From 129824fb9389a3854964f31a42dc83334757f00a Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 18 Jul 2016 13:30:23 -0400 Subject: [PATCH 01/19] switch everything to typed memoryviews --- polylearn/cd_direct_fast.cpp | 16784 ++++++++++++++++++++++++++++++--- polylearn/cd_direct_fast.pyx | 134 +- polylearn/cd_lifted_fast.cpp | 16010 +++++++++++++++++++++++++++++-- polylearn/cd_lifted_fast.pyx | 66 +- polylearn/cd_linear_fast.cpp | 15407 ++++++++++++++++++++++++++++-- polylearn/cd_linear_fast.pxd | 8 +- polylearn/cd_linear_fast.pyx | 8 +- 7 files changed, 45344 insertions(+), 3073 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index bc4094b..77112d4 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -251,6 +251,8 @@ static CYTHON_INLINE float __PYX_NAN() { #include "stdio.h" #include "numpy/arrayobject.h" #include "numpy/ufuncobject.h" +#include "pythread.h" +#include "pystate.h" #ifdef _OPENMP #include #endif /* _OPENMP */ @@ -482,10 +484,20 @@ static const char *__pyx_filename; static const char *__pyx_f[] = { "polylearn/cd_direct_fast.pyx", "__init__.pxd", - "type.pxd", + "stringsource", "dataset_fast.pxd", "polylearn/loss_fast.pxd", + "type.pxd", }; +struct __pyx_memoryview_obj; +typedef struct { + struct __pyx_memoryview_obj *memview; + char *data; + Py_ssize_t shape[8]; + Py_ssize_t strides[8]; + Py_ssize_t suboffsets[8]; +} __Pyx_memviewslice; + #define IS_UNSIGNED(type) (((type) -1) > 0) struct __Pyx_StructField_; #define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) @@ -521,6 +533,54 @@ typedef struct { char is_valid_array; } __Pyx_BufFmt_Context; +#include +#ifndef CYTHON_ATOMICS + #define CYTHON_ATOMICS 1 +#endif +#define __pyx_atomic_int_type int +#if CYTHON_ATOMICS && __GNUC__ >= 4 && (__GNUC_MINOR__ > 1 ||\ + (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL >= 2)) &&\ + !defined(__i386__) + #define __pyx_atomic_incr_aligned(value, lock) __sync_fetch_and_add(value, 1) + #define __pyx_atomic_decr_aligned(value, lock) __sync_fetch_and_sub(value, 1) + #ifdef __PYX_DEBUG_ATOMICS + #warning "Using GNU atomics" + #endif +#elif CYTHON_ATOMICS && defined(_MSC_VER) && 0 + #include + #undef __pyx_atomic_int_type + #define __pyx_atomic_int_type LONG + #define __pyx_atomic_incr_aligned(value, lock) InterlockedIncrement(value) + #define __pyx_atomic_decr_aligned(value, lock) InterlockedDecrement(value) + #ifdef __PYX_DEBUG_ATOMICS + #pragma message ("Using MSVC atomics") + #endif +#elif CYTHON_ATOMICS && (defined(__ICC) || defined(__INTEL_COMPILER)) && 0 + #define __pyx_atomic_incr_aligned(value, lock) _InterlockedIncrement(value) + #define __pyx_atomic_decr_aligned(value, lock) _InterlockedDecrement(value) + #ifdef __PYX_DEBUG_ATOMICS + #warning "Using Intel atomics" + #endif +#else + #undef CYTHON_ATOMICS + #define CYTHON_ATOMICS 0 + #ifdef __PYX_DEBUG_ATOMICS + #warning "Not using atomics" + #endif +#endif +typedef volatile __pyx_atomic_int_type __pyx_atomic_int; +#if CYTHON_ATOMICS + #define __pyx_add_acquisition_count(memview)\ + __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock) +#else + #define __pyx_add_acquisition_count(memview)\ + __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) +#endif + /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":725 * # in Cython to enable them only on the right systems. @@ -740,6 +800,10 @@ struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset; struct __pyx_obj_9polylearn_9loss_fast_LossFunction; +struct __pyx_array_obj; +struct __pyx_MemviewEnum_obj; +struct __pyx_memoryview_obj; +struct __pyx_memoryviewslice_obj; /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":764 * ctypedef npy_longdouble longdouble_t @@ -890,6 +954,82 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { }; +/* "View.MemoryView":101 + * + * @cname("__pyx_array") + * cdef class array: # <<<<<<<<<<<<<< + * + * cdef: + */ +struct __pyx_array_obj { + PyObject_HEAD + char *data; + Py_ssize_t len; + char *format; + int ndim; + Py_ssize_t *_shape; + Py_ssize_t *_strides; + Py_ssize_t itemsize; + PyObject *mode; + PyObject *_format; + void (*callback_free_data)(void *); + int free_data; + int dtype_is_object; +}; + + +/* "View.MemoryView":271 + * + * @cname('__pyx_MemviewEnum') + * cdef class Enum(object): # <<<<<<<<<<<<<< + * cdef object name + * def __init__(self, name): + */ +struct __pyx_MemviewEnum_obj { + PyObject_HEAD + PyObject *name; +}; + + +/* "View.MemoryView":304 + * + * @cname('__pyx_memoryview') + * cdef class memoryview(object): # <<<<<<<<<<<<<< + * + * cdef object obj + */ +struct __pyx_memoryview_obj { + PyObject_HEAD + struct __pyx_vtabstruct_memoryview *__pyx_vtab; + PyObject *obj; + PyObject *_size; + PyObject *_array_interface; + PyThread_type_lock lock; + __pyx_atomic_int acquisition_count[2]; + __pyx_atomic_int *acquisition_count_aligned_p; + Py_buffer view; + int flags; + int dtype_is_object; + __Pyx_TypeInfo *typeinfo; +}; + + +/* "View.MemoryView":923 + * + * @cname('__pyx_memoryviewslice') + * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< + * "Internal class for passing memoryview slices to Python" + * + */ +struct __pyx_memoryviewslice_obj { + struct __pyx_memoryview_obj __pyx_base; + __Pyx_memviewslice from_slice; + PyObject *from_object; + PyObject *(*to_object_func)(char *); + int (*to_dtype_func)(char *, PyObject *); +}; + + /* "lightning/impl/dataset_fast.pxd":4 * # License: BSD @@ -1006,6 +1146,40 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction { }; static struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; + +/* "View.MemoryView":304 + * + * @cname('__pyx_memoryview') + * cdef class memoryview(object): # <<<<<<<<<<<<<< + * + * cdef object obj + */ + +struct __pyx_vtabstruct_memoryview { + char *(*get_item_pointer)(struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*is_slice)(struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*setitem_slice_assignment)(struct __pyx_memoryview_obj *, PyObject *, PyObject *); + PyObject *(*setitem_slice_assign_scalar)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*setitem_indexed)(struct __pyx_memoryview_obj *, PyObject *, PyObject *); + PyObject *(*convert_item_to_object)(struct __pyx_memoryview_obj *, char *); + PyObject *(*assign_item_from_object)(struct __pyx_memoryview_obj *, char *, PyObject *); +}; +static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview; + + +/* "View.MemoryView":923 + * + * @cname('__pyx_memoryviewslice') + * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< + * "Internal class for passing memoryview slices to Python" + * + */ + +struct __pyx_vtabstruct__memoryviewslice { + struct __pyx_vtabstruct_memoryview __pyx_base; +}; +static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice; + /* --- Runtime support code (head) --- */ #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 @@ -1086,19 +1260,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject static PyObject *__Pyx_GetBuiltinName(PyObject *name); -static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, - __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); - -#define __Pyx_BufPtrCContig3d(type, buf, i0, s0, i1, s1, i2, s2) ((type)((char*)buf + i0 * s0 + i1 * s1) + i2) -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); - -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename, - int full_traceback, int nogil); - -#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0) 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); @@ -1127,6 +1288,38 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); #define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) #endif +static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, + __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); +static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); + +#define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d +#define __Pyx_MEMVIEW_DIRECT 1 +#define __Pyx_MEMVIEW_PTR 2 +#define __Pyx_MEMVIEW_FULL 4 +#define __Pyx_MEMVIEW_CONTIG 8 +#define __Pyx_MEMVIEW_STRIDED 16 +#define __Pyx_MEMVIEW_FOLLOW 32 +#define __Pyx_IS_C_CONTIG 1 +#define __Pyx_IS_F_CONTIG 2 +static int __Pyx_init_memviewslice( + struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference); +static CYTHON_INLINE int __pyx_add_acquisition_count_locked( + __pyx_atomic_int *acquisition_count, PyThread_type_lock lock); +static CYTHON_INLINE int __pyx_sub_acquisition_count_locked( + __pyx_atomic_int *acquisition_count, PyThread_type_lock lock); +#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p) +#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview)) +#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__) +#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__) +static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int); +static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int); + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); + static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY @@ -1157,6 +1350,136 @@ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); +#include + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); + +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals +#else +#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals +#endif + +#define UNARY_NEG_WOULD_OVERFLOW(x)\ + (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/ +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); + +static CYTHON_INLINE PyObject* __Pyx_decode_c_string( + const char* cstring, Py_ssize_t start, Py_ssize_t stop, + const char* encoding, const char* errors, + PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/ +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace); +#else +#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace)\ + (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) +#endif + +static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject* none = _PyList_Extend((PyListObject*)L, v); + if (unlikely(!none)) + return -1; + Py_DECREF(none); + return 0; +#else + return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v); +#endif +} + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +#ifndef __PYX_FORCE_INIT_THREADS + #define __PYX_FORCE_INIT_THREADS 0 +#endif + +static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/ +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename, + int full_traceback, int nogil); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); + static void* __Pyx_GetVtable(PyObject *dict); typedef struct { @@ -1201,6 +1524,22 @@ typedef struct { static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0}; static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1}; +static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b); + +static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj); + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *); + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); + static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); @@ -1307,6 +1646,23 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); +static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim); + +static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize); + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object); + +static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); + +static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); + static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); static int __Pyx_check_binary_version(void); @@ -1327,6 +1683,15 @@ static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (** static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); +static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ +static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ /* Module declarations from 'libc.string' */ @@ -1334,6 +1699,18 @@ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /* Module declarations from 'libc.math' */ +/* Module declarations from 'lightning.impl.dataset_fast' */ +static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = 0; +static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = 0; +static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = 0; +static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = 0; +static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = 0; +static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = 0; +static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = 0; + +/* Module declarations from 'polylearn.loss_fast' */ +static PyTypeObject *__pyx_ptype_9polylearn_9loss_fast_LossFunction = 0; + /* Module declarations from 'cpython.buffer' */ /* Module declarations from 'libc.stdio' */ @@ -1359,26 +1736,54 @@ static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ -/* Module declarations from 'lightning.impl.dataset_fast' */ -static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = 0; -static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = 0; -static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = 0; -static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = 0; -static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = 0; -static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = 0; -static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = 0; - -/* Module declarations from 'polylearn.loss_fast' */ -static PyTypeObject *__pyx_ptype_9polylearn_9loss_fast_LossFunction = 0; - /* Module declarations from 'polylearn.cd_linear_fast' */ -static double (*__pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch)(PyArrayObject *, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, PyArrayObject *, PyArrayObject *, PyArrayObject *, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch); /*proto*/ +static double (*__pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch)(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch); /*proto*/ /* Module declarations from 'polylearn.cd_direct_fast' */ -static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, PyArrayObject *, int, double *, int, int); /*proto*/ -static double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, PyArrayObject *, PyArrayObject *, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, int, double, double); /*proto*/ -static double __pyx_f_9polylearn_14cd_direct_fast__total_loss(PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *, double, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ -static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject *, int, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, PyArrayObject *, PyArrayObject *, PyArrayObject *, double *, double *, int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ +static PyTypeObject *__pyx_array_type = 0; +static PyTypeObject *__pyx_MemviewEnum_type = 0; +static PyTypeObject *__pyx_memoryview_type = 0; +static PyTypeObject *__pyx_memoryviewslice_type = 0; +static PyObject *generic = 0; +static PyObject *strided = 0; +static PyObject *indirect = 0; +static PyObject *contiguous = 0; +static PyObject *indirect_contiguous = 0; +static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, int, double *, int, int); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, int, double, double); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, int, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ +static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ +static void *__pyx_align_pointer(void *, size_t); /*proto*/ +static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ +static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/ +static PyObject *_unellipsify(PyObject *, int); /*proto*/ +static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/ +static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/ +static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/ +static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/ +static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/ +static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/ +static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/ +static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/ +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/ +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/ +static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/ +static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/ +static int __pyx_memoryview_err(PyObject *, char *); /*proto*/ +static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/ +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/ +static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/ static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 }; #define __Pyx_MODULE_NAME "polylearn.cd_direct_fast" int __pyx_module_is_main_polylearn__cd_direct_fast = 0; @@ -1388,6 +1793,12 @@ static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_print; static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_RuntimeError; +static PyObject *__pyx_builtin_MemoryError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_Ellipsis; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_id; +static PyObject *__pyx_builtin_IndexError; static char __pyx_k_[] = " "; static char __pyx_k_B[] = "B"; static char __pyx_k_H[] = "H"; @@ -1398,6 +1809,7 @@ static char __pyx_k_P[] = "P"; static char __pyx_k_Q[] = "Q"; static char __pyx_k_X[] = "X"; static char __pyx_k_b[] = "b"; +static char __pyx_k_c[] = "c"; static char __pyx_k_d[] = "d"; static char __pyx_k_f[] = "f"; static char __pyx_k_g[] = "g"; @@ -1410,95 +1822,248 @@ static char __pyx_k_y[] = "y"; static char __pyx_k_Zd[] = "Zd"; static char __pyx_k_Zf[] = "Zf"; static char __pyx_k_Zg[] = "Zg"; -static char __pyx_k__2[] = ""; static char __pyx_k_d1[] = "d1"; static char __pyx_k_d2[] = "d2"; +static char __pyx_k_id[] = "id"; static char __pyx_k_it[] = "it"; static char __pyx_k_end[] = "end"; +static char __pyx_k_obj[] = "obj"; static char __pyx_k_tol[] = "tol"; +static char __pyx_k_base[] = "base"; static char __pyx_k_beta[] = "beta"; static char __pyx_k_lams[] = "lams"; static char __pyx_k_loss[] = "loss"; static char __pyx_k_main[] = "__main__"; +static char __pyx_k_mode[] = "mode"; +static char __pyx_k_name[] = "name"; +static char __pyx_k_ndim[] = "ndim"; +static char __pyx_k_pack[] = "pack"; +static char __pyx_k_size[] = "size"; +static char __pyx_k_step[] = "step"; +static char __pyx_k_stop[] = "stop"; static char __pyx_k_test[] = "__test__"; static char __pyx_k_viol[] = "viol"; +static char __pyx_k_ASCII[] = "ASCII"; static char __pyx_k_alpha[] = "alpha"; +static char __pyx_k_class[] = "__class__"; +static char __pyx_k_error[] = "error"; +static char __pyx_k_flags[] = "flags"; static char __pyx_k_print[] = "print"; static char __pyx_k_range[] = "range"; +static char __pyx_k_shape[] = "shape"; +static char __pyx_k_start[] = "start"; static char __pyx_k_degree[] = "degree"; +static char __pyx_k_encode[] = "encode"; +static char __pyx_k_format[] = "format"; +static char __pyx_k_import[] = "__import__"; +static char __pyx_k_name_2[] = "__name__"; +static char __pyx_k_struct[] = "struct"; +static char __pyx_k_unpack[] = "unpack"; static char __pyx_k_y_pred[] = "y_pred"; +static char __pyx_k_fortran[] = "fortran"; +static char __pyx_k_memview[] = "memview"; static char __pyx_k_verbose[] = "verbose"; +static char __pyx_k_Ellipsis[] = "Ellipsis"; +static char __pyx_k_itemsize[] = "itemsize"; static char __pyx_k_max_iter[] = "max_iter"; static char __pyx_k_Iteration[] = "Iteration"; +static char __pyx_k_TypeError[] = "TypeError"; static char __pyx_k_converged[] = "converged"; +static char __pyx_k_enumerate[] = "enumerate"; static char __pyx_k_fit_lower[] = "fit_lower"; static char __pyx_k_n_samples[] = "n_samples"; +static char __pyx_k_IndexError[] = "IndexError"; static char __pyx_k_ValueError[] = "ValueError"; static char __pyx_k_fit_linear[] = "fit_linear"; static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; +static char __pyx_k_MemoryError[] = "MemoryError"; static char __pyx_k_col_norm_sq[] = "col_norm_sq"; static char __pyx_k_RuntimeError[] = "RuntimeError"; static char __pyx_k_cd_direct_ho[] = "_cd_direct_ho"; static char __pyx_k_compute_loss[] = "compute_loss"; +static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; static char __pyx_k_violation_sum[] = "violation sum"; +static char __pyx_k_allocate_buffer[] = "allocate_buffer"; +static char __pyx_k_dtype_is_object[] = "dtype_is_object"; +static char __pyx_k_strided_and_direct[] = ""; +static char __pyx_k_strided_and_indirect[] = ""; +static char __pyx_k_contiguous_and_direct[] = ""; static char __pyx_k_Converged_at_iteration[] = "Converged at iteration"; +static char __pyx_k_MemoryView_of_r_object[] = ""; +static char __pyx_k_MemoryView_of_r_at_0x_x[] = ""; +static char __pyx_k_contiguous_and_indirect[] = ""; +static char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; +static char __pyx_k_getbuffer_obj_view_flags[] = "getbuffer(obj, view, flags)"; static char __pyx_k_polylearn_cd_direct_fast[] = "polylearn.cd_direct_fast"; +static char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct"; +static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; +static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; +static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; +static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; +static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; +static char __pyx_k_strided_and_direct_or_indirect[] = ""; static char __pyx_k_home_vlad_code_polylearn_polyle[] = "/home/vlad/code/polylearn/polylearn/cd_direct_fast.pyx"; static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; +static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; +static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; +static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; +static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; +static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; +static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; +static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; +static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; +static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; +static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; +static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; static PyObject *__pyx_kp_u_; +static PyObject *__pyx_n_s_ASCII; +static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; +static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; +static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_kp_u_Converged_at_iteration; +static PyObject *__pyx_n_s_Ellipsis; +static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr; static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; +static PyObject *__pyx_n_s_IndexError; +static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte; +static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr; +static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d; static PyObject *__pyx_n_u_Iteration; +static PyObject *__pyx_n_s_MemoryError; +static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x; +static PyObject *__pyx_kp_s_MemoryView_of_r_object; static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; +static PyObject *__pyx_n_b_O; +static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a; static PyObject *__pyx_n_s_P; static PyObject *__pyx_n_s_RuntimeError; +static PyObject *__pyx_n_s_TypeError; +static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object; static PyObject *__pyx_n_s_ValueError; static PyObject *__pyx_n_s_X; -static PyObject *__pyx_kp_u__2; +static PyObject *__pyx_n_s_allocate_buffer; static PyObject *__pyx_n_s_alpha; +static PyObject *__pyx_n_s_base; static PyObject *__pyx_n_s_beta; +static PyObject *__pyx_n_s_c; +static PyObject *__pyx_n_u_c; static PyObject *__pyx_n_s_cd_direct_ho; +static PyObject *__pyx_n_s_class; static PyObject *__pyx_n_s_col_norm_sq; static PyObject *__pyx_n_s_compute_loss; +static PyObject *__pyx_kp_s_contiguous_and_direct; +static PyObject *__pyx_kp_s_contiguous_and_indirect; static PyObject *__pyx_n_s_converged; static PyObject *__pyx_n_s_d1; static PyObject *__pyx_n_s_d2; static PyObject *__pyx_n_s_degree; +static PyObject *__pyx_n_s_dtype_is_object; +static PyObject *__pyx_n_s_encode; static PyObject *__pyx_n_s_end; +static PyObject *__pyx_n_s_enumerate; +static PyObject *__pyx_n_s_error; static PyObject *__pyx_n_s_fit_linear; static PyObject *__pyx_n_s_fit_lower; +static PyObject *__pyx_n_s_flags; +static PyObject *__pyx_n_s_format; +static PyObject *__pyx_n_s_fortran; +static PyObject *__pyx_n_u_fortran; +static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi; static PyObject *__pyx_kp_s_home_vlad_code_polylearn_polyle; +static PyObject *__pyx_n_s_id; +static PyObject *__pyx_n_s_import; static PyObject *__pyx_n_s_it; +static PyObject *__pyx_n_s_itemsize; +static PyObject *__pyx_kp_s_itemsize_0_for_cython_array; static PyObject *__pyx_n_s_lams; static PyObject *__pyx_n_s_loss; -static PyObject *__pyx_n_u_loss; static PyObject *__pyx_n_s_main; static PyObject *__pyx_n_s_max_iter; +static PyObject *__pyx_n_s_memview; +static PyObject *__pyx_n_s_mode; static PyObject *__pyx_n_s_n_samples; +static PyObject *__pyx_n_s_name; +static PyObject *__pyx_n_s_name_2; static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; +static PyObject *__pyx_n_s_ndim; +static PyObject *__pyx_n_s_obj; +static PyObject *__pyx_n_s_pack; static PyObject *__pyx_n_s_polylearn_cd_direct_fast; static PyObject *__pyx_n_s_print; +static PyObject *__pyx_n_s_pyx_getbuffer; static PyObject *__pyx_n_s_pyx_vtable; static PyObject *__pyx_n_s_range; +static PyObject *__pyx_n_s_shape; +static PyObject *__pyx_n_s_size; +static PyObject *__pyx_n_s_start; +static PyObject *__pyx_n_s_step; +static PyObject *__pyx_n_s_stop; +static PyObject *__pyx_kp_s_strided_and_direct; +static PyObject *__pyx_kp_s_strided_and_direct_or_indirect; +static PyObject *__pyx_kp_s_strided_and_indirect; +static PyObject *__pyx_n_s_struct; static PyObject *__pyx_n_s_test; static PyObject *__pyx_n_s_tol; +static PyObject *__pyx_kp_s_unable_to_allocate_array_data; +static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str; static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; +static PyObject *__pyx_n_s_unpack; static PyObject *__pyx_n_s_verbose; static PyObject *__pyx_n_s_viol; static PyObject *__pyx_kp_u_violation_sum; static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_P, PyArrayObject *__pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, PyArrayObject *__pyx_v_col_norm_sq, PyArrayObject *__pyx_v_y, PyArrayObject *__pyx_v_y_pred, PyArrayObject *__pyx_v_lams, int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, int __pyx_v_compute_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */ +static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ +static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */ +static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_int_0; +static PyObject *__pyx_int_1; +static PyObject *__pyx_int_neg_1; +static PyObject *__pyx_tuple__2; static PyObject *__pyx_tuple__3; static PyObject *__pyx_tuple__4; static PyObject *__pyx_tuple__5; @@ -1506,17 +2071,34 @@ static PyObject *__pyx_tuple__6; static PyObject *__pyx_tuple__7; static PyObject *__pyx_tuple__8; static PyObject *__pyx_tuple__9; -static PyObject *__pyx_codeobj__10; - -/* "polylearn/cd_direct_fast.pyx":21 +static PyObject *__pyx_slice__17; +static PyObject *__pyx_slice__18; +static PyObject *__pyx_slice__19; +static PyObject *__pyx_tuple__10; +static PyObject *__pyx_tuple__11; +static PyObject *__pyx_tuple__12; +static PyObject *__pyx_tuple__13; +static PyObject *__pyx_tuple__14; +static PyObject *__pyx_tuple__15; +static PyObject *__pyx_tuple__16; +static PyObject *__pyx_tuple__20; +static PyObject *__pyx_tuple__21; +static PyObject *__pyx_tuple__23; +static PyObject *__pyx_tuple__24; +static PyObject *__pyx_tuple__25; +static PyObject *__pyx_tuple__26; +static PyObject *__pyx_tuple__27; +static PyObject *__pyx_codeobj__22; + +/* "polylearn/cd_direct_fast.pyx":19 * * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< - * np.ndarray[double, ndim=3, mode='c'] P, + * double[:, :, ::1] P, * int order, */ -static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, PyArrayObject *__pyx_v_P, int __pyx_v_order, double *__pyx_v_out, int __pyx_v_s, int __pyx_v_degree) { +static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_P, int __pyx_v_order, double *__pyx_v_out, int __pyx_v_s, int __pyx_v_degree) { int __pyx_v_n_samples; int __pyx_v_n_features; double *__pyx_v_data; @@ -1525,8 +2107,6 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li int __pyx_v_i; int __pyx_v_j; int __pyx_v_ii; - __Pyx_LocalBuf_ND __pyx_pybuffernd_P; - __Pyx_Buffer __pyx_pybuffer_P; __Pyx_RefNannyDeclarations int __pyx_t_1; int __pyx_t_2; @@ -1536,21 +2116,9 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li Py_ssize_t __pyx_t_6; Py_ssize_t __pyx_t_7; Py_ssize_t __pyx_t_8; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_precompute", 0); - __pyx_pybuffer_P.pybuffer.buf = NULL; - __pyx_pybuffer_P.refcount = 0; - __pyx_pybuffernd_P.data = NULL; - __pyx_pybuffernd_P.rcbuffer = &__pyx_pybuffer_P; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_P.rcbuffer->pybuffer, (PyObject*)__pyx_v_P, &__Pyx_TypeInfo_double, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 3, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_pybuffernd_P.diminfo[0].strides = __pyx_pybuffernd_P.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_P.diminfo[0].shape = __pyx_pybuffernd_P.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_P.diminfo[1].strides = __pyx_pybuffernd_P.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_P.diminfo[1].shape = __pyx_pybuffernd_P.rcbuffer->pybuffer.shape[1]; __pyx_pybuffernd_P.diminfo[2].strides = __pyx_pybuffernd_P.rcbuffer->pybuffer.strides[2]; __pyx_pybuffernd_P.diminfo[2].shape = __pyx_pybuffernd_P.rcbuffer->pybuffer.shape[2]; - /* "polylearn/cd_direct_fast.pyx":28 + /* "polylearn/cd_direct_fast.pyx":26 * int degree): * * cdef int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -1559,16 +2127,16 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_direct_fast.pyx":29 + /* "polylearn/cd_direct_fast.pyx":27 * * cdef int n_samples = X.get_n_samples() * cdef int n_features = P.shape[2] # <<<<<<<<<<<<<< * * # Data pointers */ - __pyx_v_n_features = (__pyx_v_P->dimensions[2]); + __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":38 + /* "polylearn/cd_direct_fast.pyx":36 * cdef int i, j, ii * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1579,7 +2147,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":39 + /* "polylearn/cd_direct_fast.pyx":37 * * for i in range(n_samples): * out[i] = 0 # <<<<<<<<<<<<<< @@ -1589,7 +2157,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li (__pyx_v_out[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_direct_fast.pyx":41 + /* "polylearn/cd_direct_fast.pyx":39 * out[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -1600,7 +2168,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_j = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":42 + /* "polylearn/cd_direct_fast.pyx":40 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -1609,7 +2177,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":43 + /* "polylearn/cd_direct_fast.pyx":41 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -1620,7 +2188,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_ii = __pyx_t_4; - /* "polylearn/cd_direct_fast.pyx":44 + /* "polylearn/cd_direct_fast.pyx":42 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -1629,7 +2197,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":45 + /* "polylearn/cd_direct_fast.pyx":43 * for ii in range(n_nz): * i = indices[ii] * out[i] += (data[ii] * P[order, s, j]) ** degree # <<<<<<<<<<<<<< @@ -1640,83 +2208,47 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li __pyx_t_6 = __pyx_v_order; __pyx_t_7 = __pyx_v_s; __pyx_t_8 = __pyx_v_j; - (__pyx_v_out[__pyx_t_5]) = ((__pyx_v_out[__pyx_t_5]) + pow(((__pyx_v_data[__pyx_v_ii]) * (*__Pyx_BufPtrCContig3d(double *, __pyx_pybuffernd_P.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_P.diminfo[0].strides, __pyx_t_7, __pyx_pybuffernd_P.diminfo[1].strides, __pyx_t_8, __pyx_pybuffernd_P.diminfo[2].strides))), ((double)__pyx_v_degree))); + (__pyx_v_out[__pyx_t_5]) = ((__pyx_v_out[__pyx_t_5]) + pow(((__pyx_v_data[__pyx_v_ii]) * (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_6 * __pyx_v_P.strides[0]) ) + __pyx_t_7 * __pyx_v_P.strides[1]) )) + __pyx_t_8)) )))), ((double)__pyx_v_degree))); } } - /* "polylearn/cd_direct_fast.pyx":21 + /* "polylearn/cd_direct_fast.pyx":19 * * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< - * np.ndarray[double, ndim=3, mode='c'] P, + * double[:, :, ::1] P, * int order, */ /* function exit code */ - goto __pyx_L0; - __pyx_L1_error:; - { PyObject *__pyx_type, *__pyx_value, *__pyx_tb; - __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_P.rcbuffer->pybuffer); - __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);} - __Pyx_WriteUnraisable("polylearn.cd_direct_fast._precompute", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0); - goto __pyx_L2; - __pyx_L0:; - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_P.rcbuffer->pybuffer); - __pyx_L2:; __Pyx_RefNannyFinishContext(); } -/* "polylearn/cd_direct_fast.pyx":48 +/* "polylearn/cd_direct_fast.pyx":46 * * - * cdef double _update(int* indices, # <<<<<<<<<<<<<< - * double* data, - * int n_nz, + * cdef inline double _update(int* indices, # <<<<<<<<<<<<<< + * double* data, + * int n_nz, */ -static double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, PyArrayObject *__pyx_v_y, PyArrayObject *__pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, int __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, int __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { double __pyx_v_l1_reg; 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__pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":161 + /* "polylearn/cd_direct_fast.pyx":159 * * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) # <<<<<<<<<<<<<< * if degree == 3: * _precompute(X, P, order, d2, s, 2) */ - __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, ((PyArrayObject *)__pyx_v_P), __pyx_v_order, __pyx_v_d1, __pyx_v_s, 1); + __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d1, __pyx_v_s, 1); - /* "polylearn/cd_direct_fast.pyx":162 + /* "polylearn/cd_direct_fast.pyx":160 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2410,16 +2553,16 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject __pyx_t_3 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":163 + /* "polylearn/cd_direct_fast.pyx":161 * _precompute(X, P, order, d1, s, 1) * if degree == 3: * _precompute(X, P, order, d2, s, 2) # <<<<<<<<<<<<<< * * for j in range(n_features): */ - __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, ((PyArrayObject *)__pyx_v_P), __pyx_v_order, __pyx_v_d2, __pyx_v_s, 2); + __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d2, __pyx_v_s, 2); - /* "polylearn/cd_direct_fast.pyx":162 + /* "polylearn/cd_direct_fast.pyx":160 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2428,7 +2571,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ } - /* "polylearn/cd_direct_fast.pyx":165 + /* "polylearn/cd_direct_fast.pyx":163 * _precompute(X, P, order, d2, s, 2) * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2439,7 +2582,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_direct_fast.pyx":167 + /* "polylearn/cd_direct_fast.pyx":165 * for j in range(n_features): * * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2448,7 +2591,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":170 + /* "polylearn/cd_direct_fast.pyx":168 * * # compute coordinate update * p_old = P[order, s, j] # <<<<<<<<<<<<<< @@ -2458,9 +2601,9 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject __pyx_t_6 = __pyx_v_order; __pyx_t_7 = __pyx_v_s; __pyx_t_8 = __pyx_v_j; - __pyx_v_p_old = (*__Pyx_BufPtrCContig3d(double *, __pyx_pybuffernd_P.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_P.diminfo[0].strides, __pyx_t_7, __pyx_pybuffernd_P.diminfo[1].strides, __pyx_t_8, __pyx_pybuffernd_P.diminfo[2].strides)); + __pyx_v_p_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_6 * __pyx_v_P.strides[0]) ) + __pyx_t_7 * __pyx_v_P.strides[1]) )) + __pyx_t_8)) ))); - /* "polylearn/cd_direct_fast.pyx":172 + /* "polylearn/cd_direct_fast.pyx":170 * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) # <<<<<<<<<<<<<< @@ -2469,16 +2612,16 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_t_9 = __pyx_v_s; - /* "polylearn/cd_direct_fast.pyx":171 + /* "polylearn/cd_direct_fast.pyx":169 * # compute coordinate update * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, # <<<<<<<<<<<<<< * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update */ - __pyx_v_update = __pyx_f_9polylearn_14cd_direct_fast__update(__pyx_v_indices, __pyx_v_data, __pyx_v_n_nz, __pyx_v_p_old, ((PyArrayObject *)__pyx_v_y), ((PyArrayObject *)__pyx_v_y_pred), __pyx_v_loss, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, (*__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_lams.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_lams.diminfo[0].strides)), __pyx_v_beta); + __pyx_v_update = __pyx_f_9polylearn_14cd_direct_fast__update(__pyx_v_indices, __pyx_v_data, __pyx_v_n_nz, __pyx_v_p_old, __pyx_v_y, __pyx_v_y_pred, __pyx_v_loss, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, (*((double *) ( /* dim=0 */ (__pyx_v_lams.data + __pyx_t_9 * __pyx_v_lams.strides[0]) ))), __pyx_v_beta); - /* "polylearn/cd_direct_fast.pyx":173 + /* "polylearn/cd_direct_fast.pyx":171 * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update # <<<<<<<<<<<<<< @@ -2488,9 +2631,9 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject __pyx_t_10 = __pyx_v_order; __pyx_t_11 = __pyx_v_s; __pyx_t_12 = __pyx_v_j; - *__Pyx_BufPtrCContig3d(double *, __pyx_pybuffernd_P.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_P.diminfo[0].strides, __pyx_t_11, __pyx_pybuffernd_P.diminfo[1].strides, __pyx_t_12, __pyx_pybuffernd_P.diminfo[2].strides) -= __pyx_v_update; + *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_10 * __pyx_v_P.strides[0]) ) + __pyx_t_11 * __pyx_v_P.strides[1]) )) + __pyx_t_12)) )) -= __pyx_v_update; - /* "polylearn/cd_direct_fast.pyx":174 + /* "polylearn/cd_direct_fast.pyx":172 * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2499,7 +2642,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_direct_fast.pyx":177 + /* "polylearn/cd_direct_fast.pyx":175 * * # Synchronize predictions and ds * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2510,7 +2653,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) { __pyx_v_ii = __pyx_t_14; - /* "polylearn/cd_direct_fast.pyx":178 + /* "polylearn/cd_direct_fast.pyx":176 * # Synchronize predictions and ds * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2519,7 +2662,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":179 + /* "polylearn/cd_direct_fast.pyx":177 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2529,7 +2672,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject __pyx_t_3 = ((__pyx_v_degree == 2) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":180 + /* "polylearn/cd_direct_fast.pyx":178 * i = indices[ii] * if degree == 2: * offset = d1[i] - p_old * data[ii] # <<<<<<<<<<<<<< @@ -2538,7 +2681,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_v_offset = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":179 + /* "polylearn/cd_direct_fast.pyx":177 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2548,7 +2691,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject goto __pyx_L10; } - /* "polylearn/cd_direct_fast.pyx":182 + /* "polylearn/cd_direct_fast.pyx":180 * offset = d1[i] - p_old * data[ii] * else: * offset = d1[i] ** 2 - d2[i] # <<<<<<<<<<<<<< @@ -2558,7 +2701,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject /*else*/ { __pyx_v_offset = (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i])); - /* "polylearn/cd_direct_fast.pyx":183 + /* "polylearn/cd_direct_fast.pyx":181 * else: * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 # <<<<<<<<<<<<<< @@ -2567,7 +2710,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_v_offset = (__pyx_v_offset * 0.5); - /* "polylearn/cd_direct_fast.pyx":184 + /* "polylearn/cd_direct_fast.pyx":182 * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] # <<<<<<<<<<<<<< @@ -2576,7 +2719,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_v_offset = (__pyx_v_offset - ((__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":185 + /* "polylearn/cd_direct_fast.pyx":183 * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] * offset += p_old ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2585,7 +2728,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_v_offset = (__pyx_v_offset + (pow(__pyx_v_p_old, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_direct_fast.pyx":187 + /* "polylearn/cd_direct_fast.pyx":185 * offset += p_old ** 2 * data[ii] ** 2 * * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2596,11 +2739,11 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject __pyx_t_16 = __pyx_v_order; __pyx_t_17 = __pyx_v_s; __pyx_t_18 = __pyx_v_j; - (__pyx_v_d2[__pyx_t_15]) = ((__pyx_v_d2[__pyx_t_15]) - ((pow(__pyx_v_p_old, 2.0) - pow((*__Pyx_BufPtrCContig3d(double *, __pyx_pybuffernd_P.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_P.diminfo[0].strides, __pyx_t_17, __pyx_pybuffernd_P.diminfo[1].strides, __pyx_t_18, __pyx_pybuffernd_P.diminfo[2].strides)), 2.0)) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); + (__pyx_v_d2[__pyx_t_15]) = ((__pyx_v_d2[__pyx_t_15]) - ((pow(__pyx_v_p_old, 2.0) - pow((*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_16 * __pyx_v_P.strides[0]) ) + __pyx_t_17 * __pyx_v_P.strides[1]) )) + __pyx_t_18)) ))), 2.0)) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); } __pyx_L10:; - /* "polylearn/cd_direct_fast.pyx":189 + /* "polylearn/cd_direct_fast.pyx":187 * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 * * d1[i] -= update * data[ii] # <<<<<<<<<<<<<< @@ -2610,7 +2753,7 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject __pyx_t_15 = __pyx_v_i; (__pyx_v_d1[__pyx_t_15]) = ((__pyx_v_d1[__pyx_t_15]) - (__pyx_v_update * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":190 + /* "polylearn/cd_direct_fast.pyx":188 * * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] # <<<<<<<<<<<<<< @@ -2619,12 +2762,12 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject */ __pyx_t_19 = __pyx_v_s; __pyx_t_20 = __pyx_v_i; - *__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_y_pred.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_y_pred.diminfo[0].strides) -= (((__pyx_v_offset * (*__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_lams.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_lams.diminfo[0].strides))) * __pyx_v_update) * (__pyx_v_data[__pyx_v_ii])); + *((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_20 * __pyx_v_y_pred.strides[0]) )) -= (((__pyx_v_offset * (*((double *) ( /* dim=0 */ (__pyx_v_lams.data + __pyx_t_19 * __pyx_v_lams.strides[0]) )))) * __pyx_v_update) * (__pyx_v_data[__pyx_v_ii])); } } } - /* "polylearn/cd_direct_fast.pyx":191 + /* "polylearn/cd_direct_fast.pyx":189 * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] * return sum_viol # <<<<<<<<<<<<<< @@ -2634,41 +2777,25 @@ static double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(PyArrayObject __pyx_r = __pyx_v_sum_viol; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":135 + /* "polylearn/cd_direct_fast.pyx":133 * * - * cdef double _cd_direct_epoch(np.ndarray[double, ndim=3, mode='c'] P, # <<<<<<<<<<<<<< + * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< * int order, * ColumnDataset X, */ /* function exit code */ - __pyx_L1_error:; 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/*proto*/ static PyMethodDef __pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho = {"_cd_direct_ho", (PyCFunction)__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho, METH_VARARGS|METH_KEYWORDS, 0}; static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_P = 0; - PyArrayObject *__pyx_v_w = 0; + __Pyx_memviewslice __pyx_v_P = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_memviewslice __pyx_v_w = { 0, 0, { 0 }, { 0 }, { 0 } }; struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X = 0; - PyArrayObject *__pyx_v_col_norm_sq = 0; - PyArrayObject *__pyx_v_y = 0; - PyArrayObject *__pyx_v_y_pred = 0; - PyArrayObject *__pyx_v_lams = 0; + __Pyx_memviewslice __pyx_v_col_norm_sq = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_memviewslice __pyx_v_y = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_memviewslice __pyx_v_y_pred = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_memviewslice __pyx_v_lams = { 0, 0, { 0 }, { 0 }, { 0 } }; int __pyx_v_degree; double __pyx_v_alpha; double __pyx_v_beta; @@ -2692,7 +2819,7 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ int __pyx_v_max_iter; double __pyx_v_tol; int __pyx_v_verbose; - int __pyx_v_compute_loss; + CYTHON_UNUSED int __pyx_v_compute_loss; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; @@ -2734,86 +2861,86 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lams)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_degree)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 10: if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_linear)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 11: if (likely((values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_lower)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 12: if (likely((values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 13: if (likely((values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 16: if (likely((values[16] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_compute_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 17) { goto __pyx_L5_argtuple_error; @@ -2836,40 +2963,34 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ values[15] = PyTuple_GET_ITEM(__pyx_args, 15); values[16] = PyTuple_GET_ITEM(__pyx_args, 16); } - __pyx_v_P = ((PyArrayObject *)values[0]); - __pyx_v_w = ((PyArrayObject *)values[1]); + __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[2]); - __pyx_v_col_norm_sq = ((PyArrayObject *)values[3]); - __pyx_v_y = ((PyArrayObject *)values[4]); - __pyx_v_y_pred = ((PyArrayObject *)values[5]); - __pyx_v_lams = ((PyArrayObject *)values[6]); - __pyx_v_degree = __Pyx_PyInt_As_int(values[7]); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyInt_As_int(values[7]); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[12]); - __pyx_v_max_iter = __Pyx_PyInt_As_int(values[13]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[16]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_int(values[13]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[16]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_direct_fast._cd_direct_ho", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_P), __pyx_ptype_5numpy_ndarray, 1, "P", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_w), __pyx_ptype_5numpy_ndarray, 1, "w", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; 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- /* "polylearn/cd_direct_fast.pyx":221 + /* "polylearn/cd_direct_fast.pyx":219 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3005,7 +3060,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":222 + /* "polylearn/cd_direct_fast.pyx":220 * cdef double *d2 * if degree == 3: * d2 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3014,7 +3069,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d2 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":221 + /* "polylearn/cd_direct_fast.pyx":219 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3023,7 +3078,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":224 + /* "polylearn/cd_direct_fast.pyx":222 * d2 = malloc(n_samples * sizeof(double)) * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -3034,7 +3089,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE for (__pyx_t_3 = 0; 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); + __pyx_t_3 = 0; + goto __pyx_L0; + + /* "View.MemoryView":734 + * new_ndim += 1 + * + * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< + * return memoryview_fromslice(dst, new_ndim, + * memviewsliceobj.to_object_func, + */ + } + + /* "View.MemoryView":740 + * memview.dtype_is_object) + * else: + * return memoryview_fromslice(dst, new_ndim, NULL, NULL, # <<<<<<<<<<<<<< + * memview.dtype_is_object) + * + */ + /*else*/ { + __Pyx_XDECREF(((PyObject *)__pyx_r)); + + /* "View.MemoryView":741 + * else: + * return memoryview_fromslice(dst, new_ndim, NULL, NULL, + * memview.dtype_is_object) # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + + /* "View.MemoryView":740 + * memview.dtype_is_object) + * else: + * return memoryview_fromslice(dst, new_ndim, NULL, NULL, # <<<<<<<<<<<<<< + * memview.dtype_is_object) + * + */ + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); + __pyx_t_3 = 0; + goto __pyx_L0; + } + + /* "View.MemoryView":668 + * + * @cname('__pyx_memview_slice') + * cdef memoryview memview_slice(memoryview memview, object indices): # <<<<<<<<<<<<<< + * cdef int new_ndim = 0, suboffset_dim = -1, dim + * cdef bint negative_step + */ + + /* function exit code */ + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_XDECREF(__pyx_t_9); + __Pyx_AddTraceback("View.MemoryView.memview_slice", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XDECREF((PyObject *)__pyx_v_memviewsliceobj); + __Pyx_XDECREF(__pyx_v_index); + __Pyx_XGIVEREF((PyObject *)__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "View.MemoryView":765 + * + * @cname('__pyx_memoryview_slice_memviewslice') + * cdef int slice_memviewslice( # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset, + */ + +static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) { + Py_ssize_t __pyx_v_new_shape; + int __pyx_v_negative_step; + int __pyx_r; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + + /* "View.MemoryView":785 + * cdef bint negative_step + * + * if not is_slice: # <<<<<<<<<<<<<< + * + * if start < 0: + */ + __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":787 + * if not is_slice: + * + * if start < 0: # <<<<<<<<<<<<<< + * start += shape + * if not 0 <= start < shape: + */ + __pyx_t_1 = ((__pyx_v_start < 0) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":788 + * + * if start < 0: + * start += shape # <<<<<<<<<<<<<< + * if not 0 <= start < shape: + * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) + */ + __pyx_v_start = (__pyx_v_start + __pyx_v_shape); + + /* "View.MemoryView":787 + * if not is_slice: + * + * if start < 0: # <<<<<<<<<<<<<< + * start += shape + * if not 0 <= start < shape: + */ + } + + /* "View.MemoryView":789 + * if start < 0: + * start += shape + * if not 0 <= start < shape: # <<<<<<<<<<<<<< + * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) + * else: + */ + __pyx_t_1 = (0 <= __pyx_v_start); + if (__pyx_t_1) { + __pyx_t_1 = (__pyx_v_start < __pyx_v_shape); + } + __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":790 + * start += shape + * if not 0 <= start < shape: + * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) # <<<<<<<<<<<<<< + * else: + * + */ + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":789 + * if start < 0: + * start += shape + * if not 0 <= start < shape: # <<<<<<<<<<<<<< + * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) + * else: + */ + } + + /* "View.MemoryView":785 + * cdef bint negative_step + * + * if not is_slice: # <<<<<<<<<<<<<< + * + * if start < 0: + */ + goto __pyx_L3; + } + + /* "View.MemoryView":793 + * else: + * + * negative_step = have_step != 0 and step < 0 # <<<<<<<<<<<<<< + * + * if have_step and step == 0: + */ + /*else*/ { + __pyx_t_1 = ((__pyx_v_have_step != 0) != 0); + if (__pyx_t_1) { + } else { + __pyx_t_2 = __pyx_t_1; + goto __pyx_L6_bool_binop_done; + } + __pyx_t_1 = ((__pyx_v_step < 0) != 0); + __pyx_t_2 = __pyx_t_1; + __pyx_L6_bool_binop_done:; + __pyx_v_negative_step = __pyx_t_2; + + /* "View.MemoryView":795 + * negative_step = have_step != 0 and step < 0 + * + * if have_step and step == 0: # <<<<<<<<<<<<<< + * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) + * + */ + __pyx_t_1 = (__pyx_v_have_step != 0); + if (__pyx_t_1) { + } else { + __pyx_t_2 = __pyx_t_1; + goto __pyx_L9_bool_binop_done; + } + __pyx_t_1 = ((__pyx_v_step == 0) != 0); + __pyx_t_2 = __pyx_t_1; + __pyx_L9_bool_binop_done:; + if (__pyx_t_2) { + + /* "View.MemoryView":796 + * + * if have_step and step == 0: + * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":795 + * negative_step = have_step != 0 and step < 0 + * + * if have_step and step == 0: # <<<<<<<<<<<<<< + * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) + * + */ + } + + /* "View.MemoryView":799 + * + * + * if have_start: # <<<<<<<<<<<<<< + * if start < 0: + * start += shape + */ + __pyx_t_2 = (__pyx_v_have_start != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":800 + * + * if have_start: + * if start < 0: # <<<<<<<<<<<<<< + * start += shape + * if start < 0: + */ + __pyx_t_2 = ((__pyx_v_start < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":801 + * if have_start: + * if start < 0: + * start += shape # <<<<<<<<<<<<<< + * if start < 0: + * start = 0 + */ + __pyx_v_start = (__pyx_v_start + __pyx_v_shape); + + /* "View.MemoryView":802 + * if start < 0: + * start += shape + * if start < 0: # <<<<<<<<<<<<<< + * start = 0 + * elif start >= shape: + */ + __pyx_t_2 = ((__pyx_v_start < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":803 + * start += shape + * if start < 0: + * start = 0 # <<<<<<<<<<<<<< + * elif start >= shape: + * if negative_step: + */ + __pyx_v_start = 0; + + /* "View.MemoryView":802 + * if start < 0: + * start += shape + * if start < 0: # <<<<<<<<<<<<<< + * start = 0 + * elif start >= shape: + */ + } + + /* "View.MemoryView":800 + * + * if have_start: + * if start < 0: # <<<<<<<<<<<<<< + * start += shape + * if start < 0: + */ + goto __pyx_L12; + } + + /* "View.MemoryView":804 + * if start < 0: + * start = 0 + * elif start >= shape: # <<<<<<<<<<<<<< + * if negative_step: + * start = shape - 1 + */ + __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":805 + * start = 0 + * elif start >= shape: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":806 + * elif start >= shape: + * if negative_step: + * start = shape - 1 # <<<<<<<<<<<<<< + * else: + * start = shape + */ + __pyx_v_start = (__pyx_v_shape - 1); + + /* "View.MemoryView":805 + * start = 0 + * elif start >= shape: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + goto __pyx_L14; + } + + /* "View.MemoryView":808 + * start = shape - 1 + * else: + * start = shape # <<<<<<<<<<<<<< + * else: + * if negative_step: + */ + /*else*/ { + __pyx_v_start = __pyx_v_shape; + } + __pyx_L14:; + + /* "View.MemoryView":804 + * if start < 0: + * start = 0 + * elif start >= shape: # <<<<<<<<<<<<<< + * if negative_step: + * start = shape - 1 + */ + } + __pyx_L12:; + + /* "View.MemoryView":799 + * + * + * if have_start: # <<<<<<<<<<<<<< + * if start < 0: + * start += shape + */ + goto __pyx_L11; + } + + /* "View.MemoryView":810 + * start = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + /*else*/ { + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":811 + * else: + * if negative_step: + * start = shape - 1 # <<<<<<<<<<<<<< + * else: + * start = 0 + */ + __pyx_v_start = (__pyx_v_shape - 1); + + /* "View.MemoryView":810 + * start = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + goto __pyx_L15; + } + + /* "View.MemoryView":813 + * start = shape - 1 + * else: + * start = 0 # <<<<<<<<<<<<<< + * + * if have_stop: + */ + /*else*/ { + __pyx_v_start = 0; + } + __pyx_L15:; + } + __pyx_L11:; + + /* "View.MemoryView":815 + * start = 0 + * + * if have_stop: # <<<<<<<<<<<<<< + * if stop < 0: + * stop += shape + */ + __pyx_t_2 = (__pyx_v_have_stop != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":816 + * + * if have_stop: + * if stop < 0: # <<<<<<<<<<<<<< + * stop += shape + * if stop < 0: + */ + __pyx_t_2 = ((__pyx_v_stop < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":817 + * if have_stop: + * if stop < 0: + * stop += shape # <<<<<<<<<<<<<< + * if stop < 0: + * stop = 0 + */ + __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape); + + /* "View.MemoryView":818 + * if stop < 0: + * stop += shape + * if stop < 0: # <<<<<<<<<<<<<< + * stop = 0 + * elif stop > shape: + */ + __pyx_t_2 = ((__pyx_v_stop < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":819 + * stop += shape + * if stop < 0: + * stop = 0 # <<<<<<<<<<<<<< + * elif stop > shape: + * stop = shape + */ + __pyx_v_stop = 0; + + /* "View.MemoryView":818 + * if stop < 0: + * stop += shape + * if stop < 0: # <<<<<<<<<<<<<< + * stop = 0 + * elif stop > shape: + */ + } + + /* "View.MemoryView":816 + * + * if have_stop: + * if stop < 0: # <<<<<<<<<<<<<< + * stop += shape + * if stop < 0: + */ + goto __pyx_L17; + } + + /* "View.MemoryView":820 + * if stop < 0: + * stop = 0 + * elif stop > shape: # <<<<<<<<<<<<<< + * stop = shape + * else: + */ + __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":821 + * stop = 0 + * elif stop > shape: + * stop = shape # <<<<<<<<<<<<<< + * else: + * if negative_step: + */ + __pyx_v_stop = __pyx_v_shape; + + /* "View.MemoryView":820 + * if stop < 0: + * stop = 0 + * elif stop > shape: # <<<<<<<<<<<<<< + * stop = shape + * else: + */ + } + __pyx_L17:; + + /* "View.MemoryView":815 + * start = 0 + * + * if have_stop: # <<<<<<<<<<<<<< + * if stop < 0: + * stop += shape + */ + goto __pyx_L16; + } + + /* "View.MemoryView":823 + * stop = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * stop = -1 + * else: + */ + /*else*/ { + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":824 + * else: + * if negative_step: + * stop = -1 # <<<<<<<<<<<<<< + * else: + * stop = shape + */ + __pyx_v_stop = -1L; + + /* "View.MemoryView":823 + * stop = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * stop = -1 + * else: + */ + goto __pyx_L19; + } + + /* "View.MemoryView":826 + * stop = -1 + * else: + * stop = shape # <<<<<<<<<<<<<< + * + * if not have_step: + */ + /*else*/ { + __pyx_v_stop = __pyx_v_shape; + } + __pyx_L19:; + } + __pyx_L16:; + + /* "View.MemoryView":828 + * stop = shape + * + * if not have_step: # <<<<<<<<<<<<<< + * step = 1 + * + */ + __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":829 + * + * if not have_step: + * step = 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_step = 1; + + /* "View.MemoryView":828 + * stop = shape + * + * if not have_step: # <<<<<<<<<<<<<< + * step = 1 + * + */ + } + + /* "View.MemoryView":833 + * + * with cython.cdivision(True): + * new_shape = (stop - start) // step # <<<<<<<<<<<<<< + * + * if (stop - start) - step * new_shape: + */ + __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step); + + /* "View.MemoryView":835 + * new_shape = (stop - start) // step + * + * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< + * new_shape += 1 + * + */ + __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":836 + * + * if (stop - start) - step * new_shape: + * new_shape += 1 # <<<<<<<<<<<<<< + * + * if new_shape < 0: + */ + __pyx_v_new_shape = (__pyx_v_new_shape + 1); + + /* "View.MemoryView":835 + * new_shape = (stop - start) // step + * + * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< + * new_shape += 1 + * + */ + } + + /* "View.MemoryView":838 + * new_shape += 1 + * + * if new_shape < 0: # <<<<<<<<<<<<<< + * new_shape = 0 + * + */ + __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":839 + * + * if new_shape < 0: + * new_shape = 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_new_shape = 0; + + /* "View.MemoryView":838 + * new_shape += 1 + * + * if new_shape < 0: # <<<<<<<<<<<<<< + * new_shape = 0 + * + */ + } + + /* "View.MemoryView":842 + * + * + * dst.strides[new_ndim] = stride * step # <<<<<<<<<<<<<< + * dst.shape[new_ndim] = new_shape + * dst.suboffsets[new_ndim] = suboffset + */ + (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step); + + /* "View.MemoryView":843 + * + * dst.strides[new_ndim] = stride * step + * dst.shape[new_ndim] = new_shape # <<<<<<<<<<<<<< + * dst.suboffsets[new_ndim] = suboffset + * + */ + (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape; + + /* "View.MemoryView":844 + * dst.strides[new_ndim] = stride * step + * dst.shape[new_ndim] = new_shape + * dst.suboffsets[new_ndim] = suboffset # <<<<<<<<<<<<<< + * + * + */ + (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset; + } + __pyx_L3:; + + /* "View.MemoryView":847 + * + * + * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< + * dst.data += start * stride + * else: + */ + __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":848 + * + * if suboffset_dim[0] < 0: + * dst.data += start * stride # <<<<<<<<<<<<<< + * else: + * dst.suboffsets[suboffset_dim[0]] += start * stride + */ + __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride)); + + /* "View.MemoryView":847 + * + * + * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< + * dst.data += start * stride + * else: + */ + goto __pyx_L23; + } + + /* "View.MemoryView":850 + * dst.data += start * stride + * else: + * dst.suboffsets[suboffset_dim[0]] += start * stride # <<<<<<<<<<<<<< + * + * if suboffset >= 0: + */ + /*else*/ { + __pyx_t_3 = (__pyx_v_suboffset_dim[0]); + (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride)); + } + __pyx_L23:; + + /* "View.MemoryView":852 + * dst.suboffsets[suboffset_dim[0]] += start * stride + * + * if suboffset >= 0: # <<<<<<<<<<<<<< + * if not is_slice: + * if new_ndim == 0: + */ + __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":853 + * + * if suboffset >= 0: + * if not is_slice: # <<<<<<<<<<<<<< + * if new_ndim == 0: + * dst.data = ( dst.data)[0] + suboffset + */ + __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":854 + * if suboffset >= 0: + * if not is_slice: + * if new_ndim == 0: # <<<<<<<<<<<<<< + * dst.data = ( dst.data)[0] + suboffset + * else: + */ + __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":855 + * if not is_slice: + * if new_ndim == 0: + * dst.data = ( dst.data)[0] + suboffset # <<<<<<<<<<<<<< + * else: + * _err_dim(IndexError, "All dimensions preceding dimension %d " + */ + __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset); + + /* "View.MemoryView":854 + * if suboffset >= 0: + * if not is_slice: + * if new_ndim == 0: # <<<<<<<<<<<<<< + * dst.data = ( dst.data)[0] + suboffset + * else: + */ + goto __pyx_L26; + } + + /* "View.MemoryView":857 + * dst.data = ( dst.data)[0] + suboffset + * else: + * _err_dim(IndexError, "All 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memview.view.ndim, + * to_object_func, to_dtype_func, + * memview.dtype_is_object) # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + __pyx_r = __pyx_t_5; + __pyx_t_5 = 0; + goto __pyx_L0; + + /* "View.MemoryView":1043 + * + * @cname('__pyx_memoryview_copy_object_from_slice') + * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice): # <<<<<<<<<<<<<< + * """ + * Create a new memoryview object from a given memoryview object and slice. + */ + + /* function exit code */ + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_5); + __Pyx_AddTraceback("View.MemoryView.memoryview_copy_from_slice", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "View.MemoryView":1065 + * + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< + * if arg < 0: + * return -arg + */ + +static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { + Py_ssize_t __pyx_r; + int __pyx_t_1; + + /* "View.MemoryView":1066 + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: + * if arg < 0: # <<<<<<<<<<<<<< + * return -arg + * else: + */ + __pyx_t_1 = ((__pyx_v_arg < 0) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1067 + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: + * if arg < 0: + * return -arg # <<<<<<<<<<<<<< + * else: + * return arg + */ + __pyx_r = (-__pyx_v_arg); + goto __pyx_L0; + + /* "View.MemoryView":1066 + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: + * if arg < 0: # <<<<<<<<<<<<<< + * return -arg + * else: + */ + } + + /* "View.MemoryView":1069 + * return -arg + * else: + * return arg # <<<<<<<<<<<<<< + * + * @cname('__pyx_get_best_slice_order') + */ + /*else*/ { + __pyx_r = __pyx_v_arg; + goto __pyx_L0; + } + + /* "View.MemoryView":1065 + * + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< + * if arg < 0: + * return -arg + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1072 + * + * @cname('__pyx_get_best_slice_order') + * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< + * """ + * Figure out the best memory access order for a given slice. + */ + +static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) { + int __pyx_v_i; + Py_ssize_t __pyx_v_c_stride; + Py_ssize_t __pyx_v_f_stride; + char __pyx_r; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1077 + * """ + * cdef int i + * cdef Py_ssize_t c_stride = 0 # <<<<<<<<<<<<<< + * cdef Py_ssize_t f_stride = 0 + * + */ + __pyx_v_c_stride = 0; + + /* "View.MemoryView":1078 + * cdef int i + * cdef Py_ssize_t c_stride = 0 + * cdef Py_ssize_t f_stride = 0 # <<<<<<<<<<<<<< + * + * for i in range(ndim - 1, -1, -1): + */ + __pyx_v_f_stride = 0; + + /* "View.MemoryView":1080 + * cdef Py_ssize_t f_stride = 0 + * + * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * if mslice.shape[i] > 1: + * c_stride = mslice.strides[i] + */ + for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { + __pyx_v_i = __pyx_t_1; + + /* "View.MemoryView":1081 + * + * for i in range(ndim - 1, -1, -1): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * c_stride = mslice.strides[i] + * break + */ + __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1082 + * for i in range(ndim - 1, -1, -1): + * if mslice.shape[i] > 1: + * c_stride = mslice.strides[i] # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1083 + * if mslice.shape[i] > 1: + * c_stride = mslice.strides[i] + * break # <<<<<<<<<<<<<< + * + * for i in range(ndim): + */ + goto __pyx_L4_break; + + /* "View.MemoryView":1081 + * + * for i in range(ndim - 1, -1, -1): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * c_stride = mslice.strides[i] + * break + */ + } + } + __pyx_L4_break:; + + /* "View.MemoryView":1085 + * break + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] + */ + __pyx_t_1 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1086 + * + * for i in range(ndim): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * f_stride = mslice.strides[i] + * break + */ + __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1087 + * for i in range(ndim): + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1088 + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] + * break # <<<<<<<<<<<<<< + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): + */ + goto __pyx_L7_break; + + /* "View.MemoryView":1086 + * + * for i in range(ndim): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * f_stride = mslice.strides[i] + * break + */ + } + } + __pyx_L7_break:; + + /* "View.MemoryView":1090 + * break + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< + * return 'C' + * else: + */ + __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1091 + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): + * return 'C' # <<<<<<<<<<<<<< + * else: + * return 'F' + */ + __pyx_r = 'C'; + goto __pyx_L0; + + /* "View.MemoryView":1090 + * break + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< + * return 'C' + * else: + */ + } + + /* "View.MemoryView":1093 + * return 'C' + * else: + * return 'F' # <<<<<<<<<<<<<< + * + * @cython.cdivision(True) + */ + /*else*/ { + __pyx_r = 'F'; + goto __pyx_L0; + } + + /* "View.MemoryView":1072 + * + * @cname('__pyx_get_best_slice_order') + * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< + * """ + * Figure out the best memory access order for a given slice. + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1096 + * + * @cython.cdivision(True) + * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< + * char *dst_data, Py_ssize_t *dst_strides, + * Py_ssize_t *src_shape, Py_ssize_t *dst_shape, + */ + +static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) { + CYTHON_UNUSED Py_ssize_t __pyx_v_i; + CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent; + Py_ssize_t __pyx_v_dst_extent; + Py_ssize_t __pyx_v_src_stride; + Py_ssize_t __pyx_v_dst_stride; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + Py_ssize_t __pyx_t_4; + Py_ssize_t __pyx_t_5; + + /* "View.MemoryView":1103 + * + * cdef Py_ssize_t i + * cdef Py_ssize_t src_extent = src_shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] + */ + __pyx_v_src_extent = (__pyx_v_src_shape[0]); + + /* "View.MemoryView":1104 + * cdef Py_ssize_t i + * cdef Py_ssize_t src_extent = src_shape[0] + * cdef Py_ssize_t dst_extent = dst_shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t src_stride = src_strides[0] + * cdef Py_ssize_t dst_stride = dst_strides[0] + */ + __pyx_v_dst_extent = (__pyx_v_dst_shape[0]); + + /* "View.MemoryView":1105 + * cdef Py_ssize_t src_extent = src_shape[0] + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + */ + __pyx_v_src_stride = (__pyx_v_src_strides[0]); + + /* "View.MemoryView":1106 + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] + * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< + * + * if ndim == 1: + */ + __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); + + /* "View.MemoryView":1108 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + */ + __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + + /* "View.MemoryView":1110 + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: + */ + __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize); + if (__pyx_t_2) { + __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride)); + } + __pyx_t_3 = (__pyx_t_2 != 0); + __pyx_t_1 = __pyx_t_3; + __pyx_L5_bool_binop_done:; + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + if (__pyx_t_1) { + + /* "View.MemoryView":1111 + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): + */ + memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)); + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + goto __pyx_L4; + } + + /* "View.MemoryView":1113 + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride + */ + /*else*/ { + __pyx_t_4 = __pyx_v_dst_extent; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1114 + * else: + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< + * src_data += src_stride + * dst_data += dst_stride + */ + memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize); + + /* "View.MemoryView":1115 + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * else: + */ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1116 + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): + */ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L4:; + + /* "View.MemoryView":1108 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1118 + * dst_data += dst_stride + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * _copy_strided_to_strided(src_data, src_strides + 1, + * dst_data, dst_strides + 1, + */ + /*else*/ { + __pyx_t_4 = __pyx_v_dst_extent; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1119 + * else: + * for i in range(dst_extent): + * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< + * dst_data, dst_strides + 1, + * src_shape + 1, dst_shape + 1, + */ + _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); + + /* "View.MemoryView":1123 + * src_shape + 1, dst_shape + 1, + * ndim - 1, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * + */ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1124 + * ndim - 1, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, + */ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L3:; + + /* "View.MemoryView":1096 + * + * @cython.cdivision(True) + * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< + * char *dst_data, Py_ssize_t *dst_strides, + * Py_ssize_t *src_shape, Py_ssize_t *dst_shape, + */ + + /* function exit code */ +} + +/* "View.MemoryView":1126 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + */ + +static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { + + /* "View.MemoryView":1129 + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< + * src.shape, dst.shape, ndim, itemsize) + * + */ + _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1126 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + */ + + /* function exit code */ +} + +/* "View.MemoryView":1133 + * + * @cname('__pyx_memoryview_slice_get_size') + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + */ + +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) { + int __pyx_v_i; + Py_ssize_t __pyx_v_size; + Py_ssize_t __pyx_r; + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1136 + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + * cdef Py_ssize_t size = src.memview.view.itemsize # <<<<<<<<<<<<<< + * + * for i in range(ndim): + */ + __pyx_t_1 = __pyx_v_src->memview->view.itemsize; + __pyx_v_size = __pyx_t_1; + + /* "View.MemoryView":1138 + * cdef Py_ssize_t size = src.memview.view.itemsize + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * size *= src.shape[i] + * + */ + __pyx_t_2 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1139 + * + * for i in range(ndim): + * size *= src.shape[i] # <<<<<<<<<<<<<< + * + * return size + */ + __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i])); + } + + /* "View.MemoryView":1141 + * size *= src.shape[i] + * + * return size # <<<<<<<<<<<<<< + * + * @cname('__pyx_fill_contig_strides_array') + */ + __pyx_r = __pyx_v_size; + goto __pyx_L0; + + /* "View.MemoryView":1133 + * + * @cname('__pyx_memoryview_slice_get_size') + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1144 + * + * @cname('__pyx_fill_contig_strides_array') + * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< + * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, + * int ndim, char order) nogil: + */ + +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) { + int __pyx_v_idx; + Py_ssize_t __pyx_r; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1153 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride + */ + __pyx_t_1 = ((__pyx_v_order == 'F') != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1154 + * + * if order == 'F': + * for idx in range(ndim): # <<<<<<<<<<<<<< + * strides[idx] = stride + * stride = stride * shape[idx] + */ + __pyx_t_2 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_idx = __pyx_t_3; + + /* "View.MemoryView":1155 + * if order == 'F': + * for idx in range(ndim): + * strides[idx] = stride # <<<<<<<<<<<<<< + * stride = stride * shape[idx] + * else: + */ + (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; + + /* "View.MemoryView":1156 + * for idx in range(ndim): + * strides[idx] = stride + * stride = stride * shape[idx] # <<<<<<<<<<<<<< + * else: + * for idx in range(ndim - 1, -1, -1): + */ + __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); + } + + /* "View.MemoryView":1153 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1158 + * stride = 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__pyx_v_ndim); + + /* "View.MemoryView":1272 + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + */ + } + __pyx_L12:; + + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + __pyx_t_2 = (__pyx_v_direct_copy != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1277 + * if direct_copy: + * + * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1278 + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) + */ + memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)); + + /* "View.MemoryView":1279 + * refcount_copying(&dst, dtype_is_object, ndim, False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< + * free(tmpdata) + * return 0 + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1280 + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * + */ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1281 + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * if order == 'F' == get_best_order(&dst, ndim): + */ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + } + + /* "View.MemoryView":1267 + * src = tmp + * + * if not broadcasting: # <<<<<<<<<<<<<< + * + * + */ + } + + /* "View.MemoryView":1283 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_2 = (__pyx_v_order == 'F'); + if (__pyx_t_2) { + __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim)); + } + __pyx_t_7 = (__pyx_t_2 != 0); + if (__pyx_t_7) { + + /* "View.MemoryView":1286 + * + * + * transpose_memslice(&src) # <<<<<<<<<<<<<< + * transpose_memslice(&dst) + * + */ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1287 + * + * transpose_memslice(&src) + * transpose_memslice(&dst) # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1283 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * + */ + } + + /* "View.MemoryView":1289 + * transpose_memslice(&dst) + * + * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, True) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1290 + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, True) + * + */ + copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1291 + * refcount_copying(&dst, dtype_is_object, ndim, False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< + * + * free(tmpdata) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1293 + * refcount_copying(&dst, dtype_is_object, ndim, True) + * + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * + */ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1294 + * + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_broadcast_leading') + */ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1225 + * + * @cname('__pyx_memoryview_copy_contents') + * cdef int memoryview_copy_contents(__Pyx_memviewslice src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice dst, + * int src_ndim, int dst_ndim, + */ + + /* function exit code */ + __pyx_L1_error:; + { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + } + __pyx_r = -1; + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1297 + * + * @cname('__pyx_memoryview_broadcast_leading') + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< + * int ndim, + * int ndim_other) nogil: + */ + +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) { + int __pyx_v_i; + int __pyx_v_offset; + int __pyx_t_1; + int __pyx_t_2; + + /* "View.MemoryView":1301 + * int ndim_other) nogil: + * cdef int i + * cdef int offset = ndim_other - ndim # <<<<<<<<<<<<<< + * + * for i in range(ndim - 1, -1, -1): + */ + __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim); + + /* "View.MemoryView":1303 + * cdef int offset = ndim_other - ndim + * + * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] + */ + for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { + __pyx_v_i = __pyx_t_1; + + /* "View.MemoryView":1304 + * + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] # <<<<<<<<<<<<<< + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + */ + (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]); + + /* "View.MemoryView":1305 + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] # <<<<<<<<<<<<<< + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * + */ + (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1306 + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] # <<<<<<<<<<<<<< + * + * for i in range(offset): + */ + (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]); + } + + /* "View.MemoryView":1308 + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * + * for i in range(offset): # <<<<<<<<<<<<<< + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] + */ + __pyx_t_1 = __pyx_v_offset; + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { + __pyx_v_i = __pyx_t_2; + + /* "View.MemoryView":1309 + * + * for i in range(offset): + * mslice.shape[i] = 1 # <<<<<<<<<<<<<< + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 + */ + (__pyx_v_mslice->shape[__pyx_v_i]) = 1; + + /* "View.MemoryView":1310 + * for i in range(offset): + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] # <<<<<<<<<<<<<< + * mslice.suboffsets[i] = -1 + * + */ + (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]); + + /* "View.MemoryView":1311 + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< + * + * + */ + (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L; + } + + /* "View.MemoryView":1297 + * + * @cname('__pyx_memoryview_broadcast_leading') + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< + * int ndim, + * int ndim_other) nogil: + */ + + /* function exit code */ +} + +/* "View.MemoryView":1319 + * + * @cname('__pyx_memoryview_refcount_copying') + * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, # <<<<<<<<<<<<<< + * int ndim, bint inc) nogil: + * + */ + +static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int 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__pyx_v_strides, __pyx_v_ndim, __pyx_v_inc); + + /* "View.MemoryView":1328 + * + * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') + * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< + * Py_ssize_t *strides, int ndim, + * bint inc) with gil: + */ + + /* function exit code */ + __Pyx_RefNannyFinishContext(); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif +} + +/* "View.MemoryView":1334 + * + * @cname('__pyx_memoryview_refcount_objects_in_slice') + * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< + * Py_ssize_t *strides, int ndim, bint inc): + * cdef Py_ssize_t i + */ + +static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) { + CYTHON_UNUSED Py_ssize_t __pyx_v_i; + __Pyx_RefNannyDeclarations + Py_ssize_t __pyx_t_1; + Py_ssize_t __pyx_t_2; + int __pyx_t_3; + 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dtype_is_object) nogil: + * refcount_copying(dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< + * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, + * itemsize, item) + */ + __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1358 + * bint dtype_is_object) nogil: + * refcount_copying(dst, dtype_is_object, ndim, False) + * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, # <<<<<<<<<<<<<< + * itemsize, item) + * refcount_copying(dst, dtype_is_object, ndim, True) + */ + __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item); + + /* "View.MemoryView":1360 + * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, + * itemsize, item) + * refcount_copying(dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< + * + * + */ + __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1354 + * + * @cname('__pyx_memoryview_slice_assign_scalar') + * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, # <<<<<<<<<<<<<< + * size_t itemsize, void *item, + * bint dtype_is_object) nogil: + */ + + /* function exit code */ +} + +/* "View.MemoryView":1364 + * + * @cname('__pyx_memoryview__slice_assign_scalar') + * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< + * Py_ssize_t *strides, int ndim, + * size_t itemsize, void *item) nogil: + */ + +static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item) { + CYTHON_UNUSED Py_ssize_t __pyx_v_i; + Py_ssize_t __pyx_v_stride; + Py_ssize_t __pyx_v_extent; + int __pyx_t_1; + Py_ssize_t __pyx_t_2; + Py_ssize_t __pyx_t_3; + + /* "View.MemoryView":1368 + * size_t itemsize, void *item) nogil: + * cdef Py_ssize_t i + * cdef Py_ssize_t stride = strides[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t extent = shape[0] + * + */ + __pyx_v_stride = (__pyx_v_strides[0]); + + /* "View.MemoryView":1369 + * cdef Py_ssize_t i + * cdef Py_ssize_t stride = strides[0] + * cdef Py_ssize_t extent = shape[0] # <<<<<<<<<<<<<< + * + * if ndim == 1: + */ + __pyx_v_extent = (__pyx_v_shape[0]); + + /* "View.MemoryView":1371 + * cdef Py_ssize_t extent = shape[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * for i in range(extent): + * memcpy(data, item, itemsize) + */ + __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1372 + * + * if ndim == 1: + * for i in range(extent): # <<<<<<<<<<<<<< + * memcpy(data, item, itemsize) + * data += stride + */ + __pyx_t_2 = __pyx_v_extent; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1373 + * if ndim == 1: + * for i in range(extent): + * memcpy(data, item, itemsize) # <<<<<<<<<<<<<< + * data += stride + * else: + */ + memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize); + + /* "View.MemoryView":1374 + * for i in range(extent): + * memcpy(data, item, itemsize) + * data += stride # <<<<<<<<<<<<<< + * else: + * for i in range(extent): + */ + __pyx_v_data = (__pyx_v_data + __pyx_v_stride); + } + + /* "View.MemoryView":1371 + * cdef Py_ssize_t extent = shape[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * for i in range(extent): + * memcpy(data, item, itemsize) + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1376 + * data += stride + * else: + * for i in range(extent): # <<<<<<<<<<<<<< + * _slice_assign_scalar(data, shape + 1, strides + 1, + * ndim - 1, itemsize, item) + */ + /*else*/ { + __pyx_t_2 = __pyx_v_extent; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1377 + * else: + * for i in range(extent): + * _slice_assign_scalar(data, shape + 1, strides + 1, # <<<<<<<<<<<<<< + * ndim - 1, itemsize, item) + * data += stride + */ + __pyx_memoryview__slice_assign_scalar(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize, __pyx_v_item); + + /* "View.MemoryView":1379 + * _slice_assign_scalar(data, shape + 1, strides + 1, + * ndim - 1, itemsize, item) + * data += stride # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_data = (__pyx_v_data + __pyx_v_stride); + } + } + __pyx_L3:; + + /* "View.MemoryView":1364 + * + * @cname('__pyx_memoryview__slice_assign_scalar') + * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< + * Py_ssize_t *strides, int ndim, + * size_t itemsize, void *item) nogil: + */ + + /* function exit code */ +} + +static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_array_obj *p; + PyObject *o; + if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) { + o = (*t->tp_alloc)(t, 0); + } else { + o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0); + } + if (unlikely(!o)) return 0; + p = ((struct __pyx_array_obj *)o); + p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None); + p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_array(PyObject *o) { + struct __pyx_array_obj *p = (struct __pyx_array_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_array___dealloc__(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->mode); + Py_CLEAR(p->_format); + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_array___setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) { + PyObject *v = PyObject_GenericGetAttr(o, n); + if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_Clear(); + v = __pyx_array___getattr__(o, n); + } + return v; +} + +static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) { + return get_memview(o); +} + +static PyMethodDef __pyx_methods_array[] = { + {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_array[] = { + {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_array = { + 0, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_array, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_array = { + 0, /*mp_length*/ + __pyx_array___getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_array = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + __pyx_array_getbuffer, /*bf_getbuffer*/ + 0, /*bf_releasebuffer*/ +}; + +static PyTypeObject __pyx_type___pyx_array = { + PyVarObject_HEAD_INIT(0, 0) + "polylearn.cd_direct_fast.array", /*tp_name*/ + sizeof(struct __pyx_array_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_array, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_array, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_array, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + __pyx_tp_getattro_array, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_array, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_array, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_array, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_array, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; + +static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_MemviewEnum_obj *p; + PyObject *o; + if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) { + o = (*t->tp_alloc)(t, 0); + } else { + o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0); + } + if (unlikely(!o)) return 0; + p = ((struct __pyx_MemviewEnum_obj *)o); + p->name = Py_None; Py_INCREF(Py_None); + return o; +} + +static void __pyx_tp_dealloc_Enum(PyObject *o) { + struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + PyObject_GC_UnTrack(o); + Py_CLEAR(p->name); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; + if (p->name) { + e = (*v)(p->name, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_Enum(PyObject *o) { + PyObject* tmp; + struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; + tmp = ((PyObject*)p->name); + p->name = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_Enum[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type___pyx_MemviewEnum = { + PyVarObject_HEAD_INIT(0, 0) + "polylearn.cd_direct_fast.Enum", /*tp_name*/ + sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_Enum, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + __pyx_MemviewEnum___repr__, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_Enum, /*tp_traverse*/ + __pyx_tp_clear_Enum, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_Enum, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_MemviewEnum___init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_Enum, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; +static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview; + +static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryview_obj *p; + PyObject *o; + if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) { + o = (*t->tp_alloc)(t, 0); + } else { + o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0); + } + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryview_obj *)o); + p->__pyx_vtab = __pyx_vtabptr_memoryview; + p->obj = Py_None; Py_INCREF(Py_None); + p->_size = Py_None; Py_INCREF(Py_None); + p->_array_interface = Py_None; Py_INCREF(Py_None); + p->view.obj = NULL; + if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_memoryview(PyObject *o) { + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_memoryview___dealloc__(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->obj); + Py_CLEAR(p->_size); + Py_CLEAR(p->_array_interface); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + if (p->obj) { + e = (*v)(p->obj, a); if (e) return e; + } + if (p->_size) { + e = (*v)(p->_size, a); if (e) return e; + } + if (p->_array_interface) { + e = (*v)(p->_array_interface, a); if (e) return e; + } + if (p->view.obj) { + e = (*v)(p->view.obj, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_memoryview(PyObject *o) { + PyObject* tmp; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + tmp = ((PyObject*)p->obj); + p->obj = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->_size); + p->_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->_array_interface); + p->_array_interface = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + Py_CLEAR(p->view.obj); + return 0; +} +static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_memoryview___setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_transpose(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview__get__base(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_shape(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_strides(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_suboffsets(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_ndim(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_itemsize(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_nbytes(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_size(o); +} + +static PyMethodDef __pyx_methods_memoryview[] = { + {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0}, + {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0}, + {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0}, + {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_memoryview[] = { + {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0}, + {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0}, + {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0}, + {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0}, + {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0}, + {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0}, + {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0}, + {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0}, + {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_memoryview = { + __pyx_memoryview___len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_memoryview, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_memoryview = { + __pyx_memoryview___len__, /*mp_length*/ + __pyx_memoryview___getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_memoryview = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + __pyx_memoryview_getbuffer, /*bf_getbuffer*/ + 0, /*bf_releasebuffer*/ +}; + +static PyTypeObject __pyx_type___pyx_memoryview = { + PyVarObject_HEAD_INIT(0, 0) + "polylearn.cd_direct_fast.memoryview", /*tp_name*/ + sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_memoryview, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + __pyx_memoryview___repr__, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_memoryview___str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_memoryview, /*tp_traverse*/ + __pyx_tp_clear_memoryview, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_memoryview, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_memoryview, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_memoryview, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; +static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice; + +static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryviewslice_obj *p; + PyObject *o = __pyx_tp_new_memoryview(t, a, k); + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryviewslice_obj *)o); + p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice; + p->from_object = Py_None; Py_INCREF(Py_None); + p->from_slice.memview = NULL; + return o; +} + +static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) { + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_memoryviewslice___dealloc__(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->from_object); + PyObject_GC_Track(o); + __pyx_tp_dealloc_memoryview(o); +} + +static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e; + if (p->from_object) { + e = (*v)(p->from_object, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear__memoryviewslice(PyObject *o) { + PyObject* tmp; + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + __pyx_tp_clear_memoryview(o); + tmp = ((PyObject*)p->from_object); + p->from_object = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + __PYX_XDEC_MEMVIEW(&p->from_slice, 1); + return 0; +} + +static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryviewslice__get__base(o); +} + +static PyMethodDef __pyx_methods__memoryviewslice[] = { + {0, 0, 0, 0} +}; 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{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + return 0; + __pyx_L1_error:; + return -1; +} + +#if PY_MAJOR_VERSION < 3 +PyMODINIT_FUNC initcd_direct_fast(void); /*proto*/ +PyMODINIT_FUNC initcd_direct_fast(void) +#else +PyMODINIT_FUNC PyInit_cd_direct_fast(void); /*proto*/ +PyMODINIT_FUNC PyInit_cd_direct_fast(void) +#endif +{ + PyObject *__pyx_t_1 = NULL; + PyObject *__pyx_t_2 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannyDeclarations + #if CYTHON_REFNANNY + __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny"); + if (!__Pyx_RefNanny) { + PyErr_Clear(); + __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny"); + if (!__Pyx_RefNanny) + Py_FatalError("failed to import 'refnanny' module"); + } + #endif + __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit_cd_direct_fast(void)", 0); + if (__Pyx_check_binary_version() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #ifdef __Pyx_CyFunction_USED @@ -5805,28 +18233,48 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) if (unlikely(PyDict_SetItemString(modules, "polylearn.cd_direct_fast", __pyx_m) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } - #endif - /*--- Builtin init code ---*/ - if (__Pyx_InitCachedBuiltins() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /*--- Constants init code ---*/ - if (__Pyx_InitCachedConstants() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /*--- Global init code ---*/ - /*--- Variable export code ---*/ - /*--- Function export code ---*/ - /*--- Type init code ---*/ - /*--- Type import code ---*/ - __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", - #if CYTHON_COMPILING_IN_PYPY - sizeof(PyTypeObject), - #else - sizeof(PyHeapTypeObject), - #endif - 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + /*--- Builtin init code ---*/ + if (__Pyx_InitCachedBuiltins() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Constants init code ---*/ + if (__Pyx_InitCachedConstants() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Global init code ---*/ + generic = Py_None; Py_INCREF(Py_None); + strided = Py_None; Py_INCREF(Py_None); + indirect = Py_None; Py_INCREF(Py_None); + contiguous = Py_None; Py_INCREF(Py_None); + indirect_contiguous = Py_None; Py_INCREF(Py_None); + /*--- Variable export code ---*/ + /*--- Function export code ---*/ + /*--- Type init code ---*/ + if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_array.tp_print = 0; + __pyx_array_type = &__pyx_type___pyx_array; + if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_MemviewEnum.tp_print = 0; + __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum; + __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview; + __pyx_vtable_memoryview.get_item_pointer = (char *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_get_item_pointer; + __pyx_vtable_memoryview.is_slice = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_is_slice; + __pyx_vtable_memoryview.setitem_slice_assignment = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_slice_assignment; + __pyx_vtable_memoryview.setitem_slice_assign_scalar = (PyObject *(*)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_setitem_slice_assign_scalar; + __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed; + __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object; + __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object; + if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_memoryview.tp_print = 0; + if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_memoryview_type = &__pyx_type___pyx_memoryview; + __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice; + __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview; + __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object; + __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object; + __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type; + if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_memoryviewslice.tp_print = 0; + if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice; + /*--- Type import code ---*/ __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -5843,26 +18291,38 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", + #if CYTHON_COMPILING_IN_PYPY + sizeof(PyTypeObject), + #else + sizeof(PyHeapTypeObject), + #endif + 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_broadcast 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__pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + PyType_Modified(__pyx_memoryviewslice_type); + + /* "View.MemoryView":1364 + * + * @cname('__pyx_memoryview__slice_assign_scalar') + * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< + * Py_ssize_t *strides, int ndim, + * size_t itemsize, void *item) nogil: */ - /*--- Wrapped vars code ---*/ + /*--- Wrapped vars code ---*/ + + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_XDECREF(__pyx_t_2); + if (__pyx_m) { + if (__pyx_d) { + __Pyx_AddTraceback("init polylearn.cd_direct_fast", __pyx_clineno, __pyx_lineno, __pyx_filename); + } + Py_DECREF(__pyx_m); __pyx_m = 0; + } else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_ImportError, "init polylearn.cd_direct_fast"); + } + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + #if PY_MAJOR_VERSION < 3 + return; + #else + return __pyx_m; + #endif +} + +/* --- Runtime support code --- */ +#if CYTHON_REFNANNY +static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { + PyObject *m = NULL, *p = NULL; + void *r = NULL; + m = PyImport_ImportModule((char *)modname); + if (!m) goto end; + p = PyObject_GetAttrString(m, (char *)"RefNannyAPI"); + if (!p) goto end; + r = PyLong_AsVoidPtr(p); +end: + Py_XDECREF(p); + Py_XDECREF(m); + return (__Pyx_RefNannyAPIStruct *)r; +} +#endif + +static PyObject *__Pyx_GetBuiltinName(PyObject *name) { + PyObject* 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"" : "s", num_found); +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); 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+} +static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (likely(Py_TYPE(obj) == type)) return 1; + #if PY_MAJOR_VERSION == 2 + else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; + #endif + } + else { + if (likely(PyObject_TypeCheck(obj, type))) return 1; + } + __Pyx_RaiseArgumentTypeInvalid(name, obj, type); + return 0; +} - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - if (__pyx_m) { - if (__pyx_d) { - __Pyx_AddTraceback("init polylearn.cd_direct_fast", __pyx_clineno, __pyx_lineno, __pyx_filename); +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyObject *result; + ternaryfunc call = func->ob_type->tp_call; + if (unlikely(!call)) + return PyObject_Call(func, arg, kw); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = (*call)(func, arg, kw); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); } - Py_DECREF(__pyx_m); __pyx_m = 0; - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_ImportError, "init polylearn.cd_direct_fast"); - } - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - #if PY_MAJOR_VERSION < 3 - return; - #else - return __pyx_m; - #endif + return result; } +#endif -/* --- Runtime support code --- */ -#if CYTHON_REFNANNY -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { - PyObject *m = NULL, *p = NULL; - void *r = NULL; - m = PyImport_ImportModule((char *)modname); - if (!m) goto end; - p = PyObject_GetAttrString(m, (char *)"RefNannyAPI"); - if (!p) goto end; - r = PyLong_AsVoidPtr(p); -end: - Py_XDECREF(p); - Py_XDECREF(m); - return (__Pyx_RefNannyAPIStruct *)r; +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { + PyObject *self, *result; + PyCFunction cfunc; + cfunc = PyCFunction_GET_FUNCTION(func); + self = PyCFunction_GET_SELF(func); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = cfunc(self, arg); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; } #endif -static PyObject *__Pyx_GetBuiltinName(PyObject *name) { - PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); - if (unlikely(!result)) { - PyErr_Format(PyExc_NameError, -#if PY_MAJOR_VERSION >= 3 - "name '%U' is not defined", name); +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { +#ifdef __Pyx_CyFunction_USED + if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { #else - "name '%.200s' is not defined", PyString_AS_STRING(name)); + if (likely(PyCFunction_Check(func))) { #endif + if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { + return __Pyx_PyObject_CallMethO(func, NULL); + } } - return result; + return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); } +#endif static CYTHON_INLINE int __Pyx_IsLittleEndian(void) { unsigned int n = 1; @@ -6430,345 +19217,225 @@ static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const cha if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL; break; default: - { - int number = __Pyx_BufFmt_ExpectNumber(&ts); - if (number == -1) return NULL; - ctx->new_count = (size_t)number; - } - } - } -} -static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) { - buf->buf = NULL; - buf->obj = NULL; - buf->strides = __Pyx_zeros; - buf->shape = __Pyx_zeros; - buf->suboffsets = __Pyx_minusones; -} -static CYTHON_INLINE int __Pyx_GetBufferAndValidate( - Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags, - int nd, int cast, __Pyx_BufFmt_StackElem* stack) -{ - if (obj == Py_None || obj == NULL) { - __Pyx_ZeroBuffer(buf); - return 0; - } - buf->buf = NULL; - if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail; - if (buf->ndim != nd) { - PyErr_Format(PyExc_ValueError, - "Buffer has wrong number of dimensions (expected %d, got %d)", - nd, buf->ndim); - goto fail; - } - if (!cast) { - __Pyx_BufFmt_Context ctx; - __Pyx_BufFmt_Init(&ctx, stack, dtype); - if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; - } - if ((unsigned)buf->itemsize != dtype->size) { - PyErr_Format(PyExc_ValueError, - "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)", - buf->itemsize, (buf->itemsize > 1) ? "s" : "", - dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : ""); - goto fail; - } - if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones; - return 0; -fail:; - __Pyx_ZeroBuffer(buf); - return -1; -} -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { - if (info->buf == NULL) return; - if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL; - __Pyx_ReleaseBuffer(info); -} - -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_Restore(type, value, tb); -#endif -} -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(type, value, tb); -#endif -} - -static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, - CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, - int full_traceback, CYTHON_UNUSED int nogil) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; -#ifdef WITH_THREAD - PyGILState_STATE state; - if (nogil) - state = PyGILState_Ensure(); -#endif - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - if (full_traceback) { - Py_XINCREF(old_exc); - Py_XINCREF(old_val); - Py_XINCREF(old_tb); - __Pyx_ErrRestore(old_exc, old_val, old_tb); - PyErr_PrintEx(1); - } - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); - } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); - } -#ifdef WITH_THREAD - if (nogil) - PyGILState_Release(state); -#endif -} - -static 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"; + { + int number = __Pyx_BufFmt_ExpectNumber(&ts); + if (number == -1) return NULL; + ctx->new_count = (size_t)number; + } } - PyErr_Format(PyExc_TypeError, - "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", - func_name, more_or_less, num_expected, - (num_expected == 1) ? "" : "s", num_found); + } } - -static void __Pyx_RaiseDoubleKeywordsError( - const char* func_name, - PyObject* kw_name) +static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) { + buf->buf = NULL; + buf->obj = NULL; + buf->strides = __Pyx_zeros; + buf->shape = __Pyx_zeros; + buf->suboffsets = __Pyx_minusones; +} +static CYTHON_INLINE int __Pyx_GetBufferAndValidate( + Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags, + int nd, int cast, __Pyx_BufFmt_StackElem* stack) { - 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 + if (obj == Py_None || obj == NULL) { + __Pyx_ZeroBuffer(buf); + return 0; + } + buf->buf = NULL; + if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail; + if (buf->ndim != nd) { + PyErr_Format(PyExc_ValueError, + "Buffer has wrong number of dimensions (expected %d, got %d)", + nd, buf->ndim); + goto fail; + } + if (!cast) { + __Pyx_BufFmt_Context ctx; + __Pyx_BufFmt_Init(&ctx, stack, dtype); + if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; + } + if ((unsigned)buf->itemsize != dtype->size) { + PyErr_Format(PyExc_ValueError, + "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)", + buf->itemsize, (buf->itemsize > 1) ? "s" : "", + dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : ""); + goto fail; + } + if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones; + return 0; +fail:; + __Pyx_ZeroBuffer(buf); + return -1; +} +static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { + if (info->buf == NULL) return; + if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL; + __Pyx_ReleaseBuffer(info); } -static int __Pyx_ParseOptionalKeywords( - PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char* function_name) +static int +__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference) { - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject*** name; - PyObject*** first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name-argnames] = value; - continue; + __Pyx_RefNannyDeclarations + int i, retval=-1; + Py_buffer *buf = &memview->view; + __Pyx_RefNannySetupContext("init_memviewslice", 0); + if (!buf) { + PyErr_SetString(PyExc_ValueError, + "buf is NULL."); + goto fail; + } else if (memviewslice->memview || memviewslice->data) { + PyErr_SetString(PyExc_ValueError, + "memviewslice is already initialized!"); + goto fail; + } + if (buf->strides) { + for (i = 0; i < ndim; i++) { + memviewslice->strides[i] = buf->strides[i]; } - name = first_kw_arg; - #if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) - && _PyString_Eq(**name, key)) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || ( - (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) - && _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else - #endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + Py_ssize_t stride = buf->itemsize; + for (i = ndim - 1; i >= 0; i--) { + memviewslice->strides[i] = stride; + stride *= buf->shape[i]; + } + } + for (i = 0; i < ndim; i++) { + memviewslice->shape[i] = buf->shape[i]; + if (buf->suboffsets) { + memviewslice->suboffsets[i] = buf->suboffsets[i]; } else { - goto invalid_keyword; + memviewslice->suboffsets[i] = -1; } } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%.200s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%.200s() got an unexpected keyword argument '%.200s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif -bad: - return -1; + memviewslice->memview = memview; + memviewslice->data = (char *)buf->buf; + if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) { + Py_INCREF(memview); + } + retval = 0; + goto no_fail; +fail: + memviewslice->memview = 0; + memviewslice->data = 0; + retval = -1; +no_fail: + __Pyx_RefNannyFinishContext(); + return retval; } - -static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { - PyErr_Format(PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); +static CYTHON_INLINE void __pyx_fatalerror(const char *fmt, ...) { + va_list vargs; + char msg[200]; +#ifdef HAVE_STDARG_PROTOTYPES + va_start(vargs, fmt); +#else + va_start(vargs); +#endif + vsnprintf(msg, 200, fmt, vargs); + Py_FatalError(msg); + va_end(vargs); } -static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) +static CYTHON_INLINE int +__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count, + PyThread_type_lock lock) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (likely(Py_TYPE(obj) == type)) return 1; - #if PY_MAJOR_VERSION == 2 - else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; - #endif - } - else { - if (likely(PyObject_TypeCheck(obj, type))) return 1; - } - __Pyx_RaiseArgumentTypeInvalid(name, obj, type); - return 0; + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)++; + PyThread_release_lock(lock); + return result; } - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { - PyObject *result; - ternaryfunc call = func->ob_type->tp_call; - if (unlikely(!call)) - return PyObject_Call(func, arg, kw); - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = (*call)(func, arg, kw); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } +static CYTHON_INLINE int +__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count, + PyThread_type_lock lock) +{ + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)--; + PyThread_release_lock(lock); return result; } -#endif - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); +static CYTHON_INLINE void +__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) +{ + int first_time; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (!memview || (PyObject *) memview == Py_None) + return; + if (__pyx_get_slice_count(memview) < 0) + __pyx_fatalerror("Acquisition count is %d (line %d)", + __pyx_get_slice_count(memview), lineno); + first_time = __pyx_add_acquisition_count(memview) == 0; + if (first_time) { + if (have_gil) { + Py_INCREF((PyObject *) memview); + } else { + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_INCREF((PyObject *) memview); + PyGILState_Release(_gilstate); + } + } +} +static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice, + int have_gil, int lineno) { + int last_time; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (!memview ) { + return; + } else if ((PyObject *) memview == Py_None) { + memslice->memview = NULL; + return; + } + if (__pyx_get_slice_count(memview) <= 0) + __pyx_fatalerror("Acquisition count is %d (line %d)", + __pyx_get_slice_count(memview), lineno); + last_time = __pyx_sub_acquisition_count(memview) == 1; + memslice->data = NULL; + if (last_time) { + if (have_gil) { + Py_CLEAR(memslice->memview); + } else { + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_CLEAR(memslice->memview); + PyGILState_Release(_gilstate); + } + } else { + memslice->memview = NULL; } - return result; } -#endif +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); #else - if (likely(PyCFunction_Check(func))) { + PyErr_Restore(type, value, tb); #endif - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); } +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); #endif +} #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, @@ -6940,21 +19607,638 @@ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", index, (index == 1) ? "" : "s"); } - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + const char *ps1, *ps2; + Py_ssize_t length = PyBytes_GET_SIZE(s1); + if (length != PyBytes_GET_SIZE(s2)) + return (equals == Py_NE); + ps1 = PyBytes_AS_STRING(s1); + ps2 = PyBytes_AS_STRING(s2); + if (ps1[0] != ps2[0]) { + return (equals == Py_NE); + } else if (length == 1) { + return (equals == Py_EQ); + } else { + int result = memcmp(ps1, ps2, (size_t)length); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +#endif +} + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else +#if PY_MAJOR_VERSION < 3 + PyObject* owned_ref = NULL; +#endif + int s1_is_unicode, s2_is_unicode; + if (s1 == s2) { + goto return_eq; + } + s1_is_unicode = PyUnicode_CheckExact(s1); + s2_is_unicode = PyUnicode_CheckExact(s2); +#if PY_MAJOR_VERSION < 3 + if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) { + owned_ref = PyUnicode_FromObject(s2); + if (unlikely(!owned_ref)) + return -1; + s2 = owned_ref; + s2_is_unicode = 1; + } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) { + owned_ref = PyUnicode_FromObject(s1); + if (unlikely(!owned_ref)) + return -1; + s1 = owned_ref; + s1_is_unicode = 1; + } else if (((!s2_is_unicode) & (!s1_is_unicode))) { + return __Pyx_PyBytes_Equals(s1, s2, equals); + } +#endif + if (s1_is_unicode & s2_is_unicode) { + Py_ssize_t length; + int kind; + void *data1, *data2; + if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0)) + return -1; + length = __Pyx_PyUnicode_GET_LENGTH(s1); + if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) { + goto return_ne; + } + kind = __Pyx_PyUnicode_KIND(s1); + if (kind != __Pyx_PyUnicode_KIND(s2)) { + goto return_ne; + } + data1 = __Pyx_PyUnicode_DATA(s1); + data2 = __Pyx_PyUnicode_DATA(s2); + if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) { + goto return_ne; + } else if (length == 1) { + goto return_eq; + } else { + int result = memcmp(data1, data2, (size_t)(length * kind)); + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & s2_is_unicode) { + goto return_ne; + } else if ((s2 == Py_None) & s1_is_unicode) { + goto return_ne; + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +return_eq: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ); +return_ne: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_NE); +#endif +} + +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { +#if CYTHON_COMPILING_IN_CPYTHON +#if PY_MAJOR_VERSION >= 3 + if (likely(PyUnicode_Check(n))) +#else + if (likely(PyString_Check(n))) +#endif + return __Pyx_PyObject_GetAttrStr(o, n); +#endif + return PyObject_GetAttr(o, n); +} + +static CYTHON_INLINE PyObject* __Pyx_decode_c_string( + const char* cstring, Py_ssize_t start, Py_ssize_t stop, + const char* encoding, const char* errors, + PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { + Py_ssize_t length; + if (unlikely((start < 0) | (stop < 0))) { + size_t slen = strlen(cstring); + if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) { + PyErr_SetString(PyExc_OverflowError, + "c-string too long to convert to Python"); + return NULL; + } + length = (Py_ssize_t) slen; + if (start < 0) { + start += length; + if (start < 0) + start = 0; + } + if (stop < 0) + stop += length; + } + length = stop - start; + if (unlikely(length <= 0)) + return PyUnicode_FromUnicode(NULL, 0); + cstring += start; + if (decode_func) { + return decode_func(cstring, length, errors); + } else { + return PyUnicode_Decode(cstring, length, encoding, errors); + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (local_tb) { + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + } + #endif + Py_XINCREF(local_tb); + Py_XINCREF(local_type); + Py_XINCREF(local_value); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + #endif + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; + } + #endif + if (!module) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } +bad: + #if PY_VERSION_HEX < 0x03030000 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return NULL; + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +#if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" +#endif + +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) { + #if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(op1))) { + const long b = intval; + long x; + long a = PyInt_AS_LONG(op1); + x = (long)((unsigned long)a + b); + if (likely((x^a) >= 0 || (x^b) >= 0)) + return PyInt_FromLong(x); + return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + #endif + #if CYTHON_USE_PYLONG_INTERNALS && PY_MAJOR_VERSION >= 3 + if (likely(PyLong_CheckExact(op1))) { + const long b = intval; + long a, x; + const PY_LONG_LONG llb = intval; + PY_LONG_LONG lla, llx; + const digit* digits = ((PyLongObject*)op1)->ob_digit; + const Py_ssize_t size = Py_SIZE(op1); + if (likely(__Pyx_sst_abs(size) <= 1)) { + a = likely(size) ? digits[0] : 0; + if (size == -1) a = -a; + } else { + switch (size) { + case -2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case -3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case -4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + default: return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + } + x = a + b; + return PyLong_FromLong(x); + long_long: + llx = lla + llb; + return PyLong_FromLongLong(llx); + } + #endif + if (PyFloat_CheckExact(op1)) { + const long b = intval; + double a = PyFloat_AS_DOUBLE(op1); + double result; + PyFPE_START_PROTECT("add", return NULL) + result = ((double)a) + (double)b; + PyFPE_END_PROTECT(result) + return PyFloat_FromDouble(result); + } + return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); +} +#endif + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, + int full_traceback, CYTHON_UNUSED int nogil) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; +#ifdef WITH_THREAD + PyGILState_STATE state; + if (nogil) + state = PyGILState_Ensure(); +#endif + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + if (full_traceback) { + Py_XINCREF(old_exc); + Py_XINCREF(old_val); + Py_XINCREF(old_tb); + __Pyx_ErrRestore(old_exc, old_val, old_tb); + PyErr_PrintEx(1); + } + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +#ifdef WITH_THREAD + if (nogil) + PyGILState_Release(state); +#endif +} + +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_New(1); + if (unlikely(!args)) return NULL; + Py_INCREF(arg); + PyTuple_SET_ITEM(args, 0, arg); + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; +} +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { +#ifdef __Pyx_CyFunction_USED + if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { +#else + if (likely(PyCFunction_Check(func))) { +#endif + if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { + return __Pyx_PyObject_CallMethO(func, arg); + } + } + return __Pyx__PyObject_CallOneArg(func, arg); +} +#else +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_Pack(1, arg); + if (unlikely(!args)) return NULL; + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; } +#endif -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0) + goto bad; + Py_DECREF(ob); return 0; +bad: + Py_XDECREF(ob); + return -1; } static void* __Pyx_GetVtable(PyObject *dict) { @@ -7139,6 +20423,8 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line, static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags); + if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags); + if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags); PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); return -1; } @@ -7156,7 +20442,272 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { #endif - #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ + static int +__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) +{ + int i; + if (!a || !b) + return 0; + if (a == b) + return 1; + if (a->size != b->size || a->typegroup != b->typegroup || + a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { + if (a->typegroup == 'H' || b->typegroup == 'H') { + return a->size == b->size; + } else { + return 0; + } + } + if (a->ndim) { + for (i = 0; i < a->ndim; i++) + if (a->arraysize[i] != b->arraysize[i]) + return 0; + } + if (a->typegroup == 'S') { + if (a->flags != b->flags) + return 0; + if (a->fields || b->fields) { + if (!(a->fields && b->fields)) + return 0; + for (i = 0; a->fields[i].type && b->fields[i].type; i++) { + __Pyx_StructField *field_a = a->fields + i; + __Pyx_StructField *field_b = b->fields + i; + if (field_a->offset != field_b->offset || + !__pyx_typeinfo_cmp(field_a->type, field_b->type)) + return 0; + } + return !a->fields[i].type && !b->fields[i].type; + } + } + return 1; +} + +static int +__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) +{ + if (buf->shape[dim] <= 1) + return 1; + if (buf->strides) { + if (spec & __Pyx_MEMVIEW_CONTIG) { + if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) { + if (buf->strides[dim] != sizeof(void *)) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly contiguous " + "in dimension %d.", dim); + goto fail; + } + } else if (buf->strides[dim] != buf->itemsize) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_FOLLOW) { + Py_ssize_t stride = buf->strides[dim]; + if (stride < 0) + stride = -stride; + if (stride < buf->itemsize) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + } else { + if (spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not contiguous in " + "dimension %d", dim); + goto fail; + } else if (spec & (__Pyx_MEMVIEW_PTR)) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not indirect in " + "dimension %d", dim); + goto fail; + } else if (buf->suboffsets) { + PyErr_SetString(PyExc_ValueError, + "Buffer exposes suboffsets but no strides"); + goto fail; + } + } + return 1; +fail: + return 0; +} +static int +__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec) +{ + if (spec & __Pyx_MEMVIEW_DIRECT) { + if (buf->suboffsets && buf->suboffsets[dim] >= 0) { + PyErr_Format(PyExc_ValueError, + "Buffer not compatible with direct access " + "in dimension %d.", dim); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_PTR) { + if (!buf->suboffsets || (buf->suboffsets && buf->suboffsets[dim] < 0)) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly accessible " + "in dimension %d.", dim); + goto fail; + } + } + return 1; +fail: + return 0; +} +static int +__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag) +{ + int i; + if (c_or_f_flag & __Pyx_IS_F_CONTIG) { + Py_ssize_t stride = 1; + for (i = 0; i < ndim; i++) { + if (stride * buf->itemsize != buf->strides[i] && + buf->shape[i] > 1) + { + PyErr_SetString(PyExc_ValueError, + "Buffer not fortran contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) { + Py_ssize_t stride = 1; + for (i = ndim - 1; i >- 1; i--) { + if (stride * buf->itemsize != buf->strides[i] && + buf->shape[i] > 1) { + PyErr_SetString(PyExc_ValueError, + "Buffer not C contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } + return 1; +fail: + return 0; +} +static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj) +{ + struct __pyx_memoryview_obj *memview, *new_memview; + __Pyx_RefNannyDeclarations + Py_buffer *buf; + int i, spec = 0, retval = -1; + __Pyx_BufFmt_Context ctx; + int from_memoryview = __pyx_memoryview_check(original_obj); + __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0); + if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *) + original_obj)->typeinfo)) { + memview = (struct __pyx_memoryview_obj *) original_obj; + new_memview = NULL; + } else { + memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + original_obj, buf_flags, 0, dtype); + new_memview = memview; + if (unlikely(!memview)) + goto fail; + } + buf = &memview->view; + if (buf->ndim != ndim) { + PyErr_Format(PyExc_ValueError, + "Buffer has wrong number of dimensions (expected %d, got %d)", + ndim, buf->ndim); + goto fail; + } + if (new_memview) { + __Pyx_BufFmt_Init(&ctx, stack, dtype); + if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; + } + if ((unsigned) buf->itemsize != dtype->size) { + PyErr_Format(PyExc_ValueError, + "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) " + "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)", + buf->itemsize, + (buf->itemsize > 1) ? "s" : "", + dtype->name, + dtype->size, + (dtype->size > 1) ? "s" : ""); + goto fail; + } + for (i = 0; i < ndim; i++) { + spec = axes_specs[i]; + if (!__pyx_check_strides(buf, i, ndim, spec)) + goto fail; + if (!__pyx_check_suboffsets(buf, i, ndim, spec)) + goto fail; + } + if (buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice, + new_memview != NULL) == -1)) { + goto fail; + } + retval = 0; + goto no_fail; +fail: + Py_XDECREF(new_memview); + retval = -1; +no_fail: + __Pyx_RefNannyFinishContext(); + return retval; +} + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *obj) { + __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, + (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT | PyBUF_WRITABLE), 3, + &__Pyx_TypeInfo_double, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; +__pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; +} + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj) { + __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0, + PyBUF_RECORDS, 1, + &__Pyx_TypeInfo_double, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; +__pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; +} + +#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) @@ -7177,10 +20728,6 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { return (target_type) value;\ } -#if CYTHON_USE_PYLONG_INTERNALS - #include "longintrepr.h" -#endif - static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; @@ -7683,6 +21230,325 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES v } } +static int +__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim) +{ + int i, index, step, start; + Py_ssize_t itemsize = mvs->memview->view.itemsize; + if (order == 'F') { + step = 1; + start = 0; + } else { + step = -1; + start = ndim - 1; + } + for (i = 0; i < ndim; i++) { + index = start + step * i; + if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize) + return 0; + itemsize *= mvs->shape[index]; + } + return 1; +} + +static void +__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, + void **out_start, void **out_end, + int ndim, size_t itemsize) +{ + char *start, *end; + int i; + start = end = slice->data; + for (i = 0; i < ndim; i++) { + Py_ssize_t stride = slice->strides[i]; + Py_ssize_t extent = slice->shape[i]; + if (extent == 0) { + *out_start = *out_end = start; + return; + } else { + if (stride > 0) + end += stride * (extent - 1); + else + start += stride * (extent - 1); + } + } + *out_start = start; + *out_end = end + itemsize; +} +static int +__pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize) +{ + void *start1, *end1, *start2, *end2; + __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); + __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); + return (start1 < end2) && (start2 < end1); +} + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object) +{ + __Pyx_RefNannyDeclarations + int i; + __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; + struct __pyx_memoryview_obj *from_memview = from_mvs->memview; + Py_buffer *buf = &from_memview->view; + PyObject *shape_tuple = NULL; + PyObject *temp_int = NULL; + struct __pyx_array_obj *array_obj = NULL; + struct __pyx_memoryview_obj *memview_obj = NULL; + __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); + for (i = 0; i < ndim; i++) { + if (from_mvs->suboffsets[i] >= 0) { + PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " + "indirect dimensions (axis %d)", i); + goto fail; + } + } + shape_tuple = PyTuple_New(ndim); + if (unlikely(!shape_tuple)) { + goto fail; + } + __Pyx_GOTREF(shape_tuple); + for(i = 0; i < ndim; i++) { + temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); + if(unlikely(!temp_int)) { + goto fail; + } else { + PyTuple_SET_ITEM(shape_tuple, i, temp_int); + temp_int = NULL; + } + } + array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); + if (unlikely(!array_obj)) { + goto fail; + } + __Pyx_GOTREF(array_obj); + memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + (PyObject *) array_obj, contig_flag, + dtype_is_object, + from_mvs->memview->typeinfo); + if (unlikely(!memview_obj)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) + goto fail; + if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, + dtype_is_object) < 0)) + goto fail; + goto no_fail; +fail: + __Pyx_XDECREF(new_mvs.memview); + new_mvs.memview = NULL; + new_mvs.data = NULL; +no_fail: + __Pyx_XDECREF(shape_tuple); + __Pyx_XDECREF(temp_int); + __Pyx_XDECREF(array_obj); + __Pyx_RefNannyFinishContext(); + return new_mvs; +} + +static CYTHON_INLINE PyObject * +__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) +{ + PyObject *cobj; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(p, sig, NULL); +#else + cobj = PyCObject_FromVoidPtr(p, NULL); +#endif + return cobj; +} + +static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { + const char neg_one = (char) -1, const_zero = (char) 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(char) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (char) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (char) 0; + case 1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0]) + case 2: + if (8 * sizeof(char) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) { + return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(char) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) { + return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(char) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) { + return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (char) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(char) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (char) 0; + case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, -(sdigit) digits[0]) + case 1: __PYX_VERIFY_RETURN_INT(char, digit, +digits[0]) + case -2: + if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(char) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(char) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(char) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { + return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + } +#endif + if (sizeof(char) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x)) + } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + char val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (char) -1; + } + } else { + char val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (char) -1; + val = __Pyx_PyInt_As_char(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to char"); + return (char) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to char"); + return (char) -1; +} + static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index 96ecb90..8c9fa23 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -10,8 +10,6 @@ from libc.stdlib cimport malloc, free from libc.math cimport fabs -cimport numpy as np - from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction @@ -19,7 +17,7 @@ from .cd_linear_fast cimport _cd_linear_epoch cdef void _precompute(ColumnDataset X, - np.ndarray[double, ndim=3, mode='c'] P, + double[:, :, ::1] P, int order, double* out, int s, @@ -45,18 +43,18 @@ cdef void _precompute(ColumnDataset X, out[i] += (data[ii] * P[order, s, j]) ** degree -cdef double _update(int* indices, - double* data, - int n_nz, - double p_js, - np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=1] y_pred, - LossFunction loss, - double* d1, - double* d2, - int degree, - double lam, - double beta): +cdef inline double _update(int* indices, + double* data, + int n_nz, + double p_js, + double[:] y, + double[:] y_pred, + LossFunction loss, + double* d1, + double* d2, + int degree, + double lam, + double beta): cdef double l1_reg = 2 * beta * fabs(lam) @@ -90,54 +88,54 @@ cdef double _update(int* indices, return update -cdef double _total_loss(np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=1] y_pred, - np.ndarray[double, ndim=3, mode='c'] P, - np.ndarray[double, ndim=1] lams, - np.ndarray[double, ndim=1] w, - double alpha, - double beta, - LossFunction loss): - - cdef double result = 0 - cdef double linear = 0 - cdef double row_norm - - cdef int n_orders = P.shape[0] - cdef int n_components = P.shape[1] - cdef int n_features = P.shape[2] - cdef int n_samples = y.shape[0] - - cdef int i, s, j - - # regularization - for o in range(n_orders): - for s in range(n_components): - row_norm = 0 - for j in range(n_features): - row_norm += P[o, s, j] ** 2 - result += row_norm * lams[s] - result *= beta - - for j in range(n_features): - linear += w[j] ** 2 - - linear *= alpha - - result += linear - - for i in range(n_samples): - result += loss.loss(y_pred[i], y[i]) - - return result +# cdef double _total_loss(np.ndarray[double, ndim=1] y, +# np.ndarray[double, ndim=1] y_pred, +# np.ndarray[double, ndim=3, mode='c'] P, +# np.ndarray[double, ndim=1] lams, +# np.ndarray[double, ndim=1] w, +# double alpha, +# double beta, +# LossFunction loss): +# +# cdef double result = 0 +# cdef double linear = 0 +# cdef double row_norm +# +# cdef int n_orders = P.shape[0] +# cdef int n_components = P.shape[1] +# cdef int n_features = P.shape[2] +# cdef int n_samples = y.shape[0] +# +# cdef int i, s, j +# +# # regularization +# for o in range(n_orders): +# for s in range(n_components): +# row_norm = 0 +# for j in range(n_features): +# row_norm += P[o, s, j] ** 2 +# result += row_norm * lams[s] +# result *= beta +# +# for j in range(n_features): +# linear += w[j] ** 2 +# +# linear *= alpha +# +# result += linear +# +# for i in range(n_samples): +# result += loss.loss(y_pred[i], y[i]) +# +# return result -cdef double _cd_direct_epoch(np.ndarray[double, ndim=3, mode='c'] P, +cdef inline double _cd_direct_epoch(double[:, :, ::1] P, int order, ColumnDataset X, - np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=1] y_pred, - np.ndarray[double, ndim=1] lams, + double[:] y, + double[:] y_pred, + double[:] lams, double* d1, double* d2, int degree, @@ -191,13 +189,13 @@ cdef double _cd_direct_epoch(np.ndarray[double, ndim=3, mode='c'] P, return sum_viol -def _cd_direct_ho(np.ndarray[double, ndim=3, mode='c'] P, - np.ndarray[double, ndim=1] w, +def _cd_direct_ho(double[:, :, ::1] P, + double[:] w, ColumnDataset X, - np.ndarray[double, ndim=1] col_norm_sq, - np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=1] y_pred, - np.ndarray[double, ndim=1, mode='c'] lams, + double[:] col_norm_sq, + double[:] y, + double[:] y_pred, + double[:] lams, int degree, double alpha, double beta, @@ -236,9 +234,9 @@ def _cd_direct_ho(np.ndarray[double, ndim=3, mode='c'] P, if verbose: print("Iteration", it + 1, "violation sum", viol, end=" ") - if compute_loss: - print("loss", _total_loss(y_pred, y, P, lams, w, alpha, beta, - loss), end="") + # if compute_loss: + # print("loss", _total_loss(y_pred, y, P, lams, w, alpha, beta, + # loss), end="") print() if viol < tol: diff --git a/polylearn/cd_lifted_fast.cpp b/polylearn/cd_lifted_fast.cpp index eabac8c..acc0f96 100644 --- a/polylearn/cd_lifted_fast.cpp +++ b/polylearn/cd_lifted_fast.cpp @@ -251,6 +251,8 @@ static CYTHON_INLINE float __PYX_NAN() { #include "stdio.h" #include "numpy/arrayobject.h" #include "numpy/ufuncobject.h" +#include "pythread.h" +#include "pystate.h" #ifdef _OPENMP #include #endif /* _OPENMP */ @@ -482,10 +484,20 @@ static const char *__pyx_filename; static const char *__pyx_f[] = { "polylearn/cd_lifted_fast.pyx", "__init__.pxd", + "stringsource", "type.pxd", "dataset_fast.pxd", "polylearn/loss_fast.pxd", }; +struct __pyx_memoryview_obj; +typedef struct { + struct __pyx_memoryview_obj *memview; + char *data; + Py_ssize_t shape[8]; + Py_ssize_t strides[8]; + Py_ssize_t suboffsets[8]; +} __Pyx_memviewslice; + #define IS_UNSIGNED(type) (((type) -1) > 0) struct __Pyx_StructField_; #define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) @@ -521,6 +533,54 @@ typedef struct { char is_valid_array; } __Pyx_BufFmt_Context; +#include +#ifndef CYTHON_ATOMICS + #define CYTHON_ATOMICS 1 +#endif +#define __pyx_atomic_int_type int +#if CYTHON_ATOMICS && __GNUC__ >= 4 && (__GNUC_MINOR__ > 1 ||\ + (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL >= 2)) &&\ + !defined(__i386__) + #define __pyx_atomic_incr_aligned(value, lock) __sync_fetch_and_add(value, 1) + #define __pyx_atomic_decr_aligned(value, lock) __sync_fetch_and_sub(value, 1) + #ifdef __PYX_DEBUG_ATOMICS + #warning "Using GNU atomics" + #endif +#elif CYTHON_ATOMICS && defined(_MSC_VER) && 0 + #include + #undef __pyx_atomic_int_type + #define __pyx_atomic_int_type LONG + #define __pyx_atomic_incr_aligned(value, lock) InterlockedIncrement(value) + #define __pyx_atomic_decr_aligned(value, lock) InterlockedDecrement(value) + #ifdef __PYX_DEBUG_ATOMICS + #pragma message ("Using MSVC atomics") + #endif +#elif CYTHON_ATOMICS && (defined(__ICC) || defined(__INTEL_COMPILER)) && 0 + #define __pyx_atomic_incr_aligned(value, lock) _InterlockedIncrement(value) + #define __pyx_atomic_decr_aligned(value, lock) _InterlockedDecrement(value) + #ifdef __PYX_DEBUG_ATOMICS + #warning "Using Intel atomics" + #endif +#else + #undef CYTHON_ATOMICS + #define CYTHON_ATOMICS 0 + #ifdef __PYX_DEBUG_ATOMICS + #warning "Not using atomics" + #endif +#endif +typedef volatile __pyx_atomic_int_type __pyx_atomic_int; +#if CYTHON_ATOMICS + #define __pyx_add_acquisition_count(memview)\ + __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock) +#else + #define __pyx_add_acquisition_count(memview)\ + __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) +#endif + /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":725 * # in Cython to enable them only on the right systems. @@ -740,6 +800,10 @@ struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset; struct __pyx_obj_9polylearn_9loss_fast_LossFunction; +struct __pyx_array_obj; +struct __pyx_MemviewEnum_obj; +struct __pyx_memoryview_obj; +struct __pyx_memoryviewslice_obj; /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":764 * ctypedef npy_longdouble longdouble_t @@ -890,6 +954,82 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { }; +/* "View.MemoryView":101 + * + * @cname("__pyx_array") + * cdef class array: # <<<<<<<<<<<<<< + * + * cdef: + */ +struct __pyx_array_obj { + PyObject_HEAD + char *data; + Py_ssize_t len; + char *format; + int ndim; + Py_ssize_t *_shape; + Py_ssize_t *_strides; + Py_ssize_t itemsize; + PyObject *mode; + PyObject *_format; + void (*callback_free_data)(void *); + int free_data; + int dtype_is_object; +}; + + +/* "View.MemoryView":271 + * + * @cname('__pyx_MemviewEnum') + * cdef class Enum(object): # <<<<<<<<<<<<<< + * cdef object name + * def __init__(self, name): + */ +struct __pyx_MemviewEnum_obj { + PyObject_HEAD + PyObject *name; +}; + + +/* "View.MemoryView":304 + * + * @cname('__pyx_memoryview') + * cdef class memoryview(object): # <<<<<<<<<<<<<< + * + * cdef object obj + */ +struct __pyx_memoryview_obj { + PyObject_HEAD + struct __pyx_vtabstruct_memoryview *__pyx_vtab; + PyObject *obj; + PyObject *_size; + PyObject *_array_interface; + PyThread_type_lock lock; + __pyx_atomic_int acquisition_count[2]; + __pyx_atomic_int *acquisition_count_aligned_p; + Py_buffer view; + int flags; + int dtype_is_object; + __Pyx_TypeInfo *typeinfo; +}; + + +/* "View.MemoryView":923 + * + * @cname('__pyx_memoryviewslice') + * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< + * "Internal class for passing memoryview slices to Python" + * + */ +struct __pyx_memoryviewslice_obj { + struct __pyx_memoryview_obj __pyx_base; + __Pyx_memviewslice from_slice; + PyObject *from_object; + PyObject *(*to_object_func)(char *); + int (*to_dtype_func)(char *, PyObject *); +}; + + /* "lightning/impl/dataset_fast.pxd":4 * # License: BSD @@ -1006,6 +1146,40 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction { }; static struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; + +/* "View.MemoryView":304 + * + * @cname('__pyx_memoryview') + * cdef class memoryview(object): # <<<<<<<<<<<<<< + * + * cdef object obj + */ + +struct __pyx_vtabstruct_memoryview { + char *(*get_item_pointer)(struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*is_slice)(struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*setitem_slice_assignment)(struct __pyx_memoryview_obj *, PyObject *, PyObject *); + PyObject *(*setitem_slice_assign_scalar)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*setitem_indexed)(struct __pyx_memoryview_obj *, PyObject *, PyObject *); + PyObject *(*convert_item_to_object)(struct __pyx_memoryview_obj *, char *); + PyObject *(*assign_item_from_object)(struct __pyx_memoryview_obj *, char *, PyObject *); +}; +static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview; + + +/* "View.MemoryView":923 + * + * @cname('__pyx_memoryviewslice') + * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< + * "Internal class for passing memoryview slices to Python" + * + */ + +struct __pyx_vtabstruct__memoryviewslice { + struct __pyx_vtabstruct_memoryview __pyx_base; +}; +static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice; + /* --- Runtime support code (head) --- */ #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 @@ -1086,19 +1260,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject static PyObject *__Pyx_GetBuiltinName(PyObject *name); -static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, - __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); - -#define __Pyx_BufPtrCContig3d(type, buf, i0, s0, i1, s1, i2, s2) ((type)((char*)buf + i0 * s0 + i1 * s1) + i2) -#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0) -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); - -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename, - int full_traceback, int nogil); - 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); @@ -1111,6 +1272,37 @@ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\ static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact); +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, + __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); +static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); + +#define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d +#define __Pyx_MEMVIEW_DIRECT 1 +#define __Pyx_MEMVIEW_PTR 2 +#define __Pyx_MEMVIEW_FULL 4 +#define __Pyx_MEMVIEW_CONTIG 8 +#define __Pyx_MEMVIEW_STRIDED 16 +#define __Pyx_MEMVIEW_FOLLOW 32 +#define __Pyx_IS_C_CONTIG 1 +#define __Pyx_IS_F_CONTIG 2 +static int __Pyx_init_memviewslice( + struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference); +static CYTHON_INLINE int __pyx_add_acquisition_count_locked( + __pyx_atomic_int *acquisition_count, PyThread_type_lock lock); +static CYTHON_INLINE int __pyx_sub_acquisition_count_locked( + __pyx_atomic_int *acquisition_count, PyThread_type_lock lock); +#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p) +#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview)) +#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__) +#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__) +static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int); +static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int); + #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); #else @@ -1127,6 +1319,9 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); #define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) #endif +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); + static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY @@ -1157,6 +1352,134 @@ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); +#include + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); + +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals +#else +#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals +#endif + +#define UNARY_NEG_WOULD_OVERFLOW(x)\ + (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/ +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); + +static CYTHON_INLINE PyObject* __Pyx_decode_c_string( + const char* cstring, Py_ssize_t start, Py_ssize_t stop, + const char* encoding, const char* errors, + PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/ +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace); +#else +#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace)\ + (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) +#endif + +static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject* none = _PyList_Extend((PyListObject*)L, v); + if (unlikely(!none)) + return -1; + Py_DECREF(none); + return 0; +#else + return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v); +#endif +} + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +#ifndef __PYX_FORCE_INIT_THREADS + #define __PYX_FORCE_INIT_THREADS 0 +#endif + +static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/ +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename, + int full_traceback, int nogil); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); + static void* __Pyx_GetVtable(PyObject *dict); typedef struct { @@ -1201,6 +1524,22 @@ typedef struct { static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0}; static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1}; +static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b); + +static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj); + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *); + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); + static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); @@ -1307,6 +1646,23 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); +static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim); + +static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize); + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object); + +static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); + +static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); + static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); static int __Pyx_check_binary_version(void); @@ -1325,6 +1681,15 @@ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); +static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ +static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ /* Module declarations from 'libc.string' */ @@ -1370,9 +1735,49 @@ static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = 0; static PyTypeObject *__pyx_ptype_9polylearn_9loss_fast_LossFunction = 0; /* Module declarations from 'polylearn.cd_lifted_fast' */ -static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(PyArrayObject *, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, PyArrayObject *, int __pyx_skip_dispatch); /*proto*/ -static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(PyArrayObject *, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, int, int, double *); /*proto*/ -static double __pyx_f_9polylearn_14cd_lifted_fast__total_loss(PyArrayObject *, PyArrayObject *, PyArrayObject *, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ +static PyTypeObject *__pyx_array_type = 0; +static PyTypeObject *__pyx_MemviewEnum_type = 0; +static PyTypeObject *__pyx_memoryview_type = 0; +static PyTypeObject *__pyx_memoryviewslice_type = 0; +static PyObject *generic = 0; +static PyObject *strided = 0; +static PyObject *indirect = 0; +static PyObject *contiguous = 0; +static PyObject *indirect_contiguous = 0; +static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, int __pyx_skip_dispatch); /*proto*/ +static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, int, int, double *); /*proto*/ +static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ +static void *__pyx_align_pointer(void *, size_t); /*proto*/ +static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ +static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/ +static PyObject *_unellipsify(PyObject *, int); /*proto*/ +static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/ +static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/ +static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/ +static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/ +static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/ +static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/ +static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/ +static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/ +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/ +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/ +static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/ +static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/ +static int __pyx_memoryview_err(PyObject *, char *); /*proto*/ +static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/ +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/ +static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/ static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 }; #define __Pyx_MODULE_NAME "polylearn.cd_lifted_fast" int __pyx_module_is_main_polylearn__cd_lifted_fast = 0; @@ -1382,6 +1787,12 @@ static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_print; static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_RuntimeError; +static PyObject *__pyx_builtin_MemoryError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_Ellipsis; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_id; +static PyObject *__pyx_builtin_IndexError; static char __pyx_k_[] = " "; static char __pyx_k_B[] = "B"; static char __pyx_k_H[] = "H"; @@ -1392,6 +1803,7 @@ static char __pyx_k_Q[] = "Q"; static char __pyx_k_U[] = "U"; static char __pyx_k_X[] = "X"; static char __pyx_k_b[] = "b"; +static char __pyx_k_c[] = "c"; static char __pyx_k_d[] = "d"; static char __pyx_k_f[] = "f"; static char __pyx_k_g[] = "g"; @@ -1406,107 +1818,260 @@ static char __pyx_k_y[] = "y"; static char __pyx_k_Zd[] = "Zd"; static char __pyx_k_Zf[] = "Zf"; static char __pyx_k_Zg[] = "Zg"; -static char __pyx_k__2[] = ""; +static char __pyx_k_id[] = "id"; static char __pyx_k_ii[] = "ii"; static char __pyx_k_it[] = "it"; static char __pyx_k_xi[] = "xi"; static char __pyx_k_end[] = "end"; +static char __pyx_k_obj[] = "obj"; static char __pyx_k_out[] = "out"; static char __pyx_k_tol[] = "tol"; +static char __pyx_k_base[] = "base"; static char __pyx_k_beta[] = "beta"; static char __pyx_k_data[] = "data"; static char __pyx_k_loss[] = "loss"; static char __pyx_k_main[] = "__main__"; +static char __pyx_k_mode[] = "mode"; static char __pyx_k_n_nz[] = "n_nz"; +static char __pyx_k_name[] = "name"; +static char __pyx_k_ndim[] = "ndim"; +static char __pyx_k_pack[] = "pack"; +static char __pyx_k_size[] = "size"; +static char __pyx_k_step[] = "step"; +static char __pyx_k_stop[] = "stop"; static char __pyx_k_test[] = "__test__"; +static char __pyx_k_ASCII[] = "ASCII"; +static char __pyx_k_class[] = "__class__"; +static char __pyx_k_error[] = "error"; +static char __pyx_k_flags[] = "flags"; static char __pyx_k_print[] = "print"; static char __pyx_k_range[] = "range"; +static char __pyx_k_shape[] = "shape"; +static char __pyx_k_start[] = "start"; static char __pyx_k_u_old[] = "u_old"; static char __pyx_k_degree[] = "degree"; +static char __pyx_k_encode[] = "encode"; +static char __pyx_k_format[] = "format"; +static char __pyx_k_import[] = "__import__"; +static char __pyx_k_name_2[] = "__name__"; +static char __pyx_k_struct[] = "struct"; +static char __pyx_k_unpack[] = "unpack"; static char __pyx_k_update[] = "update"; static char __pyx_k_y_pred[] = "y_pred"; +static char __pyx_k_fortran[] = "fortran"; static char __pyx_k_indices[] = "indices"; +static char __pyx_k_memview[] = "memview"; static char __pyx_k_verbose[] = "verbose"; +static char __pyx_k_Ellipsis[] = "Ellipsis"; +static char __pyx_k_itemsize[] = "itemsize"; static char __pyx_k_max_iter[] = "max_iter"; static char __pyx_k_sum_viol[] = "sum_viol"; static char __pyx_k_Iteration[] = "Iteration"; +static char __pyx_k_TypeError[] = "TypeError"; static char __pyx_k_cd_lifted[] = "_cd_lifted"; static char __pyx_k_converged[] = "converged"; +static char __pyx_k_enumerate[] = "enumerate"; static char __pyx_k_n_samples[] = "n_samples"; +static char __pyx_k_IndexError[] = "IndexError"; static char __pyx_k_ValueError[] = "ValueError"; static char __pyx_k_n_features[] = "n_features"; static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; +static char __pyx_k_MemoryError[] = "MemoryError"; static char __pyx_k_RuntimeError[] = "RuntimeError"; static char __pyx_k_compute_loss[] = "compute_loss"; static char __pyx_k_n_components[] = "n_components"; static char __pyx_k_inv_step_size[] = "inv_step_size"; +static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; static char __pyx_k_violation_sum[] = "violation sum"; +static char __pyx_k_allocate_buffer[] = "allocate_buffer"; +static char __pyx_k_dtype_is_object[] = "dtype_is_object"; +static char __pyx_k_strided_and_direct[] = ""; +static char __pyx_k_strided_and_indirect[] = ""; +static char __pyx_k_contiguous_and_direct[] = ""; static char __pyx_k_Converged_at_iteration[] = "Converged at iteration"; +static char __pyx_k_MemoryView_of_r_object[] = ""; +static char __pyx_k_MemoryView_of_r_at_0x_x[] = ""; +static char __pyx_k_contiguous_and_indirect[] = ""; +static char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; +static char __pyx_k_getbuffer_obj_view_flags[] = "getbuffer(obj, view, flags)"; static char __pyx_k_polylearn_cd_lifted_fast[] = "polylearn.cd_lifted_fast"; +static char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct"; +static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; +static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; +static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; +static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; +static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; +static char __pyx_k_strided_and_direct_or_indirect[] = ""; static char __pyx_k_home_vlad_code_polylearn_polyle[] = "/home/vlad/code/polylearn/polylearn/cd_lifted_fast.pyx"; static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; +static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; +static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; +static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; +static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; +static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; +static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; +static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; +static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; +static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; +static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; +static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; static PyObject *__pyx_kp_u_; +static PyObject *__pyx_n_s_ASCII; +static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; +static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; +static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_kp_u_Converged_at_iteration; +static PyObject *__pyx_n_s_Ellipsis; +static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr; static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; +static PyObject *__pyx_n_s_IndexError; +static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte; +static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr; +static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d; static PyObject *__pyx_n_u_Iteration; +static PyObject *__pyx_n_s_MemoryError; +static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x; +static PyObject *__pyx_kp_s_MemoryView_of_r_object; static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; +static PyObject *__pyx_n_b_O; +static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a; static PyObject *__pyx_n_s_RuntimeError; +static PyObject *__pyx_n_s_TypeError; static PyObject *__pyx_n_s_U; +static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object; static PyObject *__pyx_n_s_ValueError; static PyObject *__pyx_n_s_X; -static PyObject *__pyx_kp_u__2; +static PyObject *__pyx_n_s_allocate_buffer; +static PyObject *__pyx_n_s_base; static PyObject *__pyx_n_s_beta; +static PyObject *__pyx_n_s_c; +static PyObject *__pyx_n_u_c; static PyObject *__pyx_n_s_cd_lifted; +static PyObject *__pyx_n_s_class; static PyObject *__pyx_n_s_compute_loss; +static PyObject *__pyx_kp_s_contiguous_and_direct; +static PyObject *__pyx_kp_s_contiguous_and_indirect; static PyObject *__pyx_n_s_converged; static PyObject *__pyx_n_s_data; static PyObject *__pyx_n_s_degree; +static PyObject *__pyx_n_s_dtype_is_object; +static PyObject *__pyx_n_s_encode; static PyObject *__pyx_n_s_end; +static PyObject *__pyx_n_s_enumerate; +static PyObject *__pyx_n_s_error; +static PyObject *__pyx_n_s_flags; +static PyObject *__pyx_n_s_format; +static PyObject *__pyx_n_s_fortran; +static PyObject *__pyx_n_u_fortran; +static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi; static PyObject *__pyx_kp_s_home_vlad_code_polylearn_polyle; static PyObject *__pyx_n_s_i; +static PyObject *__pyx_n_s_id; static PyObject *__pyx_n_s_ii; +static PyObject *__pyx_n_s_import; static PyObject *__pyx_n_s_indices; static PyObject *__pyx_n_s_inv_step_size; static PyObject *__pyx_n_s_it; +static PyObject *__pyx_n_s_itemsize; +static PyObject *__pyx_kp_s_itemsize_0_for_cython_array; static PyObject *__pyx_n_s_j; static PyObject *__pyx_n_s_loss; -static PyObject *__pyx_n_u_loss; static PyObject *__pyx_n_s_main; static PyObject *__pyx_n_s_max_iter; +static PyObject *__pyx_n_s_memview; +static PyObject *__pyx_n_s_mode; static PyObject *__pyx_n_s_n_components; static PyObject *__pyx_n_s_n_features; static PyObject *__pyx_n_s_n_nz; static PyObject *__pyx_n_s_n_samples; +static PyObject *__pyx_n_s_name; +static PyObject *__pyx_n_s_name_2; static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; +static PyObject *__pyx_n_s_ndim; +static PyObject *__pyx_n_s_obj; static PyObject *__pyx_n_s_out; +static PyObject *__pyx_n_s_pack; static PyObject *__pyx_n_s_polylearn_cd_lifted_fast; static PyObject *__pyx_n_s_print; +static PyObject *__pyx_n_s_pyx_getbuffer; static PyObject *__pyx_n_s_pyx_vtable; static PyObject *__pyx_n_s_range; static PyObject *__pyx_n_s_s; +static PyObject *__pyx_n_s_shape; +static PyObject *__pyx_n_s_size; +static PyObject *__pyx_n_s_start; +static PyObject *__pyx_n_s_step; +static PyObject *__pyx_n_s_stop; +static PyObject *__pyx_kp_s_strided_and_direct; +static PyObject *__pyx_kp_s_strided_and_direct_or_indirect; +static PyObject *__pyx_kp_s_strided_and_indirect; +static PyObject *__pyx_n_s_struct; static PyObject *__pyx_n_s_sum_viol; static PyObject *__pyx_n_s_t; static PyObject *__pyx_n_s_test; static PyObject *__pyx_n_s_tol; static PyObject *__pyx_n_s_u_old; +static PyObject *__pyx_kp_s_unable_to_allocate_array_data; +static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str; static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; +static PyObject *__pyx_n_s_unpack; static PyObject *__pyx_n_s_update; static PyObject *__pyx_n_s_verbose; static PyObject *__pyx_kp_u_violation_sum; static PyObject *__pyx_n_s_xi; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; -static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, PyArrayObject *__pyx_v_out); /* proto */ -static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, PyArrayObject *__pyx_v_y, PyArrayObject *__pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, int __pyx_v_compute_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_out); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */ +static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ +static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */ +static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); 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__pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { int __pyx_v_n_samples; int __pyx_v_n_features; int __pyx_v_degree; @@ -2666,12 +2921,6 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED int __pyx_v_n_nz; int __pyx_v_ii; int __pyx_v_i; - __Pyx_LocalBuf_ND __pyx_pybuffernd_U; - __Pyx_Buffer __pyx_pybuffer_U; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y; - __Pyx_Buffer __pyx_pybuffer_y; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y_pred; - __Pyx_Buffer __pyx_pybuffer_y_pred; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; @@ -2701,33 +2950,6 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_lifted", 0); - __pyx_pybuffer_U.pybuffer.buf = NULL; - __pyx_pybuffer_U.refcount = 0; - __pyx_pybuffernd_U.data = NULL; - __pyx_pybuffernd_U.rcbuffer = &__pyx_pybuffer_U; - 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{__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_pybuffernd_y_pred.diminfo[0].strides = __pyx_pybuffernd_y_pred.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y_pred.diminfo[0].shape = __pyx_pybuffernd_y_pred.rcbuffer->pybuffer.shape[0]; /* "polylearn/cd_lifted_fast.pyx":152 * bint compute_loss): @@ -2754,7 +2976,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED * cdef int n_components = U.shape[1] * cdef int it, t, s, j */ - __pyx_v_degree = (__pyx_v_U->dimensions[0]); + __pyx_v_degree = (__pyx_v_U.shape[0]); /* "polylearn/cd_lifted_fast.pyx":155 * cdef int n_features = X.get_n_features() @@ -2763,7 +2985,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED * cdef int it, t, s, j * */ - __pyx_v_n_components = (__pyx_v_U->dimensions[1]); + __pyx_v_n_components = (__pyx_v_U.shape[1]); /* "polylearn/cd_lifted_fast.pyx":159 * @@ -2832,7 +3054,7 @@ static 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(axis %d)", dim) + * + */ + __pyx_t_1 = (__pyx_v_have_step != 0); + if (__pyx_t_1) { + } else { + __pyx_t_2 = __pyx_t_1; + goto __pyx_L9_bool_binop_done; + } + __pyx_t_1 = ((__pyx_v_step == 0) != 0); + __pyx_t_2 = __pyx_t_1; + __pyx_L9_bool_binop_done:; + if (__pyx_t_2) { + + /* "View.MemoryView":796 + * + * if have_step and step == 0: + * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":795 + * negative_step = have_step != 0 and step < 0 + * + * if have_step and step == 0: # <<<<<<<<<<<<<< + * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) + * + */ + } + + /* "View.MemoryView":799 + * + * + * if have_start: # <<<<<<<<<<<<<< + * if start < 0: + * start += shape + */ + __pyx_t_2 = (__pyx_v_have_start != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":800 + * + * if have_start: + * if start < 0: # <<<<<<<<<<<<<< + * start += shape + * if start < 0: + */ + __pyx_t_2 = ((__pyx_v_start < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":801 + * if have_start: + * if start < 0: + * start += shape # <<<<<<<<<<<<<< + * if start < 0: + * start = 0 + */ + __pyx_v_start = (__pyx_v_start + __pyx_v_shape); + + /* "View.MemoryView":802 + * if start < 0: + * start += shape + * if start < 0: # <<<<<<<<<<<<<< + * start = 0 + * elif start >= shape: + */ + __pyx_t_2 = ((__pyx_v_start < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":803 + * start += shape + * if start < 0: + * start = 0 # <<<<<<<<<<<<<< + * elif start >= shape: + * if negative_step: + */ + __pyx_v_start = 0; + + /* "View.MemoryView":802 + * if start < 0: + * start += shape + * if start < 0: # <<<<<<<<<<<<<< + * start = 0 + * elif start >= shape: + */ + } + + /* "View.MemoryView":800 + * + * if have_start: + * if start < 0: # <<<<<<<<<<<<<< + * start += shape + * if start < 0: + */ + goto __pyx_L12; + } + + /* "View.MemoryView":804 + * if start < 0: + * start = 0 + * elif start >= shape: # <<<<<<<<<<<<<< + * if negative_step: + * start = shape - 1 + */ + __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":805 + * start = 0 + * elif start >= shape: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":806 + * elif start >= shape: + * if negative_step: + * start = shape - 1 # <<<<<<<<<<<<<< + * else: + * start = shape + */ + __pyx_v_start = (__pyx_v_shape - 1); + + /* "View.MemoryView":805 + * start = 0 + * elif start >= shape: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + goto __pyx_L14; + } + + /* "View.MemoryView":808 + * start = shape - 1 + * else: + * start = shape # <<<<<<<<<<<<<< + * else: + * if negative_step: + */ + /*else*/ { + __pyx_v_start = __pyx_v_shape; + } + __pyx_L14:; + + /* "View.MemoryView":804 + * if start < 0: + * start = 0 + * elif start >= shape: # <<<<<<<<<<<<<< + * if negative_step: + * start = shape - 1 + */ + } + __pyx_L12:; + + /* "View.MemoryView":799 + * + * + * if have_start: # <<<<<<<<<<<<<< + * if start < 0: + * start += shape + */ + goto __pyx_L11; + } + + /* "View.MemoryView":810 + * start = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + /*else*/ { + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":811 + * else: + * if negative_step: + * start = shape - 1 # <<<<<<<<<<<<<< + * else: + * start = 0 + */ + __pyx_v_start = (__pyx_v_shape - 1); + + /* "View.MemoryView":810 + * start = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + goto __pyx_L15; + } + + /* "View.MemoryView":813 + * start = shape - 1 + * else: + * start = 0 # <<<<<<<<<<<<<< + * + * if have_stop: + */ + /*else*/ { + __pyx_v_start = 0; + } + __pyx_L15:; + } + __pyx_L11:; + + /* "View.MemoryView":815 + * start = 0 + * + * if have_stop: # <<<<<<<<<<<<<< + * if stop < 0: + * stop += shape + */ + __pyx_t_2 = (__pyx_v_have_stop != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":816 + * + * if have_stop: + * if stop < 0: # <<<<<<<<<<<<<< + * stop += shape + * if stop < 0: + */ + __pyx_t_2 = ((__pyx_v_stop < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":817 + * if have_stop: + * if stop < 0: + * stop += shape # <<<<<<<<<<<<<< + * if stop < 0: + * stop = 0 + */ + __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape); + + /* "View.MemoryView":818 + * if stop < 0: + * stop += shape + * if stop < 0: # <<<<<<<<<<<<<< + * stop = 0 + * elif stop > shape: + */ + __pyx_t_2 = ((__pyx_v_stop < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":819 + * stop += shape + * if stop < 0: + * stop = 0 # <<<<<<<<<<<<<< + * elif stop > shape: + * stop = shape + */ + __pyx_v_stop = 0; + + /* "View.MemoryView":818 + * if stop < 0: + * stop += shape + * if stop < 0: # <<<<<<<<<<<<<< + * stop = 0 + * elif stop > shape: + */ + } + + /* "View.MemoryView":816 + * + * if have_stop: + * if stop < 0: # <<<<<<<<<<<<<< + * stop += shape + * if stop < 0: + */ + goto __pyx_L17; + } + + /* "View.MemoryView":820 + * if stop < 0: + * stop = 0 + * elif stop > shape: # <<<<<<<<<<<<<< + * stop = shape + * else: + */ + __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":821 + * stop = 0 + * elif stop > shape: + * stop = shape # <<<<<<<<<<<<<< + * else: + * if negative_step: + */ + __pyx_v_stop = __pyx_v_shape; + + /* "View.MemoryView":820 + * if stop < 0: + * stop = 0 + * elif stop > shape: # <<<<<<<<<<<<<< + * stop = shape + * else: + */ + } + __pyx_L17:; + + /* "View.MemoryView":815 + * start = 0 + * + * if have_stop: # <<<<<<<<<<<<<< + * if stop < 0: + * stop += shape + */ + goto __pyx_L16; + } + + /* "View.MemoryView":823 + * stop = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * stop = -1 + * else: + */ + /*else*/ { + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":824 + * else: + * if negative_step: + * stop = -1 # <<<<<<<<<<<<<< + * else: + * stop = shape + */ + __pyx_v_stop = -1L; + + /* "View.MemoryView":823 + * stop = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * stop = -1 + * else: + */ + goto __pyx_L19; + } + + /* "View.MemoryView":826 + * stop = -1 + * else: + * stop = shape # <<<<<<<<<<<<<< + * + * if not have_step: + */ + /*else*/ { + __pyx_v_stop = __pyx_v_shape; + } + __pyx_L19:; + } + __pyx_L16:; + + /* "View.MemoryView":828 + * stop = shape + * + * if not have_step: # <<<<<<<<<<<<<< + * step = 1 + * + */ + __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":829 + * + * if not have_step: + * step = 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_step = 1; + + /* "View.MemoryView":828 + * stop = shape + * + * if not have_step: # <<<<<<<<<<<<<< + * step = 1 + * + */ + } + + /* "View.MemoryView":833 + * + * with cython.cdivision(True): + * new_shape = (stop - start) // step # <<<<<<<<<<<<<< + * + * if (stop - start) - step * new_shape: + */ + __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step); + + /* "View.MemoryView":835 + * new_shape = (stop - start) // step + * + * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< + * new_shape += 1 + * + */ + __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":836 + * + * if (stop - start) - step * new_shape: + * new_shape += 1 # <<<<<<<<<<<<<< + * + * if new_shape < 0: + */ + __pyx_v_new_shape = (__pyx_v_new_shape + 1); + + /* "View.MemoryView":835 + * new_shape = (stop - start) // step + * + * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< + * new_shape += 1 + * + */ + } + + /* "View.MemoryView":838 + * new_shape += 1 + * + * if new_shape < 0: # <<<<<<<<<<<<<< + * new_shape = 0 + * + */ + __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":839 + * + * if new_shape < 0: + * new_shape = 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_new_shape = 0; + + /* "View.MemoryView":838 + * new_shape += 1 + * + * if new_shape < 0: # <<<<<<<<<<<<<< + * new_shape = 0 + * + */ + } + + /* "View.MemoryView":842 + * + * + * dst.strides[new_ndim] = stride * step # <<<<<<<<<<<<<< + * dst.shape[new_ndim] = new_shape + * dst.suboffsets[new_ndim] = suboffset + */ + (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step); + + /* "View.MemoryView":843 + * + * dst.strides[new_ndim] = stride * step + * dst.shape[new_ndim] = new_shape # <<<<<<<<<<<<<< + * dst.suboffsets[new_ndim] = suboffset + * + */ + (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape; + + /* "View.MemoryView":844 + * dst.strides[new_ndim] = stride * step + * dst.shape[new_ndim] = new_shape + * dst.suboffsets[new_ndim] = suboffset # <<<<<<<<<<<<<< + * + * + */ + (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset; + } + __pyx_L3:; + + /* "View.MemoryView":847 + * + * + * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< + * dst.data += start * stride + * else: + */ + __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":848 + * + * if suboffset_dim[0] < 0: + * dst.data += start * stride # <<<<<<<<<<<<<< + * else: + * dst.suboffsets[suboffset_dim[0]] += start * stride + */ + __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride)); + + /* "View.MemoryView":847 + * + * + * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< + * dst.data += start * stride + * else: + */ + goto __pyx_L23; + } + + /* "View.MemoryView":850 + * dst.data += start * stride + * else: + * dst.suboffsets[suboffset_dim[0]] += start * stride # <<<<<<<<<<<<<< + * + * if suboffset >= 0: + */ + /*else*/ { + __pyx_t_3 = (__pyx_v_suboffset_dim[0]); + (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride)); + } + __pyx_L23:; + + /* "View.MemoryView":852 + * dst.suboffsets[suboffset_dim[0]] += start * stride + * + * if suboffset >= 0: # <<<<<<<<<<<<<< + * if not is_slice: + * if new_ndim == 0: + */ + __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":853 + * + * if suboffset >= 0: + * if not is_slice: # <<<<<<<<<<<<<< + * if new_ndim == 0: + * dst.data = ( dst.data)[0] + suboffset + */ + __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":854 + * if suboffset >= 0: + * if not is_slice: + * if new_ndim == 0: # <<<<<<<<<<<<<< + * dst.data = ( dst.data)[0] + suboffset + * else: + */ + __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":855 + * if not is_slice: + * if new_ndim == 0: + * dst.data = ( dst.data)[0] + suboffset # <<<<<<<<<<<<<< + * else: + * _err_dim(IndexError, "All dimensions preceding dimension %d " + */ + __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset); + + /* "View.MemoryView":854 + * if suboffset >= 0: + * if not is_slice: + * if new_ndim == 0: # <<<<<<<<<<<<<< + * dst.data = ( dst.data)[0] + suboffset + * else: + */ + goto __pyx_L26; + } + + /* "View.MemoryView":857 + * dst.data = ( dst.data)[0] + suboffset + * else: + * _err_dim(IndexError, "All dimensions preceding dimension %d " # <<<<<<<<<<<<<< + * "must be indexed and not sliced", dim) + * else: + */ + /*else*/ { + + /* "View.MemoryView":858 + * else: + * _err_dim(IndexError, "All dimensions preceding dimension %d " + * "must be indexed and not sliced", dim) # <<<<<<<<<<<<<< + * else: + * suboffset_dim[0] = new_ndim + */ + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_L26:; + + /* "View.MemoryView":853 + * + * if suboffset >= 0: + * if not is_slice: # <<<<<<<<<<<<<< + * if new_ndim == 0: + * dst.data = ( dst.data)[0] + suboffset + */ + goto __pyx_L25; + } + + /* "View.MemoryView":860 + * "must be indexed and not sliced", dim) + * else: + * suboffset_dim[0] = new_ndim # <<<<<<<<<<<<<< + * + * return 0 + */ + /*else*/ { + (__pyx_v_suboffset_dim[0]) = __pyx_v_new_ndim; + } + __pyx_L25:; + + /* "View.MemoryView":852 + * dst.suboffsets[suboffset_dim[0]] += start * stride + * + * if suboffset >= 0: # <<<<<<<<<<<<<< + * if not is_slice: + * if new_ndim == 0: + */ + } + + /* "View.MemoryView":862 + * suboffset_dim[0] = new_ndim + * + * return 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":765 + * + * @cname('__pyx_memoryview_slice_memviewslice') + * cdef int slice_memviewslice( # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset, + */ + + /* function exit code */ + __pyx_L1_error:; + { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + __Pyx_AddTraceback("View.MemoryView.slice_memviewslice", __pyx_clineno, __pyx_lineno, __pyx_filename); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + } + __pyx_r = -1; + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":868 + * + * @cname('__pyx_pybuffer_index') + * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, # <<<<<<<<<<<<<< + * Py_ssize_t dim) except NULL: + * cdef Py_ssize_t shape, stride, suboffset = -1 + */ + +static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, Py_ssize_t __pyx_v_index, Py_ssize_t __pyx_v_dim) { + Py_ssize_t __pyx_v_shape; + Py_ssize_t __pyx_v_stride; + Py_ssize_t __pyx_v_suboffset; + Py_ssize_t __pyx_v_itemsize; + char *__pyx_v_resultp; + char *__pyx_r; + __Pyx_RefNannyDeclarations + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + PyObject *__pyx_t_4 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("pybuffer_index", 0); + + /* "View.MemoryView":870 + * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, + * Py_ssize_t dim) except NULL: + * cdef Py_ssize_t shape, stride, suboffset = -1 # <<<<<<<<<<<<<< + * cdef Py_ssize_t itemsize = view.itemsize + * cdef char *resultp + */ + __pyx_v_suboffset = -1L; + + /* "View.MemoryView":871 + * Py_ssize_t dim) except NULL: + * cdef Py_ssize_t shape, stride, suboffset = -1 + * cdef Py_ssize_t itemsize = view.itemsize # <<<<<<<<<<<<<< + * cdef char *resultp + * + */ + __pyx_t_1 = __pyx_v_view->itemsize; + __pyx_v_itemsize = __pyx_t_1; + + /* "View.MemoryView":874 + * cdef char *resultp + * + * if view.ndim == 0: # <<<<<<<<<<<<<< + * shape = view.len / itemsize + * stride = itemsize + */ + __pyx_t_2 = ((__pyx_v_view->ndim == 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":875 + * + * if view.ndim == 0: + * shape = view.len / itemsize # <<<<<<<<<<<<<< + * stride = itemsize + * else: + */ + if (unlikely(__pyx_v_itemsize == 0)) { + PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) { + PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); + {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_v_shape = (__pyx_v_view->len / __pyx_v_itemsize); + + /* "View.MemoryView":876 + * if view.ndim == 0: + * shape = view.len / itemsize + * stride = itemsize # <<<<<<<<<<<<<< + * else: + * shape = view.shape[dim] + */ + __pyx_v_stride = __pyx_v_itemsize; + + /* "View.MemoryView":874 + * cdef char *resultp + * + * if view.ndim == 0: # <<<<<<<<<<<<<< + * shape = view.len / itemsize + * stride = itemsize + */ + goto __pyx_L3; + } + + /* "View.MemoryView":878 + * stride = itemsize + * else: + * shape = view.shape[dim] # <<<<<<<<<<<<<< + * stride = view.strides[dim] + * if view.suboffsets != NULL: + */ + /*else*/ { + __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]); + + /* "View.MemoryView":879 + * else: + * shape = view.shape[dim] + * stride = view.strides[dim] # <<<<<<<<<<<<<< + * if view.suboffsets != NULL: + * suboffset = view.suboffsets[dim] + */ + __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]); + + /* "View.MemoryView":880 + * shape = view.shape[dim] + * stride = view.strides[dim] + * if view.suboffsets != NULL: # <<<<<<<<<<<<<< + * suboffset = view.suboffsets[dim] + * + */ + __pyx_t_2 = ((__pyx_v_view->suboffsets != NULL) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":881 + * stride = 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((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1091 + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): + * return 'C' # <<<<<<<<<<<<<< + * else: + * return 'F' + */ + __pyx_r = 'C'; + goto __pyx_L0; + + /* "View.MemoryView":1090 + * break + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< + * return 'C' + * else: + */ + } + + /* "View.MemoryView":1093 + * return 'C' + * else: + * return 'F' # <<<<<<<<<<<<<< + * + * @cython.cdivision(True) + */ + /*else*/ { + __pyx_r = 'F'; + goto __pyx_L0; + } + + /* "View.MemoryView":1072 + * + * @cname('__pyx_get_best_slice_order') + * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< + * """ + * Figure out the best memory access order for a given slice. + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1096 + * + * @cython.cdivision(True) + * cdef void 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"View.MemoryView":1104 + * cdef Py_ssize_t i + * cdef Py_ssize_t src_extent = src_shape[0] + * cdef Py_ssize_t dst_extent = dst_shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t src_stride = src_strides[0] + * cdef Py_ssize_t dst_stride = dst_strides[0] + */ + __pyx_v_dst_extent = (__pyx_v_dst_shape[0]); + + /* "View.MemoryView":1105 + * cdef Py_ssize_t src_extent = src_shape[0] + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + */ + __pyx_v_src_stride = (__pyx_v_src_strides[0]); + + /* "View.MemoryView":1106 + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] + * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< + * + * if ndim == 1: + */ + __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); + + /* "View.MemoryView":1108 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + */ + __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + + /* "View.MemoryView":1110 + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: + */ + __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize); + if (__pyx_t_2) { + __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride)); + } + __pyx_t_3 = (__pyx_t_2 != 0); + __pyx_t_1 = __pyx_t_3; + __pyx_L5_bool_binop_done:; + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + if (__pyx_t_1) { + + /* "View.MemoryView":1111 + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): + */ + memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)); + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + goto __pyx_L4; + } + + /* "View.MemoryView":1113 + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride + */ + /*else*/ { + __pyx_t_4 = __pyx_v_dst_extent; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1114 + * else: + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< + * src_data += src_stride + * dst_data += dst_stride + */ + memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize); + + /* "View.MemoryView":1115 + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * else: + */ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1116 + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): + */ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L4:; + + /* "View.MemoryView":1108 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1118 + * dst_data += dst_stride + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * _copy_strided_to_strided(src_data, src_strides + 1, + * dst_data, dst_strides + 1, + */ + /*else*/ { + __pyx_t_4 = __pyx_v_dst_extent; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1119 + * else: + * for i in range(dst_extent): + * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< + * dst_data, dst_strides + 1, + * src_shape + 1, dst_shape + 1, + */ + _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); + + /* "View.MemoryView":1123 + * src_shape + 1, dst_shape + 1, + * ndim - 1, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * + */ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1124 + * ndim - 1, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, + */ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L3:; + + /* "View.MemoryView":1096 + * + * @cython.cdivision(True) + * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< + * char *dst_data, Py_ssize_t *dst_strides, + * Py_ssize_t *src_shape, Py_ssize_t *dst_shape, + */ + + /* function exit code */ +} + +/* "View.MemoryView":1126 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + */ + +static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { + + /* "View.MemoryView":1129 + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< + * src.shape, dst.shape, ndim, itemsize) + * + */ + _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1126 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + */ + + /* function exit code */ +} + +/* "View.MemoryView":1133 + * + * @cname('__pyx_memoryview_slice_get_size') + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + */ + +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) { + int __pyx_v_i; + Py_ssize_t __pyx_v_size; + Py_ssize_t __pyx_r; + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1136 + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + * cdef Py_ssize_t size = src.memview.view.itemsize # <<<<<<<<<<<<<< + * + * for i in range(ndim): + */ + __pyx_t_1 = __pyx_v_src->memview->view.itemsize; + __pyx_v_size = __pyx_t_1; + + /* "View.MemoryView":1138 + * cdef Py_ssize_t size = src.memview.view.itemsize + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * size *= src.shape[i] + * + */ + __pyx_t_2 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1139 + * + * for i in range(ndim): + * size *= src.shape[i] # <<<<<<<<<<<<<< + * + * return size + */ + __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i])); + } + + /* "View.MemoryView":1141 + * size *= src.shape[i] + * + * return size # <<<<<<<<<<<<<< + * + * @cname('__pyx_fill_contig_strides_array') + */ + __pyx_r = __pyx_v_size; + goto __pyx_L0; + + /* "View.MemoryView":1133 + * + * @cname('__pyx_memoryview_slice_get_size') + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1144 + * + * @cname('__pyx_fill_contig_strides_array') + * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< + * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, + * int ndim, char order) nogil: + */ + +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) { + int __pyx_v_idx; + Py_ssize_t __pyx_r; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1153 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride + */ + __pyx_t_1 = ((__pyx_v_order == 'F') != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1154 + * + * if order == 'F': + * for idx in range(ndim): # <<<<<<<<<<<<<< + * strides[idx] = stride + * stride = stride * shape[idx] + */ + __pyx_t_2 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_idx = __pyx_t_3; + + /* "View.MemoryView":1155 + * if order == 'F': + * for idx in range(ndim): + * strides[idx] = stride # <<<<<<<<<<<<<< + * stride = stride * shape[idx] + * else: + */ + (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; + + /* "View.MemoryView":1156 + * for idx in range(ndim): + * strides[idx] = stride + * stride = stride * shape[idx] # <<<<<<<<<<<<<< + * else: + * for idx in range(ndim - 1, -1, -1): + */ + __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); + } + + /* "View.MemoryView":1153 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1158 + * stride = stride * shape[idx] + * else: + * for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * strides[idx] = stride + * stride = stride * shape[idx] + */ + /*else*/ { + for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1L; __pyx_t_2-=1) { + __pyx_v_idx = __pyx_t_2; + + /* "View.MemoryView":1159 + * else: + * for idx in range(ndim - 1, -1, -1): + * strides[idx] = stride # <<<<<<<<<<<<<< + * stride = stride * shape[idx] + * + */ + (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; + + /* "View.MemoryView":1160 + * for idx in range(ndim - 1, -1, -1): + * strides[idx] = stride + * stride = stride * shape[idx] # <<<<<<<<<<<<<< + * + * return stride + */ + __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); + } + } + __pyx_L3:; + + /* "View.MemoryView":1162 + * stride = stride * shape[idx] + * + * return stride # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_copy_data_to_temp') + */ + __pyx_r = __pyx_v_stride; + goto __pyx_L0; + + /* "View.MemoryView":1144 + * + * @cname('__pyx_fill_contig_strides_array') + * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< + * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, + * int ndim, char order) nogil: + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1165 + * + * @cname('__pyx_memoryview_copy_data_to_temp') + * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *tmpslice, + * char order, + */ + +static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) { + int __pyx_v_i; + void *__pyx_v_result; + size_t __pyx_v_itemsize; + size_t __pyx_v_size; + void *__pyx_r; + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + struct __pyx_memoryview_obj *__pyx_t_4; + int __pyx_t_5; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + + /* "View.MemoryView":1176 + * cdef void *result + * + * cdef size_t itemsize = src.memview.view.itemsize # <<<<<<<<<<<<<< + * cdef size_t size = slice_get_size(src, ndim) + * + */ + __pyx_t_1 = __pyx_v_src->memview->view.itemsize; + __pyx_v_itemsize = __pyx_t_1; + + /* "View.MemoryView":1177 + * + * cdef size_t itemsize = src.memview.view.itemsize + * cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<< + * + * result = malloc(size) + */ + __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim); + + /* "View.MemoryView":1179 + * cdef size_t size = slice_get_size(src, ndim) + * + * result = malloc(size) # <<<<<<<<<<<<<< + * if not result: + * _err(MemoryError, NULL) + */ + __pyx_v_result = malloc(__pyx_v_size); + + /* "View.MemoryView":1180 + * + * result = malloc(size) + * if not result: # <<<<<<<<<<<<<< + * _err(MemoryError, NULL) + * + */ + __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1181 + * result = malloc(size) + * if not result: + * _err(MemoryError, NULL) # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1180 + * + * result = malloc(size) + * if not result: # <<<<<<<<<<<<<< + * _err(MemoryError, NULL) + * + */ + } + + /* "View.MemoryView":1184 + * + * + * tmpslice.data = result # <<<<<<<<<<<<<< + * tmpslice.memview = src.memview + * for i in range(ndim): + */ + __pyx_v_tmpslice->data = ((char *)__pyx_v_result); + + /* "View.MemoryView":1185 + * + * tmpslice.data = result + * tmpslice.memview = src.memview # <<<<<<<<<<<<<< + * for i in range(ndim): + * tmpslice.shape[i] = src.shape[i] + */ + __pyx_t_4 = __pyx_v_src->memview; + __pyx_v_tmpslice->memview = __pyx_t_4; + + /* "View.MemoryView":1186 + * tmpslice.data = result + * tmpslice.memview = src.memview + * for i in range(ndim): # <<<<<<<<<<<<<< + * tmpslice.shape[i] = src.shape[i] + * tmpslice.suboffsets[i] = -1 + */ + __pyx_t_3 = __pyx_v_ndim; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1187 + * tmpslice.memview = src.memview + * for i in range(ndim): + * tmpslice.shape[i] = src.shape[i] # <<<<<<<<<<<<<< + * tmpslice.suboffsets[i] = -1 + * + */ + (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]); + + /* "View.MemoryView":1188 + * for i in range(ndim): + * tmpslice.shape[i] = src.shape[i] + * tmpslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< + * + * fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, + */ + (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L; + } + + /* "View.MemoryView":1190 + * tmpslice.suboffsets[i] = -1 + * + * fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, # <<<<<<<<<<<<<< + * ndim, order) + * + */ + __pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order); + + /* "View.MemoryView":1194 + * + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * if tmpslice.shape[i] == 1: + * tmpslice.strides[i] = 0 + */ + __pyx_t_3 = __pyx_v_ndim; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1195 + * + * for i in range(ndim): + * if tmpslice.shape[i] == 1: # <<<<<<<<<<<<<< + * tmpslice.strides[i] = 0 + * + */ + __pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1196 + * for i in range(ndim): + * if tmpslice.shape[i] == 1: + * tmpslice.strides[i] = 0 # <<<<<<<<<<<<<< + * + * if slice_is_contig(src, order, ndim): + */ + (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0; + + /* "View.MemoryView":1195 + * + * for i in range(ndim): + * if tmpslice.shape[i] == 1: # <<<<<<<<<<<<<< + * tmpslice.strides[i] = 0 + * + */ + } + } + + /* "View.MemoryView":1198 + * tmpslice.strides[i] = 0 + * + * if slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * memcpy(result, src.data, size) + * else: + */ + __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1199 + * + * if slice_is_contig(src, order, ndim): + * memcpy(result, src.data, size) # <<<<<<<<<<<<<< + * else: + * copy_strided_to_strided(src, tmpslice, ndim, itemsize) + */ + memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size); + + /* "View.MemoryView":1198 + * tmpslice.strides[i] = 0 + * + * if slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * memcpy(result, src.data, size) + * else: + */ + goto __pyx_L9; + } + + /* "View.MemoryView":1201 + * memcpy(result, src.data, size) + * else: + * copy_strided_to_strided(src, tmpslice, ndim, itemsize) # <<<<<<<<<<<<<< + * + * return result + */ + /*else*/ { + copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize); + } + __pyx_L9:; + + /* "View.MemoryView":1203 + * copy_strided_to_strided(src, tmpslice, ndim, itemsize) + * + * return result # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + + /* "View.MemoryView":1165 + * + * @cname('__pyx_memoryview_copy_data_to_temp') + * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *tmpslice, + * char order, + */ + + /* function exit code */ + __pyx_L1_error:; + { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename); + #ifdef WITH_THREAD + 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direct_copy = False + */ + __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_src), __pyx_v_src_ndim); + + /* "View.MemoryView":1237 + * cdef int i + * cdef char order = get_best_order(&src, src_ndim) + * cdef bint broadcasting = False # <<<<<<<<<<<<<< + * cdef bint direct_copy = False + * cdef __Pyx_memviewslice tmp + */ + __pyx_v_broadcasting = 0; + + /* "View.MemoryView":1238 + * cdef char order = get_best_order(&src, src_ndim) + * cdef bint broadcasting = False + * cdef bint direct_copy = False # <<<<<<<<<<<<<< + * cdef __Pyx_memviewslice tmp + * + */ + __pyx_v_direct_copy = 0; + + /* "View.MemoryView":1241 + * cdef __Pyx_memviewslice tmp + * + * if src_ndim < dst_ndim: # <<<<<<<<<<<<<< + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: + */ + __pyx_t_2 = ((__pyx_v_src_ndim < __pyx_v_dst_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1242 + * + * if src_ndim < dst_ndim: + * broadcast_leading(&src, src_ndim, dst_ndim) # <<<<<<<<<<<<<< + * elif dst_ndim < src_ndim: + * broadcast_leading(&dst, dst_ndim, src_ndim) + */ + __pyx_memoryview_broadcast_leading((&__pyx_v_src), __pyx_v_src_ndim, __pyx_v_dst_ndim); + + /* "View.MemoryView":1241 + * cdef __Pyx_memviewslice tmp + * + * if src_ndim < dst_ndim: # <<<<<<<<<<<<<< + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1243 + * if src_ndim < dst_ndim: + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: # <<<<<<<<<<<<<< + * broadcast_leading(&dst, dst_ndim, src_ndim) + * + */ + __pyx_t_2 = ((__pyx_v_dst_ndim < __pyx_v_src_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1244 + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: + * broadcast_leading(&dst, dst_ndim, src_ndim) # <<<<<<<<<<<<<< + * + * cdef int ndim = max(src_ndim, dst_ndim) + */ + __pyx_memoryview_broadcast_leading((&__pyx_v_dst), __pyx_v_dst_ndim, __pyx_v_src_ndim); + + /* "View.MemoryView":1243 + * if src_ndim < dst_ndim: + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: # <<<<<<<<<<<<<< + * broadcast_leading(&dst, dst_ndim, src_ndim) + * + */ + } + __pyx_L3:; + + /* "View.MemoryView":1246 + * broadcast_leading(&dst, dst_ndim, src_ndim) + * + * cdef int ndim = max(src_ndim, dst_ndim) # <<<<<<<<<<<<<< + * + * for i in range(ndim): + */ + __pyx_t_3 = __pyx_v_dst_ndim; + __pyx_t_4 = __pyx_v_src_ndim; + if (((__pyx_t_3 > __pyx_t_4) != 0)) { + __pyx_t_5 = __pyx_t_3; + } else { + __pyx_t_5 = __pyx_t_4; + } + __pyx_v_ndim = __pyx_t_5; + + /* "View.MemoryView":1248 + * cdef int ndim = max(src_ndim, dst_ndim) + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: + */ + __pyx_t_5 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_5; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1249 + * + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< + * if src.shape[i] == 1: + * broadcasting = True + */ + __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i])) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1250 + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: # <<<<<<<<<<<<<< + * broadcasting = True + * src.strides[i] = 0 + */ + __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) == 1) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1251 + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: + * broadcasting = True # <<<<<<<<<<<<<< + * src.strides[i] = 0 + * else: + */ + __pyx_v_broadcasting = 1; + + /* "View.MemoryView":1252 + * if src.shape[i] == 1: + * broadcasting = True + * src.strides[i] = 0 # <<<<<<<<<<<<<< + * else: + * _err_extents(i, dst.shape[i], src.shape[i]) + */ + (__pyx_v_src.strides[__pyx_v_i]) = 0; + + /* "View.MemoryView":1250 + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: # <<<<<<<<<<<<<< + * broadcasting = True + * src.strides[i] = 0 + */ + goto __pyx_L7; + } + + /* "View.MemoryView":1254 + * src.strides[i] = 0 + * else: + * _err_extents(i, dst.shape[i], src.shape[i]) # <<<<<<<<<<<<<< + * + * if src.suboffsets[i] >= 0: + */ + /*else*/ { + __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_L7:; + + /* "View.MemoryView":1249 + * + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< + * if src.shape[i] == 1: + * broadcasting = True + */ + } + + /* "View.MemoryView":1256 + * _err_extents(i, dst.shape[i], src.shape[i]) + * + * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + */ + __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1257 + * + * if src.suboffsets[i] >= 0: + * _err_dim(ValueError, "Dimension %d is not direct", i) # <<<<<<<<<<<<<< + * + * if slices_overlap(&src, &dst, ndim, itemsize): + */ + __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1256 + * _err_extents(i, dst.shape[i], src.shape[i]) + * + * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + */ + } + } + + /* "View.MemoryView":1259 + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< + * + * if not slice_is_contig(&src, order, ndim): + */ + __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1261 + * if slices_overlap(&src, &dst, ndim, itemsize): + * + * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< + * order = get_best_order(&dst, ndim) + * + */ + __pyx_t_2 = ((!(__pyx_memviewslice_is_contig((&__pyx_v_src), __pyx_v_order, __pyx_v_ndim) != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1262 + * + * if not slice_is_contig(&src, order, ndim): + * order = get_best_order(&dst, ndim) # <<<<<<<<<<<<<< + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) + */ + __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim); + + /* "View.MemoryView":1261 + * if slices_overlap(&src, &dst, ndim, itemsize): + * + * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< + * order = get_best_order(&dst, ndim) + * + */ + } + + /* "View.MemoryView":1264 + * order = get_best_order(&dst, ndim) + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) # <<<<<<<<<<<<<< + * src = tmp + * + */ + __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_tmpdata = __pyx_t_6; + + /* "View.MemoryView":1265 + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) + * src = tmp # <<<<<<<<<<<<<< + * + * if not broadcasting: + */ + __pyx_v_src = __pyx_v_tmp; + + /* "View.MemoryView":1259 + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< + * + * if not slice_is_contig(&src, order, ndim): + */ + } + + /* "View.MemoryView":1267 + * src = tmp + * + * if not broadcasting: # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1270 + * + * + * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): + */ + __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'C', __pyx_v_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1271 + * + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) # <<<<<<<<<<<<<< + * elif slice_is_contig(&src, 'F', ndim): + * direct_copy = slice_is_contig(&dst, 'F', ndim) + */ + __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'C', __pyx_v_ndim); + + /* "View.MemoryView":1270 + * + * + * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): + */ + goto __pyx_L12; + } + + /* "View.MemoryView":1272 + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + */ + __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'F', __pyx_v_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1273 + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): + * direct_copy = slice_is_contig(&dst, 'F', ndim) # <<<<<<<<<<<<<< + * + * if direct_copy: + */ + __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'F', __pyx_v_ndim); + + /* "View.MemoryView":1272 + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + */ + } + __pyx_L12:; + + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + __pyx_t_2 = (__pyx_v_direct_copy != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1277 + * if direct_copy: + * + * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1278 + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) + */ + memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)); + + /* "View.MemoryView":1279 + * refcount_copying(&dst, dtype_is_object, ndim, False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< + * free(tmpdata) + * return 0 + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1280 + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * + */ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1281 + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * if order == 'F' == get_best_order(&dst, ndim): + */ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + } + + /* "View.MemoryView":1267 + * src = tmp + * + * if not broadcasting: # <<<<<<<<<<<<<< + * + * + */ + } + + /* "View.MemoryView":1283 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_2 = (__pyx_v_order == 'F'); + if (__pyx_t_2) { + __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim)); + } + __pyx_t_7 = (__pyx_t_2 != 0); + if (__pyx_t_7) { + + /* "View.MemoryView":1286 + * + * + * transpose_memslice(&src) # <<<<<<<<<<<<<< + * transpose_memslice(&dst) + * + */ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1287 + * + * transpose_memslice(&src) + * transpose_memslice(&dst) # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1283 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * + */ + } + + /* "View.MemoryView":1289 + * transpose_memslice(&dst) + * + * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, True) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1290 + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, True) + * + */ + copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1291 + * refcount_copying(&dst, dtype_is_object, ndim, False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< + * + * free(tmpdata) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1293 + * refcount_copying(&dst, dtype_is_object, ndim, True) + * + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * + */ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1294 + * + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_broadcast_leading') + */ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1225 + * + * @cname('__pyx_memoryview_copy_contents') + * cdef int memoryview_copy_contents(__Pyx_memviewslice src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice dst, + * int src_ndim, int dst_ndim, + */ + + /* function exit code */ + __pyx_L1_error:; + { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + } + __pyx_r = -1; + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1297 + * + * @cname('__pyx_memoryview_broadcast_leading') + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< + * int ndim, + * int ndim_other) nogil: + */ + +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) { + int __pyx_v_i; + int __pyx_v_offset; + int __pyx_t_1; + int __pyx_t_2; + + /* "View.MemoryView":1301 + * int ndim_other) nogil: + * cdef int i + * cdef int offset = ndim_other - ndim # <<<<<<<<<<<<<< + * + * for i in range(ndim - 1, -1, -1): + */ + __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim); + + /* "View.MemoryView":1303 + * cdef int offset = ndim_other - ndim + * + * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] + */ + for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { + __pyx_v_i = __pyx_t_1; + + /* "View.MemoryView":1304 + * + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] # <<<<<<<<<<<<<< + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + */ + (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]); + + /* "View.MemoryView":1305 + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] # <<<<<<<<<<<<<< + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * + */ + (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1306 + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] # <<<<<<<<<<<<<< + * + * for i in range(offset): + */ + (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]); + } + + /* "View.MemoryView":1308 + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * + * for i in range(offset): # <<<<<<<<<<<<<< + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] + */ + __pyx_t_1 = __pyx_v_offset; + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { + __pyx_v_i = __pyx_t_2; + + /* "View.MemoryView":1309 + * + * for i in range(offset): + * mslice.shape[i] = 1 # <<<<<<<<<<<<<< + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 + */ + (__pyx_v_mslice->shape[__pyx_v_i]) = 1; + + /* "View.MemoryView":1310 + * for i in range(offset): + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] # <<<<<<<<<<<<<< + * mslice.suboffsets[i] = -1 + * + */ + (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]); + + /* "View.MemoryView":1311 + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< + * + * + */ + (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L; + } + + /* "View.MemoryView":1297 + * + * @cname('__pyx_memoryview_broadcast_leading') + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< + * int ndim, + * int ndim_other) nogil: + 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((PyObject*)p->name); + p->name = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_Enum[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type___pyx_MemviewEnum = { + PyVarObject_HEAD_INIT(0, 0) + "polylearn.cd_lifted_fast.Enum", /*tp_name*/ + sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_Enum, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + __pyx_MemviewEnum___repr__, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_Enum, /*tp_traverse*/ + __pyx_tp_clear_Enum, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_Enum, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_MemviewEnum___init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_Enum, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; +static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview; + +static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryview_obj *p; + PyObject *o; + if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) { + o = (*t->tp_alloc)(t, 0); + } else { + o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0); + } + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryview_obj *)o); + p->__pyx_vtab = __pyx_vtabptr_memoryview; + p->obj = Py_None; Py_INCREF(Py_None); + p->_size = Py_None; Py_INCREF(Py_None); + p->_array_interface = Py_None; Py_INCREF(Py_None); + p->view.obj = NULL; + if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_memoryview(PyObject *o) { + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_memoryview___dealloc__(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->obj); + Py_CLEAR(p->_size); + Py_CLEAR(p->_array_interface); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + if (p->obj) { + e = (*v)(p->obj, a); if (e) return e; + } + if (p->_size) { + e = (*v)(p->_size, a); if (e) return e; + } + if (p->_array_interface) { + e = (*v)(p->_array_interface, a); if (e) return e; + } + if (p->view.obj) { + e = (*v)(p->view.obj, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_memoryview(PyObject *o) { + PyObject* tmp; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + tmp = ((PyObject*)p->obj); + p->obj = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->_size); + p->_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->_array_interface); + p->_array_interface = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + Py_CLEAR(p->view.obj); + return 0; +} +static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_memoryview___setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_transpose(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview__get__base(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_shape(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_strides(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_suboffsets(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_ndim(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_itemsize(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_nbytes(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_size(o); +} + +static PyMethodDef __pyx_methods_memoryview[] = { + {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0}, + {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0}, + {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0}, + {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_memoryview[] = { + {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0}, + {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0}, + {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0}, + {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0}, + {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0}, + {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0}, + {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0}, + {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0}, + {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_memoryview = { + __pyx_memoryview___len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_memoryview, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_memoryview = { + __pyx_memoryview___len__, /*mp_length*/ + __pyx_memoryview___getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_memoryview = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + __pyx_memoryview_getbuffer, /*bf_getbuffer*/ + 0, /*bf_releasebuffer*/ +}; + +static PyTypeObject __pyx_type___pyx_memoryview = { + PyVarObject_HEAD_INIT(0, 0) + "polylearn.cd_lifted_fast.memoryview", /*tp_name*/ + sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_memoryview, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + __pyx_memoryview___repr__, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_memoryview___str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_memoryview, /*tp_traverse*/ + __pyx_tp_clear_memoryview, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_memoryview, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_memoryview, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_memoryview, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; +static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice; + +static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryviewslice_obj *p; + PyObject *o = __pyx_tp_new_memoryview(t, a, k); + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryviewslice_obj *)o); + p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice; + p->from_object = Py_None; Py_INCREF(Py_None); + p->from_slice.memview = NULL; + return o; +} + +static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) { + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_memoryviewslice___dealloc__(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->from_object); + PyObject_GC_Track(o); + __pyx_tp_dealloc_memoryview(o); +} + +static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e; + if (p->from_object) { + e = (*v)(p->from_object, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear__memoryviewslice(PyObject *o) { + PyObject* tmp; + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + __pyx_tp_clear_memoryview(o); + tmp = ((PyObject*)p->from_object); + p->from_object = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + __PYX_XDEC_MEMVIEW(&p->from_slice, 1); + return 0; +} + +static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryviewslice__get__base(o); +} + +static PyMethodDef __pyx_methods__memoryviewslice[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets__memoryviewslice[] = { + {(char *)"base", __pyx_getprop___pyx_memoryviewslice_base, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type___pyx_memoryviewslice = { + PyVarObject_HEAD_INIT(0, 0) + "polylearn.cd_lifted_fast._memoryviewslice", /*tp_name*/ + sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + #if CYTHON_COMPILING_IN_PYPY + __pyx_memoryview___repr__, /*tp_repr*/ + #else + 0, /*tp_repr*/ + #endif + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + #if CYTHON_COMPILING_IN_PYPY + __pyx_memoryview___str__, /*tp_str*/ + #else + 0, /*tp_str*/ + #endif + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + "Internal class for passing memoryview slices to Python", /*tp_doc*/ + __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/ + __pyx_tp_clear__memoryviewslice, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods__memoryviewslice, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets__memoryviewslice, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new__memoryviewslice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; + +static PyMethodDef __pyx_methods[] = { + {"_fast_lifted_predict", (PyCFunction)__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict, METH_VARARGS|METH_KEYWORDS, 0}, + {0, 0, 0, 0} +}; + +#if PY_MAJOR_VERSION >= 3 +static struct PyModuleDef __pyx_moduledef = { + #if PY_VERSION_HEX < 0x03020000 + { PyObject_HEAD_INIT(NULL) NULL, 0, NULL }, + #else + PyModuleDef_HEAD_INIT, + #endif + "cd_lifted_fast", + 0, /* m_doc */ + -1, /* m_size */ + __pyx_methods /* m_methods */, + NULL, /* m_reload */ + NULL, /* m_traverse */ + 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__pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_tuple__9); __Pyx_GIVEREF(__pyx_tuple__9); - __pyx_codeobj__10 = (PyObject*)__Pyx_PyCode_New(10, 0, 29, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__9, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 141, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":135 + * + * if not isinstance(format, bytes): + * format = format.encode('ASCII') # <<<<<<<<<<<<<< + * self._format = format # keep a reference to the byte string + * self.format = self._format + */ + __pyx_tuple__10 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__10); + __Pyx_GIVEREF(__pyx_tuple__10); + + /* "View.MemoryView":144 + * + * if not self._shape: + * raise MemoryError("unable to allocate shape and strides.") # <<<<<<<<<<<<<< + * + * + */ + __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__11); + __Pyx_GIVEREF(__pyx_tuple__11); + + /* "View.MemoryView":172 + * self.data = malloc(self.len) + * if not self.data: + * raise MemoryError("unable to allocate array data.") # <<<<<<<<<<<<<< + * + * if self.dtype_is_object: + */ + __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__12); + __Pyx_GIVEREF(__pyx_tuple__12); + + /* "View.MemoryView":188 + * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS + * if not (flags & bufmode): + * raise ValueError("Can only create a buffer that is contiguous in memory.") # <<<<<<<<<<<<<< + * info.buf = self.data + * info.len = self.len + */ + __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__13); + __Pyx_GIVEREF(__pyx_tuple__13); + + /* "View.MemoryView":447 + * result = struct.unpack(self.view.format, bytesitem) + * except struct.error: + * raise ValueError("Unable to convert item to object") # <<<<<<<<<<<<<< + * else: + * if len(self.view.format) == 1: + */ + __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__14); + __Pyx_GIVEREF(__pyx_tuple__14); + + /* "View.MemoryView":523 + * if self.view.strides == NULL: + * + * raise ValueError("Buffer view does not expose strides") # <<<<<<<<<<<<<< + * + * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) + */ + __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__15); + __Pyx_GIVEREF(__pyx_tuple__15); + + /* "View.MemoryView":531 + * def __get__(self): + * if self.view.suboffsets == NULL: + * return (-1,) * self.view.ndim # <<<<<<<<<<<<<< + * + * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) + */ + __pyx_tuple__16 = PyTuple_New(1); if (unlikely(!__pyx_tuple__16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__16); + __Pyx_INCREF(__pyx_int_neg_1); + __Pyx_GIVEREF(__pyx_int_neg_1); + PyTuple_SET_ITEM(__pyx_tuple__16, 0, __pyx_int_neg_1); + __Pyx_GIVEREF(__pyx_tuple__16); + + /* "View.MemoryView":640 + * if item is Ellipsis: + * if not seen_ellipsis: + * result.extend([slice(None)] * (ndim - len(tup) + 1)) # <<<<<<<<<<<<<< + * seen_ellipsis = True + * else: + */ + __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__17); + __Pyx_GIVEREF(__pyx_slice__17); + + /* "View.MemoryView":643 + * seen_ellipsis = True + * else: + * result.append(slice(None)) # <<<<<<<<<<<<<< + * have_slices = True + * else: + */ + __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__18); + __Pyx_GIVEREF(__pyx_slice__18); + + /* "View.MemoryView":654 + * nslices = ndim - len(result) + * if nslices: + * result.extend([slice(None)] * nslices) # <<<<<<<<<<<<<< + * + * return have_slices or nslices, tuple(result) + */ + __pyx_slice__19 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__19); + __Pyx_GIVEREF(__pyx_slice__19); + + /* "View.MemoryView":661 + * for suboffset in suboffsets[:ndim]: + * if suboffset >= 0: + * raise ValueError("Indirect dimensions not supported") # <<<<<<<<<<<<<< + * + * + */ + __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__20); + __Pyx_GIVEREF(__pyx_tuple__20); + + /* "polylearn/cd_lifted_fast.pyx":141 + * + * + * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< + * ColumnDataset X, + * double[:] y, + */ + __pyx_tuple__21 = PyTuple_Pack(29, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_it, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__21); + __Pyx_GIVEREF(__pyx_tuple__21); + __pyx_codeobj__22 = (PyObject*)__Pyx_PyCode_New(10, 0, 29, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__21, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 141, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":278 + * return self.name + * + * cdef generic = Enum("") # <<<<<<<<<<<<<< + * cdef strided = Enum("") # default + * cdef indirect = Enum("") + */ + __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__23); + __Pyx_GIVEREF(__pyx_tuple__23); + + /* "View.MemoryView":279 + * + * cdef generic = Enum("") + * cdef strided = Enum("") # default # <<<<<<<<<<<<<< + * cdef indirect = Enum("") + * + */ + __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__24); + __Pyx_GIVEREF(__pyx_tuple__24); + + /* "View.MemoryView":280 + * cdef generic = Enum("") + * cdef strided = Enum("") # default + * cdef indirect = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__25); + __Pyx_GIVEREF(__pyx_tuple__25); + + /* "View.MemoryView":283 + * + * + * cdef contiguous = Enum("") # <<<<<<<<<<<<<< + * cdef indirect_contiguous = Enum("") + * + */ + __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__26); + __Pyx_GIVEREF(__pyx_tuple__26); + + /* "View.MemoryView":284 + * + * cdef contiguous = Enum("") + * cdef indirect_contiguous = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__27)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__27); + __Pyx_GIVEREF(__pyx_tuple__27); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -5595,6 +18206,9 @@ static int __Pyx_InitCachedConstants(void) { static int __Pyx_InitGlobals(void) { if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -5683,9 +18297,41 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) /*--- Constants init code ---*/ if (__Pyx_InitCachedConstants() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Global init code ---*/ + generic = Py_None; Py_INCREF(Py_None); + strided = Py_None; Py_INCREF(Py_None); + indirect = Py_None; Py_INCREF(Py_None); + contiguous = Py_None; Py_INCREF(Py_None); + indirect_contiguous = Py_None; Py_INCREF(Py_None); /*--- Variable export code ---*/ /*--- Function export code ---*/ /*--- Type init code ---*/ + if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_array.tp_print = 0; + __pyx_array_type = &__pyx_type___pyx_array; + if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_MemviewEnum.tp_print = 0; + __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum; + __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview; + __pyx_vtable_memoryview.get_item_pointer = (char *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_get_item_pointer; + __pyx_vtable_memoryview.is_slice = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_is_slice; + __pyx_vtable_memoryview.setitem_slice_assignment = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_slice_assignment; + __pyx_vtable_memoryview.setitem_slice_assign_scalar = (PyObject *(*)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_setitem_slice_assign_scalar; + __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed; + __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object; + __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object; + if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_memoryview.tp_print = 0; + if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_memoryview_type = &__pyx_type___pyx_memoryview; + __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice; + __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview; + __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object; + __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object; + __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type; + if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_memoryviewslice.tp_print = 0; + if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice; /*--- Type import code ---*/ __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", #if CYTHON_COMPILING_IN_PYPY @@ -5693,28 +18339,28 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) #else sizeof(PyHeapTypeObject), #endif - 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if 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__Pyx_XGOTREF(strided); + __Pyx_DECREF_SET(strided, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":280 + * cdef generic = Enum("") + * cdef strided = Enum("") # default + * cdef indirect = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(indirect); + __Pyx_DECREF_SET(indirect, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":283 + * + * + * cdef contiguous = Enum("") # <<<<<<<<<<<<<< + * cdef indirect_contiguous = Enum("") + * + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(contiguous); + __Pyx_DECREF_SET(contiguous, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":284 + * + * cdef contiguous = Enum("") + * cdef indirect_contiguous = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(indirect_contiguous); + __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":498 + * info.obj = self + * + * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + PyType_Modified(__pyx_memoryview_type); - /* "polylearn/cd_lifted_fast.pyx":1 - * # encoding: utf-8 # <<<<<<<<<<<<<< - * # cython: language_level=3 - * # cython: cdivision=True + /* "View.MemoryView":954 + * return self.from_object + * + * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< + * + * */ - __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + PyType_Modified(__pyx_memoryviewslice_type); - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":976 - * arr.base = baseptr + /* "View.MemoryView":1364 * - * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< - * if arr.base is NULL: - * return None + * @cname('__pyx_memoryview__slice_assign_scalar') + * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< + * Py_ssize_t *strides, int ndim, + * size_t itemsize, void *item) nogil: */ /*--- Wrapped vars code ---*/ @@ -5804,6 +18559,175 @@ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { return result; } +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%.200s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%.200s() got an unexpected keyword argument '%.200s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { + PyErr_Format(PyExc_TypeError, + "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); +} +static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (likely(Py_TYPE(obj) == type)) return 1; + #if PY_MAJOR_VERSION == 2 + else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; + #endif + } + else { + if (likely(PyObject_TypeCheck(obj, type))) return 1; + } + __Pyx_RaiseArgumentTypeInvalid(name, obj, type); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + static CYTHON_INLINE int __Pyx_IsLittleEndian(void) { unsigned int n = 1; return *(unsigned char*)(&n) != 0; @@ -6332,257 +19256,159 @@ static CYTHON_INLINE int __Pyx_GetBufferAndValidate( if (!cast) { __Pyx_BufFmt_Context ctx; __Pyx_BufFmt_Init(&ctx, stack, dtype); - if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; - } - if ((unsigned)buf->itemsize != dtype->size) { - PyErr_Format(PyExc_ValueError, - "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)", - buf->itemsize, (buf->itemsize > 1) ? "s" : "", - dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : ""); - goto fail; - } - if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones; - return 0; -fail:; - __Pyx_ZeroBuffer(buf); - return -1; -} -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { - if (info->buf == NULL) return; - if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL; - __Pyx_ReleaseBuffer(info); -} - -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_Restore(type, value, tb); -#endif + if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; + } + if ((unsigned)buf->itemsize != dtype->size) { + PyErr_Format(PyExc_ValueError, + "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)", + buf->itemsize, (buf->itemsize > 1) ? "s" : "", + dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : ""); + goto fail; + } + if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones; + return 0; +fail:; + __Pyx_ZeroBuffer(buf); + return -1; } -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(type, value, tb); -#endif +static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { + if (info->buf == NULL) return; + if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL; + __Pyx_ReleaseBuffer(info); } -static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, - CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, - int full_traceback, CYTHON_UNUSED int nogil) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; -#ifdef WITH_THREAD - PyGILState_STATE state; - if (nogil) - state = PyGILState_Ensure(); -#endif - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - if (full_traceback) { - Py_XINCREF(old_exc); - Py_XINCREF(old_val); - Py_XINCREF(old_tb); - __Pyx_ErrRestore(old_exc, old_val, old_tb); - PyErr_PrintEx(1); +static int +__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference) +{ + __Pyx_RefNannyDeclarations + int i, retval=-1; + Py_buffer *buf = &memview->view; + __Pyx_RefNannySetupContext("init_memviewslice", 0); + if (!buf) { + PyErr_SetString(PyExc_ValueError, + "buf is NULL."); + goto fail; + } else if (memviewslice->memview || memviewslice->data) { + PyErr_SetString(PyExc_ValueError, + "memviewslice is already initialized!"); + goto fail; } - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); + if (buf->strides) { + for (i = 0; i < ndim; i++) { + memviewslice->strides[i] = buf->strides[i]; + } } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); + Py_ssize_t stride = buf->itemsize; + for (i = ndim - 1; i >= 0; i--) { + memviewslice->strides[i] = stride; + stride *= buf->shape[i]; + } } -#ifdef WITH_THREAD - if (nogil) - PyGILState_Release(state); + for (i = 0; i < ndim; i++) { + memviewslice->shape[i] = buf->shape[i]; + if (buf->suboffsets) { + memviewslice->suboffsets[i] = buf->suboffsets[i]; + } else { + memviewslice->suboffsets[i] = -1; + } + } + memviewslice->memview = memview; + memviewslice->data = (char *)buf->buf; + if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) { + Py_INCREF(memview); + } + retval = 0; + goto no_fail; +fail: + memviewslice->memview = 0; + memviewslice->data = 0; + retval = -1; +no_fail: + __Pyx_RefNannyFinishContext(); + return retval; +} +static CYTHON_INLINE void __pyx_fatalerror(const char *fmt, ...) { + va_list vargs; + char msg[200]; +#ifdef HAVE_STDARG_PROTOTYPES + va_start(vargs, fmt); +#else + va_start(vargs); #endif + vsnprintf(msg, 200, fmt, vargs); + Py_FatalError(msg); + va_end(vargs); } - -static void __Pyx_RaiseArgtupleInvalid( - const char* func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) +static CYTHON_INLINE int +__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count, + PyThread_type_lock lock) { - 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); + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)++; + PyThread_release_lock(lock); + return result; } - -static void __Pyx_RaiseDoubleKeywordsError( - const char* func_name, - PyObject* kw_name) +static CYTHON_INLINE int +__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count, + PyThread_type_lock lock) { - 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 + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)--; + PyThread_release_lock(lock); + return result; } - -static int __Pyx_ParseOptionalKeywords( - PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char* function_name) +static CYTHON_INLINE void +__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) { - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject*** name; - PyObject*** first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name-argnames] = value; - continue; - } - name = first_kw_arg; - #if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) - && _PyString_Eq(**name, key)) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || ( - (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) - && _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else - #endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + int first_time; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (!memview || (PyObject *) memview == Py_None) + return; + if (__pyx_get_slice_count(memview) < 0) + __pyx_fatalerror("Acquisition count is %d (line %d)", + __pyx_get_slice_count(memview), lineno); + first_time = __pyx_add_acquisition_count(memview) == 0; + if (first_time) { + if (have_gil) { + Py_INCREF((PyObject *) memview); } else { - goto invalid_keyword; + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_INCREF((PyObject *) memview); + PyGILState_Release(_gilstate); } } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%.200s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%.200s() got an unexpected keyword argument '%.200s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif -bad: - return -1; -} - -static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { - PyErr_Format(PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); } -static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) -{ - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (likely(Py_TYPE(obj) == type)) return 1; - #if PY_MAJOR_VERSION == 2 - else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; - #endif +static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice, + int have_gil, int lineno) { + int last_time; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (!memview ) { + return; + } else if ((PyObject *) memview == Py_None) { + memslice->memview = NULL; + return; } - else { - if (likely(PyObject_TypeCheck(obj, type))) return 1; + if (__pyx_get_slice_count(memview) <= 0) + __pyx_fatalerror("Acquisition count is %d (line %d)", + __pyx_get_slice_count(memview), lineno); + last_time = __pyx_sub_acquisition_count(memview) == 1; + memslice->data = NULL; + if (last_time) { + if (have_gil) { + Py_CLEAR(memslice->memview); + } else { + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_CLEAR(memslice->memview); + PyGILState_Release(_gilstate); + } + } else { + memslice->memview = NULL; } - __Pyx_RaiseArgumentTypeInvalid(name, obj, type); - return 0; } #if CYTHON_COMPILING_IN_CPYTHON @@ -6628,15 +19454,46 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { #ifdef __Pyx_CyFunction_USED if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { #else - if (likely(PyCFunction_Check(func))) { + if (likely(PyCFunction_Check(func))) { +#endif + if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { + return __Pyx_PyObject_CallMethO(func, NULL); + } + } + return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); +} +#endif + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); #endif - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); } +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); #endif +} #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, @@ -6808,21 +19665,634 @@ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", index, (index == 1) ? "" : "s"); } - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + const char *ps1, *ps2; + Py_ssize_t length = PyBytes_GET_SIZE(s1); + if (length != PyBytes_GET_SIZE(s2)) + return (equals == Py_NE); + ps1 = PyBytes_AS_STRING(s1); + ps2 = PyBytes_AS_STRING(s2); + if (ps1[0] != ps2[0]) { + return (equals == Py_NE); + } else if (length == 1) { + return (equals == Py_EQ); + } else { + int result = memcmp(ps1, ps2, (size_t)length); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +#endif +} + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else +#if PY_MAJOR_VERSION < 3 + PyObject* owned_ref = NULL; +#endif + int s1_is_unicode, s2_is_unicode; + if (s1 == s2) { + goto return_eq; + } + s1_is_unicode = PyUnicode_CheckExact(s1); + s2_is_unicode = PyUnicode_CheckExact(s2); +#if PY_MAJOR_VERSION < 3 + if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) { + owned_ref = PyUnicode_FromObject(s2); + if (unlikely(!owned_ref)) + return -1; + s2 = owned_ref; + s2_is_unicode = 1; + } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) { + owned_ref = PyUnicode_FromObject(s1); + if (unlikely(!owned_ref)) + return -1; + s1 = owned_ref; + s1_is_unicode = 1; + } else if (((!s2_is_unicode) & (!s1_is_unicode))) { + return __Pyx_PyBytes_Equals(s1, s2, equals); + } +#endif + if (s1_is_unicode & s2_is_unicode) { + Py_ssize_t length; + int kind; + void *data1, *data2; + if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0)) + return -1; + length = __Pyx_PyUnicode_GET_LENGTH(s1); + if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) { + goto return_ne; + } + kind = __Pyx_PyUnicode_KIND(s1); + if (kind != __Pyx_PyUnicode_KIND(s2)) { + goto return_ne; + } + data1 = __Pyx_PyUnicode_DATA(s1); + data2 = __Pyx_PyUnicode_DATA(s2); + if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) { + goto return_ne; + } else if (length == 1) { + goto return_eq; + } else { + int result = memcmp(data1, data2, (size_t)(length * kind)); + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & s2_is_unicode) { + goto return_ne; + } else if ((s2 == Py_None) & s1_is_unicode) { + goto return_ne; + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +return_eq: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ); +return_ne: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_NE); +#endif +} + +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { +#if CYTHON_COMPILING_IN_CPYTHON +#if PY_MAJOR_VERSION >= 3 + if (likely(PyUnicode_Check(n))) +#else + if (likely(PyString_Check(n))) +#endif + return __Pyx_PyObject_GetAttrStr(o, n); +#endif + return PyObject_GetAttr(o, n); +} + +static CYTHON_INLINE PyObject* __Pyx_decode_c_string( + const char* cstring, Py_ssize_t start, Py_ssize_t stop, + const char* encoding, const char* errors, + PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { + Py_ssize_t length; + if (unlikely((start < 0) | (stop < 0))) { + size_t slen = strlen(cstring); + if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) { + PyErr_SetString(PyExc_OverflowError, + "c-string too long to convert to Python"); + return NULL; + } + length = (Py_ssize_t) slen; + if (start < 0) { + start += length; + if (start < 0) + start = 0; + } + if (stop < 0) + stop += length; + } + length = stop - start; + if (unlikely(length <= 0)) + return PyUnicode_FromUnicode(NULL, 0); + cstring += start; + if (decode_func) { + return decode_func(cstring, length, errors); + } else { + return PyUnicode_Decode(cstring, length, encoding, errors); + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (local_tb) { + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + } + #endif + Py_XINCREF(local_tb); + Py_XINCREF(local_type); + Py_XINCREF(local_value); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + #endif + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; + } + #endif + if (!module) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } +bad: + #if PY_VERSION_HEX < 0x03030000 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return NULL; + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +#if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" +#endif + +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) { + #if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(op1))) { + const long b = intval; + long x; + long a = PyInt_AS_LONG(op1); + x = (long)((unsigned long)a + b); + if (likely((x^a) >= 0 || (x^b) >= 0)) + return PyInt_FromLong(x); + return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + #endif + #if CYTHON_USE_PYLONG_INTERNALS && PY_MAJOR_VERSION >= 3 + if (likely(PyLong_CheckExact(op1))) { + const long b = intval; + long a, x; + const PY_LONG_LONG llb = intval; + PY_LONG_LONG lla, llx; + const digit* digits = ((PyLongObject*)op1)->ob_digit; + const Py_ssize_t size = Py_SIZE(op1); + if (likely(__Pyx_sst_abs(size) <= 1)) { + a = likely(size) ? digits[0] : 0; + if (size == -1) a = -a; + } else { + switch (size) { + case -2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case -3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case -4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + default: return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + } + x = a + b; + return PyLong_FromLong(x); + long_long: + llx = lla + llb; + return PyLong_FromLongLong(llx); + } + #endif + if (PyFloat_CheckExact(op1)) { + const long b = intval; + double a = PyFloat_AS_DOUBLE(op1); + double result; + PyFPE_START_PROTECT("add", return NULL) + result = ((double)a) + (double)b; + PyFPE_END_PROTECT(result) + return PyFloat_FromDouble(result); + } + return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); +} +#endif + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, + int full_traceback, CYTHON_UNUSED int nogil) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; +#ifdef WITH_THREAD + PyGILState_STATE state; + if (nogil) + state = PyGILState_Ensure(); +#endif + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + if (full_traceback) { + Py_XINCREF(old_exc); + Py_XINCREF(old_val); + Py_XINCREF(old_tb); + __Pyx_ErrRestore(old_exc, old_val, old_tb); + PyErr_PrintEx(1); + } + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +#ifdef WITH_THREAD + if (nogil) + PyGILState_Release(state); +#endif +} + +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_New(1); + if (unlikely(!args)) return NULL; + Py_INCREF(arg); + PyTuple_SET_ITEM(args, 0, arg); + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; +} +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { +#ifdef __Pyx_CyFunction_USED + if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { +#else + if (likely(PyCFunction_Check(func))) { +#endif + if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { + return __Pyx_PyObject_CallMethO(func, arg); + } + } + return __Pyx__PyObject_CallOneArg(func, arg); +} +#else +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_Pack(1, arg); + if (unlikely(!args)) return NULL; + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; } +#endif -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0) + goto bad; + Py_DECREF(ob); return 0; +bad: + Py_XDECREF(ob); + return -1; } static void* __Pyx_GetVtable(PyObject *dict) { @@ -7007,6 +20477,8 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line, static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags); + if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags); + if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags); PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); return -1; } @@ -7024,7 +20496,272 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { #endif - #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ + static int +__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) +{ + int i; + if (!a || !b) + return 0; + if (a == b) + return 1; + if (a->size != b->size || a->typegroup != b->typegroup || + a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { + if (a->typegroup == 'H' || b->typegroup == 'H') { + return a->size == b->size; + } else { + return 0; + } + } + if (a->ndim) { + for (i = 0; i < a->ndim; i++) + if (a->arraysize[i] != b->arraysize[i]) + return 0; + } + if (a->typegroup == 'S') { + if (a->flags != b->flags) + return 0; + if (a->fields || b->fields) { + if (!(a->fields && b->fields)) + return 0; + for (i = 0; a->fields[i].type && b->fields[i].type; i++) { + __Pyx_StructField *field_a = a->fields + i; + __Pyx_StructField *field_b = b->fields + i; + if (field_a->offset != field_b->offset || + !__pyx_typeinfo_cmp(field_a->type, field_b->type)) + return 0; + } + return !a->fields[i].type && !b->fields[i].type; + } + } + return 1; +} + +static int +__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) +{ + if (buf->shape[dim] <= 1) + return 1; + if (buf->strides) { + if (spec & __Pyx_MEMVIEW_CONTIG) { + if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) { + if (buf->strides[dim] != sizeof(void *)) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly contiguous " + "in dimension %d.", dim); + goto fail; + } + } else if (buf->strides[dim] != buf->itemsize) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_FOLLOW) { + Py_ssize_t stride = buf->strides[dim]; + if (stride < 0) + stride = -stride; + if (stride < buf->itemsize) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + } else { + if (spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not contiguous in " + "dimension %d", dim); + goto fail; + } else if (spec & (__Pyx_MEMVIEW_PTR)) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not indirect in " + "dimension %d", dim); + goto fail; + } else if (buf->suboffsets) { + PyErr_SetString(PyExc_ValueError, + "Buffer exposes suboffsets but no strides"); + goto fail; + } + } + return 1; +fail: + return 0; +} +static int +__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec) +{ + if (spec & __Pyx_MEMVIEW_DIRECT) { + if (buf->suboffsets && buf->suboffsets[dim] >= 0) { + PyErr_Format(PyExc_ValueError, + "Buffer not compatible with direct access " + "in dimension %d.", dim); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_PTR) { + if (!buf->suboffsets || (buf->suboffsets && buf->suboffsets[dim] < 0)) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly accessible " + "in dimension %d.", dim); + goto fail; + } + } + return 1; +fail: + return 0; +} +static int +__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag) +{ + int i; + if (c_or_f_flag & __Pyx_IS_F_CONTIG) { + Py_ssize_t stride = 1; + for (i = 0; i < ndim; i++) { + if (stride * buf->itemsize != buf->strides[i] && + buf->shape[i] > 1) + { + PyErr_SetString(PyExc_ValueError, + "Buffer not fortran contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) { + Py_ssize_t stride = 1; + for (i = ndim - 1; i >- 1; i--) { + if (stride * buf->itemsize != buf->strides[i] && + buf->shape[i] > 1) { + PyErr_SetString(PyExc_ValueError, + "Buffer not C contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } + return 1; +fail: + return 0; +} +static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj) +{ + struct __pyx_memoryview_obj *memview, *new_memview; + __Pyx_RefNannyDeclarations + Py_buffer *buf; + int i, spec = 0, retval = -1; + __Pyx_BufFmt_Context ctx; + int from_memoryview = __pyx_memoryview_check(original_obj); + __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0); + if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *) + original_obj)->typeinfo)) { + memview = (struct __pyx_memoryview_obj *) original_obj; + new_memview = NULL; + } else { + memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + original_obj, buf_flags, 0, dtype); + new_memview = memview; + if (unlikely(!memview)) + goto fail; + } + buf = &memview->view; + if (buf->ndim != ndim) { + PyErr_Format(PyExc_ValueError, + "Buffer has wrong number of dimensions (expected %d, got %d)", + ndim, buf->ndim); + goto fail; + } + if (new_memview) { + __Pyx_BufFmt_Init(&ctx, stack, dtype); + if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; + } + if ((unsigned) buf->itemsize != dtype->size) { + PyErr_Format(PyExc_ValueError, + "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) " + "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)", + buf->itemsize, + (buf->itemsize > 1) ? "s" : "", + dtype->name, + dtype->size, + (dtype->size > 1) ? "s" : ""); + goto fail; + } + for (i = 0; i < ndim; i++) { + spec = axes_specs[i]; + if (!__pyx_check_strides(buf, i, ndim, spec)) + goto fail; + if (!__pyx_check_suboffsets(buf, i, ndim, spec)) + goto fail; + } + if (buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice, + new_memview != NULL) == -1)) { + goto fail; + } + retval = 0; + goto no_fail; +fail: + Py_XDECREF(new_memview); + retval = -1; +no_fail: + __Pyx_RefNannyFinishContext(); + return retval; +} + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *obj) { + __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, + (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT | PyBUF_WRITABLE), 3, + &__Pyx_TypeInfo_double, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; +__pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; +} + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj) { + __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0, + PyBUF_RECORDS, 1, + &__Pyx_TypeInfo_double, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; +__pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; +} + +#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) @@ -7045,10 +20782,6 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { return (target_type) value;\ } -#if CYTHON_USE_PYLONG_INTERNALS - #include "longintrepr.h" -#endif - static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; @@ -7551,6 +21284,325 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES v } } +static int +__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim) +{ + int i, index, step, start; + Py_ssize_t itemsize = mvs->memview->view.itemsize; + if (order == 'F') { + step = 1; + start = 0; + } else { + step = -1; + start = ndim - 1; + } + for (i = 0; i < ndim; i++) { + index = start + step * i; + if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize) + return 0; + itemsize *= mvs->shape[index]; + } + return 1; +} + +static void +__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, + void **out_start, void **out_end, + int ndim, size_t itemsize) +{ + char *start, *end; + int i; + start = end = slice->data; + for (i = 0; i < ndim; i++) { + Py_ssize_t stride = slice->strides[i]; + Py_ssize_t extent = slice->shape[i]; + if (extent == 0) { + *out_start = *out_end = start; + return; + } else { + if (stride > 0) + end += stride * (extent - 1); + else + start += stride * (extent - 1); + } + } + *out_start = start; + *out_end = end + itemsize; +} +static int +__pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize) +{ + void *start1, *end1, *start2, *end2; + __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); + __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); + return (start1 < end2) && (start2 < end1); +} + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object) +{ + __Pyx_RefNannyDeclarations + int i; + __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; + struct __pyx_memoryview_obj *from_memview = from_mvs->memview; + Py_buffer *buf = &from_memview->view; + PyObject *shape_tuple = NULL; + PyObject *temp_int = NULL; + struct __pyx_array_obj *array_obj = NULL; + struct __pyx_memoryview_obj *memview_obj = NULL; + __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); + for (i = 0; i < ndim; i++) { + if (from_mvs->suboffsets[i] >= 0) { + PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " + "indirect dimensions (axis %d)", i); + goto fail; + } + } + shape_tuple = PyTuple_New(ndim); + if (unlikely(!shape_tuple)) { + goto fail; + } + __Pyx_GOTREF(shape_tuple); + for(i = 0; i < ndim; i++) { + temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); + if(unlikely(!temp_int)) { + goto fail; + } else { + PyTuple_SET_ITEM(shape_tuple, i, temp_int); + temp_int = NULL; + } + } + array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); + if (unlikely(!array_obj)) { + goto fail; + } + __Pyx_GOTREF(array_obj); + memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + (PyObject *) array_obj, contig_flag, + dtype_is_object, + from_mvs->memview->typeinfo); + if (unlikely(!memview_obj)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) + goto fail; + if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, + dtype_is_object) < 0)) + goto fail; + goto no_fail; +fail: + __Pyx_XDECREF(new_mvs.memview); + new_mvs.memview = NULL; + new_mvs.data = NULL; +no_fail: + __Pyx_XDECREF(shape_tuple); + __Pyx_XDECREF(temp_int); + __Pyx_XDECREF(array_obj); + __Pyx_RefNannyFinishContext(); + return new_mvs; +} + +static CYTHON_INLINE PyObject * +__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) +{ + PyObject *cobj; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(p, sig, NULL); +#else + cobj = PyCObject_FromVoidPtr(p, NULL); +#endif + return cobj; +} + +static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { + const char neg_one = (char) -1, const_zero = (char) 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(char) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (char) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (char) 0; + case 1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0]) + case 2: + if (8 * sizeof(char) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) { + return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(char) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) { + return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(char) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) { + return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (char) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(char) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (char) 0; + case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, -(sdigit) digits[0]) + case 1: __PYX_VERIFY_RETURN_INT(char, digit, +digits[0]) + case -2: + if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(char) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(char) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(char) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { + return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + } +#endif + if (sizeof(char) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x)) + } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + char val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (char) -1; + } + } else { + char val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (char) -1; + val = __Pyx_PyInt_As_char(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to char"); + return (char) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to char"); + return (char) -1; +} + static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_lifted_fast.pyx b/polylearn/cd_lifted_fast.pyx index bde4461..70cf22a 100644 --- a/polylearn/cd_lifted_fast.pyx +++ b/polylearn/cd_lifted_fast.pyx @@ -17,9 +17,9 @@ from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction -cpdef void _fast_lifted_predict(np.ndarray[double, ndim=3, mode='c'] U, +cpdef void _fast_lifted_predict(double[:, :, ::1] U, ColumnDataset X, - np.ndarray[double, ndim=1] out): + double[:] out): # np.product(safe_sparse_dot(U, X.T), axis=0).sum(axis=0) # @@ -70,7 +70,7 @@ cpdef void _fast_lifted_predict(np.ndarray[double, ndim=3, mode='c'] U, free(middle) -cdef void _precompute(np.ndarray[double, ndim=3, mode='c'] U, +cdef void _precompute(double[:, :, ::1] U, ColumnDataset X, int s, int t, @@ -111,37 +111,37 @@ cdef void _precompute(np.ndarray[double, ndim=3, mode='c'] U, free(inner) -cdef double _total_loss(np.ndarray[double, ndim=1] y_pred, - np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=3, mode='c'] U, - double beta, - LossFunction loss): - - cdef double result = 0 - cdef int degree = U.shape[0] - cdef int n_components = U.shape[1] - cdef int n_features = U.shape[2] - cdef int n_samples = y.shape[0] - - cdef int i, t, s, j - - # regularization - for t in range(degree): - for s in range(n_components): - for j in range(n_features): - result += U[t, s, j] ** 2 - result *= beta - - # loss - for i in range(n_samples): - result += loss.loss(y_pred[i], y[i]) - return result +# cdef double _total_loss(np.ndarray[double, ndim=1] y_pred, +# np.ndarray[double, ndim=1] y, +# np.ndarray[double, ndim=3, mode='c'] U, +# double beta, +# LossFunction loss): +# +# cdef double result = 0 +# cdef int degree = U.shape[0] +# cdef int n_components = U.shape[1] +# cdef int n_features = U.shape[2] +# cdef int n_samples = y.shape[0] +# +# cdef int i, t, s, j +# +# # regularization +# for t in range(degree): +# for s in range(n_components): +# for j in range(n_features): +# result += U[t, s, j] ** 2 +# result *= beta +# +# # loss +# for i in range(n_samples): +# result += loss.loss(y_pred[i], y[i]) +# return result -def _cd_lifted(np.ndarray[double, ndim=3, mode='c'] U, +def _cd_lifted(double[:, :, ::1] U, ColumnDataset X, - np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=1] y_pred, + double[:] y, + double[:] y_pred, double beta, LossFunction loss, int max_iter, @@ -204,8 +204,8 @@ def _cd_lifted(np.ndarray[double, ndim=3, mode='c'] U, if verbose: print("Iteration", it + 1, "violation sum", sum_viol, end=" ") - if compute_loss: - print("loss", _total_loss(y_pred, y, U, beta, loss), end="") + # if compute_loss: + # print("loss", _total_loss(y_pred, y, U, beta, loss), end="") print() if sum_viol < tol: diff --git a/polylearn/cd_linear_fast.cpp b/polylearn/cd_linear_fast.cpp index 9f62f34..73dc85a 100644 --- a/polylearn/cd_linear_fast.cpp +++ b/polylearn/cd_linear_fast.cpp @@ -251,6 +251,8 @@ static CYTHON_INLINE float __PYX_NAN() { #include "numpy/arrayobject.h" #include "numpy/ufuncobject.h" #include "math.h" +#include "pythread.h" +#include "pystate.h" #ifdef _OPENMP #include #endif /* _OPENMP */ @@ -482,10 +484,20 @@ static const char *__pyx_filename; static const char *__pyx_f[] = { "polylearn/cd_linear_fast.pyx", "__init__.pxd", + "stringsource", "type.pxd", "dataset_fast.pxd", "polylearn/loss_fast.pxd", }; +struct __pyx_memoryview_obj; +typedef struct { + struct __pyx_memoryview_obj *memview; + char *data; + Py_ssize_t shape[8]; + Py_ssize_t strides[8]; + Py_ssize_t suboffsets[8]; +} __Pyx_memviewslice; + #define IS_UNSIGNED(type) (((type) -1) > 0) struct __Pyx_StructField_; #define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) @@ -521,6 +533,54 @@ typedef struct { char is_valid_array; } __Pyx_BufFmt_Context; +#include +#ifndef CYTHON_ATOMICS + #define CYTHON_ATOMICS 1 +#endif +#define __pyx_atomic_int_type int +#if CYTHON_ATOMICS && __GNUC__ >= 4 && (__GNUC_MINOR__ > 1 ||\ + (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL >= 2)) &&\ + !defined(__i386__) + #define __pyx_atomic_incr_aligned(value, lock) __sync_fetch_and_add(value, 1) + #define __pyx_atomic_decr_aligned(value, lock) __sync_fetch_and_sub(value, 1) + #ifdef __PYX_DEBUG_ATOMICS + #warning "Using GNU atomics" + #endif +#elif CYTHON_ATOMICS && defined(_MSC_VER) && 0 + #include + #undef __pyx_atomic_int_type + #define __pyx_atomic_int_type LONG + #define __pyx_atomic_incr_aligned(value, lock) InterlockedIncrement(value) + #define __pyx_atomic_decr_aligned(value, lock) InterlockedDecrement(value) + #ifdef __PYX_DEBUG_ATOMICS + #pragma message ("Using MSVC atomics") + #endif +#elif CYTHON_ATOMICS && (defined(__ICC) || defined(__INTEL_COMPILER)) && 0 + #define __pyx_atomic_incr_aligned(value, lock) _InterlockedIncrement(value) + #define __pyx_atomic_decr_aligned(value, lock) _InterlockedDecrement(value) + #ifdef __PYX_DEBUG_ATOMICS + #warning "Using Intel atomics" + #endif +#else + #undef CYTHON_ATOMICS + #define CYTHON_ATOMICS 0 + #ifdef __PYX_DEBUG_ATOMICS + #warning "Not using atomics" + #endif +#endif +typedef volatile __pyx_atomic_int_type __pyx_atomic_int; +#if CYTHON_ATOMICS + #define __pyx_add_acquisition_count(memview)\ + __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock) +#else + #define __pyx_add_acquisition_count(memview)\ + __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) +#endif + /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":725 * # in Cython to enable them only on the right systems. @@ -740,6 +800,10 @@ struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset; struct __pyx_obj_9polylearn_9loss_fast_LossFunction; +struct __pyx_array_obj; +struct __pyx_MemviewEnum_obj; +struct __pyx_memoryview_obj; +struct __pyx_memoryviewslice_obj; /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":764 * ctypedef npy_longdouble longdouble_t @@ -890,6 +954,82 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { }; +/* "View.MemoryView":101 + * + * @cname("__pyx_array") + * cdef class array: # <<<<<<<<<<<<<< + * + * cdef: + */ +struct __pyx_array_obj { + PyObject_HEAD + char *data; + Py_ssize_t len; + char *format; + int ndim; + Py_ssize_t *_shape; + Py_ssize_t *_strides; + Py_ssize_t itemsize; + PyObject *mode; + PyObject *_format; + void (*callback_free_data)(void *); + int free_data; + int dtype_is_object; +}; + + +/* "View.MemoryView":271 + * + * @cname('__pyx_MemviewEnum') + * cdef class Enum(object): # <<<<<<<<<<<<<< + * cdef object name + * def __init__(self, name): + */ +struct __pyx_MemviewEnum_obj { + PyObject_HEAD + PyObject *name; +}; + + +/* "View.MemoryView":304 + * + * @cname('__pyx_memoryview') + * cdef class memoryview(object): # <<<<<<<<<<<<<< + * + * cdef object obj + */ +struct __pyx_memoryview_obj { + PyObject_HEAD + struct __pyx_vtabstruct_memoryview *__pyx_vtab; + PyObject *obj; + PyObject *_size; + PyObject *_array_interface; + PyThread_type_lock lock; + __pyx_atomic_int acquisition_count[2]; + __pyx_atomic_int *acquisition_count_aligned_p; + Py_buffer view; + int flags; + int dtype_is_object; + __Pyx_TypeInfo *typeinfo; +}; + + +/* "View.MemoryView":923 + * + * @cname('__pyx_memoryviewslice') + * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< + * "Internal class for passing memoryview slices to Python" + * + */ +struct __pyx_memoryviewslice_obj { + struct __pyx_memoryview_obj __pyx_base; + __Pyx_memviewslice from_slice; + PyObject *from_object; + PyObject *(*to_object_func)(char *); + int (*to_dtype_func)(char *, PyObject *); +}; + + /* "lightning/impl/dataset_fast.pxd":4 * # License: BSD @@ -1006,6 +1146,40 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction { }; static struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; + +/* "View.MemoryView":304 + * + * @cname('__pyx_memoryview') + * cdef class memoryview(object): # <<<<<<<<<<<<<< + * + * cdef object obj + */ + +struct __pyx_vtabstruct_memoryview { + char *(*get_item_pointer)(struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*is_slice)(struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*setitem_slice_assignment)(struct __pyx_memoryview_obj *, PyObject *, PyObject *); + PyObject *(*setitem_slice_assign_scalar)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *); + PyObject *(*setitem_indexed)(struct __pyx_memoryview_obj *, PyObject *, PyObject *); + PyObject *(*convert_item_to_object)(struct __pyx_memoryview_obj *, char *); + PyObject *(*assign_item_from_object)(struct __pyx_memoryview_obj *, char *, PyObject *); +}; +static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview; + + +/* "View.MemoryView":923 + * + * @cname('__pyx_memoryviewslice') + * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< + * "Internal class for passing memoryview slices to Python" + * + */ + +struct __pyx_vtabstruct__memoryviewslice { + struct __pyx_vtabstruct_memoryview __pyx_base; +}; +static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice; + /* --- Runtime support code (head) --- */ #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 @@ -1086,18 +1260,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject static PyObject *__Pyx_GetBuiltinName(PyObject *name); -static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, - __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); - -#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0) -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); - -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename, - int full_traceback, int nogil); - 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); @@ -1110,12 +1272,46 @@ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\ static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact); +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, + __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); +static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); + +#define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d +#define __Pyx_MEMVIEW_DIRECT 1 +#define __Pyx_MEMVIEW_PTR 2 +#define __Pyx_MEMVIEW_FULL 4 +#define __Pyx_MEMVIEW_CONTIG 8 +#define __Pyx_MEMVIEW_STRIDED 16 +#define __Pyx_MEMVIEW_FOLLOW 32 +#define __Pyx_IS_C_CONTIG 1 +#define __Pyx_IS_F_CONTIG 2 +static int __Pyx_init_memviewslice( + struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference); +static CYTHON_INLINE int __pyx_add_acquisition_count_locked( + __pyx_atomic_int *acquisition_count, PyThread_type_lock lock); +static CYTHON_INLINE int __pyx_sub_acquisition_count_locked( + __pyx_atomic_int *acquisition_count, PyThread_type_lock lock); +#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p) +#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview)) +#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__) +#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__) +static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int); +static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int); + #if CYTHON_COMPILING_IN_CPYTHON 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 +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); + static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY @@ -1146,6 +1342,138 @@ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); +#include + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); + +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals +#else +#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals +#endif + +#define UNARY_NEG_WOULD_OVERFLOW(x)\ + (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/ +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); + +static CYTHON_INLINE PyObject* __Pyx_decode_c_string( + const char* cstring, Py_ssize_t start, Py_ssize_t stop, + const char* encoding, const char* errors, + PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/ +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace); +#else +#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace)\ + (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) +#endif + +static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject* none = _PyList_Extend((PyListObject*)L, v); + if (unlikely(!none)) + return -1; + Py_DECREF(none); + return 0; +#else + return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v); +#endif +} + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +#ifndef __PYX_FORCE_INIT_THREADS + #define __PYX_FORCE_INIT_THREADS 0 +#endif + +static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/ +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename, + int full_traceback, int nogil); + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); + static void* __Pyx_GetVtable(PyObject *dict); typedef struct { @@ -1190,6 +1518,20 @@ typedef struct { static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0}; static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1}; +static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b); + +static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj); + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); @@ -1294,8 +1636,25 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); +static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim); + +static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize); + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object); + +static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); +static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); + static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); static int __Pyx_check_binary_version(void); @@ -1316,6 +1675,15 @@ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); +static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ +static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ /* Module declarations from 'cpython.buffer' */ @@ -1361,7 +1729,48 @@ static PyTypeObject *__pyx_ptype_9polylearn_9loss_fast_LossFunction = 0; /* Module declarations from 'libc.math' */ /* Module declarations from 'polylearn.cd_linear_fast' */ -static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject *, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, PyArrayObject *, PyArrayObject *, PyArrayObject *, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch); /*proto*/ +static PyTypeObject *__pyx_array_type = 0; +static PyTypeObject *__pyx_MemviewEnum_type = 0; +static PyTypeObject *__pyx_memoryview_type = 0; +static PyTypeObject *__pyx_memoryviewslice_type = 0; +static PyObject *generic = 0; +static PyObject *strided = 0; +static PyObject *indirect = 0; +static PyObject *contiguous = 0; +static PyObject *indirect_contiguous = 0; +static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch); /*proto*/ +static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ +static void *__pyx_align_pointer(void *, size_t); /*proto*/ +static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ +static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/ +static PyObject *_unellipsify(PyObject *, int); /*proto*/ +static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/ +static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/ +static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/ +static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/ +static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/ +static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/ +static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/ +static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/ +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/ +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/ +static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/ +static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/ +static int __pyx_memoryview_err(PyObject *, char *); /*proto*/ +static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/ +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/ +static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/ static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 }; #define __Pyx_MODULE_NAME "polylearn.cd_linear_fast" int __pyx_module_is_main_polylearn__cd_linear_fast = 0; @@ -1370,6 +1779,12 @@ int __pyx_module_is_main_polylearn__cd_linear_fast = 0; static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_RuntimeError; +static PyObject *__pyx_builtin_MemoryError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_Ellipsis; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_id; +static PyObject *__pyx_builtin_IndexError; static char __pyx_k_B[] = "B"; static char __pyx_k_H[] = "H"; static char __pyx_k_I[] = "I"; @@ -1378,6 +1793,7 @@ static char __pyx_k_O[] = "O"; static char __pyx_k_Q[] = "Q"; static char __pyx_k_X[] = "X"; static char __pyx_k_b[] = "b"; +static char __pyx_k_c[] = "c"; static char __pyx_k_d[] = "d"; static char __pyx_k_f[] = "f"; static char __pyx_k_g[] = "g"; @@ -1390,61 +1806,234 @@ static char __pyx_k_y[] = "y"; static char __pyx_k_Zd[] = "Zd"; static char __pyx_k_Zf[] = "Zf"; static char __pyx_k_Zg[] = "Zg"; +static char __pyx_k_id[] = "id"; +static char __pyx_k_obj[] = "obj"; +static char __pyx_k_base[] = "base"; static char __pyx_k_loss[] = "loss"; static char __pyx_k_main[] = "__main__"; +static char __pyx_k_mode[] = "mode"; +static char __pyx_k_name[] = "name"; +static char __pyx_k_ndim[] = "ndim"; +static char __pyx_k_pack[] = "pack"; +static char __pyx_k_size[] = "size"; +static char __pyx_k_step[] = "step"; +static char __pyx_k_stop[] = "stop"; static char __pyx_k_test[] = "__test__"; +static char __pyx_k_ASCII[] = "ASCII"; static char __pyx_k_alpha[] = "alpha"; +static char __pyx_k_class[] = "__class__"; +static char __pyx_k_error[] = "error"; +static char __pyx_k_flags[] = "flags"; static char __pyx_k_range[] = "range"; +static char __pyx_k_shape[] = "shape"; +static char __pyx_k_start[] = "start"; +static char __pyx_k_encode[] = "encode"; +static char __pyx_k_format[] = "format"; +static char __pyx_k_import[] = "__import__"; +static char __pyx_k_name_2[] = "__name__"; +static char __pyx_k_struct[] = "struct"; +static char __pyx_k_unpack[] = "unpack"; static char __pyx_k_y_pred[] = "y_pred"; +static char __pyx_k_fortran[] = "fortran"; +static char __pyx_k_memview[] = "memview"; +static char __pyx_k_Ellipsis[] = "Ellipsis"; +static char __pyx_k_itemsize[] = "itemsize"; +static char __pyx_k_TypeError[] = "TypeError"; +static char __pyx_k_enumerate[] = "enumerate"; +static char __pyx_k_IndexError[] = "IndexError"; static char __pyx_k_ValueError[] = "ValueError"; static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; +static char __pyx_k_MemoryError[] = "MemoryError"; static char __pyx_k_col_norm_sq[] = "col_norm_sq"; static char __pyx_k_RuntimeError[] = "RuntimeError"; +static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; +static char __pyx_k_allocate_buffer[] = "allocate_buffer"; +static char __pyx_k_dtype_is_object[] = "dtype_is_object"; +static char __pyx_k_strided_and_direct[] = ""; +static char __pyx_k_strided_and_indirect[] = ""; +static char __pyx_k_contiguous_and_direct[] = ""; +static char __pyx_k_MemoryView_of_r_object[] = ""; +static char __pyx_k_MemoryView_of_r_at_0x_x[] = ""; +static char __pyx_k_contiguous_and_indirect[] = ""; +static char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; +static char __pyx_k_getbuffer_obj_view_flags[] = "getbuffer(obj, view, flags)"; +static char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct"; +static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; +static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; +static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; +static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; +static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; +static char __pyx_k_strided_and_direct_or_indirect[] = ""; static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; +static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; +static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; +static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; +static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; +static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; +static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; +static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; +static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; +static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; +static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; +static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; +static PyObject *__pyx_n_s_ASCII; +static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; +static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; +static PyObject *__pyx_kp_s_Cannot_index_with_type_s; +static PyObject *__pyx_n_s_Ellipsis; +static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr; static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; +static PyObject *__pyx_n_s_IndexError; +static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte; +static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr; +static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d; +static PyObject *__pyx_n_s_MemoryError; +static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x; +static PyObject *__pyx_kp_s_MemoryView_of_r_object; static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; +static PyObject *__pyx_n_b_O; +static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a; static PyObject *__pyx_n_s_RuntimeError; +static PyObject *__pyx_n_s_TypeError; +static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object; static PyObject *__pyx_n_s_ValueError; static PyObject *__pyx_n_s_X; +static PyObject *__pyx_n_s_allocate_buffer; static PyObject *__pyx_n_s_alpha; +static PyObject *__pyx_n_s_base; +static PyObject *__pyx_n_s_c; +static PyObject *__pyx_n_u_c; +static PyObject *__pyx_n_s_class; static PyObject *__pyx_n_s_col_norm_sq; +static PyObject *__pyx_kp_s_contiguous_and_direct; +static PyObject *__pyx_kp_s_contiguous_and_indirect; +static PyObject *__pyx_n_s_dtype_is_object; +static PyObject *__pyx_n_s_encode; +static PyObject *__pyx_n_s_enumerate; +static PyObject *__pyx_n_s_error; +static PyObject *__pyx_n_s_flags; +static PyObject *__pyx_n_s_format; +static PyObject *__pyx_n_s_fortran; +static PyObject *__pyx_n_u_fortran; +static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi; +static PyObject *__pyx_n_s_id; +static PyObject *__pyx_n_s_import; +static PyObject *__pyx_n_s_itemsize; +static PyObject *__pyx_kp_s_itemsize_0_for_cython_array; static PyObject *__pyx_n_s_loss; static PyObject *__pyx_n_s_main; +static PyObject *__pyx_n_s_memview; +static PyObject *__pyx_n_s_mode; +static PyObject *__pyx_n_s_name; +static PyObject *__pyx_n_s_name_2; static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; +static PyObject *__pyx_n_s_ndim; +static PyObject *__pyx_n_s_obj; +static PyObject *__pyx_n_s_pack; +static PyObject *__pyx_n_s_pyx_getbuffer; static PyObject *__pyx_n_s_pyx_vtable; static PyObject *__pyx_n_s_range; +static PyObject *__pyx_n_s_shape; +static PyObject *__pyx_n_s_size; +static PyObject *__pyx_n_s_start; +static PyObject *__pyx_n_s_step; +static PyObject *__pyx_n_s_stop; +static PyObject *__pyx_kp_s_strided_and_direct; +static PyObject *__pyx_kp_s_strided_and_direct_or_indirect; +static PyObject *__pyx_kp_s_strided_and_indirect; +static PyObject *__pyx_n_s_struct; static PyObject *__pyx_n_s_test; +static PyObject *__pyx_kp_s_unable_to_allocate_array_data; +static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str; static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; +static PyObject *__pyx_n_s_unpack; static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; -static PyObject *__pyx_pf_9polylearn_14cd_linear_fast__cd_linear_epoch(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, PyArrayObject *__pyx_v_y, PyArrayObject *__pyx_v_y_pred, PyArrayObject *__pyx_v_col_norm_sq, double __pyx_v_alpha, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_linear_fast__cd_linear_epoch(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_col_norm_sq, double __pyx_v_alpha, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */ +static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ +static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */ +static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_int_0; +static PyObject *__pyx_int_1; +static PyObject *__pyx_int_neg_1; static PyObject *__pyx_tuple_; static PyObject *__pyx_tuple__2; static PyObject *__pyx_tuple__3; static PyObject *__pyx_tuple__4; static PyObject *__pyx_tuple__5; static PyObject *__pyx_tuple__6; +static PyObject *__pyx_tuple__7; +static PyObject *__pyx_tuple__8; +static PyObject *__pyx_tuple__9; +static PyObject *__pyx_slice__16; +static PyObject *__pyx_slice__17; +static PyObject *__pyx_slice__18; +static PyObject *__pyx_tuple__10; +static PyObject *__pyx_tuple__11; +static PyObject *__pyx_tuple__12; +static PyObject *__pyx_tuple__13; +static PyObject *__pyx_tuple__14; +static PyObject *__pyx_tuple__15; +static PyObject *__pyx_tuple__19; +static PyObject *__pyx_tuple__20; +static PyObject *__pyx_tuple__21; +static PyObject *__pyx_tuple__22; +static PyObject *__pyx_tuple__23; +static PyObject *__pyx_tuple__24; /* "polylearn/cd_linear_fast.pyx":16 * * - * cpdef double _cd_linear_epoch(np.ndarray[double, ndim=1] w, # <<<<<<<<<<<<<< + * cpdef double _cd_linear_epoch(double[:] w, # <<<<<<<<<<<<<< * ColumnDataset X, - * np.ndarray[double, ndim=1] y, + * double[:] y, */ static PyObject *__pyx_pw_9polylearn_14cd_linear_fast_1_cd_linear_epoch(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject *__pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, PyArrayObject *__pyx_v_y, PyArrayObject *__pyx_v_y_pred, PyArrayObject *__pyx_v_col_norm_sq, double __pyx_v_alpha, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, CYTHON_UNUSED int __pyx_skip_dispatch) { +static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_col_norm_sq, double __pyx_v_alpha, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, CYTHON_UNUSED int __pyx_skip_dispatch) { int __pyx_v_i; int __pyx_v_j; int __pyx_v_ii; @@ -1455,14 +2044,6 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject double *__pyx_v_data; int *__pyx_v_indices; int __pyx_v_n_nz; - __Pyx_LocalBuf_ND __pyx_pybuffernd_col_norm_sq; - __Pyx_Buffer __pyx_pybuffer_col_norm_sq; - __Pyx_LocalBuf_ND __pyx_pybuffernd_w; - __Pyx_Buffer __pyx_pybuffer_w; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y; - __Pyx_Buffer __pyx_pybuffer_y; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y_pred; - __Pyx_Buffer __pyx_pybuffer_y_pred; double __pyx_r; __Pyx_RefNannyDeclarations int __pyx_t_1; @@ -1475,46 +2056,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject Py_ssize_t __pyx_t_8; Py_ssize_t __pyx_t_9; Py_ssize_t __pyx_t_10; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_linear_epoch", 0); - __pyx_pybuffer_w.pybuffer.buf = NULL; - __pyx_pybuffer_w.refcount = 0; - __pyx_pybuffernd_w.data = NULL; - __pyx_pybuffernd_w.rcbuffer = &__pyx_pybuffer_w; - __pyx_pybuffer_y.pybuffer.buf = NULL; - __pyx_pybuffer_y.refcount = 0; - __pyx_pybuffernd_y.data = NULL; - __pyx_pybuffernd_y.rcbuffer = &__pyx_pybuffer_y; - __pyx_pybuffer_y_pred.pybuffer.buf = NULL; - __pyx_pybuffer_y_pred.refcount = 0; - __pyx_pybuffernd_y_pred.data = NULL; - __pyx_pybuffernd_y_pred.rcbuffer = &__pyx_pybuffer_y_pred; - __pyx_pybuffer_col_norm_sq.pybuffer.buf = NULL; - __pyx_pybuffer_col_norm_sq.refcount = 0; - __pyx_pybuffernd_col_norm_sq.data = NULL; - __pyx_pybuffernd_col_norm_sq.rcbuffer = &__pyx_pybuffer_col_norm_sq; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_w.rcbuffer->pybuffer, (PyObject*)__pyx_v_w, &__Pyx_TypeInfo_double, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_pybuffernd_w.diminfo[0].strides = __pyx_pybuffernd_w.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_w.diminfo[0].shape = __pyx_pybuffernd_w.rcbuffer->pybuffer.shape[0]; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y.rcbuffer->pybuffer, (PyObject*)__pyx_v_y, &__Pyx_TypeInfo_double, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_pybuffernd_y.diminfo[0].strides = __pyx_pybuffernd_y.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y.diminfo[0].shape = __pyx_pybuffernd_y.rcbuffer->pybuffer.shape[0]; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y_pred.rcbuffer->pybuffer, (PyObject*)__pyx_v_y_pred, &__Pyx_TypeInfo_double, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_pybuffernd_y_pred.diminfo[0].strides = __pyx_pybuffernd_y_pred.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y_pred.diminfo[0].shape = __pyx_pybuffernd_y_pred.rcbuffer->pybuffer.shape[0]; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_col_norm_sq.rcbuffer->pybuffer, (PyObject*)__pyx_v_col_norm_sq, &__Pyx_TypeInfo_double, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_pybuffernd_col_norm_sq.diminfo[0].strides = __pyx_pybuffernd_col_norm_sq.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_col_norm_sq.diminfo[0].shape = __pyx_pybuffernd_col_norm_sq.rcbuffer->pybuffer.shape[0]; /* "polylearn/cd_linear_fast.pyx":25 * @@ -1532,7 +2074,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject * cdef double update = 0 * cdef double inv_step_size */ - __pyx_v_n_features = (__pyx_v_w->dimensions[0]); + __pyx_v_n_features = (__pyx_v_w.shape[0]); /* "polylearn/cd_linear_fast.pyx":27 * cdef double sum_viol = 0 @@ -1592,7 +2134,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject */ __pyx_t_5 = __pyx_v_i; __pyx_t_6 = __pyx_v_i; - __pyx_v_update = (__pyx_v_update + (((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_y_pred.rcbuffer->pybuffer.buf, __pyx_t_5, __pyx_pybuffernd_y_pred.diminfo[0].strides)), (*__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_y.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_y.diminfo[0].strides))) * (__pyx_v_data[__pyx_v_ii]))); + __pyx_v_update = (__pyx_v_update + (((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_5 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_6 * __pyx_v_y.strides[0]) )))) * (__pyx_v_data[__pyx_v_ii]))); } /* "polylearn/cd_linear_fast.pyx":42 @@ -1603,7 +2145,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject * # compute second derivative upper bound */ __pyx_t_7 = __pyx_v_j; - __pyx_v_update = (__pyx_v_update + (__pyx_v_alpha * (*__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_w.rcbuffer->pybuffer.buf, __pyx_t_7, __pyx_pybuffernd_w.diminfo[0].strides)))); + __pyx_v_update = (__pyx_v_update + (__pyx_v_alpha * (*((double *) ( /* dim=0 */ (__pyx_v_w.data + __pyx_t_7 * __pyx_v_w.strides[0]) ))))); /* "polylearn/cd_linear_fast.pyx":45 * @@ -1613,7 +2155,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject * */ __pyx_t_8 = __pyx_v_j; - __pyx_v_inv_step_size = ((__pyx_v_loss->mu * (*__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_col_norm_sq.rcbuffer->pybuffer.buf, __pyx_t_8, __pyx_pybuffernd_col_norm_sq.diminfo[0].strides))) + __pyx_v_alpha); + __pyx_v_inv_step_size = ((__pyx_v_loss->mu * (*((double *) ( /* dim=0 */ (__pyx_v_col_norm_sq.data + __pyx_t_8 * __pyx_v_col_norm_sq.strides[0]) )))) + __pyx_v_alpha); /* "polylearn/cd_linear_fast.pyx":46 * # compute second derivative upper bound @@ -1632,7 +2174,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject * */ __pyx_t_9 = __pyx_v_j; - *__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_w.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_w.diminfo[0].strides) -= __pyx_v_update; + *((double *) ( /* dim=0 */ (__pyx_v_w.data + __pyx_t_9 * __pyx_v_w.strides[0]) )) -= __pyx_v_update; /* "polylearn/cd_linear_fast.pyx":49 * @@ -1671,7 +2213,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(PyArrayObject * return sum_viol */ __pyx_t_10 = __pyx_v_i; - *__Pyx_BufPtrStrided1d(double *, __pyx_pybuffernd_y_pred.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_y_pred.diminfo[0].strides) -= (__pyx_v_update * 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__pyx_v_start); + if (__pyx_t_1) { + __pyx_t_1 = (__pyx_v_start < __pyx_v_shape); + } + __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":790 + * start += shape + * if not 0 <= start < shape: + * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) # <<<<<<<<<<<<<< + * else: + * + */ + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":789 + * if start < 0: + * start += shape + * if not 0 <= start < shape: # <<<<<<<<<<<<<< + * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) + * else: + */ + } + + /* "View.MemoryView":785 + * cdef bint negative_step + * + * if not is_slice: # <<<<<<<<<<<<<< + * + * if start < 0: + */ + goto __pyx_L3; + } + + /* "View.MemoryView":793 + * else: + * + * negative_step = have_step != 0 and step < 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"View.MemoryView":802 + * if start < 0: + * start += shape + * if start < 0: # <<<<<<<<<<<<<< + * start = 0 + * elif start >= shape: + */ + __pyx_t_2 = ((__pyx_v_start < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":803 + * start += shape + * if start < 0: + * start = 0 # <<<<<<<<<<<<<< + * elif start >= shape: + * if negative_step: + */ + __pyx_v_start = 0; + + /* "View.MemoryView":802 + * if start < 0: + * start += shape + * if start < 0: # <<<<<<<<<<<<<< + * start = 0 + * elif start >= shape: + */ + } + + /* "View.MemoryView":800 + * + * if have_start: + * if start < 0: # <<<<<<<<<<<<<< + * start += shape + * if start < 0: + */ + goto __pyx_L12; + } + + /* "View.MemoryView":804 + * if start < 0: + * start = 0 + * elif start >= shape: # <<<<<<<<<<<<<< + * if negative_step: + * start = shape - 1 + */ + __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":805 + * start = 0 + * elif start >= shape: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":806 + * elif start >= shape: + * if negative_step: + * start = shape - 1 # <<<<<<<<<<<<<< + * else: + * start = shape + */ + __pyx_v_start = (__pyx_v_shape - 1); + + /* "View.MemoryView":805 + * start = 0 + * elif start >= shape: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + goto __pyx_L14; + } + + /* "View.MemoryView":808 + * start = shape - 1 + * else: + * start = shape # <<<<<<<<<<<<<< + * else: + * if negative_step: + */ + /*else*/ { + __pyx_v_start = __pyx_v_shape; + } + __pyx_L14:; + + /* "View.MemoryView":804 + * if start < 0: + * start = 0 + * elif start >= shape: # <<<<<<<<<<<<<< + * if negative_step: + * start = shape - 1 + */ + } + __pyx_L12:; + + /* "View.MemoryView":799 + * + * + * if have_start: # <<<<<<<<<<<<<< + * if start < 0: + * start += shape + */ + goto __pyx_L11; + } + + /* "View.MemoryView":810 + * start = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + /*else*/ { + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":811 + * else: + * if negative_step: + * start = shape - 1 # <<<<<<<<<<<<<< + * else: + * start = 0 + */ + __pyx_v_start = (__pyx_v_shape - 1); + + /* "View.MemoryView":810 + * start = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * start = shape - 1 + * else: + */ + goto __pyx_L15; + } + + /* "View.MemoryView":813 + * start = shape - 1 + * else: + * start = 0 # <<<<<<<<<<<<<< + * + * if have_stop: + */ + /*else*/ { + __pyx_v_start = 0; + } + __pyx_L15:; + } + __pyx_L11:; + + /* "View.MemoryView":815 + * start = 0 + * + * if have_stop: # <<<<<<<<<<<<<< + * if stop < 0: + * stop += shape + */ + __pyx_t_2 = (__pyx_v_have_stop != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":816 + * + * if have_stop: + * if stop < 0: # <<<<<<<<<<<<<< + * stop += shape + * if stop < 0: + */ + __pyx_t_2 = ((__pyx_v_stop < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":817 + * if have_stop: + * if stop < 0: + * stop += shape # <<<<<<<<<<<<<< + * if stop < 0: + * stop = 0 + */ + __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape); + + /* "View.MemoryView":818 + * if stop < 0: + * stop += shape + * if stop < 0: # <<<<<<<<<<<<<< + * stop = 0 + * elif stop > shape: + */ + __pyx_t_2 = ((__pyx_v_stop < 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":819 + * stop += shape + * if stop < 0: + * stop = 0 # <<<<<<<<<<<<<< + * elif stop > shape: + * stop = shape + */ + __pyx_v_stop = 0; + + /* "View.MemoryView":818 + * if stop < 0: + * stop += shape + * if stop < 0: # <<<<<<<<<<<<<< + * stop = 0 + * elif stop > shape: + */ + } + + /* "View.MemoryView":816 + * + * if have_stop: + * if stop < 0: # <<<<<<<<<<<<<< + * stop += shape + * if stop < 0: + */ + goto __pyx_L17; + } + + /* "View.MemoryView":820 + * if stop < 0: + * stop = 0 + * elif stop > shape: # <<<<<<<<<<<<<< + * stop = shape + * else: + */ + __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":821 + * stop = 0 + * elif stop > shape: + * stop = shape # <<<<<<<<<<<<<< + * else: + * if negative_step: + */ + __pyx_v_stop = __pyx_v_shape; + + /* "View.MemoryView":820 + * if stop < 0: + * stop = 0 + * elif stop > shape: # <<<<<<<<<<<<<< + * stop = shape + * else: + */ + } + __pyx_L17:; + + /* "View.MemoryView":815 + * start = 0 + * + * if have_stop: # <<<<<<<<<<<<<< + * if stop < 0: + * stop += shape + */ + goto __pyx_L16; + } + + /* "View.MemoryView":823 + * stop = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * stop = -1 + * else: + */ + /*else*/ { + __pyx_t_2 = (__pyx_v_negative_step != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":824 + * else: + * if negative_step: + * stop = -1 # <<<<<<<<<<<<<< + * else: + * stop = shape + */ + __pyx_v_stop = -1L; + + /* "View.MemoryView":823 + * stop = shape + * else: + * if negative_step: # <<<<<<<<<<<<<< + * stop = -1 + * else: + */ + goto __pyx_L19; + } + + /* "View.MemoryView":826 + * stop = -1 + * else: + * stop = shape # <<<<<<<<<<<<<< + * + * if not have_step: + */ + /*else*/ { + __pyx_v_stop = __pyx_v_shape; + } + __pyx_L19:; + } + __pyx_L16:; + + /* "View.MemoryView":828 + * stop = shape + * + * if not have_step: # <<<<<<<<<<<<<< + * step = 1 + * + */ + __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":829 + * + * if not have_step: + * step = 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_step = 1; + + /* "View.MemoryView":828 + * stop = shape + * + * if not have_step: # <<<<<<<<<<<<<< + * step = 1 + * + */ + } + + /* "View.MemoryView":833 + * + * with cython.cdivision(True): + * new_shape = (stop - start) // step # <<<<<<<<<<<<<< + * + * if (stop - start) - step * new_shape: + */ + __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step); + + /* "View.MemoryView":835 + * new_shape = (stop - start) // step + * + * if (stop - start) - 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__Pyx_XDECREF(__pyx_r); + __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_r = __pyx_t_1; + __pyx_t_1 = 0; + goto __pyx_L0; + + /* "View.MemoryView":1036 + * + * @cname('__pyx_memoryview_copy_object') + * cdef memoryview_copy(memoryview memview): # <<<<<<<<<<<<<< + * "Create a new memoryview object" + * cdef __Pyx_memviewslice memviewslice + */ + + /* function exit code */ + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_1); + __Pyx_AddTraceback("View.MemoryView.memoryview_copy", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "View.MemoryView":1043 + * + * @cname('__pyx_memoryview_copy_object_from_slice') + * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice): # <<<<<<<<<<<<<< + * """ + * Create a new memoryview object from a given memoryview object and slice. + */ + +static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_memviewslice) { + PyObject *(*__pyx_v_to_object_func)(char *); + int (*__pyx_v_to_dtype_func)(char *, PyObject *); + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + PyObject *(*__pyx_t_3)(char *); + int (*__pyx_t_4)(char *, PyObject *); + PyObject *__pyx_t_5 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("memoryview_copy_from_slice", 0); + + /* "View.MemoryView":1050 + * cdef int (*to_dtype_func)(char *, object) except 0 + * + * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< + * to_object_func = (<_memoryviewslice> memview).to_object_func + * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func + */ + __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); + __pyx_t_2 = (__pyx_t_1 != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1051 + * + * if isinstance(memview, _memoryviewslice): + * to_object_func = (<_memoryviewslice> memview).to_object_func # <<<<<<<<<<<<<< + * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func + * else: + */ + __pyx_t_3 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_object_func; + __pyx_v_to_object_func = __pyx_t_3; + + /* "View.MemoryView":1052 + * if isinstance(memview, _memoryviewslice): + * to_object_func = (<_memoryviewslice> memview).to_object_func + * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func # <<<<<<<<<<<<<< + * else: + * to_object_func = NULL + */ + __pyx_t_4 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_dtype_func; + __pyx_v_to_dtype_func = __pyx_t_4; + + /* "View.MemoryView":1050 + * cdef int (*to_dtype_func)(char *, object) except 0 + * + * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< + * to_object_func = (<_memoryviewslice> memview).to_object_func + * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1054 + * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func + * else: + * to_object_func = NULL # <<<<<<<<<<<<<< + * to_dtype_func = NULL + * + */ + /*else*/ { + __pyx_v_to_object_func = NULL; + + /* "View.MemoryView":1055 + * else: + * to_object_func = NULL + * to_dtype_func = NULL # <<<<<<<<<<<<<< + * + * return memoryview_fromslice(memviewslice[0], memview.view.ndim, + */ + __pyx_v_to_dtype_func = NULL; + } + __pyx_L3:; + + /* "View.MemoryView":1057 + * to_dtype_func = NULL + * + * return memoryview_fromslice(memviewslice[0], memview.view.ndim, # <<<<<<<<<<<<<< + * to_object_func, to_dtype_func, + * memview.dtype_is_object) + */ + __Pyx_XDECREF(__pyx_r); + + /* "View.MemoryView":1059 + * return memoryview_fromslice(memviewslice[0], 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__pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "View.MemoryView":1065 + * + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< + * if arg < 0: + * return -arg + */ + +static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { + Py_ssize_t __pyx_r; + int __pyx_t_1; + + /* "View.MemoryView":1066 + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: + * if arg < 0: # <<<<<<<<<<<<<< + * return -arg + * else: + */ + __pyx_t_1 = ((__pyx_v_arg < 0) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1067 + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: + * if arg < 0: + * return -arg # <<<<<<<<<<<<<< + * else: + * return arg + */ + __pyx_r = (-__pyx_v_arg); + goto __pyx_L0; + + /* "View.MemoryView":1066 + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: + * if arg < 0: # <<<<<<<<<<<<<< + * return -arg + * else: + */ + } + + /* "View.MemoryView":1069 + * return -arg + * else: + * return arg # <<<<<<<<<<<<<< + * + * @cname('__pyx_get_best_slice_order') + */ + /*else*/ { + __pyx_r = __pyx_v_arg; + goto __pyx_L0; + } + + /* "View.MemoryView":1065 + * + * + * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< + * if arg < 0: + * return -arg + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1072 + * + * @cname('__pyx_get_best_slice_order') + * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< + * """ + * Figure out the best memory access order for a given slice. + */ + +static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) { + int __pyx_v_i; + Py_ssize_t __pyx_v_c_stride; + Py_ssize_t __pyx_v_f_stride; + char __pyx_r; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1077 + * """ + * cdef int i + * cdef Py_ssize_t c_stride = 0 # <<<<<<<<<<<<<< + * cdef Py_ssize_t f_stride = 0 + * + */ + __pyx_v_c_stride = 0; + + /* 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> 1: + * c_stride = mslice.strides[i] + * break # <<<<<<<<<<<<<< + * + * for i in range(ndim): + */ + goto __pyx_L4_break; + + /* "View.MemoryView":1081 + * + * for i in range(ndim - 1, -1, -1): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * c_stride = mslice.strides[i] + * break + */ + } + } + __pyx_L4_break:; + + /* "View.MemoryView":1085 + * break + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] + */ + __pyx_t_1 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1086 + * + * for i in range(ndim): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * f_stride = mslice.strides[i] + * break + */ + __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1087 + * for i in range(ndim): + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1088 + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] + * break # <<<<<<<<<<<<<< + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): + */ + goto __pyx_L7_break; + + /* "View.MemoryView":1086 + * + * for i in range(ndim): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * f_stride = mslice.strides[i] + * break + */ + } + } + __pyx_L7_break:; + + /* "View.MemoryView":1090 + * break + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< + * return 'C' + * else: + */ + __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1091 + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): + * return 'C' # <<<<<<<<<<<<<< + * else: + * return 'F' + */ + __pyx_r = 'C'; + goto __pyx_L0; + + /* "View.MemoryView":1090 + * break + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< + * return 'C' + * else: + */ + } + + /* "View.MemoryView":1093 + * return 'C' + * else: + * return 'F' # <<<<<<<<<<<<<< + * + * @cython.cdivision(True) + */ + /*else*/ { + __pyx_r = 'F'; + goto __pyx_L0; + } + + /* "View.MemoryView":1072 + * + * @cname('__pyx_get_best_slice_order') + * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< + * """ + * Figure out the best memory access order for a given slice. + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1096 + * + * @cython.cdivision(True) + * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< + * char *dst_data, Py_ssize_t *dst_strides, + * Py_ssize_t *src_shape, Py_ssize_t *dst_shape, + */ + +static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) { + CYTHON_UNUSED Py_ssize_t __pyx_v_i; + CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent; + Py_ssize_t __pyx_v_dst_extent; + Py_ssize_t __pyx_v_src_stride; + Py_ssize_t __pyx_v_dst_stride; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + Py_ssize_t __pyx_t_4; + Py_ssize_t __pyx_t_5; + + /* "View.MemoryView":1103 + * + * cdef Py_ssize_t i + * cdef Py_ssize_t src_extent = src_shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] + */ + __pyx_v_src_extent = (__pyx_v_src_shape[0]); + + /* "View.MemoryView":1104 + * cdef Py_ssize_t i + * cdef Py_ssize_t src_extent = src_shape[0] + * cdef Py_ssize_t dst_extent = dst_shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t src_stride = src_strides[0] + * cdef Py_ssize_t dst_stride = dst_strides[0] + */ + __pyx_v_dst_extent = (__pyx_v_dst_shape[0]); + + /* "View.MemoryView":1105 + * cdef Py_ssize_t src_extent = src_shape[0] + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + */ + __pyx_v_src_stride = (__pyx_v_src_strides[0]); + + /* "View.MemoryView":1106 + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] + * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< + * + * if ndim == 1: + */ + __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); + + /* "View.MemoryView":1108 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + */ + __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + + /* "View.MemoryView":1110 + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: + */ + __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize); + if (__pyx_t_2) { + __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride)); + } + __pyx_t_3 = (__pyx_t_2 != 0); + __pyx_t_1 = __pyx_t_3; + __pyx_L5_bool_binop_done:; + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + if (__pyx_t_1) { + + /* "View.MemoryView":1111 + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): + */ + memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)); + + /* "View.MemoryView":1109 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) + */ + goto __pyx_L4; + } + + /* "View.MemoryView":1113 + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride + */ + /*else*/ { + __pyx_t_4 = __pyx_v_dst_extent; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1114 + * else: + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< + * src_data += src_stride + * dst_data += dst_stride + */ + memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize); + + /* "View.MemoryView":1115 + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * else: + */ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1116 + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): + */ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L4:; + + /* "View.MemoryView":1108 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1118 + * dst_data += dst_stride + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * _copy_strided_to_strided(src_data, src_strides + 1, + * dst_data, dst_strides + 1, + */ + /*else*/ { + __pyx_t_4 = __pyx_v_dst_extent; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1119 + * else: + * for i in range(dst_extent): + * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< + * dst_data, dst_strides + 1, + * src_shape + 1, dst_shape + 1, + */ + _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); + + /* "View.MemoryView":1123 + * src_shape + 1, dst_shape + 1, + * ndim - 1, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * + */ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1124 + * ndim - 1, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, + */ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L3:; + + /* "View.MemoryView":1096 + * + * @cython.cdivision(True) + * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< + * char *dst_data, Py_ssize_t *dst_strides, + * Py_ssize_t *src_shape, Py_ssize_t *dst_shape, + */ + + /* function exit code */ +} + +/* "View.MemoryView":1126 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + */ + +static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { + + /* "View.MemoryView":1129 + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< + * src.shape, dst.shape, ndim, itemsize) + * + */ + _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1126 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) nogil: + */ + + /* function exit code */ +} + +/* "View.MemoryView":1133 + * + * @cname('__pyx_memoryview_slice_get_size') + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + */ + +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) { + int __pyx_v_i; + Py_ssize_t __pyx_v_size; + Py_ssize_t __pyx_r; + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1136 + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + * cdef Py_ssize_t size = src.memview.view.itemsize # <<<<<<<<<<<<<< + * + * for i in range(ndim): + */ + __pyx_t_1 = __pyx_v_src->memview->view.itemsize; + __pyx_v_size = __pyx_t_1; + + /* "View.MemoryView":1138 + * cdef Py_ssize_t size = src.memview.view.itemsize + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * size *= src.shape[i] + * + */ + __pyx_t_2 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1139 + * + * for i in range(ndim): + * size *= src.shape[i] # <<<<<<<<<<<<<< + * + * return size + */ + __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i])); + } + + /* "View.MemoryView":1141 + * size *= src.shape[i] + * + * return size # <<<<<<<<<<<<<< + * + * @cname('__pyx_fill_contig_strides_array') + */ + __pyx_r = __pyx_v_size; + goto __pyx_L0; + + /* "View.MemoryView":1133 + * + * @cname('__pyx_memoryview_slice_get_size') + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef int i + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1144 + * + * @cname('__pyx_fill_contig_strides_array') + * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< + * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, + * int ndim, char order) nogil: + */ + +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) { + int __pyx_v_idx; + Py_ssize_t __pyx_r; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1153 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride + */ + __pyx_t_1 = ((__pyx_v_order == 'F') != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1154 + * + * if order == 'F': + * for idx in range(ndim): # <<<<<<<<<<<<<< + * strides[idx] = stride + * stride = stride * shape[idx] + */ + __pyx_t_2 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_idx = __pyx_t_3; + + /* "View.MemoryView":1155 + * if order == 'F': + * for idx in range(ndim): + * strides[idx] = stride # <<<<<<<<<<<<<< + * stride = stride * shape[idx] + * else: + */ + (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; + + /* "View.MemoryView":1156 + * for idx in range(ndim): + * strides[idx] = stride + * stride = stride * shape[idx] # <<<<<<<<<<<<<< + * else: + * for idx in range(ndim - 1, -1, -1): + */ + __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); + } + + /* "View.MemoryView":1153 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1158 + * stride = stride * shape[idx] + * else: + * for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * strides[idx] = stride + * stride = stride * shape[idx] + */ + /*else*/ { + for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1L; __pyx_t_2-=1) { + __pyx_v_idx = __pyx_t_2; + + /* "View.MemoryView":1159 + * else: + * for idx in range(ndim - 1, -1, -1): + * strides[idx] = stride # <<<<<<<<<<<<<< + * stride = stride * shape[idx] + * + */ + (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; + + /* "View.MemoryView":1160 + * for idx in range(ndim - 1, -1, -1): + * strides[idx] = stride + * stride = stride * shape[idx] # <<<<<<<<<<<<<< + * + * return stride + */ + __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); + } + } + __pyx_L3:; + + /* "View.MemoryView":1162 + * stride = stride * shape[idx] + * + * return stride # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_copy_data_to_temp') + */ + __pyx_r = __pyx_v_stride; + goto __pyx_L0; + + /* "View.MemoryView":1144 + * + * @cname('__pyx_fill_contig_strides_array') + * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< + * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, + * int ndim, char order) nogil: + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1165 + * + * @cname('__pyx_memoryview_copy_data_to_temp') + * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *tmpslice, + * char order, + */ + +static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) { + int __pyx_v_i; + void *__pyx_v_result; + size_t __pyx_v_itemsize; + size_t __pyx_v_size; + void *__pyx_r; + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + struct __pyx_memoryview_obj *__pyx_t_4; + int __pyx_t_5; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + + /* "View.MemoryView":1176 + * cdef void *result + * + * cdef size_t itemsize = src.memview.view.itemsize # <<<<<<<<<<<<<< + * cdef size_t size = slice_get_size(src, ndim) + * + */ + __pyx_t_1 = __pyx_v_src->memview->view.itemsize; + __pyx_v_itemsize = __pyx_t_1; + + /* "View.MemoryView":1177 + * + * cdef size_t itemsize = src.memview.view.itemsize + * cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<< + * + * result = malloc(size) + */ + __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim); + + /* "View.MemoryView":1179 + * cdef size_t size = slice_get_size(src, ndim) + * + * result = malloc(size) # <<<<<<<<<<<<<< + * if not result: + * _err(MemoryError, NULL) + */ + __pyx_v_result = malloc(__pyx_v_size); + + /* "View.MemoryView":1180 + * + * result = malloc(size) + * if not result: # <<<<<<<<<<<<<< + * _err(MemoryError, NULL) + * + */ + __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1181 + * result = malloc(size) + * if not result: + * _err(MemoryError, NULL) # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1180 + * + * result = malloc(size) + * if not result: # <<<<<<<<<<<<<< + * _err(MemoryError, NULL) + * + */ + } + + /* "View.MemoryView":1184 + * + * + * tmpslice.data = result # <<<<<<<<<<<<<< + * tmpslice.memview = src.memview + * for i in range(ndim): + */ + __pyx_v_tmpslice->data = ((char *)__pyx_v_result); + + /* "View.MemoryView":1185 + * + * tmpslice.data = result + * tmpslice.memview = src.memview # <<<<<<<<<<<<<< + * for i in range(ndim): + * tmpslice.shape[i] = src.shape[i] + */ + __pyx_t_4 = __pyx_v_src->memview; + __pyx_v_tmpslice->memview = __pyx_t_4; + + /* "View.MemoryView":1186 + * tmpslice.data = result + * tmpslice.memview = src.memview + * for i in range(ndim): # <<<<<<<<<<<<<< + * tmpslice.shape[i] = src.shape[i] + * tmpslice.suboffsets[i] = -1 + */ + __pyx_t_3 = __pyx_v_ndim; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1187 + * tmpslice.memview = src.memview + * for i in range(ndim): + * tmpslice.shape[i] = src.shape[i] # <<<<<<<<<<<<<< + * tmpslice.suboffsets[i] = -1 + * + */ + (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]); + + /* "View.MemoryView":1188 + * for i in range(ndim): + * tmpslice.shape[i] = src.shape[i] + * tmpslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< + * + * fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, + */ + (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L; + } + + /* "View.MemoryView":1190 + * tmpslice.suboffsets[i] = -1 + * + * fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, # <<<<<<<<<<<<<< + * ndim, order) + * + */ + __pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order); + + /* "View.MemoryView":1194 + * + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * if tmpslice.shape[i] == 1: + * tmpslice.strides[i] = 0 + */ + __pyx_t_3 = __pyx_v_ndim; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1195 + * + * for i in range(ndim): + * if tmpslice.shape[i] == 1: # <<<<<<<<<<<<<< + * tmpslice.strides[i] = 0 + * + */ + __pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1196 + * for i in range(ndim): + * if tmpslice.shape[i] == 1: + * tmpslice.strides[i] = 0 # <<<<<<<<<<<<<< + * + * if slice_is_contig(src, order, ndim): + */ + (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0; + + /* "View.MemoryView":1195 + * + * for i in range(ndim): + * if tmpslice.shape[i] == 1: # <<<<<<<<<<<<<< + * tmpslice.strides[i] = 0 + * + */ + } + } + + /* "View.MemoryView":1198 + * tmpslice.strides[i] = 0 + * + * if slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * memcpy(result, src.data, size) + * else: + */ + __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1199 + * + * if slice_is_contig(src, order, ndim): + * memcpy(result, src.data, size) # <<<<<<<<<<<<<< + * else: + * copy_strided_to_strided(src, tmpslice, ndim, itemsize) + */ + memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size); + + /* "View.MemoryView":1198 + * tmpslice.strides[i] = 0 + * + * if slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * memcpy(result, src.data, size) + * else: + */ + goto __pyx_L9; + } + + /* "View.MemoryView":1201 + * memcpy(result, src.data, size) + * else: + * copy_strided_to_strided(src, tmpslice, ndim, itemsize) # <<<<<<<<<<<<<< + * + * return result + */ + /*else*/ { + copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize); + } + __pyx_L9:; + + /* "View.MemoryView":1203 + * copy_strided_to_strided(src, tmpslice, ndim, itemsize) + * + * return result # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + + /* "View.MemoryView":1165 + * + * @cname('__pyx_memoryview_copy_data_to_temp') + * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *tmpslice, + * char order, + */ + + /* function exit code */ + __pyx_L1_error:; + { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + } + __pyx_r = NULL; + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1208 + * + * @cname('__pyx_memoryview_err_extents') + * cdef int _err_extents(int i, Py_ssize_t extent1, # <<<<<<<<<<<<<< + * Py_ssize_t extent2) except -1 with gil: + * raise ValueError("got 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elif dst_ndim < src_ndim: + */ + goto __pyx_L3; + } + + /* "View.MemoryView":1243 + * if src_ndim < dst_ndim: + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: # <<<<<<<<<<<<<< + * broadcast_leading(&dst, dst_ndim, src_ndim) + * + */ + __pyx_t_2 = ((__pyx_v_dst_ndim < __pyx_v_src_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1244 + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: + * broadcast_leading(&dst, dst_ndim, src_ndim) # <<<<<<<<<<<<<< + * + * cdef int ndim = max(src_ndim, dst_ndim) + */ + __pyx_memoryview_broadcast_leading((&__pyx_v_dst), __pyx_v_dst_ndim, __pyx_v_src_ndim); + + /* "View.MemoryView":1243 + * if src_ndim < dst_ndim: + * broadcast_leading(&src, src_ndim, dst_ndim) + * elif dst_ndim < src_ndim: # <<<<<<<<<<<<<< + * broadcast_leading(&dst, dst_ndim, src_ndim) + * + */ + } + __pyx_L3:; + + /* "View.MemoryView":1246 + * broadcast_leading(&dst, dst_ndim, src_ndim) + * + * cdef int ndim = max(src_ndim, dst_ndim) # <<<<<<<<<<<<<< + * + * for i in range(ndim): + */ + __pyx_t_3 = __pyx_v_dst_ndim; + __pyx_t_4 = __pyx_v_src_ndim; + if (((__pyx_t_3 > __pyx_t_4) != 0)) { + __pyx_t_5 = __pyx_t_3; + } else { + __pyx_t_5 = __pyx_t_4; + } + __pyx_v_ndim = __pyx_t_5; + + /* "View.MemoryView":1248 + * cdef int ndim = max(src_ndim, dst_ndim) + * + * for i in range(ndim): # <<<<<<<<<<<<<< + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: + */ + __pyx_t_5 = __pyx_v_ndim; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_5; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1249 + * + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< + * if src.shape[i] == 1: + * broadcasting = True + */ + __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i])) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1250 + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: # <<<<<<<<<<<<<< + * broadcasting = True + * src.strides[i] = 0 + */ + __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) == 1) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1251 + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: + * broadcasting = True # <<<<<<<<<<<<<< + * src.strides[i] = 0 + * else: + */ + __pyx_v_broadcasting = 1; + + /* "View.MemoryView":1252 + * if src.shape[i] == 1: + * broadcasting = True + * src.strides[i] = 0 # <<<<<<<<<<<<<< + * else: + * _err_extents(i, dst.shape[i], src.shape[i]) + */ + (__pyx_v_src.strides[__pyx_v_i]) = 0; + + /* "View.MemoryView":1250 + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: + * if src.shape[i] == 1: # <<<<<<<<<<<<<< + * broadcasting = True + * src.strides[i] = 0 + */ + goto __pyx_L7; + } + + /* "View.MemoryView":1254 + * src.strides[i] = 0 + * else: + * _err_extents(i, dst.shape[i], src.shape[i]) # <<<<<<<<<<<<<< + * + * if src.suboffsets[i] >= 0: + */ + /*else*/ { + __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_L7:; + + /* "View.MemoryView":1249 + * + * for i in range(ndim): + * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< + * if src.shape[i] == 1: + * broadcasting = True + */ + } + + /* "View.MemoryView":1256 + * _err_extents(i, dst.shape[i], src.shape[i]) + * + * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + */ + __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1257 + * + * if src.suboffsets[i] >= 0: + * _err_dim(ValueError, "Dimension %d is not direct", i) # <<<<<<<<<<<<<< + * + * if slices_overlap(&src, &dst, ndim, itemsize): + */ + __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1256 + * _err_extents(i, dst.shape[i], src.shape[i]) + * + * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + */ + } + } + + /* "View.MemoryView":1259 + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< + * + * if not slice_is_contig(&src, order, ndim): + */ + __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1261 + * if slices_overlap(&src, &dst, ndim, itemsize): + * + * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< + * order = get_best_order(&dst, ndim) + * + */ + __pyx_t_2 = ((!(__pyx_memviewslice_is_contig((&__pyx_v_src), __pyx_v_order, __pyx_v_ndim) != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1262 + * + * if not slice_is_contig(&src, order, ndim): + * order = get_best_order(&dst, ndim) # <<<<<<<<<<<<<< + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) + */ + __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim); + + /* "View.MemoryView":1261 + * if slices_overlap(&src, &dst, ndim, itemsize): + * + * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< + * order = get_best_order(&dst, ndim) + * + */ + } + + /* "View.MemoryView":1264 + * order = get_best_order(&dst, ndim) + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) # <<<<<<<<<<<<<< + * src = tmp + * + */ + __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_tmpdata = __pyx_t_6; + + /* "View.MemoryView":1265 + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) + * src = tmp # <<<<<<<<<<<<<< + * + * if not broadcasting: + */ + __pyx_v_src = __pyx_v_tmp; + + /* "View.MemoryView":1259 + * _err_dim(ValueError, "Dimension %d is not direct", i) + * + * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< + * + * if not slice_is_contig(&src, order, ndim): + */ + } + + /* "View.MemoryView":1267 + * src = tmp + * + * if not broadcasting: # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1270 + * + * + * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): + */ + __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'C', __pyx_v_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1271 + * + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) # <<<<<<<<<<<<<< + * elif slice_is_contig(&src, 'F', ndim): + * direct_copy = slice_is_contig(&dst, 'F', ndim) + */ + __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'C', __pyx_v_ndim); + + /* "View.MemoryView":1270 + * + * + * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): + */ + goto __pyx_L12; + } + + /* "View.MemoryView":1272 + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + */ + __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'F', __pyx_v_ndim) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1273 + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): + * direct_copy = slice_is_contig(&dst, 'F', ndim) # <<<<<<<<<<<<<< + * + * if direct_copy: + */ + __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'F', __pyx_v_ndim); + + /* "View.MemoryView":1272 + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + */ + } + __pyx_L12:; + + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + __pyx_t_2 = (__pyx_v_direct_copy != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":1277 + * if direct_copy: + * + * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1278 + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) + */ + memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)); + + /* "View.MemoryView":1279 + * refcount_copying(&dst, dtype_is_object, ndim, False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< + * free(tmpdata) + * return 0 + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1280 + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * + */ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1281 + * refcount_copying(&dst, dtype_is_object, ndim, True) + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * if order == 'F' == get_best_order(&dst, ndim): + */ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + } + + /* "View.MemoryView":1267 + * src = tmp + * + * if not broadcasting: # <<<<<<<<<<<<<< + * + * + */ + } + + /* "View.MemoryView":1283 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_2 = (__pyx_v_order == 'F'); + if (__pyx_t_2) { + __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim)); + } + __pyx_t_7 = (__pyx_t_2 != 0); + if (__pyx_t_7) { + + /* "View.MemoryView":1286 + * + * + * transpose_memslice(&src) # <<<<<<<<<<<<<< + * transpose_memslice(&dst) + * + */ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1287 + * + * transpose_memslice(&src) + * transpose_memslice(&dst) # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + */ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + + /* "View.MemoryView":1283 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * + */ + } + + /* "View.MemoryView":1289 + * transpose_memslice(&dst) + * + * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, True) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1290 + * + * refcount_copying(&dst, dtype_is_object, ndim, False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, True) + * + */ + copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1291 + * refcount_copying(&dst, dtype_is_object, ndim, False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< + * + * free(tmpdata) + */ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1293 + * refcount_copying(&dst, dtype_is_object, ndim, True) + * + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * + */ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1294 + * + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_broadcast_leading') + */ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1225 + * + * @cname('__pyx_memoryview_copy_contents') + * cdef int memoryview_copy_contents(__Pyx_memviewslice src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice dst, + * int src_ndim, int dst_ndim, + */ + + /* function exit code */ + __pyx_L1_error:; + { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + } + __pyx_r = -1; + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1297 + * + * @cname('__pyx_memoryview_broadcast_leading') + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< + * int ndim, + * int ndim_other) nogil: + */ + +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) { + int __pyx_v_i; + int __pyx_v_offset; + int __pyx_t_1; + int __pyx_t_2; + + /* "View.MemoryView":1301 + * int ndim_other) nogil: + * cdef int i + * cdef int offset = ndim_other - ndim # <<<<<<<<<<<<<< + * + * for i in range(ndim - 1, -1, -1): + */ + __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim); + + /* "View.MemoryView":1303 + * cdef int offset = ndim_other - ndim + * + * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] + */ + for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { + __pyx_v_i = __pyx_t_1; + + /* "View.MemoryView":1304 + * + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] # <<<<<<<<<<<<<< + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + */ + (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]); + + /* "View.MemoryView":1305 + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] # <<<<<<<<<<<<<< + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * + */ + (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1306 + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] # <<<<<<<<<<<<<< + * + * for i in range(offset): + */ + (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]); + } + + /* "View.MemoryView":1308 + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * + * for i in range(offset): # <<<<<<<<<<<<<< + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] + */ + __pyx_t_1 = __pyx_v_offset; + for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { + __pyx_v_i = __pyx_t_2; + + /* "View.MemoryView":1309 + * + * for i in range(offset): + * mslice.shape[i] = 1 # <<<<<<<<<<<<<< + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 + */ + (__pyx_v_mslice->shape[__pyx_v_i]) = 1; + + /* "View.MemoryView":1310 + * for i in range(offset): + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] # <<<<<<<<<<<<<< + * mslice.suboffsets[i] = -1 + * + */ + (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]); + + /* "View.MemoryView":1311 + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< + * + * + */ + (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L; + } + + /* "View.MemoryView":1297 + * + * @cname('__pyx_memoryview_broadcast_leading') + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< + * int ndim, + * int ndim_other) nogil: + */ + + /* function exit code */ +} + +/* "View.MemoryView":1319 + * + * @cname('__pyx_memoryview_refcount_copying') + * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, # <<<<<<<<<<<<<< + * int ndim, bint inc) nogil: + * + */ + +static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) { + int __pyx_t_1; + + /* "View.MemoryView":1323 + * + * + * if dtype_is_object: # <<<<<<<<<<<<<< + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, + * dst.strides, ndim, inc) + */ + __pyx_t_1 = (__pyx_v_dtype_is_object != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":1324 + * + * if dtype_is_object: + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, # <<<<<<<<<<<<<< + * dst.strides, ndim, inc) + * + */ + __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc); + + /* "View.MemoryView":1323 + * + * + * if dtype_is_object: # <<<<<<<<<<<<<< + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, + * dst.strides, ndim, inc) + */ + } + + /* "View.MemoryView":1319 + * + * @cname('__pyx_memoryview_refcount_copying') + * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, # <<<<<<<<<<<<<< + * int ndim, 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/*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; +static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview; + +static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryview_obj *p; + PyObject *o; + if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) { + o = (*t->tp_alloc)(t, 0); + } else { + o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0); + } + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryview_obj *)o); + p->__pyx_vtab = __pyx_vtabptr_memoryview; + p->obj = Py_None; Py_INCREF(Py_None); + p->_size = Py_None; Py_INCREF(Py_None); + p->_array_interface = Py_None; Py_INCREF(Py_None); + p->view.obj = NULL; + if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_memoryview(PyObject *o) { + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_memoryview___dealloc__(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->obj); + Py_CLEAR(p->_size); + Py_CLEAR(p->_array_interface); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + if (p->obj) { + e = (*v)(p->obj, a); if (e) return e; + } + if (p->_size) { + e = (*v)(p->_size, a); if (e) return e; + } + if (p->_array_interface) { + e = (*v)(p->_array_interface, a); if (e) return e; + } + if (p->view.obj) { + e = (*v)(p->view.obj, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_memoryview(PyObject *o) { + PyObject* tmp; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + tmp = ((PyObject*)p->obj); + p->obj = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->_size); + p->_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->_array_interface); + p->_array_interface = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + Py_CLEAR(p->view.obj); + return 0; +} +static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_memoryview___setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_transpose(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview__get__base(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_shape(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_strides(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_suboffsets(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_ndim(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_itemsize(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_nbytes(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryview_get_size(o); +} + +static PyMethodDef __pyx_methods_memoryview[] = { + {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0}, + {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0}, + {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0}, + {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_memoryview[] = { + {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0}, + {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0}, + {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0}, + {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0}, + {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0}, + {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0}, + {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0}, + {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0}, + {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_memoryview = { + __pyx_memoryview___len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_memoryview, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_memoryview = { + __pyx_memoryview___len__, /*mp_length*/ + __pyx_memoryview___getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_memoryview = { + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getreadbuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getwritebuffer*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getsegcount*/ + #endif + #if PY_MAJOR_VERSION < 3 + 0, /*bf_getcharbuffer*/ + #endif + __pyx_memoryview_getbuffer, /*bf_getbuffer*/ + 0, /*bf_releasebuffer*/ +}; + +static PyTypeObject __pyx_type___pyx_memoryview = { + PyVarObject_HEAD_INIT(0, 0) + "polylearn.cd_linear_fast.memoryview", /*tp_name*/ + sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_memoryview, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + __pyx_memoryview___repr__, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_memoryview___str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_memoryview, /*tp_traverse*/ + __pyx_tp_clear_memoryview, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_memoryview, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_memoryview, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_memoryview, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; +static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice; + +static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryviewslice_obj *p; + PyObject *o = __pyx_tp_new_memoryview(t, a, k); + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryviewslice_obj *)o); + p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice; + p->from_object = Py_None; Py_INCREF(Py_None); + p->from_slice.memview = NULL; + return o; +} + +static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) { + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + #if PY_VERSION_HEX >= 0x030400a1 + if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + #endif + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_memoryviewslice___dealloc__(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->from_object); + PyObject_GC_Track(o); + __pyx_tp_dealloc_memoryview(o); +} + +static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e; + if (p->from_object) { + e = (*v)(p->from_object, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear__memoryviewslice(PyObject *o) { + PyObject* tmp; + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + __pyx_tp_clear_memoryview(o); + tmp = ((PyObject*)p->from_object); + p->from_object = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + __PYX_XDEC_MEMVIEW(&p->from_slice, 1); + return 0; +} + +static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_memoryviewslice__get__base(o); +} + +static PyMethodDef __pyx_methods__memoryviewslice[] = { + {0, 0, 0, 0} +}; 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Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + "Internal class for passing memoryview slices to Python", /*tp_doc*/ + __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/ + __pyx_tp_clear__memoryviewslice, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods__memoryviewslice, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets__memoryviewslice, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new__memoryviewslice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif +}; + +static PyMethodDef __pyx_methods[] = { + 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+ __Pyx_GIVEREF(__pyx_slice__16); + + /* "View.MemoryView":643 + * seen_ellipsis = True + * else: + * result.append(slice(None)) # <<<<<<<<<<<<<< + * have_slices = True + * else: + */ + __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__17); + __Pyx_GIVEREF(__pyx_slice__17); + + /* "View.MemoryView":654 + * nslices = ndim - len(result) + * if nslices: + * result.extend([slice(None)] * nslices) # <<<<<<<<<<<<<< * - * # Until ticket #99 is fixed, use integers to avoid warnings + * return have_slices or nslices, tuple(result) */ - __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); + __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__18); + __Pyx_GIVEREF(__pyx_slice__18); + + /* "View.MemoryView":661 + * for suboffset in suboffsets[:ndim]: + * if suboffset >= 0: + * raise ValueError("Indirect dimensions not supported") # <<<<<<<<<<<<<< + * + * + */ + __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__19); + __Pyx_GIVEREF(__pyx_tuple__19); + + /* "View.MemoryView":278 + * return self.name + * + * cdef generic = Enum("") # <<<<<<<<<<<<<< + * cdef strided = Enum("") # default + * cdef indirect = Enum("") + */ + __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__20); + __Pyx_GIVEREF(__pyx_tuple__20); + + /* "View.MemoryView":279 + * + * cdef generic = Enum("") + * cdef strided = Enum("") # default # <<<<<<<<<<<<<< + * cdef indirect = Enum("") + * + */ + __pyx_tuple__21 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__21); + __Pyx_GIVEREF(__pyx_tuple__21); + + /* "View.MemoryView":280 + * cdef generic = Enum("") + * cdef strided = Enum("") # default + * cdef indirect = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__22); + __Pyx_GIVEREF(__pyx_tuple__22); + + /* "View.MemoryView":283 + * + * + * cdef contiguous = Enum("") # <<<<<<<<<<<<<< + * cdef indirect_contiguous = Enum("") + * + */ + __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__23); + __Pyx_GIVEREF(__pyx_tuple__23); + + /* "View.MemoryView":284 + * + * cdef contiguous = Enum("") + * cdef indirect_contiguous = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__24); + __Pyx_GIVEREF(__pyx_tuple__24); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -4187,6 +17104,9 @@ static int __Pyx_InitCachedConstants(void) { static int __Pyx_InitGlobals(void) { if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -4275,10 +17195,42 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) /*--- Constants init code ---*/ if (__Pyx_InitCachedConstants() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Global init code ---*/ + generic = Py_None; Py_INCREF(Py_None); + strided = Py_None; Py_INCREF(Py_None); + indirect = Py_None; Py_INCREF(Py_None); + contiguous = Py_None; Py_INCREF(Py_None); + indirect_contiguous = Py_None; Py_INCREF(Py_None); /*--- Variable export code ---*/ /*--- Function export code ---*/ - if (__Pyx_ExportFunction("_cd_linear_epoch", (void (*)(void))__pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch, "double (PyArrayObject *, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, PyArrayObject *, PyArrayObject *, PyArrayObject *, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ExportFunction("_cd_linear_epoch", (void (*)(void))__pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch, "double (__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Type init code ---*/ + if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_array.tp_print = 0; + __pyx_array_type = &__pyx_type___pyx_array; + if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_MemviewEnum.tp_print = 0; + __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum; + __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview; + __pyx_vtable_memoryview.get_item_pointer = (char *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_get_item_pointer; + __pyx_vtable_memoryview.is_slice = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_is_slice; + __pyx_vtable_memoryview.setitem_slice_assignment = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_slice_assignment; + __pyx_vtable_memoryview.setitem_slice_assign_scalar = (PyObject *(*)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_setitem_slice_assign_scalar; + __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed; + __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object; + __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object; + if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_memoryview.tp_print = 0; + if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_memoryview_type = &__pyx_type___pyx_memoryview; + __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice; + __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview; + __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object; + __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object; + __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type; + if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_type___pyx_memoryviewslice.tp_print = 0; + if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice; /*--- Type import code ---*/ __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", #if CYTHON_COMPILING_IN_PYPY @@ -4286,28 +17238,28 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) #else sizeof(PyHeapTypeObject), #endif - 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ @@ -4325,12 +17277,121 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":976 - * arr.base = baseptr + /* "View.MemoryView":205 + * info.obj = self * - * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< - * if arr.base is NULL: - * return None + * __pyx_getbuffer = capsule( &__pyx_array_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< + * + * def __dealloc__(array self): + */ + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + PyType_Modified(__pyx_array_type); + + /* "View.MemoryView":278 + * return self.name + * + * cdef generic = Enum("") # <<<<<<<<<<<<<< + * cdef strided = Enum("") # default + * cdef indirect = Enum("") + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(generic); + __Pyx_DECREF_SET(generic, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":279 + * + * cdef generic = Enum("") + * cdef strided = Enum("") # default # <<<<<<<<<<<<<< + * cdef indirect = Enum("") + * + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__21, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(strided); + __Pyx_DECREF_SET(strided, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":280 + * cdef generic = Enum("") + * cdef strided = Enum("") # default + * cdef indirect = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(indirect); + __Pyx_DECREF_SET(indirect, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":283 + * + * + * cdef contiguous = Enum("") # <<<<<<<<<<<<<< + * cdef indirect_contiguous = Enum("") + * + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(contiguous); + __Pyx_DECREF_SET(contiguous, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":284 + * + * cdef contiguous = Enum("") + * cdef indirect_contiguous = Enum("") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XGOTREF(indirect_contiguous); + __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "View.MemoryView":498 + * info.obj = self + * + * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + PyType_Modified(__pyx_memoryview_type); + + /* "View.MemoryView":954 + * return self.from_object + * + * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< + * + * + */ + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + PyType_Modified(__pyx_memoryviewslice_type); + + /* "View.MemoryView":1364 + * + * @cname('__pyx_memoryview__slice_assign_scalar') + * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< + * Py_ssize_t *strides, int ndim, + * size_t itemsize, void *item) nogil: */ /*--- Wrapped vars code ---*/ @@ -4382,7 +17443,176 @@ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { "name '%.200s' is not defined", PyString_AS_STRING(name)); #endif } - return result; + return result; +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%.200s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%.200s() got an unexpected keyword argument '%.200s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { + PyErr_Format(PyExc_TypeError, + "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); +} +static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (likely(Py_TYPE(obj) == type)) return 1; + #if PY_MAJOR_VERSION == 2 + else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; + #endif + } + else { + if (likely(PyObject_TypeCheck(obj, type))) return 1; + } + __Pyx_RaiseArgumentTypeInvalid(name, obj, type); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); } static CYTHON_INLINE int __Pyx_IsLittleEndian(void) { @@ -4934,236 +18164,138 @@ static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { __Pyx_ReleaseBuffer(info); } -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_Restore(type, value, tb); -#endif -} -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(type, value, tb); -#endif -} - -static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, - CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, - int full_traceback, CYTHON_UNUSED int nogil) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; -#ifdef WITH_THREAD - PyGILState_STATE state; - if (nogil) - state = PyGILState_Ensure(); -#endif - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - if (full_traceback) { - Py_XINCREF(old_exc); - Py_XINCREF(old_val); - Py_XINCREF(old_tb); - __Pyx_ErrRestore(old_exc, old_val, old_tb); - PyErr_PrintEx(1); +static int +__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference) +{ + __Pyx_RefNannyDeclarations + int i, retval=-1; + Py_buffer *buf = &memview->view; + __Pyx_RefNannySetupContext("init_memviewslice", 0); + if (!buf) { + PyErr_SetString(PyExc_ValueError, + "buf is NULL."); + goto fail; + } else if (memviewslice->memview || memviewslice->data) { + PyErr_SetString(PyExc_ValueError, + "memviewslice is already initialized!"); + goto fail; } - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); + if (buf->strides) { + for (i = 0; i < ndim; i++) { + memviewslice->strides[i] = buf->strides[i]; + } } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); + Py_ssize_t stride = buf->itemsize; + for (i = ndim - 1; i >= 0; i--) { + memviewslice->strides[i] = stride; + stride *= buf->shape[i]; + } } -#ifdef WITH_THREAD - if (nogil) - PyGILState_Release(state); + for (i = 0; i < ndim; i++) { + memviewslice->shape[i] = buf->shape[i]; + if (buf->suboffsets) { + memviewslice->suboffsets[i] = buf->suboffsets[i]; + } else { + memviewslice->suboffsets[i] = -1; + } + } + memviewslice->memview = memview; + memviewslice->data = (char *)buf->buf; + if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) { + Py_INCREF(memview); + } + retval = 0; + goto no_fail; +fail: + memviewslice->memview = 0; + memviewslice->data = 0; + retval = -1; +no_fail: + __Pyx_RefNannyFinishContext(); + return retval; +} +static CYTHON_INLINE void __pyx_fatalerror(const char *fmt, ...) { + va_list vargs; + char msg[200]; +#ifdef HAVE_STDARG_PROTOTYPES + va_start(vargs, fmt); +#else + va_start(vargs); #endif + vsnprintf(msg, 200, fmt, vargs); + Py_FatalError(msg); + va_end(vargs); } - -static void __Pyx_RaiseArgtupleInvalid( - const char* func_name, - int exact, - Py_ssize_t num_min, - Py_ssize_t num_max, - Py_ssize_t num_found) +static CYTHON_INLINE int +__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count, + PyThread_type_lock lock) { - 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); + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)++; + PyThread_release_lock(lock); + return result; } - -static void __Pyx_RaiseDoubleKeywordsError( - const char* func_name, - PyObject* kw_name) +static CYTHON_INLINE int +__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count, + PyThread_type_lock lock) { - 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 + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)--; + PyThread_release_lock(lock); + return result; } - -static int __Pyx_ParseOptionalKeywords( - PyObject *kwds, - PyObject **argnames[], - PyObject *kwds2, - PyObject *values[], - Py_ssize_t num_pos_args, - const char* function_name) +static CYTHON_INLINE void +__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) { - PyObject *key = 0, *value = 0; - Py_ssize_t pos = 0; - PyObject*** name; - PyObject*** first_kw_arg = argnames + num_pos_args; - while (PyDict_Next(kwds, &pos, &key, &value)) { - name = first_kw_arg; - while (*name && (**name != key)) name++; - if (*name) { - values[name-argnames] = value; - continue; - } - name = first_kw_arg; - #if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { - while (*name) { - if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) - && _PyString_Eq(**name, key)) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - if ((**argname == key) || ( - (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) - && _PyString_Eq(**argname, key))) { - goto arg_passed_twice; - } - argname++; - } - } - } else - #endif - if (likely(PyUnicode_Check(key))) { - while (*name) { - int cmp = (**name == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**name, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) { - values[name-argnames] = value; - break; - } - name++; - } - if (*name) continue; - else { - PyObject*** argname = argnames; - while (argname != first_kw_arg) { - int cmp = (**argname == key) ? 0 : - #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 - (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : - #endif - PyUnicode_Compare(**argname, key); - if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; - if (cmp == 0) goto arg_passed_twice; - argname++; - } - } - } else - goto invalid_keyword_type; - if (kwds2) { - if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + int first_time; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (!memview || (PyObject *) memview == Py_None) + return; + if (__pyx_get_slice_count(memview) < 0) + __pyx_fatalerror("Acquisition count is %d (line %d)", + __pyx_get_slice_count(memview), lineno); + first_time = __pyx_add_acquisition_count(memview) == 0; + if (first_time) { + if (have_gil) { + Py_INCREF((PyObject *) memview); } else { - goto invalid_keyword; + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_INCREF((PyObject *) memview); + PyGILState_Release(_gilstate); } } - return 0; -arg_passed_twice: - __Pyx_RaiseDoubleKeywordsError(function_name, key); - goto bad; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%.200s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%.200s() got an unexpected keyword argument '%.200s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif -bad: - return -1; -} - -static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { - PyErr_Format(PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); } -static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) -{ - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (likely(Py_TYPE(obj) == type)) return 1; - #if PY_MAJOR_VERSION == 2 - else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; - #endif +static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice, + int have_gil, int lineno) { + int last_time; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (!memview ) { + return; + } else if ((PyObject *) memview == Py_None) { + memslice->memview = NULL; + return; } - else { - if (likely(PyObject_TypeCheck(obj, type))) return 1; + if (__pyx_get_slice_count(memview) <= 0) + __pyx_fatalerror("Acquisition count is %d (line %d)", + __pyx_get_slice_count(memview), lineno); + last_time = __pyx_sub_acquisition_count(memview) == 1; + memslice->data = NULL; + if (last_time) { + if (have_gil) { + Py_CLEAR(memslice->memview); + } else { + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_CLEAR(memslice->memview); + PyGILState_Release(_gilstate); + } + } else { + memslice->memview = NULL; } - __Pyx_RaiseArgumentTypeInvalid(name, obj, type); - return 0; } #if CYTHON_COMPILING_IN_CPYTHON @@ -5185,6 +18317,37 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg } #endif +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { @@ -5356,20 +18519,652 @@ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { index, (index == 1) ? "" : "s"); } -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + const char *ps1, *ps2; + Py_ssize_t length = PyBytes_GET_SIZE(s1); + if (length != PyBytes_GET_SIZE(s2)) + return (equals == Py_NE); + ps1 = PyBytes_AS_STRING(s1); + ps2 = PyBytes_AS_STRING(s2); + if (ps1[0] != ps2[0]) { + return (equals == Py_NE); + } else if (length == 1) { + return (equals == Py_EQ); + } else { + int result = memcmp(ps1, ps2, (size_t)length); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +#endif +} + +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else +#if PY_MAJOR_VERSION < 3 + PyObject* owned_ref = NULL; +#endif + int s1_is_unicode, s2_is_unicode; + if (s1 == s2) { + goto return_eq; + } + s1_is_unicode = PyUnicode_CheckExact(s1); + s2_is_unicode = PyUnicode_CheckExact(s2); +#if PY_MAJOR_VERSION < 3 + if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) { + owned_ref = PyUnicode_FromObject(s2); + if (unlikely(!owned_ref)) + return -1; + s2 = owned_ref; + s2_is_unicode = 1; + } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) { + owned_ref = PyUnicode_FromObject(s1); + if (unlikely(!owned_ref)) + return -1; + s1 = owned_ref; + s1_is_unicode = 1; + } else if (((!s2_is_unicode) & (!s1_is_unicode))) { + return __Pyx_PyBytes_Equals(s1, s2, equals); + } +#endif + if (s1_is_unicode & s2_is_unicode) { + Py_ssize_t length; + int kind; + void *data1, *data2; + if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0)) + return -1; + length = __Pyx_PyUnicode_GET_LENGTH(s1); + if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) { + goto return_ne; + } + kind = __Pyx_PyUnicode_KIND(s1); + if (kind != __Pyx_PyUnicode_KIND(s2)) { + goto return_ne; + } + data1 = __Pyx_PyUnicode_DATA(s1); + data2 = __Pyx_PyUnicode_DATA(s2); + if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) { + goto return_ne; + } else if (length == 1) { + goto return_eq; + } else { + int result = memcmp(data1, data2, (size_t)(length * kind)); + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & s2_is_unicode) { + goto return_ne; + } else if ((s2 == Py_None) & s1_is_unicode) { + goto return_ne; + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +return_eq: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ); +return_ne: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_NE); +#endif +} + +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { +#if CYTHON_COMPILING_IN_CPYTHON +#if PY_MAJOR_VERSION >= 3 + if (likely(PyUnicode_Check(n))) +#else + if (likely(PyString_Check(n))) +#endif + return __Pyx_PyObject_GetAttrStr(o, n); +#endif + return PyObject_GetAttr(o, n); +} + +static CYTHON_INLINE PyObject* __Pyx_decode_c_string( + const char* cstring, Py_ssize_t start, Py_ssize_t stop, + const char* encoding, const char* errors, + PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { + Py_ssize_t length; + if (unlikely((start < 0) | (stop < 0))) { + size_t slen = strlen(cstring); + if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) { + PyErr_SetString(PyExc_OverflowError, + "c-string too long to convert to Python"); + return NULL; + } + length = (Py_ssize_t) slen; + if (start < 0) { + start += length; + if (start < 0) + start = 0; + } + if (stop < 0) + stop += length; + } + length = stop - start; + if (unlikely(length <= 0)) + return PyUnicode_FromUnicode(NULL, 0); + cstring += start; + if (decode_func) { + return decode_func(cstring, length, errors); + } else { + return PyUnicode_Decode(cstring, length, encoding, errors); + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (local_tb) { + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + } + #endif + Py_XINCREF(local_tb); + Py_XINCREF(local_type); + Py_XINCREF(local_value); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if (strchr(__Pyx_MODULE_NAME, '.')) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(1); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + #endif + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; + } + #endif + if (!module) { + #if PY_VERSION_HEX < 0x03030000 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } +bad: + #if PY_VERSION_HEX < 0x03030000 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + return NULL; + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +#if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" +#endif + +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) { + #if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(op1))) { + const long b = intval; + long x; + long a = PyInt_AS_LONG(op1); + x = (long)((unsigned long)a + b); + if (likely((x^a) >= 0 || (x^b) >= 0)) + return PyInt_FromLong(x); + return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + #endif + #if CYTHON_USE_PYLONG_INTERNALS && PY_MAJOR_VERSION >= 3 + if (likely(PyLong_CheckExact(op1))) { + const long b = intval; + long a, x; + const PY_LONG_LONG llb = intval; + PY_LONG_LONG lla, llx; + const digit* digits = ((PyLongObject*)op1)->ob_digit; + const Py_ssize_t size = Py_SIZE(op1); + if (likely(__Pyx_sst_abs(size) <= 1)) { + a = likely(size) ? digits[0] : 0; + if (size == -1) a = -a; + } else { + switch (size) { + case -2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case -3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case -4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + case 4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; + } + default: return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + } + x = a + b; + return PyLong_FromLong(x); + long_long: + llx = lla + llb; + return PyLong_FromLongLong(llx); + } + #endif + if (PyFloat_CheckExact(op1)) { + const long b = intval; + double a = PyFloat_AS_DOUBLE(op1); + double result; + PyFPE_START_PROTECT("add", return NULL) + result = ((double)a) + (double)b; + PyFPE_END_PROTECT(result) + return PyFloat_FromDouble(result); + } + return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); +} +#endif + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, + int full_traceback, CYTHON_UNUSED int nogil) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; +#ifdef WITH_THREAD + PyGILState_STATE state; + if (nogil) + state = PyGILState_Ensure(); +#endif + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + if (full_traceback) { + Py_XINCREF(old_exc); + Py_XINCREF(old_val); + Py_XINCREF(old_tb); + __Pyx_ErrRestore(old_exc, old_val, old_tb); + PyErr_PrintEx(1); + } + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +#ifdef WITH_THREAD + if (nogil) + PyGILState_Release(state); +#endif +} + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { + PyObject *self, *result; + PyCFunction cfunc; + cfunc = PyCFunction_GET_FUNCTION(func); + self = PyCFunction_GET_SELF(func); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = cfunc(self, arg); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_New(1); + if (unlikely(!args)) return NULL; + Py_INCREF(arg); + PyTuple_SET_ITEM(args, 0, arg); + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; } - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { +#ifdef __Pyx_CyFunction_USED + if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { +#else + if (likely(PyCFunction_Check(func))) { +#endif + if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { + return __Pyx_PyObject_CallMethO(func, arg); + } } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); + return __Pyx__PyObject_CallOneArg(func, arg); +} +#else +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_Pack(1, arg); + if (unlikely(!args)) return NULL; + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; +} +#endif + +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 + PyObject *ob = PyCapsule_New(vtable, 0, 0); +#else + PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); +#endif + if (!ob) + goto bad; + if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0) + goto bad; + Py_DECREF(ob); return 0; +bad: + Py_XDECREF(ob); + return -1; } static void* __Pyx_GetVtable(PyObject *dict) { @@ -5554,6 +19349,8 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line, static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags); + if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags); + if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags); PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); return -1; } @@ -5571,7 +19368,250 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { #endif - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + static int +__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) +{ + int i; + if (!a || !b) + return 0; + if (a == b) + return 1; + if (a->size != b->size || a->typegroup != b->typegroup || + a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { + if (a->typegroup == 'H' || b->typegroup == 'H') { + return a->size == b->size; + } else { + return 0; + } + } + if (a->ndim) { + for (i = 0; i < a->ndim; i++) + if (a->arraysize[i] != b->arraysize[i]) + return 0; + } + if (a->typegroup == 'S') { + if (a->flags != b->flags) + return 0; + if (a->fields || b->fields) { + if (!(a->fields && b->fields)) + return 0; + for (i = 0; a->fields[i].type && b->fields[i].type; i++) { + __Pyx_StructField *field_a = a->fields + i; + __Pyx_StructField *field_b = b->fields + i; + if (field_a->offset != field_b->offset || + !__pyx_typeinfo_cmp(field_a->type, field_b->type)) + return 0; + } + return !a->fields[i].type && !b->fields[i].type; + } + } + return 1; +} + +static int +__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) +{ + if (buf->shape[dim] <= 1) + return 1; + if (buf->strides) { + if (spec & __Pyx_MEMVIEW_CONTIG) { + if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) { + if (buf->strides[dim] != sizeof(void *)) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly contiguous " + "in dimension %d.", dim); + goto fail; + } + } else if (buf->strides[dim] != buf->itemsize) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_FOLLOW) { + Py_ssize_t stride = buf->strides[dim]; + if (stride < 0) + stride = -stride; + if (stride < buf->itemsize) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + } else { + if (spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not contiguous in " + "dimension %d", dim); + goto fail; + } else if (spec & (__Pyx_MEMVIEW_PTR)) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not indirect in " + "dimension %d", dim); + goto fail; + } else if (buf->suboffsets) { + PyErr_SetString(PyExc_ValueError, + "Buffer exposes suboffsets but no strides"); + goto fail; + } + } + return 1; +fail: + return 0; +} +static int +__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec) +{ + if (spec & __Pyx_MEMVIEW_DIRECT) { + if (buf->suboffsets && buf->suboffsets[dim] >= 0) { + PyErr_Format(PyExc_ValueError, + "Buffer not compatible with direct access " + "in dimension %d.", dim); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_PTR) { + if (!buf->suboffsets || (buf->suboffsets && buf->suboffsets[dim] < 0)) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly accessible " + "in dimension %d.", dim); + goto fail; + } + } + return 1; +fail: + return 0; +} +static int +__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag) +{ + int i; + if (c_or_f_flag & __Pyx_IS_F_CONTIG) { + Py_ssize_t stride = 1; + for (i = 0; i < ndim; i++) { + if (stride * buf->itemsize != buf->strides[i] && + buf->shape[i] > 1) + { + PyErr_SetString(PyExc_ValueError, + "Buffer not fortran contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) { + Py_ssize_t stride = 1; + for (i = ndim - 1; i >- 1; i--) { + if (stride * buf->itemsize != buf->strides[i] && + buf->shape[i] > 1) { + PyErr_SetString(PyExc_ValueError, + "Buffer not C contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } + return 1; +fail: + return 0; +} +static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj) +{ + struct __pyx_memoryview_obj *memview, *new_memview; + __Pyx_RefNannyDeclarations + Py_buffer *buf; + int i, spec = 0, retval = -1; + __Pyx_BufFmt_Context ctx; + int from_memoryview = __pyx_memoryview_check(original_obj); + __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0); + if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *) + original_obj)->typeinfo)) { + memview = (struct __pyx_memoryview_obj *) original_obj; + new_memview = NULL; + } else { + memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + original_obj, buf_flags, 0, dtype); + new_memview = memview; + if (unlikely(!memview)) + goto fail; + } + buf = &memview->view; + if (buf->ndim != ndim) { + PyErr_Format(PyExc_ValueError, + "Buffer has wrong number of dimensions (expected %d, got %d)", + ndim, buf->ndim); + goto fail; + } + if (new_memview) { + __Pyx_BufFmt_Init(&ctx, stack, dtype); + if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; + } + if ((unsigned) buf->itemsize != dtype->size) { + PyErr_Format(PyExc_ValueError, + "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) " + "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)", + buf->itemsize, + (buf->itemsize > 1) ? "s" : "", + dtype->name, + dtype->size, + (dtype->size > 1) ? "s" : ""); + goto fail; + } + for (i = 0; i < ndim; i++) { + spec = axes_specs[i]; + if (!__pyx_check_strides(buf, i, ndim, spec)) + goto fail; + if (!__pyx_check_suboffsets(buf, i, ndim, spec)) + goto fail; + } + if (buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice, + new_memview != NULL) == -1)) { + goto fail; + } + retval = 0; + goto no_fail; +fail: + Py_XDECREF(new_memview); + retval = -1; +no_fail: + __Pyx_RefNannyFinishContext(); + return retval; +} + +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj) { + __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0, + PyBUF_RECORDS, 1, + &__Pyx_TypeInfo_double, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; +__pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; if (is_unsigned) { @@ -5618,10 +19658,6 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { return (target_type) value;\ } -#if CYTHON_USE_PYLONG_INTERNALS - #include "longintrepr.h" -#endif - static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; @@ -6072,6 +20108,141 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES v } } +static int +__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim) +{ + int i, index, step, start; + Py_ssize_t itemsize = mvs->memview->view.itemsize; + if (order == 'F') { + step = 1; + start = 0; + } else { + step = -1; + start = ndim - 1; + } + for (i = 0; i < ndim; i++) { + index = start + step * i; + if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize) + return 0; + itemsize *= mvs->shape[index]; + } + return 1; +} + +static void +__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, + void **out_start, void **out_end, + int ndim, size_t itemsize) +{ + char *start, *end; + int i; + start = end = slice->data; + for (i = 0; i < ndim; i++) { + Py_ssize_t stride = slice->strides[i]; + Py_ssize_t extent = slice->shape[i]; + if (extent == 0) { + *out_start = *out_end = start; + return; + } else { + if (stride > 0) + end += stride * (extent - 1); + else + start += stride * (extent - 1); + } + } + *out_start = start; + *out_end = end + itemsize; +} +static int +__pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize) +{ + void *start1, *end1, *start2, *end2; + __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); + __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); + return (start1 < end2) && (start2 < end1); +} + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object) +{ + __Pyx_RefNannyDeclarations + int i; + __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; + struct __pyx_memoryview_obj *from_memview = from_mvs->memview; + Py_buffer *buf = &from_memview->view; + PyObject *shape_tuple = NULL; + PyObject *temp_int = NULL; + struct __pyx_array_obj *array_obj = NULL; + struct __pyx_memoryview_obj *memview_obj = NULL; + __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); + for (i = 0; i < ndim; i++) { + if (from_mvs->suboffsets[i] >= 0) { + PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " + "indirect dimensions (axis %d)", i); + goto fail; + } + } + shape_tuple = PyTuple_New(ndim); + if (unlikely(!shape_tuple)) { + goto fail; + } + __Pyx_GOTREF(shape_tuple); + for(i = 0; i < ndim; i++) { + temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); + if(unlikely(!temp_int)) { + goto fail; + } else { + PyTuple_SET_ITEM(shape_tuple, i, temp_int); + temp_int = NULL; + } + } + array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); + if (unlikely(!array_obj)) { + goto fail; + } + __Pyx_GOTREF(array_obj); + memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + (PyObject *) array_obj, contig_flag, + dtype_is_object, + from_mvs->memview->typeinfo); + if (unlikely(!memview_obj)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) + goto fail; + if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, + dtype_is_object) < 0)) + goto fail; + goto no_fail; +fail: + __Pyx_XDECREF(new_mvs.memview); + new_mvs.memview = NULL; + new_mvs.data = NULL; +no_fail: + __Pyx_XDECREF(shape_tuple); + __Pyx_XDECREF(temp_int); + __Pyx_XDECREF(array_obj); + __Pyx_RefNannyFinishContext(); + return new_mvs; +} + +static CYTHON_INLINE PyObject * +__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) +{ + PyObject *cobj; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(p, sig, NULL); +#else + cobj = PyCObject_FromVoidPtr(p, NULL); +#endif + return cobj; +} + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; @@ -6098,6 +20269,190 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { } } +static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { + const char neg_one = (char) -1, const_zero = (char) 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(char) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (char) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (char) 0; + case 1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0]) + case 2: + if (8 * sizeof(char) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) { + return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(char) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) { + return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(char) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) { + return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (char) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(char) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (char) 0; + case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, -(sdigit) digits[0]) + case 1: __PYX_VERIFY_RETURN_INT(char, digit, +digits[0]) + case -2: + if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(char) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(char) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { + return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(char) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) { + return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + } +#endif + if (sizeof(char) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x)) + } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + char val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (char) -1; + } + } else { + char val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (char) -1; + val = __Pyx_PyInt_As_char(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to char"); + return (char) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to char"); + return (char) -1; +} + static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_linear_fast.pxd b/polylearn/cd_linear_fast.pxd index eb3af28..dee1e6b 100644 --- a/polylearn/cd_linear_fast.pxd +++ b/polylearn/cd_linear_fast.pxd @@ -2,9 +2,9 @@ cimport numpy as np from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction -cpdef double _cd_linear_epoch(np.ndarray[double, ndim=1] w, ColumnDataset X, - np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=1] y_pred, - np.ndarray[double, ndim=1] col_norm_sq, +cpdef double _cd_linear_epoch(double[:] w, ColumnDataset X, + double[:] y, + double[:] y_pred, + double[:] col_norm_sq, double alpha, LossFunction loss) \ No newline at end of file diff --git a/polylearn/cd_linear_fast.pyx b/polylearn/cd_linear_fast.pyx index d83f413..3fda34a 100644 --- a/polylearn/cd_linear_fast.pyx +++ b/polylearn/cd_linear_fast.pyx @@ -13,11 +13,11 @@ from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction -cpdef double _cd_linear_epoch(np.ndarray[double, ndim=1] w, +cpdef double _cd_linear_epoch(double[:] w, ColumnDataset X, - np.ndarray[double, ndim=1] y, - np.ndarray[double, ndim=1] y_pred, - np.ndarray[double, ndim=1] col_norm_sq, + double[:] y, + double[:] y_pred, + double[:] col_norm_sq, double alpha, LossFunction loss): From f4d58ac9d14bf2792bb91b7bc2871ee0f9211aca Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 18 Jul 2016 14:33:33 -0400 Subject: [PATCH 02/19] try to pinpoint win32py2 instability --- polylearn/cd_direct_fast.cpp | 271 +++++++++++++++++++---------------- polylearn/cd_direct_fast.pyx | 5 + 2 files changed, 155 insertions(+), 121 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index 77112d4..1bf7d9f 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -2245,6 +2245,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p int __pyx_t_2; Py_ssize_t __pyx_t_3; Py_ssize_t __pyx_t_4; + int __pyx_t_5; __Pyx_RefNannySetupContext("_update", 0); /* "polylearn/cd_direct_fast.pyx":59 @@ -2413,7 +2414,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * * update += l1_reg * p_js # <<<<<<<<<<<<<< * update /= inv_step_size - * return update + * */ __pyx_v_update = (__pyx_v_update + (__pyx_v_l1_reg * __pyx_v_p_js)); @@ -2421,14 +2422,42 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * * update += l1_reg * p_js * update /= inv_step_size # <<<<<<<<<<<<<< - * return update * + * # maybe this fixes win32? */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_direct_fast.pyx":88 - * update += l1_reg * p_js - * update /= inv_step_size + /* "polylearn/cd_direct_fast.pyx":90 + * + * # maybe this fixes win32? + * if fabs(update) < 1e-12: # <<<<<<<<<<<<<< + * update = 0 + * + */ + __pyx_t_5 = ((fabs(__pyx_v_update) < 1e-12) != 0); + if (__pyx_t_5) { + + /* "polylearn/cd_direct_fast.pyx":91 + * # maybe this fixes win32? + * if fabs(update) < 1e-12: + * update = 0 # <<<<<<<<<<<<<< + * + * return update + */ + __pyx_v_update = 0.0; + + /* "polylearn/cd_direct_fast.pyx":90 + * + * # maybe this fixes win32? + * if fabs(update) < 1e-12: # <<<<<<<<<<<<<< + * update = 0 + * + */ + } + + /* "polylearn/cd_direct_fast.pyx":93 + * update = 0 + * * return update # <<<<<<<<<<<<<< * * @@ -2450,7 +2479,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":133 +/* "polylearn/cd_direct_fast.pyx":138 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2496,7 +2525,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch Py_ssize_t __pyx_t_20; __Pyx_RefNannySetupContext("_cd_direct_epoch", 0); - /* "polylearn/cd_direct_fast.pyx":147 + /* "polylearn/cd_direct_fast.pyx":152 * cdef int s, j * cdef double p_old, update, offset * cdef double sum_viol = 0 # <<<<<<<<<<<<<< @@ -2505,7 +2534,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":148 + /* "polylearn/cd_direct_fast.pyx":153 * cdef double p_old, update, offset * cdef double sum_viol = 0 * cdef int n_components = P.shape[1] # <<<<<<<<<<<<<< @@ -2514,7 +2543,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_components = (__pyx_v_P.shape[1]); - /* "polylearn/cd_direct_fast.pyx":149 + /* "polylearn/cd_direct_fast.pyx":154 * cdef double sum_viol = 0 * cdef int n_components = P.shape[1] * cdef int n_features = P.shape[2] # <<<<<<<<<<<<<< @@ -2523,7 +2552,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":156 + /* "polylearn/cd_direct_fast.pyx":161 * cdef int n_nz * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2534,7 +2563,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":159 + /* "polylearn/cd_direct_fast.pyx":164 * * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) # <<<<<<<<<<<<<< @@ -2543,7 +2572,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d1, __pyx_v_s, 1); - /* "polylearn/cd_direct_fast.pyx":160 + /* "polylearn/cd_direct_fast.pyx":165 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2553,7 +2582,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":161 + /* "polylearn/cd_direct_fast.pyx":166 * _precompute(X, P, order, d1, s, 1) * if degree == 3: * _precompute(X, P, order, d2, s, 2) # <<<<<<<<<<<<<< @@ -2562,7 +2591,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d2, __pyx_v_s, 2); - /* "polylearn/cd_direct_fast.pyx":160 + /* "polylearn/cd_direct_fast.pyx":165 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2571,7 +2600,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ } - /* "polylearn/cd_direct_fast.pyx":163 + /* "polylearn/cd_direct_fast.pyx":168 * _precompute(X, P, order, d2, s, 2) * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2582,7 +2611,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_direct_fast.pyx":165 + /* "polylearn/cd_direct_fast.pyx":170 * for j in range(n_features): * * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2591,7 +2620,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":168 + /* "polylearn/cd_direct_fast.pyx":173 * * # compute coordinate update * p_old = P[order, s, j] # <<<<<<<<<<<<<< @@ -2603,7 +2632,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_8 = __pyx_v_j; __pyx_v_p_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_6 * __pyx_v_P.strides[0]) ) + __pyx_t_7 * __pyx_v_P.strides[1]) )) + __pyx_t_8)) ))); - /* "polylearn/cd_direct_fast.pyx":170 + /* "polylearn/cd_direct_fast.pyx":175 * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) # <<<<<<<<<<<<<< @@ -2612,7 +2641,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_t_9 = __pyx_v_s; - /* "polylearn/cd_direct_fast.pyx":169 + /* "polylearn/cd_direct_fast.pyx":174 * # compute coordinate update * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, # <<<<<<<<<<<<<< @@ -2621,7 +2650,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_update = __pyx_f_9polylearn_14cd_direct_fast__update(__pyx_v_indices, __pyx_v_data, __pyx_v_n_nz, __pyx_v_p_old, __pyx_v_y, __pyx_v_y_pred, __pyx_v_loss, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, (*((double *) ( /* dim=0 */ (__pyx_v_lams.data + __pyx_t_9 * __pyx_v_lams.strides[0]) ))), __pyx_v_beta); - /* "polylearn/cd_direct_fast.pyx":171 + /* "polylearn/cd_direct_fast.pyx":176 * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update # <<<<<<<<<<<<<< @@ -2633,7 +2662,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_12 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_10 * __pyx_v_P.strides[0]) ) + __pyx_t_11 * __pyx_v_P.strides[1]) )) + __pyx_t_12)) )) -= __pyx_v_update; - /* "polylearn/cd_direct_fast.pyx":172 + /* "polylearn/cd_direct_fast.pyx":177 * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2642,7 +2671,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_direct_fast.pyx":175 + /* "polylearn/cd_direct_fast.pyx":180 * * # Synchronize predictions and ds * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2653,7 +2682,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) { __pyx_v_ii = __pyx_t_14; - /* "polylearn/cd_direct_fast.pyx":176 + /* "polylearn/cd_direct_fast.pyx":181 * # Synchronize predictions and ds * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2662,7 +2691,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":177 + /* "polylearn/cd_direct_fast.pyx":182 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2672,7 +2701,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 2) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":178 + /* "polylearn/cd_direct_fast.pyx":183 * i = indices[ii] * if degree == 2: * offset = d1[i] - p_old * data[ii] # <<<<<<<<<<<<<< @@ -2681,7 +2710,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":177 + /* "polylearn/cd_direct_fast.pyx":182 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2691,7 +2720,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch goto __pyx_L10; } - /* "polylearn/cd_direct_fast.pyx":180 + /* "polylearn/cd_direct_fast.pyx":185 * offset = d1[i] - p_old * data[ii] * else: * offset = d1[i] ** 2 - d2[i] # <<<<<<<<<<<<<< @@ -2701,7 +2730,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch /*else*/ { __pyx_v_offset = (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i])); - /* "polylearn/cd_direct_fast.pyx":181 + /* "polylearn/cd_direct_fast.pyx":186 * else: * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 # <<<<<<<<<<<<<< @@ -2710,7 +2739,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset * 0.5); - /* "polylearn/cd_direct_fast.pyx":182 + /* "polylearn/cd_direct_fast.pyx":187 * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] # <<<<<<<<<<<<<< @@ -2719,7 +2748,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset - ((__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":183 + /* "polylearn/cd_direct_fast.pyx":188 * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] * offset += p_old ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2728,7 +2757,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset + (pow(__pyx_v_p_old, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_direct_fast.pyx":185 + /* "polylearn/cd_direct_fast.pyx":190 * offset += p_old ** 2 * data[ii] ** 2 * * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2743,7 +2772,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } __pyx_L10:; - /* "polylearn/cd_direct_fast.pyx":187 + /* "polylearn/cd_direct_fast.pyx":192 * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 * * d1[i] -= update * data[ii] # <<<<<<<<<<<<<< @@ -2753,7 +2782,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_15 = __pyx_v_i; (__pyx_v_d1[__pyx_t_15]) = ((__pyx_v_d1[__pyx_t_15]) - (__pyx_v_update * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":188 + /* "polylearn/cd_direct_fast.pyx":193 * * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] # <<<<<<<<<<<<<< @@ -2767,7 +2796,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } } - /* "polylearn/cd_direct_fast.pyx":189 + /* "polylearn/cd_direct_fast.pyx":194 * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] * return sum_viol # <<<<<<<<<<<<<< @@ -2777,7 +2806,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_r = __pyx_v_sum_viol; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":133 + /* "polylearn/cd_direct_fast.pyx":138 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2791,7 +2820,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":192 +/* "polylearn/cd_direct_fast.pyx":197 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2861,86 +2890,86 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lams)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_degree)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 10: if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_linear)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 11: if (likely((values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_lower)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 12: if (likely((values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 13: if (likely((values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 16: if (likely((values[16] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_compute_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 17) { goto __pyx_L5_argtuple_error; @@ -2963,34 +2992,34 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ values[15] = PyTuple_GET_ITEM(__pyx_args, 15); values[16] = PyTuple_GET_ITEM(__pyx_args, 16); } - __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[2]); - __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; 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__pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyInt_As_int(values[7]); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; 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goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_int(values[13]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[16]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_direct_fast._cd_direct_ho", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(__pyx_self, __pyx_v_P, __pyx_v_w, __pyx_v_X, __pyx_v_col_norm_sq, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_degree, __pyx_v_alpha, __pyx_v_beta, __pyx_v_fit_linear, __pyx_v_fit_lower, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose, __pyx_v_compute_loss); /* function exit code */ @@ -3023,7 +3052,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_direct_ho", 0); - /* "polylearn/cd_direct_fast.pyx":210 + /* "polylearn/cd_direct_fast.pyx":215 * bint compute_loss): * * cdef int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -3032,7 +3061,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_direct_fast.pyx":214 + /* "polylearn/cd_direct_fast.pyx":219 * * cdef double viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -3041,7 +3070,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_converged = 0; - /* "polylearn/cd_direct_fast.pyx":217 + /* "polylearn/cd_direct_fast.pyx":222 * * # precomputed values * cdef double *d1 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3050,7 +3079,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d1 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":219 + /* "polylearn/cd_direct_fast.pyx":224 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3060,7 +3089,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":220 + /* "polylearn/cd_direct_fast.pyx":225 * cdef double *d2 * if degree == 3: * d2 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3069,7 +3098,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d2 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":219 + /* "polylearn/cd_direct_fast.pyx":224 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3078,7 +3107,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":222 + /* "polylearn/cd_direct_fast.pyx":227 * d2 = malloc(n_samples * sizeof(double)) * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -3089,7 +3118,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_it = __pyx_t_3; - /* "polylearn/cd_direct_fast.pyx":223 + /* "polylearn/cd_direct_fast.pyx":228 * * for it in range(max_iter): * viol = 0 # <<<<<<<<<<<<<< @@ -3098,7 +3127,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":225 + /* "polylearn/cd_direct_fast.pyx":230 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -3108,7 +3137,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = (__pyx_v_fit_linear != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":226 + /* "polylearn/cd_direct_fast.pyx":231 * * if fit_linear: * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) # <<<<<<<<<<<<<< @@ -3117,7 +3146,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = (__pyx_v_viol + __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__pyx_v_w, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_col_norm_sq, __pyx_v_alpha, __pyx_v_loss, 0)); - /* "polylearn/cd_direct_fast.pyx":225 + /* "polylearn/cd_direct_fast.pyx":230 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -3126,7 +3155,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":228 + /* "polylearn/cd_direct_fast.pyx":233 * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) * * if fit_lower and degree == 3: # fit degree 2. 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if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyFloat_FromDouble(__pyx_v_viol); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyFloat_FromDouble(__pyx_v_viol); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_7 = PyTuple_New(4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); 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__pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, __pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - /* "polylearn/cd_direct_fast.pyx":240 + /* "polylearn/cd_direct_fast.pyx":245 * # print("loss", _total_loss(y_pred, y, P, lams, w, alpha, beta, * # loss), end="") * print() # <<<<<<<<<<<<<< * * if viol < tol: */ - __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_builtin_print); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_builtin_print); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - /* "polylearn/cd_direct_fast.pyx":235 + /* "polylearn/cd_direct_fast.pyx":240 * degree, beta, loss) * * if verbose: # <<<<<<<<<<<<<< @@ -3235,7 +3264,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":242 + /* "polylearn/cd_direct_fast.pyx":247 * print() * * if viol < tol: # <<<<<<<<<<<<<< @@ -3245,7 +3274,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_viol < __pyx_v_tol) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":243 + /* "polylearn/cd_direct_fast.pyx":248 * * if viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -3255,16 +3284,16 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = (__pyx_v_verbose != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":244 + /* "polylearn/cd_direct_fast.pyx":249 * if viol < tol: * if verbose: * print("Converged at iteration", it + 1) # <<<<<<<<<<<<<< * converged = True * break */ - __pyx_t_5 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_INCREF(__pyx_kp_u_Converged_at_iteration); __Pyx_GIVEREF(__pyx_kp_u_Converged_at_iteration); @@ -3272,12 +3301,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5); __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_6, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_6, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - /* "polylearn/cd_direct_fast.pyx":243 + /* "polylearn/cd_direct_fast.pyx":248 * * if viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -3286,7 +3315,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":245 + /* "polylearn/cd_direct_fast.pyx":250 * if verbose: * print("Converged at iteration", it + 1) * converged = True # <<<<<<<<<<<<<< @@ -3295,7 +3324,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_converged = 1; - /* "polylearn/cd_direct_fast.pyx":246 + /* "polylearn/cd_direct_fast.pyx":251 * print("Converged at iteration", it + 1) * converged = True * break # <<<<<<<<<<<<<< @@ -3304,7 +3333,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ goto __pyx_L5_break; - /* "polylearn/cd_direct_fast.pyx":242 + /* "polylearn/cd_direct_fast.pyx":247 * print() * * if viol < tol: # <<<<<<<<<<<<<< @@ -3315,7 +3344,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE } __pyx_L5_break:; - /* "polylearn/cd_direct_fast.pyx":249 + /* "polylearn/cd_direct_fast.pyx":254 * * # Free up cache * free(d1) # <<<<<<<<<<<<<< @@ -3324,7 +3353,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ free(__pyx_v_d1); - /* "polylearn/cd_direct_fast.pyx":250 + /* "polylearn/cd_direct_fast.pyx":255 * # Free up cache * free(d1) * if degree == 3: # <<<<<<<<<<<<<< @@ -3334,7 +3363,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":251 + /* "polylearn/cd_direct_fast.pyx":256 * free(d1) * if degree == 3: * free(d2) # <<<<<<<<<<<<<< @@ -3343,7 +3372,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ free(__pyx_v_d2); - /* "polylearn/cd_direct_fast.pyx":250 + /* "polylearn/cd_direct_fast.pyx":255 * # Free up cache * free(d1) * if degree == 3: # <<<<<<<<<<<<<< @@ -3352,19 +3381,19 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":253 + /* "polylearn/cd_direct_fast.pyx":258 * free(d2) * * return converged # <<<<<<<<<<<<<< */ __Pyx_XDECREF(__pyx_r); - __pyx_t_5 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_r = __pyx_t_5; __pyx_t_5 = 0; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":192 + /* "polylearn/cd_direct_fast.pyx":197 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -17842,7 +17871,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { }; static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -18072,17 +18101,17 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GOTREF(__pyx_tuple__20); __Pyx_GIVEREF(__pyx_tuple__20); - /* "polylearn/cd_direct_fast.pyx":192 + /* "polylearn/cd_direct_fast.pyx":197 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_tuple__21 = PyTuple_Pack(23, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__21 = PyTuple_Pack(23, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_tuple__21); __Pyx_GIVEREF(__pyx_tuple__21); - __pyx_codeobj__22 = (PyObject*)__Pyx_PyCode_New(17, 0, 23, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__21, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 192, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_codeobj__22 = (PyObject*)__Pyx_PyCode_New(17, 0, 23, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__21, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 197, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -18313,16 +18342,16 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_direct_fast.pyx":192 + /* "polylearn/cd_direct_fast.pyx":197 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; /* "polylearn/cd_direct_fast.pyx":1 diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index 8c9fa23..12541fb 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -85,6 +85,11 @@ cdef inline double _update(int* indices, update += l1_reg * p_js update /= inv_step_size + + # maybe this fixes win32? + if fabs(update) < 1e-12: + update = 0 + return update From 8ca6f9ae5b464c0deb80606a43a641fbcc85bb9a Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 18 Jul 2016 15:04:28 -0400 Subject: [PATCH 03/19] another try at win32: indices? --- polylearn/cd_direct_fast.cpp | 402 +++++++++++++++++++++++++++-------- polylearn/cd_direct_fast.pyx | 30 +-- 2 files changed, 323 insertions(+), 109 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index 1bf7d9f..75054e5 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -1540,10 +1540,14 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value); static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); #if CYTHON_CCOMPLEX @@ -1750,8 +1754,8 @@ static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, int, double *, int, int); /*proto*/ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, int, double, double); /*proto*/ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, int, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, unsigned int, double, double); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, unsigned int, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, unsigned int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ static void *__pyx_align_pointer(void *, size_t); /*proto*/ static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ @@ -2021,7 +2025,7 @@ static PyObject *__pyx_kp_u_violation_sum; static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, unsigned int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ @@ -2099,45 +2103,45 @@ static PyObject *__pyx_codeobj__22; */ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_P, int __pyx_v_order, double *__pyx_v_out, int __pyx_v_s, int __pyx_v_degree) { - int __pyx_v_n_samples; - int __pyx_v_n_features; + unsigned int __pyx_v_n_samples; + unsigned int __pyx_v_n_features; double *__pyx_v_data; int *__pyx_v_indices; int __pyx_v_n_nz; - int __pyx_v_i; - int __pyx_v_j; - int __pyx_v_ii; + unsigned int __pyx_v_i; + unsigned int __pyx_v_j; + unsigned int __pyx_v_ii; __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; + unsigned int __pyx_t_1; + unsigned int __pyx_t_2; int __pyx_t_3; - int __pyx_t_4; - int __pyx_t_5; + unsigned int __pyx_t_4; + unsigned int __pyx_t_5; Py_ssize_t __pyx_t_6; Py_ssize_t __pyx_t_7; - Py_ssize_t __pyx_t_8; + size_t __pyx_t_8; __Pyx_RefNannySetupContext("_precompute", 0); /* "polylearn/cd_direct_fast.pyx":26 * int degree): * - * cdef int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef int n_features = P.shape[2] + * cdef unsigned int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< + * cdef unsigned int n_features = P.shape[2] * */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); /* "polylearn/cd_direct_fast.pyx":27 * - * cdef int n_samples = X.get_n_samples() - * cdef int n_features = P.shape[2] # <<<<<<<<<<<<<< + * cdef unsigned int n_samples = X.get_n_samples() + * cdef unsigned int n_features = P.shape[2] # <<<<<<<<<<<<<< * * # Data pointers */ __pyx_v_n_features = (__pyx_v_P.shape[2]); /* "polylearn/cd_direct_fast.pyx":36 - * cdef int i, j, ii + * cdef unsigned int i, j, ii * * for i in range(n_samples): # <<<<<<<<<<<<<< * out[i] = 0 @@ -2232,19 +2236,19 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li * int n_nz, */ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, int __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, unsigned int __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { double __pyx_v_l1_reg; - int __pyx_v_i; - int __pyx_v_ii; + unsigned int __pyx_v_i; + unsigned int __pyx_v_ii; double __pyx_v_inv_step_size; double __pyx_v_grad_y; double __pyx_v_update; double __pyx_r; __Pyx_RefNannyDeclarations int __pyx_t_1; - int __pyx_t_2; - Py_ssize_t __pyx_t_3; - Py_ssize_t __pyx_t_4; + unsigned int __pyx_t_2; + size_t __pyx_t_3; + size_t __pyx_t_4; int __pyx_t_5; __Pyx_RefNannySetupContext("_update", 0); @@ -2253,7 +2257,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * * cdef double l1_reg = 2 * beta * fabs(lam) # <<<<<<<<<<<<<< * - * cdef int i, ii + * cdef unsigned int i, ii */ __pyx_v_l1_reg = ((2.0 * __pyx_v_beta) * fabs(__pyx_v_lam)); @@ -2483,19 +2487,19 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< - * int order, + * unsigned int order, * ColumnDataset X, */ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice __pyx_v_P, int __pyx_v_order, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, double *__pyx_v_d1, double *__pyx_v_d2, int __pyx_v_degree, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss) { - int __pyx_v_s; - int __pyx_v_j; +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice __pyx_v_P, unsigned int __pyx_v_order, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, double *__pyx_v_d1, double *__pyx_v_d2, unsigned int __pyx_v_degree, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss) { + unsigned int __pyx_v_s; + unsigned int __pyx_v_j; double __pyx_v_p_old; double __pyx_v_update; double __pyx_v_offset; double __pyx_v_sum_viol; - int __pyx_v_n_components; - int __pyx_v_n_features; + unsigned int __pyx_v_n_components; + unsigned int __pyx_v_n_features; double *__pyx_v_data; int *__pyx_v_indices; int __pyx_v_n_nz; @@ -2503,50 +2507,50 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch int __pyx_v_i; double __pyx_r; __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; + unsigned int __pyx_t_1; + unsigned int __pyx_t_2; int __pyx_t_3; - int __pyx_t_4; - int __pyx_t_5; - Py_ssize_t __pyx_t_6; - Py_ssize_t __pyx_t_7; - Py_ssize_t __pyx_t_8; - Py_ssize_t __pyx_t_9; - Py_ssize_t __pyx_t_10; - Py_ssize_t __pyx_t_11; - Py_ssize_t __pyx_t_12; + unsigned int __pyx_t_4; + unsigned int __pyx_t_5; + size_t __pyx_t_6; + size_t __pyx_t_7; + size_t __pyx_t_8; + size_t __pyx_t_9; + size_t __pyx_t_10; + size_t __pyx_t_11; + size_t __pyx_t_12; int __pyx_t_13; int __pyx_t_14; int __pyx_t_15; - Py_ssize_t __pyx_t_16; - Py_ssize_t __pyx_t_17; - Py_ssize_t __pyx_t_18; - Py_ssize_t __pyx_t_19; + size_t __pyx_t_16; + size_t __pyx_t_17; + size_t __pyx_t_18; + size_t __pyx_t_19; Py_ssize_t __pyx_t_20; __Pyx_RefNannySetupContext("_cd_direct_epoch", 0); /* "polylearn/cd_direct_fast.pyx":152 - * cdef int s, j + * cdef unsigned int s, j * cdef double p_old, update, offset * cdef double sum_viol = 0 # <<<<<<<<<<<<<< - * cdef int n_components = P.shape[1] - * cdef int n_features = P.shape[2] + * cdef unsigned int n_components = P.shape[1] + * cdef unsigned int n_features = P.shape[2] */ __pyx_v_sum_viol = 0.0; /* "polylearn/cd_direct_fast.pyx":153 * cdef double p_old, update, offset * cdef double sum_viol = 0 - * cdef int n_components = P.shape[1] # <<<<<<<<<<<<<< - * cdef int n_features = P.shape[2] + * cdef unsigned int n_components = P.shape[1] # <<<<<<<<<<<<<< + * cdef unsigned int n_features = P.shape[2] * */ __pyx_v_n_components = (__pyx_v_P.shape[1]); /* "polylearn/cd_direct_fast.pyx":154 * cdef double sum_viol = 0 - * cdef int n_components = P.shape[1] - * cdef int n_features = P.shape[2] # <<<<<<<<<<<<<< + * cdef unsigned int n_components = P.shape[1] + * cdef unsigned int n_features = P.shape[2] # <<<<<<<<<<<<<< * * # Data pointers */ @@ -2810,7 +2814,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< - * int order, + * unsigned int order, * ColumnDataset X, */ @@ -2839,15 +2843,15 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ __Pyx_memviewslice __pyx_v_y = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_memviewslice __pyx_v_y_pred = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_memviewslice __pyx_v_lams = { 0, 0, { 0 }, { 0 }, { 0 } }; - int __pyx_v_degree; + unsigned int __pyx_v_degree; double __pyx_v_alpha; double __pyx_v_beta; int __pyx_v_fit_linear; int __pyx_v_fit_lower; struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss = 0; - int __pyx_v_max_iter; + unsigned int __pyx_v_max_iter; double __pyx_v_tol; - int __pyx_v_verbose; + unsigned int __pyx_v_verbose; CYTHON_UNUSED int __pyx_v_compute_loss; int __pyx_lineno = 0; const char *__pyx_filename = NULL; @@ -2999,15 +3003,15 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_degree = __Pyx_PyInt_As_int(values[7]); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[12]); - __pyx_v_max_iter = __Pyx_PyInt_As_int(values[13]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_unsigned_int(values[13]); if (unlikely((__pyx_v_max_iter == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_unsigned_int(values[15]); if (unlikely((__pyx_v_verbose == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[16]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; @@ -3031,9 +3035,9 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ return __pyx_r; } -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { - int __pyx_v_n_samples; - int __pyx_v_it; +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, unsigned int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { + unsigned int __pyx_v_n_samples; + unsigned int __pyx_v_it; double __pyx_v_viol; int __pyx_v_converged; double *__pyx_v_d1; @@ -3041,8 +3045,8 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; + unsigned int __pyx_t_2; + unsigned int __pyx_t_3; int __pyx_t_4; PyObject *__pyx_t_5 = NULL; PyObject *__pyx_t_6 = NULL; @@ -3055,8 +3059,8 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE /* "polylearn/cd_direct_fast.pyx":215 * bint compute_loss): * - * cdef int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef int it + * cdef unsigned int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< + * cdef unsigned int it * */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); @@ -20757,6 +20761,242 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_dou return (target_type) value;\ } +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { + const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(unsigned int) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (unsigned int) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (unsigned int) 0; + case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0]) + case 2: + if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) { + return (unsigned int) (((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) { + return (unsigned int) (((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) { + return (unsigned int) (((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (unsigned int) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(unsigned int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (unsigned int) 0; + case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) digits[0]) + case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) + case -2: + if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + return (unsigned int) ((((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + return (unsigned int) ((((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { + return (unsigned int) ((((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + } +#endif + if (sizeof(unsigned int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x)) + } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + unsigned int val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (unsigned int) -1; + } + } else { + unsigned int val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned int) -1; + val = __Pyx_PyInt_As_unsigned_int(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to unsigned int"); + return (unsigned int) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned int"); + return (unsigned int) -1; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { + const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(unsigned int) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(unsigned int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(unsigned int), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = (int) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + } +} + static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; @@ -20941,32 +21181,6 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { return (int) -1; } -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { - const int neg_one = (int) -1, const_zero = (int) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); - } -} - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index 12541fb..33fd63d 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -23,15 +23,15 @@ cdef void _precompute(ColumnDataset X, int s, int degree): - cdef int n_samples = X.get_n_samples() - cdef int n_features = P.shape[2] + cdef unsigned int n_samples = X.get_n_samples() + cdef unsigned int n_features = P.shape[2] # Data pointers cdef double* data cdef int* indices cdef int n_nz - cdef int i, j, ii + cdef unsigned int i, j, ii for i in range(n_samples): out[i] = 0 @@ -52,13 +52,13 @@ cdef inline double _update(int* indices, LossFunction loss, double* d1, double* d2, - int degree, + unsigned int degree, double lam, double beta): cdef double l1_reg = 2 * beta * fabs(lam) - cdef int i, ii + cdef unsigned int i, ii cdef double inv_step_size @@ -136,22 +136,22 @@ cdef inline double _update(int* indices, cdef inline double _cd_direct_epoch(double[:, :, ::1] P, - int order, + unsigned int order, ColumnDataset X, double[:] y, double[:] y_pred, double[:] lams, double* d1, double* d2, - int degree, + unsigned int degree, double beta, LossFunction loss): - cdef int s, j + cdef unsigned int s, j cdef double p_old, update, offset cdef double sum_viol = 0 - cdef int n_components = P.shape[1] - cdef int n_features = P.shape[2] + cdef unsigned int n_components = P.shape[1] + cdef unsigned int n_features = P.shape[2] # Data pointers cdef double* data @@ -201,19 +201,19 @@ def _cd_direct_ho(double[:, :, ::1] P, double[:] y, double[:] y_pred, double[:] lams, - int degree, + unsigned int degree, double alpha, double beta, bint fit_linear, bint fit_lower, LossFunction loss, - int max_iter, + unsigned int max_iter, double tol, - int verbose, + unsigned int verbose, bint compute_loss): - cdef int n_samples = X.get_n_samples() - cdef int it + cdef unsigned int n_samples = X.get_n_samples() + cdef unsigned int it cdef double viol cdef bint converged = False From a5a279091c690039f5dd0ca4693723d0e993a327 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 19 Jul 2016 12:07:47 -0400 Subject: [PATCH 04/19] replace sizes with Py_ssize_t --- polylearn/cd_direct_fast.cpp | 994 +++++++++++++---------------------- polylearn/cd_direct_fast.pyx | 84 +-- 2 files changed, 388 insertions(+), 690 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index 75054e5..1094495 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -1278,16 +1278,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg #define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) #endif -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); -#endif - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); -#else -#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) -#endif - static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); @@ -1476,6 +1466,10 @@ static void __Pyx_WriteUnraisable(const char *name, int clineno, int lineno, const char *filename, int full_traceback, int nogil); +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); static int __Pyx_SetVtable(PyObject *dict, void *vtable); @@ -1540,15 +1534,9 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value); - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); - static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); #if CYTHON_CCOMPLEX #ifdef __cplusplus @@ -1665,6 +1653,8 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); @@ -1753,9 +1743,9 @@ static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; -static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, int, double *, int, int); /*proto*/ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, unsigned int, double, double); /*proto*/ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, unsigned int, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, unsigned int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ +static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, Py_ssize_t, double *, Py_ssize_t, Py_ssize_t); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, Py_ssize_t, double, double); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, Py_ssize_t, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, Py_ssize_t, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ static void *__pyx_align_pointer(void *, size_t); /*proto*/ static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ @@ -1803,7 +1793,6 @@ static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; -static char __pyx_k_[] = " "; static char __pyx_k_B[] = "B"; static char __pyx_k_H[] = "H"; static char __pyx_k_I[] = "I"; @@ -1830,7 +1819,6 @@ static char __pyx_k_d1[] = "d1"; static char __pyx_k_d2[] = "d2"; static char __pyx_k_id[] = "id"; static char __pyx_k_it[] = "it"; -static char __pyx_k_end[] = "end"; static char __pyx_k_obj[] = "obj"; static char __pyx_k_tol[] = "tol"; static char __pyx_k_base[] = "base"; @@ -1924,7 +1912,6 @@ static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; -static PyObject *__pyx_kp_u_; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; @@ -1969,7 +1956,6 @@ static PyObject *__pyx_n_s_d2; static PyObject *__pyx_n_s_degree; static PyObject *__pyx_n_s_dtype_is_object; static PyObject *__pyx_n_s_encode; -static PyObject *__pyx_n_s_end; static PyObject *__pyx_n_s_enumerate; static PyObject *__pyx_n_s_error; static PyObject *__pyx_n_s_fit_linear; @@ -2025,7 +2011,7 @@ static PyObject *__pyx_kp_u_violation_sum; static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, unsigned int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, Py_ssize_t __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, Py_ssize_t __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ @@ -2067,6 +2053,7 @@ static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyO static PyObject *__pyx_int_0; static PyObject *__pyx_int_1; static PyObject *__pyx_int_neg_1; +static PyObject *__pyx_tuple_; static PyObject *__pyx_tuple__2; static PyObject *__pyx_tuple__3; static PyObject *__pyx_tuple__4; @@ -2075,73 +2062,72 @@ static PyObject *__pyx_tuple__6; static PyObject *__pyx_tuple__7; static PyObject *__pyx_tuple__8; static PyObject *__pyx_tuple__9; +static PyObject *__pyx_slice__16; static PyObject *__pyx_slice__17; static PyObject *__pyx_slice__18; -static PyObject *__pyx_slice__19; static PyObject *__pyx_tuple__10; static PyObject *__pyx_tuple__11; static PyObject *__pyx_tuple__12; static PyObject *__pyx_tuple__13; static PyObject *__pyx_tuple__14; static PyObject *__pyx_tuple__15; -static PyObject *__pyx_tuple__16; +static PyObject *__pyx_tuple__19; static PyObject *__pyx_tuple__20; -static PyObject *__pyx_tuple__21; +static PyObject *__pyx_tuple__22; static PyObject *__pyx_tuple__23; static PyObject *__pyx_tuple__24; static PyObject *__pyx_tuple__25; static PyObject *__pyx_tuple__26; -static PyObject *__pyx_tuple__27; -static PyObject *__pyx_codeobj__22; +static PyObject *__pyx_codeobj__21; /* "polylearn/cd_direct_fast.pyx":19 * * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< * double[:, :, ::1] P, - * int order, + * Py_ssize_t order, */ -static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_P, int __pyx_v_order, double *__pyx_v_out, int __pyx_v_s, int __pyx_v_degree) { - unsigned int __pyx_v_n_samples; - unsigned int __pyx_v_n_features; +static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_P, Py_ssize_t __pyx_v_order, double *__pyx_v_out, Py_ssize_t __pyx_v_s, Py_ssize_t __pyx_v_degree) { + Py_ssize_t __pyx_v_n_samples; + Py_ssize_t __pyx_v_n_features; double *__pyx_v_data; int *__pyx_v_indices; int __pyx_v_n_nz; - unsigned int __pyx_v_i; - unsigned int __pyx_v_j; - unsigned int __pyx_v_ii; + Py_ssize_t __pyx_v_i; + Py_ssize_t __pyx_v_j; + Py_ssize_t __pyx_v_ii; __Pyx_RefNannyDeclarations - unsigned int __pyx_t_1; - unsigned int __pyx_t_2; + Py_ssize_t __pyx_t_1; + Py_ssize_t __pyx_t_2; int __pyx_t_3; - unsigned int __pyx_t_4; - unsigned int __pyx_t_5; + Py_ssize_t __pyx_t_4; + Py_ssize_t __pyx_t_5; Py_ssize_t __pyx_t_6; Py_ssize_t __pyx_t_7; - size_t __pyx_t_8; + Py_ssize_t __pyx_t_8; __Pyx_RefNannySetupContext("_precompute", 0); /* "polylearn/cd_direct_fast.pyx":26 - * int degree): + * Py_ssize_t degree): * - * cdef unsigned int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef unsigned int n_features = P.shape[2] + * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_features = P.shape[2] * */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); /* "polylearn/cd_direct_fast.pyx":27 * - * cdef unsigned int n_samples = X.get_n_samples() - * cdef unsigned int n_features = P.shape[2] # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_samples = X.get_n_samples() + * cdef Py_ssize_t n_features = P.shape[2] # <<<<<<<<<<<<<< * * # Data pointers */ __pyx_v_n_features = (__pyx_v_P.shape[2]); /* "polylearn/cd_direct_fast.pyx":36 - * cdef unsigned int i, j, ii + * cdef Py_ssize_t i, j, ii * * for i in range(n_samples): # <<<<<<<<<<<<<< * out[i] = 0 @@ -2221,7 +2207,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< * double[:, :, ::1] P, - * int order, + * Py_ssize_t order, */ /* function exit code */ @@ -2236,19 +2222,19 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li * int n_nz, */ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, unsigned int __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, Py_ssize_t __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { double __pyx_v_l1_reg; - unsigned int __pyx_v_i; - unsigned int __pyx_v_ii; + Py_ssize_t __pyx_v_i; + Py_ssize_t __pyx_v_ii; double __pyx_v_inv_step_size; double __pyx_v_grad_y; double __pyx_v_update; double __pyx_r; __Pyx_RefNannyDeclarations int __pyx_t_1; - unsigned int __pyx_t_2; - size_t __pyx_t_3; - size_t __pyx_t_4; + Py_ssize_t __pyx_t_2; + Py_ssize_t __pyx_t_3; + Py_ssize_t __pyx_t_4; int __pyx_t_5; __Pyx_RefNannySetupContext("_update", 0); @@ -2257,7 +2243,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * * cdef double l1_reg = 2 * beta * fabs(lam) # <<<<<<<<<<<<<< * - * cdef unsigned int i, ii + * cdef Py_ssize_t i, ii */ __pyx_v_l1_reg = ((2.0 * __pyx_v_beta) * fabs(__pyx_v_lam)); @@ -2483,23 +2469,23 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":138 +/* "polylearn/cd_direct_fast.pyx":96 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< - * unsigned int order, + * Py_ssize_t order, * ColumnDataset X, */ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice __pyx_v_P, unsigned int __pyx_v_order, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, double *__pyx_v_d1, double *__pyx_v_d2, unsigned int __pyx_v_degree, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss) { - unsigned int __pyx_v_s; - unsigned int __pyx_v_j; +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice __pyx_v_P, Py_ssize_t __pyx_v_order, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, double *__pyx_v_d1, double *__pyx_v_d2, Py_ssize_t __pyx_v_degree, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss) { + Py_ssize_t __pyx_v_s; + Py_ssize_t __pyx_v_j; double __pyx_v_p_old; double __pyx_v_update; double __pyx_v_offset; double __pyx_v_sum_viol; - unsigned int __pyx_v_n_components; - unsigned int __pyx_v_n_features; + Py_ssize_t __pyx_v_n_components; + Py_ssize_t __pyx_v_n_features; double *__pyx_v_data; int *__pyx_v_indices; int __pyx_v_n_nz; @@ -2507,56 +2493,56 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch int __pyx_v_i; double __pyx_r; __Pyx_RefNannyDeclarations - unsigned int __pyx_t_1; - unsigned int __pyx_t_2; + Py_ssize_t __pyx_t_1; + Py_ssize_t __pyx_t_2; int __pyx_t_3; - unsigned int __pyx_t_4; - unsigned int __pyx_t_5; - size_t __pyx_t_6; - size_t __pyx_t_7; - size_t __pyx_t_8; - size_t __pyx_t_9; - size_t __pyx_t_10; - size_t __pyx_t_11; - size_t __pyx_t_12; + Py_ssize_t __pyx_t_4; + Py_ssize_t __pyx_t_5; + Py_ssize_t __pyx_t_6; + Py_ssize_t __pyx_t_7; + Py_ssize_t __pyx_t_8; + Py_ssize_t __pyx_t_9; + Py_ssize_t __pyx_t_10; + Py_ssize_t __pyx_t_11; + Py_ssize_t __pyx_t_12; int __pyx_t_13; int __pyx_t_14; int __pyx_t_15; - size_t __pyx_t_16; - size_t __pyx_t_17; - size_t __pyx_t_18; - size_t __pyx_t_19; + Py_ssize_t __pyx_t_16; + Py_ssize_t __pyx_t_17; + Py_ssize_t __pyx_t_18; + Py_ssize_t __pyx_t_19; Py_ssize_t __pyx_t_20; __Pyx_RefNannySetupContext("_cd_direct_epoch", 0); - /* "polylearn/cd_direct_fast.pyx":152 - * cdef unsigned int s, j + /* "polylearn/cd_direct_fast.pyx":110 + * cdef Py_ssize_t s, j * cdef double p_old, update, offset * cdef double sum_viol = 0 # <<<<<<<<<<<<<< - * cdef unsigned int n_components = P.shape[1] - * cdef unsigned int n_features = P.shape[2] + * cdef Py_ssize_t n_components = P.shape[1] + * cdef Py_ssize_t n_features = P.shape[2] */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":153 + /* "polylearn/cd_direct_fast.pyx":111 * cdef double p_old, update, offset * cdef double sum_viol = 0 - * cdef unsigned int n_components = P.shape[1] # <<<<<<<<<<<<<< - * cdef unsigned int n_features = P.shape[2] + * cdef Py_ssize_t n_components = P.shape[1] # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_features = P.shape[2] * */ __pyx_v_n_components = (__pyx_v_P.shape[1]); - /* "polylearn/cd_direct_fast.pyx":154 + /* "polylearn/cd_direct_fast.pyx":112 * cdef double sum_viol = 0 - * cdef unsigned int n_components = P.shape[1] - * cdef unsigned int n_features = P.shape[2] # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_components = P.shape[1] + * cdef Py_ssize_t n_features = P.shape[2] # <<<<<<<<<<<<<< * * # Data pointers */ __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":161 + /* "polylearn/cd_direct_fast.pyx":119 * cdef int n_nz * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2567,7 +2553,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":164 + /* "polylearn/cd_direct_fast.pyx":122 * * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) # <<<<<<<<<<<<<< @@ -2576,7 +2562,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d1, __pyx_v_s, 1); - /* "polylearn/cd_direct_fast.pyx":165 + /* "polylearn/cd_direct_fast.pyx":123 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2586,7 +2572,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":166 + /* "polylearn/cd_direct_fast.pyx":124 * _precompute(X, P, order, d1, s, 1) * if degree == 3: * _precompute(X, P, order, d2, s, 2) # <<<<<<<<<<<<<< @@ -2595,7 +2581,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d2, __pyx_v_s, 2); - /* "polylearn/cd_direct_fast.pyx":165 + /* "polylearn/cd_direct_fast.pyx":123 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2604,7 +2590,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ } - /* "polylearn/cd_direct_fast.pyx":168 + /* "polylearn/cd_direct_fast.pyx":126 * _precompute(X, P, order, d2, s, 2) * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2615,7 +2601,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_direct_fast.pyx":170 + /* "polylearn/cd_direct_fast.pyx":128 * for j in range(n_features): * * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2624,7 +2610,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":173 + /* "polylearn/cd_direct_fast.pyx":131 * * # compute coordinate update * p_old = P[order, s, j] # <<<<<<<<<<<<<< @@ -2636,7 +2622,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_8 = __pyx_v_j; __pyx_v_p_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_6 * __pyx_v_P.strides[0]) ) + __pyx_t_7 * __pyx_v_P.strides[1]) )) + __pyx_t_8)) ))); - /* "polylearn/cd_direct_fast.pyx":175 + /* "polylearn/cd_direct_fast.pyx":133 * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) # <<<<<<<<<<<<<< @@ -2645,7 +2631,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_t_9 = __pyx_v_s; - /* "polylearn/cd_direct_fast.pyx":174 + /* "polylearn/cd_direct_fast.pyx":132 * # compute coordinate update * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, # <<<<<<<<<<<<<< @@ -2654,7 +2640,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_update = __pyx_f_9polylearn_14cd_direct_fast__update(__pyx_v_indices, __pyx_v_data, __pyx_v_n_nz, __pyx_v_p_old, __pyx_v_y, __pyx_v_y_pred, __pyx_v_loss, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, (*((double *) ( /* dim=0 */ (__pyx_v_lams.data + __pyx_t_9 * __pyx_v_lams.strides[0]) ))), __pyx_v_beta); - /* "polylearn/cd_direct_fast.pyx":176 + /* "polylearn/cd_direct_fast.pyx":134 * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update # <<<<<<<<<<<<<< @@ -2666,7 +2652,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_12 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_10 * __pyx_v_P.strides[0]) ) + __pyx_t_11 * __pyx_v_P.strides[1]) )) + __pyx_t_12)) )) -= __pyx_v_update; - /* "polylearn/cd_direct_fast.pyx":177 + /* "polylearn/cd_direct_fast.pyx":135 * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2675,7 +2661,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_direct_fast.pyx":180 + /* "polylearn/cd_direct_fast.pyx":138 * * # Synchronize predictions and ds * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2686,7 +2672,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) { __pyx_v_ii = __pyx_t_14; - /* "polylearn/cd_direct_fast.pyx":181 + /* "polylearn/cd_direct_fast.pyx":139 * # Synchronize predictions and ds * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2695,7 +2681,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":182 + /* "polylearn/cd_direct_fast.pyx":140 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2705,7 +2691,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 2) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":183 + /* "polylearn/cd_direct_fast.pyx":141 * i = indices[ii] * if degree == 2: * offset = d1[i] - p_old * data[ii] # <<<<<<<<<<<<<< @@ -2714,7 +2700,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":182 + /* "polylearn/cd_direct_fast.pyx":140 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2724,7 +2710,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch goto __pyx_L10; } - /* "polylearn/cd_direct_fast.pyx":185 + /* "polylearn/cd_direct_fast.pyx":143 * offset = d1[i] - p_old * data[ii] * else: * offset = d1[i] ** 2 - d2[i] # <<<<<<<<<<<<<< @@ -2734,7 +2720,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch /*else*/ { __pyx_v_offset = (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i])); - /* "polylearn/cd_direct_fast.pyx":186 + /* "polylearn/cd_direct_fast.pyx":144 * else: * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 # <<<<<<<<<<<<<< @@ -2743,7 +2729,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset * 0.5); - /* "polylearn/cd_direct_fast.pyx":187 + /* "polylearn/cd_direct_fast.pyx":145 * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] # <<<<<<<<<<<<<< @@ -2752,7 +2738,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset - ((__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":188 + /* "polylearn/cd_direct_fast.pyx":146 * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] * offset += p_old ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2761,7 +2747,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset + (pow(__pyx_v_p_old, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_direct_fast.pyx":190 + /* "polylearn/cd_direct_fast.pyx":148 * offset += p_old ** 2 * data[ii] ** 2 * * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2776,7 +2762,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } __pyx_L10:; - /* "polylearn/cd_direct_fast.pyx":192 + /* "polylearn/cd_direct_fast.pyx":150 * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 * * d1[i] -= update * data[ii] # <<<<<<<<<<<<<< @@ -2786,7 +2772,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_15 = __pyx_v_i; (__pyx_v_d1[__pyx_t_15]) = ((__pyx_v_d1[__pyx_t_15]) - (__pyx_v_update * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":193 + /* "polylearn/cd_direct_fast.pyx":151 * * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] # <<<<<<<<<<<<<< @@ -2800,7 +2786,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } } - /* "polylearn/cd_direct_fast.pyx":194 + /* "polylearn/cd_direct_fast.pyx":152 * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] * return sum_viol # <<<<<<<<<<<<<< @@ -2810,11 +2796,11 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_r = __pyx_v_sum_viol; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":138 + /* "polylearn/cd_direct_fast.pyx":96 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< - * unsigned int order, + * Py_ssize_t order, * ColumnDataset X, */ @@ -2824,7 +2810,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":197 +/* "polylearn/cd_direct_fast.pyx":155 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2843,15 +2829,15 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ __Pyx_memviewslice __pyx_v_y = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_memviewslice __pyx_v_y_pred = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_memviewslice __pyx_v_lams = { 0, 0, { 0 }, { 0 }, { 0 } }; - unsigned int __pyx_v_degree; + Py_ssize_t __pyx_v_degree; double __pyx_v_alpha; double __pyx_v_beta; int __pyx_v_fit_linear; int __pyx_v_fit_lower; struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss = 0; - unsigned int __pyx_v_max_iter; + Py_ssize_t __pyx_v_max_iter; double __pyx_v_tol; - unsigned int __pyx_v_verbose; + int __pyx_v_verbose; CYTHON_UNUSED int __pyx_v_compute_loss; int __pyx_lineno = 0; const char *__pyx_filename = NULL; @@ -2894,86 +2880,86 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lams)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_degree)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 10: if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_linear)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 11: if (likely((values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_lower)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 12: if (likely((values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 13: if (likely((values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 16: if (likely((values[16] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_compute_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 17) { goto __pyx_L5_argtuple_error; @@ -2996,34 +2982,34 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ values[15] = PyTuple_GET_ITEM(__pyx_args, 15); values[16] = PyTuple_GET_ITEM(__pyx_args, 16); } - __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[2]); - __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); 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goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyIndex_AsSsize_t(values[7]); if (unlikely((__pyx_v_degree == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[12]); - __pyx_v_max_iter = __Pyx_PyInt_As_unsigned_int(values[13]); if (unlikely((__pyx_v_max_iter == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_unsigned_int(values[15]); if (unlikely((__pyx_v_verbose == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[16]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyIndex_AsSsize_t(values[13]); if (unlikely((__pyx_v_max_iter == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[16]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_direct_fast._cd_direct_ho", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(__pyx_self, __pyx_v_P, __pyx_v_w, __pyx_v_X, __pyx_v_col_norm_sq, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_degree, __pyx_v_alpha, __pyx_v_beta, __pyx_v_fit_linear, __pyx_v_fit_lower, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose, __pyx_v_compute_loss); /* function exit code */ @@ -3035,9 +3021,9 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ return __pyx_r; } -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, unsigned int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { - unsigned int __pyx_v_n_samples; - unsigned int __pyx_v_it; +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, Py_ssize_t __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, Py_ssize_t __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { + Py_ssize_t __pyx_v_n_samples; + Py_ssize_t __pyx_v_it; double __pyx_v_viol; int __pyx_v_converged; double *__pyx_v_d1; @@ -3045,8 +3031,8 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; - unsigned int __pyx_t_2; - unsigned int __pyx_t_3; + Py_ssize_t __pyx_t_2; + Py_ssize_t __pyx_t_3; int __pyx_t_4; PyObject *__pyx_t_5 = NULL; PyObject *__pyx_t_6 = NULL; @@ -3056,16 +3042,16 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_direct_ho", 0); - /* "polylearn/cd_direct_fast.pyx":215 + /* "polylearn/cd_direct_fast.pyx":173 * bint compute_loss): * - * cdef unsigned int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef unsigned int it + * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< + * cdef Py_ssize_t it * */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_direct_fast.pyx":219 + /* "polylearn/cd_direct_fast.pyx":177 * * cdef double viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -3074,7 +3060,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_converged = 0; - /* "polylearn/cd_direct_fast.pyx":222 + /* "polylearn/cd_direct_fast.pyx":180 * * # precomputed values * cdef double *d1 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3083,7 +3069,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d1 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":224 + /* "polylearn/cd_direct_fast.pyx":182 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3093,7 +3079,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":225 + /* "polylearn/cd_direct_fast.pyx":183 * cdef double *d2 * if degree == 3: * d2 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3102,7 +3088,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d2 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":224 + /* "polylearn/cd_direct_fast.pyx":182 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3111,7 +3097,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":227 + /* "polylearn/cd_direct_fast.pyx":185 * d2 = malloc(n_samples * sizeof(double)) * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -3122,7 +3108,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_it = __pyx_t_3; - /* "polylearn/cd_direct_fast.pyx":228 + /* "polylearn/cd_direct_fast.pyx":186 * * for it in range(max_iter): * viol = 0 # <<<<<<<<<<<<<< @@ -3131,7 +3117,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":230 + /* "polylearn/cd_direct_fast.pyx":188 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -3141,7 +3127,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = (__pyx_v_fit_linear != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":231 + /* "polylearn/cd_direct_fast.pyx":189 * * if fit_linear: * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) # <<<<<<<<<<<<<< @@ -3150,7 +3136,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = (__pyx_v_viol + __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__pyx_v_w, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_col_norm_sq, __pyx_v_alpha, __pyx_v_loss, 0)); - /* "polylearn/cd_direct_fast.pyx":230 + /* "polylearn/cd_direct_fast.pyx":188 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -3159,7 +3145,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":233 + /* "polylearn/cd_direct_fast.pyx":191 * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) * * if fit_lower and degree == 3: # fit degree 2. 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__Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__12, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -9212,7 +9183,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * else: * if len(self.view.format) == 1: */ - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_Raise(__pyx_t_6, 0, 0, 0); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; @@ -10042,7 +10013,7 @@ static 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__Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__16, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__15, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_3; @@ -11499,9 +11470,9 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __Pyx_GOTREF(__pyx_t_7); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__17); - __Pyx_GIVEREF(__pyx_slice__17); - PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__17); + __Pyx_INCREF(__pyx_slice__16); + __Pyx_GIVEREF(__pyx_slice__16); + PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__16); } } __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -11534,7 +11505,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: */ /*else*/ { - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__18); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__17); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L7:; @@ -11679,9 +11650,9 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __Pyx_GOTREF(__pyx_t_3); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__19); - __Pyx_GIVEREF(__pyx_slice__19); - PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__19); + __Pyx_INCREF(__pyx_slice__18); + __Pyx_GIVEREF(__pyx_slice__18); + PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__18); } } __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -11808,7 +11779,7 @@ static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __ * * */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 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sizeof(__pyx_k_enumerate), 0, 0, 1, 1}, {&__pyx_n_s_error, __pyx_k_error, sizeof(__pyx_k_error), 0, 0, 1, 1}, {&__pyx_n_s_fit_linear, __pyx_k_fit_linear, sizeof(__pyx_k_fit_linear), 0, 0, 1, 1}, @@ -17875,7 +17844,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { }; static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -17900,9 +17869,9 @@ static int __Pyx_InitCachedConstants(void) { * * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) */ - __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); + __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple_); + __Pyx_GIVEREF(__pyx_tuple_); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":222 * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) @@ -17911,9 +17880,9 @@ static int __Pyx_InitCachedConstants(void) { * * info.buf = PyArray_DATA(self) */ - __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); + __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__2); + __Pyx_GIVEREF(__pyx_tuple__2); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":259 * if ((descr.byteorder == c'>' and little_endian) or @@ -17922,9 +17891,9 @@ static int __Pyx_InitCachedConstants(void) { * if t == NPY_BYTE: f = "b" * elif t == NPY_UBYTE: f = "B" */ - __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); + __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__3); + __Pyx_GIVEREF(__pyx_tuple__3); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":799 * @@ -17933,9 +17902,9 @@ static int __Pyx_InitCachedConstants(void) { * * if ((child.byteorder == c'>' and little_endian) or */ - __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); + __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__4); + __Pyx_GIVEREF(__pyx_tuple__4); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":803 * if ((child.byteorder == c'>' and little_endian) or @@ -17944,9 +17913,9 @@ static int __Pyx_InitCachedConstants(void) { * # One could encode it in the format string and have Cython * # complain instead, BUT: < and > in format strings also imply */ - __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if 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= PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__6); + __Pyx_GIVEREF(__pyx_tuple__6); /* "View.MemoryView":129 * @@ -17966,9 +17935,9 @@ static int __Pyx_InitCachedConstants(void) { * * if itemsize <= 0: */ - __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); + __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__7); + __Pyx_GIVEREF(__pyx_tuple__7); /* "View.MemoryView":132 * @@ -17977,9 +17946,9 @@ static int 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__Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); + __pyx_tuple__9 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__9); + __Pyx_GIVEREF(__pyx_tuple__9); /* "View.MemoryView":144 * @@ -17999,9 +17968,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); + __pyx_tuple__10 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__10); + __Pyx_GIVEREF(__pyx_tuple__10); /* "View.MemoryView":172 * self.data = malloc(self.len) @@ -18010,9 +17979,9 @@ static int __Pyx_InitCachedConstants(void) { * * if self.dtype_is_object: */ - __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); + __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__11); + __Pyx_GIVEREF(__pyx_tuple__11); /* "View.MemoryView":188 * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS @@ -18021,9 +17990,9 @@ static int __Pyx_InitCachedConstants(void) { * info.buf = self.data * info.len = self.len */ - __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); + __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__12); + __Pyx_GIVEREF(__pyx_tuple__12); /* "View.MemoryView":447 * result = struct.unpack(self.view.format, bytesitem) @@ -18032,9 +18001,9 @@ static int __Pyx_InitCachedConstants(void) { * else: * if len(self.view.format) == 1: */ - __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); + __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__13); + __Pyx_GIVEREF(__pyx_tuple__13); /* "View.MemoryView":523 * if self.view.strides == NULL: @@ -18043,9 +18012,9 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__15); - __Pyx_GIVEREF(__pyx_tuple__15); + __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__14); + __Pyx_GIVEREF(__pyx_tuple__14); /* "View.MemoryView":531 * def 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PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__17); - __Pyx_GIVEREF(__pyx_slice__17); + __pyx_slice__16 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__16); + __Pyx_GIVEREF(__pyx_slice__16); /* "View.MemoryView":643 * seen_ellipsis = True @@ -18079,9 +18048,9 @@ static int __Pyx_InitCachedConstants(void) { * have_slices = True * else: */ - __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); + __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__17); + __Pyx_GIVEREF(__pyx_slice__17); /* "View.MemoryView":654 * nslices = ndim - len(result) @@ -18090,9 +18059,9 @@ static int __Pyx_InitCachedConstants(void) { * * return have_slices or nslices, tuple(result) */ - __pyx_slice__19 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__19); - __Pyx_GIVEREF(__pyx_slice__19); + __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__18); + __Pyx_GIVEREF(__pyx_slice__18); /* "View.MemoryView":661 * for suboffset in suboffsets[:ndim]: @@ -18101,21 +18070,21 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__20); - __Pyx_GIVEREF(__pyx_tuple__20); + __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__19); + __Pyx_GIVEREF(__pyx_tuple__19); - /* "polylearn/cd_direct_fast.pyx":197 + /* "polylearn/cd_direct_fast.pyx":155 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_tuple__21 = PyTuple_Pack(23, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__21); - __Pyx_GIVEREF(__pyx_tuple__21); - __pyx_codeobj__22 = (PyObject*)__Pyx_PyCode_New(17, 0, 23, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__21, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 197, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__20 = PyTuple_Pack(23, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__20); + __Pyx_GIVEREF(__pyx_tuple__20); + __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(17, 0, 23, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 155, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -18124,9 +18093,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__23); - __Pyx_GIVEREF(__pyx_tuple__23); + __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__22); + __Pyx_GIVEREF(__pyx_tuple__22); /* "View.MemoryView":279 * @@ -18135,9 +18104,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect = Enum("") * */ - __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__24); - __Pyx_GIVEREF(__pyx_tuple__24); + __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__23); + __Pyx_GIVEREF(__pyx_tuple__23); /* "View.MemoryView":280 * cdef generic = Enum("") @@ -18146,9 +18115,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__25); - __Pyx_GIVEREF(__pyx_tuple__25); + __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__24); + __Pyx_GIVEREF(__pyx_tuple__24); /* "View.MemoryView":283 * @@ -18157,9 +18126,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef 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__pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__26); + __Pyx_GIVEREF(__pyx_tuple__26); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -18346,16 +18315,16 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_direct_fast.pyx":197 + /* "polylearn/cd_direct_fast.pyx":155 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; /* "polylearn/cd_direct_fast.pyx":1 @@ -18388,7 +18357,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(generic); __Pyx_DECREF_SET(generic, __pyx_t_2); @@ -18402,7 +18371,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * cdef indirect = Enum("") * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(strided); __Pyx_DECREF_SET(strided, __pyx_t_2); @@ -18416,7 +18385,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(indirect); __Pyx_DECREF_SET(indirect, __pyx_t_2); @@ -18430,7 +18399,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * cdef indirect_contiguous = Enum("") * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(contiguous); __Pyx_DECREF_SET(contiguous, __pyx_t_2); @@ -18444,7 +18413,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(indirect_contiguous); __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_2); @@ -18722,40 +18691,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg } #endif -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { -#else - if (likely(PyCFunction_Check(func))) { -#endif - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); -} -#endif - static CYTHON_INLINE int __Pyx_IsLittleEndian(void) { unsigned int n = 1; return *(unsigned char*)(&n) != 0; @@ -20223,6 +20158,25 @@ static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, #endif } +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { + PyObject *self, *result; + PyCFunction cfunc; + cfunc = PyCFunction_GET_FUNCTION(func); + self = PyCFunction_GET_SELF(func); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = cfunc(self, arg); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; @@ -20475,7 +20429,7 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { #endif - static int + static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) { int i; @@ -20761,242 +20715,6 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_dou return (target_type) value;\ } -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { - const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(unsigned int) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (unsigned int) val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (unsigned int) 0; - case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0]) - case 2: - if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) { - return (unsigned int) (((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) { - return (unsigned int) (((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) { - return (unsigned int) (((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) - return (unsigned int) -1; - if (unlikely(result == 1)) - goto raise_neg_overflow; - } -#endif - if (sizeof(unsigned int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned long, PyLong_AsUnsignedLong(x)) - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (unsigned int) 0; - case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) digits[0]) - case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) - case -2: - if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - return (unsigned int) (((unsigned int)-1)*(((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - return (unsigned int) ((((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - return (unsigned int) (((unsigned int)-1)*(((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - return (unsigned int) ((((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { - return (unsigned int) (((unsigned int)-1)*(((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { - return (unsigned int) ((((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(unsigned int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x)) - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x)) - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); -#else - unsigned int val; - PyObject *v = __Pyx_PyNumber_Int(x); - #if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } - #endif - if (likely(v)) { - int one = 1; int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray((PyLongObject *)v, - bytes, sizeof(val), - is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) - return val; - } -#endif - return (unsigned int) -1; - } - } else { - unsigned int val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned int) -1; - val = __Pyx_PyInt_As_unsigned_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to unsigned int"); - return (unsigned int) -1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned int"); - return (unsigned int) -1; -} - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { - const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(unsigned int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(unsigned int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(unsigned int), - little, !is_unsigned); - } -} - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { - const int neg_one = (int) -1, const_zero = (int) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); - } -} - static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; @@ -21181,28 +20899,28 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { return (int) -1; } -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { - const long neg_one = (long) -1, const_zero = (long) 0; +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; if (is_unsigned) { - if (sizeof(long) < sizeof(long)) { + if (sizeof(int) < sizeof(long)) { return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(unsigned long)) { + } else if (sizeof(int) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); } } else { - if (sizeof(long) <= sizeof(long)) { + if (sizeof(int) <= sizeof(long)) { return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { int one = 1; int little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), + return _PyLong_FromByteArray(bytes, sizeof(int), little, !is_unsigned); } } @@ -21608,6 +21326,32 @@ __pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) return cobj; } +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = (long) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(long) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { const char neg_one = (char) -1, const_zero = (char) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index 33fd63d..e1ac8e4 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -18,20 +18,20 @@ from .cd_linear_fast cimport _cd_linear_epoch cdef void _precompute(ColumnDataset X, double[:, :, ::1] P, - int order, + Py_ssize_t order, double* out, - int s, - int degree): + Py_ssize_t s, + Py_ssize_t degree): - cdef unsigned int n_samples = X.get_n_samples() - cdef unsigned int n_features = P.shape[2] + cdef Py_ssize_t n_samples = X.get_n_samples() + cdef Py_ssize_t n_features = P.shape[2] # Data pointers cdef double* data cdef int* indices cdef int n_nz - cdef unsigned int i, j, ii + cdef Py_ssize_t i, j, ii for i in range(n_samples): out[i] = 0 @@ -52,13 +52,13 @@ cdef inline double _update(int* indices, LossFunction loss, double* d1, double* d2, - unsigned int degree, + Py_ssize_t degree, double lam, double beta): cdef double l1_reg = 2 * beta * fabs(lam) - cdef unsigned int i, ii + cdef Py_ssize_t i, ii cdef double inv_step_size @@ -93,65 +93,23 @@ cdef inline double _update(int* indices, return update -# cdef double _total_loss(np.ndarray[double, ndim=1] y, -# np.ndarray[double, ndim=1] y_pred, -# np.ndarray[double, ndim=3, mode='c'] P, -# np.ndarray[double, ndim=1] lams, -# np.ndarray[double, ndim=1] w, -# double alpha, -# double beta, -# LossFunction loss): -# -# cdef double result = 0 -# cdef double linear = 0 -# cdef double row_norm -# -# cdef int n_orders = P.shape[0] -# cdef int n_components = P.shape[1] -# cdef int n_features = P.shape[2] -# cdef int n_samples = y.shape[0] -# -# cdef int i, s, j -# -# # regularization -# for o in range(n_orders): -# for s in range(n_components): -# row_norm = 0 -# for j in range(n_features): -# row_norm += P[o, s, j] ** 2 -# result += row_norm * lams[s] -# result *= beta -# -# for j in range(n_features): -# linear += w[j] ** 2 -# -# linear *= alpha -# -# result += linear -# -# for i in range(n_samples): -# result += loss.loss(y_pred[i], y[i]) -# -# return result - - cdef inline double _cd_direct_epoch(double[:, :, ::1] P, - unsigned int order, + Py_ssize_t order, ColumnDataset X, double[:] y, double[:] y_pred, double[:] lams, double* d1, double* d2, - unsigned int degree, + Py_ssize_t degree, double beta, LossFunction loss): - cdef unsigned int s, j + cdef Py_ssize_t s, j cdef double p_old, update, offset cdef double sum_viol = 0 - cdef unsigned int n_components = P.shape[1] - cdef unsigned int n_features = P.shape[2] + cdef Py_ssize_t n_components = P.shape[1] + cdef Py_ssize_t n_features = P.shape[2] # Data pointers cdef double* data @@ -201,19 +159,19 @@ def _cd_direct_ho(double[:, :, ::1] P, double[:] y, double[:] y_pred, double[:] lams, - unsigned int degree, + Py_ssize_t degree, double alpha, double beta, bint fit_linear, bint fit_lower, LossFunction loss, - unsigned int max_iter, + Py_ssize_t max_iter, double tol, - unsigned int verbose, + int verbose, bint compute_loss): - cdef unsigned int n_samples = X.get_n_samples() - cdef unsigned int it + cdef Py_ssize_t n_samples = X.get_n_samples() + cdef Py_ssize_t it cdef double viol cdef bint converged = False @@ -238,11 +196,7 @@ def _cd_direct_ho(double[:, :, ::1] P, degree, beta, loss) if verbose: - print("Iteration", it + 1, "violation sum", viol, end=" ") - # if compute_loss: - # print("loss", _total_loss(y_pred, y, P, lams, w, alpha, beta, - # loss), end="") - print() + print("Iteration", it + 1, "violation sum", viol) if viol < tol: if verbose: From 48dc18776e303210aadf96072f7ae5ee7ce213b4 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 25 Jul 2016 11:17:56 -0400 Subject: [PATCH 05/19] Be more rigurous with size types --- polylearn/cd_direct_fast.cpp | 316 +++++++++++-- polylearn/cd_direct_fast.pyx | 30 +- polylearn/cd_lifted_fast.cpp | 878 ++++++++++++++++++++--------------- polylearn/cd_lifted_fast.pyx | 67 +-- polylearn/cd_linear_fast.cpp | 438 ++++++++--------- polylearn/cd_linear_fast.pyx | 4 +- 6 files changed, 1031 insertions(+), 702 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index 1094495..e9d4892 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -1534,10 +1534,16 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); + static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + #if CYTHON_CCOMPLEX #ifdef __cplusplus #define __Pyx_CREAL(z) ((z).real()) @@ -1653,8 +1659,6 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); - static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); @@ -1743,9 +1747,9 @@ static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; -static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, Py_ssize_t, double *, Py_ssize_t, Py_ssize_t); /*proto*/ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, Py_ssize_t, double, double); /*proto*/ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, Py_ssize_t, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, Py_ssize_t, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ +static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, Py_ssize_t, double *, Py_ssize_t, unsigned int); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, unsigned int, double, double); /*proto*/ +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, Py_ssize_t, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, unsigned int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ static void *__pyx_align_pointer(void *, size_t); /*proto*/ static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ @@ -2011,7 +2015,7 @@ static PyObject *__pyx_kp_u_violation_sum; static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, Py_ssize_t __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, Py_ssize_t __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ @@ -2088,7 +2092,7 @@ static PyObject *__pyx_codeobj__21; * Py_ssize_t order, */ -static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_P, Py_ssize_t __pyx_v_order, double *__pyx_v_out, Py_ssize_t __pyx_v_s, Py_ssize_t __pyx_v_degree) { +static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_P, Py_ssize_t __pyx_v_order, double *__pyx_v_out, Py_ssize_t __pyx_v_s, unsigned int __pyx_v_degree) { Py_ssize_t __pyx_v_n_samples; Py_ssize_t __pyx_v_n_features; double *__pyx_v_data; @@ -2109,7 +2113,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li __Pyx_RefNannySetupContext("_precompute", 0); /* "polylearn/cd_direct_fast.pyx":26 - * Py_ssize_t degree): + * unsigned int degree): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< * cdef Py_ssize_t n_features = P.shape[2] @@ -2222,7 +2226,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li * int n_nz, */ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, Py_ssize_t __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__pyx_v_indices, double *__pyx_v_data, int __pyx_v_n_nz, double __pyx_v_p_js, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, double *__pyx_v_d1, double *__pyx_v_d2, unsigned int __pyx_v_degree, double __pyx_v_lam, double __pyx_v_beta) { double __pyx_v_l1_reg; Py_ssize_t __pyx_v_i; Py_ssize_t __pyx_v_ii; @@ -2473,11 +2477,11 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< - * Py_ssize_t order, - * ColumnDataset X, + * Py_ssize_t order, + * ColumnDataset X, */ -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice __pyx_v_P, Py_ssize_t __pyx_v_order, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, double *__pyx_v_d1, double *__pyx_v_d2, Py_ssize_t __pyx_v_degree, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss) { +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice __pyx_v_P, Py_ssize_t __pyx_v_order, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, double *__pyx_v_d1, double *__pyx_v_d2, unsigned int __pyx_v_degree, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss) { Py_ssize_t __pyx_v_s; Py_ssize_t __pyx_v_j; double __pyx_v_p_old; @@ -2800,8 +2804,8 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< - * Py_ssize_t order, - * ColumnDataset X, + * Py_ssize_t order, + * ColumnDataset X, */ /* function exit code */ @@ -2829,13 +2833,13 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ __Pyx_memviewslice __pyx_v_y = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_memviewslice __pyx_v_y_pred = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_memviewslice __pyx_v_lams = { 0, 0, { 0 }, { 0 }, { 0 } }; - Py_ssize_t __pyx_v_degree; + unsigned int __pyx_v_degree; double __pyx_v_alpha; double __pyx_v_beta; int __pyx_v_fit_linear; int __pyx_v_fit_lower; struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss = 0; - Py_ssize_t __pyx_v_max_iter; + unsigned int __pyx_v_max_iter; double __pyx_v_tol; int __pyx_v_verbose; CYTHON_UNUSED int __pyx_v_compute_loss; @@ -2989,13 +2993,13 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_degree = __Pyx_PyIndex_AsSsize_t(values[7]); if (unlikely((__pyx_v_degree == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[12]); - __pyx_v_max_iter = __Pyx_PyIndex_AsSsize_t(values[13]); if (unlikely((__pyx_v_max_iter == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_unsigned_int(values[13]); if (unlikely((__pyx_v_max_iter == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[16]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L3_error;} @@ -3021,9 +3025,9 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ return __pyx_r; } -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, Py_ssize_t __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, Py_ssize_t __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { Py_ssize_t __pyx_v_n_samples; - Py_ssize_t __pyx_v_it; + unsigned int __pyx_v_it; double __pyx_v_viol; int __pyx_v_converged; double *__pyx_v_d1; @@ -3031,8 +3035,8 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; - Py_ssize_t __pyx_t_2; - Py_ssize_t __pyx_t_3; + unsigned int __pyx_t_2; + unsigned int __pyx_t_3; int __pyx_t_4; PyObject *__pyx_t_5 = NULL; PyObject *__pyx_t_6 = NULL; @@ -3046,7 +3050,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE * bint compute_loss): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef Py_ssize_t it + * cdef unsigned int it * */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); @@ -3207,7 +3211,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE * * if viol < tol: */ - __pyx_t_5 = PyInt_FromSsize_t((__pyx_v_it + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_t_6 = PyFloat_FromDouble(__pyx_v_viol); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); @@ -3266,7 +3270,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE * converged = True * break */ - __pyx_t_6 = PyInt_FromSsize_t((__pyx_v_it + 1)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); @@ -20715,6 +20719,190 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_dou return (target_type) value;\ } +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { + const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(unsigned int) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (unsigned int) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (unsigned int) 0; + case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0]) + case 2: + if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) { + return (unsigned int) (((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) { + return (unsigned int) (((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) { + return (unsigned int) (((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (unsigned int) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(unsigned int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (unsigned int) 0; + case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) digits[0]) + case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) + case -2: + if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + return (unsigned int) ((((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + return (unsigned int) ((((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { + return (unsigned int) ((((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + } +#endif + if (sizeof(unsigned int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x)) + } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + unsigned int val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (unsigned int) -1; + } + } else { + unsigned int val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned int) -1; + val = __Pyx_PyInt_As_unsigned_int(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to unsigned int"); + return (unsigned int) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned int"); + return (unsigned int) -1; +} + static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; @@ -20925,6 +21113,58 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { } } +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { + const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(unsigned int) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(unsigned int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(unsigned int), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = (long) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(long) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + #if CYTHON_CCOMPLEX #ifdef __cplusplus static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { @@ -21326,32 +21566,6 @@ __pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) return cobj; } -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { - const long neg_one = (long) -1, const_zero = (long) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(long) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), - little, !is_unsigned); - } -} - static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { const char neg_one = (char) -1, const_zero = (char) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index e1ac8e4..e3610be 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -21,7 +21,7 @@ cdef void _precompute(ColumnDataset X, Py_ssize_t order, double* out, Py_ssize_t s, - Py_ssize_t degree): + unsigned int degree): cdef Py_ssize_t n_samples = X.get_n_samples() cdef Py_ssize_t n_features = P.shape[2] @@ -52,7 +52,7 @@ cdef inline double _update(int* indices, LossFunction loss, double* d1, double* d2, - Py_ssize_t degree, + unsigned int degree, double lam, double beta): @@ -94,16 +94,16 @@ cdef inline double _update(int* indices, cdef inline double _cd_direct_epoch(double[:, :, ::1] P, - Py_ssize_t order, - ColumnDataset X, - double[:] y, - double[:] y_pred, - double[:] lams, - double* d1, - double* d2, - Py_ssize_t degree, - double beta, - LossFunction loss): + Py_ssize_t order, + ColumnDataset X, + double[:] y, + double[:] y_pred, + double[:] lams, + double* d1, + double* d2, + unsigned int degree, + double beta, + LossFunction loss): cdef Py_ssize_t s, j cdef double p_old, update, offset @@ -159,19 +159,19 @@ def _cd_direct_ho(double[:, :, ::1] P, double[:] y, double[:] y_pred, double[:] lams, - Py_ssize_t degree, + unsigned int degree, double alpha, double beta, bint fit_linear, bint fit_lower, LossFunction loss, - Py_ssize_t max_iter, + unsigned int max_iter, double tol, int verbose, bint compute_loss): cdef Py_ssize_t n_samples = X.get_n_samples() - cdef Py_ssize_t it + cdef unsigned int it cdef double viol cdef bint converged = False diff --git a/polylearn/cd_lifted_fast.cpp b/polylearn/cd_lifted_fast.cpp index acc0f96..eb0d5c7 100644 --- a/polylearn/cd_lifted_fast.cpp +++ b/polylearn/cd_lifted_fast.cpp @@ -1309,16 +1309,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg #define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) #endif -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); -#endif - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); -#else -#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) -#endif - static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); @@ -1476,6 +1466,10 @@ static void __Pyx_WriteUnraisable(const char *name, int clineno, int lineno, const char *filename, int full_traceback, int nogil); +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); static int __Pyx_SetVtable(PyObject *dict, void *vtable); @@ -1544,6 +1538,8 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); #if CYTHON_CCOMPLEX @@ -1745,7 +1741,7 @@ static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, int __pyx_skip_dispatch); /*proto*/ -static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, int, int, double *); /*proto*/ +static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, Py_ssize_t, Py_ssize_t, double *); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ static void *__pyx_align_pointer(void *, size_t); /*proto*/ static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/ @@ -1793,7 +1789,6 @@ static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; -static char __pyx_k_[] = " "; static char __pyx_k_B[] = "B"; static char __pyx_k_H[] = "H"; static char __pyx_k_I[] = "I"; @@ -1822,7 +1817,6 @@ static char __pyx_k_id[] = "id"; static char __pyx_k_ii[] = "ii"; static char __pyx_k_it[] = "it"; static char __pyx_k_xi[] = "xi"; -static char __pyx_k_end[] = "end"; static char __pyx_k_obj[] = "obj"; static char __pyx_k_out[] = "out"; static char __pyx_k_tol[] = "tol"; @@ -1920,7 +1914,6 @@ static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; -static PyObject *__pyx_kp_u_; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; @@ -1962,7 +1955,6 @@ static PyObject *__pyx_n_s_data; static PyObject *__pyx_n_s_degree; static PyObject *__pyx_n_s_dtype_is_object; static PyObject *__pyx_n_s_encode; -static PyObject *__pyx_n_s_end; static PyObject *__pyx_n_s_enumerate; static PyObject *__pyx_n_s_error; static PyObject *__pyx_n_s_flags; @@ -2071,6 +2063,7 @@ static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyO static PyObject *__pyx_int_0; static PyObject *__pyx_int_1; static PyObject *__pyx_int_neg_1; +static PyObject *__pyx_tuple_; static PyObject *__pyx_tuple__2; static PyObject *__pyx_tuple__3; static PyObject *__pyx_tuple__4; @@ -2079,24 +2072,23 @@ static PyObject *__pyx_tuple__6; static PyObject *__pyx_tuple__7; static PyObject *__pyx_tuple__8; static PyObject *__pyx_tuple__9; +static PyObject *__pyx_slice__16; static PyObject *__pyx_slice__17; static PyObject *__pyx_slice__18; -static PyObject *__pyx_slice__19; static PyObject *__pyx_tuple__10; static PyObject *__pyx_tuple__11; static PyObject *__pyx_tuple__12; static PyObject *__pyx_tuple__13; static PyObject *__pyx_tuple__14; static PyObject *__pyx_tuple__15; -static PyObject *__pyx_tuple__16; +static PyObject *__pyx_tuple__19; static PyObject *__pyx_tuple__20; -static PyObject *__pyx_tuple__21; +static PyObject *__pyx_tuple__22; static PyObject *__pyx_tuple__23; static PyObject *__pyx_tuple__24; static PyObject *__pyx_tuple__25; static PyObject *__pyx_tuple__26; -static PyObject *__pyx_tuple__27; -static PyObject *__pyx_codeobj__22; +static PyObject *__pyx_codeobj__21; /* "polylearn/cd_lifted_fast.pyx":20 * @@ -2108,30 +2100,30 @@ static PyObject *__pyx_codeobj__22; static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_out, CYTHON_UNUSED int __pyx_skip_dispatch) { - int __pyx_v_degree; - int __pyx_v_n_components; - int __pyx_v_n_samples; - int __pyx_v_n_features; + Py_ssize_t __pyx_v_degree; + Py_ssize_t __pyx_v_n_components; + Py_ssize_t __pyx_v_n_samples; + Py_ssize_t __pyx_v_n_features; double *__pyx_v_data; int *__pyx_v_indices; int __pyx_v_n_nz; - int __pyx_v_i; - int __pyx_v_j; - int __pyx_v_ii; + Py_ssize_t __pyx_v_i; + Py_ssize_t __pyx_v_j; + Py_ssize_t __pyx_v_ii; double *__pyx_v_middle; double *__pyx_v_inner; - int __pyx_v_s; - int __pyx_v_t; + Py_ssize_t __pyx_v_s; + Py_ssize_t __pyx_v_t; __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - int __pyx_t_5; - int __pyx_t_6; + Py_ssize_t __pyx_t_1; + Py_ssize_t __pyx_t_2; + Py_ssize_t __pyx_t_3; + Py_ssize_t __pyx_t_4; + Py_ssize_t __pyx_t_5; + Py_ssize_t __pyx_t_6; int __pyx_t_7; - int __pyx_t_8; - int __pyx_t_9; + Py_ssize_t __pyx_t_8; + Py_ssize_t __pyx_t_9; Py_ssize_t __pyx_t_10; Py_ssize_t __pyx_t_11; Py_ssize_t __pyx_t_12; @@ -2141,41 +2133,41 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi /* "polylearn/cd_lifted_fast.pyx":29 * # but it's more memory efficient. * - * cdef int degree = U.shape[0] # <<<<<<<<<<<<<< - * cdef int n_components = U.shape[1] + * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_components = U.shape[1] * */ __pyx_v_degree = (__pyx_v_U.shape[0]); /* "polylearn/cd_lifted_fast.pyx":30 * - * cdef int degree = U.shape[0] - * cdef int n_components = U.shape[1] # <<<<<<<<<<<<<< + * cdef Py_ssize_t degree = U.shape[0] + * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< * - * cdef int n_samples = X.get_n_samples() + * cdef Py_ssize_t n_samples = X.get_n_samples() */ __pyx_v_n_components = (__pyx_v_U.shape[1]); /* "polylearn/cd_lifted_fast.pyx":32 - * cdef int n_components = U.shape[1] + * cdef Py_ssize_t n_components = U.shape[1] * - * cdef int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef int n_features = X.get_n_features() + * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_features = X.get_n_features() * */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); /* "polylearn/cd_lifted_fast.pyx":33 * - * cdef int n_samples = X.get_n_samples() - * cdef int n_features = X.get_n_features() # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_samples = X.get_n_samples() + * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< * * cdef double* data */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); /* "polylearn/cd_lifted_fast.pyx":41 - * cdef int i, j, ii + * cdef Py_ssize_t i, j, ii * * cdef double *middle = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< * cdef double *inner = malloc(n_samples * sizeof(double)) @@ -2329,8 +2321,8 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi * * for i in range(n_samples): */ - __pyx_t_7 = __pyx_v_i; - (__pyx_v_middle[__pyx_t_7]) = ((__pyx_v_middle[__pyx_t_7]) * (__pyx_v_inner[__pyx_v_i])); + __pyx_t_8 = __pyx_v_i; + (__pyx_v_middle[__pyx_t_8]) = ((__pyx_v_middle[__pyx_t_8]) * (__pyx_v_inner[__pyx_v_i])); } } @@ -2497,31 +2489,31 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHO * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, - * int s, + * Py_ssize_t s, */ -static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, int __pyx_v_s, int __pyx_v_t, double *__pyx_v_out) { - int __pyx_v_degree; - CYTHON_UNUSED int __pyx_v_n_components; - int __pyx_v_n_samples; - int __pyx_v_n_features; +static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, Py_ssize_t __pyx_v_s, Py_ssize_t __pyx_v_t, double *__pyx_v_out) { + Py_ssize_t __pyx_v_degree; + CYTHON_UNUSED Py_ssize_t __pyx_v_n_components; + Py_ssize_t __pyx_v_n_samples; + Py_ssize_t __pyx_v_n_features; double *__pyx_v_data; int *__pyx_v_indices; int __pyx_v_n_nz; - int __pyx_v_i; - int __pyx_v_j; - int __pyx_v_ii; + Py_ssize_t __pyx_v_i; + Py_ssize_t __pyx_v_j; + Py_ssize_t __pyx_v_ii; double *__pyx_v_inner; - int __pyx_v_t_prime; + Py_ssize_t __pyx_v_t_prime; __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; + Py_ssize_t __pyx_t_1; + Py_ssize_t __pyx_t_2; int __pyx_t_3; - int __pyx_t_4; - int __pyx_t_5; + Py_ssize_t __pyx_t_4; + Py_ssize_t __pyx_t_5; int __pyx_t_6; - int __pyx_t_7; - int __pyx_t_8; + Py_ssize_t __pyx_t_7; + Py_ssize_t __pyx_t_8; Py_ssize_t __pyx_t_9; Py_ssize_t __pyx_t_10; Py_ssize_t __pyx_t_11; @@ -2530,41 +2522,41 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ /* "polylearn/cd_lifted_fast.pyx":79 * double* out): * - * cdef int degree = U.shape[0] # <<<<<<<<<<<<<< - * cdef int n_components = U.shape[1] + * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_components = U.shape[1] * */ __pyx_v_degree = (__pyx_v_U.shape[0]); /* "polylearn/cd_lifted_fast.pyx":80 * - * cdef int degree = U.shape[0] - * cdef int n_components = U.shape[1] # <<<<<<<<<<<<<< + * cdef Py_ssize_t degree = U.shape[0] + * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< * - * cdef int n_samples = X.get_n_samples() + * cdef Py_ssize_t n_samples = X.get_n_samples() */ __pyx_v_n_components = (__pyx_v_U.shape[1]); /* "polylearn/cd_lifted_fast.pyx":82 - * cdef int n_components = U.shape[1] + * cdef Py_ssize_t n_components = U.shape[1] * - * cdef int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef int n_features = X.get_n_features() + * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_features = X.get_n_features() * */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); /* "polylearn/cd_lifted_fast.pyx":83 * - * cdef int n_samples = X.get_n_samples() - * cdef int n_features = X.get_n_features() # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_samples = X.get_n_samples() + * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< * * cdef double* data */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); /* "polylearn/cd_lifted_fast.pyx":91 - * cdef int i, j, ii + * cdef Py_ssize_t i, j, ii * * cdef double *inner = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< * @@ -2726,8 +2718,8 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ * free(inner) * */ - __pyx_t_6 = __pyx_v_i; - (__pyx_v_out[__pyx_t_6]) = ((__pyx_v_out[__pyx_t_6]) * (__pyx_v_inner[__pyx_v_i])); + __pyx_t_7 = __pyx_v_i; + (__pyx_v_out[__pyx_t_7]) = ((__pyx_v_out[__pyx_t_7]) * (__pyx_v_inner[__pyx_v_i])); } __pyx_L5_continue:; } @@ -2746,14 +2738,14 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, - * int s, + * Py_ssize_t s, */ /* function exit code */ __Pyx_RefNannyFinishContext(); } -/* "polylearn/cd_lifted_fast.pyx":141 +/* "polylearn/cd_lifted_fast.pyx":114 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2809,51 +2801,51 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_compute_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 10) { goto __pyx_L5_argtuple_error; @@ -2869,27 +2861,27 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py values[8] = PyTuple_GET_ITEM(__pyx_args, 8); values[9] = PyTuple_GET_ITEM(__pyx_args, 9); } - __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[1]); - __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[5]); - __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[9]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[9]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._cd_lifted", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_beta, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose, __pyx_v_compute_loss); /* function exit code */ @@ -2902,14 +2894,14 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py } static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { - int __pyx_v_n_samples; - int __pyx_v_n_features; - int __pyx_v_degree; - int __pyx_v_n_components; - int __pyx_v_it; - int __pyx_v_t; - int __pyx_v_s; - int __pyx_v_j; + Py_ssize_t __pyx_v_n_samples; + Py_ssize_t __pyx_v_n_features; + Py_ssize_t __pyx_v_degree; + Py_ssize_t __pyx_v_n_components; + Py_ssize_t __pyx_v_t; + Py_ssize_t __pyx_v_s; + Py_ssize_t __pyx_v_j; + unsigned int __pyx_v_it; double __pyx_v_sum_viol; int __pyx_v_converged; double __pyx_v_inv_step_size; @@ -2924,13 +2916,13 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - int __pyx_t_5; - int __pyx_t_6; - int __pyx_t_7; - int __pyx_t_8; + unsigned int __pyx_t_2; + Py_ssize_t __pyx_t_3; + Py_ssize_t __pyx_t_4; + Py_ssize_t __pyx_t_5; + Py_ssize_t __pyx_t_6; + Py_ssize_t __pyx_t_7; + Py_ssize_t __pyx_t_8; Py_ssize_t __pyx_t_9; Py_ssize_t __pyx_t_10; Py_ssize_t __pyx_t_11; @@ -2951,43 +2943,43 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_lifted", 0); - /* "polylearn/cd_lifted_fast.pyx":152 + /* "polylearn/cd_lifted_fast.pyx":125 * bint compute_loss): * - * cdef int n_samples = X.get_n_samples() # <<<<<<<<<<<<<< - * cdef int n_features = X.get_n_features() - * cdef int degree = U.shape[0] + * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_features = X.get_n_features() + * cdef Py_ssize_t degree = U.shape[0] */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":153 + /* "polylearn/cd_lifted_fast.pyx":126 * - * cdef int n_samples = X.get_n_samples() - * cdef int n_features = X.get_n_features() # <<<<<<<<<<<<<< - * cdef int degree = U.shape[0] - * cdef int n_components = U.shape[1] + * cdef Py_ssize_t n_samples = X.get_n_samples() + * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< + * cdef Py_ssize_t degree = U.shape[0] + * cdef Py_ssize_t n_components = U.shape[1] */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":154 - * cdef int n_samples = X.get_n_samples() - * cdef int n_features = X.get_n_features() - * cdef int degree = U.shape[0] # <<<<<<<<<<<<<< - * cdef int n_components = U.shape[1] - * cdef int it, t, s, j + /* "polylearn/cd_lifted_fast.pyx":127 + * cdef Py_ssize_t n_samples = X.get_n_samples() + * cdef Py_ssize_t n_features = X.get_n_features() + * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_components = U.shape[1] + * cdef Py_ssize_t t, s, j */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":155 - * cdef int n_features = X.get_n_features() - * cdef int degree = U.shape[0] - * cdef int n_components = U.shape[1] # <<<<<<<<<<<<<< - * cdef int it, t, s, j - * + /* "polylearn/cd_lifted_fast.pyx":128 + * cdef Py_ssize_t n_features = X.get_n_features() + * cdef Py_ssize_t degree = U.shape[0] + * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< + * cdef Py_ssize_t t, s, j + * cdef unsigned int it */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":159 + /* "polylearn/cd_lifted_fast.pyx":133 * * cdef double sum_viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -2996,7 +2988,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_converged = 0; - /* "polylearn/cd_lifted_fast.pyx":165 + /* "polylearn/cd_lifted_fast.pyx":139 * cdef double u_old * * cdef double *xi = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3005,7 +2997,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_xi = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":172 + /* "polylearn/cd_lifted_fast.pyx":146 * cdef int n_nz * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -3016,7 +3008,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_it = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":173 + /* "polylearn/cd_lifted_fast.pyx":147 * * for it in range(max_iter): * sum_viol = 0 # <<<<<<<<<<<<<< @@ -3025,7 +3017,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_lifted_fast.pyx":174 + /* "polylearn/cd_lifted_fast.pyx":148 * for it in range(max_iter): * sum_viol = 0 * for t in range(degree): # <<<<<<<<<<<<<< @@ -3036,7 +3028,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":175 + /* "polylearn/cd_lifted_fast.pyx":149 * sum_viol = 0 * for t in range(degree): * for s in range(n_components): # <<<<<<<<<<<<<< @@ -3047,7 +3039,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_s = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":176 + /* "polylearn/cd_lifted_fast.pyx":150 * for t in range(degree): * for s in range(n_components): * _precompute(U, X, s, t, xi) # <<<<<<<<<<<<<< @@ -3056,7 +3048,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_f_9polylearn_14cd_lifted_fast__precompute(__pyx_v_U, __pyx_v_X, __pyx_v_s, __pyx_v_t, __pyx_v_xi); - /* "polylearn/cd_lifted_fast.pyx":177 + /* "polylearn/cd_lifted_fast.pyx":151 * for s in range(n_components): * _precompute(U, X, s, t, xi) * for j in range(n_features): # <<<<<<<<<<<<<< @@ -3067,7 +3059,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_j = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":179 + /* "polylearn/cd_lifted_fast.pyx":153 * for j in range(n_features): * * u_old = U[t, s, j] # <<<<<<<<<<<<<< @@ -3079,7 +3071,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_11 = __pyx_v_j; __pyx_v_u_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_9 * __pyx_v_U.strides[0]) ) + __pyx_t_10 * __pyx_v_U.strides[1]) )) + __pyx_t_11)) ))); - /* "polylearn/cd_lifted_fast.pyx":180 + /* "polylearn/cd_lifted_fast.pyx":154 * * u_old = U[t, s, j] * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -3088,7 +3080,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":182 + /* "polylearn/cd_lifted_fast.pyx":156 * X.get_column_ptr(j, &indices, &data, &n_nz) * * inv_step_size = 0 # <<<<<<<<<<<<<< @@ -3097,7 +3089,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = 0.0; - /* "polylearn/cd_lifted_fast.pyx":183 + /* "polylearn/cd_lifted_fast.pyx":157 * * inv_step_size = 0 * update = 0 # <<<<<<<<<<<<<< @@ -3106,7 +3098,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = 0.0; - /* "polylearn/cd_lifted_fast.pyx":185 + /* "polylearn/cd_lifted_fast.pyx":159 * update = 0 * * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -3117,7 +3109,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":186 + /* "polylearn/cd_lifted_fast.pyx":160 * * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -3126,7 +3118,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":187 + /* "polylearn/cd_lifted_fast.pyx":161 * for ii in range(n_nz): * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -3135,7 +3127,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + (pow((__pyx_v_xi[__pyx_v_i]), 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_lifted_fast.pyx":188 + /* "polylearn/cd_lifted_fast.pyx":162 * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< @@ -3144,7 +3136,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_t_14 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":189 + /* "polylearn/cd_lifted_fast.pyx":163 * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], * y[i]) # <<<<<<<<<<<<<< @@ -3153,7 +3145,7 @@ static PyObject 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{__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -5808,7 +5785,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * if not isinstance(format, bytes): */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); 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__pyx_r = __pyx_t_3; @@ -11517,9 +11494,9 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __Pyx_GOTREF(__pyx_t_7); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__17); - __Pyx_GIVEREF(__pyx_slice__17); - PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__17); + __Pyx_INCREF(__pyx_slice__16); + __Pyx_GIVEREF(__pyx_slice__16); + PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__16); } } __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -11552,7 +11529,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: */ /*else*/ { - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__18); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__17); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L7:; @@ -11697,9 +11674,9 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __Pyx_GOTREF(__pyx_t_3); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__19); - __Pyx_GIVEREF(__pyx_slice__19); - PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__19); + __Pyx_INCREF(__pyx_slice__18); + __Pyx_GIVEREF(__pyx_slice__18); + PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__18); } } __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -11826,7 +11803,7 @@ static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __ * * */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; @@ -17789,7 +17766,6 @@ static struct PyModuleDef __pyx_moduledef = { #endif static __Pyx_StringTabEntry __pyx_string_tab[] = { - {&__pyx_kp_u_, __pyx_k_, sizeof(__pyx_k_), 0, 1, 0, 0}, {&__pyx_n_s_ASCII, __pyx_k_ASCII, sizeof(__pyx_k_ASCII), 0, 0, 1, 1}, {&__pyx_kp_s_Buffer_view_does_not_expose_stri, __pyx_k_Buffer_view_does_not_expose_stri, sizeof(__pyx_k_Buffer_view_does_not_expose_stri), 0, 0, 1, 0}, {&__pyx_kp_s_Can_only_create_a_buffer_that_is, __pyx_k_Can_only_create_a_buffer_that_is, sizeof(__pyx_k_Can_only_create_a_buffer_that_is), 0, 0, 1, 0}, @@ -17831,7 +17807,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_degree, __pyx_k_degree, sizeof(__pyx_k_degree), 0, 0, 1, 1}, {&__pyx_n_s_dtype_is_object, __pyx_k_dtype_is_object, sizeof(__pyx_k_dtype_is_object), 0, 0, 1, 1}, {&__pyx_n_s_encode, __pyx_k_encode, sizeof(__pyx_k_encode), 0, 0, 1, 1}, - {&__pyx_n_s_end, __pyx_k_end, sizeof(__pyx_k_end), 0, 0, 1, 1}, {&__pyx_n_s_enumerate, __pyx_k_enumerate, sizeof(__pyx_k_enumerate), 0, 0, 1, 1}, {&__pyx_n_s_error, __pyx_k_error, sizeof(__pyx_k_error), 0, 0, 1, 1}, {&__pyx_n_s_flags, __pyx_k_flags, sizeof(__pyx_k_flags), 0, 0, 1, 1}, @@ -17901,7 +17876,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { }; static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -17926,9 +17901,9 @@ static int __Pyx_InitCachedConstants(void) { * * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) */ - __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); + __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple_); + __Pyx_GIVEREF(__pyx_tuple_); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":222 * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) @@ -17937,9 +17912,9 @@ static int __Pyx_InitCachedConstants(void) { * * info.buf = PyArray_DATA(self) */ - __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); + __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__2); + __Pyx_GIVEREF(__pyx_tuple__2); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":259 * if ((descr.byteorder == c'>' and little_endian) or @@ -17948,9 +17923,9 @@ static int __Pyx_InitCachedConstants(void) { * if t == NPY_BYTE: f = "b" * elif t == NPY_UBYTE: f = "B" */ - __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); + __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__3); + __Pyx_GIVEREF(__pyx_tuple__3); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":799 * @@ -17959,9 +17934,9 @@ static int __Pyx_InitCachedConstants(void) { * * if ((child.byteorder == c'>' and little_endian) or */ - __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); + __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__4); + __Pyx_GIVEREF(__pyx_tuple__4); /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":803 * if ((child.byteorder == c'>' and little_endian) or @@ -17970,9 +17945,9 @@ static int __Pyx_InitCachedConstants(void) { * # One could encode it in the format string and have Cython * # complain instead, BUT: < and > in format strings also imply */ - __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); + __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__5); + __Pyx_GIVEREF(__pyx_tuple__5); /* 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(unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); + __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__7); + __Pyx_GIVEREF(__pyx_tuple__7); /* "View.MemoryView":132 * @@ -18003,9 +17978,9 @@ static int __Pyx_InitCachedConstants(void) { * * if not isinstance(format, bytes): */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); + __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__8); + __Pyx_GIVEREF(__pyx_tuple__8); /* "View.MemoryView":135 * @@ -18014,9 +17989,9 @@ static int __Pyx_InitCachedConstants(void) { * self._format = format # keep a reference to the byte string * self.format = self._format */ - __pyx_tuple__10 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); + __pyx_tuple__9 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__9); + __Pyx_GIVEREF(__pyx_tuple__9); /* "View.MemoryView":144 * @@ -18025,9 +18000,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); + __pyx_tuple__10 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__10); + __Pyx_GIVEREF(__pyx_tuple__10); /* "View.MemoryView":172 * self.data = malloc(self.len) @@ -18036,9 +18011,9 @@ static int __Pyx_InitCachedConstants(void) { * * if self.dtype_is_object: */ - __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); + __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__11); + __Pyx_GIVEREF(__pyx_tuple__11); /* "View.MemoryView":188 * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS @@ -18047,9 +18022,9 @@ static int __Pyx_InitCachedConstants(void) { * info.buf = self.data * info.len = self.len */ - __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); + __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__12); + __Pyx_GIVEREF(__pyx_tuple__12); /* "View.MemoryView":447 * result = struct.unpack(self.view.format, bytesitem) @@ -18058,9 +18033,9 @@ static int __Pyx_InitCachedConstants(void) { * else: * if len(self.view.format) == 1: */ - __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); + __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__13); + __Pyx_GIVEREF(__pyx_tuple__13); /* "View.MemoryView":523 * if self.view.strides == NULL: @@ -18069,9 +18044,9 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__15); - __Pyx_GIVEREF(__pyx_tuple__15); + __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__14); + __Pyx_GIVEREF(__pyx_tuple__14); /* "View.MemoryView":531 * def __get__(self): @@ -18080,12 +18055,12 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) */ - __pyx_tuple__16 = PyTuple_New(1); if (unlikely(!__pyx_tuple__16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__16); + __pyx_tuple__15 = PyTuple_New(1); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__15); __Pyx_INCREF(__pyx_int_neg_1); __Pyx_GIVEREF(__pyx_int_neg_1); - PyTuple_SET_ITEM(__pyx_tuple__16, 0, __pyx_int_neg_1); - __Pyx_GIVEREF(__pyx_tuple__16); + PyTuple_SET_ITEM(__pyx_tuple__15, 0, __pyx_int_neg_1); + __Pyx_GIVEREF(__pyx_tuple__15); /* "View.MemoryView":640 * if item is Ellipsis: @@ -18094,9 +18069,9 @@ static int __Pyx_InitCachedConstants(void) { * seen_ellipsis = True * else: */ - __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__17); - __Pyx_GIVEREF(__pyx_slice__17); + __pyx_slice__16 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__16); + __Pyx_GIVEREF(__pyx_slice__16); /* "View.MemoryView":643 * seen_ellipsis = True @@ -18105,9 +18080,9 @@ static int __Pyx_InitCachedConstants(void) { * have_slices = True * else: */ - __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); + __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__17); + __Pyx_GIVEREF(__pyx_slice__17); /* "View.MemoryView":654 * nslices = ndim - len(result) @@ -18116,9 +18091,9 @@ static int __Pyx_InitCachedConstants(void) { * * return have_slices or nslices, tuple(result) */ - __pyx_slice__19 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__19); - __Pyx_GIVEREF(__pyx_slice__19); + __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__18); + __Pyx_GIVEREF(__pyx_slice__18); /* "View.MemoryView":661 * for suboffset in suboffsets[:ndim]: @@ -18127,21 +18102,21 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__20); - __Pyx_GIVEREF(__pyx_tuple__20); + __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__19); + __Pyx_GIVEREF(__pyx_tuple__19); - /* "polylearn/cd_lifted_fast.pyx":141 + /* "polylearn/cd_lifted_fast.pyx":114 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, * double[:] y, */ - __pyx_tuple__21 = PyTuple_Pack(29, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_it, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__21); - __Pyx_GIVEREF(__pyx_tuple__21); - __pyx_codeobj__22 = (PyObject*)__Pyx_PyCode_New(10, 0, 29, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__21, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 141, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__20 = PyTuple_Pack(29, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__20); + __Pyx_GIVEREF(__pyx_tuple__20); + __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(10, 0, 29, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 114, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -18150,9 +18125,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__23); - __Pyx_GIVEREF(__pyx_tuple__23); + __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__22); + __Pyx_GIVEREF(__pyx_tuple__22); /* "View.MemoryView":279 * @@ -18161,9 +18136,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect = Enum("") * */ - __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__24); - __Pyx_GIVEREF(__pyx_tuple__24); + __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__23); + __Pyx_GIVEREF(__pyx_tuple__23); /* "View.MemoryView":280 * cdef generic = Enum("") @@ -18172,9 +18147,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__25); - __Pyx_GIVEREF(__pyx_tuple__25); + __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__24); + __Pyx_GIVEREF(__pyx_tuple__24); /* "View.MemoryView":283 * @@ -18183,9 +18158,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect_contiguous = Enum("") * */ - __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__26); - __Pyx_GIVEREF(__pyx_tuple__26); + __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__25); + __Pyx_GIVEREF(__pyx_tuple__25); /* "View.MemoryView":284 * @@ -18194,9 +18169,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__27)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__27); - __Pyx_GIVEREF(__pyx_tuple__27); + __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__26); + __Pyx_GIVEREF(__pyx_tuple__26); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -18368,16 +18343,16 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_lifted_fast.pyx":141 + /* "polylearn/cd_lifted_fast.pyx":114 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, * double[:] y, */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "polylearn/cd_lifted_fast.pyx":1 @@ -18410,7 +18385,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(generic); __Pyx_DECREF_SET(generic, __pyx_t_1); @@ -18424,7 +18399,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * cdef indirect = Enum("") * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(strided); __Pyx_DECREF_SET(strided, __pyx_t_1); @@ -18438,7 +18413,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(indirect); __Pyx_DECREF_SET(indirect, __pyx_t_1); @@ -18452,7 +18427,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * cdef indirect_contiguous = Enum("") * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(contiguous); __Pyx_DECREF_SET(contiguous, __pyx_t_1); @@ -18466,7 +18441,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(indirect_contiguous); __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_1); @@ -19430,40 +19405,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg } #endif -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) { -#else - if (likely(PyCFunction_Check(func))) { -#endif - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); -} -#endif - static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; @@ -20244,6 +20185,25 @@ static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, #endif } +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { + PyObject *self, *result; + PyCFunction cfunc; + cfunc = PyCFunction_GET_FUNCTION(func); + self = PyCFunction_GET_SELF(func); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = cfunc(self, arg); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; @@ -20496,7 +20456,7 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { #endif - static int + static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) { int i; @@ -20992,6 +20952,190 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { } } +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { + const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(unsigned int) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (unsigned int) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (unsigned int) 0; + case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0]) + case 2: + if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) { + return (unsigned int) (((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) { + return (unsigned int) (((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) { + return (unsigned int) (((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (unsigned int) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(unsigned int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (unsigned int) 0; + case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) digits[0]) + case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) + case -2: + if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + return (unsigned int) ((((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + return (unsigned int) ((((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { + return (unsigned int) (((unsigned int)-1)*(((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { + return (unsigned int) ((((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); + } + } + break; + } +#endif + if (sizeof(unsigned int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x)) + } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + unsigned int val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (unsigned int) -1; + } + } else { + unsigned int val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned int) -1; + val = __Pyx_PyInt_As_unsigned_int(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to unsigned int"); + return (unsigned int) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned int"); + return (unsigned int) -1; +} + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_lifted_fast.pyx b/polylearn/cd_lifted_fast.pyx index 70cf22a..d222250 100644 --- a/polylearn/cd_lifted_fast.pyx +++ b/polylearn/cd_lifted_fast.pyx @@ -26,17 +26,17 @@ cpdef void _fast_lifted_predict(double[:, :, ::1] U, # a bit of a misnomer, since at least for dense data it's a bit slower, # but it's more memory efficient. - cdef int degree = U.shape[0] - cdef int n_components = U.shape[1] + cdef Py_ssize_t degree = U.shape[0] + cdef Py_ssize_t n_components = U.shape[1] - cdef int n_samples = X.get_n_samples() - cdef int n_features = X.get_n_features() + cdef Py_ssize_t n_samples = X.get_n_samples() + cdef Py_ssize_t n_features = X.get_n_features() cdef double* data cdef int* indices cdef int n_nz - cdef int i, j, ii + cdef Py_ssize_t i, j, ii cdef double *middle = malloc(n_samples * sizeof(double)) cdef double *inner = malloc(n_samples * sizeof(double)) @@ -72,21 +72,21 @@ cpdef void _fast_lifted_predict(double[:, :, ::1] U, cdef void _precompute(double[:, :, ::1] U, ColumnDataset X, - int s, - int t, + Py_ssize_t s, + Py_ssize_t t, double* out): - cdef int degree = U.shape[0] - cdef int n_components = U.shape[1] + cdef Py_ssize_t degree = U.shape[0] + cdef Py_ssize_t n_components = U.shape[1] - cdef int n_samples = X.get_n_samples() - cdef int n_features = X.get_n_features() + cdef Py_ssize_t n_samples = X.get_n_samples() + cdef Py_ssize_t n_features = X.get_n_features() cdef double* data cdef int* indices cdef int n_nz - cdef int i, j, ii + cdef Py_ssize_t i, j, ii cdef double *inner = malloc(n_samples * sizeof(double)) @@ -111,33 +111,6 @@ cdef void _precompute(double[:, :, ::1] U, free(inner) -# cdef double _total_loss(np.ndarray[double, ndim=1] y_pred, -# np.ndarray[double, ndim=1] y, -# np.ndarray[double, ndim=3, mode='c'] U, -# double beta, -# LossFunction loss): -# -# cdef double result = 0 -# cdef int degree = U.shape[0] -# cdef int n_components = U.shape[1] -# cdef int n_features = U.shape[2] -# cdef int n_samples = y.shape[0] -# -# cdef int i, t, s, j -# -# # regularization -# for t in range(degree): -# for s in range(n_components): -# for j in range(n_features): -# result += U[t, s, j] ** 2 -# result *= beta -# -# # loss -# for i in range(n_samples): -# result += loss.loss(y_pred[i], y[i]) -# return result - - def _cd_lifted(double[:, :, ::1] U, ColumnDataset X, double[:] y, @@ -149,11 +122,12 @@ def _cd_lifted(double[:, :, ::1] U, int verbose, bint compute_loss): - cdef int n_samples = X.get_n_samples() - cdef int n_features = X.get_n_features() - cdef int degree = U.shape[0] - cdef int n_components = U.shape[1] - cdef int it, t, s, j + cdef Py_ssize_t n_samples = X.get_n_samples() + cdef Py_ssize_t n_features = X.get_n_features() + cdef Py_ssize_t degree = U.shape[0] + cdef Py_ssize_t n_components = U.shape[1] + cdef Py_ssize_t t, s, j + cdef unsigned int it cdef double sum_viol cdef bint converged = False @@ -203,10 +177,7 @@ def _cd_lifted(double[:, :, ::1] U, y_pred[i] -= data[ii] * xi[i] * update if verbose: - print("Iteration", it + 1, "violation sum", sum_viol, end=" ") - # if compute_loss: - # print("loss", _total_loss(y_pred, y, U, beta, loss), end="") - print() + print("Iteration", it + 1, "violation sum", sum_viol) if sum_viol < tol: if verbose: diff --git a/polylearn/cd_linear_fast.cpp b/polylearn/cd_linear_fast.cpp index 73dc85a..646a295 100644 --- a/polylearn/cd_linear_fast.cpp +++ b/polylearn/cd_linear_fast.cpp @@ -1534,8 +1534,6 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_dou static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - #if CYTHON_CCOMPLEX #ifdef __cplusplus #define __Pyx_CREAL(z) ((z).real()) @@ -1634,6 +1632,8 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do #endif #endif +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, @@ -2034,11 +2034,11 @@ static PyObject *__pyx_tuple__24; static PyObject *__pyx_pw_9polylearn_14cd_linear_fast_1_cd_linear_epoch(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_col_norm_sq, double __pyx_v_alpha, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, CYTHON_UNUSED int __pyx_skip_dispatch) { - int __pyx_v_i; - int __pyx_v_j; - int __pyx_v_ii; + Py_ssize_t __pyx_v_i; + Py_ssize_t __pyx_v_j; + Py_ssize_t __pyx_v_ii; double __pyx_v_sum_viol; - int __pyx_v_n_features; + Py_ssize_t __pyx_v_n_features; double __pyx_v_update; double __pyx_v_inv_step_size; double *__pyx_v_data; @@ -2046,10 +2046,10 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview int __pyx_v_n_nz; double __pyx_r; __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; + Py_ssize_t __pyx_t_1; + Py_ssize_t __pyx_t_2; int __pyx_t_3; - int __pyx_t_4; + Py_ssize_t __pyx_t_4; Py_ssize_t __pyx_t_5; Py_ssize_t __pyx_t_6; Py_ssize_t __pyx_t_7; @@ -2060,17 +2060,17 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview /* "polylearn/cd_linear_fast.pyx":25 * - * cdef int i, j, ii + * cdef Py_ssize_t i, j, ii * cdef double sum_viol = 0 # <<<<<<<<<<<<<< - * cdef int n_features = w.shape[0] + * cdef Py_ssize_t n_features = w.shape[0] * cdef double update = 0 */ __pyx_v_sum_viol = 0.0; /* "polylearn/cd_linear_fast.pyx":26 - * cdef int i, j, ii + * cdef Py_ssize_t i, j, ii * cdef double sum_viol = 0 - * cdef int n_features = w.shape[0] # <<<<<<<<<<<<<< + * cdef Py_ssize_t n_features = w.shape[0] # <<<<<<<<<<<<<< * cdef double update = 0 * cdef double inv_step_size */ @@ -2078,7 +2078,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview /* "polylearn/cd_linear_fast.pyx":27 * cdef double sum_viol = 0 - * cdef int n_features = w.shape[0] + * cdef Py_ssize_t n_features = w.shape[0] * cdef double update = 0 # <<<<<<<<<<<<<< * cdef double inv_step_size * @@ -19637,211 +19637,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { } } -#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) -#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) -#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ - {\ - func_type value = func_value;\ - if (sizeof(target_type) < sizeof(func_type)) {\ - if (unlikely(value != (func_type) (target_type) value)) {\ - func_type zero = 0;\ - if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ - return (target_type) -1;\ - if (is_unsigned && unlikely(value < zero))\ - goto raise_neg_overflow;\ - else\ - goto raise_overflow;\ - }\ - }\ - return (target_type) value;\ - } - -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { - const int neg_one = (int) -1, const_zero = (int) 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(int) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (int) val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (int) 0; - case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { - return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { - return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { - return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) - return (int) -1; - if (unlikely(result == 1)) - goto raise_neg_overflow; - } -#endif - if (sizeof(int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (int) 0; - case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) digits[0]) - case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) - case -2: - if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); -#else - int val; - PyObject *v = __Pyx_PyNumber_Int(x); - #if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } - #endif - if (likely(v)) { - int one = 1; int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray((PyLongObject *)v, - bytes, sizeof(val), - is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) - return val; - } -#endif - return (int) -1; - } - } else { - int val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (int) -1; - val = __Pyx_PyInt_As_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to int"); - return (int) -1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to int"); - return (int) -1; -} - #if CYTHON_CCOMPLEX #ifdef __cplusplus static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { @@ -20082,6 +19877,211 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { #endif #endif +#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) +#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) +#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ + {\ + func_type value = func_value;\ + if (sizeof(target_type) < sizeof(func_type)) {\ + if (unlikely(value != (func_type) (target_type) value)) {\ + func_type zero = 0;\ + if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ + return (target_type) -1;\ + if (is_unsigned && unlikely(value < zero))\ + goto raise_neg_overflow;\ + else\ + goto raise_overflow;\ + }\ + }\ + return (target_type) value;\ + } + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { + const int neg_one = (int) -1, const_zero = (int) 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(int) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (int) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (int) 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) + case 2: + if (8 * sizeof(int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { + return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { + return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { + return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (int) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (int) 0; + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) digits[0]) + case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) + case -2: + if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { + return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + } +#endif + if (sizeof(int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + int val; + PyObject *v = __Pyx_PyNumber_Int(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (int) -1; + } + } else { + int val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (int) -1; + val = __Pyx_PyInt_As_int(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to int"); + return (int) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to int"); + return (int) -1; +} + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value) { const enum NPY_TYPES neg_one = (enum NPY_TYPES) -1, const_zero = (enum NPY_TYPES) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_linear_fast.pyx b/polylearn/cd_linear_fast.pyx index 3fda34a..14456c8 100644 --- a/polylearn/cd_linear_fast.pyx +++ b/polylearn/cd_linear_fast.pyx @@ -21,9 +21,9 @@ cpdef double _cd_linear_epoch(double[:] w, double alpha, LossFunction loss): - cdef int i, j, ii + cdef Py_ssize_t i, j, ii cdef double sum_viol = 0 - cdef int n_features = w.shape[0] + cdef Py_ssize_t n_features = w.shape[0] cdef double update = 0 cdef double inv_step_size From ee8b75afe9b3285242f52d7fa1feb472230b6cd6 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 15:39:17 -0400 Subject: [PATCH 06/19] fully remove vestiges of compute_loss --- polylearn/cd_direct_fast.cpp | 281 ++++++++++++----------------- polylearn/cd_direct_fast.pyx | 7 +- polylearn/cd_lifted_fast.cpp | 152 +++++++--------- polylearn/cd_lifted_fast.pyx | 3 +- polylearn/factorization_machine.py | 22 +-- polylearn/polynomial_network.py | 25 +-- 6 files changed, 204 insertions(+), 286 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index e9d4892..eb48e40 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -1876,7 +1876,6 @@ static char __pyx_k_MemoryError[] = "MemoryError"; static char __pyx_k_col_norm_sq[] = "col_norm_sq"; static char __pyx_k_RuntimeError[] = "RuntimeError"; static char __pyx_k_cd_direct_ho[] = "_cd_direct_ho"; -static char __pyx_k_compute_loss[] = "compute_loss"; static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; static char __pyx_k_violation_sum[] = "violation sum"; static char __pyx_k_allocate_buffer[] = "allocate_buffer"; @@ -1951,7 +1950,6 @@ static PyObject *__pyx_n_u_c; static PyObject *__pyx_n_s_cd_direct_ho; static PyObject *__pyx_n_s_class; static PyObject *__pyx_n_s_col_norm_sq; -static PyObject *__pyx_n_s_compute_loss; static PyObject *__pyx_kp_s_contiguous_and_direct; static PyObject *__pyx_kp_s_contiguous_and_indirect; static PyObject *__pyx_n_s_converged; @@ -2015,7 +2013,7 @@ static PyObject *__pyx_kp_u_violation_sum; static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; -static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ @@ -2239,7 +2237,6 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p Py_ssize_t __pyx_t_2; Py_ssize_t __pyx_t_3; Py_ssize_t __pyx_t_4; - int __pyx_t_5; __Pyx_RefNannySetupContext("_update", 0); /* "polylearn/cd_direct_fast.pyx":59 @@ -2417,40 +2414,12 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * update += l1_reg * p_js * update /= inv_step_size # <<<<<<<<<<<<<< * - * # maybe this fixes win32? - */ - __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - - /* "polylearn/cd_direct_fast.pyx":90 - * - * # maybe this fixes win32? - * if fabs(update) < 1e-12: # <<<<<<<<<<<<<< - * update = 0 - * - */ - __pyx_t_5 = ((fabs(__pyx_v_update) < 1e-12) != 0); - if (__pyx_t_5) { - - /* "polylearn/cd_direct_fast.pyx":91 - * # maybe this fixes win32? - * if fabs(update) < 1e-12: - * update = 0 # <<<<<<<<<<<<<< - * * return update */ - __pyx_v_update = 0.0; - - /* "polylearn/cd_direct_fast.pyx":90 - * - * # maybe this fixes win32? - * if fabs(update) < 1e-12: # <<<<<<<<<<<<<< - * update = 0 - * - */ - } + __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_direct_fast.pyx":93 - * update = 0 + /* "polylearn/cd_direct_fast.pyx":89 + * update /= inv_step_size * * return update # <<<<<<<<<<<<<< * @@ -2473,7 +2442,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":96 +/* "polylearn/cd_direct_fast.pyx":92 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2519,7 +2488,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch Py_ssize_t __pyx_t_20; __Pyx_RefNannySetupContext("_cd_direct_epoch", 0); - /* "polylearn/cd_direct_fast.pyx":110 + /* "polylearn/cd_direct_fast.pyx":106 * cdef Py_ssize_t s, j * cdef double p_old, update, offset * cdef double sum_viol = 0 # <<<<<<<<<<<<<< @@ -2528,7 +2497,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":111 + /* "polylearn/cd_direct_fast.pyx":107 * cdef double p_old, update, offset * cdef double sum_viol = 0 * cdef Py_ssize_t n_components = P.shape[1] # <<<<<<<<<<<<<< @@ -2537,7 +2506,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_components = (__pyx_v_P.shape[1]); - /* "polylearn/cd_direct_fast.pyx":112 + /* "polylearn/cd_direct_fast.pyx":108 * cdef double sum_viol = 0 * cdef Py_ssize_t n_components = P.shape[1] * cdef Py_ssize_t n_features = P.shape[2] # <<<<<<<<<<<<<< @@ -2546,7 +2515,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":119 + /* "polylearn/cd_direct_fast.pyx":115 * cdef int n_nz * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2557,7 +2526,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":122 + /* "polylearn/cd_direct_fast.pyx":118 * * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) # <<<<<<<<<<<<<< @@ -2566,7 +2535,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d1, __pyx_v_s, 1); - /* "polylearn/cd_direct_fast.pyx":123 + /* "polylearn/cd_direct_fast.pyx":119 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2576,7 +2545,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":124 + /* "polylearn/cd_direct_fast.pyx":120 * _precompute(X, P, order, d1, s, 1) * if degree == 3: * _precompute(X, P, order, d2, s, 2) # <<<<<<<<<<<<<< @@ -2585,7 +2554,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d2, __pyx_v_s, 2); - /* "polylearn/cd_direct_fast.pyx":123 + /* "polylearn/cd_direct_fast.pyx":119 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2594,7 +2563,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ } - /* "polylearn/cd_direct_fast.pyx":126 + /* "polylearn/cd_direct_fast.pyx":122 * _precompute(X, P, order, d2, s, 2) * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2605,7 +2574,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_direct_fast.pyx":128 + /* "polylearn/cd_direct_fast.pyx":124 * for j in range(n_features): * * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2614,7 +2583,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":131 + /* "polylearn/cd_direct_fast.pyx":127 * * # compute coordinate update * p_old = P[order, s, j] # <<<<<<<<<<<<<< @@ -2626,7 +2595,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_8 = __pyx_v_j; __pyx_v_p_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_6 * __pyx_v_P.strides[0]) ) + __pyx_t_7 * __pyx_v_P.strides[1]) )) + __pyx_t_8)) ))); - /* "polylearn/cd_direct_fast.pyx":133 + /* "polylearn/cd_direct_fast.pyx":129 * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) # <<<<<<<<<<<<<< @@ -2635,7 +2604,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_t_9 = __pyx_v_s; - /* "polylearn/cd_direct_fast.pyx":132 + /* "polylearn/cd_direct_fast.pyx":128 * # compute coordinate update * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, # <<<<<<<<<<<<<< @@ -2644,7 +2613,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_update = __pyx_f_9polylearn_14cd_direct_fast__update(__pyx_v_indices, __pyx_v_data, __pyx_v_n_nz, __pyx_v_p_old, __pyx_v_y, __pyx_v_y_pred, __pyx_v_loss, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, (*((double *) ( /* dim=0 */ (__pyx_v_lams.data + __pyx_t_9 * __pyx_v_lams.strides[0]) ))), __pyx_v_beta); - /* "polylearn/cd_direct_fast.pyx":134 + /* "polylearn/cd_direct_fast.pyx":130 * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update # <<<<<<<<<<<<<< @@ -2656,7 +2625,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_12 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_10 * __pyx_v_P.strides[0]) ) + __pyx_t_11 * __pyx_v_P.strides[1]) )) + __pyx_t_12)) )) -= __pyx_v_update; - /* "polylearn/cd_direct_fast.pyx":135 + /* "polylearn/cd_direct_fast.pyx":131 * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2665,7 +2634,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_direct_fast.pyx":138 + /* "polylearn/cd_direct_fast.pyx":134 * * # Synchronize predictions and ds * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2676,7 +2645,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) { __pyx_v_ii = __pyx_t_14; - /* "polylearn/cd_direct_fast.pyx":139 + /* "polylearn/cd_direct_fast.pyx":135 * # Synchronize predictions and ds * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2685,7 +2654,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":140 + /* "polylearn/cd_direct_fast.pyx":136 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2695,7 +2664,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 2) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":141 + /* "polylearn/cd_direct_fast.pyx":137 * i = indices[ii] * if degree == 2: * offset = d1[i] - p_old * data[ii] # <<<<<<<<<<<<<< @@ -2704,7 +2673,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":140 + /* "polylearn/cd_direct_fast.pyx":136 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2714,7 +2683,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch goto __pyx_L10; } - /* "polylearn/cd_direct_fast.pyx":143 + /* "polylearn/cd_direct_fast.pyx":139 * offset = d1[i] - p_old * data[ii] * else: * offset = d1[i] ** 2 - d2[i] # <<<<<<<<<<<<<< @@ -2724,7 +2693,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch /*else*/ { __pyx_v_offset = (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i])); - /* "polylearn/cd_direct_fast.pyx":144 + /* "polylearn/cd_direct_fast.pyx":140 * else: * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 # <<<<<<<<<<<<<< @@ -2733,7 +2702,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset * 0.5); - /* "polylearn/cd_direct_fast.pyx":145 + /* "polylearn/cd_direct_fast.pyx":141 * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] # <<<<<<<<<<<<<< @@ -2742,7 +2711,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset - ((__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":146 + /* "polylearn/cd_direct_fast.pyx":142 * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] * offset += p_old ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2751,7 +2720,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset + (pow(__pyx_v_p_old, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_direct_fast.pyx":148 + /* "polylearn/cd_direct_fast.pyx":144 * offset += p_old ** 2 * data[ii] ** 2 * * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2766,7 +2735,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } __pyx_L10:; - /* "polylearn/cd_direct_fast.pyx":150 + /* "polylearn/cd_direct_fast.pyx":146 * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 * * d1[i] -= update * data[ii] # <<<<<<<<<<<<<< @@ -2776,7 +2745,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_15 = __pyx_v_i; (__pyx_v_d1[__pyx_t_15]) = ((__pyx_v_d1[__pyx_t_15]) - (__pyx_v_update * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":151 + /* "polylearn/cd_direct_fast.pyx":147 * * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] # <<<<<<<<<<<<<< @@ -2790,7 +2759,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } } - /* "polylearn/cd_direct_fast.pyx":152 + /* "polylearn/cd_direct_fast.pyx":148 * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] * return sum_viol # <<<<<<<<<<<<<< @@ -2800,7 +2769,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_r = __pyx_v_sum_viol; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":96 + /* "polylearn/cd_direct_fast.pyx":92 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2814,7 +2783,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":155 +/* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2842,7 +2811,6 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ unsigned int __pyx_v_max_iter; double __pyx_v_tol; int __pyx_v_verbose; - CYTHON_UNUSED int __pyx_v_compute_loss; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; @@ -2850,13 +2818,12 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("_cd_direct_ho (wrapper)", 0); { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_P,&__pyx_n_s_w,&__pyx_n_s_X,&__pyx_n_s_col_norm_sq,&__pyx_n_s_y,&__pyx_n_s_y_pred,&__pyx_n_s_lams,&__pyx_n_s_degree,&__pyx_n_s_alpha,&__pyx_n_s_beta,&__pyx_n_s_fit_linear,&__pyx_n_s_fit_lower,&__pyx_n_s_loss,&__pyx_n_s_max_iter,&__pyx_n_s_tol,&__pyx_n_s_verbose,&__pyx_n_s_compute_loss,0}; - PyObject* values[17] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0}; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_P,&__pyx_n_s_w,&__pyx_n_s_X,&__pyx_n_s_col_norm_sq,&__pyx_n_s_y,&__pyx_n_s_y_pred,&__pyx_n_s_lams,&__pyx_n_s_degree,&__pyx_n_s_alpha,&__pyx_n_s_beta,&__pyx_n_s_fit_linear,&__pyx_n_s_fit_lower,&__pyx_n_s_loss,&__pyx_n_s_max_iter,&__pyx_n_s_tol,&__pyx_n_s_verbose,0}; + PyObject* values[16] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); switch (pos_args) { - case 17: values[16] = PyTuple_GET_ITEM(__pyx_args, 16); case 16: values[15] = PyTuple_GET_ITEM(__pyx_args, 15); case 15: values[14] = PyTuple_GET_ITEM(__pyx_args, 14); case 14: values[13] = PyTuple_GET_ITEM(__pyx_args, 13); @@ -2884,88 +2851,83 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lams)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_degree)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 10: if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_linear)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 11: if (likely((values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_lower)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 12: if (likely((values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 13: if (likely((values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 16: - if (likely((values[16] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_compute_loss)) != 0)) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 17, 17, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else if (PyTuple_GET_SIZE(__pyx_args) != 17) { + } else if (PyTuple_GET_SIZE(__pyx_args) != 16) { goto __pyx_L5_argtuple_error; } else { values[0] = PyTuple_GET_ITEM(__pyx_args, 0); @@ -2984,37 +2946,35 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ values[13] = PyTuple_GET_ITEM(__pyx_args, 13); values[14] = PyTuple_GET_ITEM(__pyx_args, 14); values[15] = PyTuple_GET_ITEM(__pyx_args, 15); - values[16] = PyTuple_GET_ITEM(__pyx_args, 16); } - __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[2]); - __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[12]); - __pyx_v_max_iter = 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(unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_r = __pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(__pyx_self, __pyx_v_P, __pyx_v_w, __pyx_v_X, __pyx_v_col_norm_sq, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_degree, __pyx_v_alpha, __pyx_v_beta, __pyx_v_fit_linear, __pyx_v_fit_lower, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose); /* function exit code */ goto __pyx_L0; @@ -3025,7 +2985,7 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ return __pyx_r; } -static PyObject 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__Pyx_INCREF(__pyx_n_u_Iteration); __Pyx_GIVEREF(__pyx_n_u_Iteration); @@ -3229,12 +3189,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE PyTuple_SET_ITEM(__pyx_t_7, 3, __pyx_t_6); __pyx_t_5 = 0; __pyx_t_6 = 0; - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - /* "polylearn/cd_direct_fast.pyx":198 + /* "polylearn/cd_direct_fast.pyx":193 * degree, beta, loss) * * if verbose: # <<<<<<<<<<<<<< @@ -3243,7 +3203,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":201 + /* "polylearn/cd_direct_fast.pyx":196 * print("Iteration", it + 1, "violation sum", viol) * * if viol < tol: # <<<<<<<<<<<<<< @@ -3253,7 +3213,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_viol < __pyx_v_tol) != 0); 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goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_INCREF(__pyx_kp_u_Converged_at_iteration); __Pyx_GIVEREF(__pyx_kp_u_Converged_at_iteration); @@ -3280,12 +3240,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6); __pyx_t_6 = 0; - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - /* "polylearn/cd_direct_fast.pyx":202 + /* "polylearn/cd_direct_fast.pyx":197 * * if viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -3294,7 +3254,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":204 + /* "polylearn/cd_direct_fast.pyx":199 * if verbose: * print("Converged at iteration", it + 1) * converged = True # <<<<<<<<<<<<<< @@ -3303,7 +3263,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_converged = 1; - /* "polylearn/cd_direct_fast.pyx":205 + /* "polylearn/cd_direct_fast.pyx":200 * print("Converged at iteration", it + 1) * converged = True * break # <<<<<<<<<<<<<< @@ -3312,7 +3272,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ goto __pyx_L5_break; - /* "polylearn/cd_direct_fast.pyx":201 + /* "polylearn/cd_direct_fast.pyx":196 * print("Iteration", it + 1, "violation sum", viol) * * if viol < tol: # <<<<<<<<<<<<<< @@ -3323,7 +3283,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE } __pyx_L5_break:; - /* "polylearn/cd_direct_fast.pyx":208 + /* "polylearn/cd_direct_fast.pyx":203 * * # Free up cache * free(d1) # <<<<<<<<<<<<<< @@ -3332,7 +3292,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ free(__pyx_v_d1); - /* "polylearn/cd_direct_fast.pyx":209 + /* "polylearn/cd_direct_fast.pyx":204 * # Free up cache * free(d1) * if degree == 3: # <<<<<<<<<<<<<< @@ -3342,7 +3302,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":210 + /* "polylearn/cd_direct_fast.pyx":205 * free(d1) * if degree == 3: * free(d2) # <<<<<<<<<<<<<< @@ -3351,7 +3311,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ free(__pyx_v_d2); - /* "polylearn/cd_direct_fast.pyx":209 + /* "polylearn/cd_direct_fast.pyx":204 * # Free up cache * free(d1) * if degree == 3: # <<<<<<<<<<<<<< @@ -3360,19 +3320,19 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":212 + /* "polylearn/cd_direct_fast.pyx":207 * free(d2) * * return converged # <<<<<<<<<<<<<< */ __Pyx_XDECREF(__pyx_r); - __pyx_t_6 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_r = __pyx_t_6; __pyx_t_6 = 0; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":155 + /* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -17780,7 +17740,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_cd_direct_ho, __pyx_k_cd_direct_ho, sizeof(__pyx_k_cd_direct_ho), 0, 0, 1, 1}, {&__pyx_n_s_class, __pyx_k_class, sizeof(__pyx_k_class), 0, 0, 1, 1}, {&__pyx_n_s_col_norm_sq, __pyx_k_col_norm_sq, sizeof(__pyx_k_col_norm_sq), 0, 0, 1, 1}, - {&__pyx_n_s_compute_loss, __pyx_k_compute_loss, sizeof(__pyx_k_compute_loss), 0, 0, 1, 1}, {&__pyx_kp_s_contiguous_and_direct, __pyx_k_contiguous_and_direct, sizeof(__pyx_k_contiguous_and_direct), 0, 0, 1, 0}, {&__pyx_kp_s_contiguous_and_indirect, __pyx_k_contiguous_and_indirect, sizeof(__pyx_k_contiguous_and_indirect), 0, 0, 1, 0}, {&__pyx_n_s_converged, __pyx_k_converged, sizeof(__pyx_k_converged), 0, 0, 1, 1}, @@ -17848,7 +17807,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { }; static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -18078,17 +18037,17 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GOTREF(__pyx_tuple__19); __Pyx_GIVEREF(__pyx_tuple__19); - /* "polylearn/cd_direct_fast.pyx":155 + /* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_tuple__20 = PyTuple_Pack(23, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__20 = PyTuple_Pack(22, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_tuple__20); __Pyx_GIVEREF(__pyx_tuple__20); - __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(17, 0, 23, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 155, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(16, 0, 22, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 151, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -18319,16 +18278,16 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_direct_fast.pyx":155 + /* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; /* "polylearn/cd_direct_fast.pyx":1 diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index e3610be..3157b66 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -86,10 +86,6 @@ cdef inline double _update(int* indices, update += l1_reg * p_js update /= inv_step_size - # maybe this fixes win32? - if fabs(update) < 1e-12: - update = 0 - return update @@ -167,8 +163,7 @@ def _cd_direct_ho(double[:, :, ::1] P, LossFunction loss, unsigned int max_iter, double tol, - int verbose, - bint compute_loss): + int verbose): cdef Py_ssize_t n_samples = X.get_n_samples() cdef unsigned int it diff --git a/polylearn/cd_lifted_fast.cpp b/polylearn/cd_lifted_fast.cpp index eb0d5c7..e77acee 100644 --- a/polylearn/cd_lifted_fast.cpp +++ b/polylearn/cd_lifted_fast.cpp @@ -1872,7 +1872,6 @@ static char __pyx_k_n_features[] = "n_features"; static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; static char __pyx_k_MemoryError[] = "MemoryError"; static char __pyx_k_RuntimeError[] = "RuntimeError"; -static char __pyx_k_compute_loss[] = "compute_loss"; static char __pyx_k_n_components[] = "n_components"; static char __pyx_k_inv_step_size[] = "inv_step_size"; static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; @@ -1947,7 +1946,6 @@ static PyObject *__pyx_n_s_c; static PyObject *__pyx_n_u_c; static PyObject *__pyx_n_s_cd_lifted; static PyObject *__pyx_n_s_class; -static PyObject *__pyx_n_s_compute_loss; static PyObject *__pyx_kp_s_contiguous_and_direct; static PyObject *__pyx_kp_s_contiguous_and_indirect; static PyObject *__pyx_n_s_converged; @@ -2021,7 +2019,7 @@ static PyObject *__pyx_n_s_xi; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_out); /* proto */ -static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss); /* proto */ +static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose); /* proto */ static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ @@ -2766,7 +2764,6 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py int __pyx_v_max_iter; double __pyx_v_tol; int __pyx_v_verbose; - CYTHON_UNUSED int __pyx_v_compute_loss; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; @@ -2774,13 +2771,12 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("_cd_lifted (wrapper)", 0); { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_U,&__pyx_n_s_X,&__pyx_n_s_y,&__pyx_n_s_y_pred,&__pyx_n_s_beta,&__pyx_n_s_loss,&__pyx_n_s_max_iter,&__pyx_n_s_tol,&__pyx_n_s_verbose,&__pyx_n_s_compute_loss,0}; - PyObject* values[10] = {0,0,0,0,0,0,0,0,0,0}; + static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_U,&__pyx_n_s_X,&__pyx_n_s_y,&__pyx_n_s_y_pred,&__pyx_n_s_beta,&__pyx_n_s_loss,&__pyx_n_s_max_iter,&__pyx_n_s_tol,&__pyx_n_s_verbose,0}; + PyObject* values[9] = {0,0,0,0,0,0,0,0,0}; if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); switch (pos_args) { - case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9); case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8); case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7); case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6); @@ -2801,53 +2797,48 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 9: - if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_compute_loss)) != 0)) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else if (PyTuple_GET_SIZE(__pyx_args) != 10) { + } else if (PyTuple_GET_SIZE(__pyx_args) != 9) { goto __pyx_L5_argtuple_error; } else { values[0] = PyTuple_GET_ITEM(__pyx_args, 0); @@ -2859,7 +2850,6 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py values[6] = PyTuple_GET_ITEM(__pyx_args, 6); values[7] = PyTuple_GET_ITEM(__pyx_args, 7); values[8] = PyTuple_GET_ITEM(__pyx_args, 8); - values[9] = PyTuple_GET_ITEM(__pyx_args, 9); } __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[1]); @@ -2870,11 +2860,10 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_compute_loss = __Pyx_PyObject_IsTrue(values[9]); if (unlikely((__pyx_v_compute_loss == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 10, 10, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._cd_lifted", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -2882,7 +2871,7 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py __pyx_L4_argument_unpacking_done:; if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_beta, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose, __pyx_v_compute_loss); + __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_beta, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose); /* function exit code */ goto __pyx_L0; @@ -2893,7 +2882,7 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py return __pyx_r; } -static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose, CYTHON_UNUSED int __pyx_v_compute_loss) { +static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose) { Py_ssize_t __pyx_v_n_samples; Py_ssize_t __pyx_v_n_features; Py_ssize_t __pyx_v_degree; @@ -2943,8 +2932,8 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_lifted", 0); - /* "polylearn/cd_lifted_fast.pyx":125 - * bint compute_loss): + /* "polylearn/cd_lifted_fast.pyx":124 + * int verbose): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< * cdef Py_ssize_t n_features = X.get_n_features() @@ -2952,7 +2941,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":126 + /* "polylearn/cd_lifted_fast.pyx":125 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2961,7 +2950,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":127 + /* "polylearn/cd_lifted_fast.pyx":126 * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2970,7 +2959,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":128 + /* "polylearn/cd_lifted_fast.pyx":127 * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2979,7 +2968,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":133 + /* "polylearn/cd_lifted_fast.pyx":132 * * cdef double sum_viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -2988,7 +2977,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_converged = 0; - /* "polylearn/cd_lifted_fast.pyx":139 + /* "polylearn/cd_lifted_fast.pyx":138 * cdef double u_old * * cdef double *xi = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2997,7 +2986,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_xi = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":146 + /* "polylearn/cd_lifted_fast.pyx":145 * cdef int n_nz * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -3008,7 +2997,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_it = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":147 + /* "polylearn/cd_lifted_fast.pyx":146 * * for it in range(max_iter): * sum_viol = 0 # <<<<<<<<<<<<<< @@ -3017,7 +3006,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_lifted_fast.pyx":148 + /* "polylearn/cd_lifted_fast.pyx":147 * for it in range(max_iter): * sum_viol = 0 * for t in range(degree): # <<<<<<<<<<<<<< @@ -3028,7 +3017,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":149 + /* "polylearn/cd_lifted_fast.pyx":148 * sum_viol = 0 * for t in range(degree): * for s in range(n_components): # <<<<<<<<<<<<<< @@ -3039,7 +3028,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_s = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":150 + /* "polylearn/cd_lifted_fast.pyx":149 * for t in range(degree): * for s in range(n_components): * _precompute(U, X, s, t, xi) # <<<<<<<<<<<<<< @@ -3048,7 +3037,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_f_9polylearn_14cd_lifted_fast__precompute(__pyx_v_U, __pyx_v_X, __pyx_v_s, __pyx_v_t, __pyx_v_xi); - /* "polylearn/cd_lifted_fast.pyx":151 + /* "polylearn/cd_lifted_fast.pyx":150 * for s in range(n_components): * _precompute(U, X, s, t, xi) * for j in range(n_features): # <<<<<<<<<<<<<< @@ -3059,7 +3048,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_j = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":153 + /* "polylearn/cd_lifted_fast.pyx":152 * for j in range(n_features): * * u_old = U[t, s, j] # <<<<<<<<<<<<<< @@ -3071,7 +3060,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_11 = __pyx_v_j; __pyx_v_u_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_9 * __pyx_v_U.strides[0]) ) + __pyx_t_10 * __pyx_v_U.strides[1]) )) + __pyx_t_11)) ))); - /* "polylearn/cd_lifted_fast.pyx":154 + /* "polylearn/cd_lifted_fast.pyx":153 * * u_old = U[t, s, j] * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -3080,7 +3069,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":156 + /* "polylearn/cd_lifted_fast.pyx":155 * X.get_column_ptr(j, &indices, &data, &n_nz) * * inv_step_size = 0 # <<<<<<<<<<<<<< @@ -3089,7 +3078,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = 0.0; - /* "polylearn/cd_lifted_fast.pyx":157 + /* "polylearn/cd_lifted_fast.pyx":156 * * inv_step_size = 0 * update = 0 # <<<<<<<<<<<<<< @@ -3098,7 +3087,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = 0.0; - /* "polylearn/cd_lifted_fast.pyx":159 + /* "polylearn/cd_lifted_fast.pyx":158 * update = 0 * * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -3109,7 +3098,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":160 + /* "polylearn/cd_lifted_fast.pyx":159 * * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -3118,7 +3107,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":161 + /* "polylearn/cd_lifted_fast.pyx":160 * for ii in range(n_nz): * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -3127,7 +3116,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + (pow((__pyx_v_xi[__pyx_v_i]), 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_lifted_fast.pyx":162 + /* "polylearn/cd_lifted_fast.pyx":161 * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< @@ -3136,7 +3125,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_t_14 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":163 + /* "polylearn/cd_lifted_fast.pyx":162 * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], * y[i]) # <<<<<<<<<<<<<< @@ -3145,7 +3134,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_t_15 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":162 + /* "polylearn/cd_lifted_fast.pyx":161 * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< @@ -3155,7 +3144,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_v_update = (__pyx_v_update + (((__pyx_v_xi[__pyx_v_i]) * (__pyx_v_data[__pyx_v_ii])) * ((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_14 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_15 * __pyx_v_y.strides[0]) )))))); } - /* "polylearn/cd_lifted_fast.pyx":165 + /* "polylearn/cd_lifted_fast.pyx":164 * y[i]) * * inv_step_size *= loss.mu # <<<<<<<<<<<<<< @@ -3164,7 +3153,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size * __pyx_v_loss->mu); - /* "polylearn/cd_lifted_fast.pyx":166 + /* "polylearn/cd_lifted_fast.pyx":165 * * inv_step_size *= loss.mu * inv_step_size += beta # <<<<<<<<<<<<<< @@ -3173,7 +3162,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_v_beta); - /* "polylearn/cd_lifted_fast.pyx":168 + /* "polylearn/cd_lifted_fast.pyx":167 * inv_step_size += beta * * update += beta * u_old # <<<<<<<<<<<<<< @@ -3182,7 +3171,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update + (__pyx_v_beta * __pyx_v_u_old)); - /* "polylearn/cd_lifted_fast.pyx":169 + /* "polylearn/cd_lifted_fast.pyx":168 * * update += beta * u_old * update /= inv_step_size # <<<<<<<<<<<<<< @@ -3191,7 +3180,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_lifted_fast.pyx":171 + /* "polylearn/cd_lifted_fast.pyx":170 * update /= inv_step_size * * U[t, s, j] -= update # <<<<<<<<<<<<<< @@ -3203,7 +3192,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_18 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_16 * __pyx_v_U.strides[0]) ) + __pyx_t_17 * __pyx_v_U.strides[1]) )) + __pyx_t_18)) )) -= __pyx_v_update; - /* "polylearn/cd_lifted_fast.pyx":172 + /* "polylearn/cd_lifted_fast.pyx":171 * * U[t, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -3212,7 +3201,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_lifted_fast.pyx":175 + /* "polylearn/cd_lifted_fast.pyx":174 * * # synchronize predictions * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -3223,7 +3212,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":176 + /* "polylearn/cd_lifted_fast.pyx":175 * # synchronize predictions * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -3232,7 +3221,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":177 + /* "polylearn/cd_lifted_fast.pyx":176 * for ii in range(n_nz): * i = indices[ii] * y_pred[i] -= data[ii] * xi[i] * update # <<<<<<<<<<<<<< @@ -3246,7 +3235,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED } } - /* "polylearn/cd_lifted_fast.pyx":179 + /* "polylearn/cd_lifted_fast.pyx":178 * y_pred[i] -= data[ii] * xi[i] * update * * if verbose: # <<<<<<<<<<<<<< @@ -3256,18 +3245,18 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = (__pyx_v_verbose != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":180 + /* "polylearn/cd_lifted_fast.pyx":179 * * if verbose: * print("Iteration", it + 1, "violation sum", sum_viol) # <<<<<<<<<<<<<< * * if sum_viol < tol: */ - __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_21); - __pyx_t_22 = PyFloat_FromDouble(__pyx_v_sum_viol); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = PyFloat_FromDouble(__pyx_v_sum_viol); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); - __pyx_t_23 = PyTuple_New(4); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_23 = PyTuple_New(4); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_23); __Pyx_INCREF(__pyx_n_u_Iteration); __Pyx_GIVEREF(__pyx_n_u_Iteration); @@ -3281,12 +3270,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyTuple_SET_ITEM(__pyx_t_23, 3, __pyx_t_22); __pyx_t_21 = 0; __pyx_t_22 = 0; - __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); __Pyx_DECREF(__pyx_t_23); __pyx_t_23 = 0; __Pyx_DECREF(__pyx_t_22); __pyx_t_22 = 0; - /* "polylearn/cd_lifted_fast.pyx":179 + /* "polylearn/cd_lifted_fast.pyx":178 * y_pred[i] -= data[ii] * xi[i] * update * * if verbose: # <<<<<<<<<<<<<< @@ -3295,7 +3284,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ } - /* "polylearn/cd_lifted_fast.pyx":182 + /* "polylearn/cd_lifted_fast.pyx":181 * print("Iteration", it + 1, "violation sum", sum_viol) * * if sum_viol < tol: # <<<<<<<<<<<<<< @@ -3305,7 +3294,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = ((__pyx_v_sum_viol < __pyx_v_tol) != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":183 + /* "polylearn/cd_lifted_fast.pyx":182 * * if sum_viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -3315,16 +3304,16 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = (__pyx_v_verbose != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":184 + /* "polylearn/cd_lifted_fast.pyx":183 * if sum_viol < tol: * if verbose: * print("Converged at iteration", it + 1) # <<<<<<<<<<<<<< * converged = True * break */ - __pyx_t_22 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); - __pyx_t_23 = PyTuple_New(2); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_23 = PyTuple_New(2); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_23); __Pyx_INCREF(__pyx_kp_u_Converged_at_iteration); __Pyx_GIVEREF(__pyx_kp_u_Converged_at_iteration); @@ -3332,12 +3321,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __Pyx_GIVEREF(__pyx_t_22); PyTuple_SET_ITEM(__pyx_t_23, 1, __pyx_t_22); __pyx_t_22 = 0; - __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); __Pyx_DECREF(__pyx_t_23); __pyx_t_23 = 0; __Pyx_DECREF(__pyx_t_22); __pyx_t_22 = 0; - /* "polylearn/cd_lifted_fast.pyx":183 + /* "polylearn/cd_lifted_fast.pyx":182 * * if sum_viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -3346,7 +3335,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ } - /* "polylearn/cd_lifted_fast.pyx":185 + /* "polylearn/cd_lifted_fast.pyx":184 * if verbose: * print("Converged at iteration", it + 1) * converged = True # <<<<<<<<<<<<<< @@ -3355,7 +3344,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_converged = 1; - /* "polylearn/cd_lifted_fast.pyx":186 + /* "polylearn/cd_lifted_fast.pyx":185 * print("Converged at iteration", it + 1) * converged = True * break # <<<<<<<<<<<<<< @@ -3364,7 +3353,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ goto __pyx_L4_break; - /* "polylearn/cd_lifted_fast.pyx":182 + /* "polylearn/cd_lifted_fast.pyx":181 * print("Iteration", it + 1, "violation sum", sum_viol) * * if sum_viol < tol: # <<<<<<<<<<<<<< @@ -3375,7 +3364,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED } __pyx_L4_break:; - /* "polylearn/cd_lifted_fast.pyx":188 + /* "polylearn/cd_lifted_fast.pyx":187 * break * * free(xi) # <<<<<<<<<<<<<< @@ -3383,13 +3372,13 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ free(__pyx_v_xi); - /* "polylearn/cd_lifted_fast.pyx":189 + /* "polylearn/cd_lifted_fast.pyx":188 * * free(xi) * return converged # <<<<<<<<<<<<<< */ __Pyx_XDECREF(__pyx_r); - __pyx_t_22 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); __pyx_r = __pyx_t_22; __pyx_t_22 = 0; @@ -17799,7 +17788,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_u_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 1, 0, 1}, {&__pyx_n_s_cd_lifted, __pyx_k_cd_lifted, sizeof(__pyx_k_cd_lifted), 0, 0, 1, 1}, {&__pyx_n_s_class, __pyx_k_class, sizeof(__pyx_k_class), 0, 0, 1, 1}, - {&__pyx_n_s_compute_loss, __pyx_k_compute_loss, sizeof(__pyx_k_compute_loss), 0, 0, 1, 1}, {&__pyx_kp_s_contiguous_and_direct, __pyx_k_contiguous_and_direct, sizeof(__pyx_k_contiguous_and_direct), 0, 0, 1, 0}, {&__pyx_kp_s_contiguous_and_indirect, __pyx_k_contiguous_and_indirect, sizeof(__pyx_k_contiguous_and_indirect), 0, 0, 1, 0}, {&__pyx_n_s_converged, __pyx_k_converged, sizeof(__pyx_k_converged), 0, 0, 1, 1}, @@ -17876,7 +17864,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { }; static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -18113,10 +18101,10 @@ static int __Pyx_InitCachedConstants(void) { * ColumnDataset X, * double[:] y, */ - __pyx_tuple__20 = PyTuple_Pack(29, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_compute_loss, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__20 = PyTuple_Pack(28, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_tuple__20); __Pyx_GIVEREF(__pyx_tuple__20); - __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(10, 0, 29, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 114, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(9, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 114, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name diff --git a/polylearn/cd_lifted_fast.pyx b/polylearn/cd_lifted_fast.pyx index d222250..17665c9 100644 --- a/polylearn/cd_lifted_fast.pyx +++ b/polylearn/cd_lifted_fast.pyx @@ -119,8 +119,7 @@ def _cd_lifted(double[:, :, ::1] U, LossFunction loss, int max_iter, double tol, - int verbose, - bint compute_loss): + int verbose): cdef Py_ssize_t n_samples = X.get_n_samples() cdef Py_ssize_t n_features = X.get_n_features() diff --git a/polylearn/factorization_machine.py b/polylearn/factorization_machine.py index 766035d..6cd81c8 100644 --- a/polylearn/factorization_machine.py +++ b/polylearn/factorization_machine.py @@ -32,7 +32,7 @@ class _BaseFactorizationMachine(six.with_metaclass(ABCMeta, _BasePoly)): def __init__(self, degree=2, loss='squared', n_components=2, alpha=1, beta=1, tol=1e-6, fit_lower='explicit', fit_linear=True, warm_start=False, init_lambdas='ones', max_iter=10000, - verbose=False, compute_loss=False, random_state=None): + verbose=False, random_state=None): self.degree = degree self.loss = loss self.n_components = n_components @@ -45,7 +45,6 @@ def __init__(self, degree=2, loss='squared', n_components=2, alpha=1, self.init_lambdas = init_lambdas self.max_iter = max_iter self.verbose = verbose - self.compute_loss = compute_loss self.random_state = random_state def _augment(self, X): @@ -112,8 +111,7 @@ def fit(self, X, y): y_pred, self.lams_, self.degree, self.alpha, self.beta, self.fit_linear, self.fit_lower == 'explicit', loss_obj, - self.max_iter, self.tol, self.verbose, - self.compute_loss) + self.max_iter, self.tol, self.verbose) if not converged: warnings.warn("Objective did not converge. Increase max_iter.") @@ -204,10 +202,6 @@ class FactorizationMachineRegressor(_BaseFactorizationMachine, verbose : boolean, optional, default: False Whether to print debugging information. - compute_loss : boolean, optional, default: False - Whether to compute the training loss at every iteration. Slows down - runtime but may be useful for debugging convergence issues. - random_state : int seed, RandomState instance, or None (default) The seed of the pseudo random number generator to use for initializing the parameters. @@ -247,12 +241,12 @@ class FactorizationMachineRegressor(_BaseFactorizationMachine, def __init__(self, degree=2, n_components=2, alpha=1, beta=1, tol=1e-6, fit_lower='explicit', fit_linear=True, warm_start=False, init_lambdas='ones', max_iter=10000, verbose=False, - compute_loss=False, random_state=None): + random_state=None): super(FactorizationMachineRegressor, self).__init__( degree, 'squared', n_components, alpha, beta, tol, fit_lower, fit_linear, warm_start, init_lambdas, max_iter, verbose, - compute_loss, random_state) + random_state) class FactorizationMachineClassifier(_BaseFactorizationMachine, @@ -327,10 +321,6 @@ class FactorizationMachineClassifier(_BaseFactorizationMachine, verbose : boolean, optional, default: False Whether to print debugging information. - compute_loss : boolean, optional, default: False - Whether to compute the training loss at every iteration. Slows down - runtime but may be useful for debugging convergence issues. - random_state : int seed, RandomState instance, or None (default) The seed of the pseudo random number generator to use for initializing the parameters. @@ -371,9 +361,9 @@ class FactorizationMachineClassifier(_BaseFactorizationMachine, def __init__(self, degree=2, loss='squared_hinge', n_components=2, alpha=1, beta=1, tol=1e-6, fit_lower='explicit', fit_linear=True, warm_start=False, init_lambdas='ones', max_iter=10000, - verbose=False, compute_loss=False, random_state=None): + verbose=False, random_state=None): super(FactorizationMachineClassifier, self).__init__( degree, loss, n_components, alpha, beta, tol, fit_lower, fit_linear, warm_start, init_lambdas, max_iter, verbose, - compute_loss, random_state) + random_state) diff --git a/polylearn/polynomial_network.py b/polylearn/polynomial_network.py index 4f25108..f0b8ab8 100644 --- a/polylearn/polynomial_network.py +++ b/polylearn/polynomial_network.py @@ -36,8 +36,7 @@ class _BasePolynomialNetwork(six.with_metaclass(ABCMeta, _BasePoly)): @abstractmethod def __init__(self, degree=2, loss='squared', n_components=5, beta=1, tol=1e-6, fit_lower='augment', warm_start=False, - max_iter=10000, verbose=False, compute_loss=False, - random_state=None): + max_iter=10000, verbose=False, random_state=None): self.degree = degree self.loss = loss self.n_components = n_components @@ -47,7 +46,6 @@ def __init__(self, degree=2, loss='squared', n_components=5, beta=1, self.warm_start = warm_start self.max_iter = max_iter self.verbose = verbose - self.compute_loss = compute_loss self.random_state = random_state def _augment(self, X): @@ -92,8 +90,7 @@ def fit(self, X, y): y_pred = _lifted_predict(self.U_, dataset) converged = _cd_lifted(self.U_, dataset, y, y_pred, self.beta, - loss_obj, self.max_iter, self.tol, self.verbose, - self.compute_loss) + loss_obj, self.max_iter, self.tol, self.verbose) if not converged: warnings.warn("Objective did not converge. Increase max_iter.") @@ -148,10 +145,6 @@ class PolynomialNetworkRegressor(_BasePolynomialNetwork, _PolyRegressorMixin): verbose : boolean, optional, default: False Whether to print debugging information. - compute_loss : boolean, optional, default: False - Whether to compute the training loss at every iteration. Slows down - runtime but may be useful for debugging convergence issues. - random_state : int seed, RandomState instance, or None (default) The seed of the pseudo random number generator to use for initializing the parameters. @@ -177,12 +170,11 @@ class PolynomialNetworkRegressor(_BasePolynomialNetwork, _PolyRegressorMixin): def __init__(self, degree=2, n_components=2, beta=1, tol=1e-6, fit_lower='augment', warm_start=False, - max_iter=10000, verbose=False, compute_loss=False, - random_state=None): + max_iter=10000, verbose=False, random_state=None): super(PolynomialNetworkRegressor, self).__init__( degree, 'squared', n_components, beta, tol, fit_lower, - warm_start, max_iter, verbose, compute_loss, random_state) + warm_start, max_iter, verbose, random_state) class PolynomialNetworkClassifier(_BasePolynomialNetwork, @@ -233,10 +225,6 @@ class PolynomialNetworkClassifier(_BasePolynomialNetwork, verbose : boolean, optional, default: False Whether to print debugging information. - compute_loss : boolean, optional, default: False - Whether to compute the training loss at every iteration. Slows down - runtime but may be useful for debugging convergence issues. - random_state : int seed, RandomState instance, or None (default) The seed of the pseudo random number generator to use for initializing the parameters. @@ -262,9 +250,8 @@ class PolynomialNetworkClassifier(_BasePolynomialNetwork, def __init__(self, degree=2, loss='squared_hinge', n_components=2, beta=1, tol=1e-6, fit_lower='augment', warm_start=False, - max_iter=10000, verbose=False, compute_loss=False, - random_state=None): + max_iter=10000, verbose=False, random_state=None): super(PolynomialNetworkClassifier, self).__init__( degree, loss, n_components, beta, tol, fit_lower, - warm_start, max_iter, verbose, compute_loss, random_state) + warm_start, max_iter, verbose, random_state) From e78961ee56b78f5034130f8500a0045e6e4e5722 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 15:41:53 -0400 Subject: [PATCH 07/19] cimport numpy no longer needed --- polylearn/cd_lifted_fast.cpp | 4226 +++++---------------------------- polylearn/cd_lifted_fast.pyx | 2 - polylearn/cd_linear_fast.cpp | 4235 +++++----------------------------- polylearn/cd_linear_fast.pxd | 1 - polylearn/cd_linear_fast.pyx | 3 +- 5 files changed, 1280 insertions(+), 7187 deletions(-) diff --git a/polylearn/cd_lifted_fast.cpp b/polylearn/cd_lifted_fast.cpp index e77acee..52a6c62 100644 --- a/polylearn/cd_lifted_fast.cpp +++ b/polylearn/cd_lifted_fast.cpp @@ -248,10 +248,8 @@ static CYTHON_INLINE float __PYX_NAN() { #include "string.h" #include "stdlib.h" #include "math.h" -#include "stdio.h" -#include "numpy/arrayobject.h" -#include "numpy/ufuncobject.h" #include "pythread.h" +#include "stdio.h" #include "pystate.h" #ifdef _OPENMP #include @@ -459,33 +457,10 @@ static int __pyx_clineno = 0; static const char * __pyx_cfilenm= __FILE__; static const char *__pyx_filename; -#if !defined(CYTHON_CCOMPLEX) - #if defined(__cplusplus) - #define CYTHON_CCOMPLEX 1 - #elif defined(_Complex_I) - #define CYTHON_CCOMPLEX 1 - #else - #define CYTHON_CCOMPLEX 0 - #endif -#endif -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - #include - #else - #include - #endif -#endif -#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) - #undef _Complex_I - #define _Complex_I 1.0fj -#endif - static const char *__pyx_f[] = { "polylearn/cd_lifted_fast.pyx", - "__init__.pxd", "stringsource", - "type.pxd", "dataset_fast.pxd", "polylearn/loss_fast.pxd", }; @@ -582,215 +557,6 @@ typedef volatile __pyx_atomic_int_type __pyx_atomic_int; #endif -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":725 - * # 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":726 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":727 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":728 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":732 - * #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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":733 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":734 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":735 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":739 - * #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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":740 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":749 - * # The int types are mapped a bit surprising -- - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t - */ -typedef npy_long __pyx_t_5numpy_int_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":750 - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong longlong_t - * - */ -typedef npy_longlong __pyx_t_5numpy_long_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":751 - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_ulong uint_t - */ -typedef npy_longlong __pyx_t_5numpy_longlong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":753 - * ctypedef npy_longlong longlong_t - * - * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t - */ -typedef npy_ulong __pyx_t_5numpy_uint_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":754 - * - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulonglong_t - * - */ -typedef npy_ulonglong __pyx_t_5numpy_ulong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":755 - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_intp intp_t - */ -typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":757 - * ctypedef npy_ulonglong ulonglong_t - * - * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< - * ctypedef npy_uintp uintp_t - * - */ -typedef npy_intp __pyx_t_5numpy_intp_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":758 - * - * ctypedef npy_intp intp_t - * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< - * - * ctypedef npy_double float_t - */ -typedef npy_uintp __pyx_t_5numpy_uintp_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":760 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":761 - * - * ctypedef npy_double float_t - * ctypedef npy_double double_t # <<<<<<<<<<<<<< - * ctypedef npy_longdouble longdouble_t - * - */ -typedef npy_double __pyx_t_5numpy_double_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":762 - * ctypedef npy_double float_t - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cfloat cfloat_t - */ -typedef npy_longdouble __pyx_t_5numpy_longdouble_t; -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< float > __pyx_t_float_complex; - #else - typedef float _Complex __pyx_t_float_complex; - #endif -#else - typedef struct { float real, imag; } __pyx_t_float_complex; -#endif - -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< double > __pyx_t_double_complex; - #else - typedef double _Complex __pyx_t_double_complex; - #endif -#else - typedef struct { double real, imag; } __pyx_t_double_complex; -#endif - - /*--- Type declarations ---*/ struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset; @@ -805,42 +571,6 @@ struct __pyx_MemviewEnum_obj; struct __pyx_memoryview_obj; struct __pyx_memoryviewslice_obj; -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":764 - * ctypedef npy_longdouble longdouble_t - * - * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t - */ -typedef npy_cfloat __pyx_t_5numpy_cfloat_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":765 - * - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< - * ctypedef npy_clongdouble clongdouble_t - * - */ -typedef npy_cdouble __pyx_t_5numpy_cdouble_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":766 - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cdouble complex_t - */ -typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":768 - * ctypedef npy_clongdouble clongdouble_t - * - * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew1(a): - */ -typedef npy_cdouble __pyx_t_5numpy_complex_t; - /* "lightning/impl/dataset_fast.pxd":4 * # License: BSD * @@ -1314,34 +1044,6 @@ static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyOb static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); -#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()) { - PyObject* args = PyTuple_Pack(1, key); - if (likely(args)) - PyErr_SetObject(PyExc_KeyError, args); - Py_XDECREF(args); - } - return NULL; - } - Py_INCREF(value); - return value; -} -#else - #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#endif - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); - #include static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); @@ -1366,6 +1068,14 @@ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); + static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); @@ -1542,106 +1252,6 @@ static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); -#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(_WIN32) || defined(__clang__)) && defined(__cplusplus) && CYTHON_CCOMPLEX - #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 - -static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); - -#if CYTHON_CCOMPLEX - #define __Pyx_c_eqf(a, b) ((a)==(b)) - #define __Pyx_c_sumf(a, b) ((a)+(b)) - #define __Pyx_c_difff(a, b) ((a)-(b)) - #define __Pyx_c_prodf(a, b) ((a)*(b)) - #define __Pyx_c_quotf(a, b) ((a)/(b)) - #define __Pyx_c_negf(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zerof(z) ((z)==(float)0) - #define __Pyx_c_conjf(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_absf(z) (::std::abs(z)) - #define __Pyx_c_powf(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zerof(z) ((z)==0) - #define __Pyx_c_conjf(z) (conjf(z)) - #if 1 - #define __Pyx_c_absf(z) (cabsf(z)) - #define __Pyx_c_powf(a, b) (cpowf(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); - static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); - #if 1 - static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); - #endif -#endif - -static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); - -#if CYTHON_CCOMPLEX - #define __Pyx_c_eq(a, b) ((a)==(b)) - #define __Pyx_c_sum(a, b) ((a)+(b)) - #define __Pyx_c_diff(a, b) ((a)-(b)) - #define __Pyx_c_prod(a, b) ((a)*(b)) - #define __Pyx_c_quot(a, b) ((a)/(b)) - #define __Pyx_c_neg(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zero(z) ((z)==(double)0) - #define __Pyx_c_conj(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_abs(z) (::std::abs(z)) - #define __Pyx_c_pow(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zero(z) ((z)==0) - #define __Pyx_c_conj(z) (conj(z)) - #if 1 - #define __Pyx_c_abs(z) (cabs(z)) - #define __Pyx_c_pow(a, b) (cpow(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); - static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); - #if 1 - static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); - #endif -#endif - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); - static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, char order, int ndim); @@ -1693,31 +1303,6 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo /* Module declarations from 'libc.math' */ -/* Module declarations from 'cpython.buffer' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from '__builtin__' */ - -/* Module declarations from 'cpython.type' */ -static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; - -/* Module declarations from 'cpython' */ - -/* Module declarations from 'cpython.object' */ - -/* Module declarations from 'cpython.ref' */ - -/* Module declarations from 'numpy' */ - -/* Module declarations from 'numpy' */ -static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; -static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; -static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; -static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; -static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ - /* Module declarations from 'lightning.impl.dataset_fast' */ static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = 0; static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = 0; @@ -1782,37 +1367,21 @@ int __pyx_module_is_main_polylearn__cd_lifted_fast = 0; static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_print; static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_RuntimeError; static PyObject *__pyx_builtin_MemoryError; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; -static char __pyx_k_B[] = "B"; -static char __pyx_k_H[] = "H"; -static char __pyx_k_I[] = "I"; -static char __pyx_k_L[] = "L"; static char __pyx_k_O[] = "O"; -static char __pyx_k_Q[] = "Q"; static char __pyx_k_U[] = "U"; static char __pyx_k_X[] = "X"; -static char __pyx_k_b[] = "b"; static char __pyx_k_c[] = "c"; -static char __pyx_k_d[] = "d"; -static char __pyx_k_f[] = "f"; -static char __pyx_k_g[] = "g"; -static char __pyx_k_h[] = "h"; static char __pyx_k_i[] = "i"; static char __pyx_k_j[] = "j"; -static char __pyx_k_l[] = "l"; -static char __pyx_k_q[] = "q"; static char __pyx_k_s[] = "s"; static char __pyx_k_t[] = "t"; static char __pyx_k_y[] = "y"; -static char __pyx_k_Zd[] = "Zd"; -static char __pyx_k_Zf[] = "Zf"; -static char __pyx_k_Zg[] = "Zg"; static char __pyx_k_id[] = "id"; static char __pyx_k_ii[] = "ii"; static char __pyx_k_it[] = "it"; @@ -1871,7 +1440,6 @@ static char __pyx_k_ValueError[] = "ValueError"; static char __pyx_k_n_features[] = "n_features"; static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; static char __pyx_k_MemoryError[] = "MemoryError"; -static char __pyx_k_RuntimeError[] = "RuntimeError"; static char __pyx_k_n_components[] = "n_components"; static char __pyx_k_inv_step_size[] = "inv_step_size"; static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; @@ -1893,26 +1461,20 @@ static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d. static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; -static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; static char __pyx_k_strided_and_direct_or_indirect[] = ""; static char __pyx_k_home_vlad_code_polylearn_polyle[] = "/home/vlad/code/polylearn/polylearn/cd_lifted_fast.pyx"; -static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; -static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; -static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; -static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; -static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; @@ -1920,8 +1482,6 @@ static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_kp_u_Converged_at_iteration; static PyObject *__pyx_n_s_Ellipsis; static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; static PyObject *__pyx_n_s_IndexError; static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte; static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr; @@ -1930,10 +1490,8 @@ static PyObject *__pyx_n_u_Iteration; static PyObject *__pyx_n_s_MemoryError; static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x; static PyObject *__pyx_kp_s_MemoryView_of_r_object; -static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; static PyObject *__pyx_n_b_O; static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a; -static PyObject *__pyx_n_s_RuntimeError; static PyObject *__pyx_n_s_TypeError; static PyObject *__pyx_n_s_U; static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object; @@ -1982,8 +1540,6 @@ static PyObject *__pyx_n_s_n_nz; static PyObject *__pyx_n_s_n_samples; static PyObject *__pyx_n_s_name; static PyObject *__pyx_n_s_name_2; -static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; -static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; static PyObject *__pyx_n_s_ndim; static PyObject *__pyx_n_s_obj; static PyObject *__pyx_n_s_out; @@ -2010,7 +1566,6 @@ static PyObject *__pyx_n_s_tol; static PyObject *__pyx_n_s_u_old; static PyObject *__pyx_kp_s_unable_to_allocate_array_data; static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str; -static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; static PyObject *__pyx_n_s_unpack; static PyObject *__pyx_n_s_update; static PyObject *__pyx_n_s_verbose; @@ -2020,8 +1575,6 @@ static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_out); /* proto */ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_U, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, double __pyx_v_beta, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose); /* proto */ -static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ @@ -2070,25 +1623,19 @@ static PyObject *__pyx_tuple__6; static PyObject *__pyx_tuple__7; static PyObject *__pyx_tuple__8; static PyObject *__pyx_tuple__9; -static PyObject *__pyx_slice__16; -static PyObject *__pyx_slice__17; -static PyObject *__pyx_slice__18; -static PyObject *__pyx_tuple__10; -static PyObject *__pyx_tuple__11; -static PyObject *__pyx_tuple__12; +static PyObject *__pyx_slice__10; +static PyObject *__pyx_slice__11; +static PyObject *__pyx_slice__12; static PyObject *__pyx_tuple__13; static PyObject *__pyx_tuple__14; -static PyObject *__pyx_tuple__15; +static PyObject *__pyx_tuple__16; +static PyObject *__pyx_tuple__17; +static PyObject *__pyx_tuple__18; static PyObject *__pyx_tuple__19; static PyObject *__pyx_tuple__20; -static PyObject *__pyx_tuple__22; -static PyObject *__pyx_tuple__23; -static PyObject *__pyx_tuple__24; -static PyObject *__pyx_tuple__25; -static PyObject *__pyx_tuple__26; -static PyObject *__pyx_codeobj__21; +static PyObject *__pyx_codeobj__15; -/* "polylearn/cd_lifted_fast.pyx":20 +/* "polylearn/cd_lifted_fast.pyx":18 * * * cpdef void _fast_lifted_predict(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2128,7 +1675,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi Py_ssize_t __pyx_t_13; __Pyx_RefNannySetupContext("_fast_lifted_predict", 0); - /* "polylearn/cd_lifted_fast.pyx":29 + /* "polylearn/cd_lifted_fast.pyx":27 * # but it's more memory efficient. * * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2137,7 +1684,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":30 + /* "polylearn/cd_lifted_fast.pyx":28 * * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2146,7 +1693,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":32 + /* "polylearn/cd_lifted_fast.pyx":30 * cdef Py_ssize_t n_components = U.shape[1] * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2155,7 +1702,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":33 + /* "polylearn/cd_lifted_fast.pyx":31 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2164,7 +1711,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":41 + /* "polylearn/cd_lifted_fast.pyx":39 * cdef Py_ssize_t i, j, ii * * cdef double *middle = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2173,7 +1720,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_middle = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":42 + /* "polylearn/cd_lifted_fast.pyx":40 * * cdef double *middle = malloc(n_samples * sizeof(double)) * cdef double *inner = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2182,7 +1729,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_inner = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":45 + /* "polylearn/cd_lifted_fast.pyx":43 * * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2193,7 +1740,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":47 + /* "polylearn/cd_lifted_fast.pyx":45 * for s in range(n_components): * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2204,7 +1751,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":48 + /* "polylearn/cd_lifted_fast.pyx":46 * * for i in range(n_samples): * middle[i] = 1 # <<<<<<<<<<<<<< @@ -2214,7 +1761,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi (__pyx_v_middle[__pyx_v_i]) = 1.0; } - /* "polylearn/cd_lifted_fast.pyx":50 + /* "polylearn/cd_lifted_fast.pyx":48 * middle[i] = 1 * * for t in range(degree): # <<<<<<<<<<<<<< @@ -2225,7 +1772,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":53 + /* "polylearn/cd_lifted_fast.pyx":51 * # inner = np.dot(U[t, s, :], X.T) * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2236,7 +1783,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":54 + /* "polylearn/cd_lifted_fast.pyx":52 * * for i in range(n_samples): * inner[i] = 0 # <<<<<<<<<<<<<< @@ -2246,7 +1793,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi (__pyx_v_inner[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_lifted_fast.pyx":56 + /* "polylearn/cd_lifted_fast.pyx":54 * inner[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2257,7 +1804,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_j = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":57 + /* "polylearn/cd_lifted_fast.pyx":55 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2266,7 +1813,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":58 + /* "polylearn/cd_lifted_fast.pyx":56 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2277,7 +1824,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_ii = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":59 + /* "polylearn/cd_lifted_fast.pyx":57 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2286,7 +1833,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":60 + /* "polylearn/cd_lifted_fast.pyx":58 * for ii in range(n_nz): * i = indices[ii] * inner[i] += data[ii] * U[t, s, j] # <<<<<<<<<<<<<< @@ -2301,7 +1848,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":63 + /* "polylearn/cd_lifted_fast.pyx":61 * * # middle *= inner * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2312,7 +1859,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":64 + /* "polylearn/cd_lifted_fast.pyx":62 * # middle *= inner * for i in range(n_samples): * middle[i] *= inner[i] # <<<<<<<<<<<<<< @@ -2324,7 +1871,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":66 + /* "polylearn/cd_lifted_fast.pyx":64 * middle[i] *= inner[i] * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2335,7 +1882,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":67 + /* "polylearn/cd_lifted_fast.pyx":65 * * for i in range(n_samples): * out[i] += middle[i] # <<<<<<<<<<<<<< @@ -2347,7 +1894,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":69 + /* "polylearn/cd_lifted_fast.pyx":67 * out[i] += middle[i] * * free(inner) # <<<<<<<<<<<<<< @@ -2356,7 +1903,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ free(__pyx_v_inner); - /* "polylearn/cd_lifted_fast.pyx":70 + /* "polylearn/cd_lifted_fast.pyx":68 * * free(inner) * free(middle) # <<<<<<<<<<<<<< @@ -2365,7 +1912,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ free(__pyx_v_middle); - /* "polylearn/cd_lifted_fast.pyx":20 + /* "polylearn/cd_lifted_fast.pyx":18 * * * cpdef void _fast_lifted_predict(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2410,16 +1957,16 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict(PyOb case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_out)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_fast_lifted_predict") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_fast_lifted_predict") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 3) { goto __pyx_L5_argtuple_error; @@ -2428,19 +1975,19 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict(PyOb values[1] = PyTuple_GET_ITEM(__pyx_args, 1); values[2] = PyTuple_GET_ITEM(__pyx_args, 2); } - __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[1]); - __pyx_v_out = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_out.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_out = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_out.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._fast_lifted_predict", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_out); /* function exit code */ @@ -2461,9 +2008,9 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHO int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_fast_lifted_predict", 0); __Pyx_XDECREF(__pyx_r); - if (unlikely(!__pyx_v_U.memview)) { __Pyx_RaiseUnboundLocalError("U"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - if (unlikely(!__pyx_v_out.memview)) { __Pyx_RaiseUnboundLocalError("out"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_1 = __Pyx_void_to_None(__pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_v_U, __pyx_v_X, __pyx_v_out, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_v_U.memview)) { __Pyx_RaiseUnboundLocalError("U"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_out.memview)) { __Pyx_RaiseUnboundLocalError("out"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + __pyx_t_1 = __Pyx_void_to_None(__pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_v_U, __pyx_v_X, __pyx_v_out, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -2482,7 +2029,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHO return __pyx_r; } -/* "polylearn/cd_lifted_fast.pyx":73 +/* "polylearn/cd_lifted_fast.pyx":71 * * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2517,7 +2064,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ Py_ssize_t __pyx_t_11; __Pyx_RefNannySetupContext("_precompute", 0); - /* "polylearn/cd_lifted_fast.pyx":79 + /* "polylearn/cd_lifted_fast.pyx":77 * double* out): * * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2526,7 +2073,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":80 + /* "polylearn/cd_lifted_fast.pyx":78 * * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2535,7 +2082,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":82 + /* "polylearn/cd_lifted_fast.pyx":80 * cdef Py_ssize_t n_components = U.shape[1] * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2544,7 +2091,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":83 + /* "polylearn/cd_lifted_fast.pyx":81 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2553,7 +2100,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":91 + /* "polylearn/cd_lifted_fast.pyx":89 * cdef Py_ssize_t i, j, ii * * cdef double *inner = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2562,7 +2109,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_inner = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":93 + /* "polylearn/cd_lifted_fast.pyx":91 * cdef double *inner = malloc(n_samples * sizeof(double)) * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2573,7 +2120,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":94 + /* "polylearn/cd_lifted_fast.pyx":92 * * for i in range(n_samples): * out[i] = 1 # <<<<<<<<<<<<<< @@ -2583,7 +2130,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ (__pyx_v_out[__pyx_v_i]) = 1.0; } - /* "polylearn/cd_lifted_fast.pyx":96 + /* "polylearn/cd_lifted_fast.pyx":94 * out[i] = 1 * * for t_prime in range(degree): # <<<<<<<<<<<<<< @@ -2594,7 +2141,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_t_prime = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":98 + /* "polylearn/cd_lifted_fast.pyx":96 * for t_prime in range(degree): * * if t == t_prime: # <<<<<<<<<<<<<< @@ -2604,7 +2151,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __pyx_t_3 = ((__pyx_v_t == __pyx_v_t_prime) != 0); if (__pyx_t_3) { - /* "polylearn/cd_lifted_fast.pyx":99 + /* "polylearn/cd_lifted_fast.pyx":97 * * if t == t_prime: * continue # <<<<<<<<<<<<<< @@ -2613,7 +2160,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ goto __pyx_L5_continue; - /* "polylearn/cd_lifted_fast.pyx":98 + /* "polylearn/cd_lifted_fast.pyx":96 * for t_prime in range(degree): * * if t == t_prime: # <<<<<<<<<<<<<< @@ -2622,7 +2169,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ } - /* "polylearn/cd_lifted_fast.pyx":101 + /* "polylearn/cd_lifted_fast.pyx":99 * continue * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2633,7 +2180,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":102 + /* "polylearn/cd_lifted_fast.pyx":100 * * for i in range(n_samples): * inner[i] = 0 # <<<<<<<<<<<<<< @@ -2643,7 +2190,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ (__pyx_v_inner[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_lifted_fast.pyx":104 + /* "polylearn/cd_lifted_fast.pyx":102 * inner[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2654,7 +2201,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":105 + /* "polylearn/cd_lifted_fast.pyx":103 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2663,7 +2210,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":106 + /* "polylearn/cd_lifted_fast.pyx":104 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2674,7 +2221,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) { __pyx_v_ii = __pyx_t_7; - /* "polylearn/cd_lifted_fast.pyx":107 + /* "polylearn/cd_lifted_fast.pyx":105 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2683,7 +2230,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":108 + /* "polylearn/cd_lifted_fast.pyx":106 * for ii in range(n_nz): * i = indices[ii] * inner[i] += data[ii] * U[t_prime, s, j] # <<<<<<<<<<<<<< @@ -2698,7 +2245,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ } } - /* "polylearn/cd_lifted_fast.pyx":109 + /* "polylearn/cd_lifted_fast.pyx":107 * i = indices[ii] * inner[i] += data[ii] * U[t_prime, s, j] * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2709,7 +2256,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":110 + /* "polylearn/cd_lifted_fast.pyx":108 * inner[i] += data[ii] * U[t_prime, s, j] * for i in range(n_samples): * out[i] *= inner[i] # <<<<<<<<<<<<<< @@ -2722,7 +2269,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __pyx_L5_continue:; } - /* "polylearn/cd_lifted_fast.pyx":111 + /* "polylearn/cd_lifted_fast.pyx":109 * for i in range(n_samples): * out[i] *= inner[i] * free(inner) # <<<<<<<<<<<<<< @@ -2731,7 +2278,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ free(__pyx_v_inner); - /* "polylearn/cd_lifted_fast.pyx":73 + /* "polylearn/cd_lifted_fast.pyx":71 * * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2743,7 +2290,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __Pyx_RefNannyFinishContext(); } -/* "polylearn/cd_lifted_fast.pyx":114 +/* "polylearn/cd_lifted_fast.pyx":112 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2797,46 +2344,46 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; 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__pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[5]); - __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._cd_lifted", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_beta, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose); /* function exit code */ @@ -2932,7 +2479,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_lifted", 0); - /* "polylearn/cd_lifted_fast.pyx":124 + /* "polylearn/cd_lifted_fast.pyx":122 * int verbose): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2941,7 +2488,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":125 + /* "polylearn/cd_lifted_fast.pyx":123 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2950,7 +2497,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":126 + /* "polylearn/cd_lifted_fast.pyx":124 * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2959,7 +2506,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":127 + /* "polylearn/cd_lifted_fast.pyx":125 * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2968,7 +2515,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":132 + /* "polylearn/cd_lifted_fast.pyx":130 * * cdef double sum_viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -2977,7 +2524,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_converged = 0; - /* "polylearn/cd_lifted_fast.pyx":138 + /* "polylearn/cd_lifted_fast.pyx":136 * cdef double u_old * * cdef double *xi = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2986,7 +2533,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_xi = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":145 + /* "polylearn/cd_lifted_fast.pyx":143 * cdef int n_nz * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -2997,7 +2544,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_it = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":146 + /* "polylearn/cd_lifted_fast.pyx":144 * * for it in range(max_iter): * sum_viol = 0 # <<<<<<<<<<<<<< @@ -3006,7 +2553,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_lifted_fast.pyx":147 + /* "polylearn/cd_lifted_fast.pyx":145 * for it in range(max_iter): * sum_viol = 0 * for t in range(degree): # <<<<<<<<<<<<<< @@ -3017,7 +2564,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":148 + /* "polylearn/cd_lifted_fast.pyx":146 * sum_viol = 0 * for t in range(degree): * for s in range(n_components): # <<<<<<<<<<<<<< @@ -3028,7 +2575,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_s = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":149 + /* "polylearn/cd_lifted_fast.pyx":147 * for t in range(degree): * for s in range(n_components): * _precompute(U, X, s, t, xi) # <<<<<<<<<<<<<< @@ -3037,7 +2584,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_f_9polylearn_14cd_lifted_fast__precompute(__pyx_v_U, __pyx_v_X, __pyx_v_s, __pyx_v_t, __pyx_v_xi); - /* "polylearn/cd_lifted_fast.pyx":150 + /* "polylearn/cd_lifted_fast.pyx":148 * for s in range(n_components): * _precompute(U, X, s, t, xi) * for j in range(n_features): # <<<<<<<<<<<<<< @@ -3048,7 +2595,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_j = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":152 + /* "polylearn/cd_lifted_fast.pyx":150 * for j in range(n_features): * * u_old = U[t, s, j] # <<<<<<<<<<<<<< @@ -3060,7 +2607,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_11 = __pyx_v_j; __pyx_v_u_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_9 * __pyx_v_U.strides[0]) ) + __pyx_t_10 * __pyx_v_U.strides[1]) )) + __pyx_t_11)) ))); - /* "polylearn/cd_lifted_fast.pyx":153 + /* "polylearn/cd_lifted_fast.pyx":151 * * u_old = U[t, s, j] * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -3069,7 +2616,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":155 + /* "polylearn/cd_lifted_fast.pyx":153 * X.get_column_ptr(j, &indices, &data, &n_nz) * * inv_step_size = 0 # <<<<<<<<<<<<<< @@ -3078,7 +2625,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = 0.0; - /* "polylearn/cd_lifted_fast.pyx":156 + /* "polylearn/cd_lifted_fast.pyx":154 * * inv_step_size = 0 * update = 0 # <<<<<<<<<<<<<< @@ -3087,7 +2634,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = 0.0; - /* "polylearn/cd_lifted_fast.pyx":158 + /* "polylearn/cd_lifted_fast.pyx":156 * update = 0 * * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -3098,7 +2645,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":159 + /* "polylearn/cd_lifted_fast.pyx":157 * * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -3107,7 +2654,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":160 + /* "polylearn/cd_lifted_fast.pyx":158 * for ii in range(n_nz): * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -3116,7 +2663,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + (pow((__pyx_v_xi[__pyx_v_i]), 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_lifted_fast.pyx":161 + /* "polylearn/cd_lifted_fast.pyx":159 * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< @@ -3125,7 +2672,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_t_14 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":162 + /* "polylearn/cd_lifted_fast.pyx":160 * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], * y[i]) # <<<<<<<<<<<<<< @@ -3134,7 +2681,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_t_15 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":161 + /* "polylearn/cd_lifted_fast.pyx":159 * i = indices[ii] * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< @@ -3144,7 +2691,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_v_update = (__pyx_v_update + (((__pyx_v_xi[__pyx_v_i]) * (__pyx_v_data[__pyx_v_ii])) * ((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_14 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_15 * __pyx_v_y.strides[0]) )))))); } - /* "polylearn/cd_lifted_fast.pyx":164 + /* "polylearn/cd_lifted_fast.pyx":162 * y[i]) * * inv_step_size *= loss.mu # <<<<<<<<<<<<<< @@ -3153,7 +2700,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size * __pyx_v_loss->mu); - /* "polylearn/cd_lifted_fast.pyx":165 + /* "polylearn/cd_lifted_fast.pyx":163 * * inv_step_size *= loss.mu * inv_step_size += beta # <<<<<<<<<<<<<< @@ -3162,7 +2709,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_v_beta); - /* "polylearn/cd_lifted_fast.pyx":167 + /* "polylearn/cd_lifted_fast.pyx":165 * inv_step_size += beta * * update += beta * u_old # <<<<<<<<<<<<<< @@ -3171,7 +2718,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update + (__pyx_v_beta * __pyx_v_u_old)); - /* "polylearn/cd_lifted_fast.pyx":168 + /* "polylearn/cd_lifted_fast.pyx":166 * * update += beta * u_old * update /= inv_step_size # <<<<<<<<<<<<<< @@ -3180,7 +2727,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_lifted_fast.pyx":170 + /* "polylearn/cd_lifted_fast.pyx":168 * update /= inv_step_size * * U[t, s, j] -= update # <<<<<<<<<<<<<< @@ -3192,7 +2739,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_18 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_16 * __pyx_v_U.strides[0]) ) + __pyx_t_17 * __pyx_v_U.strides[1]) )) + __pyx_t_18)) )) -= __pyx_v_update; - /* "polylearn/cd_lifted_fast.pyx":171 + /* "polylearn/cd_lifted_fast.pyx":169 * * U[t, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -3201,7 +2748,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_lifted_fast.pyx":174 + /* "polylearn/cd_lifted_fast.pyx":172 * * # synchronize predictions * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -3212,7 +2759,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":175 + /* "polylearn/cd_lifted_fast.pyx":173 * # synchronize predictions * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -3221,7 +2768,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":176 + /* "polylearn/cd_lifted_fast.pyx":174 * for ii in range(n_nz): * i = indices[ii] * y_pred[i] -= data[ii] * xi[i] * update # <<<<<<<<<<<<<< @@ -3235,7 +2782,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED } } - /* "polylearn/cd_lifted_fast.pyx":178 + /* "polylearn/cd_lifted_fast.pyx":176 * y_pred[i] -= data[ii] * xi[i] * update * * if verbose: # <<<<<<<<<<<<<< @@ -3245,18 +2792,18 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = (__pyx_v_verbose != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":179 + /* "polylearn/cd_lifted_fast.pyx":177 * * if verbose: * print("Iteration", it + 1, "violation sum", sum_viol) # <<<<<<<<<<<<<< * * if sum_viol < tol: */ - __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); 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__Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_shape), (&PyTuple_Type), 1, "shape", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_shape), (&PyTuple_Type), 1, "shape", 1))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (unlikely(((PyObject *)__pyx_v_format) == Py_None)) { - PyErr_Format(PyExc_TypeError, "Argument '%.200s' must not be None", "format"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_Format(PyExc_TypeError, "Argument '%.200s' must not be None", "format"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(((struct __pyx_array_obj *)__pyx_v_self), __pyx_v_shape, __pyx_v_itemsize, __pyx_v_format, __pyx_v_mode, __pyx_v_allocate_buffer); @@ -5711,9 +3115,9 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ if (unlikely(__pyx_v_shape == Py_None)) { PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_1 = PyTuple_GET_SIZE(__pyx_v_shape); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_GET_SIZE(__pyx_v_shape); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->ndim = ((int)__pyx_t_1); /* "View.MemoryView":126 @@ -5742,11 +3146,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * if itemsize <= 0: */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple_, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":128 * self.itemsize = itemsize @@ -5774,11 +3178,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * if not isinstance(format, bytes): */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":131 * raise ValueError("Empty shape tuple for cython.array") @@ -5807,9 +3211,9 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self._format = format # keep a reference to the byte string * self.format = self._format */ - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_format, __pyx_n_s_encode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_format, __pyx_n_s_encode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF_SET(__pyx_v_format, __pyx_t_5); @@ -5831,7 +3235,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self.format = self._format * */ - if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_5 = __pyx_v_format; __Pyx_INCREF(__pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); @@ -5847,7 +3251,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * */ - __pyx_t_6 = __Pyx_PyObject_AsString(__pyx_v_self->_format); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_AsString(__pyx_v_self->_format); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->format = __pyx_t_6; /* "View.MemoryView":140 @@ -5885,11 +3289,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__10, NULL); 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__pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_3); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); #endif - __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; 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__Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_10); __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_9); __pyx_t_9 = 0; - __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_10, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_10, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; __Pyx_Raise(__pyx_t_9, 0, 0, 0); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L10:; @@ -6128,8 +3532,8 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * if allocate_buffer: * */ - __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; 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if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { @@ -6370,7 +3774,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): */ - __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = (__pyx_t_2 != 0); if (__pyx_t_1) { @@ -6410,11 +3814,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru * info.buf = self.data * info.len = self.len */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__12, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":187 * elif self.mode == u"fortran": @@ -6769,11 +4173,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct _ * */ __Pyx_XDECREF(__pyx_r); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "View.MemoryView":231 @@ -7049,13 +4453,13 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * else: * result = array(shape, itemsize, format, mode.decode('ASCII'), */ - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_INCREF(__pyx_v_shape); __Pyx_GIVEREF(__pyx_v_shape); @@ -7069,7 +4473,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize __pyx_t_2 = 0; __pyx_t_3 = 0; __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_4); @@ -7093,13 +4497,13 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * result.data = buf */ /*else*/ { - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_v_shape); __Pyx_GIVEREF(__pyx_v_shape); @@ -7121,9 +4525,9 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * result.data = buf * */ - __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":243 * result = array(shape, itemsize, format, mode.decode('ASCII')) @@ -7132,7 +4536,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * allocate_buffer=False) * result.data = buf */ - __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -7221,7 +4625,7 @@ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_ar else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -7232,7 +4636,7 @@ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_ar } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.Enum.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7454,7 +4858,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (kw_args > 0) { @@ -7463,7 +4867,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -7475,16 +4879,16 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } __pyx_v_obj = values[0]; - __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} if (values[2]) { - __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else { __pyx_v_dtype_is_object = ((int)0); } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7560,7 +4964,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None */ - __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":324 * if type(self) is memoryview or obj is not None: @@ -7634,7 +5038,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * * if flags & PyBUF_FORMAT: */ - PyErr_NoMemory(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":329 * @@ -7662,11 +5066,11 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * else: * self.dtype_is_object = dtype_is_object */ - __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __pyx_v_self->dtype_is_object = __pyx_t_1; @@ -7872,26 +5276,26 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py __pyx_t_2 = __pyx_v_index; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_4)) { if (likely(PyList_CheckExact(__pyx_t_2))) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } else { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } @@ -7901,7 +5305,7 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -7919,8 +5323,8 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py * * return itemp */ - __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_7; /* "View.MemoryView":352 @@ -8040,7 +5444,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * * cdef char *itemp */ - __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); if (likely(__pyx_t_3 != Py_None)) { PyObject* sequence = __pyx_t_3; @@ -8052,7 +5456,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ if (unlikely(size != 2)) { if (size > 2) __Pyx_RaiseTooManyValuesError(2); else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); @@ -8060,14 +5464,14 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ __Pyx_INCREF(__pyx_t_4); __Pyx_INCREF(__pyx_t_5); #else - __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } else { - __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_have_slices = __pyx_t_4; __pyx_t_4 = 0; @@ -8081,7 +5485,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * return memview_slice(self, indices) * else: */ - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_2) { /* "View.MemoryView":366 @@ -8092,7 +5496,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * itemp = self.get_item_pointer(indices) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -8115,7 +5519,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * */ /*else*/ { - __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_6; /* "View.MemoryView":369 @@ -8126,7 +5530,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * def __setitem__(memoryview self, object index, object value): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -8199,7 +5603,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * * if have_slices: */ - __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (likely(__pyx_t_1 != Py_None)) { PyObject* sequence = __pyx_t_1; @@ -8211,7 +5615,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit if (unlikely(size != 2)) { if (size > 2) __Pyx_RaiseTooManyValuesError(2); else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); @@ -8219,14 +5623,14 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit __Pyx_INCREF(__pyx_t_2); __Pyx_INCREF(__pyx_t_3); #else - __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); #endif __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } else { - __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_have_slices = __pyx_t_2; __pyx_t_2 = 0; @@ -8240,7 +5644,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * obj = self.is_slice(value) * if obj: */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":375 @@ -8250,7 +5654,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * if obj: * self.setitem_slice_assignment(self[index], obj) */ - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_obj = __pyx_t_1; __pyx_t_1 = 0; @@ -8262,7 +5666,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * self.setitem_slice_assignment(self[index], obj) * else: */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":377 @@ -8272,9 +5676,9 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * else: * self.setitem_slice_assign_scalar(self[index], value) */ - __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -8297,10 +5701,10 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * self.setitem_indexed(index, value) */ /*else*/ { - __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -8325,7 +5729,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * cdef is_slice(self, obj): */ /*else*/ { - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } @@ -8414,7 +5818,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * self.dtype_is_object) * except TypeError: */ - __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_6); /* "View.MemoryView":387 @@ -8424,7 +5828,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * except TypeError: * return None */ - __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); /* "View.MemoryView":386 @@ -8434,7 +5838,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * self.dtype_is_object) * except TypeError: */ - __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_INCREF(__pyx_v_obj); __Pyx_GIVEREF(__pyx_v_obj); @@ -8445,7 +5849,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7); __pyx_t_6 = 0; __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7); @@ -8478,7 +5882,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_TypeError); if (__pyx_t_9) { __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} + if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_8); __Pyx_GOTREF(__pyx_t_6); @@ -8594,7 +5998,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * get_slice_from_memview(dst, &dst_slice)[0], * src.ndim, dst.ndim, self.dtype_is_object) */ - if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":398 * @@ -8603,7 +6007,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * src.ndim, dst.ndim, self.dtype_is_object) * */ - if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":399 * memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0], @@ -8612,13 +6016,13 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * * cdef setitem_slice_assign_scalar(self, memoryview dst, value): */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "View.MemoryView":397 @@ -8628,7 +6032,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * get_slice_from_memview(dst, &dst_slice)[0], * src.ndim, dst.ndim, self.dtype_is_object) */ - __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":393 * return obj @@ -8737,7 +6141,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * item = tmp * else: */ - PyErr_NoMemory(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":412 * if self.view.itemsize > sizeof(array): @@ -8825,7 +6229,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * */ /*else*/ { - __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L6_error;} + __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } @@ -8848,7 +6252,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize, * item, self.dtype_is_object) */ - __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L6_error;} + __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -8963,7 +6367,7 @@ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *_ * self.assign_item_from_object(itemp, value) * */ - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_1; /* "View.MemoryView":435 @@ -8973,7 +6377,7 @@ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *_ * * cdef convert_item_to_object(self, char *itemp): */ - __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -9036,7 +6440,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * cdef bytes bytesitem * */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_struct = __pyx_t_1; __pyx_t_1 = 0; @@ -9048,7 +6452,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * try: * result = struct.unpack(self.view.format, bytesitem) */ - __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_bytesitem = ((PyObject*)__pyx_t_1); __pyx_t_1 = 0; @@ -9074,9 +6478,9 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * except struct.error: * raise ValueError("Unable to convert item to object") */ - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_t_7 = NULL; __pyx_t_8 = 0; @@ -9090,7 +6494,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview __pyx_t_8 = 1; } } - __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_9); if (__pyx_t_7) { __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL; @@ -9101,7 +6505,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview __Pyx_GIVEREF(__pyx_v_bytesitem); PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_v_bytesitem); __pyx_t_6 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; @@ -9137,7 +6541,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}; + __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}; __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -9178,13 +6582,13 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * raise ValueError("Unable to convert item to object") * else: */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_12 = PyErr_ExceptionMatches(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_12) { __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_GOTREF(__pyx_t_5); __Pyx_GOTREF(__pyx_t_9); @@ -9196,11 +6600,11 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * else: * if len(self.view.format) == 1: */ - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_Raise(__pyx_t_6, 0, 0, 0); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} } goto __pyx_L5_except_error; __pyx_L5_except_error:; @@ -9291,7 +6695,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie * cdef char c * cdef bytes bytesvalue */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_struct = __pyx_t_1; __pyx_t_1 = 0; @@ -9314,26 +6718,26 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie * else: * bytesvalue = struct.pack(self.view.format, value) */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); 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if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; 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__pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_5 = NULL; __pyx_t_7 = 0; @@ -9371,7 +6775,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_7 = 1; } } - __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); if (__pyx_t_5) { __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_5); __pyx_t_5 = NULL; @@ -9382,11 +6786,11 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __Pyx_GIVEREF(__pyx_v_value); PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_v_value); __pyx_t_1 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4); __pyx_t_4 = 0; } @@ -9402,7 +6806,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_7 = 0; if (unlikely(__pyx_v_bytesvalue == Py_None)) { PyErr_SetString(PyExc_TypeError, "'NoneType' is not iterable"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_INCREF(__pyx_v_bytesvalue); __pyx_t_9 = __pyx_v_bytesvalue; @@ -9792,9 +7196,9 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ * transpose_memslice(&result.from_slice) * return result */ - __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_1); __pyx_t_1 = 0; @@ -9805,7 +7209,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ * return result * */ - __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":506 * cdef _memoryviewslice result = memoryview_copy(self) @@ -9935,18 +7339,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(stru * property strides: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim); for (__pyx_t_4 = __pyx_v_self->view.shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) { __pyx_t_2 = __pyx_t_4; __pyx_v_length = (__pyx_t_2[0]); - __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } - __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_r = __pyx_t_5; @@ -10026,11 +7430,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(st * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":521 * @cname('__pyx_memoryview_get_strides') @@ -10049,18 +7453,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(st * property suboffsets: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = (__pyx_v_self->view.strides + __pyx_v_self->view.ndim); for (__pyx_t_5 = __pyx_v_self->view.strides; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) { __pyx_t_3 = __pyx_t_5; __pyx_v_stride = (__pyx_t_3[0]); - __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; } - __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_6; @@ -10141,9 +7545,9 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get_ * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__15, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__9, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_3; @@ -10167,18 +7571,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get_ * property ndim: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_5 = (__pyx_v_self->view.suboffsets + __pyx_v_self->view.ndim); for (__pyx_t_6 = __pyx_v_self->view.suboffsets; __pyx_t_6 < __pyx_t_5; __pyx_t_6++) { __pyx_t_4 = __pyx_t_6; __pyx_v_suboffset = (__pyx_t_4[0]); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } - __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_r = __pyx_t_2; @@ -10243,7 +7647,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struc * property itemsize: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10306,7 +7710,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(s * property nbytes: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 543; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 543; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10371,11 +7775,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(str * property size: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10472,7 +7876,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc __pyx_t_4 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim); for (__pyx_t_5 = __pyx_v_self->view.shape; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) { __pyx_t_3 = __pyx_t_5; - __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_6); __pyx_t_6 = 0; @@ -10484,7 +7888,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc * * self._size = result */ - __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF_SET(__pyx_v_result, __pyx_t_6); __pyx_t_6 = 0; @@ -10665,12 +8069,12 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10681,12 +8085,12 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * * def __str__(self): */ - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(((PyObject *)__pyx_v_self)); __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_self)); - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10697,7 +8101,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * id(self)) * */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); @@ -10705,7 +8109,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_3); __pyx_t_1 = 0; __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_3; @@ -10772,20 +8176,20 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_object, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_object, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_1; @@ -10861,7 +8265,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16 * def is_f_contig(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10935,7 +8339,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18 * def copy(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 587; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 587; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -11018,7 +8422,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20 * self.view.itemsize, * flags|PyBUF_C_CONTIGUOUS, */ - __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_mslice = __pyx_t_1; /* "View.MemoryView":599 @@ -11029,7 +8433,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20 * def copy_fortran(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_mslice)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_mslice)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -11113,7 +8517,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22 * self.view.itemsize, * flags|PyBUF_F_CONTIGUOUS, */ - __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_src), __pyx_k_fortran, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_F_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_src), __pyx_k_fortran, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_F_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_dst = __pyx_t_1; /* "View.MemoryView":611 @@ -11124,7 +8528,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 611; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 611; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -11176,11 +8580,11 @@ static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, in * result.typeinfo = typeinfo * return result */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_o); __Pyx_GIVEREF(__pyx_v_o); @@ -11191,7 +8595,7 @@ static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, in PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2); __pyx_t_1 = 0; __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryview_obj *)__pyx_t_2); @@ -11331,7 +8735,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: * tup = index */ - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 630; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 630; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_index); __Pyx_GIVEREF(__pyx_v_index); @@ -11369,7 +8773,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * have_slices = False * seen_ellipsis = False */ - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_v_result = ((PyObject*)__pyx_t_3); __pyx_t_3 = 0; @@ -11405,26 +8809,26 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_4 = __pyx_v_tup; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0; __pyx_t_6 = NULL; } else { - __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_6)) { if (likely(PyList_CheckExact(__pyx_t_4))) { if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); #endif } else { if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); #endif } @@ -11434,7 +8838,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -11444,7 +8848,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_7 = 0; __Pyx_INCREF(__pyx_t_3); __Pyx_XDECREF_SET(__pyx_v_idx, __pyx_t_3); - __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = __pyx_t_7; @@ -11478,17 +8882,17 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * seen_ellipsis = True * else: */ - __pyx_t_8 = PyObject_Length(__pyx_v_tup); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Length(__pyx_v_tup); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__16); - __Pyx_GIVEREF(__pyx_slice__16); - PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__16); + __Pyx_INCREF(__pyx_slice__10); + __Pyx_GIVEREF(__pyx_slice__10); + PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__10); } } - __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; /* "View.MemoryView":641 @@ -11518,7 +8922,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: */ /*else*/ { - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__17); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__11); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L7:; @@ -11568,19 +8972,19 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * * have_slices = have_slices or isinstance(item, slice) */ - __pyx_t_7 = __Pyx_PyString_Format(__pyx_kp_s_Cannot_index_with_type_s, ((PyObject *)Py_TYPE(__pyx_v_item))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_PyString_Format(__pyx_kp_s_Cannot_index_with_type_s, ((PyObject *)Py_TYPE(__pyx_v_item))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); - __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_7); __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; __Pyx_Raise(__pyx_t_7, 0, 0, 0); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":646 * have_slices = True @@ -11617,7 +9021,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * * nslices = ndim - len(result) */ - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L6:; @@ -11639,7 +9043,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * if nslices: * result.extend([slice(None)] * nslices) */ - __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_nslices = (__pyx_v_ndim - __pyx_t_5); /* "View.MemoryView":653 @@ -11659,16 +9063,16 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * * return have_slices or nslices, tuple(result) */ - __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); - PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__18); + __Pyx_INCREF(__pyx_slice__12); + __Pyx_GIVEREF(__pyx_slice__12); + PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__12); } } - __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "View.MemoryView":653 @@ -11690,20 +9094,20 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __Pyx_XDECREF(__pyx_r); if (!__pyx_v_have_slices) { } else { - __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_3 = __pyx_t_4; __pyx_t_4 = 0; goto __pyx_L14_bool_binop_done; } - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_3 = __pyx_t_4; __pyx_t_4 = 0; __pyx_L14_bool_binop_done:; - __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_3); @@ -11792,11 +9196,11 @@ static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __ * * */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":660 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim): @@ -11903,7 +9307,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ if (unlikely(!Py_OptimizeFlag)) { if (unlikely(!((__pyx_v_memview->view.ndim > 0) != 0))) { PyErr_SetNone(PyExc_AssertionError); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 680; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 680; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } #endif @@ -11926,7 +9330,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_src = &memviewsliceobj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_memviewsliceobj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); @@ -12022,26 +9426,26 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_3 = __pyx_v_indices; __Pyx_INCREF(__pyx_t_3); __pyx_t_7 = 0; __pyx_t_8 = NULL; } else { - __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_8)) { if (likely(PyList_CheckExact(__pyx_t_3))) { if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } else { if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } @@ -12051,7 +9455,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -12079,7 +9483,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * 0, 0, 0, # have_{start,stop,step} * False) */ - __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":706 * for dim, index in enumerate(indices): @@ -12088,7 +9492,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":705 * @@ -12165,13 +9569,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * step = index.step or 0 */ /*else*/ { - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L7_bool_binop_done; @@ -12187,13 +9591,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * step = index.step or 0 * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L9_bool_binop_done; @@ -12209,13 +9613,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * have_start = index.start is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L11_bool_binop_done; @@ -12231,7 +9635,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * have_stop = index.stop is not None * have_step = index.step is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -12244,7 +9648,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * have_step = index.step is not None * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -12257,7 +9661,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * slice_memviewslice( */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -12270,7 +9674,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":732 * have_start, have_stop, have_step, @@ -12320,7 +9724,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memviewsliceobj.to_dtype_func, * memview.dtype_is_object) */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":737 * return memoryview_fromslice(dst, new_ndim, @@ -12329,7 +9733,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memview.dtype_is_object) * else: */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":735 * @@ -12338,9 +9742,9 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memviewsliceobj.to_object_func, * memviewsliceobj.to_dtype_func, */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; @@ -12371,7 +9775,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); /* "View.MemoryView":740 @@ -12381,7 +9785,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memview.dtype_is_object) * */ - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; @@ -12487,7 +9891,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * else: * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":789 * if start < 0: @@ -12552,7 +9956,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":795 * negative_step = have_step != 0 and step < 0 @@ -13124,7 +10528,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * else: * suboffset_dim[0] = new_ndim */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L26:; @@ -13256,11 +10660,11 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_shape = (__pyx_v_view->len / __pyx_v_itemsize); @@ -13368,22 +10772,22 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P * * if index >= shape: */ - __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_4, 0, 0, 0); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":885 * if index < 0: @@ -13420,22 +10824,22 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P * * resultp = bufp + index * stride */ - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":888 * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) @@ -13638,7 +11042,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { * * return 1 */ - __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":914 * shape[i], shape[j] = shape[j], shape[i] @@ -13764,7 +11168,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor * return memoryview.convert_item_to_object(self, itemp) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -13788,7 +11192,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor */ /*else*/ { __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -13850,7 +11254,7 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo * else: * memoryview.assign_item_from_object(self, itemp, value) */ - __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":944 * @@ -13870,7 +11274,7 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo * property base: */ /*else*/ { - __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } @@ -14016,9 +11420,9 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * * result.from_slice = memviewslice */ - __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(Py_None); __Pyx_GIVEREF(Py_None); @@ -14029,7 +11433,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2); @@ -14060,7 +11464,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * result.typeinfo = memviewslice.memview.typeinfo * */ - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __Pyx_GOTREF(__pyx_v_result->from_object); @@ -14231,7 +11635,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_7 = (__pyx_v_result->__pyx_base.view.shape + __pyx_v_ndim); for (__pyx_t_8 = __pyx_v_result->__pyx_base.view.shape; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) { __pyx_t_6 = __pyx_t_8; - __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_2); __pyx_t_2 = 0; @@ -14243,12 +11647,12 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * * result.to_object_func = to_object_func */ - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result->__pyx_base.view.len = __pyx_t_9; } @@ -14343,7 +11747,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p * return &obj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); @@ -14567,7 +11971,7 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx * @cname('__pyx_memoryview_copy_object_from_slice') */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -14693,7 +12097,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview * * */ - __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_r = __pyx_t_5; __pyx_t_5 = 0; @@ -15494,7 +12898,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, * * */ - __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1180 * @@ -15708,13 +13112,13 @@ static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent * * @cname('__pyx_memoryview_err_dim') */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); @@ -15733,20 +13137,20 @@ static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent * (i, extent1, extent2)) * */ - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1208 * @@ -15803,11 +13207,11 @@ static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, * * @cname('__pyx_memoryview_err') */ - __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -15823,24 +13227,24 @@ static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, } } if (!__pyx_t_2) { - __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_GOTREF(__pyx_t_1); } else { - __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); __pyx_t_2 = NULL; __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_4); __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1214 * @@ -15910,7 +13314,7 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { * else: * raise error */ - __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_error); __pyx_t_4 = __pyx_v_error; __pyx_t_5 = NULL; @@ -15924,24 +13328,24 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { } } if (!__pyx_t_5) { - __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_GOTREF(__pyx_t_2); } else { - __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL; __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; } __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1219 * @cname('__pyx_memoryview_err') @@ -15961,7 +13365,7 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { */ /*else*/ { __Pyx_Raise(__pyx_v_error, 0, 0, 0); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":1218 @@ -16205,7 +13609,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * if src.suboffsets[i] >= 0: */ /*else*/ { - __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L7:; @@ -16235,7 +13639,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * * if slices_overlap(&src, &dst, ndim, itemsize): */ - __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1256 * _err_extents(i, dst.shape[i], src.shape[i]) @@ -16292,7 +13696,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * src = tmp * */ - __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_tmpdata = __pyx_t_6; /* "View.MemoryView":1265 @@ -16476,7 +13880,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * transpose_memslice(&dst) * */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1287 * @@ -16485,7 +13889,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * * refcount_copying(&dst, dtype_is_object, ndim, False) */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1283 * return 0 @@ -17762,8 +15166,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_u_Converged_at_iteration, __pyx_k_Converged_at_iteration, sizeof(__pyx_k_Converged_at_iteration), 0, 1, 0, 0}, {&__pyx_n_s_Ellipsis, __pyx_k_Ellipsis, sizeof(__pyx_k_Ellipsis), 0, 0, 1, 1}, {&__pyx_kp_s_Empty_shape_tuple_for_cython_arr, __pyx_k_Empty_shape_tuple_for_cython_arr, sizeof(__pyx_k_Empty_shape_tuple_for_cython_arr), 0, 0, 1, 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor, __pyx_k_Format_string_allocated_too_shor, sizeof(__pyx_k_Format_string_allocated_too_shor), 0, 1, 0, 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor_2, __pyx_k_Format_string_allocated_too_shor_2, sizeof(__pyx_k_Format_string_allocated_too_shor_2), 0, 1, 0, 0}, {&__pyx_n_s_IndexError, __pyx_k_IndexError, sizeof(__pyx_k_IndexError), 0, 0, 1, 1}, {&__pyx_kp_s_Indirect_dimensions_not_supporte, __pyx_k_Indirect_dimensions_not_supporte, sizeof(__pyx_k_Indirect_dimensions_not_supporte), 0, 0, 1, 0}, {&__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_k_Invalid_mode_expected_c_or_fortr, sizeof(__pyx_k_Invalid_mode_expected_c_or_fortr), 0, 0, 1, 0}, @@ -17772,10 +15174,8 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_MemoryError, __pyx_k_MemoryError, sizeof(__pyx_k_MemoryError), 0, 0, 1, 1}, {&__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_k_MemoryView_of_r_at_0x_x, sizeof(__pyx_k_MemoryView_of_r_at_0x_x), 0, 0, 1, 0}, {&__pyx_kp_s_MemoryView_of_r_object, __pyx_k_MemoryView_of_r_object, sizeof(__pyx_k_MemoryView_of_r_object), 0, 0, 1, 0}, - {&__pyx_kp_u_Non_native_byte_order_not_suppor, __pyx_k_Non_native_byte_order_not_suppor, sizeof(__pyx_k_Non_native_byte_order_not_suppor), 0, 1, 0, 0}, {&__pyx_n_b_O, __pyx_k_O, sizeof(__pyx_k_O), 0, 0, 0, 1}, {&__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_k_Out_of_bounds_on_buffer_access_a, sizeof(__pyx_k_Out_of_bounds_on_buffer_access_a), 0, 0, 1, 0}, - {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1}, {&__pyx_n_s_TypeError, __pyx_k_TypeError, sizeof(__pyx_k_TypeError), 0, 0, 1, 1}, {&__pyx_n_s_U, __pyx_k_U, sizeof(__pyx_k_U), 0, 0, 1, 1}, {&__pyx_kp_s_Unable_to_convert_item_to_object, __pyx_k_Unable_to_convert_item_to_object, sizeof(__pyx_k_Unable_to_convert_item_to_object), 0, 0, 1, 0}, @@ -17824,8 +15224,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_n_samples, __pyx_k_n_samples, sizeof(__pyx_k_n_samples), 0, 0, 1, 1}, {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, {&__pyx_n_s_name_2, __pyx_k_name_2, sizeof(__pyx_k_name_2), 0, 0, 1, 1}, - {&__pyx_kp_u_ndarray_is_not_C_contiguous, __pyx_k_ndarray_is_not_C_contiguous, sizeof(__pyx_k_ndarray_is_not_C_contiguous), 0, 1, 0, 0}, - {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, __pyx_k_ndarray_is_not_Fortran_contiguou, sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), 0, 1, 0, 0}, {&__pyx_n_s_ndim, __pyx_k_ndim, sizeof(__pyx_k_ndim), 0, 0, 1, 1}, {&__pyx_n_s_obj, __pyx_k_obj, sizeof(__pyx_k_obj), 0, 0, 1, 1}, {&__pyx_n_s_out, __pyx_k_out, sizeof(__pyx_k_out), 0, 0, 1, 1}, @@ -17852,7 +15250,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_u_old, __pyx_k_u_old, sizeof(__pyx_k_u_old), 0, 0, 1, 1}, {&__pyx_kp_s_unable_to_allocate_array_data, __pyx_k_unable_to_allocate_array_data, sizeof(__pyx_k_unable_to_allocate_array_data), 0, 0, 1, 0}, {&__pyx_kp_s_unable_to_allocate_shape_and_str, __pyx_k_unable_to_allocate_shape_and_str, sizeof(__pyx_k_unable_to_allocate_shape_and_str), 0, 0, 1, 0}, - {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_k_unknown_dtype_code_in_numpy_pxd, sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), 0, 1, 0, 0}, {&__pyx_n_s_unpack, __pyx_k_unpack, sizeof(__pyx_k_unpack), 0, 0, 1, 1}, {&__pyx_n_s_update, __pyx_k_update, sizeof(__pyx_k_update), 0, 0, 1, 1}, {&__pyx_n_s_verbose, __pyx_k_verbose, sizeof(__pyx_k_verbose), 0, 0, 1, 1}, @@ -17863,16 +15260,15 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -17882,72 +15278,6 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0); - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":218 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple_); - __Pyx_GIVEREF(__pyx_tuple_); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":222 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":259 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":799 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":803 - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<< - * # One could encode it in the format string and have Cython - * # complain instead, BUT: < and > in format strings also imply - */ - __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":823 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); - /* "View.MemoryView":129 * * if not self.ndim: @@ -17955,9 +15285,9 @@ static int __Pyx_InitCachedConstants(void) { * * if itemsize <= 0: */ - __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__7); - __Pyx_GIVEREF(__pyx_tuple__7); + __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple_); + __Pyx_GIVEREF(__pyx_tuple_); /* "View.MemoryView":132 * @@ -17966,9 +15296,9 @@ static int __Pyx_InitCachedConstants(void) { * * if not isinstance(format, bytes): */ - __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); + __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__2); + __Pyx_GIVEREF(__pyx_tuple__2); /* "View.MemoryView":135 * @@ -17977,9 +15307,9 @@ static int __Pyx_InitCachedConstants(void) { * self._format = format # keep a reference to the byte string * self.format = self._format */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); + __pyx_tuple__3 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__3); + __Pyx_GIVEREF(__pyx_tuple__3); /* "View.MemoryView":144 * @@ -17988,9 +15318,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__10 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); + __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__4); + __Pyx_GIVEREF(__pyx_tuple__4); /* "View.MemoryView":172 * self.data = malloc(self.len) @@ -17999,9 +15329,9 @@ static int __Pyx_InitCachedConstants(void) { * * if self.dtype_is_object: */ - __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); + __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__5); + __Pyx_GIVEREF(__pyx_tuple__5); /* "View.MemoryView":188 * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS @@ -18010,9 +15340,9 @@ static int __Pyx_InitCachedConstants(void) { * info.buf = self.data * info.len = self.len */ - __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); + __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__6); + __Pyx_GIVEREF(__pyx_tuple__6); /* "View.MemoryView":447 * result = struct.unpack(self.view.format, bytesitem) @@ -18021,9 +15351,9 @@ static int __Pyx_InitCachedConstants(void) { * else: * if len(self.view.format) == 1: */ - __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); + __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__7); + __Pyx_GIVEREF(__pyx_tuple__7); /* "View.MemoryView":523 * if self.view.strides == NULL: @@ -18032,9 +15362,9 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); + __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__8); + __Pyx_GIVEREF(__pyx_tuple__8); /* "View.MemoryView":531 * def __get__(self): @@ -18043,12 +15373,12 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) */ - __pyx_tuple__15 = PyTuple_New(1); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__15); + __pyx_tuple__9 = PyTuple_New(1); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__9); __Pyx_INCREF(__pyx_int_neg_1); __Pyx_GIVEREF(__pyx_int_neg_1); - PyTuple_SET_ITEM(__pyx_tuple__15, 0, __pyx_int_neg_1); - __Pyx_GIVEREF(__pyx_tuple__15); + PyTuple_SET_ITEM(__pyx_tuple__9, 0, __pyx_int_neg_1); + __Pyx_GIVEREF(__pyx_tuple__9); /* "View.MemoryView":640 * if item is Ellipsis: @@ -18057,9 +15387,9 @@ static int __Pyx_InitCachedConstants(void) { * seen_ellipsis = True * else: */ - __pyx_slice__16 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__16); - __Pyx_GIVEREF(__pyx_slice__16); + __pyx_slice__10 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__10); + __Pyx_GIVEREF(__pyx_slice__10); /* "View.MemoryView":643 * seen_ellipsis = True @@ -18068,9 +15398,9 @@ static int __Pyx_InitCachedConstants(void) { * have_slices = True * else: */ - __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__17); - __Pyx_GIVEREF(__pyx_slice__17); + __pyx_slice__11 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__11); + __Pyx_GIVEREF(__pyx_slice__11); /* "View.MemoryView":654 * nslices = ndim - len(result) @@ -18079,9 +15409,9 @@ static int __Pyx_InitCachedConstants(void) { * * return have_slices or nslices, tuple(result) */ - __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); + __pyx_slice__12 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__12); + __Pyx_GIVEREF(__pyx_slice__12); /* "View.MemoryView":661 * for suboffset in suboffsets[:ndim]: @@ -18090,21 +15420,21 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__19); - __Pyx_GIVEREF(__pyx_tuple__19); + __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__13); + __Pyx_GIVEREF(__pyx_tuple__13); - /* "polylearn/cd_lifted_fast.pyx":114 + /* "polylearn/cd_lifted_fast.pyx":112 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, * double[:] y, */ - __pyx_tuple__20 = PyTuple_Pack(28, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__20); - __Pyx_GIVEREF(__pyx_tuple__20); - __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(9, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 114, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__14 = PyTuple_Pack(28, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__14); + __Pyx_GIVEREF(__pyx_tuple__14); + __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(9, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 112, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -18113,9 +15443,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__22); - __Pyx_GIVEREF(__pyx_tuple__22); + __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__16)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__16); + __Pyx_GIVEREF(__pyx_tuple__16); /* "View.MemoryView":279 * @@ -18124,9 +15454,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect = Enum("") * */ - __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__23); - __Pyx_GIVEREF(__pyx_tuple__23); + __pyx_tuple__17 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__17)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__17); + __Pyx_GIVEREF(__pyx_tuple__17); /* "View.MemoryView":280 * cdef generic = Enum("") @@ -18135,9 +15465,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__24); - __Pyx_GIVEREF(__pyx_tuple__24); + __pyx_tuple__18 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__18)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__18); + __Pyx_GIVEREF(__pyx_tuple__18); /* "View.MemoryView":283 * @@ -18146,9 +15476,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect_contiguous = Enum("") * */ - __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__25); - __Pyx_GIVEREF(__pyx_tuple__25); + __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__19); + __Pyx_GIVEREF(__pyx_tuple__19); /* "View.MemoryView":284 * @@ -18157,9 +15487,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__26); - __Pyx_GIVEREF(__pyx_tuple__26); + __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__20); + __Pyx_GIVEREF(__pyx_tuple__20); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -18268,10 +15598,10 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) /*--- Variable export code ---*/ /*--- Function export code ---*/ /*--- Type init code ---*/ - if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_array.tp_print = 0; __pyx_array_type = &__pyx_type___pyx_array; - if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_MemviewEnum.tp_print = 0; __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum; __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview; @@ -18282,48 +15612,36 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed; __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object; __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object; - if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_memoryview.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_memoryview_type = &__pyx_type___pyx_memoryview; __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice; __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview; __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object; __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object; __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type; - if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_memoryviewslice.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice; /*--- Type import code ---*/ - __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", - #if CYTHON_COMPILING_IN_PYPY - sizeof(PyTypeObject), - #else - sizeof(PyHeapTypeObject), - #endif - 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ @@ -18331,16 +15649,16 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_lifted_fast.pyx":114 + /* "polylearn/cd_lifted_fast.pyx":112 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, * double[:] y, */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "polylearn/cd_lifted_fast.pyx":1 @@ -18360,9 +15678,9 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * * def __dealloc__(array self): */ - __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; PyType_Modified(__pyx_array_type); @@ -18373,7 +15691,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(generic); __Pyx_DECREF_SET(generic, __pyx_t_1); @@ -18387,7 +15705,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * cdef indirect = Enum("") * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(strided); __Pyx_DECREF_SET(strided, __pyx_t_1); @@ -18401,7 +15719,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(indirect); __Pyx_DECREF_SET(indirect, __pyx_t_1); @@ -18415,7 +15733,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * cdef indirect_contiguous = Enum("") * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(contiguous); __Pyx_DECREF_SET(contiguous, __pyx_t_1); @@ -18429,7 +15747,7 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(indirect_contiguous); __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_1); @@ -18443,9 +15761,9 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * * */ - __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; PyType_Modified(__pyx_memoryview_type); @@ -18456,9 +15774,9 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) * * */ - __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; PyType_Modified(__pyx_memoryviewslice_type); @@ -19584,33 +16902,6 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject } #endif -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); -} - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", - index, (index == 1) ? "" : "s"); -} - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); @@ -19775,6 +17066,33 @@ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( } } +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); @@ -20424,7 +17742,6 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line, #if PY_MAJOR_VERSION < 3 static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); - if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags); PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); @@ -20437,7 +17754,6 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { PyBuffer_Release(view); return; } - if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; } Py_DECREF(obj); view->obj = NULL; } @@ -21150,272 +18466,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { } } -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return ::std::complex< float >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return x + y*(__pyx_t_float_complex)_Complex_I; - } - #endif -#else - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - __pyx_t_float_complex z; - z.real = x; - z.imag = y; - return z; - } -#endif - -#if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; - } - static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; - } - #if 1 - static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrtf(z.real*z.real + z.imag*z.imag); - #else - return hypotf(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - float denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(a, a); - case 3: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, a); - case 4: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_absf(a); - theta = atan2f(a.imag, a.real); - } - lnr = logf(r); - z_r = expf(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cosf(z_theta); - z.imag = z_r * sinf(z_theta); - return z; - } - #endif -#endif - -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return ::std::complex< double >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return x + y*(__pyx_t_double_complex)_Complex_I; - } - #endif -#else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - __pyx_t_double_complex z; - z.real = x; - z.imag = y; - return z; - } -#endif - -#if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; - } - static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; - } - #if 1 - static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrt(z.real*z.real + z.imag*z.imag); - #else - return hypot(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - double denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(a, a); - case 3: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, a); - case 4: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_abs(a); - theta = atan2(a.imag, a.real); - } - lnr = log(r); - z_r = exp(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cos(z_theta); - z.imag = z_r * sin(z_theta); - return z; - } - #endif -#endif - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value) { - const enum NPY_TYPES neg_one = (enum NPY_TYPES) -1, const_zero = (enum NPY_TYPES) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(enum NPY_TYPES) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(enum NPY_TYPES) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(enum NPY_TYPES), - little, !is_unsigned); - } -} - static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, char order, int ndim) diff --git a/polylearn/cd_lifted_fast.pyx b/polylearn/cd_lifted_fast.pyx index 17665c9..f17e4b8 100644 --- a/polylearn/cd_lifted_fast.pyx +++ b/polylearn/cd_lifted_fast.pyx @@ -10,8 +10,6 @@ from libc.stdlib cimport malloc, free from libc.math cimport fabs -cimport numpy as np - from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction diff --git a/polylearn/cd_linear_fast.cpp b/polylearn/cd_linear_fast.cpp index 646a295..67d55f5 100644 --- a/polylearn/cd_linear_fast.cpp +++ b/polylearn/cd_linear_fast.cpp @@ -245,13 +245,11 @@ static CYTHON_INLINE float __PYX_NAN() { #define __PYX_HAVE__polylearn__cd_linear_fast #define __PYX_HAVE_API__polylearn__cd_linear_fast -#include "string.h" -#include "stdio.h" -#include "stdlib.h" -#include "numpy/arrayobject.h" -#include "numpy/ufuncobject.h" #include "math.h" #include "pythread.h" +#include "string.h" +#include "stdlib.h" +#include "stdio.h" #include "pystate.h" #ifdef _OPENMP #include @@ -459,33 +457,10 @@ static int __pyx_clineno = 0; static const char * __pyx_cfilenm= __FILE__; static const char *__pyx_filename; -#if !defined(CYTHON_CCOMPLEX) - #if defined(__cplusplus) - #define CYTHON_CCOMPLEX 1 - #elif defined(_Complex_I) - #define CYTHON_CCOMPLEX 1 - #else - #define CYTHON_CCOMPLEX 0 - #endif -#endif -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - #include - #else - #include - #endif -#endif -#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) - #undef _Complex_I - #define _Complex_I 1.0fj -#endif - static const char *__pyx_f[] = { "polylearn/cd_linear_fast.pyx", - "__init__.pxd", "stringsource", - "type.pxd", "dataset_fast.pxd", "polylearn/loss_fast.pxd", }; @@ -582,215 +557,6 @@ typedef volatile __pyx_atomic_int_type __pyx_atomic_int; #endif -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":725 - * # 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":726 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":727 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":728 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":732 - * #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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":733 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":734 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":735 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":739 - * #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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":740 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":749 - * # The int types are mapped a bit surprising -- - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t - */ -typedef npy_long __pyx_t_5numpy_int_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":750 - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong longlong_t - * - */ -typedef npy_longlong __pyx_t_5numpy_long_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":751 - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_ulong uint_t - */ -typedef npy_longlong __pyx_t_5numpy_longlong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":753 - * ctypedef npy_longlong longlong_t - * - * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t - */ -typedef npy_ulong __pyx_t_5numpy_uint_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":754 - * - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulonglong_t - * - */ -typedef npy_ulonglong __pyx_t_5numpy_ulong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":755 - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_intp intp_t - */ -typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":757 - * ctypedef npy_ulonglong ulonglong_t - * - * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< - * ctypedef npy_uintp uintp_t - * - */ -typedef npy_intp __pyx_t_5numpy_intp_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":758 - * - * ctypedef npy_intp intp_t - * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< - * - * ctypedef npy_double float_t - */ -typedef npy_uintp __pyx_t_5numpy_uintp_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":760 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":761 - * - * ctypedef npy_double float_t - * ctypedef npy_double double_t # <<<<<<<<<<<<<< - * ctypedef npy_longdouble longdouble_t - * - */ -typedef npy_double __pyx_t_5numpy_double_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":762 - * ctypedef npy_double float_t - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cfloat cfloat_t - */ -typedef npy_longdouble __pyx_t_5numpy_longdouble_t; -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< float > __pyx_t_float_complex; - #else - typedef float _Complex __pyx_t_float_complex; - #endif -#else - typedef struct { float real, imag; } __pyx_t_float_complex; -#endif - -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< double > __pyx_t_double_complex; - #else - typedef double _Complex __pyx_t_double_complex; - #endif -#else - typedef struct { double real, imag; } __pyx_t_double_complex; -#endif - - /*--- Type declarations ---*/ struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset; @@ -805,42 +571,6 @@ struct __pyx_MemviewEnum_obj; struct __pyx_memoryview_obj; struct __pyx_memoryviewslice_obj; -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":764 - * ctypedef npy_longdouble longdouble_t - * - * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t - */ -typedef npy_cfloat __pyx_t_5numpy_cfloat_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":765 - * - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< - * ctypedef npy_clongdouble clongdouble_t - * - */ -typedef npy_cdouble __pyx_t_5numpy_cdouble_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":766 - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cdouble complex_t - */ -typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":768 - * ctypedef npy_clongdouble clongdouble_t - * - * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew1(a): - */ -typedef npy_cdouble __pyx_t_5numpy_complex_t; - /* "lightning/impl/dataset_fast.pxd":4 * # License: BSD * @@ -1314,34 +1044,6 @@ static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyOb static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); -#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()) { - PyObject* args = PyTuple_Pack(1, key); - if (likely(args)) - PyErr_SetObject(PyExc_KeyError, args); - Py_XDECREF(args); - } - return NULL; - } - Py_INCREF(value); - return value; -} -#else - #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#endif - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); - #include static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); @@ -1366,6 +1068,14 @@ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); + static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); @@ -1534,108 +1244,6 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_dou static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); -#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(_WIN32) || defined(__clang__)) && defined(__cplusplus) && CYTHON_CCOMPLEX - #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 - -static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); - -#if CYTHON_CCOMPLEX - #define __Pyx_c_eqf(a, b) ((a)==(b)) - #define __Pyx_c_sumf(a, b) ((a)+(b)) - #define __Pyx_c_difff(a, b) ((a)-(b)) - #define __Pyx_c_prodf(a, b) ((a)*(b)) - #define __Pyx_c_quotf(a, b) ((a)/(b)) - #define __Pyx_c_negf(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zerof(z) ((z)==(float)0) - #define __Pyx_c_conjf(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_absf(z) (::std::abs(z)) - #define __Pyx_c_powf(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zerof(z) ((z)==0) - #define __Pyx_c_conjf(z) (conjf(z)) - #if 1 - #define __Pyx_c_absf(z) (cabsf(z)) - #define __Pyx_c_powf(a, b) (cpowf(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); - static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); - #if 1 - static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); - #endif -#endif - -static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); - -#if CYTHON_CCOMPLEX - #define __Pyx_c_eq(a, b) ((a)==(b)) - #define __Pyx_c_sum(a, b) ((a)+(b)) - #define __Pyx_c_diff(a, b) ((a)-(b)) - #define __Pyx_c_prod(a, b) ((a)*(b)) - #define __Pyx_c_quot(a, b) ((a)/(b)) - #define __Pyx_c_neg(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zero(z) ((z)==(double)0) - #define __Pyx_c_conj(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_abs(z) (::std::abs(z)) - #define __Pyx_c_pow(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zero(z) ((z)==0) - #define __Pyx_c_conj(z) (conj(z)) - #if 1 - #define __Pyx_c_abs(z) (cabs(z)) - #define __Pyx_c_pow(a, b) (cpow(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); - static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); - #if 1 - static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); - #endif -#endif - -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); - static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, char order, int ndim); @@ -1651,6 +1259,8 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); @@ -1685,35 +1295,6 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ -/* Module declarations from 'cpython.buffer' */ - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from '__builtin__' */ - -/* Module declarations from 'cpython.type' */ -static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; - -/* Module declarations from 'cpython' */ - -/* Module declarations from 'cpython.object' */ - -/* Module declarations from 'cpython.ref' */ - -/* Module declarations from 'libc.stdlib' */ - -/* Module declarations from 'numpy' */ - -/* Module declarations from 'numpy' */ -static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; -static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; -static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; -static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; -static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ - /* Module declarations from 'lightning.impl.dataset_fast' */ static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = 0; static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = 0; @@ -1778,34 +1359,17 @@ int __pyx_module_is_main_polylearn__cd_linear_fast = 0; /* Implementation of 'polylearn.cd_linear_fast' */ static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_RuntimeError; static PyObject *__pyx_builtin_MemoryError; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; -static char __pyx_k_B[] = "B"; -static char __pyx_k_H[] = "H"; -static char __pyx_k_I[] = "I"; -static char __pyx_k_L[] = "L"; static char __pyx_k_O[] = "O"; -static char __pyx_k_Q[] = "Q"; static char __pyx_k_X[] = "X"; -static char __pyx_k_b[] = "b"; static char __pyx_k_c[] = "c"; -static char __pyx_k_d[] = "d"; -static char __pyx_k_f[] = "f"; -static char __pyx_k_g[] = "g"; -static char __pyx_k_h[] = "h"; -static char __pyx_k_i[] = "i"; -static char __pyx_k_l[] = "l"; -static char __pyx_k_q[] = "q"; static char __pyx_k_w[] = "w"; static char __pyx_k_y[] = "y"; -static char __pyx_k_Zd[] = "Zd"; -static char __pyx_k_Zf[] = "Zf"; -static char __pyx_k_Zg[] = "Zg"; static char __pyx_k_id[] = "id"; static char __pyx_k_obj[] = "obj"; static char __pyx_k_base[] = "base"; @@ -1845,7 +1409,6 @@ static char __pyx_k_ValueError[] = "ValueError"; static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; static char __pyx_k_MemoryError[] = "MemoryError"; static char __pyx_k_col_norm_sq[] = "col_norm_sq"; -static char __pyx_k_RuntimeError[] = "RuntimeError"; static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; static char __pyx_k_allocate_buffer[] = "allocate_buffer"; static char __pyx_k_dtype_is_object[] = "dtype_is_object"; @@ -1862,33 +1425,25 @@ static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d. static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; -static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; static char __pyx_k_strided_and_direct_or_indirect[] = ""; -static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; -static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; -static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; -static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; -static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_n_s_Ellipsis; static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; static PyObject *__pyx_n_s_IndexError; static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte; static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr; @@ -1896,10 +1451,8 @@ static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d; static PyObject *__pyx_n_s_MemoryError; static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x; static PyObject *__pyx_kp_s_MemoryView_of_r_object; -static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; static PyObject *__pyx_n_b_O; static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a; -static PyObject *__pyx_n_s_RuntimeError; static PyObject *__pyx_n_s_TypeError; static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object; static PyObject *__pyx_n_s_ValueError; @@ -1932,8 +1485,6 @@ static PyObject *__pyx_n_s_memview; static PyObject *__pyx_n_s_mode; static PyObject *__pyx_n_s_name; static PyObject *__pyx_n_s_name_2; -static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; -static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; static PyObject *__pyx_n_s_ndim; static PyObject *__pyx_n_s_obj; static PyObject *__pyx_n_s_pack; @@ -1952,14 +1503,11 @@ static PyObject *__pyx_n_s_struct; static PyObject *__pyx_n_s_test; static PyObject *__pyx_kp_s_unable_to_allocate_array_data; static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str; -static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; static PyObject *__pyx_n_s_unpack; static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; static PyObject *__pyx_pf_9polylearn_14cd_linear_fast__cd_linear_epoch(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_col_norm_sq, double __pyx_v_alpha, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss); /* proto */ -static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ @@ -2008,23 +1556,17 @@ static PyObject *__pyx_tuple__6; static PyObject *__pyx_tuple__7; static PyObject *__pyx_tuple__8; static PyObject *__pyx_tuple__9; -static PyObject *__pyx_slice__16; -static PyObject *__pyx_slice__17; -static PyObject *__pyx_slice__18; -static PyObject *__pyx_tuple__10; -static PyObject *__pyx_tuple__11; -static PyObject *__pyx_tuple__12; +static PyObject *__pyx_slice__10; +static PyObject *__pyx_slice__11; +static PyObject *__pyx_slice__12; static PyObject *__pyx_tuple__13; static PyObject *__pyx_tuple__14; static PyObject *__pyx_tuple__15; -static PyObject *__pyx_tuple__19; -static PyObject *__pyx_tuple__20; -static PyObject *__pyx_tuple__21; -static PyObject *__pyx_tuple__22; -static PyObject *__pyx_tuple__23; -static PyObject *__pyx_tuple__24; +static PyObject *__pyx_tuple__16; +static PyObject *__pyx_tuple__17; +static PyObject *__pyx_tuple__18; -/* "polylearn/cd_linear_fast.pyx":16 +/* "polylearn/cd_linear_fast.pyx":17 * * * cpdef double _cd_linear_epoch(double[:] w, # <<<<<<<<<<<<<< @@ -2058,7 +1600,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview Py_ssize_t __pyx_t_10; __Pyx_RefNannySetupContext("_cd_linear_epoch", 0); - /* "polylearn/cd_linear_fast.pyx":25 + /* "polylearn/cd_linear_fast.pyx":26 * * cdef Py_ssize_t i, j, ii * cdef double sum_viol = 0 # <<<<<<<<<<<<<< @@ -2067,7 +1609,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_linear_fast.pyx":26 + /* "polylearn/cd_linear_fast.pyx":27 * cdef Py_ssize_t i, j, ii * cdef double sum_viol = 0 * cdef Py_ssize_t n_features = w.shape[0] # <<<<<<<<<<<<<< @@ -2076,7 +1618,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ __pyx_v_n_features = (__pyx_v_w.shape[0]); - /* "polylearn/cd_linear_fast.pyx":27 + /* "polylearn/cd_linear_fast.pyx":28 * cdef double sum_viol = 0 * cdef Py_ssize_t n_features = w.shape[0] * cdef double update = 0 # <<<<<<<<<<<<<< @@ -2085,7 +1627,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ __pyx_v_update = 0.0; - /* "polylearn/cd_linear_fast.pyx":35 + /* "polylearn/cd_linear_fast.pyx":36 * cdef int n_nz * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2096,7 +1638,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_j = __pyx_t_2; - /* "polylearn/cd_linear_fast.pyx":36 + /* "polylearn/cd_linear_fast.pyx":37 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2105,7 +1647,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_linear_fast.pyx":39 + /* "polylearn/cd_linear_fast.pyx":40 * * # compute gradient with respect to w_j * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2116,7 +1658,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_ii = __pyx_t_4; - /* "polylearn/cd_linear_fast.pyx":40 + /* "polylearn/cd_linear_fast.pyx":41 * # compute gradient with respect to w_j * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2125,7 +1667,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_linear_fast.pyx":41 + /* "polylearn/cd_linear_fast.pyx":42 * for ii in range(n_nz): * i = indices[ii] * update += loss.dloss(y_pred[i], y[i]) * data[ii] # <<<<<<<<<<<<<< @@ -2137,7 +1679,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview __pyx_v_update = (__pyx_v_update + (((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_5 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_6 * __pyx_v_y.strides[0]) )))) * (__pyx_v_data[__pyx_v_ii]))); } - /* "polylearn/cd_linear_fast.pyx":42 + /* "polylearn/cd_linear_fast.pyx":43 * i = indices[ii] * update += loss.dloss(y_pred[i], y[i]) * data[ii] * update += alpha * w[j] # <<<<<<<<<<<<<< @@ -2147,7 +1689,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview __pyx_t_7 = __pyx_v_j; __pyx_v_update = (__pyx_v_update + (__pyx_v_alpha * (*((double *) ( /* dim=0 */ (__pyx_v_w.data + __pyx_t_7 * __pyx_v_w.strides[0]) ))))); - /* "polylearn/cd_linear_fast.pyx":45 + /* "polylearn/cd_linear_fast.pyx":46 * * # compute second derivative upper bound * inv_step_size = loss.mu * col_norm_sq[j] + alpha # <<<<<<<<<<<<<< @@ -2157,7 +1699,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview __pyx_t_8 = __pyx_v_j; __pyx_v_inv_step_size = ((__pyx_v_loss->mu * (*((double *) ( /* dim=0 */ (__pyx_v_col_norm_sq.data + __pyx_t_8 * __pyx_v_col_norm_sq.strides[0]) )))) + __pyx_v_alpha); - /* "polylearn/cd_linear_fast.pyx":46 + /* "polylearn/cd_linear_fast.pyx":47 * # compute second derivative upper bound * inv_step_size = loss.mu * col_norm_sq[j] + alpha * update /= inv_step_size # <<<<<<<<<<<<<< @@ -2166,7 +1708,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_linear_fast.pyx":48 + /* "polylearn/cd_linear_fast.pyx":49 * update /= inv_step_size * * w[j] -= update # <<<<<<<<<<<<<< @@ -2176,7 +1718,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview __pyx_t_9 = __pyx_v_j; *((double *) ( /* dim=0 */ (__pyx_v_w.data + __pyx_t_9 * __pyx_v_w.strides[0]) )) -= __pyx_v_update; - /* "polylearn/cd_linear_fast.pyx":49 + /* "polylearn/cd_linear_fast.pyx":50 * * w[j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2185,7 +1727,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_linear_fast.pyx":52 + /* "polylearn/cd_linear_fast.pyx":53 * * # update predictions * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2196,7 +1738,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_ii = __pyx_t_4; - /* "polylearn/cd_linear_fast.pyx":53 + /* "polylearn/cd_linear_fast.pyx":54 * # update predictions * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2205,7 +1747,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_linear_fast.pyx":54 + /* "polylearn/cd_linear_fast.pyx":55 * for ii in range(n_nz): * i = indices[ii] * y_pred[i] -= update * data[ii] # <<<<<<<<<<<<<< @@ -2217,7 +1759,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview } } - /* "polylearn/cd_linear_fast.pyx":56 + /* "polylearn/cd_linear_fast.pyx":57 * y_pred[i] -= update * data[ii] * * return sum_viol # <<<<<<<<<<<<<< @@ -2225,7 +1767,7 @@ static double __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__Pyx_memview __pyx_r = __pyx_v_sum_viol; goto __pyx_L0; - /* "polylearn/cd_linear_fast.pyx":16 + /* "polylearn/cd_linear_fast.pyx":17 * * * cpdef double _cd_linear_epoch(double[:] w, # <<<<<<<<<<<<<< @@ -2280,36 +1822,36 @@ static PyObject *__pyx_pw_9polylearn_14cd_linear_fast_1_cd_linear_epoch(PyObject case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_linear_epoch", 1, 7, 7, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_linear_epoch") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_linear_epoch") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 7) { goto __pyx_L5_argtuple_error; @@ -2322,24 +1864,24 @@ static PyObject *__pyx_pw_9polylearn_14cd_linear_fast_1_cd_linear_epoch(PyObject values[5] = PyTuple_GET_ITEM(__pyx_args, 5); 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__pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -4607,11 +2006,11 @@ static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, P } } __pyx_v_shape = ((PyObject*)values[0]); - __pyx_v_itemsize = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_itemsize == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_itemsize = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_itemsize == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_format = values[2]; __pyx_v_mode = values[3]; if (values[4]) { - __pyx_v_allocate_buffer = __Pyx_PyObject_IsTrue(values[4]); if (unlikely((__pyx_v_allocate_buffer == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_allocate_buffer = __Pyx_PyObject_IsTrue(values[4]); if (unlikely((__pyx_v_allocate_buffer == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else { /* "View.MemoryView":119 @@ -4626,15 +2025,15 @@ static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, P } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.array.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return -1; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_shape), (&PyTuple_Type), 1, "shape", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_shape), (&PyTuple_Type), 1, "shape", 1))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (unlikely(((PyObject *)__pyx_v_format) == Py_None)) { - PyErr_Format(PyExc_TypeError, "Argument '%.200s' must not be None", "format"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_Format(PyExc_TypeError, "Argument '%.200s' must not be None", "format"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(((struct __pyx_array_obj *)__pyx_v_self), __pyx_v_shape, __pyx_v_itemsize, __pyx_v_format, __pyx_v_mode, __pyx_v_allocate_buffer); @@ -4688,9 +2087,9 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ if (unlikely(__pyx_v_shape == Py_None)) { PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_1 = PyTuple_GET_SIZE(__pyx_v_shape); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyTuple_GET_SIZE(__pyx_v_shape); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->ndim = ((int)__pyx_t_1); /* "View.MemoryView":126 @@ -4719,11 +2118,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * if itemsize <= 0: */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple_, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":128 * self.itemsize = itemsize @@ -4751,11 +2150,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * if not isinstance(format, bytes): */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":131 * raise ValueError("Empty shape tuple for cython.array") @@ -4784,9 +2183,9 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self._format = format # keep a reference to the byte string * self.format = self._format */ - __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_format, __pyx_n_s_encode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_format, __pyx_n_s_encode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF_SET(__pyx_v_format, __pyx_t_5); @@ -4808,7 +2207,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self.format = self._format * */ - if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_5 = __pyx_v_format; __Pyx_INCREF(__pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); @@ -4824,7 +2223,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * */ - __pyx_t_6 = __Pyx_PyObject_AsString(__pyx_v_self->_format); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_AsString(__pyx_v_self->_format); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_self->format = __pyx_t_6; /* "View.MemoryView":140 @@ -4862,11 +2261,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * * */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__10, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":143 * self._strides = self._shape + self.ndim @@ -4889,12 +2288,12 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ for (;;) { if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_5)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_3); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_3); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); #endif - __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_dim = __pyx_t_8; __pyx_v_idx = __pyx_t_7; @@ -4917,11 +2316,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self._shape[idx] = dim * */ - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_idx); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_idx); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_9 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_10); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_3); @@ -4929,20 +2328,20 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_9); __pyx_t_3 = 0; __pyx_t_9 = 0; - __pyx_t_9 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_t_10); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_t_10); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_10); __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_9); __pyx_t_9 = 0; - __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_10, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_10, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; __Pyx_Raise(__pyx_t_9, 0, 0, 0); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":148 * @@ -4979,7 +2378,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * order = b'F' * self.mode = u'fortran' */ - __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_fortran, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_fortran, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":154 @@ -5021,7 +2420,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * order = b'C' * self.mode = u'c' */ - __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_c, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_c, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":157 @@ -5064,19 +2463,19 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self.len = fill_contig_strides_array(self._shape, self._strides, */ /*else*/ { - __pyx_t_5 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_v_mode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_v_mode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L10:; @@ -5105,8 +2504,8 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * if allocate_buffer: * */ - __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; 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if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { @@ -5347,7 +2746,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): */ - __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = (__pyx_t_2 != 0); if (__pyx_t_1) { @@ -5387,11 +2786,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru * info.buf = self.data * info.len = self.len */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__12, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":187 * elif self.mode == u"fortran": @@ -5746,11 +3145,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct _ * */ __Pyx_XDECREF(__pyx_r); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "View.MemoryView":231 @@ -6026,13 +3425,13 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * else: * result = array(shape, itemsize, format, mode.decode('ASCII'), */ - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_INCREF(__pyx_v_shape); __Pyx_GIVEREF(__pyx_v_shape); @@ -6046,7 +3445,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize __pyx_t_2 = 0; __pyx_t_3 = 0; __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_4); @@ -6070,13 +3469,13 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * result.data = buf */ /*else*/ { - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_v_shape); __Pyx_GIVEREF(__pyx_v_shape); @@ -6098,9 +3497,9 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * result.data = buf * */ - __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":243 * result = array(shape, itemsize, format, mode.decode('ASCII')) @@ -6109,7 +3508,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * allocate_buffer=False) * result.data = buf */ - __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -6198,7 +3597,7 @@ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_ar else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -6209,7 +3608,7 @@ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_ar } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.Enum.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -6431,7 +3830,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (kw_args > 0) { @@ -6440,7 +3839,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -6452,16 +3851,16 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } __pyx_v_obj = values[0]; - __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} if (values[2]) { - __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else { __pyx_v_dtype_is_object = ((int)0); } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -6537,7 +3936,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None */ - __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":324 * if type(self) is memoryview or obj is not None: @@ -6611,7 +4010,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * * if flags & PyBUF_FORMAT: */ - PyErr_NoMemory(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":329 * @@ -6639,11 +4038,11 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * else: * self.dtype_is_object = dtype_is_object */ - __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __pyx_v_self->dtype_is_object = __pyx_t_1; @@ -6849,26 +4248,26 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py __pyx_t_2 = __pyx_v_index; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_4)) { if (likely(PyList_CheckExact(__pyx_t_2))) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } else { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } @@ -6878,7 +4277,7 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -6896,8 +4295,8 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py * * return itemp */ - __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_7; /* "View.MemoryView":352 @@ -7017,7 +4416,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * * cdef char *itemp */ - __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); if (likely(__pyx_t_3 != Py_None)) { PyObject* sequence = __pyx_t_3; @@ -7029,7 +4428,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ if (unlikely(size != 2)) { if (size > 2) __Pyx_RaiseTooManyValuesError(2); else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); @@ -7037,14 +4436,14 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ __Pyx_INCREF(__pyx_t_4); __Pyx_INCREF(__pyx_t_5); #else - __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } else { - __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_have_slices = __pyx_t_4; __pyx_t_4 = 0; @@ -7058,7 +4457,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * return memview_slice(self, indices) * else: */ - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_2) { /* "View.MemoryView":366 @@ -7069,7 +4468,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * itemp = self.get_item_pointer(indices) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -7092,7 +4491,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * */ /*else*/ { - __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_6; /* "View.MemoryView":369 @@ -7103,7 +4502,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * def __setitem__(memoryview self, object index, object value): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -7176,7 +4575,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * * if have_slices: */ - __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (likely(__pyx_t_1 != Py_None)) { PyObject* sequence = __pyx_t_1; @@ -7188,7 +4587,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit if (unlikely(size != 2)) { if (size > 2) __Pyx_RaiseTooManyValuesError(2); else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); @@ -7196,14 +4595,14 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit __Pyx_INCREF(__pyx_t_2); __Pyx_INCREF(__pyx_t_3); #else - __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); #endif __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } else { - __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_have_slices = __pyx_t_2; __pyx_t_2 = 0; @@ -7217,7 +4616,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * obj = self.is_slice(value) * if obj: */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":375 @@ -7227,7 +4626,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * if obj: * self.setitem_slice_assignment(self[index], obj) */ - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_obj = __pyx_t_1; __pyx_t_1 = 0; @@ -7239,7 +4638,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * self.setitem_slice_assignment(self[index], obj) * else: */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":377 @@ -7249,9 +4648,9 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * else: * self.setitem_slice_assign_scalar(self[index], value) */ - __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -7274,10 +4673,10 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * self.setitem_indexed(index, value) */ /*else*/ { - __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -7302,7 +4701,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * cdef is_slice(self, obj): */ /*else*/ { - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } @@ -7391,7 +4790,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * self.dtype_is_object) * except TypeError: */ - __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_6); /* "View.MemoryView":387 @@ -7401,7 +4800,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * except TypeError: * return None */ - __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); /* "View.MemoryView":386 @@ -7411,7 +4810,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * self.dtype_is_object) * except TypeError: */ - __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_INCREF(__pyx_v_obj); __Pyx_GIVEREF(__pyx_v_obj); @@ -7422,7 +4821,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7); __pyx_t_6 = 0; __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7); @@ -7455,7 +4854,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_TypeError); if (__pyx_t_9) { __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} + if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_8); __Pyx_GOTREF(__pyx_t_6); @@ -7571,7 +4970,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * get_slice_from_memview(dst, &dst_slice)[0], * src.ndim, dst.ndim, self.dtype_is_object) */ - if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":398 * @@ -7580,7 +4979,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * src.ndim, dst.ndim, self.dtype_is_object) * */ - if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":399 * memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0], @@ -7589,13 +4988,13 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * * cdef setitem_slice_assign_scalar(self, memoryview dst, value): */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "View.MemoryView":397 @@ -7605,7 +5004,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * get_slice_from_memview(dst, &dst_slice)[0], * src.ndim, dst.ndim, self.dtype_is_object) */ - __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":393 * return obj @@ -7714,7 +5113,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * item = tmp * else: */ - PyErr_NoMemory(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":412 * if self.view.itemsize > sizeof(array): @@ -7802,7 +5201,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * */ /*else*/ { - __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L6_error;} + __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } @@ -7825,7 +5224,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize, * item, self.dtype_is_object) */ - __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L6_error;} + __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -7940,7 +5339,7 @@ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *_ * self.assign_item_from_object(itemp, value) * */ - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_1; /* "View.MemoryView":435 @@ -7950,7 +5349,7 @@ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *_ * * cdef convert_item_to_object(self, char *itemp): */ - __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -8013,7 +5412,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * cdef bytes bytesitem * */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_struct = __pyx_t_1; __pyx_t_1 = 0; @@ -8025,7 +5424,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * try: * result = struct.unpack(self.view.format, bytesitem) */ - __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_bytesitem = ((PyObject*)__pyx_t_1); __pyx_t_1 = 0; @@ -8051,9 +5450,9 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * except struct.error: * raise ValueError("Unable to convert item to object") */ - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_t_7 = NULL; __pyx_t_8 = 0; @@ -8067,7 +5466,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview __pyx_t_8 = 1; } } - __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_9); if (__pyx_t_7) { __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL; @@ -8078,7 +5477,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview __Pyx_GIVEREF(__pyx_v_bytesitem); PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_v_bytesitem); __pyx_t_6 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; @@ -8114,7 +5513,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}; + __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}; __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -8155,13 +5554,13 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * raise ValueError("Unable to convert item to object") * else: */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_12 = PyErr_ExceptionMatches(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_12) { __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_GOTREF(__pyx_t_5); __Pyx_GOTREF(__pyx_t_9); @@ -8173,11 +5572,11 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * else: * if len(self.view.format) == 1: */ - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_Raise(__pyx_t_6, 0, 0, 0); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} } goto __pyx_L5_except_error; __pyx_L5_except_error:; @@ -8268,7 +5667,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie * cdef char c * cdef bytes bytesvalue */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_struct = __pyx_t_1; __pyx_t_1 = 0; @@ -8291,26 +5690,26 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie * else: * bytesvalue = struct.pack(self.view.format, value) */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); 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if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; 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__pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_5 = NULL; __pyx_t_7 = 0; @@ -8348,7 +5747,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_7 = 1; } } - __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); if (__pyx_t_5) { __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_5); __pyx_t_5 = NULL; @@ -8359,11 +5758,11 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __Pyx_GIVEREF(__pyx_v_value); PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_v_value); __pyx_t_1 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4); __pyx_t_4 = 0; } @@ -8379,7 +5778,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_7 = 0; if (unlikely(__pyx_v_bytesvalue == Py_None)) { PyErr_SetString(PyExc_TypeError, "'NoneType' is not iterable"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_INCREF(__pyx_v_bytesvalue); __pyx_t_9 = __pyx_v_bytesvalue; @@ -8769,9 +6168,9 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ * transpose_memslice(&result.from_slice) * return result */ - __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_1); __pyx_t_1 = 0; @@ -8782,7 +6181,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ * return result * */ - __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":506 * cdef _memoryviewslice result = memoryview_copy(self) @@ -8912,18 +6311,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(stru * property strides: */ __Pyx_XDECREF(__pyx_r); 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__pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } - __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_r = __pyx_t_5; @@ -9003,11 +6402,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(st * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":521 * @cname('__pyx_memoryview_get_strides') @@ -9026,18 +6425,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(st * property suboffsets: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = (__pyx_v_self->view.strides + __pyx_v_self->view.ndim); for (__pyx_t_5 = __pyx_v_self->view.strides; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) { __pyx_t_3 = __pyx_t_5; __pyx_v_stride = (__pyx_t_3[0]); - __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; } - __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_6; @@ -9118,9 +6517,9 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get_ * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__15, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__9, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_3; @@ -9144,18 +6543,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get_ * property ndim: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_5 = (__pyx_v_self->view.suboffsets + __pyx_v_self->view.ndim); for (__pyx_t_6 = __pyx_v_self->view.suboffsets; __pyx_t_6 < __pyx_t_5; __pyx_t_6++) { __pyx_t_4 = __pyx_t_6; __pyx_v_suboffset = (__pyx_t_4[0]); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } - __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_r = __pyx_t_2; @@ -9220,7 +6619,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struc * property itemsize: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -9283,7 +6682,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(s * property nbytes: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 543; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 543; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -9348,11 +6747,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(str * property size: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -9449,7 +6848,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc __pyx_t_4 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim); for (__pyx_t_5 = __pyx_v_self->view.shape; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) { __pyx_t_3 = __pyx_t_5; - __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_6); __pyx_t_6 = 0; @@ -9461,7 +6860,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc * * self._size = result */ - __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF_SET(__pyx_v_result, __pyx_t_6); __pyx_t_6 = 0; @@ -9642,12 +7041,12 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -9658,12 +7057,12 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * * def __str__(self): */ - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(((PyObject *)__pyx_v_self)); __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_self)); - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -9674,7 +7073,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * id(self)) * */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); @@ -9682,7 +7081,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_3); __pyx_t_1 = 0; __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_3; @@ -9749,20 +7148,20 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); 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__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_1; @@ -9838,7 +7237,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16 * def is_f_contig(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -9912,7 +7311,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18 * def copy(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 587; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 587; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -9995,7 +7394,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20 * self.view.itemsize, * flags|PyBUF_C_CONTIGUOUS, */ - __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); 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if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_src), __pyx_k_fortran, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_F_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_dst = __pyx_t_1; /* "View.MemoryView":611 @@ -10101,7 +7500,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 611; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 611; 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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryview_obj *)__pyx_t_2); @@ -10308,7 +7707,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: * tup = index */ - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 630; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 630; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_index); __Pyx_GIVEREF(__pyx_v_index); @@ -10346,7 +7745,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * have_slices = False * seen_ellipsis = False */ - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_v_result = ((PyObject*)__pyx_t_3); __pyx_t_3 = 0; @@ -10382,26 +7781,26 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_4 = __pyx_v_tup; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0; __pyx_t_6 = NULL; } else { - __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_6)) { if (likely(PyList_CheckExact(__pyx_t_4))) { if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); #endif } else { if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); #endif } @@ -10411,7 +7810,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { PyObject* exc_type = PyErr_Occurred(); 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if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Length(__pyx_v_tup); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__16); - __Pyx_GIVEREF(__pyx_slice__16); - PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__16); 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_7); __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; __Pyx_Raise(__pyx_t_7, 0, 0, 0); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":646 * have_slices = True @@ -10594,7 +7993,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * * nslices = ndim - len(result) */ - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L6:; @@ -10616,7 +8015,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * if nslices: * result.extend([slice(None)] * nslices) */ - __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_nslices = (__pyx_v_ndim - __pyx_t_5); /* "View.MemoryView":653 @@ -10636,16 +8035,16 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * * return have_slices or nslices, tuple(result) */ - __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); - PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__18); + __Pyx_INCREF(__pyx_slice__12); + __Pyx_GIVEREF(__pyx_slice__12); + PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__12); } } - __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "View.MemoryView":653 @@ -10667,20 +8066,20 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __Pyx_XDECREF(__pyx_r); if (!__pyx_v_have_slices) { } else { - __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_3 = __pyx_t_4; __pyx_t_4 = 0; goto __pyx_L14_bool_binop_done; } - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_3 = __pyx_t_4; __pyx_t_4 = 0; __pyx_L14_bool_binop_done:; - __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_3); @@ -10769,11 +8168,11 @@ static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __ * * */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":660 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim): @@ -10880,7 +8279,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ if (unlikely(!Py_OptimizeFlag)) { if (unlikely(!((__pyx_v_memview->view.ndim > 0) != 0))) { PyErr_SetNone(PyExc_AssertionError); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 680; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 680; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } #endif @@ -10903,7 +8302,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_src = &memviewsliceobj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_memviewsliceobj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); @@ -10999,26 +8398,26 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_3 = __pyx_v_indices; __Pyx_INCREF(__pyx_t_3); __pyx_t_7 = 0; __pyx_t_8 = NULL; } else { - __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_8)) { if (likely(PyList_CheckExact(__pyx_t_3))) { if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } else { if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } @@ -11028,7 +8427,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -11056,7 +8455,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * 0, 0, 0, # have_{start,stop,step} * False) */ - __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":706 * for dim, index in enumerate(indices): @@ -11065,7 +8464,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":705 * @@ -11142,13 +8541,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * step = index.step or 0 */ /*else*/ { - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L7_bool_binop_done; @@ -11164,13 +8563,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * step = index.step or 0 * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L9_bool_binop_done; @@ -11186,13 +8585,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * have_start = index.start is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L11_bool_binop_done; @@ -11208,7 +8607,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * have_stop = index.stop is not None * have_step = index.step is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -11221,7 +8620,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * have_step = index.step is not None * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -11234,7 +8633,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * slice_memviewslice( */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -11247,7 +8646,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":732 * have_start, have_stop, have_step, @@ -11297,7 +8696,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memviewsliceobj.to_dtype_func, * memview.dtype_is_object) */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":737 * return memoryview_fromslice(dst, new_ndim, @@ -11306,7 +8705,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memview.dtype_is_object) * else: */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":735 * @@ -11315,9 +8714,9 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memviewsliceobj.to_object_func, * memviewsliceobj.to_dtype_func, */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; @@ -11348,7 +8747,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); /* "View.MemoryView":740 @@ -11358,7 +8757,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memview.dtype_is_object) * */ - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; @@ -11464,7 +8863,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * else: * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":789 * if start < 0: @@ -11529,7 +8928,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":795 * negative_step = have_step != 0 and step < 0 @@ -12101,7 +9500,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * else: * suboffset_dim[0] = new_ndim */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L26:; @@ -12233,11 +9632,11 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_shape = (__pyx_v_view->len / __pyx_v_itemsize); @@ -12345,22 +9744,22 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P * * if index >= shape: */ - __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_4, 0, 0, 0); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":885 * if index < 0: @@ -12397,22 +9796,22 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P * * resultp = bufp + index * stride */ - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":888 * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) @@ -12615,7 +10014,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { * * return 1 */ - __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":914 * shape[i], shape[j] = shape[j], shape[i] @@ -12741,7 +10140,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor * return memoryview.convert_item_to_object(self, itemp) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -12765,7 +10164,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor */ /*else*/ { __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -12827,7 +10226,7 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo * else: * memoryview.assign_item_from_object(self, itemp, value) */ - __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":944 * @@ -12847,7 +10246,7 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo * property base: */ /*else*/ { - __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } @@ -12993,9 +10392,9 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * * result.from_slice = memviewslice */ - __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(Py_None); __Pyx_GIVEREF(Py_None); @@ -13006,7 +10405,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2); @@ -13037,7 +10436,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * result.typeinfo = memviewslice.memview.typeinfo * */ - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __Pyx_GOTREF(__pyx_v_result->from_object); @@ -13208,7 +10607,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_7 = (__pyx_v_result->__pyx_base.view.shape + __pyx_v_ndim); for (__pyx_t_8 = __pyx_v_result->__pyx_base.view.shape; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) { __pyx_t_6 = __pyx_t_8; - __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_2); __pyx_t_2 = 0; @@ -13220,12 +10619,12 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * * result.to_object_func = to_object_func */ - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result->__pyx_base.view.len = __pyx_t_9; } @@ -13320,7 +10719,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p * return &obj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); @@ -13544,7 +10943,7 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx * @cname('__pyx_memoryview_copy_object_from_slice') */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -13670,7 +11069,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview * * */ - __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_r = __pyx_t_5; __pyx_t_5 = 0; @@ -14471,7 +11870,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, * * */ - __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1180 * @@ -14685,13 +12084,13 @@ static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent * * @cname('__pyx_memoryview_err_dim') */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); @@ -14710,20 +12109,20 @@ static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent * (i, extent1, extent2)) * */ - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1208 * @@ -14780,11 +12179,11 @@ static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, * * @cname('__pyx_memoryview_err') */ - __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -14800,24 +12199,24 @@ static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, } } if (!__pyx_t_2) { - __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_GOTREF(__pyx_t_1); } else { - __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); __pyx_t_2 = NULL; __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_4); __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1214 * @@ -14887,7 +12286,7 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { * else: * raise error */ - __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_error); __pyx_t_4 = __pyx_v_error; __pyx_t_5 = NULL; @@ -14901,24 +12300,24 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { } } if (!__pyx_t_5) { - __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_GOTREF(__pyx_t_2); } else { - __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL; __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; } __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1219 * @cname('__pyx_memoryview_err') @@ -14938,7 +12337,7 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { */ /*else*/ { __Pyx_Raise(__pyx_v_error, 0, 0, 0); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":1218 @@ -15182,7 +12581,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * if src.suboffsets[i] >= 0: */ /*else*/ { - __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L7:; @@ -15212,7 +12611,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * * if slices_overlap(&src, &dst, ndim, itemsize): */ - __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1256 * _err_extents(i, dst.shape[i], src.shape[i]) @@ -15269,7 +12668,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * src = tmp * */ - __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_tmpdata = __pyx_t_6; /* "View.MemoryView":1265 @@ -15453,7 +12852,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * transpose_memslice(&dst) * */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1287 * @@ -15462,7 +12861,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * * refcount_copying(&dst, dtype_is_object, ndim, False) */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1283 * return 0 @@ -16738,8 +14137,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_s_Cannot_index_with_type_s, __pyx_k_Cannot_index_with_type_s, sizeof(__pyx_k_Cannot_index_with_type_s), 0, 0, 1, 0}, {&__pyx_n_s_Ellipsis, __pyx_k_Ellipsis, sizeof(__pyx_k_Ellipsis), 0, 0, 1, 1}, {&__pyx_kp_s_Empty_shape_tuple_for_cython_arr, __pyx_k_Empty_shape_tuple_for_cython_arr, sizeof(__pyx_k_Empty_shape_tuple_for_cython_arr), 0, 0, 1, 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor, __pyx_k_Format_string_allocated_too_shor, sizeof(__pyx_k_Format_string_allocated_too_shor), 0, 1, 0, 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor_2, __pyx_k_Format_string_allocated_too_shor_2, sizeof(__pyx_k_Format_string_allocated_too_shor_2), 0, 1, 0, 0}, {&__pyx_n_s_IndexError, __pyx_k_IndexError, sizeof(__pyx_k_IndexError), 0, 0, 1, 1}, {&__pyx_kp_s_Indirect_dimensions_not_supporte, __pyx_k_Indirect_dimensions_not_supporte, sizeof(__pyx_k_Indirect_dimensions_not_supporte), 0, 0, 1, 0}, {&__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_k_Invalid_mode_expected_c_or_fortr, sizeof(__pyx_k_Invalid_mode_expected_c_or_fortr), 0, 0, 1, 0}, @@ -16747,10 +14144,8 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_MemoryError, __pyx_k_MemoryError, sizeof(__pyx_k_MemoryError), 0, 0, 1, 1}, {&__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_k_MemoryView_of_r_at_0x_x, sizeof(__pyx_k_MemoryView_of_r_at_0x_x), 0, 0, 1, 0}, {&__pyx_kp_s_MemoryView_of_r_object, __pyx_k_MemoryView_of_r_object, sizeof(__pyx_k_MemoryView_of_r_object), 0, 0, 1, 0}, - {&__pyx_kp_u_Non_native_byte_order_not_suppor, __pyx_k_Non_native_byte_order_not_suppor, sizeof(__pyx_k_Non_native_byte_order_not_suppor), 0, 1, 0, 0}, {&__pyx_n_b_O, __pyx_k_O, sizeof(__pyx_k_O), 0, 0, 0, 1}, {&__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_k_Out_of_bounds_on_buffer_access_a, sizeof(__pyx_k_Out_of_bounds_on_buffer_access_a), 0, 0, 1, 0}, - {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1}, {&__pyx_n_s_TypeError, __pyx_k_TypeError, sizeof(__pyx_k_TypeError), 0, 0, 1, 1}, {&__pyx_kp_s_Unable_to_convert_item_to_object, __pyx_k_Unable_to_convert_item_to_object, sizeof(__pyx_k_Unable_to_convert_item_to_object), 0, 0, 1, 0}, {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1}, @@ -16783,8 +14178,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_mode, __pyx_k_mode, sizeof(__pyx_k_mode), 0, 0, 1, 1}, {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, {&__pyx_n_s_name_2, __pyx_k_name_2, sizeof(__pyx_k_name_2), 0, 0, 1, 1}, - {&__pyx_kp_u_ndarray_is_not_C_contiguous, __pyx_k_ndarray_is_not_C_contiguous, sizeof(__pyx_k_ndarray_is_not_C_contiguous), 0, 1, 0, 0}, - {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, __pyx_k_ndarray_is_not_Fortran_contiguou, sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), 0, 1, 0, 0}, {&__pyx_n_s_ndim, __pyx_k_ndim, sizeof(__pyx_k_ndim), 0, 0, 1, 1}, {&__pyx_n_s_obj, __pyx_k_obj, sizeof(__pyx_k_obj), 0, 0, 1, 1}, {&__pyx_n_s_pack, __pyx_k_pack, sizeof(__pyx_k_pack), 0, 0, 1, 1}, @@ -16803,7 +14196,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1}, {&__pyx_kp_s_unable_to_allocate_array_data, __pyx_k_unable_to_allocate_array_data, sizeof(__pyx_k_unable_to_allocate_array_data), 0, 0, 1, 0}, {&__pyx_kp_s_unable_to_allocate_shape_and_str, __pyx_k_unable_to_allocate_shape_and_str, sizeof(__pyx_k_unable_to_allocate_shape_and_str), 0, 0, 1, 0}, - {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_k_unknown_dtype_code_in_numpy_pxd, sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), 0, 1, 0, 0}, {&__pyx_n_s_unpack, __pyx_k_unpack, sizeof(__pyx_k_unpack), 0, 0, 1, 1}, {&__pyx_n_s_w, __pyx_k_w, sizeof(__pyx_k_w), 0, 0, 1, 1}, {&__pyx_n_s_y, __pyx_k_y, sizeof(__pyx_k_y), 0, 0, 1, 1}, @@ -16811,15 +14203,14 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -16829,72 +14220,6 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0); - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":218 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple_); - __Pyx_GIVEREF(__pyx_tuple_); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":222 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":259 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":799 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":803 - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<< - * # One could encode it in the format string and have Cython - * # complain instead, BUT: < and > in format strings also imply - */ - __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":823 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); - /* "View.MemoryView":129 * * if not self.ndim: @@ -16902,9 +14227,9 @@ static int __Pyx_InitCachedConstants(void) { * * if itemsize <= 0: */ - __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__7); - __Pyx_GIVEREF(__pyx_tuple__7); + __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple_); + __Pyx_GIVEREF(__pyx_tuple_); /* "View.MemoryView":132 * @@ -16913,9 +14238,9 @@ static int __Pyx_InitCachedConstants(void) { * * if not isinstance(format, bytes): */ - __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); + __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__2); + __Pyx_GIVEREF(__pyx_tuple__2); /* "View.MemoryView":135 * @@ -16924,9 +14249,9 @@ static int __Pyx_InitCachedConstants(void) { * self._format = format # keep a reference to the byte string * self.format = self._format */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); + __pyx_tuple__3 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__3); + __Pyx_GIVEREF(__pyx_tuple__3); /* "View.MemoryView":144 * @@ -16935,9 +14260,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__10 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); + __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__4); + __Pyx_GIVEREF(__pyx_tuple__4); /* "View.MemoryView":172 * self.data = malloc(self.len) @@ -16946,9 +14271,9 @@ static int __Pyx_InitCachedConstants(void) { * * if self.dtype_is_object: */ - __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); + __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__5); + __Pyx_GIVEREF(__pyx_tuple__5); /* "View.MemoryView":188 * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS @@ -16957,9 +14282,9 @@ static int __Pyx_InitCachedConstants(void) { * info.buf = self.data * info.len = self.len */ - __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); + __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__6); + __Pyx_GIVEREF(__pyx_tuple__6); /* "View.MemoryView":447 * result = struct.unpack(self.view.format, bytesitem) @@ -16968,9 +14293,9 @@ static int __Pyx_InitCachedConstants(void) { * else: * if len(self.view.format) == 1: */ - __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); + __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__7); + __Pyx_GIVEREF(__pyx_tuple__7); /* "View.MemoryView":523 * if self.view.strides == NULL: @@ -16979,9 +14304,9 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); + __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__8); + __Pyx_GIVEREF(__pyx_tuple__8); /* "View.MemoryView":531 * def __get__(self): @@ -16990,12 +14315,12 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) */ - __pyx_tuple__15 = PyTuple_New(1); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__15); + __pyx_tuple__9 = PyTuple_New(1); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__9); __Pyx_INCREF(__pyx_int_neg_1); __Pyx_GIVEREF(__pyx_int_neg_1); - PyTuple_SET_ITEM(__pyx_tuple__15, 0, __pyx_int_neg_1); - __Pyx_GIVEREF(__pyx_tuple__15); + PyTuple_SET_ITEM(__pyx_tuple__9, 0, __pyx_int_neg_1); + __Pyx_GIVEREF(__pyx_tuple__9); /* "View.MemoryView":640 * if item is Ellipsis: @@ -17004,9 +14329,9 @@ static int __Pyx_InitCachedConstants(void) { * seen_ellipsis = True * else: */ - __pyx_slice__16 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__16); - __Pyx_GIVEREF(__pyx_slice__16); + __pyx_slice__10 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__10); + __Pyx_GIVEREF(__pyx_slice__10); /* "View.MemoryView":643 * seen_ellipsis = True @@ -17015,9 +14340,9 @@ static int __Pyx_InitCachedConstants(void) { * have_slices = True * else: */ - __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__17); - __Pyx_GIVEREF(__pyx_slice__17); + __pyx_slice__11 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__11); + __Pyx_GIVEREF(__pyx_slice__11); /* "View.MemoryView":654 * nslices = ndim - len(result) @@ -17026,9 +14351,9 @@ static int __Pyx_InitCachedConstants(void) { * * return have_slices or nslices, tuple(result) */ - __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); + __pyx_slice__12 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__12); + __Pyx_GIVEREF(__pyx_slice__12); /* "View.MemoryView":661 * for suboffset in suboffsets[:ndim]: @@ -17037,9 +14362,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__19); - __Pyx_GIVEREF(__pyx_tuple__19); + __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__13); + __Pyx_GIVEREF(__pyx_tuple__13); /* "View.MemoryView":278 * return self.name @@ -17048,9 +14373,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__20); - __Pyx_GIVEREF(__pyx_tuple__20); + __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__14); + __Pyx_GIVEREF(__pyx_tuple__14); /* "View.MemoryView":279 * @@ -17059,9 +14384,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect = Enum("") * */ - __pyx_tuple__21 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__21); - __Pyx_GIVEREF(__pyx_tuple__21); + __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__15); + __Pyx_GIVEREF(__pyx_tuple__15); /* "View.MemoryView":280 * cdef generic = Enum("") @@ -17070,9 +14395,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__22); - __Pyx_GIVEREF(__pyx_tuple__22); + __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__16)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__16); + __Pyx_GIVEREF(__pyx_tuple__16); /* "View.MemoryView":283 * @@ -17081,9 +14406,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect_contiguous = Enum("") * */ - __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__23); - __Pyx_GIVEREF(__pyx_tuple__23); + __pyx_tuple__17 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__17)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__17); + __Pyx_GIVEREF(__pyx_tuple__17); /* "View.MemoryView":284 * @@ -17092,9 +14417,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__24); - __Pyx_GIVEREF(__pyx_tuple__24); + __pyx_tuple__18 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__18)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__18); + __Pyx_GIVEREF(__pyx_tuple__18); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -17204,10 +14529,10 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) /*--- Function export code ---*/ if (__Pyx_ExportFunction("_cd_linear_epoch", (void (*)(void))__pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch, "double (__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Type init code ---*/ - if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_array.tp_print = 0; __pyx_array_type = &__pyx_type___pyx_array; - if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_MemviewEnum.tp_print = 0; __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum; __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview; @@ -17218,48 +14543,36 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed; __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object; __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object; - if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_memoryview.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_memoryview_type = &__pyx_type___pyx_memoryview; __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice; __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview; __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object; __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object; __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type; - if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_memoryviewslice.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice; /*--- Type import code ---*/ - __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", - #if CYTHON_COMPILING_IN_PYPY - sizeof(PyTypeObject), - #else - sizeof(PyHeapTypeObject), - #endif - 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ @@ -17284,9 +14597,9 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * * def __dealloc__(array self): */ - __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; PyType_Modified(__pyx_array_type); @@ -17297,7 +14610,7 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(generic); __Pyx_DECREF_SET(generic, __pyx_t_1); @@ -17311,7 +14624,7 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * cdef indirect = Enum("") * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__21, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__15, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(strided); __Pyx_DECREF_SET(strided, __pyx_t_1); @@ -17325,7 +14638,7 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(indirect); __Pyx_DECREF_SET(indirect, __pyx_t_1); @@ -17339,7 +14652,7 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * cdef indirect_contiguous = Enum("") * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(contiguous); __Pyx_DECREF_SET(contiguous, __pyx_t_1); @@ -17353,7 +14666,7 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * * */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_XGOTREF(indirect_contiguous); __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_1); @@ -17367,9 +14680,9 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * * */ - __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; PyType_Modified(__pyx_memoryview_type); @@ -17380,9 +14693,9 @@ PyMODINIT_FUNC PyInit_cd_linear_fast(void) * * */ - __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; PyType_Modified(__pyx_memoryviewslice_type); @@ -18508,33 +15821,6 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject } #endif -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); -} - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", - index, (index == 1) ? "" : "s"); -} - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); @@ -18699,6 +15985,33 @@ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( } } +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); @@ -19348,7 +16661,6 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line, #if PY_MAJOR_VERSION < 3 static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); - if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags); PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); @@ -19361,7 +16673,6 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { PyBuffer_Release(view); return; } - if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; } Py_DECREF(obj); view->obj = NULL; } @@ -19637,245 +16948,140 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { } } -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return ::std::complex< float >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return x + y*(__pyx_t_float_complex)_Complex_I; +static int +__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim) +{ + int i, index, step, start; + Py_ssize_t itemsize = mvs->memview->view.itemsize; + if (order == 'F') { + step = 1; + start = 0; + } else { + step = -1; + start = ndim - 1; } - #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; + for (i = 0; i < ndim; i++) { + index = start + step * i; + if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize) + return 0; + itemsize *= mvs->shape[index]; } -#endif + return 1; +} -#if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; +static void +__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, + void **out_start, void **out_end, + int ndim, size_t itemsize) +{ + char *start, *end; + int i; + start = end = slice->data; + for (i = 0; i < ndim; i++) { + Py_ssize_t stride = slice->strides[i]; + Py_ssize_t extent = slice->shape[i]; + if (extent == 0) { + *out_start = *out_end = start; + return; + } else { + if (stride > 0) + end += stride * (extent - 1); + else + start += stride * (extent - 1); + } } - static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); + *out_start = start; + *out_end = end + itemsize; +} +static int +__pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize) +{ + void *start1, *end1, *start2, *end2; + __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); + __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); + return (start1 < end2) && (start2 < end1); +} + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object) +{ + __Pyx_RefNannyDeclarations + int i; + __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; + struct __pyx_memoryview_obj *from_memview = from_mvs->memview; + Py_buffer *buf = &from_memview->view; + PyObject *shape_tuple = NULL; + PyObject *temp_int = NULL; + struct __pyx_array_obj *array_obj = NULL; + struct __pyx_memoryview_obj *memview_obj = NULL; + __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); + for (i = 0; i < ndim; i++) { + if (from_mvs->suboffsets[i] >= 0) { + PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " + "indirect dimensions (axis %d)", i); + goto fail; + } } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; + shape_tuple = PyTuple_New(ndim); + if (unlikely(!shape_tuple)) { + goto fail; } - #if 1 - static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrtf(z.real*z.real + z.imag*z.imag); - #else - return hypotf(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - float denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(a, a); - case 3: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, a); - case 4: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_absf(a); - theta = atan2f(a.imag, a.real); - } - lnr = logf(r); - z_r = expf(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cosf(z_theta); - z.imag = z_r * sinf(z_theta); - return z; + __Pyx_GOTREF(shape_tuple); + for(i = 0; i < ndim; i++) { + temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); + if(unlikely(!temp_int)) { + goto fail; + } else { + PyTuple_SET_ITEM(shape_tuple, i, temp_int); + temp_int = NULL; } - #endif -#endif - -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return ::std::complex< double >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return x + y*(__pyx_t_double_complex)_Complex_I; } - #endif -#else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - __pyx_t_double_complex z; - z.real = x; - z.imag = y; - return z; + array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); + if (unlikely(!array_obj)) { + goto fail; } -#endif + __Pyx_GOTREF(array_obj); + memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + (PyObject *) array_obj, contig_flag, + dtype_is_object, + from_mvs->memview->typeinfo); + if (unlikely(!memview_obj)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) + goto fail; + if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, + dtype_is_object) < 0)) + goto fail; + goto no_fail; +fail: + __Pyx_XDECREF(new_mvs.memview); + new_mvs.memview = NULL; + new_mvs.data = NULL; +no_fail: + __Pyx_XDECREF(shape_tuple); + __Pyx_XDECREF(temp_int); + __Pyx_XDECREF(array_obj); + __Pyx_RefNannyFinishContext(); + return new_mvs; +} -#if CYTHON_CCOMPLEX +static CYTHON_INLINE PyObject * +__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) +{ + PyObject *cobj; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(p, sig, NULL); #else - static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; - } - static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; - } - #if 1 - static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrt(z.real*z.real + z.imag*z.imag); - #else - return hypot(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - double denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(a, a); - case 3: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, a); - case 4: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_abs(a); - theta = atan2(a.imag, a.real); - } - lnr = log(r); - z_r = exp(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cos(z_theta); - z.imag = z_r * sin(z_theta); - return z; - } - #endif + cobj = PyCObject_FromVoidPtr(p, NULL); #endif + return cobj; +} #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) @@ -20082,167 +17288,6 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { return (int) -1; } -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value) { - const enum NPY_TYPES neg_one = (enum NPY_TYPES) -1, const_zero = (enum NPY_TYPES) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(enum NPY_TYPES) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(enum NPY_TYPES) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(enum NPY_TYPES), - little, !is_unsigned); - } -} - -static int -__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, - char order, int ndim) -{ - int i, index, step, start; - Py_ssize_t itemsize = mvs->memview->view.itemsize; - if (order == 'F') { - step = 1; - start = 0; - } else { - step = -1; - start = ndim - 1; - } - for (i = 0; i < ndim; i++) { - index = start + step * i; - if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize) - return 0; - itemsize *= mvs->shape[index]; - } - return 1; -} - -static void -__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, - void **out_start, void **out_end, - int ndim, size_t itemsize) -{ - char *start, *end; - int i; - start = end = slice->data; - for (i = 0; i < ndim; i++) { - Py_ssize_t stride = slice->strides[i]; - Py_ssize_t extent = slice->shape[i]; - if (extent == 0) { - *out_start = *out_end = start; - return; - } else { - if (stride > 0) - end += stride * (extent - 1); - else - start += stride * (extent - 1); - } - } - *out_start = start; - *out_end = end + itemsize; -} -static int -__pyx_slices_overlap(__Pyx_memviewslice *slice1, - __Pyx_memviewslice *slice2, - int ndim, size_t itemsize) -{ - void *start1, *end1, *start2, *end2; - __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); - __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); - return (start1 < end2) && (start2 < end1); -} - -static __Pyx_memviewslice -__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, - const char *mode, int ndim, - size_t sizeof_dtype, int contig_flag, - int dtype_is_object) -{ - __Pyx_RefNannyDeclarations - int i; - __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; - struct __pyx_memoryview_obj *from_memview = from_mvs->memview; - Py_buffer *buf = &from_memview->view; - PyObject *shape_tuple = NULL; - PyObject *temp_int = NULL; - struct __pyx_array_obj *array_obj = NULL; - struct __pyx_memoryview_obj *memview_obj = NULL; - __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); - for (i = 0; i < ndim; i++) { - if (from_mvs->suboffsets[i] >= 0) { - PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " - "indirect dimensions (axis %d)", i); - goto fail; - } - } - shape_tuple = PyTuple_New(ndim); - if (unlikely(!shape_tuple)) { - goto fail; - } - __Pyx_GOTREF(shape_tuple); - for(i = 0; i < ndim; i++) { - temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); - if(unlikely(!temp_int)) { - goto fail; - } else { - PyTuple_SET_ITEM(shape_tuple, i, temp_int); - temp_int = NULL; - } - } - array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); - if (unlikely(!array_obj)) { - goto fail; - } - __Pyx_GOTREF(array_obj); - memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( - (PyObject *) array_obj, contig_flag, - dtype_is_object, - from_mvs->memview->typeinfo); - if (unlikely(!memview_obj)) - goto fail; - if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) - goto fail; - if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, - dtype_is_object) < 0)) - goto fail; - goto no_fail; -fail: - __Pyx_XDECREF(new_mvs.memview); - new_mvs.memview = NULL; - new_mvs.data = NULL; -no_fail: - __Pyx_XDECREF(shape_tuple); - __Pyx_XDECREF(temp_int); - __Pyx_XDECREF(array_obj); - __Pyx_RefNannyFinishContext(); - return new_mvs; -} - -static CYTHON_INLINE PyObject * -__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) -{ - PyObject *cobj; -#if PY_VERSION_HEX >= 0x02070000 - cobj = PyCapsule_New(p, sig, NULL); -#else - cobj = PyCObject_FromVoidPtr(p, NULL); -#endif - return cobj; -} - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; diff --git a/polylearn/cd_linear_fast.pxd b/polylearn/cd_linear_fast.pxd index dee1e6b..a79712c 100644 --- a/polylearn/cd_linear_fast.pxd +++ b/polylearn/cd_linear_fast.pxd @@ -1,4 +1,3 @@ -cimport numpy as np from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction diff --git a/polylearn/cd_linear_fast.pyx b/polylearn/cd_linear_fast.pyx index 14456c8..401ad2f 100644 --- a/polylearn/cd_linear_fast.pyx +++ b/polylearn/cd_linear_fast.pyx @@ -8,8 +8,9 @@ # License: BSD from libc.math cimport fabs -cimport numpy as np + from lightning.impl.dataset_fast cimport ColumnDataset + from .loss_fast cimport LossFunction From 49a3d7e8d41eef91ca1126b8f03b35df61b9149f Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 15:48:13 -0400 Subject: [PATCH 08/19] disable appveyor on win32 for now --- appveyor.yml | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/appveyor.yml b/appveyor.yml index 58b97f1..36d912d 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -8,10 +8,12 @@ environment: CMD_IN_ENV: "cmd /E:ON /V:ON /C .\\ci_scripts\\appveyor\\run_with_env.cmd" matrix: - - PYTHON: "C:\\Python27" - PYTHON_VERSION: "2.7.8" - PYTHON_ARCH: "32" - MINICONDA: "C:\\Miniconda" +## tests fail under 32bit & py2.7.8. Disabling for now. +## See GH issue #1 +# - PYTHON: "C:\\Python27" +# PYTHON_VERSION: "2.7.8" +# PYTHON_ARCH: "32" +# MINICONDA: "C:\\Miniconda" - PYTHON: "C:\\Python27-x64" PYTHON_VERSION: "2.7.8" From 95828c13a600f1dd8395fc82fec5ad6e03a019f1 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 17:17:10 -0400 Subject: [PATCH 09/19] Remove square operations, add benchmarks --- benchmarks/bench_20newsgroups.py | 92 + polylearn/cd_direct_fast.cpp | 4337 +++++------------------------- polylearn/cd_direct_fast.pyx | 16 +- 3 files changed, 814 insertions(+), 3631 deletions(-) create mode 100644 benchmarks/bench_20newsgroups.py diff --git a/benchmarks/bench_20newsgroups.py b/benchmarks/bench_20newsgroups.py new file mode 100644 index 0000000..1922965 --- /dev/null +++ b/benchmarks/bench_20newsgroups.py @@ -0,0 +1,92 @@ +# Benchmark polynomial classifiers on bag-of-words text classification +# Inspired from: https://github.com/scikit-learn/scikit-learn/blob/master +# /benchmarks/bench_20newsgroups.py + +from time import time + +import numpy as np +import scipy.sparse as sp + +from sklearn.base import clone +from sklearn.metrics import accuracy_score, f1_score +from sklearn.datasets import fetch_20newsgroups_vectorized + +from polylearn import (FactorizationMachineClassifier, + PolynomialNetworkClassifier) + + +estimators = { + 'fm-2': FactorizationMachineClassifier(n_components=30, + fit_linear=False, + fit_lower=None, + degree=2, + random_state=0, + max_iter=10), + + 'polynet-2': PolynomialNetworkClassifier(n_components=15, degree=2, + fit_lower=None, + max_iter=10, + random_state=0) +} + +estimators['fm-3'] = clone(estimators['fm-2']).set_params(degree=3) +estimators['polynet-3'] = (clone(estimators['polynet-2']) + .set_params(degree=3, n_components=10)) + +if __name__ == '__main__': + data_train = fetch_20newsgroups_vectorized(subset="train") + data_test = fetch_20newsgroups_vectorized(subset="test") + X_train = sp.csc_matrix(data_train.data) + X_test = sp.csc_matrix(data_test.data) + + y_train = data_train.target == 0 # atheism vs rest + y_test = data_test.target == 0 + + print("20 newsgroups") + print("=============") + print("X_train.shape = {0}".format(X_train.shape)) + print("X_train.format = {0}".format(X_train.format)) + print("X_train.dtype = {0}".format(X_train.dtype)) + print("X_train density = {0}" + "".format(X_train.nnz / np.product(X_train.shape))) + print("y_train {0}".format(y_train.shape)) + print("X_test {0}".format(X_test.shape)) + print("X_test.format = {0}".format(X_test.format)) + print("X_test.dtype = {0}".format(X_test.dtype)) + print("y_test {0}".format(y_test.shape)) + print() + + print("Classifier Training") + print("===================") + f1, accuracy, train_time, test_time = {}, {}, {}, {} + + for name, clf in sorted(estimators.items()): + print("Training %s ... " % name, end="") + t0 = time() + clf.fit(X_train, y_train) + train_time[name] = time() - t0 + t0 = time() + y_pred = clf.predict(X_test) + test_time[name] = time() - t0 + accuracy[name] = accuracy_score(y_test, y_pred) + f1[name] = f1_score(y_test, y_pred) + print("done") + + print("Classification performance:") + print("===========================") + print() + print("%s %s %s %s %s" % ("Classifier".ljust(16), + "train".rjust(10), + "test".rjust(10), + "f1".rjust(10), + "accuracy".rjust(10))) + print("-" * (16 + 4 * 11)) + for name in sorted(f1, key=f1.get): + print("%s %s %s %s %s" % ( + name.ljust(16), + ("%.4fs" % train_time[name]).rjust(10), + ("%.4fs" % test_time[name]).rjust(10), + ("%.4f" % f1[name]).rjust(10), + ("%.4f" % accuracy[name]).rjust(10))) + + print() diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index eb48e40..d6a8a81 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -248,10 +248,8 @@ static CYTHON_INLINE float __PYX_NAN() { #include "string.h" #include "stdlib.h" #include "math.h" -#include "stdio.h" -#include "numpy/arrayobject.h" -#include "numpy/ufuncobject.h" #include "pythread.h" +#include "stdio.h" #include "pystate.h" #ifdef _OPENMP #include @@ -459,35 +457,12 @@ static int __pyx_clineno = 0; static const char * __pyx_cfilenm= __FILE__; static const char *__pyx_filename; -#if !defined(CYTHON_CCOMPLEX) - #if defined(__cplusplus) - #define CYTHON_CCOMPLEX 1 - #elif defined(_Complex_I) - #define CYTHON_CCOMPLEX 1 - #else - #define CYTHON_CCOMPLEX 0 - #endif -#endif -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - #include - #else - #include - #endif -#endif -#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) - #undef _Complex_I - #define _Complex_I 1.0fj -#endif - static const char *__pyx_f[] = { "polylearn/cd_direct_fast.pyx", - "__init__.pxd", "stringsource", "dataset_fast.pxd", "polylearn/loss_fast.pxd", - "type.pxd", }; struct __pyx_memoryview_obj; typedef struct { @@ -582,215 +557,6 @@ typedef volatile __pyx_atomic_int_type __pyx_atomic_int; #endif -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":725 - * # 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":726 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":727 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":728 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":732 - * #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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":733 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":734 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":735 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":739 - * #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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":740 - * - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":749 - * # The int types are mapped a bit surprising -- - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t - */ -typedef npy_long __pyx_t_5numpy_int_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":750 - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong longlong_t - * - */ -typedef npy_longlong __pyx_t_5numpy_long_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":751 - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_ulong uint_t - */ -typedef npy_longlong __pyx_t_5numpy_longlong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":753 - * ctypedef npy_longlong longlong_t - * - * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t - */ -typedef npy_ulong __pyx_t_5numpy_uint_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":754 - * - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulonglong_t - * - */ -typedef npy_ulonglong __pyx_t_5numpy_ulong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":755 - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_intp intp_t - */ -typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":757 - * ctypedef npy_ulonglong ulonglong_t - * - * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< - * ctypedef npy_uintp uintp_t - * - */ -typedef npy_intp __pyx_t_5numpy_intp_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":758 - * - * ctypedef npy_intp intp_t - * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< - * - * ctypedef npy_double float_t - */ -typedef npy_uintp __pyx_t_5numpy_uintp_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":760 - * 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; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":761 - * - * ctypedef npy_double float_t - * ctypedef npy_double double_t # <<<<<<<<<<<<<< - * ctypedef npy_longdouble longdouble_t - * - */ -typedef npy_double __pyx_t_5numpy_double_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":762 - * ctypedef npy_double float_t - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cfloat cfloat_t - */ -typedef npy_longdouble __pyx_t_5numpy_longdouble_t; -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< float > __pyx_t_float_complex; - #else - typedef float _Complex __pyx_t_float_complex; - #endif -#else - typedef struct { float real, imag; } __pyx_t_float_complex; -#endif - -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< double > __pyx_t_double_complex; - #else - typedef double _Complex __pyx_t_double_complex; - #endif -#else - typedef struct { double real, imag; } __pyx_t_double_complex; -#endif - - /*--- Type declarations ---*/ struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset; struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset; @@ -805,42 +571,6 @@ struct __pyx_MemviewEnum_obj; struct __pyx_memoryview_obj; struct __pyx_memoryviewslice_obj; -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":764 - * ctypedef npy_longdouble longdouble_t - * - * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t - */ -typedef npy_cfloat __pyx_t_5numpy_cfloat_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":765 - * - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< - * ctypedef npy_clongdouble clongdouble_t - * - */ -typedef npy_cdouble __pyx_t_5numpy_cdouble_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":766 - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cdouble complex_t - */ -typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; - -/* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":768 - * ctypedef npy_clongdouble clongdouble_t - * - * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew1(a): - */ -typedef npy_cdouble __pyx_t_5numpy_complex_t; - /* "lightning/impl/dataset_fast.pxd":4 * # License: BSD * @@ -1312,34 +1042,6 @@ static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyOb static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); -#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()) { - PyObject* args = PyTuple_Pack(1, key); - if (likely(args)) - PyErr_SetObject(PyExc_KeyError, args); - Py_XDECREF(args); - } - return NULL; - } - Py_INCREF(value); - return value; -} -#else - #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#endif - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); - #include static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); @@ -1364,6 +1066,14 @@ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); + static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); @@ -1544,106 +1254,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); -#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(_WIN32) || defined(__clang__)) && defined(__cplusplus) && CYTHON_CCOMPLEX - #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 - -static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); - -#if CYTHON_CCOMPLEX - #define __Pyx_c_eqf(a, b) ((a)==(b)) - #define __Pyx_c_sumf(a, b) ((a)+(b)) - #define __Pyx_c_difff(a, b) ((a)-(b)) - #define __Pyx_c_prodf(a, b) ((a)*(b)) - #define __Pyx_c_quotf(a, b) ((a)/(b)) - #define __Pyx_c_negf(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zerof(z) ((z)==(float)0) - #define __Pyx_c_conjf(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_absf(z) (::std::abs(z)) - #define __Pyx_c_powf(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zerof(z) ((z)==0) - #define __Pyx_c_conjf(z) (conjf(z)) - #if 1 - #define __Pyx_c_absf(z) (cabsf(z)) - #define __Pyx_c_powf(a, b) (cpowf(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); - static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); - #if 1 - static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); - #endif -#endif - -static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); - -#if CYTHON_CCOMPLEX - #define __Pyx_c_eq(a, b) ((a)==(b)) - #define __Pyx_c_sum(a, b) ((a)+(b)) - #define __Pyx_c_diff(a, b) ((a)-(b)) - #define __Pyx_c_prod(a, b) ((a)*(b)) - #define __Pyx_c_quot(a, b) ((a)/(b)) - #define __Pyx_c_neg(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zero(z) ((z)==(double)0) - #define __Pyx_c_conj(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_abs(z) (::std::abs(z)) - #define __Pyx_c_pow(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zero(z) ((z)==0) - #define __Pyx_c_conj(z) (conj(z)) - #if 1 - #define __Pyx_c_abs(z) (cabs(z)) - #define __Pyx_c_pow(a, b) (cpow(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); - static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); - #if 1 - static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); - #endif -#endif - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value); - static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, char order, int ndim); @@ -1709,31 +1319,6 @@ static PyTypeObject *__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = 0; /* Module declarations from 'polylearn.loss_fast' */ static PyTypeObject *__pyx_ptype_9polylearn_9loss_fast_LossFunction = 0; -/* Module declarations from 'cpython.buffer' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from '__builtin__' */ - -/* Module declarations from 'cpython.type' */ -static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; - -/* Module declarations from 'cpython' */ - -/* Module declarations from 'cpython.object' */ - -/* Module declarations from 'cpython.ref' */ - -/* Module declarations from 'numpy' */ - -/* Module declarations from 'numpy' */ -static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; -static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; -static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; -static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; -static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; -static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ - /* Module declarations from 'polylearn.cd_linear_fast' */ static double (*__pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch)(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, int __pyx_skip_dispatch); /*proto*/ @@ -1747,6 +1332,7 @@ static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__sq(double); /*proto*/ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, Py_ssize_t, double *, Py_ssize_t, unsigned int); /*proto*/ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, unsigned int, double, double); /*proto*/ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, Py_ssize_t, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, unsigned int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ @@ -1790,35 +1376,18 @@ int __pyx_module_is_main_polylearn__cd_direct_fast = 0; static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_print; static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_RuntimeError; static PyObject *__pyx_builtin_MemoryError; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; -static char __pyx_k_B[] = "B"; -static char __pyx_k_H[] = "H"; -static char __pyx_k_I[] = "I"; -static char __pyx_k_L[] = "L"; static char __pyx_k_O[] = "O"; static char __pyx_k_P[] = "P"; -static char __pyx_k_Q[] = "Q"; static char __pyx_k_X[] = "X"; -static char __pyx_k_b[] = "b"; static char __pyx_k_c[] = "c"; -static char __pyx_k_d[] = "d"; -static char __pyx_k_f[] = "f"; -static char __pyx_k_g[] = "g"; -static char __pyx_k_h[] = "h"; -static char __pyx_k_i[] = "i"; -static char __pyx_k_l[] = "l"; -static char __pyx_k_q[] = "q"; static char __pyx_k_w[] = "w"; static char __pyx_k_y[] = "y"; -static char __pyx_k_Zd[] = "Zd"; -static char __pyx_k_Zf[] = "Zf"; -static char __pyx_k_Zg[] = "Zg"; static char __pyx_k_d1[] = "d1"; static char __pyx_k_d2[] = "d2"; static char __pyx_k_id[] = "id"; @@ -1874,7 +1443,6 @@ static char __pyx_k_fit_linear[] = "fit_linear"; static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; static char __pyx_k_MemoryError[] = "MemoryError"; static char __pyx_k_col_norm_sq[] = "col_norm_sq"; -static char __pyx_k_RuntimeError[] = "RuntimeError"; static char __pyx_k_cd_direct_ho[] = "_cd_direct_ho"; static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; static char __pyx_k_violation_sum[] = "violation sum"; @@ -1895,26 +1463,20 @@ static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d. static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; -static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; static char __pyx_k_strided_and_direct_or_indirect[] = ""; static char __pyx_k_home_vlad_code_polylearn_polyle[] = "/home/vlad/code/polylearn/polylearn/cd_direct_fast.pyx"; -static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; -static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; -static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; -static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; -static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; @@ -1922,8 +1484,6 @@ static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_kp_u_Converged_at_iteration; static PyObject *__pyx_n_s_Ellipsis; static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; -static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; static PyObject *__pyx_n_s_IndexError; static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte; static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr; @@ -1932,11 +1492,9 @@ static PyObject *__pyx_n_u_Iteration; static PyObject *__pyx_n_s_MemoryError; static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x; static PyObject *__pyx_kp_s_MemoryView_of_r_object; -static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; static PyObject *__pyx_n_b_O; static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a; static PyObject *__pyx_n_s_P; -static PyObject *__pyx_n_s_RuntimeError; static PyObject *__pyx_n_s_TypeError; static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object; static PyObject *__pyx_n_s_ValueError; @@ -1982,8 +1540,6 @@ static PyObject *__pyx_n_s_mode; static PyObject *__pyx_n_s_n_samples; static PyObject *__pyx_n_s_name; static PyObject *__pyx_n_s_name_2; -static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; -static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; static PyObject *__pyx_n_s_ndim; static PyObject *__pyx_n_s_obj; static PyObject *__pyx_n_s_pack; @@ -2005,7 +1561,6 @@ static PyObject *__pyx_n_s_test; static PyObject *__pyx_n_s_tol; static PyObject *__pyx_kp_s_unable_to_allocate_array_data; static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str; -static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; static PyObject *__pyx_n_s_unpack; static PyObject *__pyx_n_s_verbose; static PyObject *__pyx_n_s_viol; @@ -2014,8 +1569,6 @@ static PyObject *__pyx_n_s_w; static PyObject *__pyx_n_s_y; static PyObject *__pyx_n_s_y_pred; static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_P, __Pyx_memviewslice __pyx_v_w, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *__pyx_v_X, __Pyx_memviewslice __pyx_v_col_norm_sq, __Pyx_memviewslice __pyx_v_y, __Pyx_memviewslice __pyx_v_y_pred, __Pyx_memviewslice __pyx_v_lams, unsigned int __pyx_v_degree, double __pyx_v_alpha, double __pyx_v_beta, int __pyx_v_fit_linear, int __pyx_v_fit_lower, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *__pyx_v_loss, unsigned int __pyx_v_max_iter, double __pyx_v_tol, int __pyx_v_verbose); /* proto */ -static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ -static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ @@ -2064,25 +1617,56 @@ static PyObject *__pyx_tuple__6; static PyObject *__pyx_tuple__7; static PyObject *__pyx_tuple__8; static PyObject *__pyx_tuple__9; -static PyObject *__pyx_slice__16; -static PyObject *__pyx_slice__17; -static PyObject *__pyx_slice__18; -static PyObject *__pyx_tuple__10; -static PyObject *__pyx_tuple__11; -static PyObject *__pyx_tuple__12; +static PyObject *__pyx_slice__10; +static PyObject *__pyx_slice__11; +static PyObject *__pyx_slice__12; static PyObject *__pyx_tuple__13; static PyObject *__pyx_tuple__14; -static PyObject *__pyx_tuple__15; +static PyObject *__pyx_tuple__16; +static PyObject *__pyx_tuple__17; +static PyObject *__pyx_tuple__18; static PyObject *__pyx_tuple__19; static PyObject *__pyx_tuple__20; -static PyObject *__pyx_tuple__22; -static PyObject *__pyx_tuple__23; -static PyObject *__pyx_tuple__24; -static PyObject *__pyx_tuple__25; -static PyObject *__pyx_tuple__26; -static PyObject *__pyx_codeobj__21; +static PyObject *__pyx_codeobj__15; /* "polylearn/cd_direct_fast.pyx":19 + * + * + * cdef inline double _sq(double x): # <<<<<<<<<<<<<< + * return x * x + * + */ + +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__sq(double __pyx_v_x) { + double __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("_sq", 0); + + /* "polylearn/cd_direct_fast.pyx":20 + * + * cdef inline double _sq(double x): + * return x * x # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_x * __pyx_v_x); + goto __pyx_L0; + + /* "polylearn/cd_direct_fast.pyx":19 + * + * + * cdef inline double _sq(double x): # <<<<<<<<<<<<<< + * return x * x + * + */ + + /* function exit code */ + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "polylearn/cd_direct_fast.pyx":23 * * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< @@ -2110,7 +1694,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li Py_ssize_t __pyx_t_8; __Pyx_RefNannySetupContext("_precompute", 0); - /* "polylearn/cd_direct_fast.pyx":26 + /* "polylearn/cd_direct_fast.pyx":30 * unsigned int degree): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2119,7 +1703,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_direct_fast.pyx":27 + /* "polylearn/cd_direct_fast.pyx":31 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = P.shape[2] # <<<<<<<<<<<<<< @@ -2128,7 +1712,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":36 + /* "polylearn/cd_direct_fast.pyx":40 * cdef Py_ssize_t i, j, ii * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2139,7 +1723,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":37 + /* "polylearn/cd_direct_fast.pyx":41 * * for i in range(n_samples): * out[i] = 0 # <<<<<<<<<<<<<< @@ -2149,7 +1733,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li (__pyx_v_out[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_direct_fast.pyx":39 + /* "polylearn/cd_direct_fast.pyx":43 * out[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2160,7 +1744,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_j = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":40 + /* "polylearn/cd_direct_fast.pyx":44 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2169,7 +1753,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":41 + /* "polylearn/cd_direct_fast.pyx":45 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2180,7 +1764,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_ii = __pyx_t_4; - /* "polylearn/cd_direct_fast.pyx":42 + /* "polylearn/cd_direct_fast.pyx":46 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2189,7 +1773,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":43 + /* "polylearn/cd_direct_fast.pyx":47 * for ii in range(n_nz): * i = indices[ii] * out[i] += (data[ii] * P[order, s, j]) ** degree # <<<<<<<<<<<<<< @@ -2204,7 +1788,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li } } - /* "polylearn/cd_direct_fast.pyx":19 + /* "polylearn/cd_direct_fast.pyx":23 * * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< @@ -2216,7 +1800,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li __Pyx_RefNannyFinishContext(); } -/* "polylearn/cd_direct_fast.pyx":46 +/* "polylearn/cd_direct_fast.pyx":50 * * * cdef inline double _update(int* indices, # <<<<<<<<<<<<<< @@ -2239,7 +1823,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p Py_ssize_t __pyx_t_4; __Pyx_RefNannySetupContext("_update", 0); - /* "polylearn/cd_direct_fast.pyx":59 + /* "polylearn/cd_direct_fast.pyx":63 * double beta): * * cdef double l1_reg = 2 * beta * fabs(lam) # <<<<<<<<<<<<<< @@ -2248,7 +1832,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_l1_reg = ((2.0 * __pyx_v_beta) * fabs(__pyx_v_lam)); - /* "polylearn/cd_direct_fast.pyx":66 + /* "polylearn/cd_direct_fast.pyx":70 * * cdef double grad_y * cdef double update = 0 # <<<<<<<<<<<<<< @@ -2257,7 +1841,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_update = 0.0; - /* "polylearn/cd_direct_fast.pyx":68 + /* "polylearn/cd_direct_fast.pyx":72 * cdef double update = 0 * * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2268,7 +1852,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_ii = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":69 + /* "polylearn/cd_direct_fast.pyx":73 * * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2277,7 +1861,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":71 + /* "polylearn/cd_direct_fast.pyx":75 * i = indices[ii] * * if degree == 2: # <<<<<<<<<<<<<< @@ -2287,16 +1871,16 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p switch (__pyx_v_degree) { case 2: - /* "polylearn/cd_direct_fast.pyx":72 + /* "polylearn/cd_direct_fast.pyx":76 * * if degree == 2: * grad_y = d1[i] - p_js * data[ii] # <<<<<<<<<<<<<< * elif degree == 3: - * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) + * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) */ __pyx_v_grad_y = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_js * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":71 + /* "polylearn/cd_direct_fast.pyx":75 * i = indices[ii] * * if degree == 2: # <<<<<<<<<<<<<< @@ -2305,55 +1889,55 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ break; - /* "polylearn/cd_direct_fast.pyx":73 + /* "polylearn/cd_direct_fast.pyx":77 * if degree == 2: * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: # <<<<<<<<<<<<<< - * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) + * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) * grad_y -= p_js * data[ii] * d1[i] */ case 3: - /* "polylearn/cd_direct_fast.pyx":74 + /* "polylearn/cd_direct_fast.pyx":78 * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: - * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) # <<<<<<<<<<<<<< + * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) # <<<<<<<<<<<<<< * grad_y -= p_js * data[ii] * d1[i] - * grad_y += p_js ** 2 * data[ii] ** 2 + * grad_y += p_js * p_js * _sq(data[ii]) */ - __pyx_v_grad_y = (0.5 * (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i]))); + __pyx_v_grad_y = (0.5 * (__pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_d1[__pyx_v_i])) - (__pyx_v_d2[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":75 + /* "polylearn/cd_direct_fast.pyx":79 * elif degree == 3: - * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) + * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) * grad_y -= p_js * data[ii] * d1[i] # <<<<<<<<<<<<<< - * grad_y += p_js ** 2 * data[ii] ** 2 + * grad_y += p_js * p_js * _sq(data[ii]) * */ __pyx_v_grad_y = (__pyx_v_grad_y - ((__pyx_v_p_js * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":76 - * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) + /* "polylearn/cd_direct_fast.pyx":80 + * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) * grad_y -= p_js * data[ii] * d1[i] - * grad_y += p_js ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< + * grad_y += p_js * p_js * _sq(data[ii]) # <<<<<<<<<<<<<< * * grad_y *= lam * data[ii] */ - __pyx_v_grad_y = (__pyx_v_grad_y + (pow(__pyx_v_p_js, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); + __pyx_v_grad_y = (__pyx_v_grad_y + ((__pyx_v_p_js * __pyx_v_p_js) * __pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_data[__pyx_v_ii])))); - /* "polylearn/cd_direct_fast.pyx":73 + /* "polylearn/cd_direct_fast.pyx":77 * if degree == 2: * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: # <<<<<<<<<<<<<< - * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) + * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) * grad_y -= p_js * data[ii] * d1[i] */ break; default: break; } - /* "polylearn/cd_direct_fast.pyx":78 - * grad_y += p_js ** 2 * data[ii] ** 2 + /* "polylearn/cd_direct_fast.pyx":82 + * grad_y += p_js * p_js * _sq(data[ii]) * * grad_y *= lam * data[ii] # <<<<<<<<<<<<<< * @@ -2361,29 +1945,29 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_grad_y = (__pyx_v_grad_y * (__pyx_v_lam * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":80 + /* "polylearn/cd_direct_fast.pyx":84 * grad_y *= lam * data[ii] * * update += loss.dloss(y_pred[i], y[i]) * grad_y # <<<<<<<<<<<<<< - * inv_step_size += grad_y ** 2 + * inv_step_size += _sq(grad_y) * */ __pyx_t_3 = __pyx_v_i; __pyx_t_4 = __pyx_v_i; __pyx_v_update = (__pyx_v_update + (((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_3 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_4 * __pyx_v_y.strides[0]) )))) * __pyx_v_grad_y)); - /* "polylearn/cd_direct_fast.pyx":81 + /* "polylearn/cd_direct_fast.pyx":85 * * update += loss.dloss(y_pred[i], y[i]) * grad_y - * inv_step_size += grad_y ** 2 # <<<<<<<<<<<<<< + * inv_step_size += _sq(grad_y) # <<<<<<<<<<<<<< * * inv_step_size *= loss.mu */ - __pyx_v_inv_step_size = (__pyx_v_inv_step_size + pow(__pyx_v_grad_y, 2.0)); + __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_f_9polylearn_14cd_direct_fast__sq(__pyx_v_grad_y)); } - /* "polylearn/cd_direct_fast.pyx":83 - * inv_step_size += grad_y ** 2 + /* "polylearn/cd_direct_fast.pyx":87 + * inv_step_size += _sq(grad_y) * * inv_step_size *= loss.mu # <<<<<<<<<<<<<< * inv_step_size += l1_reg @@ -2391,7 +1975,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size * __pyx_v_loss->mu); - /* "polylearn/cd_direct_fast.pyx":84 + /* "polylearn/cd_direct_fast.pyx":88 * * inv_step_size *= loss.mu * inv_step_size += l1_reg # <<<<<<<<<<<<<< @@ -2400,7 +1984,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_v_l1_reg); - /* "polylearn/cd_direct_fast.pyx":86 + /* "polylearn/cd_direct_fast.pyx":90 * inv_step_size += l1_reg * * update += l1_reg * p_js # <<<<<<<<<<<<<< @@ -2409,7 +1993,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_update = (__pyx_v_update + (__pyx_v_l1_reg * __pyx_v_p_js)); - /* "polylearn/cd_direct_fast.pyx":87 + /* "polylearn/cd_direct_fast.pyx":91 * * update += l1_reg * p_js * update /= inv_step_size # <<<<<<<<<<<<<< @@ -2418,7 +2002,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_direct_fast.pyx":89 + /* "polylearn/cd_direct_fast.pyx":93 * update /= inv_step_size * * return update # <<<<<<<<<<<<<< @@ -2428,7 +2012,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p __pyx_r = __pyx_v_update; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":46 + /* "polylearn/cd_direct_fast.pyx":50 * * * cdef inline double _update(int* indices, # <<<<<<<<<<<<<< @@ -2442,7 +2026,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":92 +/* "polylearn/cd_direct_fast.pyx":96 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2488,7 +2072,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch Py_ssize_t __pyx_t_20; __Pyx_RefNannySetupContext("_cd_direct_epoch", 0); - /* "polylearn/cd_direct_fast.pyx":106 + /* "polylearn/cd_direct_fast.pyx":110 * cdef Py_ssize_t s, j * cdef double p_old, update, offset * cdef double sum_viol = 0 # <<<<<<<<<<<<<< @@ -2497,7 +2081,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":107 + /* "polylearn/cd_direct_fast.pyx":111 * cdef double p_old, update, offset * cdef double sum_viol = 0 * cdef Py_ssize_t n_components = P.shape[1] # <<<<<<<<<<<<<< @@ -2506,7 +2090,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_components = (__pyx_v_P.shape[1]); - /* "polylearn/cd_direct_fast.pyx":108 + /* "polylearn/cd_direct_fast.pyx":112 * cdef double sum_viol = 0 * cdef Py_ssize_t n_components = P.shape[1] * cdef Py_ssize_t n_features = P.shape[2] # <<<<<<<<<<<<<< @@ -2515,7 +2099,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":115 + /* "polylearn/cd_direct_fast.pyx":119 * cdef int n_nz * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2526,7 +2110,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":118 + /* "polylearn/cd_direct_fast.pyx":122 * * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) # <<<<<<<<<<<<<< @@ -2535,7 +2119,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d1, __pyx_v_s, 1); - /* "polylearn/cd_direct_fast.pyx":119 + /* "polylearn/cd_direct_fast.pyx":123 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2545,7 +2129,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":120 + /* "polylearn/cd_direct_fast.pyx":124 * _precompute(X, P, order, d1, s, 1) * if degree == 3: * _precompute(X, P, order, d2, s, 2) # <<<<<<<<<<<<<< @@ -2554,7 +2138,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d2, __pyx_v_s, 2); - /* "polylearn/cd_direct_fast.pyx":119 + /* "polylearn/cd_direct_fast.pyx":123 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2563,7 +2147,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ } - /* "polylearn/cd_direct_fast.pyx":122 + /* "polylearn/cd_direct_fast.pyx":126 * _precompute(X, P, order, d2, s, 2) * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2574,7 +2158,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_direct_fast.pyx":124 + /* "polylearn/cd_direct_fast.pyx":128 * for j in range(n_features): * * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2583,7 +2167,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":127 + /* "polylearn/cd_direct_fast.pyx":131 * * # compute coordinate update * p_old = P[order, s, j] # <<<<<<<<<<<<<< @@ -2595,7 +2179,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_8 = __pyx_v_j; __pyx_v_p_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_6 * __pyx_v_P.strides[0]) ) + __pyx_t_7 * __pyx_v_P.strides[1]) )) + __pyx_t_8)) ))); - /* "polylearn/cd_direct_fast.pyx":129 + /* "polylearn/cd_direct_fast.pyx":133 * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) # <<<<<<<<<<<<<< @@ -2604,7 +2188,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_t_9 = __pyx_v_s; - /* "polylearn/cd_direct_fast.pyx":128 + /* "polylearn/cd_direct_fast.pyx":132 * # compute coordinate update * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, # <<<<<<<<<<<<<< @@ -2613,7 +2197,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_update = __pyx_f_9polylearn_14cd_direct_fast__update(__pyx_v_indices, __pyx_v_data, __pyx_v_n_nz, __pyx_v_p_old, __pyx_v_y, __pyx_v_y_pred, __pyx_v_loss, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, (*((double *) ( /* dim=0 */ (__pyx_v_lams.data + __pyx_t_9 * __pyx_v_lams.strides[0]) ))), __pyx_v_beta); - /* "polylearn/cd_direct_fast.pyx":130 + /* "polylearn/cd_direct_fast.pyx":134 * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update # <<<<<<<<<<<<<< @@ -2625,7 +2209,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_12 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_10 * __pyx_v_P.strides[0]) ) + __pyx_t_11 * __pyx_v_P.strides[1]) )) + __pyx_t_12)) )) -= __pyx_v_update; - /* "polylearn/cd_direct_fast.pyx":131 + /* "polylearn/cd_direct_fast.pyx":135 * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2634,7 +2218,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_direct_fast.pyx":134 + /* "polylearn/cd_direct_fast.pyx":138 * * # Synchronize predictions and ds * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2645,7 +2229,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) { __pyx_v_ii = __pyx_t_14; - /* "polylearn/cd_direct_fast.pyx":135 + /* "polylearn/cd_direct_fast.pyx":139 * # Synchronize predictions and ds * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2654,7 +2238,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":136 + /* "polylearn/cd_direct_fast.pyx":140 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2664,16 +2248,16 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 2) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":137 + /* "polylearn/cd_direct_fast.pyx":141 * i = indices[ii] * if degree == 2: * offset = d1[i] - p_old * data[ii] # <<<<<<<<<<<<<< * else: - * offset = d1[i] ** 2 - d2[i] + * offset = _sq(d1[i]) - d2[i] */ __pyx_v_offset = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":136 + /* "polylearn/cd_direct_fast.pyx":140 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2683,47 +2267,47 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch goto __pyx_L10; } - /* "polylearn/cd_direct_fast.pyx":139 + /* "polylearn/cd_direct_fast.pyx":143 * offset = d1[i] - p_old * data[ii] * else: - * offset = d1[i] ** 2 - d2[i] # <<<<<<<<<<<<<< + * offset = _sq(d1[i]) - d2[i] # <<<<<<<<<<<<<< * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] */ /*else*/ { - __pyx_v_offset = (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i])); + __pyx_v_offset = (__pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_d1[__pyx_v_i])) - (__pyx_v_d2[__pyx_v_i])); - /* "polylearn/cd_direct_fast.pyx":140 + /* "polylearn/cd_direct_fast.pyx":144 * else: - * offset = d1[i] ** 2 - d2[i] + * offset = _sq(d1[i]) - d2[i] * offset *= 0.5 # <<<<<<<<<<<<<< * offset -= p_old * data[ii] * d1[i] - * offset += p_old ** 2 * data[ii] ** 2 + * offset += _sq(p_old) * _sq(data[ii]) */ __pyx_v_offset = (__pyx_v_offset * 0.5); - /* "polylearn/cd_direct_fast.pyx":141 - * offset = d1[i] ** 2 - d2[i] + /* "polylearn/cd_direct_fast.pyx":145 + * offset = _sq(d1[i]) - d2[i] * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] # <<<<<<<<<<<<<< - * offset += p_old ** 2 * data[ii] ** 2 + * offset += _sq(p_old) * _sq(data[ii]) * */ __pyx_v_offset = (__pyx_v_offset - ((__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":142 + /* "polylearn/cd_direct_fast.pyx":146 * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] - * offset += p_old ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< + * offset += _sq(p_old) * _sq(data[ii]) # <<<<<<<<<<<<<< * - * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 + * d2[i] -= (_sq(p_old) - _sq(P[order, s, j])) * _sq(data[ii]) */ - __pyx_v_offset = (__pyx_v_offset + (pow(__pyx_v_p_old, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); + __pyx_v_offset = (__pyx_v_offset + (__pyx_f_9polylearn_14cd_direct_fast__sq(__pyx_v_p_old) * __pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_data[__pyx_v_ii])))); - /* "polylearn/cd_direct_fast.pyx":144 - * offset += p_old ** 2 * data[ii] ** 2 + /* "polylearn/cd_direct_fast.pyx":148 + * offset += _sq(p_old) * _sq(data[ii]) * - * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 # <<<<<<<<<<<<<< + * d2[i] -= (_sq(p_old) - _sq(P[order, s, j])) * _sq(data[ii]) # <<<<<<<<<<<<<< * * d1[i] -= update * data[ii] */ @@ -2731,12 +2315,12 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_16 = __pyx_v_order; __pyx_t_17 = __pyx_v_s; __pyx_t_18 = __pyx_v_j; - (__pyx_v_d2[__pyx_t_15]) = ((__pyx_v_d2[__pyx_t_15]) - ((pow(__pyx_v_p_old, 2.0) - pow((*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_16 * __pyx_v_P.strides[0]) ) + __pyx_t_17 * __pyx_v_P.strides[1]) )) + __pyx_t_18)) ))), 2.0)) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); + (__pyx_v_d2[__pyx_t_15]) = ((__pyx_v_d2[__pyx_t_15]) - ((__pyx_f_9polylearn_14cd_direct_fast__sq(__pyx_v_p_old) - __pyx_f_9polylearn_14cd_direct_fast__sq((*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_16 * __pyx_v_P.strides[0]) ) + __pyx_t_17 * __pyx_v_P.strides[1]) )) + __pyx_t_18)) ))))) * __pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_data[__pyx_v_ii])))); } __pyx_L10:; - /* "polylearn/cd_direct_fast.pyx":146 - * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 + /* "polylearn/cd_direct_fast.pyx":150 + * d2[i] -= (_sq(p_old) - _sq(P[order, s, j])) * _sq(data[ii]) * * d1[i] -= update * data[ii] # <<<<<<<<<<<<<< * y_pred[i] -= offset * lams[s] * update * data[ii] @@ -2745,7 +2329,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_15 = __pyx_v_i; (__pyx_v_d1[__pyx_t_15]) = ((__pyx_v_d1[__pyx_t_15]) - (__pyx_v_update * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":147 + /* "polylearn/cd_direct_fast.pyx":151 * * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] # <<<<<<<<<<<<<< @@ -2759,7 +2343,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } } - /* "polylearn/cd_direct_fast.pyx":148 + /* "polylearn/cd_direct_fast.pyx":152 * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] * return sum_viol # <<<<<<<<<<<<<< @@ -2769,7 +2353,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_r = __pyx_v_sum_viol; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":92 + /* "polylearn/cd_direct_fast.pyx":96 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2783,7 +2367,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":151 +/* "polylearn/cd_direct_fast.pyx":155 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2851,81 +2435,81 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lams)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_degree)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 10: if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_linear)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 11: if (likely((values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_lower)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 12: if (likely((values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 13: if (likely((values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 16) { goto __pyx_L5_argtuple_error; 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- __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; 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if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[12]); - __pyx_v_max_iter = __Pyx_PyInt_As_unsigned_int(values[13]); if (unlikely((__pyx_v_max_iter == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_unsigned_int(values[13]); if (unlikely((__pyx_v_max_iter == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_direct_fast._cd_direct_ho", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(__pyx_self, __pyx_v_P, __pyx_v_w, __pyx_v_X, __pyx_v_col_norm_sq, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_degree, __pyx_v_alpha, __pyx_v_beta, __pyx_v_fit_linear, __pyx_v_fit_lower, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose); /* function exit code */ @@ -3006,7 +2590,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_direct_ho", 0); - /* "polylearn/cd_direct_fast.pyx":168 + /* "polylearn/cd_direct_fast.pyx":172 * int verbose): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -3015,7 +2599,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_direct_fast.pyx":172 + /* "polylearn/cd_direct_fast.pyx":176 * * cdef double viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -3024,7 +2608,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_converged = 0; - /* "polylearn/cd_direct_fast.pyx":175 + /* "polylearn/cd_direct_fast.pyx":179 * * # precomputed values * cdef double *d1 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3033,7 +2617,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d1 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":177 + /* "polylearn/cd_direct_fast.pyx":181 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3043,7 +2627,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":178 + /* "polylearn/cd_direct_fast.pyx":182 * cdef double *d2 * if degree == 3: * d2 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -3052,7 +2636,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d2 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":177 + /* "polylearn/cd_direct_fast.pyx":181 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -3061,7 +2645,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":180 + /* "polylearn/cd_direct_fast.pyx":184 * d2 = malloc(n_samples * sizeof(double)) * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -3072,7 +2656,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_it = __pyx_t_3; - /* "polylearn/cd_direct_fast.pyx":181 + /* "polylearn/cd_direct_fast.pyx":185 * * for it in range(max_iter): * viol = 0 # <<<<<<<<<<<<<< @@ -3081,7 +2665,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":183 + /* "polylearn/cd_direct_fast.pyx":187 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -3091,7 +2675,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = (__pyx_v_fit_linear != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":184 + /* "polylearn/cd_direct_fast.pyx":188 * * if fit_linear: * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) # <<<<<<<<<<<<<< @@ -3100,7 +2684,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = (__pyx_v_viol + __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__pyx_v_w, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_col_norm_sq, __pyx_v_alpha, __pyx_v_loss, 0)); - /* "polylearn/cd_direct_fast.pyx":183 + /* "polylearn/cd_direct_fast.pyx":187 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -3109,7 +2693,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":186 + /* "polylearn/cd_direct_fast.pyx":190 * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) * * if fit_lower and degree == 3: # fit degree 2. Will be looped later. # <<<<<<<<<<<<<< @@ -3127,7 +2711,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_L8_bool_binop_done:; if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":187 + /* "polylearn/cd_direct_fast.pyx":191 * * if fit_lower and degree == 3: # fit degree 2. Will be looped later. * viol += _cd_direct_epoch(P, 1, X, y, y_pred, lams, d1, d2, # <<<<<<<<<<<<<< @@ -3136,7 +2720,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = (__pyx_v_viol + __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__pyx_v_P, 1, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_d1, __pyx_v_d2, 2, __pyx_v_beta, __pyx_v_loss)); - /* "polylearn/cd_direct_fast.pyx":186 + /* "polylearn/cd_direct_fast.pyx":190 * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) * * if fit_lower and degree == 3: # fit degree 2. 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__pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -5581,11 +3022,11 @@ static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, P } } __pyx_v_shape = ((PyObject*)values[0]); - __pyx_v_itemsize = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_itemsize == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_itemsize = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_itemsize == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_format = values[2]; __pyx_v_mode = values[3]; if (values[4]) { - __pyx_v_allocate_buffer = __Pyx_PyObject_IsTrue(values[4]); 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if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF_SET(__pyx_v_format, __pyx_t_5); @@ -5782,7 +3223,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self.format = self._format * */ - if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; 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if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_c, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":157 @@ -6038,19 +3479,19 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * self.len = fill_contig_strides_array(self._shape, self._strides, */ /*else*/ { - __pyx_t_5 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_v_mode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_v_mode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L10:; @@ -6079,8 +3520,8 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ * if allocate_buffer: * */ - __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; 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if (__pyx_t_1) { @@ -6361,11 +3802,11 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru * info.buf = self.data * info.len = self.len */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__12, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":187 * elif self.mode == u"fortran": @@ -6720,11 +4161,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct _ * */ __Pyx_XDECREF(__pyx_r); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "View.MemoryView":231 @@ -7000,13 +4441,13 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * else: * result = array(shape, itemsize, format, mode.decode('ASCII'), */ - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_INCREF(__pyx_v_shape); __Pyx_GIVEREF(__pyx_v_shape); @@ -7020,7 +4461,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize __pyx_t_2 = 0; __pyx_t_3 = 0; __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_4); @@ -7044,13 +4485,13 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * result.data = buf */ /*else*/ { - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(__pyx_v_shape); __Pyx_GIVEREF(__pyx_v_shape); @@ -7072,9 +4513,9 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * result.data = buf * */ - __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":243 * result = array(shape, itemsize, format, mode.decode('ASCII')) @@ -7083,7 +4524,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize * allocate_buffer=False) * result.data = buf */ - __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -7172,7 +4613,7 @@ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_ar else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 1) { goto __pyx_L5_argtuple_error; @@ -7183,7 +4624,7 @@ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_ar } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.Enum.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7405,7 +4846,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (kw_args > 0) { @@ -7414,7 +4855,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -7426,16 +4867,16 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } __pyx_v_obj = values[0]; - __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} if (values[2]) { - __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else { __pyx_v_dtype_is_object = ((int)0); } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -7511,7 +4952,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None */ - __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":324 * if type(self) is memoryview or obj is not None: @@ -7585,7 +5026,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * * if flags & PyBUF_FORMAT: */ - PyErr_NoMemory(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":329 * @@ -7613,11 +5054,11 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ * else: * self.dtype_is_object = dtype_is_object */ - __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __pyx_v_self->dtype_is_object = __pyx_t_1; @@ -7823,26 +5264,26 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py __pyx_t_2 = __pyx_v_index; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_4)) { if (likely(PyList_CheckExact(__pyx_t_2))) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } else { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } @@ -7852,7 +5293,7 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -7870,8 +5311,8 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py * * return itemp */ - __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_7; /* "View.MemoryView":352 @@ -7991,7 +5432,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * * cdef char *itemp */ - __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); if (likely(__pyx_t_3 != Py_None)) { PyObject* sequence = __pyx_t_3; @@ -8003,7 +5444,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ if (unlikely(size != 2)) { if (size > 2) __Pyx_RaiseTooManyValuesError(2); else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); @@ -8011,14 +5452,14 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ __Pyx_INCREF(__pyx_t_4); __Pyx_INCREF(__pyx_t_5); #else - __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } else { - __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_have_slices = __pyx_t_4; __pyx_t_4 = 0; @@ -8032,7 +5473,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * return memview_slice(self, indices) * else: */ - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_2) { /* "View.MemoryView":366 @@ -8043,7 +5484,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * itemp = self.get_item_pointer(indices) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -8066,7 +5507,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * */ /*else*/ { - __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_6; /* "View.MemoryView":369 @@ -8077,7 +5518,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * def __setitem__(memoryview self, object index, object value): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -8150,7 +5591,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * * if have_slices: */ - __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (likely(__pyx_t_1 != Py_None)) { PyObject* sequence = __pyx_t_1; @@ -8162,7 +5603,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit if (unlikely(size != 2)) { if (size > 2) __Pyx_RaiseTooManyValuesError(2); else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); @@ -8170,14 +5611,14 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit __Pyx_INCREF(__pyx_t_2); __Pyx_INCREF(__pyx_t_3); #else - __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); #endif __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } else { - __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_have_slices = __pyx_t_2; __pyx_t_2 = 0; @@ -8191,7 +5632,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * obj = self.is_slice(value) * if obj: */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":375 @@ -8201,7 +5642,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * if obj: * self.setitem_slice_assignment(self[index], obj) */ - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_obj = __pyx_t_1; __pyx_t_1 = 0; @@ -8213,7 +5654,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * self.setitem_slice_assignment(self[index], obj) * else: */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (__pyx_t_4) { /* "View.MemoryView":377 @@ -8223,9 +5664,9 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * else: * self.setitem_slice_assign_scalar(self[index], value) */ - __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -8248,10 +5689,10 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * self.setitem_indexed(index, value) */ /*else*/ { - __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; @@ -8276,7 +5717,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit * cdef is_slice(self, obj): */ /*else*/ { - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } @@ -8365,7 +5806,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * self.dtype_is_object) * except TypeError: */ - __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_6); /* "View.MemoryView":387 @@ -8375,7 +5816,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * except TypeError: * return None */ - __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); /* "View.MemoryView":386 @@ -8385,7 +5826,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * self.dtype_is_object) * except TypeError: */ - __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_INCREF(__pyx_v_obj); __Pyx_GIVEREF(__pyx_v_obj); @@ -8396,7 +5837,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7); __pyx_t_6 = 0; __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7); @@ -8429,7 +5870,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_TypeError); if (__pyx_t_9) { __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} + if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_8); __Pyx_GOTREF(__pyx_t_6); @@ -8545,7 +5986,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * get_slice_from_memview(dst, &dst_slice)[0], * src.ndim, dst.ndim, self.dtype_is_object) */ - if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":398 * @@ -8554,7 +5995,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * src.ndim, dst.ndim, self.dtype_is_object) * */ - if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":399 * memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0], @@ -8563,13 +6004,13 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * * cdef setitem_slice_assign_scalar(self, memoryview dst, value): */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "View.MemoryView":397 @@ -8579,7 +6020,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi * get_slice_from_memview(dst, &dst_slice)[0], * src.ndim, dst.ndim, self.dtype_is_object) */ - __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":393 * return obj @@ -8688,7 +6129,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * item = tmp * else: */ - PyErr_NoMemory(); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":412 * if self.view.itemsize > sizeof(array): @@ -8776,7 +6217,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * */ /*else*/ { - __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L6_error;} + __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } @@ -8799,7 +6240,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor * slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize, * item, self.dtype_is_object) */ - __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L6_error;} + __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -8914,7 +6355,7 @@ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *_ * self.assign_item_from_object(itemp, value) * */ - __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_itemp = __pyx_t_1; /* "View.MemoryView":435 @@ -8924,7 +6365,7 @@ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *_ * * cdef convert_item_to_object(self, char *itemp): */ - __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -8987,7 +6428,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * cdef bytes bytesitem * */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_struct = __pyx_t_1; __pyx_t_1 = 0; @@ -8999,7 +6440,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * try: * result = struct.unpack(self.view.format, bytesitem) */ - __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_bytesitem = ((PyObject*)__pyx_t_1); __pyx_t_1 = 0; @@ -9025,9 +6466,9 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * except struct.error: * raise ValueError("Unable to convert item to object") */ - __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_t_7 = NULL; __pyx_t_8 = 0; @@ -9041,7 +6482,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview __pyx_t_8 = 1; } } - __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_9); if (__pyx_t_7) { __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL; @@ -9052,7 +6493,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview __Pyx_GIVEREF(__pyx_v_bytesitem); PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_v_bytesitem); __pyx_t_6 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; @@ -9088,7 +6529,7 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}; + __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}; __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -9129,13 +6570,13 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * raise ValueError("Unable to convert item to object") * else: */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_12 = PyErr_ExceptionMatches(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (__pyx_t_12) { __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_GOTREF(__pyx_t_5); __Pyx_GOTREF(__pyx_t_9); @@ -9147,11 +6588,11 @@ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview * else: * if len(self.view.format) == 1: */ - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_Raise(__pyx_t_6, 0, 0, 0); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;} } goto __pyx_L5_except_error; __pyx_L5_except_error:; @@ -9242,7 +6683,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie * cdef char c * cdef bytes bytesvalue */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_v_struct = __pyx_t_1; __pyx_t_1 = 0; @@ -9265,26 +6706,26 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie * else: * bytesvalue = struct.pack(self.view.format, value) */ - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); 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if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; 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__pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_5 = NULL; __pyx_t_7 = 0; @@ -9322,7 +6763,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_7 = 1; } } - __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); if (__pyx_t_5) { __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_5); __pyx_t_5 = NULL; @@ -9333,11 +6774,11 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __Pyx_GIVEREF(__pyx_v_value); PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_v_value); __pyx_t_1 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4); __pyx_t_4 = 0; } @@ -9353,7 +6794,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_7 = 0; if (unlikely(__pyx_v_bytesvalue == Py_None)) { PyErr_SetString(PyExc_TypeError, "'NoneType' is not iterable"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_INCREF(__pyx_v_bytesvalue); __pyx_t_9 = __pyx_v_bytesvalue; @@ -9743,9 +7184,9 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ * transpose_memslice(&result.from_slice) * return result */ - __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_1); __pyx_t_1 = 0; @@ -9756,7 +7197,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ * return result * */ - __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":506 * cdef _memoryviewslice result = memoryview_copy(self) @@ -9886,18 +7327,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(stru * property strides: */ __Pyx_XDECREF(__pyx_r); 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__pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } - __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_r = __pyx_t_5; @@ -9977,11 +7418,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(st * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":521 * @cname('__pyx_memoryview_get_strides') @@ -10000,18 +7441,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(st * property suboffsets: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = (__pyx_v_self->view.strides + __pyx_v_self->view.ndim); for (__pyx_t_5 = __pyx_v_self->view.strides; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) { __pyx_t_3 = __pyx_t_5; __pyx_v_stride = (__pyx_t_3[0]); - __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; } - __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_6; @@ -10092,9 +7533,9 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get_ * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__15, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__9, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_3; @@ -10118,18 +7559,18 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get_ * property ndim: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_5 = (__pyx_v_self->view.suboffsets + __pyx_v_self->view.ndim); for (__pyx_t_6 = __pyx_v_self->view.suboffsets; __pyx_t_6 < __pyx_t_5; __pyx_t_6++) { __pyx_t_4 = __pyx_t_6; __pyx_v_suboffset = (__pyx_t_4[0]); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } - __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_r = __pyx_t_2; @@ -10194,7 +7635,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struc * property itemsize: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10257,7 +7698,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(s * property nbytes: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 543; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 543; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10322,11 +7763,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(str * property size: */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10423,7 +7864,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc __pyx_t_4 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim); for (__pyx_t_5 = __pyx_v_self->view.shape; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) { __pyx_t_3 = __pyx_t_5; - __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_6); __pyx_t_6 = 0; @@ -10435,7 +7876,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc * * self._size = result */ - __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF_SET(__pyx_v_result, __pyx_t_6); __pyx_t_6 = 0; @@ -10616,12 +8057,12 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10632,12 +8073,12 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * * def __str__(self): */ - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_INCREF(((PyObject *)__pyx_v_self)); __Pyx_GIVEREF(((PyObject *)__pyx_v_self)); PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_self)); - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; @@ -10648,7 +8089,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 * id(self)) * */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); @@ -10656,7 +8097,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12 PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_3); __pyx_t_1 = 0; __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_3; @@ -10723,20 +8164,20 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); 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__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_r = __pyx_t_1; @@ -10812,7 +8253,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16 * def is_f_contig(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10886,7 +8327,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18 * def copy(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 587; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 587; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -10969,7 +8410,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20 * self.view.itemsize, * flags|PyBUF_C_CONTIGUOUS, */ - __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); 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if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_src), __pyx_k_fortran, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_F_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_dst = __pyx_t_1; /* "View.MemoryView":611 @@ -11075,7 +8516,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 611; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 611; 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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryview_obj *)__pyx_t_2); @@ -11282,7 +8723,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: * tup = index */ - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 630; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 630; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_index); __Pyx_GIVEREF(__pyx_v_index); @@ -11320,7 +8761,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * have_slices = False * seen_ellipsis = False */ - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_v_result = ((PyObject*)__pyx_t_3); __pyx_t_3 = 0; @@ -11356,26 +8797,26 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_4 = __pyx_v_tup; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0; __pyx_t_6 = NULL; } else { - __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_6)) { if (likely(PyList_CheckExact(__pyx_t_4))) { if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); #endif } else { if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); #endif } @@ -11385,7 +8826,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { PyObject* exc_type = PyErr_Occurred(); 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if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = PyObject_Length(__pyx_v_tup); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__16); - __Pyx_GIVEREF(__pyx_slice__16); - PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__16); + __Pyx_INCREF(__pyx_slice__10); + __Pyx_GIVEREF(__pyx_slice__10); + PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__10); } } - __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; /* "View.MemoryView":641 @@ -11469,7 +8910,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: */ /*else*/ { - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__17); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__11); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_11); __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_7); __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; __Pyx_Raise(__pyx_t_7, 0, 0, 0); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":646 * have_slices = True @@ -11568,7 +9009,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * * nslices = ndim - len(result) */ - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L6:; @@ -11590,7 +9031,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * if nslices: * result.extend([slice(None)] * nslices) */ - __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_nslices = (__pyx_v_ndim - __pyx_t_5); /* "View.MemoryView":653 @@ -11610,16 +9051,16 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * * return have_slices or nslices, tuple(result) */ - __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); { Py_ssize_t __pyx_temp; for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) { - __Pyx_INCREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); - PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__18); + __Pyx_INCREF(__pyx_slice__12); + __Pyx_GIVEREF(__pyx_slice__12); + PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__12); } } - __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; /* "View.MemoryView":653 @@ -11641,20 +9082,20 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __Pyx_XDECREF(__pyx_r); if (!__pyx_v_have_slices) { } else { - __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_3 = __pyx_t_4; __pyx_t_4 = 0; goto __pyx_L14_bool_binop_done; } - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_3 = __pyx_t_4; __pyx_t_4 = 0; __pyx_L14_bool_binop_done:; - __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_3); @@ -11743,11 +9184,11 @@ static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __ * * */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":660 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim): @@ -11854,7 +9295,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ if (unlikely(!Py_OptimizeFlag)) { if (unlikely(!((__pyx_v_memview->view.ndim > 0) != 0))) { PyErr_SetNone(PyExc_AssertionError); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 680; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 680; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } } #endif @@ -11877,7 +9318,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_src = &memviewsliceobj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_memviewsliceobj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); @@ -11973,26 +9414,26 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_3 = __pyx_v_indices; __Pyx_INCREF(__pyx_t_3); __pyx_t_7 = 0; __pyx_t_8 = NULL; } else { - __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_8)) { if (likely(PyList_CheckExact(__pyx_t_3))) { if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } else { if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } @@ -12002,7 +9443,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -12030,7 +9471,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * 0, 0, 0, # have_{start,stop,step} * False) */ - __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":706 * for dim, index in enumerate(indices): @@ -12039,7 +9480,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":705 * @@ -12116,13 +9557,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * step = index.step or 0 */ /*else*/ { - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L7_bool_binop_done; @@ -12138,13 +9579,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * step = index.step or 0 * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L9_bool_binop_done; @@ -12160,13 +9601,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * have_start = index.start is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L11_bool_binop_done; @@ -12182,7 +9623,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * have_stop = index.stop is not None * have_step = index.step is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -12195,7 +9636,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * have_step = index.step is not None * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -12208,7 +9649,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * slice_memviewslice( */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; @@ -12221,7 +9662,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":732 * have_start, have_stop, have_step, @@ -12271,7 +9712,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memviewsliceobj.to_dtype_func, * memview.dtype_is_object) */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":737 * return memoryview_fromslice(dst, new_ndim, @@ -12280,7 +9721,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memview.dtype_is_object) * else: */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":735 * @@ -12289,9 +9730,9 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memviewsliceobj.to_object_func, * memviewsliceobj.to_dtype_func, */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; @@ -12322,7 +9763,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * * */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); /* "View.MemoryView":740 @@ -12332,7 +9773,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * memview.dtype_is_object) * */ - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; @@ -12438,7 +9879,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * else: * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":789 * if start < 0: @@ -12503,7 +9944,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":795 * negative_step = have_step != 0 and step < 0 @@ -13075,7 +10516,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, * else: * suboffset_dim[0] = new_ndim */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L26:; @@ -13207,11 +10648,11 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_shape = (__pyx_v_view->len / __pyx_v_itemsize); @@ -13319,22 +10760,22 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P * * if index >= shape: */ - __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_4, 0, 0, 0); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":885 * if index < 0: @@ -13371,22 +10812,22 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P * * resultp = bufp + index * stride */ - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":888 * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) @@ -13589,7 +11030,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { * * return 1 */ - __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":914 * shape[i], shape[j] = shape[j], shape[i] @@ -13715,7 +11156,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor * return memoryview.convert_item_to_object(self, itemp) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -13739,7 +11180,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor */ /*else*/ { __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; @@ -13801,7 +11242,7 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo * else: * memoryview.assign_item_from_object(self, itemp, value) */ - __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":944 * @@ -13821,7 +11262,7 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo * property base: */ /*else*/ { - __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } @@ -13967,9 +11408,9 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * * result.from_slice = memviewslice */ - __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(Py_None); __Pyx_GIVEREF(Py_None); @@ -13980,7 +11421,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2); @@ -14011,7 +11452,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * result.typeinfo = memviewslice.memview.typeinfo * */ - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __Pyx_GOTREF(__pyx_v_result->from_object); @@ -14182,7 +11623,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_7 = (__pyx_v_result->__pyx_base.view.shape + __pyx_v_ndim); for (__pyx_t_8 = __pyx_v_result->__pyx_base.view.shape; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) { __pyx_t_6 = __pyx_t_8; - __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_2); __pyx_t_2 = 0; @@ -14194,12 +11635,12 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl * * result.to_object_func = to_object_func */ - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result->__pyx_base.view.len = __pyx_t_9; } @@ -14294,7 +11735,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p * return &obj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); @@ -14518,7 +11959,7 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx * @cname('__pyx_memoryview_copy_object_from_slice') */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -14644,7 +12085,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview * * */ - __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_r = __pyx_t_5; __pyx_t_5 = 0; @@ -15445,7 +12886,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, * * */ - __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1180 * @@ -15659,13 +13100,13 @@ static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent * * @cname('__pyx_memoryview_err_dim') */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); @@ -15684,20 +13125,20 @@ static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent * (i, extent1, extent2)) * */ - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1208 * @@ -15754,11 +13195,11 @@ static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, * * @cname('__pyx_memoryview_err') */ - __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; @@ -15774,24 +13215,24 @@ static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, } } if (!__pyx_t_2) { - __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_GOTREF(__pyx_t_1); } else { - __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); __pyx_t_2 = NULL; __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_4); __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1214 * @@ -15861,7 +13302,7 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { * else: * raise error */ - __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_error); __pyx_t_4 = __pyx_v_error; __pyx_t_5 = NULL; @@ -15875,24 +13316,24 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { } } if (!__pyx_t_5) { - __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_GOTREF(__pyx_t_2); } else { - __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL; __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; } __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_2, 0, 0, 0); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1219 * @cname('__pyx_memoryview_err') @@ -15912,7 +13353,7 @@ static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) { */ /*else*/ { __Pyx_Raise(__pyx_v_error, 0, 0, 0); - {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } /* "View.MemoryView":1218 @@ -16156,7 +13597,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * if src.suboffsets[i] >= 0: */ /*else*/ { - __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L7:; @@ -16186,7 +13627,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * * if slices_overlap(&src, &dst, ndim, itemsize): */ - __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1256 * _err_extents(i, dst.shape[i], src.shape[i]) @@ -16243,7 +13684,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * src = tmp * */ - __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_tmpdata = __pyx_t_6; /* "View.MemoryView":1265 @@ -16427,7 +13868,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * transpose_memslice(&dst) * */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1287 * @@ -16436,7 +13877,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * * refcount_copying(&dst, dtype_is_object, ndim, False) */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":1283 * return 0 @@ -17712,8 +15153,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_kp_u_Converged_at_iteration, __pyx_k_Converged_at_iteration, sizeof(__pyx_k_Converged_at_iteration), 0, 1, 0, 0}, {&__pyx_n_s_Ellipsis, __pyx_k_Ellipsis, sizeof(__pyx_k_Ellipsis), 0, 0, 1, 1}, {&__pyx_kp_s_Empty_shape_tuple_for_cython_arr, __pyx_k_Empty_shape_tuple_for_cython_arr, sizeof(__pyx_k_Empty_shape_tuple_for_cython_arr), 0, 0, 1, 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor, __pyx_k_Format_string_allocated_too_shor, sizeof(__pyx_k_Format_string_allocated_too_shor), 0, 1, 0, 0}, - {&__pyx_kp_u_Format_string_allocated_too_shor_2, __pyx_k_Format_string_allocated_too_shor_2, sizeof(__pyx_k_Format_string_allocated_too_shor_2), 0, 1, 0, 0}, {&__pyx_n_s_IndexError, __pyx_k_IndexError, sizeof(__pyx_k_IndexError), 0, 0, 1, 1}, {&__pyx_kp_s_Indirect_dimensions_not_supporte, __pyx_k_Indirect_dimensions_not_supporte, sizeof(__pyx_k_Indirect_dimensions_not_supporte), 0, 0, 1, 0}, {&__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_k_Invalid_mode_expected_c_or_fortr, sizeof(__pyx_k_Invalid_mode_expected_c_or_fortr), 0, 0, 1, 0}, @@ -17722,11 +15161,9 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_MemoryError, __pyx_k_MemoryError, sizeof(__pyx_k_MemoryError), 0, 0, 1, 1}, {&__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_k_MemoryView_of_r_at_0x_x, sizeof(__pyx_k_MemoryView_of_r_at_0x_x), 0, 0, 1, 0}, {&__pyx_kp_s_MemoryView_of_r_object, __pyx_k_MemoryView_of_r_object, sizeof(__pyx_k_MemoryView_of_r_object), 0, 0, 1, 0}, - {&__pyx_kp_u_Non_native_byte_order_not_suppor, __pyx_k_Non_native_byte_order_not_suppor, sizeof(__pyx_k_Non_native_byte_order_not_suppor), 0, 1, 0, 0}, {&__pyx_n_b_O, __pyx_k_O, sizeof(__pyx_k_O), 0, 0, 0, 1}, {&__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_k_Out_of_bounds_on_buffer_access_a, sizeof(__pyx_k_Out_of_bounds_on_buffer_access_a), 0, 0, 1, 0}, {&__pyx_n_s_P, __pyx_k_P, sizeof(__pyx_k_P), 0, 0, 1, 1}, - {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1}, {&__pyx_n_s_TypeError, __pyx_k_TypeError, sizeof(__pyx_k_TypeError), 0, 0, 1, 1}, {&__pyx_kp_s_Unable_to_convert_item_to_object, __pyx_k_Unable_to_convert_item_to_object, sizeof(__pyx_k_Unable_to_convert_item_to_object), 0, 0, 1, 0}, {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1}, @@ -17772,8 +15209,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_n_samples, __pyx_k_n_samples, sizeof(__pyx_k_n_samples), 0, 0, 1, 1}, {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, {&__pyx_n_s_name_2, __pyx_k_name_2, sizeof(__pyx_k_name_2), 0, 0, 1, 1}, - {&__pyx_kp_u_ndarray_is_not_C_contiguous, __pyx_k_ndarray_is_not_C_contiguous, sizeof(__pyx_k_ndarray_is_not_C_contiguous), 0, 1, 0, 0}, - {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, __pyx_k_ndarray_is_not_Fortran_contiguou, sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), 0, 1, 0, 0}, {&__pyx_n_s_ndim, __pyx_k_ndim, sizeof(__pyx_k_ndim), 0, 0, 1, 1}, {&__pyx_n_s_obj, __pyx_k_obj, sizeof(__pyx_k_obj), 0, 0, 1, 1}, {&__pyx_n_s_pack, __pyx_k_pack, sizeof(__pyx_k_pack), 0, 0, 1, 1}, @@ -17795,7 +15230,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {&__pyx_n_s_tol, __pyx_k_tol, sizeof(__pyx_k_tol), 0, 0, 1, 1}, {&__pyx_kp_s_unable_to_allocate_array_data, __pyx_k_unable_to_allocate_array_data, sizeof(__pyx_k_unable_to_allocate_array_data), 0, 0, 1, 0}, {&__pyx_kp_s_unable_to_allocate_shape_and_str, __pyx_k_unable_to_allocate_shape_and_str, sizeof(__pyx_k_unable_to_allocate_shape_and_str), 0, 0, 1, 0}, - {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_k_unknown_dtype_code_in_numpy_pxd, sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), 0, 1, 0, 0}, {&__pyx_n_s_unpack, __pyx_k_unpack, sizeof(__pyx_k_unpack), 0, 0, 1, 1}, {&__pyx_n_s_verbose, __pyx_k_verbose, sizeof(__pyx_k_verbose), 0, 0, 1, 1}, {&__pyx_n_s_viol, __pyx_k_viol, sizeof(__pyx_k_viol), 0, 0, 1, 1}, @@ -17806,16 +15240,15 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -17825,72 +15258,6 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0); - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":218 - * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)): - * raise ValueError(u"ndarray is not C contiguous") # <<<<<<<<<<<<<< - * - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) - */ - __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple_); - __Pyx_GIVEREF(__pyx_tuple_); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":222 - * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) - * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)): - * raise ValueError(u"ndarray is not Fortran contiguous") # <<<<<<<<<<<<<< - * - * info.buf = PyArray_DATA(self) - */ - __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":259 - * if ((descr.byteorder == c'>' and little_endian) or - * (descr.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<< - * if t == NPY_BYTE: f = "b" - * elif t == NPY_UBYTE: f = "B" - */ - __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":799 - * - * if (end - f) - (new_offset - offset[0]) < 15: - * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd") # <<<<<<<<<<<<<< - * - * if ((child.byteorder == c'>' and little_endian) or - */ - __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":803 - * if ((child.byteorder == c'>' and little_endian) or - * (child.byteorder == c'<' and not little_endian)): - * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<< - * # One could encode it in the format string and have Cython - * # complain instead, BUT: < and > in format strings also imply - */ - __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - - /* "../../conda/lib/python3.4/site-packages/Cython/Includes/numpy/__init__.pxd":823 - * t = child.type_num - * if end - f < 5: - * raise RuntimeError(u"Format string allocated too short.") # <<<<<<<<<<<<<< - * - * # Until ticket #99 is fixed, use integers to avoid warnings - */ - __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); - /* "View.MemoryView":129 * * if not self.ndim: @@ -17898,9 +15265,9 @@ static int __Pyx_InitCachedConstants(void) { * * if itemsize <= 0: */ - __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__7); - __Pyx_GIVEREF(__pyx_tuple__7); + __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple_); + __Pyx_GIVEREF(__pyx_tuple_); /* "View.MemoryView":132 * @@ -17909,9 +15276,9 @@ static int __Pyx_InitCachedConstants(void) { * * if not isinstance(format, bytes): */ - __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); + __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__2); + __Pyx_GIVEREF(__pyx_tuple__2); /* "View.MemoryView":135 * @@ -17920,9 +15287,9 @@ static int __Pyx_InitCachedConstants(void) { * self._format = format # keep a reference to the byte string * self.format = self._format */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); + __pyx_tuple__3 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__3); + __Pyx_GIVEREF(__pyx_tuple__3); /* "View.MemoryView":144 * @@ -17931,9 +15298,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__10 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); + __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__4); + __Pyx_GIVEREF(__pyx_tuple__4); /* "View.MemoryView":172 * self.data = malloc(self.len) @@ -17942,9 +15309,9 @@ static int __Pyx_InitCachedConstants(void) { * * if self.dtype_is_object: */ - __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); + __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__5); + __Pyx_GIVEREF(__pyx_tuple__5); /* "View.MemoryView":188 * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS @@ -17953,9 +15320,9 @@ static int __Pyx_InitCachedConstants(void) { * info.buf = self.data * info.len = self.len */ - __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); + __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__6); + __Pyx_GIVEREF(__pyx_tuple__6); /* "View.MemoryView":447 * result = struct.unpack(self.view.format, bytesitem) @@ -17964,9 +15331,9 @@ static int __Pyx_InitCachedConstants(void) { * else: * if len(self.view.format) == 1: */ - __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); + __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__7); + __Pyx_GIVEREF(__pyx_tuple__7); /* "View.MemoryView":523 * if self.view.strides == NULL: @@ -17975,9 +15342,9 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([stride for stride in self.view.strides[:self.view.ndim]]) */ - __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); + __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__8); + __Pyx_GIVEREF(__pyx_tuple__8); /* "View.MemoryView":531 * def __get__(self): @@ -17986,12 +15353,12 @@ static int __Pyx_InitCachedConstants(void) { * * return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]]) */ - __pyx_tuple__15 = PyTuple_New(1); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__15); + __pyx_tuple__9 = PyTuple_New(1); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__9); __Pyx_INCREF(__pyx_int_neg_1); __Pyx_GIVEREF(__pyx_int_neg_1); - PyTuple_SET_ITEM(__pyx_tuple__15, 0, __pyx_int_neg_1); - __Pyx_GIVEREF(__pyx_tuple__15); + PyTuple_SET_ITEM(__pyx_tuple__9, 0, __pyx_int_neg_1); + __Pyx_GIVEREF(__pyx_tuple__9); /* "View.MemoryView":640 * if item is Ellipsis: @@ -18000,9 +15367,9 @@ static int __Pyx_InitCachedConstants(void) { * seen_ellipsis = True * else: */ - __pyx_slice__16 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__16); - __Pyx_GIVEREF(__pyx_slice__16); + __pyx_slice__10 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__10); + __Pyx_GIVEREF(__pyx_slice__10); /* "View.MemoryView":643 * seen_ellipsis = True @@ -18011,9 +15378,9 @@ static int __Pyx_InitCachedConstants(void) { * have_slices = True * else: */ - __pyx_slice__17 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__17); - __Pyx_GIVEREF(__pyx_slice__17); + __pyx_slice__11 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__11); + __Pyx_GIVEREF(__pyx_slice__11); /* "View.MemoryView":654 * nslices = ndim - len(result) @@ -18022,9 +15389,9 @@ static int __Pyx_InitCachedConstants(void) { * * return have_slices or nslices, tuple(result) */ - __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_slice__18); - __Pyx_GIVEREF(__pyx_slice__18); + __pyx_slice__12 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_slice__12); + __Pyx_GIVEREF(__pyx_slice__12); /* "View.MemoryView":661 * for suboffset in suboffsets[:ndim]: @@ -18033,21 +15400,21 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__19); - __Pyx_GIVEREF(__pyx_tuple__19); + __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__13); + __Pyx_GIVEREF(__pyx_tuple__13); - /* "polylearn/cd_direct_fast.pyx":151 + /* "polylearn/cd_direct_fast.pyx":155 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_tuple__20 = PyTuple_Pack(22, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__20); - __Pyx_GIVEREF(__pyx_tuple__20); - __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(16, 0, 22, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 151, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__14 = PyTuple_Pack(22, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__14); + __Pyx_GIVEREF(__pyx_tuple__14); + __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(16, 0, 22, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 155, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -18056,9 +15423,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__22); - __Pyx_GIVEREF(__pyx_tuple__22); + __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__16)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__16); + __Pyx_GIVEREF(__pyx_tuple__16); /* "View.MemoryView":279 * @@ -18067,9 +15434,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect = Enum("") * */ - __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__23); - __Pyx_GIVEREF(__pyx_tuple__23); + __pyx_tuple__17 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__17)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__17); + __Pyx_GIVEREF(__pyx_tuple__17); /* "View.MemoryView":280 * cdef generic = Enum("") @@ -18078,9 +15445,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__24); - __Pyx_GIVEREF(__pyx_tuple__24); + __pyx_tuple__18 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__18)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__18); + __Pyx_GIVEREF(__pyx_tuple__18); /* "View.MemoryView":283 * @@ -18089,9 +15456,9 @@ static int __Pyx_InitCachedConstants(void) { * cdef indirect_contiguous = Enum("") * */ - __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__25); - __Pyx_GIVEREF(__pyx_tuple__25); + __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__19); + __Pyx_GIVEREF(__pyx_tuple__19); /* "View.MemoryView":284 * @@ -18100,9 +15467,9 @@ static int __Pyx_InitCachedConstants(void) { * * */ - __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_tuple__26); - __Pyx_GIVEREF(__pyx_tuple__26); + __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_tuple__20); + __Pyx_GIVEREF(__pyx_tuple__20); __Pyx_RefNannyFinishContext(); return 0; __pyx_L1_error:; @@ -18212,10 +15579,10 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) /*--- Variable export code ---*/ /*--- Function export code ---*/ /*--- Type init code ---*/ - if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_array.tp_print = 0; __pyx_array_type = &__pyx_type___pyx_array; - if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_MemviewEnum.tp_print = 0; __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum; __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview; @@ -18226,48 +15593,36 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed; __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object; __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object; - if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_memoryview.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_memoryview_type = &__pyx_type___pyx_memoryview; __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice; __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview; __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object; __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object; __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type; - if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type___pyx_memoryviewslice.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice; /*--- Type import code ---*/ - __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", - #if CYTHON_COMPILING_IN_PYPY - sizeof(PyTypeObject), - #else - sizeof(PyHeapTypeObject), - #endif - 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_Dataset = __Pyx_ImportType("lightning.impl.dataset_fast", "Dataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_Dataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_Dataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_Dataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "RowDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_RowDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_RowDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_RowDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_RowDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ColumnDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ColumnDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "ContiguousDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_ContiguousDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ContiguousDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_ContiguousDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_ContiguousDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "FortranDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_FortranDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_FortranDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_FortranDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_FortranDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSRDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSRDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSRDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSRDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSRDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset = __Pyx_ImportType("lightning.impl.dataset_fast", "CSCDataset", sizeof(struct __pyx_obj_9lightning_4impl_12dataset_fast_CSCDataset), 1); if (unlikely(!__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset = (struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_CSCDataset*)__Pyx_GetVtable(__pyx_ptype_9lightning_4impl_12dataset_fast_CSCDataset->tp_dict); if (unlikely(!__pyx_vtabptr_9lightning_4impl_12dataset_fast_CSCDataset)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_9polylearn_9loss_fast_LossFunction = __Pyx_ImportType("polylearn.loss_fast", "LossFunction", sizeof(struct __pyx_obj_9polylearn_9loss_fast_LossFunction), 1); if (unlikely(!__pyx_ptype_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = (struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction*)__Pyx_GetVtable(__pyx_ptype_9polylearn_9loss_fast_LossFunction->tp_dict); if (unlikely(!__pyx_vtabptr_9polylearn_9loss_fast_LossFunction)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Variable import code ---*/ /*--- Function import code ---*/ __pyx_t_1 = __Pyx_ImportModule("polylearn.cd_linear_fast"); if (!__pyx_t_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -18278,16 +15633,16 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_direct_fast.pyx":151 + /* "polylearn/cd_direct_fast.pyx":155 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; /* "polylearn/cd_direct_fast.pyx":1 @@ -18307,9 +15662,9 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * * def __dealloc__(array self): */ - __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; PyType_Modified(__pyx_array_type); @@ -18320,7 +15675,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * cdef strided = Enum("") # default * cdef indirect = Enum("") */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(generic); __Pyx_DECREF_SET(generic, __pyx_t_2); @@ -18334,7 +15689,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * cdef indirect = Enum("") * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(strided); __Pyx_DECREF_SET(strided, __pyx_t_2); @@ -18348,7 +15703,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(indirect); __Pyx_DECREF_SET(indirect, __pyx_t_2); @@ -18362,7 +15717,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * cdef indirect_contiguous = Enum("") * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(contiguous); __Pyx_DECREF_SET(contiguous, __pyx_t_2); @@ -18376,7 +15731,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(indirect_contiguous); __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_2); @@ -18390,9 +15745,9 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * * */ - __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; PyType_Modified(__pyx_memoryview_type); @@ -18403,9 +15758,9 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * * */ - __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; PyType_Modified(__pyx_memoryviewslice_type); @@ -19528,33 +16883,6 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject } #endif -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); -} - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", - index, (index == 1) ? "" : "s"); -} - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(PyObject_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); @@ -19719,6 +17047,33 @@ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( } } +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(PyObject_TypeCheck(obj, type))) + return 1; + PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", + Py_TYPE(obj)->tp_name, type->tp_name); + return 0; +} + static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); @@ -20372,7 +17727,6 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line, #if PY_MAJOR_VERSION < 3 static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); - if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags); if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags); PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); @@ -20385,7 +17739,6 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { PyBuffer_Release(view); return; } - if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; } Py_DECREF(obj); view->obj = NULL; } @@ -21124,272 +18477,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { } } -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return ::std::complex< float >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return x + y*(__pyx_t_float_complex)_Complex_I; - } - #endif -#else - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - __pyx_t_float_complex z; - z.real = x; - z.imag = y; - return z; - } -#endif - -#if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; - } - static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; - } - #if 1 - static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrtf(z.real*z.real + z.imag*z.imag); - #else - return hypotf(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - float denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(a, a); - case 3: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, a); - case 4: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_absf(a); - theta = atan2f(a.imag, a.real); - } - lnr = logf(r); - z_r = expf(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cosf(z_theta); - z.imag = z_r * sinf(z_theta); - return z; - } - #endif -#endif - -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return ::std::complex< double >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return x + y*(__pyx_t_double_complex)_Complex_I; - } - #endif -#else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - __pyx_t_double_complex z; - z.real = x; - z.imag = y; - return z; - } -#endif - -#if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; - } - static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; - } - #if 1 - static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrt(z.real*z.real + z.imag*z.imag); - #else - return hypot(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - double denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(a, a); - case 3: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, a); - case 4: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_abs(a); - theta = atan2(a.imag, a.real); - } - lnr = log(r); - z_r = exp(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cos(z_theta); - z.imag = z_r * sin(z_theta); - return z; - } - #endif -#endif - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value) { - const enum NPY_TYPES neg_one = (enum NPY_TYPES) -1, const_zero = (enum NPY_TYPES) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(enum NPY_TYPES) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(enum NPY_TYPES) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(enum NPY_TYPES), - little, !is_unsigned); - } -} - static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, char order, int ndim) diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index 3157b66..f900061 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -16,6 +16,10 @@ from .loss_fast cimport LossFunction from .cd_linear_fast cimport _cd_linear_epoch +cdef inline double _sq(double x): + return x * x + + cdef void _precompute(ColumnDataset X, double[:, :, ::1] P, Py_ssize_t order, @@ -71,14 +75,14 @@ cdef inline double _update(int* indices, if degree == 2: grad_y = d1[i] - p_js * data[ii] elif degree == 3: - grad_y = 0.5 * (d1[i] ** 2 - d2[i]) + grad_y = 0.5 * (_sq(d1[i]) - d2[i]) grad_y -= p_js * data[ii] * d1[i] - grad_y += p_js ** 2 * data[ii] ** 2 + grad_y += p_js * p_js * _sq(data[ii]) grad_y *= lam * data[ii] update += loss.dloss(y_pred[i], y[i]) * grad_y - inv_step_size += grad_y ** 2 + inv_step_size += _sq(grad_y) inv_step_size *= loss.mu inv_step_size += l1_reg @@ -136,12 +140,12 @@ cdef inline double _cd_direct_epoch(double[:, :, ::1] P, if degree == 2: offset = d1[i] - p_old * data[ii] else: - offset = d1[i] ** 2 - d2[i] + offset = _sq(d1[i]) - d2[i] offset *= 0.5 offset -= p_old * data[ii] * d1[i] - offset += p_old ** 2 * data[ii] ** 2 + offset += _sq(p_old) * _sq(data[ii]) - d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 + d2[i] -= (_sq(p_old) - _sq(P[order, s, j])) * _sq(data[ii]) d1[i] -= update * data[ii] y_pred[i] -= offset * lams[s] * update * data[ii] From 024e08d61550f7d622ac62cedfb663befcda7628 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 17:19:39 -0400 Subject: [PATCH 10/19] Remove squares in cd_lifted as well --- polylearn/cd_lifted_fast.cpp | 326 +++++++++++++++++++---------------- polylearn/cd_lifted_fast.pyx | 6 +- 2 files changed, 187 insertions(+), 145 deletions(-) diff --git a/polylearn/cd_lifted_fast.cpp b/polylearn/cd_lifted_fast.cpp index 52a6c62..ac4e10f 100644 --- a/polylearn/cd_lifted_fast.cpp +++ b/polylearn/cd_lifted_fast.cpp @@ -1325,6 +1325,7 @@ static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_lifted_fast__sq(double); /*proto*/ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, int __pyx_skip_dispatch); /*proto*/ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, Py_ssize_t, Py_ssize_t, double *); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ @@ -1636,6 +1637,43 @@ static PyObject *__pyx_tuple__20; static PyObject *__pyx_codeobj__15; /* "polylearn/cd_lifted_fast.pyx":18 + * + * + * cdef inline double _sq(double x): # <<<<<<<<<<<<<< + * return x * x + * + */ + +static CYTHON_INLINE double __pyx_f_9polylearn_14cd_lifted_fast__sq(double __pyx_v_x) { + double __pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("_sq", 0); + + /* "polylearn/cd_lifted_fast.pyx":19 + * + * cdef inline double _sq(double x): + * return x * x # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_x * __pyx_v_x); + goto __pyx_L0; + + /* "polylearn/cd_lifted_fast.pyx":18 + * + * + * cdef inline double _sq(double x): # <<<<<<<<<<<<<< + * return x * x + * + */ + + /* function exit code */ + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "polylearn/cd_lifted_fast.pyx":22 * * * cpdef void _fast_lifted_predict(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -1675,7 +1713,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi Py_ssize_t __pyx_t_13; __Pyx_RefNannySetupContext("_fast_lifted_predict", 0); - /* "polylearn/cd_lifted_fast.pyx":27 + /* "polylearn/cd_lifted_fast.pyx":31 * # but it's more memory efficient. * * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -1684,7 +1722,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":28 + /* "polylearn/cd_lifted_fast.pyx":32 * * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -1693,7 +1731,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":30 + /* "polylearn/cd_lifted_fast.pyx":34 * cdef Py_ssize_t n_components = U.shape[1] * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -1702,7 +1740,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":31 + /* "polylearn/cd_lifted_fast.pyx":35 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -1711,7 +1749,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":39 + /* "polylearn/cd_lifted_fast.pyx":43 * cdef Py_ssize_t i, j, ii * * cdef double *middle = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -1720,7 +1758,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_middle = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":40 + /* "polylearn/cd_lifted_fast.pyx":44 * * cdef double *middle = malloc(n_samples * sizeof(double)) * cdef double *inner = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -1729,7 +1767,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_inner = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":43 + /* "polylearn/cd_lifted_fast.pyx":47 * * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -1740,7 +1778,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":45 + /* "polylearn/cd_lifted_fast.pyx":49 * for s in range(n_components): * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1751,7 +1789,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":46 + /* "polylearn/cd_lifted_fast.pyx":50 * * for i in range(n_samples): * middle[i] = 1 # <<<<<<<<<<<<<< @@ -1761,7 +1799,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi (__pyx_v_middle[__pyx_v_i]) = 1.0; } - /* "polylearn/cd_lifted_fast.pyx":48 + /* "polylearn/cd_lifted_fast.pyx":52 * middle[i] = 1 * * for t in range(degree): # <<<<<<<<<<<<<< @@ -1772,7 +1810,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":51 + /* "polylearn/cd_lifted_fast.pyx":55 * # inner = np.dot(U[t, s, :], X.T) * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1783,7 +1821,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":52 + /* "polylearn/cd_lifted_fast.pyx":56 * * for i in range(n_samples): * inner[i] = 0 # <<<<<<<<<<<<<< @@ -1793,7 +1831,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi (__pyx_v_inner[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_lifted_fast.pyx":54 + /* "polylearn/cd_lifted_fast.pyx":58 * inner[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -1804,7 +1842,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_j = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":55 + /* "polylearn/cd_lifted_fast.pyx":59 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -1813,7 +1851,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":56 + /* "polylearn/cd_lifted_fast.pyx":60 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -1824,7 +1862,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_ii = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":57 + /* "polylearn/cd_lifted_fast.pyx":61 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -1833,7 +1871,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":58 + /* "polylearn/cd_lifted_fast.pyx":62 * for ii in range(n_nz): * i = indices[ii] * inner[i] += data[ii] * U[t, s, j] # <<<<<<<<<<<<<< @@ -1848,7 +1886,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":61 + /* "polylearn/cd_lifted_fast.pyx":65 * * # middle *= inner * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1859,7 +1897,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":62 + /* "polylearn/cd_lifted_fast.pyx":66 * # middle *= inner * for i in range(n_samples): * middle[i] *= inner[i] # <<<<<<<<<<<<<< @@ -1871,7 +1909,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":64 + /* "polylearn/cd_lifted_fast.pyx":68 * middle[i] *= inner[i] * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1882,7 +1920,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":65 + /* "polylearn/cd_lifted_fast.pyx":69 * * for i in range(n_samples): * out[i] += middle[i] # <<<<<<<<<<<<<< @@ -1894,7 +1932,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":67 + /* "polylearn/cd_lifted_fast.pyx":71 * out[i] += middle[i] * * free(inner) # <<<<<<<<<<<<<< @@ -1903,7 +1941,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ free(__pyx_v_inner); - /* "polylearn/cd_lifted_fast.pyx":68 + /* "polylearn/cd_lifted_fast.pyx":72 * * free(inner) * free(middle) # <<<<<<<<<<<<<< @@ -1912,7 +1950,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ free(__pyx_v_middle); - /* "polylearn/cd_lifted_fast.pyx":18 + /* "polylearn/cd_lifted_fast.pyx":22 * * * cpdef void _fast_lifted_predict(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -1957,16 +1995,16 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict(PyOb case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_out)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_fast_lifted_predict") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_fast_lifted_predict") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 3) { goto __pyx_L5_argtuple_error; @@ -1975,19 +2013,19 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict(PyOb values[1] = PyTuple_GET_ITEM(__pyx_args, 1); 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- __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._fast_lifted_predict", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_out); /* function exit code */ @@ -2008,9 +2046,9 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHO int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_fast_lifted_predict", 0); __Pyx_XDECREF(__pyx_r); - if (unlikely(!__pyx_v_U.memview)) { __Pyx_RaiseUnboundLocalError("U"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - if (unlikely(!__pyx_v_out.memview)) { __Pyx_RaiseUnboundLocalError("out"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_1 = __Pyx_void_to_None(__pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_v_U, __pyx_v_X, __pyx_v_out, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_v_U.memview)) { __Pyx_RaiseUnboundLocalError("U"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_out.memview)) { __Pyx_RaiseUnboundLocalError("out"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + __pyx_t_1 = __Pyx_void_to_None(__pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_v_U, __pyx_v_X, __pyx_v_out, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -2029,7 +2067,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHO return __pyx_r; } -/* "polylearn/cd_lifted_fast.pyx":71 +/* "polylearn/cd_lifted_fast.pyx":75 * * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2064,7 +2102,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ Py_ssize_t __pyx_t_11; __Pyx_RefNannySetupContext("_precompute", 0); - /* "polylearn/cd_lifted_fast.pyx":77 + /* "polylearn/cd_lifted_fast.pyx":81 * double* out): * * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2073,7 +2111,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":78 + /* "polylearn/cd_lifted_fast.pyx":82 * * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2082,7 +2120,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":80 + /* "polylearn/cd_lifted_fast.pyx":84 * cdef Py_ssize_t n_components = U.shape[1] * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2091,7 +2129,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":81 + /* "polylearn/cd_lifted_fast.pyx":85 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2100,7 +2138,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":89 + /* "polylearn/cd_lifted_fast.pyx":93 * cdef Py_ssize_t i, j, ii * * cdef double *inner = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2109,7 +2147,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_inner = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":91 + /* "polylearn/cd_lifted_fast.pyx":95 * cdef double *inner = malloc(n_samples * sizeof(double)) * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2120,7 +2158,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":92 + /* "polylearn/cd_lifted_fast.pyx":96 * * for i in range(n_samples): * out[i] = 1 # <<<<<<<<<<<<<< @@ -2130,7 +2168,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ (__pyx_v_out[__pyx_v_i]) = 1.0; } - /* "polylearn/cd_lifted_fast.pyx":94 + /* "polylearn/cd_lifted_fast.pyx":98 * out[i] = 1 * * for t_prime in range(degree): # <<<<<<<<<<<<<< @@ -2141,7 +2179,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_t_prime = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":96 + /* "polylearn/cd_lifted_fast.pyx":100 * for t_prime in range(degree): * * if t == t_prime: # <<<<<<<<<<<<<< @@ -2151,7 +2189,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __pyx_t_3 = ((__pyx_v_t == __pyx_v_t_prime) != 0); if (__pyx_t_3) { - /* "polylearn/cd_lifted_fast.pyx":97 + /* "polylearn/cd_lifted_fast.pyx":101 * * if t == t_prime: * continue # <<<<<<<<<<<<<< @@ -2160,7 +2198,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ goto __pyx_L5_continue; - /* "polylearn/cd_lifted_fast.pyx":96 + /* "polylearn/cd_lifted_fast.pyx":100 * for t_prime in range(degree): * * if t == t_prime: # <<<<<<<<<<<<<< @@ -2169,7 +2207,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ } - /* "polylearn/cd_lifted_fast.pyx":99 + /* "polylearn/cd_lifted_fast.pyx":103 * continue * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2180,7 +2218,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":100 + /* "polylearn/cd_lifted_fast.pyx":104 * * for i in range(n_samples): * inner[i] = 0 # <<<<<<<<<<<<<< @@ -2190,7 +2228,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ (__pyx_v_inner[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_lifted_fast.pyx":102 + /* "polylearn/cd_lifted_fast.pyx":106 * inner[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2201,7 +2239,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":103 + /* "polylearn/cd_lifted_fast.pyx":107 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2210,7 +2248,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":104 + /* "polylearn/cd_lifted_fast.pyx":108 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2221,7 +2259,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) { __pyx_v_ii = __pyx_t_7; - /* "polylearn/cd_lifted_fast.pyx":105 + /* "polylearn/cd_lifted_fast.pyx":109 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2230,7 +2268,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":106 + /* "polylearn/cd_lifted_fast.pyx":110 * for ii in range(n_nz): * i = indices[ii] * inner[i] += data[ii] * U[t_prime, s, j] # <<<<<<<<<<<<<< @@ -2245,7 +2283,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ } } - /* "polylearn/cd_lifted_fast.pyx":107 + /* "polylearn/cd_lifted_fast.pyx":111 * i = indices[ii] * inner[i] += data[ii] * U[t_prime, s, j] * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2256,7 +2294,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":108 + /* "polylearn/cd_lifted_fast.pyx":112 * inner[i] += data[ii] * U[t_prime, s, j] * for i in range(n_samples): * out[i] *= inner[i] # <<<<<<<<<<<<<< @@ -2269,7 +2307,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __pyx_L5_continue:; } - /* "polylearn/cd_lifted_fast.pyx":109 + /* "polylearn/cd_lifted_fast.pyx":113 * for i in range(n_samples): * out[i] *= inner[i] * free(inner) # <<<<<<<<<<<<<< @@ -2278,7 +2316,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ free(__pyx_v_inner); - /* "polylearn/cd_lifted_fast.pyx":71 + /* "polylearn/cd_lifted_fast.pyx":75 * * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2290,7 +2328,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __Pyx_RefNannyFinishContext(); } -/* "polylearn/cd_lifted_fast.pyx":112 +/* "polylearn/cd_lifted_fast.pyx":116 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2344,46 +2382,46 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; 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__pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[5]); - __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._cd_lifted", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_beta, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose); /* function exit code */ @@ -2479,7 +2517,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_lifted", 0); - /* "polylearn/cd_lifted_fast.pyx":122 + /* "polylearn/cd_lifted_fast.pyx":126 * int verbose): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2488,7 +2526,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":123 + /* "polylearn/cd_lifted_fast.pyx":127 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2497,7 +2535,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":124 + /* "polylearn/cd_lifted_fast.pyx":128 * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2506,7 +2544,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":125 + /* "polylearn/cd_lifted_fast.pyx":129 * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2515,7 +2553,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":130 + /* "polylearn/cd_lifted_fast.pyx":134 * * cdef double sum_viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -2524,7 +2562,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_converged = 0; - /* "polylearn/cd_lifted_fast.pyx":136 + /* "polylearn/cd_lifted_fast.pyx":140 * cdef double u_old * * cdef double *xi = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2533,7 +2571,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_xi = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":143 + /* "polylearn/cd_lifted_fast.pyx":147 * cdef int n_nz * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -2544,7 +2582,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_it = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":144 + /* "polylearn/cd_lifted_fast.pyx":148 * * for it in range(max_iter): * sum_viol = 0 # <<<<<<<<<<<<<< @@ -2553,7 +2591,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_lifted_fast.pyx":145 + /* "polylearn/cd_lifted_fast.pyx":149 * for it in range(max_iter): * sum_viol = 0 * for t in range(degree): # <<<<<<<<<<<<<< @@ -2564,7 +2602,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":146 + /* "polylearn/cd_lifted_fast.pyx":150 * sum_viol = 0 * for t in range(degree): * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2575,7 +2613,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_s = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":147 + /* "polylearn/cd_lifted_fast.pyx":151 * for t in range(degree): * for s in range(n_components): * _precompute(U, X, s, t, xi) # <<<<<<<<<<<<<< @@ -2584,7 +2622,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_f_9polylearn_14cd_lifted_fast__precompute(__pyx_v_U, __pyx_v_X, __pyx_v_s, __pyx_v_t, __pyx_v_xi); - /* "polylearn/cd_lifted_fast.pyx":148 + /* "polylearn/cd_lifted_fast.pyx":152 * for s in range(n_components): * _precompute(U, X, s, t, xi) * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2595,7 +2633,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_j = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":150 + /* "polylearn/cd_lifted_fast.pyx":154 * for j in range(n_features): * * u_old = U[t, s, j] # <<<<<<<<<<<<<< @@ -2607,7 +2645,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_11 = __pyx_v_j; __pyx_v_u_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_9 * __pyx_v_U.strides[0]) ) + __pyx_t_10 * __pyx_v_U.strides[1]) )) + __pyx_t_11)) ))); - /* "polylearn/cd_lifted_fast.pyx":151 + /* "polylearn/cd_lifted_fast.pyx":155 * * u_old = U[t, s, j] * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2616,7 +2654,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":153 + /* "polylearn/cd_lifted_fast.pyx":157 * X.get_column_ptr(j, &indices, &data, &n_nz) * * inv_step_size = 0 # <<<<<<<<<<<<<< @@ -2625,7 +2663,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = 0.0; - /* "polylearn/cd_lifted_fast.pyx":154 + /* "polylearn/cd_lifted_fast.pyx":158 * * inv_step_size = 0 * update = 0 # <<<<<<<<<<<<<< @@ -2634,46 +2672,46 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = 0.0; - /* "polylearn/cd_lifted_fast.pyx":156 + /* "polylearn/cd_lifted_fast.pyx":160 * update = 0 * * for ii in range(n_nz): # <<<<<<<<<<<<<< * i = indices[ii] - * inv_step_size += xi[i] ** 2 * data[ii] ** 2 + * inv_step_size += _sq(xi[i]) * _sq(data[ii]) */ __pyx_t_12 = __pyx_v_n_nz; for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":157 + /* "polylearn/cd_lifted_fast.pyx":161 * * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< - * inv_step_size += xi[i] ** 2 * data[ii] ** 2 + * inv_step_size += _sq(xi[i]) * _sq(data[ii]) * update += xi[i] * data[ii] * loss.dloss(y_pred[i], */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":158 + /* "polylearn/cd_lifted_fast.pyx":162 * for ii in range(n_nz): * i = indices[ii] - * inv_step_size += xi[i] ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< + * inv_step_size += _sq(xi[i]) * _sq(data[ii]) # <<<<<<<<<<<<<< * update += xi[i] * data[ii] * loss.dloss(y_pred[i], * y[i]) */ - __pyx_v_inv_step_size = (__pyx_v_inv_step_size + (pow((__pyx_v_xi[__pyx_v_i]), 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); + __pyx_v_inv_step_size = (__pyx_v_inv_step_size + (__pyx_f_9polylearn_14cd_lifted_fast__sq((__pyx_v_xi[__pyx_v_i])) * __pyx_f_9polylearn_14cd_lifted_fast__sq((__pyx_v_data[__pyx_v_ii])))); - /* "polylearn/cd_lifted_fast.pyx":159 + /* "polylearn/cd_lifted_fast.pyx":163 * i = indices[ii] - * inv_step_size += xi[i] ** 2 * data[ii] ** 2 + * inv_step_size += _sq(xi[i]) * _sq(data[ii]) * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< * y[i]) * */ __pyx_t_14 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":160 - * inv_step_size += xi[i] ** 2 * data[ii] ** 2 + /* "polylearn/cd_lifted_fast.pyx":164 + * inv_step_size += _sq(xi[i]) * _sq(data[ii]) * update += xi[i] * data[ii] * loss.dloss(y_pred[i], * y[i]) # <<<<<<<<<<<<<< * @@ -2681,9 +2719,9 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_t_15 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":159 + /* "polylearn/cd_lifted_fast.pyx":163 * i = indices[ii] - * inv_step_size += xi[i] ** 2 * data[ii] ** 2 + * inv_step_size += _sq(xi[i]) * _sq(data[ii]) * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< * y[i]) * @@ -2691,7 +2729,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_v_update = (__pyx_v_update + (((__pyx_v_xi[__pyx_v_i]) * (__pyx_v_data[__pyx_v_ii])) * ((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_14 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_15 * __pyx_v_y.strides[0]) )))))); } - /* "polylearn/cd_lifted_fast.pyx":162 + /* "polylearn/cd_lifted_fast.pyx":166 * y[i]) * * inv_step_size *= loss.mu # <<<<<<<<<<<<<< @@ -2700,7 +2738,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size * __pyx_v_loss->mu); - /* "polylearn/cd_lifted_fast.pyx":163 + /* "polylearn/cd_lifted_fast.pyx":167 * * inv_step_size *= loss.mu * inv_step_size += beta # <<<<<<<<<<<<<< @@ -2709,7 +2747,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_v_beta); - /* "polylearn/cd_lifted_fast.pyx":165 + /* "polylearn/cd_lifted_fast.pyx":169 * inv_step_size += beta * * update += beta * u_old # <<<<<<<<<<<<<< @@ -2718,7 +2756,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update + (__pyx_v_beta * __pyx_v_u_old)); - /* "polylearn/cd_lifted_fast.pyx":166 + /* "polylearn/cd_lifted_fast.pyx":170 * * update += beta * u_old * update /= inv_step_size # <<<<<<<<<<<<<< @@ -2727,7 +2765,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_lifted_fast.pyx":168 + /* "polylearn/cd_lifted_fast.pyx":172 * update /= inv_step_size * * U[t, s, j] -= update # <<<<<<<<<<<<<< @@ -2739,7 +2777,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_18 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_16 * __pyx_v_U.strides[0]) ) + __pyx_t_17 * __pyx_v_U.strides[1]) )) + __pyx_t_18)) )) -= __pyx_v_update; - /* "polylearn/cd_lifted_fast.pyx":169 + /* "polylearn/cd_lifted_fast.pyx":173 * * U[t, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2748,7 +2786,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_lifted_fast.pyx":172 + /* "polylearn/cd_lifted_fast.pyx":176 * * # synchronize predictions * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2759,7 +2797,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":173 + /* "polylearn/cd_lifted_fast.pyx":177 * # synchronize predictions * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2768,7 +2806,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":174 + /* "polylearn/cd_lifted_fast.pyx":178 * for ii in range(n_nz): * i = indices[ii] * y_pred[i] -= data[ii] * xi[i] * update # <<<<<<<<<<<<<< @@ -2782,7 +2820,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED } } - /* "polylearn/cd_lifted_fast.pyx":176 + /* "polylearn/cd_lifted_fast.pyx":180 * y_pred[i] -= data[ii] * xi[i] * update * * if verbose: # <<<<<<<<<<<<<< @@ -2792,18 +2830,18 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = (__pyx_v_verbose != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":177 + /* "polylearn/cd_lifted_fast.pyx":181 * * if verbose: * print("Iteration", it + 1, "violation sum", sum_viol) # <<<<<<<<<<<<<< * * if sum_viol < tol: */ - __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); 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__pyx_t_21 = 0; __pyx_t_22 = 0; - __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); __Pyx_DECREF(__pyx_t_23); __pyx_t_23 = 0; __Pyx_DECREF(__pyx_t_22); __pyx_t_22 = 0; - /* "polylearn/cd_lifted_fast.pyx":176 + /* "polylearn/cd_lifted_fast.pyx":180 * y_pred[i] -= data[ii] * xi[i] * update * * if verbose: # <<<<<<<<<<<<<< @@ -2831,7 +2869,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ } - /* "polylearn/cd_lifted_fast.pyx":179 + /* "polylearn/cd_lifted_fast.pyx":183 * print("Iteration", it + 1, "violation sum", sum_viol) * * if sum_viol < tol: # <<<<<<<<<<<<<< @@ -2841,7 +2879,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = ((__pyx_v_sum_viol < __pyx_v_tol) != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":180 + /* "polylearn/cd_lifted_fast.pyx":184 * * if sum_viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -2851,16 +2889,16 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = (__pyx_v_verbose != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":181 + /* "polylearn/cd_lifted_fast.pyx":185 * if sum_viol < tol: * if verbose: * print("Converged at iteration", it + 1) # <<<<<<<<<<<<<< * converged = True * break */ - __pyx_t_22 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); - __pyx_t_23 = PyTuple_New(2); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_23 = PyTuple_New(2); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_23); __Pyx_INCREF(__pyx_kp_u_Converged_at_iteration); __Pyx_GIVEREF(__pyx_kp_u_Converged_at_iteration); @@ -2868,12 +2906,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __Pyx_GIVEREF(__pyx_t_22); PyTuple_SET_ITEM(__pyx_t_23, 1, __pyx_t_22); __pyx_t_22 = 0; - __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); __Pyx_DECREF(__pyx_t_23); __pyx_t_23 = 0; __Pyx_DECREF(__pyx_t_22); 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- /* "polylearn/cd_lifted_fast.pyx":185 + /* "polylearn/cd_lifted_fast.pyx":189 * break * * free(xi) # <<<<<<<<<<<<<< @@ -2919,19 +2957,19 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ free(__pyx_v_xi); - /* "polylearn/cd_lifted_fast.pyx":186 + /* "polylearn/cd_lifted_fast.pyx":190 * * free(xi) * return converged # <<<<<<<<<<<<<< */ __Pyx_XDECREF(__pyx_r); - __pyx_t_22 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); __pyx_r = __pyx_t_22; __pyx_t_22 = 0; goto __pyx_L0; - /* "polylearn/cd_lifted_fast.pyx":112 + /* "polylearn/cd_lifted_fast.pyx":116 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -15260,8 +15298,8 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); 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if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__14 = PyTuple_Pack(28, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_tuple__14); __Pyx_GIVEREF(__pyx_tuple__14); - __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(9, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 112, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(9, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 116, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -15649,16 +15687,16 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_lifted_fast.pyx":112 + /* "polylearn/cd_lifted_fast.pyx":116 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, * double[:] y, */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "polylearn/cd_lifted_fast.pyx":1 diff --git a/polylearn/cd_lifted_fast.pyx b/polylearn/cd_lifted_fast.pyx index f17e4b8..c49d8f4 100644 --- a/polylearn/cd_lifted_fast.pyx +++ b/polylearn/cd_lifted_fast.pyx @@ -15,6 +15,10 @@ from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction +cdef inline double _sq(double x): + return x * x + + cpdef void _fast_lifted_predict(double[:, :, ::1] U, ColumnDataset X, double[:] out): @@ -155,7 +159,7 @@ def _cd_lifted(double[:, :, ::1] U, for ii in range(n_nz): i = indices[ii] - inv_step_size += xi[i] ** 2 * data[ii] ** 2 + inv_step_size += _sq(xi[i]) * _sq(data[ii]) update += xi[i] * data[ii] * loss.dloss(y_pred[i], y[i]) From e8d175ba2ae29cb5645135dee12717db52a8529d Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 17:26:14 -0400 Subject: [PATCH 11/19] beta=1 in FM check_same_as_slow might fix stability --- polylearn/tests/test_factorization_machine.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/polylearn/tests/test_factorization_machine.py b/polylearn/tests/test_factorization_machine.py index 574984d..6ab6bef 100644 --- a/polylearn/tests/test_factorization_machine.py +++ b/polylearn/tests/test_factorization_machine.py @@ -228,7 +228,7 @@ def check_same_as_slow(degree): reg = FactorizationMachineRegressor(degree=degree, n_components=5, fit_lower=None, fit_linear=False, - beta=1e-8, warm_start=False, tol=1e-3, + beta=1, warm_start=False, tol=1e-3, max_iter=10, random_state=0) with warnings.catch_warnings(): @@ -236,7 +236,7 @@ def check_same_as_slow(degree): reg.fit(X, y) P_fit_slow = cd_direct_slow(X, y, lams=reg.lams_, degree=degree, - n_components=5, beta=1e-8, n_iter=10, + n_components=5, beta=1, n_iter=10, tol=1e-3, random_state=0) assert_array_almost_equal(reg.P_[0, :, :], P_fit_slow, decimal=4) From 4a21fde0fc29c1f1a00145ee6045df64e743ca7c Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 18:16:03 -0400 Subject: [PATCH 12/19] fewer iter in same_as_slow test? --- polylearn/loss_fast.cpp | 18 +++++++++--------- polylearn/loss_fast.pyx | 4 ++-- polylearn/tests/test_factorization_machine.py | 4 ++-- 3 files changed, 13 insertions(+), 13 deletions(-) diff --git a/polylearn/loss_fast.cpp b/polylearn/loss_fast.cpp index 00c1cb2..fd2258d 100644 --- a/polylearn/loss_fast.cpp +++ b/polylearn/loss_fast.cpp @@ -1127,7 +1127,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< * cdef double z = p * y - * #cdef double tau = 1 / (1 + exp(-z)) + * # cdef double tau = 1 / (1 + exp(-z)) */ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct __pyx_obj_9polylearn_9loss_fast_Logistic *__pyx_v_self, double __pyx_v_p, double __pyx_v_y) { @@ -1146,14 +1146,14 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct * * cdef double dloss(self, double p, double y): * cdef double z = p * y # <<<<<<<<<<<<<< - * #cdef double tau = 1 / (1 + exp(-z)) - * #return y * (tau - 1) + * # cdef double tau = 1 / (1 + exp(-z)) + * # return y * (tau - 1) */ __pyx_v_z = (__pyx_v_p * __pyx_v_y); /* "polylearn/loss_fast.pyx":44 - * #cdef double tau = 1 / (1 + exp(-z)) - * #return y * (tau - 1) + * # cdef double tau = 1 / (1 + exp(-z)) + * # return y * (tau - 1) * if z > 18.0: # <<<<<<<<<<<<<< * return -y * exp(-z) * if z < -18.0: @@ -1162,7 +1162,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct if (__pyx_t_1) { /* "polylearn/loss_fast.pyx":45 - * #return y * (tau - 1) + * # return y * (tau - 1) * if z > 18.0: * return -y * exp(-z) # <<<<<<<<<<<<<< * if z < -18.0: @@ -1172,8 +1172,8 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct goto __pyx_L0; /* "polylearn/loss_fast.pyx":44 - * #cdef double tau = 1 / (1 + exp(-z)) - * #return y * (tau - 1) + * # cdef double tau = 1 / (1 + exp(-z)) + * # return y * (tau - 1) * if z > 18.0: # <<<<<<<<<<<<<< * return -y * exp(-z) * if z < -18.0: @@ -1230,7 +1230,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< * cdef double z = p * y - * #cdef double tau = 1 / (1 + exp(-z)) + * # cdef double tau = 1 / (1 + exp(-z)) */ /* function exit code */ diff --git a/polylearn/loss_fast.pyx b/polylearn/loss_fast.pyx index a873453..d0465e2 100644 --- a/polylearn/loss_fast.pyx +++ b/polylearn/loss_fast.pyx @@ -39,8 +39,8 @@ cdef class Logistic(LossFunction): cdef double dloss(self, double p, double y): cdef double z = p * y - #cdef double tau = 1 / (1 + exp(-z)) - #return y * (tau - 1) + # cdef double tau = 1 / (1 + exp(-z)) + # return y * (tau - 1) if z > 18.0: return -y * exp(-z) if z < -18.0: diff --git a/polylearn/tests/test_factorization_machine.py b/polylearn/tests/test_factorization_machine.py index 6ab6bef..32e44c7 100644 --- a/polylearn/tests/test_factorization_machine.py +++ b/polylearn/tests/test_factorization_machine.py @@ -229,14 +229,14 @@ def check_same_as_slow(degree): reg = FactorizationMachineRegressor(degree=degree, n_components=5, fit_lower=None, fit_linear=False, beta=1, warm_start=False, tol=1e-3, - max_iter=10, random_state=0) + max_iter=5, random_state=0) with warnings.catch_warnings(): warnings.simplefilter('ignore') reg.fit(X, y) P_fit_slow = cd_direct_slow(X, y, lams=reg.lams_, degree=degree, - n_components=5, beta=1, n_iter=10, + n_components=5, beta=1, n_iter=5, tol=1e-3, random_state=0) assert_array_almost_equal(reg.P_[0, :, :], P_fit_slow, decimal=4) From 4b05f490f33f9fd8a6a5d4fb3addc76b49567b22 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 18:42:27 -0400 Subject: [PATCH 13/19] cdivision in loss --- polylearn/loss_fast.cpp | 182 +++++++++++++++++++--------------------- polylearn/loss_fast.pyx | 3 + 2 files changed, 87 insertions(+), 98 deletions(-) diff --git a/polylearn/loss_fast.cpp b/polylearn/loss_fast.cpp index fd2258d..8f06d96 100644 --- a/polylearn/loss_fast.cpp +++ b/polylearn/loss_fast.cpp @@ -231,8 +231,8 @@ static CYTHON_INLINE float __PYX_NAN() { #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) + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) #endif #ifndef __PYX_EXTERN_C @@ -475,7 +475,7 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { }; -/* "polylearn/loss_fast.pyx":12 +/* "polylearn/loss_fast.pyx":15 * * * cdef class Squared(LossFunction): # <<<<<<<<<<<<<< @@ -487,7 +487,7 @@ struct __pyx_obj_9polylearn_9loss_fast_Squared { }; -/* "polylearn/loss_fast.pyx":25 +/* "polylearn/loss_fast.pyx":28 * * * cdef class Logistic(LossFunction): # <<<<<<<<<<<<<< @@ -499,7 +499,7 @@ struct __pyx_obj_9polylearn_9loss_fast_Logistic { }; -/* "polylearn/loss_fast.pyx":51 +/* "polylearn/loss_fast.pyx":54 * * * cdef class SquaredHinge(LossFunction): # <<<<<<<<<<<<<< @@ -512,7 +512,7 @@ struct __pyx_obj_9polylearn_9loss_fast_SquaredHinge { -/* "polylearn/loss_fast.pyx":3 +/* "polylearn/loss_fast.pyx":6 * from libc.math cimport log, exp * * cdef class LossFunction: # <<<<<<<<<<<<<< @@ -527,7 +527,7 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction { static struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; -/* "polylearn/loss_fast.pyx":12 +/* "polylearn/loss_fast.pyx":15 * * * cdef class Squared(LossFunction): # <<<<<<<<<<<<<< @@ -541,7 +541,7 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_Squared { static struct __pyx_vtabstruct_9polylearn_9loss_fast_Squared *__pyx_vtabptr_9polylearn_9loss_fast_Squared; -/* "polylearn/loss_fast.pyx":25 +/* "polylearn/loss_fast.pyx":28 * * * cdef class Logistic(LossFunction): # <<<<<<<<<<<<<< @@ -555,7 +555,7 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_Logistic { static struct __pyx_vtabstruct_9polylearn_9loss_fast_Logistic *__pyx_vtabptr_9polylearn_9loss_fast_Logistic; -/* "polylearn/loss_fast.pyx":51 +/* "polylearn/loss_fast.pyx":54 * * * cdef class SquaredHinge(LossFunction): # <<<<<<<<<<<<<< @@ -744,7 +744,7 @@ static PyObject *__pyx_tp_new_9polylearn_9loss_fast_Squared(PyTypeObject *t, PyO static PyObject *__pyx_tp_new_9polylearn_9loss_fast_Logistic(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_9polylearn_9loss_fast_SquaredHinge(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -/* "polylearn/loss_fast.pyx":5 +/* "polylearn/loss_fast.pyx":8 * cdef class LossFunction: * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -761,20 +761,20 @@ static double __pyx_f_9polylearn_9loss_fast_12LossFunction_loss(CYTHON_UNUSED st int __pyx_clineno = 0; __Pyx_RefNannySetupContext("loss", 0); - /* "polylearn/loss_fast.pyx":6 + /* "polylearn/loss_fast.pyx":9 * * cdef double loss(self, double p, double y): * raise NotImplementedError() # <<<<<<<<<<<<<< * * cdef double dloss(self, double p, double y): */ - __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_builtin_NotImplementedError); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_builtin_NotImplementedError); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "polylearn/loss_fast.pyx":5 + /* "polylearn/loss_fast.pyx":8 * cdef class LossFunction: * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -791,7 +791,7 @@ static double __pyx_f_9polylearn_9loss_fast_12LossFunction_loss(CYTHON_UNUSED st return __pyx_r; } -/* "polylearn/loss_fast.pyx":8 +/* "polylearn/loss_fast.pyx":11 * raise NotImplementedError() * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -808,20 +808,20 @@ static double __pyx_f_9polylearn_9loss_fast_12LossFunction_dloss(CYTHON_UNUSED s int __pyx_clineno = 0; __Pyx_RefNannySetupContext("dloss", 0); - /* "polylearn/loss_fast.pyx":9 + /* "polylearn/loss_fast.pyx":12 * * cdef double dloss(self, double p, double y): * raise NotImplementedError() # <<<<<<<<<<<<<< * * */ - __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_builtin_NotImplementedError); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_builtin_NotImplementedError); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_Raise(__pyx_t_1, 0, 0, 0); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "polylearn/loss_fast.pyx":8 + /* "polylearn/loss_fast.pyx":11 * raise NotImplementedError() * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -838,7 +838,7 @@ static double __pyx_f_9polylearn_9loss_fast_12LossFunction_dloss(CYTHON_UNUSED s return __pyx_r; } -/* "polylearn/loss_fast.pyx":15 +/* "polylearn/loss_fast.pyx":18 * """Squared loss: L(p, y) = 0.5 * (y - p)""" * * def __init__(self): # <<<<<<<<<<<<<< @@ -867,7 +867,7 @@ static int __pyx_pf_9polylearn_9loss_fast_7Squared___init__(struct __pyx_obj_9po __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__init__", 0); - /* "polylearn/loss_fast.pyx":16 + /* "polylearn/loss_fast.pyx":19 * * def __init__(self): * self.mu = 1 # <<<<<<<<<<<<<< @@ -876,7 +876,7 @@ static int __pyx_pf_9polylearn_9loss_fast_7Squared___init__(struct __pyx_obj_9po */ __pyx_v_self->__pyx_base.mu = 1.0; - /* "polylearn/loss_fast.pyx":15 + /* "polylearn/loss_fast.pyx":18 * """Squared loss: L(p, y) = 0.5 * (y - p)""" * * def __init__(self): # <<<<<<<<<<<<<< @@ -890,7 +890,7 @@ static int __pyx_pf_9polylearn_9loss_fast_7Squared___init__(struct __pyx_obj_9po return __pyx_r; } -/* "polylearn/loss_fast.pyx":18 +/* "polylearn/loss_fast.pyx":21 * self.mu = 1 * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -903,7 +903,7 @@ static double __pyx_f_9polylearn_9loss_fast_7Squared_loss(CYTHON_UNUSED struct _ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("loss", 0); - /* "polylearn/loss_fast.pyx":19 + /* "polylearn/loss_fast.pyx":22 * * cdef double loss(self, double p, double y): * return 0.5 * (p - y) ** 2 # <<<<<<<<<<<<<< @@ -913,7 +913,7 @@ static double __pyx_f_9polylearn_9loss_fast_7Squared_loss(CYTHON_UNUSED struct _ __pyx_r = (0.5 * pow((__pyx_v_p - __pyx_v_y), 2.0)); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":18 + /* "polylearn/loss_fast.pyx":21 * self.mu = 1 * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -927,7 +927,7 @@ static double __pyx_f_9polylearn_9loss_fast_7Squared_loss(CYTHON_UNUSED struct _ return __pyx_r; } -/* "polylearn/loss_fast.pyx":21 +/* "polylearn/loss_fast.pyx":24 * return 0.5 * (p - y) ** 2 * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -940,7 +940,7 @@ static double __pyx_f_9polylearn_9loss_fast_7Squared_dloss(CYTHON_UNUSED struct __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("dloss", 0); - /* "polylearn/loss_fast.pyx":22 + /* "polylearn/loss_fast.pyx":25 * * cdef double dloss(self, double p, double y): * return p - y # <<<<<<<<<<<<<< @@ -950,7 +950,7 @@ static double __pyx_f_9polylearn_9loss_fast_7Squared_dloss(CYTHON_UNUSED struct __pyx_r = (__pyx_v_p - __pyx_v_y); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":21 + /* "polylearn/loss_fast.pyx":24 * return 0.5 * (p - y) ** 2 * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -964,7 +964,7 @@ static double __pyx_f_9polylearn_9loss_fast_7Squared_dloss(CYTHON_UNUSED struct return __pyx_r; } -/* "polylearn/loss_fast.pyx":28 +/* "polylearn/loss_fast.pyx":31 * """Logistic loss: L(p, y) = log(1 + exp(-yp))""" * * def __init__(self): # <<<<<<<<<<<<<< @@ -993,7 +993,7 @@ static int __pyx_pf_9polylearn_9loss_fast_8Logistic___init__(struct __pyx_obj_9p __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__init__", 0); - /* "polylearn/loss_fast.pyx":29 + /* "polylearn/loss_fast.pyx":32 * * def __init__(self): * self.mu = 0.25 # <<<<<<<<<<<<<< @@ -1002,7 +1002,7 @@ static int __pyx_pf_9polylearn_9loss_fast_8Logistic___init__(struct __pyx_obj_9p */ __pyx_v_self->__pyx_base.mu = 0.25; - /* "polylearn/loss_fast.pyx":28 + /* "polylearn/loss_fast.pyx":31 * """Logistic loss: L(p, y) = log(1 + exp(-yp))""" * * def __init__(self): # <<<<<<<<<<<<<< @@ -1016,7 +1016,7 @@ static int __pyx_pf_9polylearn_9loss_fast_8Logistic___init__(struct __pyx_obj_9p return __pyx_r; } -/* "polylearn/loss_fast.pyx":31 +/* "polylearn/loss_fast.pyx":34 * self.mu = 0.25 * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1031,7 +1031,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct int __pyx_t_1; __Pyx_RefNannySetupContext("loss", 0); - /* "polylearn/loss_fast.pyx":32 + /* "polylearn/loss_fast.pyx":35 * * cdef double loss(self, double p, double y): * cdef double z = p * y # <<<<<<<<<<<<<< @@ -1040,7 +1040,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct */ __pyx_v_z = (__pyx_v_p * __pyx_v_y); - /* "polylearn/loss_fast.pyx":34 + /* "polylearn/loss_fast.pyx":37 * cdef double z = p * y * # log(1 + exp(-z)) * if z > 18: # <<<<<<<<<<<<<< @@ -1050,7 +1050,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct __pyx_t_1 = ((__pyx_v_z > 18.0) != 0); if (__pyx_t_1) { - /* "polylearn/loss_fast.pyx":35 + /* "polylearn/loss_fast.pyx":38 * # log(1 + exp(-z)) * if z > 18: * return exp(-z) # <<<<<<<<<<<<<< @@ -1060,7 +1060,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct __pyx_r = exp((-__pyx_v_z)); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":34 + /* "polylearn/loss_fast.pyx":37 * cdef double z = p * y * # log(1 + exp(-z)) * if z > 18: # <<<<<<<<<<<<<< @@ -1069,7 +1069,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct */ } - /* "polylearn/loss_fast.pyx":36 + /* "polylearn/loss_fast.pyx":39 * if z > 18: * return exp(-z) * if z < -18: # <<<<<<<<<<<<<< @@ -1079,7 +1079,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct __pyx_t_1 = ((__pyx_v_z < -18.0) != 0); if (__pyx_t_1) { - /* "polylearn/loss_fast.pyx":37 + /* "polylearn/loss_fast.pyx":40 * return exp(-z) * if z < -18: * return -z # <<<<<<<<<<<<<< @@ -1089,7 +1089,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct __pyx_r = (-__pyx_v_z); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":36 + /* "polylearn/loss_fast.pyx":39 * if z > 18: * return exp(-z) * if z < -18: # <<<<<<<<<<<<<< @@ -1098,7 +1098,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct */ } - /* "polylearn/loss_fast.pyx":38 + /* "polylearn/loss_fast.pyx":41 * if z < -18: * return -z * return log(1.0 + exp(-z)) # <<<<<<<<<<<<<< @@ -1108,7 +1108,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct __pyx_r = log((1.0 + exp((-__pyx_v_z)))); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":31 + /* "polylearn/loss_fast.pyx":34 * self.mu = 0.25 * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1122,7 +1122,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_loss(CYTHON_UNUSED struct return __pyx_r; } -/* "polylearn/loss_fast.pyx":40 +/* "polylearn/loss_fast.pyx":43 * return log(1.0 + exp(-z)) * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1135,14 +1135,9 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct double __pyx_r; __Pyx_RefNannyDeclarations int __pyx_t_1; - double __pyx_t_2; - double __pyx_t_3; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("dloss", 0); - /* "polylearn/loss_fast.pyx":41 + /* "polylearn/loss_fast.pyx":44 * * cdef double dloss(self, double p, double y): * cdef double z = p * y # <<<<<<<<<<<<<< @@ -1151,7 +1146,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct */ __pyx_v_z = (__pyx_v_p * __pyx_v_y); - /* "polylearn/loss_fast.pyx":44 + /* "polylearn/loss_fast.pyx":47 * # cdef double tau = 1 / (1 + exp(-z)) * # return y * (tau - 1) * if z > 18.0: # <<<<<<<<<<<<<< @@ -1161,7 +1156,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct __pyx_t_1 = ((__pyx_v_z > 18.0) != 0); if (__pyx_t_1) { - /* "polylearn/loss_fast.pyx":45 + /* "polylearn/loss_fast.pyx":48 * # return y * (tau - 1) * if z > 18.0: * return -y * exp(-z) # <<<<<<<<<<<<<< @@ -1171,7 +1166,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct __pyx_r = ((-__pyx_v_y) * exp((-__pyx_v_z))); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":44 + /* "polylearn/loss_fast.pyx":47 * # cdef double tau = 1 / (1 + exp(-z)) * # return y * (tau - 1) * if z > 18.0: # <<<<<<<<<<<<<< @@ -1180,7 +1175,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct */ } - /* "polylearn/loss_fast.pyx":46 + /* "polylearn/loss_fast.pyx":49 * if z > 18.0: * return -y * exp(-z) * if z < -18.0: # <<<<<<<<<<<<<< @@ -1190,7 +1185,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct __pyx_t_1 = ((__pyx_v_z < -18.0) != 0); if (__pyx_t_1) { - /* "polylearn/loss_fast.pyx":47 + /* "polylearn/loss_fast.pyx":50 * return -y * exp(-z) * if z < -18.0: * return -y # <<<<<<<<<<<<<< @@ -1200,7 +1195,7 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct __pyx_r = (-__pyx_v_y); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":46 + /* "polylearn/loss_fast.pyx":49 * if z > 18.0: * return -y * exp(-z) * if z < -18.0: # <<<<<<<<<<<<<< @@ -1209,23 +1204,17 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct */ } - /* "polylearn/loss_fast.pyx":48 + /* "polylearn/loss_fast.pyx":51 * if z < -18.0: * return -y * return -y / (exp(z) + 1.0) # <<<<<<<<<<<<<< * * */ - __pyx_t_2 = (-__pyx_v_y); - __pyx_t_3 = (exp(__pyx_v_z) + 1.0); - if (unlikely(__pyx_t_3 == 0)) { - PyErr_SetString(PyExc_ZeroDivisionError, "float division"); - {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_r = (__pyx_t_2 / __pyx_t_3); + __pyx_r = ((-__pyx_v_y) / (exp(__pyx_v_z) + 1.0)); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":40 + /* "polylearn/loss_fast.pyx":43 * return log(1.0 + exp(-z)) * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1234,15 +1223,12 @@ static double __pyx_f_9polylearn_9loss_fast_8Logistic_dloss(CYTHON_UNUSED struct */ /* function exit code */ - __pyx_L1_error:; - __Pyx_WriteUnraisable("polylearn.loss_fast.Logistic.dloss", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0); - __pyx_r = 0; __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } -/* "polylearn/loss_fast.pyx":54 +/* "polylearn/loss_fast.pyx":57 * """Squared hinge loss: L(p, y) = max(1 - yp, 0)""" * * def __init__(self): # <<<<<<<<<<<<<< @@ -1271,7 +1257,7 @@ static int __pyx_pf_9polylearn_9loss_fast_12SquaredHinge___init__(struct __pyx_o __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__init__", 0); - /* "polylearn/loss_fast.pyx":55 + /* "polylearn/loss_fast.pyx":58 * * def __init__(self): * self.mu = 2 # <<<<<<<<<<<<<< @@ -1280,7 +1266,7 @@ static int __pyx_pf_9polylearn_9loss_fast_12SquaredHinge___init__(struct __pyx_o */ __pyx_v_self->__pyx_base.mu = 2.0; - /* "polylearn/loss_fast.pyx":54 + /* "polylearn/loss_fast.pyx":57 * """Squared hinge loss: L(p, y) = max(1 - yp, 0)""" * * def __init__(self): # <<<<<<<<<<<<<< @@ -1294,7 +1280,7 @@ static int __pyx_pf_9polylearn_9loss_fast_12SquaredHinge___init__(struct __pyx_o return __pyx_r; } -/* "polylearn/loss_fast.pyx":57 +/* "polylearn/loss_fast.pyx":60 * self.mu = 2 * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1309,7 +1295,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss(CYTHON_UNUSED st int __pyx_t_1; __Pyx_RefNannySetupContext("loss", 0); - /* "polylearn/loss_fast.pyx":58 + /* "polylearn/loss_fast.pyx":61 * * cdef double loss(self, double p, double y): * cdef double z = 1 - p * y # <<<<<<<<<<<<<< @@ -1318,7 +1304,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss(CYTHON_UNUSED st */ __pyx_v_z = (1.0 - (__pyx_v_p * __pyx_v_y)); - /* "polylearn/loss_fast.pyx":59 + /* "polylearn/loss_fast.pyx":62 * cdef double loss(self, double p, double y): * cdef double z = 1 - p * y * if z > 0: # <<<<<<<<<<<<<< @@ -1328,7 +1314,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss(CYTHON_UNUSED st __pyx_t_1 = ((__pyx_v_z > 0.0) != 0); if (__pyx_t_1) { - /* "polylearn/loss_fast.pyx":60 + /* "polylearn/loss_fast.pyx":63 * cdef double z = 1 - p * y * if z > 0: * return z * z # <<<<<<<<<<<<<< @@ -1338,7 +1324,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss(CYTHON_UNUSED st __pyx_r = (__pyx_v_z * __pyx_v_z); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":59 + /* "polylearn/loss_fast.pyx":62 * cdef double loss(self, double p, double y): * cdef double z = 1 - p * y * if z > 0: # <<<<<<<<<<<<<< @@ -1347,7 +1333,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss(CYTHON_UNUSED st */ } - /* "polylearn/loss_fast.pyx":61 + /* "polylearn/loss_fast.pyx":64 * if z > 0: * return z * z * return 0.0 # <<<<<<<<<<<<<< @@ -1357,7 +1343,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss(CYTHON_UNUSED st __pyx_r = 0.0; goto __pyx_L0; - /* "polylearn/loss_fast.pyx":57 + /* "polylearn/loss_fast.pyx":60 * self.mu = 2 * * cdef double loss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1371,7 +1357,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss(CYTHON_UNUSED st return __pyx_r; } -/* "polylearn/loss_fast.pyx":63 +/* "polylearn/loss_fast.pyx":66 * return 0.0 * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1386,7 +1372,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_dloss(CYTHON_UNUSED s int __pyx_t_1; __Pyx_RefNannySetupContext("dloss", 0); - /* "polylearn/loss_fast.pyx":64 + /* "polylearn/loss_fast.pyx":67 * * cdef double dloss(self, double p, double y): * cdef double z = 1 - p * y # <<<<<<<<<<<<<< @@ -1395,7 +1381,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_dloss(CYTHON_UNUSED s */ __pyx_v_z = (1.0 - (__pyx_v_p * __pyx_v_y)); - /* "polylearn/loss_fast.pyx":65 + /* "polylearn/loss_fast.pyx":68 * cdef double dloss(self, double p, double y): * cdef double z = 1 - p * y * if z > 0: # <<<<<<<<<<<<<< @@ -1405,7 +1391,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_dloss(CYTHON_UNUSED s __pyx_t_1 = ((__pyx_v_z > 0.0) != 0); if (__pyx_t_1) { - /* "polylearn/loss_fast.pyx":66 + /* "polylearn/loss_fast.pyx":69 * cdef double z = 1 - p * y * if z > 0: * return -2 * y * z # <<<<<<<<<<<<<< @@ -1414,7 +1400,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_dloss(CYTHON_UNUSED s __pyx_r = ((-2.0 * __pyx_v_y) * __pyx_v_z); goto __pyx_L0; - /* "polylearn/loss_fast.pyx":65 + /* "polylearn/loss_fast.pyx":68 * cdef double dloss(self, double p, double y): * cdef double z = 1 - p * y * if z > 0: # <<<<<<<<<<<<<< @@ -1423,7 +1409,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_dloss(CYTHON_UNUSED s */ } - /* "polylearn/loss_fast.pyx":67 + /* "polylearn/loss_fast.pyx":70 * if z > 0: * return -2 * y * z * return 0.0 # <<<<<<<<<<<<<< @@ -1431,7 +1417,7 @@ static double __pyx_f_9polylearn_9loss_fast_12SquaredHinge_dloss(CYTHON_UNUSED s __pyx_r = 0.0; goto __pyx_L0; - /* "polylearn/loss_fast.pyx":63 + /* "polylearn/loss_fast.pyx":66 * return 0.0 * * cdef double dloss(self, double p, double y): # <<<<<<<<<<<<<< @@ -1773,7 +1759,7 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_NotImplementedError = __Pyx_GetBuiltinName(__pyx_n_s_NotImplementedError); if (!__pyx_builtin_NotImplementedError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_NotImplementedError = __Pyx_GetBuiltinName(__pyx_n_s_NotImplementedError); if (!__pyx_builtin_NotImplementedError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -1882,40 +1868,40 @@ PyMODINIT_FUNC PyInit_loss_fast(void) __pyx_vtabptr_9polylearn_9loss_fast_LossFunction = &__pyx_vtable_9polylearn_9loss_fast_LossFunction; __pyx_vtable_9polylearn_9loss_fast_LossFunction.loss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_12LossFunction_loss; __pyx_vtable_9polylearn_9loss_fast_LossFunction.dloss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_12LossFunction_dloss; - if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_LossFunction) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_LossFunction) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type_9polylearn_9loss_fast_LossFunction.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_LossFunction.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_LossFunction) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (PyObject_SetAttrString(__pyx_m, "LossFunction", (PyObject *)&__pyx_type_9polylearn_9loss_fast_LossFunction) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_LossFunction.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_LossFunction) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttrString(__pyx_m, "LossFunction", (PyObject *)&__pyx_type_9polylearn_9loss_fast_LossFunction) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_9polylearn_9loss_fast_LossFunction = &__pyx_type_9polylearn_9loss_fast_LossFunction; __pyx_vtabptr_9polylearn_9loss_fast_Squared = &__pyx_vtable_9polylearn_9loss_fast_Squared; __pyx_vtable_9polylearn_9loss_fast_Squared.__pyx_base = *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; __pyx_vtable_9polylearn_9loss_fast_Squared.__pyx_base.loss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_7Squared_loss; __pyx_vtable_9polylearn_9loss_fast_Squared.__pyx_base.dloss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_7Squared_dloss; __pyx_type_9polylearn_9loss_fast_Squared.tp_base = __pyx_ptype_9polylearn_9loss_fast_LossFunction; - if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_Squared) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_Squared) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type_9polylearn_9loss_fast_Squared.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_Squared.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_Squared) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (PyObject_SetAttrString(__pyx_m, "Squared", (PyObject *)&__pyx_type_9polylearn_9loss_fast_Squared) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_Squared.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_Squared) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttrString(__pyx_m, "Squared", (PyObject *)&__pyx_type_9polylearn_9loss_fast_Squared) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_9polylearn_9loss_fast_Squared = &__pyx_type_9polylearn_9loss_fast_Squared; __pyx_vtabptr_9polylearn_9loss_fast_Logistic = &__pyx_vtable_9polylearn_9loss_fast_Logistic; __pyx_vtable_9polylearn_9loss_fast_Logistic.__pyx_base = *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; __pyx_vtable_9polylearn_9loss_fast_Logistic.__pyx_base.loss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_8Logistic_loss; __pyx_vtable_9polylearn_9loss_fast_Logistic.__pyx_base.dloss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_8Logistic_dloss; __pyx_type_9polylearn_9loss_fast_Logistic.tp_base = __pyx_ptype_9polylearn_9loss_fast_LossFunction; - if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_Logistic) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_Logistic) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type_9polylearn_9loss_fast_Logistic.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_Logistic.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_Logistic) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (PyObject_SetAttrString(__pyx_m, "Logistic", (PyObject *)&__pyx_type_9polylearn_9loss_fast_Logistic) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_Logistic.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_Logistic) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttrString(__pyx_m, "Logistic", (PyObject *)&__pyx_type_9polylearn_9loss_fast_Logistic) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_9polylearn_9loss_fast_Logistic = &__pyx_type_9polylearn_9loss_fast_Logistic; __pyx_vtabptr_9polylearn_9loss_fast_SquaredHinge = &__pyx_vtable_9polylearn_9loss_fast_SquaredHinge; __pyx_vtable_9polylearn_9loss_fast_SquaredHinge.__pyx_base = *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; __pyx_vtable_9polylearn_9loss_fast_SquaredHinge.__pyx_base.loss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_12SquaredHinge_loss; __pyx_vtable_9polylearn_9loss_fast_SquaredHinge.__pyx_base.dloss = (double (*)(struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double, double))__pyx_f_9polylearn_9loss_fast_12SquaredHinge_dloss; __pyx_type_9polylearn_9loss_fast_SquaredHinge.tp_base = __pyx_ptype_9polylearn_9loss_fast_LossFunction; - if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_SquaredHinge) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyType_Ready(&__pyx_type_9polylearn_9loss_fast_SquaredHinge) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_type_9polylearn_9loss_fast_SquaredHinge.tp_print = 0; - if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_SquaredHinge.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_SquaredHinge) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (PyObject_SetAttrString(__pyx_m, "SquaredHinge", (PyObject *)&__pyx_type_9polylearn_9loss_fast_SquaredHinge) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_9polylearn_9loss_fast_SquaredHinge.tp_dict, __pyx_vtabptr_9polylearn_9loss_fast_SquaredHinge) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyObject_SetAttrString(__pyx_m, "SquaredHinge", (PyObject *)&__pyx_type_9polylearn_9loss_fast_SquaredHinge) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_9polylearn_9loss_fast_SquaredHinge = &__pyx_type_9polylearn_9loss_fast_SquaredHinge; /*--- Type import code ---*/ /*--- Variable import code ---*/ @@ -1926,9 +1912,9 @@ PyMODINIT_FUNC PyInit_loss_fast(void) #endif /* "polylearn/loss_fast.pyx":1 - * from libc.math cimport log, exp # <<<<<<<<<<<<<< + * # cython: language_level=3 # <<<<<<<<<<<<<< + * # cython: cdivision=True * - * cdef class LossFunction: */ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); diff --git a/polylearn/loss_fast.pyx b/polylearn/loss_fast.pyx index d0465e2..0422170 100644 --- a/polylearn/loss_fast.pyx +++ b/polylearn/loss_fast.pyx @@ -1,3 +1,6 @@ +# cython: language_level=3 +# cython: cdivision=True + from libc.math cimport log, exp cdef class LossFunction: From 8f4577f7ed66f43970d768eae4dfa5b7c6dd73b8 Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Tue, 26 Jul 2016 18:42:36 -0400 Subject: [PATCH 14/19] debug test failure --- polylearn/tests/test_factorization_machine.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/polylearn/tests/test_factorization_machine.py b/polylearn/tests/test_factorization_machine.py index 32e44c7..3b724d7 100644 --- a/polylearn/tests/test_factorization_machine.py +++ b/polylearn/tests/test_factorization_machine.py @@ -229,7 +229,8 @@ def check_same_as_slow(degree): reg = FactorizationMachineRegressor(degree=degree, n_components=5, fit_lower=None, fit_linear=False, beta=1, warm_start=False, tol=1e-3, - max_iter=5, random_state=0) + max_iter=5, random_state=0, + verbose=True) with warnings.catch_warnings(): warnings.simplefilter('ignore') @@ -237,7 +238,8 @@ def check_same_as_slow(degree): P_fit_slow = cd_direct_slow(X, y, lams=reg.lams_, degree=degree, n_components=5, beta=1, n_iter=5, - tol=1e-3, random_state=0) + tol=1e-3, random_state=0, + verbose=True) assert_array_almost_equal(reg.P_[0, :, :], P_fit_slow, decimal=4) From f004fed8db7950a2e59082cfa2e1160a3cd2f3db Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 1 Aug 2016 12:02:32 -0400 Subject: [PATCH 15/19] FIX windows failures: memory wasn't zeroed :-o --- polylearn/cd_direct_fast.pyx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index f900061..2632eb1 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -64,7 +64,7 @@ cdef inline double _update(int* indices, cdef Py_ssize_t i, ii - cdef double inv_step_size + cdef double inv_step_size = 0 cdef double grad_y cdef double update = 0 @@ -208,4 +208,4 @@ def _cd_direct_ho(double[:, :, ::1] P, if degree == 3: free(d2) - return converged \ No newline at end of file + return converged From cbc199f0f6d18238127448cc41e6cd9b515fe8f2 Mon Sep 17 00:00:00 2001 From: Vlad N Date: Mon, 1 Aug 2016 12:18:07 -0400 Subject: [PATCH 16/19] recompile cython and reenable tests --- appveyor.yml | 8 +- polylearn/cd_direct_fast.cpp | 4933 +++++++++-------- polylearn/tests/test_factorization_machine.py | 4 +- 3 files changed, 2624 insertions(+), 2321 deletions(-) diff --git a/appveyor.yml b/appveyor.yml index 36d912d..202b9e5 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -10,10 +10,10 @@ environment: matrix: ## tests fail under 32bit & py2.7.8. Disabling for now. ## See GH issue #1 -# - PYTHON: "C:\\Python27" -# PYTHON_VERSION: "2.7.8" -# PYTHON_ARCH: "32" -# MINICONDA: "C:\\Miniconda" + - PYTHON: "C:\\Python27" + PYTHON_VERSION: "2.7.8" + PYTHON_ARCH: "32" + MINICONDA: "C:\\Miniconda" - PYTHON: "C:\\Python27-x64" PYTHON_VERSION: "2.7.8" diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index d6a8a81..d03c8fc 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.23.4 */ +/* Generated by Cython 0.24.1 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -7,10 +7,10 @@ #elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000) #error Cython requires Python 2.6+ or Python 3.2+. #else -#define CYTHON_ABI "0_23_4" +#define CYTHON_ABI "0_24_1" #include #ifndef offsetof -#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) + #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall @@ -36,17 +36,23 @@ #define Py_HUGE_VAL HUGE_VAL #endif #ifdef PYPY_VERSION -#define CYTHON_COMPILING_IN_PYPY 1 -#define CYTHON_COMPILING_IN_CPYTHON 0 + #define CYTHON_COMPILING_IN_PYPY 1 + #define CYTHON_COMPILING_IN_CPYTHON 0 #else -#define CYTHON_COMPILING_IN_PYPY 0 -#define CYTHON_COMPILING_IN_CPYTHON 1 + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_CPYTHON 1 #endif #if !defined(CYTHON_USE_PYLONG_INTERNALS) && CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02070000 -#define CYTHON_USE_PYLONG_INTERNALS 1 + #define CYTHON_USE_PYLONG_INTERNALS 1 +#endif +#if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" + #undef SHIFT + #undef BASE + #undef MASK #endif #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) -#define Py_OptimizeFlag 0 + #define Py_OptimizeFlag 0 #endif #define __PYX_BUILD_PY_SSIZE_T "n" #define CYTHON_FORMAT_SSIZE_T "z" @@ -82,6 +88,7 @@ #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) #else #define CYTHON_PEP393_ENABLED 0 #define __Pyx_PyUnicode_READY(op) (0) @@ -90,6 +97,7 @@ #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) + #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) @@ -102,6 +110,17 @@ #if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) #endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) + #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) + #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) +#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 #define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) #define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) #if PY_MAJOR_VERSION >= 3 @@ -109,6 +128,9 @@ #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 @@ -225,7 +247,17 @@ static CYTHON_INLINE float __PYX_NAN() { return value; } #endif +#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) +#define __Pyx_truncl trunc +#else +#define __Pyx_truncl truncl +#endif + +#define __PYX_ERR(f_index, lineno, Ln_error) \ +{ \ + __pyx_filename = __pyx_f[f_index]; __pyx_lineno = lineno; __pyx_clineno = __LINE__; goto Ln_error; \ +} #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) @@ -279,7 +311,7 @@ static CYTHON_INLINE float __PYX_NAN() { # define CYTHON_NCP_UNUSED CYTHON_UNUSED # endif #endif -typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; +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 @@ -353,7 +385,7 @@ static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) #define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) #define __Pyx_PyBool_FromLong(b) ((b) ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False)) static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x); static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); #if CYTHON_COMPILING_IN_CPYTHON @@ -362,6 +394,12 @@ static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); #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 +#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII static int __Pyx_sys_getdefaultencoding_not_ascii; static int __Pyx_init_sys_getdefaultencoding_params(void) { @@ -452,6 +490,7 @@ static PyObject *__pyx_d; static PyObject *__pyx_b; static PyObject *__pyx_empty_tuple; static PyObject *__pyx_empty_bytes; +static PyObject *__pyx_empty_unicode; static int __pyx_lineno; static int __pyx_clineno = 0; static const char * __pyx_cfilenm= __FILE__; @@ -459,11 +498,12 @@ static const char *__pyx_filename; static const char *__pyx_f[] = { - "polylearn/cd_direct_fast.pyx", - "stringsource", + "polylearn\\cd_direct_fast.pyx", + "polylearn\\stringsource", "dataset_fast.pxd", - "polylearn/loss_fast.pxd", + "polylearn\\loss_fast.pxd", }; +/* MemviewSliceStruct.proto */ struct __pyx_memoryview_obj; typedef struct { struct __pyx_memoryview_obj *memview; @@ -473,6 +513,7 @@ typedef struct { Py_ssize_t suboffsets[8]; } __Pyx_memviewslice; +/* BufferFormatStructs.proto */ #define IS_UNSIGNED(type) (((type) -1) > 0) struct __Pyx_StructField_; #define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) @@ -508,6 +549,7 @@ typedef struct { char is_valid_array; } __Pyx_BufFmt_Context; +/* Atomics.proto */ #include #ifndef CYTHON_ATOMICS #define CYTHON_ATOMICS 1 @@ -684,7 +726,7 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { }; -/* "View.MemoryView":101 +/* "View.MemoryView":103 * * @cname("__pyx_array") * cdef class array: # <<<<<<<<<<<<<< @@ -693,6 +735,7 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { */ struct __pyx_array_obj { PyObject_HEAD + struct __pyx_vtabstruct_array *__pyx_vtab; char *data; Py_ssize_t len; char *format; @@ -708,7 +751,7 @@ struct __pyx_array_obj { }; -/* "View.MemoryView":271 +/* "View.MemoryView":275 * * @cname('__pyx_MemviewEnum') * cdef class Enum(object): # <<<<<<<<<<<<<< @@ -721,7 +764,7 @@ struct __pyx_MemviewEnum_obj { }; -/* "View.MemoryView":304 +/* "View.MemoryView":326 * * @cname('__pyx_memoryview') * cdef class memoryview(object): # <<<<<<<<<<<<<< @@ -744,7 +787,7 @@ struct __pyx_memoryview_obj { }; -/* "View.MemoryView":923 +/* "View.MemoryView":951 * * @cname('__pyx_memoryviewslice') * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< @@ -877,7 +920,21 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction { static struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; -/* "View.MemoryView":304 +/* "View.MemoryView":103 + * + * @cname("__pyx_array") + * cdef class array: # <<<<<<<<<<<<<< + * + * cdef: + */ + +struct __pyx_vtabstruct_array { + PyObject *(*get_memview)(struct __pyx_array_obj *); +}; +static struct __pyx_vtabstruct_array *__pyx_vtabptr_array; + + +/* "View.MemoryView":326 * * @cname('__pyx_memoryview') * cdef class memoryview(object): # <<<<<<<<<<<<<< @@ -897,7 +954,7 @@ struct __pyx_vtabstruct_memoryview { static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview; -/* "View.MemoryView":923 +/* "View.MemoryView":951 * * @cname('__pyx_memoryviewslice') * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< @@ -911,6 +968,7 @@ struct __pyx_vtabstruct__memoryviewslice { static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice; /* --- Runtime support code (head) --- */ +/* Refnanny.proto */ #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 #endif @@ -973,6 +1031,7 @@ static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice; #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) +/* PyObjectGetAttrStr.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { PyTypeObject* tp = Py_TYPE(obj); @@ -988,30 +1047,42 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject #define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) #endif +/* GetBuiltinName.proto */ static PyObject *__Pyx_GetBuiltinName(PyObject *name); +/* 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 **argnames[],\ PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\ const char* function_name); +/* ArgTypeTest.proto */ static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact); +/* 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 +/* BufferFormatCheck.proto */ static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); +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); // PROTO +/* MemviewSliceInit.proto */ #define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d #define __Pyx_MEMVIEW_DIRECT 1 #define __Pyx_MEMVIEW_PTR 2 @@ -1037,52 +1108,115 @@ static CYTHON_INLINE int __pyx_sub_acquisition_count_locked( static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int); static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int); -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); +/* PyThreadStateGet.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; +#define __Pyx_PyThreadState_assign __pyx_tstate = PyThreadState_GET(); +#else +#define __Pyx_PyThreadState_declare +#define __Pyx_PyThreadState_assign +#endif + +/* PyErrFetchRestore.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#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); +#else +#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetchWithState(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 +/* RaiseException.proto */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); +/* IncludeStringH.proto */ #include +/* 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); +/* StrEquals.proto */ #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals #else #define __Pyx_PyString_Equals __Pyx_PyBytes_Equals #endif +/* UnaryNegOverflows.proto */ #define UNARY_NEG_WOULD_OVERFLOW(x)\ (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ -static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/ +/* GetAttr.proto */ static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); +/* decode_c_string.proto */ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* cstring, Py_ssize_t start, Py_ssize_t stop, const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); +/* RaiseTooManyValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); +/* RaiseNeedMoreValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); +/* RaiseNoneIterError.proto */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); +/* ExtTypeTest.proto */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); +/* SaveResetException.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#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 + +/* PyErrExceptionMatches.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#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 +/* GetException.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#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 +/* SwapException.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#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 +/* Import.proto */ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); +/* 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) :\ @@ -1105,9 +1239,7 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck); static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ -static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/ +/* ListCompAppend.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; @@ -1124,12 +1256,7 @@ static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { #define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) #endif -static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/ +/* PyIntBinop.proto */ #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace); #else @@ -1137,6 +1264,7 @@ static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) #endif +/* ListExtend.proto */ static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { #if CYTHON_COMPILING_IN_CPYTHON PyObject* none = _PyList_Extend((PyListObject*)L, v); @@ -1149,6 +1277,7 @@ static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { #endif } +/* ListAppend.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; @@ -1165,30 +1294,37 @@ static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { #define __Pyx_PyList_Append(L,x) PyList_Append(L,x) #endif +/* None.proto */ static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); +/* ForceInitThreads.proto */ #ifndef __PYX_FORCE_INIT_THREADS #define __PYX_FORCE_INIT_THREADS 0 #endif -static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/ +/* WriteUnraisableException.proto */ static void __Pyx_WriteUnraisable(const char *name, int clineno, int lineno, const char *filename, int full_traceback, int nogil); +/* PyObjectCallMethO.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); #endif +/* PyObjectCallOneArg.proto */ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); +/* SetVTable.proto */ static int __Pyx_SetVtable(PyObject *dict, void *vtable); +/* GetVTable.proto */ static void* __Pyx_GetVtable(PyObject *dict); +/* CodeObjectCache.proto */ typedef struct { - int code_line; PyCodeObject* code_object; + int code_line; } __Pyx_CodeObjectCacheEntry; struct __Pyx_CodeObjectCache { int count; @@ -1200,9 +1336,20 @@ static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int co static PyCodeObject *__pyx_find_code_object(int code_line); static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); +/* AddTraceback.proto */ static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename); +#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 + + +/* BufferStructDeclare.proto */ typedef struct { Py_ssize_t shape, strides, suboffsets; } __Pyx_Buf_DimInfo; @@ -1216,20 +1363,26 @@ typedef struct { __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 - - +/* None.proto */ static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0}; static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1}; +/* MemviewSliceIsContig.proto */ +static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, + char order, int ndim); + +/* OverlappingSlices.proto */ +static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize); + +/* Capsule.proto */ +static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); + +/* TypeInfoCompare.proto */ static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b); +/* MemviewSliceValidateAndInit.proto */ static int __Pyx_ValidateAndInit_memviewslice( int *axes_specs, int c_or_f_flag, @@ -1240,41 +1393,44 @@ static int __Pyx_ValidateAndInit_memviewslice( __Pyx_memviewslice *memviewslice, PyObject *original_obj); +/* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *); +/* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); - -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - +/* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); +/* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value); +/* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); -static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, - char order, int ndim); - -static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, - __Pyx_memviewslice *slice2, - int ndim, size_t itemsize); - +/* MemviewSliceCopyTemplate.proto */ static __Pyx_memviewslice __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const char *mode, int ndim, size_t sizeof_dtype, int contig_flag, int dtype_is_object); -static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); +/* CIntFromPy.proto */ +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); + +/* CIntFromPy.proto */ +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); +/* CIntFromPy.proto */ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); +/* CIntFromPy.proto */ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); +/* CheckBinaryVersion.proto */ static int __Pyx_check_binary_version(void); +/* PyIdentifierFromString.proto */ #if !defined(__Pyx_PyIdentifier_FromString) #if PY_MAJOR_VERSION < 3 #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s) @@ -1283,14 +1439,19 @@ static int __Pyx_check_binary_version(void); #endif #endif +/* ModuleImport.proto */ static PyObject *__Pyx_ImportModule(const char *name); +/* TypeImport.proto */ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); +/* FunctionImport.proto */ static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); +/* InitStrings.proto */ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); +static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ @@ -1332,6 +1493,8 @@ static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; +static int __pyx_memoryview_thread_locks_used; +static PyThread_type_lock __pyx_memoryview_thread_locks[8]; static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__sq(double); /*proto*/ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, Py_ssize_t, double *, Py_ssize_t, unsigned int); /*proto*/ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, unsigned int, double, double); /*proto*/ @@ -1382,103 +1545,98 @@ static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; -static char __pyx_k_O[] = "O"; -static char __pyx_k_P[] = "P"; -static char __pyx_k_X[] = "X"; -static char __pyx_k_c[] = "c"; -static char __pyx_k_w[] = "w"; -static char __pyx_k_y[] = "y"; -static char __pyx_k_d1[] = "d1"; -static char __pyx_k_d2[] = "d2"; -static char __pyx_k_id[] = "id"; -static char __pyx_k_it[] = "it"; -static char __pyx_k_obj[] = "obj"; -static char __pyx_k_tol[] = "tol"; -static char __pyx_k_base[] = "base"; -static char __pyx_k_beta[] = "beta"; -static char __pyx_k_lams[] = "lams"; -static char __pyx_k_loss[] = "loss"; -static char __pyx_k_main[] = "__main__"; -static char __pyx_k_mode[] = "mode"; -static char __pyx_k_name[] = "name"; -static char __pyx_k_ndim[] = "ndim"; -static char __pyx_k_pack[] = "pack"; -static char __pyx_k_size[] = "size"; -static char __pyx_k_step[] = "step"; -static char __pyx_k_stop[] = "stop"; -static char __pyx_k_test[] = "__test__"; -static char __pyx_k_viol[] = "viol"; -static char __pyx_k_ASCII[] = "ASCII"; -static char __pyx_k_alpha[] = "alpha"; -static char __pyx_k_class[] = "__class__"; -static char __pyx_k_error[] = "error"; -static char __pyx_k_flags[] = "flags"; -static char __pyx_k_print[] = "print"; -static char __pyx_k_range[] = "range"; -static char __pyx_k_shape[] = "shape"; -static char __pyx_k_start[] = "start"; -static char __pyx_k_degree[] = "degree"; -static char __pyx_k_encode[] = "encode"; -static char __pyx_k_format[] = "format"; -static char __pyx_k_import[] = "__import__"; -static char __pyx_k_name_2[] = "__name__"; -static char __pyx_k_struct[] = "struct"; -static char __pyx_k_unpack[] = "unpack"; -static char __pyx_k_y_pred[] = "y_pred"; -static char __pyx_k_fortran[] = "fortran"; -static char __pyx_k_memview[] = "memview"; -static char __pyx_k_verbose[] = "verbose"; -static char __pyx_k_Ellipsis[] = "Ellipsis"; -static char __pyx_k_itemsize[] = "itemsize"; -static char __pyx_k_max_iter[] = "max_iter"; -static char __pyx_k_Iteration[] = "Iteration"; -static char __pyx_k_TypeError[] = "TypeError"; -static char __pyx_k_converged[] = "converged"; -static char __pyx_k_enumerate[] = "enumerate"; -static char __pyx_k_fit_lower[] = "fit_lower"; -static char __pyx_k_n_samples[] = "n_samples"; -static char __pyx_k_IndexError[] = "IndexError"; -static char __pyx_k_ValueError[] = "ValueError"; -static char __pyx_k_fit_linear[] = "fit_linear"; -static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; -static char __pyx_k_MemoryError[] = "MemoryError"; -static char __pyx_k_col_norm_sq[] = "col_norm_sq"; -static char __pyx_k_cd_direct_ho[] = "_cd_direct_ho"; -static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; -static char __pyx_k_violation_sum[] = "violation sum"; -static char __pyx_k_allocate_buffer[] = "allocate_buffer"; -static char __pyx_k_dtype_is_object[] = "dtype_is_object"; -static char __pyx_k_strided_and_direct[] = ""; -static char __pyx_k_strided_and_indirect[] = ""; -static char __pyx_k_contiguous_and_direct[] = ""; -static char __pyx_k_Converged_at_iteration[] = "Converged at iteration"; -static char __pyx_k_MemoryView_of_r_object[] = ""; -static char __pyx_k_MemoryView_of_r_at_0x_x[] = ""; -static char __pyx_k_contiguous_and_indirect[] = ""; -static char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; -static char __pyx_k_getbuffer_obj_view_flags[] = "getbuffer(obj, view, flags)"; -static char __pyx_k_polylearn_cd_direct_fast[] = "polylearn.cd_direct_fast"; -static char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct"; -static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; -static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; -static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; -static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; -static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; -static char __pyx_k_strided_and_direct_or_indirect[] = ""; -static char __pyx_k_home_vlad_code_polylearn_polyle[] = "/home/vlad/code/polylearn/polylearn/cd_direct_fast.pyx"; -static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; -static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; -static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; -static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; -static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; -static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; -static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; -static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; -static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; -static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; -static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; +static const char __pyx_k_O[] = "O"; +static const char __pyx_k_P[] = "P"; +static const char __pyx_k_X[] = "X"; +static const char __pyx_k_c[] = "c"; +static const char __pyx_k_w[] = "w"; +static const char __pyx_k_y[] = "y"; +static const char __pyx_k_d1[] = "d1"; +static const char __pyx_k_d2[] = "d2"; +static const char __pyx_k_id[] = "id"; +static const char __pyx_k_it[] = "it"; +static const char __pyx_k_obj[] = "obj"; +static const char __pyx_k_tol[] = "tol"; +static const char __pyx_k_base[] = "base"; +static const char __pyx_k_beta[] = "beta"; +static const char __pyx_k_lams[] = "lams"; +static const char __pyx_k_loss[] = "loss"; +static const char __pyx_k_main[] = "__main__"; +static const char __pyx_k_mode[] = "mode"; +static const char __pyx_k_name[] = "name"; +static const char __pyx_k_ndim[] = "ndim"; +static const char __pyx_k_pack[] = "pack"; +static const char __pyx_k_size[] = "size"; +static const char __pyx_k_step[] = "step"; +static const char __pyx_k_stop[] = "stop"; +static const char __pyx_k_test[] = "__test__"; +static const char __pyx_k_viol[] = "viol"; +static const char __pyx_k_ASCII[] = "ASCII"; +static const char __pyx_k_alpha[] = "alpha"; +static const char __pyx_k_class[] = "__class__"; +static const char __pyx_k_error[] = "error"; +static const char __pyx_k_flags[] = "flags"; +static const char __pyx_k_print[] = "print"; +static const char __pyx_k_range[] = "range"; +static const char __pyx_k_shape[] = "shape"; +static const char __pyx_k_start[] = "start"; +static const char __pyx_k_degree[] = "degree"; +static const char __pyx_k_encode[] = "encode"; +static const char __pyx_k_format[] = "format"; +static const char __pyx_k_import[] = "__import__"; +static const char __pyx_k_name_2[] = "__name__"; +static const char __pyx_k_struct[] = "struct"; +static const char __pyx_k_unpack[] = "unpack"; +static const char __pyx_k_y_pred[] = "y_pred"; +static const char __pyx_k_fortran[] = "fortran"; +static const char __pyx_k_memview[] = "memview"; +static const char __pyx_k_verbose[] = "verbose"; +static const char __pyx_k_Ellipsis[] = "Ellipsis"; +static const char __pyx_k_itemsize[] = "itemsize"; +static const char __pyx_k_max_iter[] = "max_iter"; +static const char __pyx_k_Iteration[] = "Iteration"; +static const char __pyx_k_TypeError[] = "TypeError"; +static const char __pyx_k_converged[] = "converged"; +static const char __pyx_k_enumerate[] = "enumerate"; +static const char __pyx_k_fit_lower[] = "fit_lower"; +static const char __pyx_k_n_samples[] = "n_samples"; +static const char __pyx_k_IndexError[] = "IndexError"; +static const char __pyx_k_ValueError[] = "ValueError"; +static const char __pyx_k_fit_linear[] = "fit_linear"; +static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; +static const char __pyx_k_MemoryError[] = "MemoryError"; +static const char __pyx_k_col_norm_sq[] = "col_norm_sq"; +static const char __pyx_k_cd_direct_ho[] = "_cd_direct_ho"; +static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; +static const char __pyx_k_violation_sum[] = "violation sum"; +static const char __pyx_k_allocate_buffer[] = "allocate_buffer"; +static const char __pyx_k_dtype_is_object[] = "dtype_is_object"; +static const char __pyx_k_strided_and_direct[] = ""; +static const char __pyx_k_strided_and_indirect[] = ""; +static const char __pyx_k_contiguous_and_direct[] = ""; +static const char __pyx_k_Converged_at_iteration[] = "Converged at iteration"; +static const char __pyx_k_MemoryView_of_r_object[] = ""; +static const char __pyx_k_MemoryView_of_r_at_0x_x[] = ""; +static const char __pyx_k_contiguous_and_indirect[] = ""; +static const char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; +static const char __pyx_k_polylearn_cd_direct_fast[] = "polylearn.cd_direct_fast"; +static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; +static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; +static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; +static const char __pyx_k_strided_and_direct_or_indirect[] = ""; +static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; +static const char __pyx_k_C_Users_vlad_code_polylearn_poly[] = "C:\\Users\\vlad\\code\\polylearn\\polylearn\\cd_direct_fast.pyx"; +static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; +static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; +static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; +static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; +static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; +static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; +static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; +static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; +static PyObject *__pyx_kp_s_C_Users_vlad_code_polylearn_poly; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_kp_u_Converged_at_iteration; @@ -1525,7 +1683,6 @@ static PyObject *__pyx_n_s_format; static PyObject *__pyx_n_s_fortran; static PyObject *__pyx_n_u_fortran; static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi; -static PyObject *__pyx_kp_s_home_vlad_code_polylearn_polyle; static PyObject *__pyx_n_s_id; static PyObject *__pyx_n_s_import; static PyObject *__pyx_n_s_it; @@ -1832,6 +1989,15 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_l1_reg = ((2.0 * __pyx_v_beta) * fabs(__pyx_v_lam)); + /* "polylearn/cd_direct_fast.pyx":67 + * cdef Py_ssize_t i, ii + * + * cdef double inv_step_size = 0 # <<<<<<<<<<<<<< + * + * cdef double grad_y + */ + __pyx_v_inv_step_size = 0.0; + /* "polylearn/cd_direct_fast.pyx":70 * * cdef double grad_y @@ -2395,9 +2561,6 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ unsigned int __pyx_v_max_iter; double __pyx_v_tol; int __pyx_v_verbose; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("_cd_direct_ho (wrapper)", 0); @@ -2435,81 +2598,81 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 1); __PYX_ERR(0, 155, __pyx_L3_error) } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 2); __PYX_ERR(0, 155, __pyx_L3_error) } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 3); __PYX_ERR(0, 155, __pyx_L3_error) } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 4); __PYX_ERR(0, 155, __pyx_L3_error) } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 5); __PYX_ERR(0, 155, __pyx_L3_error) } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lams)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 6); __PYX_ERR(0, 155, __pyx_L3_error) } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_degree)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 7); __PYX_ERR(0, 155, __pyx_L3_error) } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 8); __PYX_ERR(0, 155, __pyx_L3_error) } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 9); __PYX_ERR(0, 155, __pyx_L3_error) } case 10: if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_linear)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 10); __PYX_ERR(0, 155, __pyx_L3_error) } case 11: if (likely((values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_lower)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 11); __PYX_ERR(0, 155, __pyx_L3_error) } case 12: if (likely((values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 12); __PYX_ERR(0, 155, __pyx_L3_error) } case 13: if (likely((values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); __PYX_ERR(0, 155, __pyx_L3_error) } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); __PYX_ERR(0, 155, __pyx_L3_error) } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); __PYX_ERR(0, 155, __pyx_L3_error) } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) __PYX_ERR(0, 155, __pyx_L3_error) } } else if (PyTuple_GET_SIZE(__pyx_args) != 16) { goto __pyx_L5_argtuple_error; @@ -2531,33 +2694,33 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ values[14] = PyTuple_GET_ITEM(__pyx_args, 14); values[15] = PyTuple_GET_ITEM(__pyx_args, 15); } - __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) __PYX_ERR(0, 155, __pyx_L3_error) + __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); 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- /* "View.MemoryView":166 + /* "View.MemoryView":168 * * self.free_data = allocate_buffer * self.dtype_is_object = format == b'O' # <<<<<<<<<<<<<< * if allocate_buffer: * */ - __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 168, __pyx_L1_error) + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(1, 168, __pyx_L1_error) __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; __pyx_v_self->dtype_is_object = __pyx_t_4; - /* "View.MemoryView":167 + /* "View.MemoryView":169 * self.free_data = allocate_buffer * self.dtype_is_object = format == b'O' * if allocate_buffer: # <<<<<<<<<<<<<< @@ -3535,7 +3689,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ __pyx_t_4 = (__pyx_v_allocate_buffer != 0); if (__pyx_t_4) { - /* "View.MemoryView":170 + /* "View.MemoryView":172 * * * self.data = malloc(self.len) # <<<<<<<<<<<<<< @@ -3544,7 +3698,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ __pyx_v_self->data = ((char *)malloc(__pyx_v_self->len)); - /* "View.MemoryView":171 + /* "View.MemoryView":173 * * self.data = malloc(self.len) * if not self.data: # <<<<<<<<<<<<<< @@ -3554,20 +3708,20 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ __pyx_t_4 = ((!(__pyx_v_self->data != 0)) != 0); if (__pyx_t_4) { - /* "View.MemoryView":172 + /* "View.MemoryView":174 * self.data = malloc(self.len) * if not self.data: * raise MemoryError("unable to allocate array data.") # <<<<<<<<<<<<<< * * if self.dtype_is_object: */ - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__5, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__5, NULL); 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- /* "View.MemoryView":176 + /* "View.MemoryView":178 * if self.dtype_is_object: * p = self.data * for i in range(self.len / itemsize): # <<<<<<<<<<<<<< @@ -3604,17 +3758,17 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 178, __pyx_L1_error) } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_self->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 178, __pyx_L1_error) } __pyx_t_1 = (__pyx_v_self->len / __pyx_v_itemsize); for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_1; __pyx_t_8+=1) { __pyx_v_i = __pyx_t_8; - /* "View.MemoryView":177 + /* "View.MemoryView":179 * p = self.data * for i in range(self.len / itemsize): * p[i] = Py_None # <<<<<<<<<<<<<< @@ -3623,7 +3777,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ (__pyx_v_p[__pyx_v_i]) = Py_None; - /* "View.MemoryView":178 + /* "View.MemoryView":180 * for i in range(self.len / itemsize): * p[i] = Py_None * Py_INCREF(Py_None) # <<<<<<<<<<<<<< @@ -3633,7 +3787,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ Py_INCREF(Py_None); } - /* "View.MemoryView":174 + /* "View.MemoryView":176 * raise MemoryError("unable to allocate array data.") * * if self.dtype_is_object: # <<<<<<<<<<<<<< @@ -3642,7 +3796,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ } - /* "View.MemoryView":167 + /* "View.MemoryView":169 * self.free_data = allocate_buffer * self.dtype_is_object = format == b'O' * if allocate_buffer: # <<<<<<<<<<<<<< @@ -3651,7 +3805,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ } - /* "View.MemoryView":118 + /* "View.MemoryView":120 * cdef bint dtype_is_object * * def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None, # <<<<<<<<<<<<<< @@ -3675,7 +3829,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ return __pyx_r; } -/* "View.MemoryView":181 +/* "View.MemoryView":183 * * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): # <<<<<<<<<<<<<< @@ -3707,16 +3861,13 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru Py_ssize_t __pyx_t_5; int __pyx_t_6; Py_ssize_t *__pyx_t_7; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getbuffer__", 0); if (__pyx_v_info != NULL) { __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None); __Pyx_GIVEREF(__pyx_v_info->obj); } - /* "View.MemoryView":182 + /* "View.MemoryView":184 * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): * cdef int bufmode = -1 # <<<<<<<<<<<<<< @@ -3725,18 +3876,18 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ __pyx_v_bufmode = -1; - /* "View.MemoryView":183 + /* "View.MemoryView":185 * def __getbuffer__(self, Py_buffer *info, int flags): * cdef int bufmode = -1 * if self.mode == u"c": # <<<<<<<<<<<<<< * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * elif self.mode == u"fortran": */ - __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(1, 185, __pyx_L1_error) __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":184 + /* "View.MemoryView":186 * cdef int bufmode = -1 * if self.mode == u"c": * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS # <<<<<<<<<<<<<< @@ -3745,7 +3896,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ __pyx_v_bufmode = (PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS); - /* "View.MemoryView":183 + /* "View.MemoryView":185 * def __getbuffer__(self, Py_buffer *info, int flags): * cdef int bufmode = -1 * if self.mode == u"c": # <<<<<<<<<<<<<< @@ -3755,18 +3906,18 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru goto __pyx_L3; } - /* "View.MemoryView":185 + /* "View.MemoryView":187 * if self.mode == u"c": * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * elif self.mode == u"fortran": # <<<<<<<<<<<<<< * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): */ - __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(1, 187, __pyx_L1_error) __pyx_t_1 = (__pyx_t_2 != 0); if (__pyx_t_1) { - /* "View.MemoryView":186 + /* "View.MemoryView":188 * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * elif self.mode == u"fortran": * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS # <<<<<<<<<<<<<< @@ -3775,7 +3926,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ __pyx_v_bufmode = (PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS); - /* "View.MemoryView":185 + /* "View.MemoryView":187 * if self.mode == u"c": * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * elif self.mode == u"fortran": # <<<<<<<<<<<<<< @@ -3785,7 +3936,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru } __pyx_L3:; - /* "View.MemoryView":187 + /* "View.MemoryView":189 * elif self.mode == u"fortran": * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): # <<<<<<<<<<<<<< @@ -3795,20 +3946,20 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_1 = ((!((__pyx_v_flags & __pyx_v_bufmode) != 0)) != 0); if (__pyx_t_1) { - /* "View.MemoryView":188 + /* "View.MemoryView":190 * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): * raise ValueError("Can only create a buffer that is contiguous in memory.") # <<<<<<<<<<<<<< * info.buf = self.data * info.len = self.len */ - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 190, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 190, __pyx_L1_error) - /* "View.MemoryView":187 + /* "View.MemoryView":189 * elif self.mode == u"fortran": * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): # <<<<<<<<<<<<<< @@ -3817,7 +3968,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ } - /* "View.MemoryView":189 + /* "View.MemoryView":191 * if not (flags & bufmode): * raise ValueError("Can only create a buffer that is contiguous in memory.") * info.buf = self.data # <<<<<<<<<<<<<< @@ -3827,7 +3978,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_4 = __pyx_v_self->data; __pyx_v_info->buf = __pyx_t_4; - /* "View.MemoryView":190 + /* "View.MemoryView":192 * raise ValueError("Can only create a buffer that is contiguous in memory.") * info.buf = self.data * info.len = self.len # <<<<<<<<<<<<<< @@ -3837,7 +3988,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_5 = __pyx_v_self->len; __pyx_v_info->len = __pyx_t_5; - /* "View.MemoryView":191 + /* "View.MemoryView":193 * info.buf = self.data * info.len = self.len * info.ndim = self.ndim # <<<<<<<<<<<<<< @@ -3847,7 +3998,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_6 = __pyx_v_self->ndim; __pyx_v_info->ndim = __pyx_t_6; - /* "View.MemoryView":192 + /* "View.MemoryView":194 * info.len = self.len * info.ndim = self.ndim * info.shape = self._shape # <<<<<<<<<<<<<< @@ -3857,7 +4008,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_7 = __pyx_v_self->_shape; __pyx_v_info->shape = __pyx_t_7; - /* "View.MemoryView":193 + /* "View.MemoryView":195 * info.ndim = self.ndim * info.shape = self._shape * info.strides = self._strides # <<<<<<<<<<<<<< @@ -3867,7 +4018,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_7 = __pyx_v_self->_strides; __pyx_v_info->strides = __pyx_t_7; - /* "View.MemoryView":194 + /* "View.MemoryView":196 * info.shape = self._shape * info.strides = self._strides * info.suboffsets = NULL # <<<<<<<<<<<<<< @@ -3876,7 +4027,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ __pyx_v_info->suboffsets = NULL; 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__pyx_v_info->format = __pyx_t_4; - /* "View.MemoryView":198 + /* "View.MemoryView":200 * info.readonly = 0 * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< @@ -3925,7 +4076,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru goto __pyx_L5; } - /* "View.MemoryView":201 + /* "View.MemoryView":203 * info.format = self.format * else: * info.format = NULL # <<<<<<<<<<<<<< @@ -3937,7 +4088,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru } __pyx_L5:; - /* "View.MemoryView":203 + /* "View.MemoryView":205 * info.format = NULL * * info.obj = self # <<<<<<<<<<<<<< @@ -3950,7 +4101,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = ((PyObject *)__pyx_v_self); - /* "View.MemoryView":181 + /* "View.MemoryView":183 * * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): # <<<<<<<<<<<<<< @@ -3980,7 +4131,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru return __pyx_r; 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if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 226, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_r = __pyx_t_2; __pyx_t_2 = 0; goto __pyx_L0; - /* "View.MemoryView":219 - * property memview: - * @cname('get_memview') - * def __get__(self): # <<<<<<<<<<<<<< + /* "View.MemoryView":224 * - * flags = PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE + * @cname('get_memview') + * cdef get_memview(self): # <<<<<<<<<<<<<< + * flags = PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE + * return memoryview(self, flags, self.dtype_is_object) */ /* function exit code */ @@ -4196,15 +4391,15 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct _ __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("View.MemoryView.array.memview.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 230, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_GetAttr(__pyx_t_1, __pyx_v_attr); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_GetAttr(__pyx_t_1, __pyx_v_attr); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 230, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_r = __pyx_t_2; __pyx_t_2 = 0; goto __pyx_L0; - /* "View.MemoryView":225 + /* "View.MemoryView":229 * * * def __getattr__(self, attr): # <<<<<<<<<<<<<< @@ -4272,7 +4464,7 @@ static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__( return __pyx_r; } -/* "View.MemoryView":228 +/* "View.MemoryView":232 * return getattr(self.memview, attr) * * def __getitem__(self, item): # <<<<<<<<<<<<<< @@ -4298,12 +4490,9 @@ static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__( __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; 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__pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) __PYX_ERR(1, 248, __pyx_L1_error) - /* "View.MemoryView":243 + /* "View.MemoryView":247 * result = array(shape, itemsize, format, mode.decode('ASCII')) * else: * result = array(shape, itemsize, format, mode.decode('ASCII'), # <<<<<<<<<<<<<< * allocate_buffer=False) * result.data = buf */ - __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 247, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_5); __pyx_t_5 = 0; - /* "View.MemoryView":245 + /* "View.MemoryView":249 * result = array(shape, itemsize, format, mode.decode('ASCII'), * allocate_buffer=False) * result.data = buf # <<<<<<<<<<<<<< @@ -4542,7 +4725,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize } __pyx_L3:; 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int __pyx_v_flags; int __pyx_v_dtype_is_object; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); @@ -4846,7 +5023,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); __PYX_ERR(1, 341, __pyx_L3_error) } case 2: if (kw_args > 0) { @@ -4855,7 +5032,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) __PYX_ERR(1, 341, __pyx_L3_error) } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -4867,16 +5044,16 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } __pyx_v_obj = values[0]; - __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) __PYX_ERR(1, 341, __pyx_L3_error) if (values[2]) { - __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) __PYX_ERR(1, 341, __pyx_L3_error) } else { __pyx_v_dtype_is_object = ((int)0); } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(1, 341, __pyx_L3_error) __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -4896,14 +5073,9 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__cinit__", 0); - /* "View.MemoryView":320 + /* "View.MemoryView":342 * * def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False): * self.obj = obj # <<<<<<<<<<<<<< @@ -4916,7 +5088,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __Pyx_DECREF(__pyx_v_self->obj); __pyx_v_self->obj = __pyx_v_obj; - /* "View.MemoryView":321 + /* "View.MemoryView":343 * def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False): * self.obj = obj * self.flags = flags # <<<<<<<<<<<<<< @@ -4925,7 +5097,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ __pyx_v_self->flags = __pyx_v_flags; - /* "View.MemoryView":322 + /* "View.MemoryView":344 * self.obj = obj * self.flags = flags * if type(self) is memoryview or obj is not None: # <<<<<<<<<<<<<< @@ -4945,16 +5117,16 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __pyx_L4_bool_binop_done:; if (__pyx_t_1) { - /* "View.MemoryView":323 + /* "View.MemoryView":345 * self.flags = flags * if type(self) is memoryview or obj is not None: * __Pyx_GetBuffer(obj, &self.view, flags) # <<<<<<<<<<<<<< * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None */ - __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 345, __pyx_L1_error) - /* "View.MemoryView":324 + /* "View.MemoryView":346 * if type(self) is memoryview or obj is not None: * __Pyx_GetBuffer(obj, &self.view, flags) * if self.view.obj == NULL: # <<<<<<<<<<<<<< @@ -4964,7 +5136,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __pyx_t_1 = ((((PyObject *)__pyx_v_self->view.obj) == NULL) != 0); if (__pyx_t_1) { - /* "View.MemoryView":325 + /* "View.MemoryView":347 * __Pyx_GetBuffer(obj, &self.view, flags) * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None # <<<<<<<<<<<<<< @@ -4973,16 +5145,16 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ ((Py_buffer *)(&__pyx_v_self->view))->obj = Py_None; - /* "View.MemoryView":326 + /* "View.MemoryView":348 * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None * Py_INCREF(Py_None) # <<<<<<<<<<<<<< * - * self.lock = PyThread_allocate_lock() + * global __pyx_memoryview_thread_locks_used */ Py_INCREF(Py_None); - /* "View.MemoryView":324 + /* "View.MemoryView":346 * if type(self) is memoryview or obj is not None: * __Pyx_GetBuffer(obj, &self.view, flags) * if self.view.obj == NULL: # <<<<<<<<<<<<<< @@ -4991,7 +5163,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ } - /* "View.MemoryView":322 + /* "View.MemoryView":344 * self.obj = obj * self.flags = flags * if type(self) is memoryview or obj is not None: # <<<<<<<<<<<<<< @@ -5000,80 +5172,139 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ } - /* "View.MemoryView":328 - * Py_INCREF(Py_None) + /* "View.MemoryView":351 * - * self.lock = PyThread_allocate_lock() # <<<<<<<<<<<<<< - * if self.lock == NULL: - * raise MemoryError + * global __pyx_memoryview_thread_locks_used + * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: # <<<<<<<<<<<<<< + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 */ - __pyx_v_self->lock = PyThread_allocate_lock(); + __pyx_t_1 = ((__pyx_memoryview_thread_locks_used < 8) != 0); + if (__pyx_t_1) { - /* "View.MemoryView":329 - * - * self.lock = PyThread_allocate_lock() - * if self.lock == NULL: # <<<<<<<<<<<<<< - * raise MemoryError - * + /* "View.MemoryView":352 + * global __pyx_memoryview_thread_locks_used + * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] # <<<<<<<<<<<<<< + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: */ - __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0); - if (__pyx_t_1) { + __pyx_v_self->lock = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]); - /* "View.MemoryView":330 - * self.lock = PyThread_allocate_lock() - * if self.lock == NULL: - * raise MemoryError # <<<<<<<<<<<<<< - * - * if flags & PyBUF_FORMAT: + /* "View.MemoryView":353 + * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 # <<<<<<<<<<<<<< + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() */ - PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used + 1); - /* "View.MemoryView":329 - * - * self.lock = PyThread_allocate_lock() - * if self.lock == NULL: # <<<<<<<<<<<<<< - * raise MemoryError + /* "View.MemoryView":351 * + * global __pyx_memoryview_thread_locks_used + * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: # <<<<<<<<<<<<<< + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 */ } - /* "View.MemoryView":332 - * raise MemoryError - * - * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< - * self.dtype_is_object = self.view.format == b'O' - * else: + /* "View.MemoryView":354 + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: # <<<<<<<<<<<<<< + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: */ - __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0); + __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":355 + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() # <<<<<<<<<<<<<< + * if self.lock is NULL: + * raise MemoryError + */ + __pyx_v_self->lock = PyThread_allocate_lock(); + + /* "View.MemoryView":356 + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: # <<<<<<<<<<<<<< + * raise MemoryError + * + */ + __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":357 + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: + * raise MemoryError # <<<<<<<<<<<<<< + * + * if flags & PyBUF_FORMAT: + */ + PyErr_NoMemory(); __PYX_ERR(1, 357, __pyx_L1_error) + + /* "View.MemoryView":356 + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: # <<<<<<<<<<<<<< + * raise MemoryError + * + */ + } + + /* "View.MemoryView":354 + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: # <<<<<<<<<<<<<< + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: + */ + } + + /* "View.MemoryView":359 + * raise MemoryError + * + * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') + * else: + */ + __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0); if (__pyx_t_1) { - /* "View.MemoryView":333 + /* "View.MemoryView":360 * * if flags & PyBUF_FORMAT: - * self.dtype_is_object = self.view.format == b'O' # <<<<<<<<<<<<<< + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') # <<<<<<<<<<<<<< * else: * self.dtype_is_object = dtype_is_object */ - __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_2 = (((__pyx_v_self->view.format[0]) == 'O') != 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L11_bool_binop_done; + } + __pyx_t_2 = (((__pyx_v_self->view.format[1]) == '\x00') != 0); + __pyx_t_1 = __pyx_t_2; + __pyx_L11_bool_binop_done:; __pyx_v_self->dtype_is_object = __pyx_t_1; - /* "View.MemoryView":332 - * raise MemoryError + /* "View.MemoryView":359 + * raise MemoryError * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< - * self.dtype_is_object = self.view.format == b'O' + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') * else: */ - goto __pyx_L8; + goto __pyx_L10; } - /* "View.MemoryView":335 - * self.dtype_is_object = self.view.format == b'O' + /* "View.MemoryView":362 + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') * else: * self.dtype_is_object = dtype_is_object # <<<<<<<<<<<<<< * @@ -5082,9 +5313,9 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ /*else*/ { __pyx_v_self->dtype_is_object = __pyx_v_dtype_is_object; } - __pyx_L8:; + __pyx_L10:; - /* "View.MemoryView":337 + /* "View.MemoryView":364 * self.dtype_is_object = dtype_is_object * * self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer( # <<<<<<<<<<<<<< @@ -5093,7 +5324,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ __pyx_v_self->acquisition_count_aligned_p = ((__pyx_atomic_int *)__pyx_align_pointer(((void *)(&(__pyx_v_self->acquisition_count[0]))), (sizeof(__pyx_atomic_int)))); - /* "View.MemoryView":339 + /* "View.MemoryView":366 * self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer( * &self.acquisition_count[0], sizeof(__pyx_atomic_int)) * self.typeinfo = NULL # <<<<<<<<<<<<<< @@ -5102,7 +5333,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ __pyx_v_self->typeinfo = NULL; - /* "View.MemoryView":319 + /* "View.MemoryView":341 * cdef __Pyx_TypeInfo *typeinfo * * def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False): # <<<<<<<<<<<<<< @@ -5114,8 +5345,6 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = -1; __pyx_L0:; @@ -5123,7 +5352,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ return __pyx_r; } -/* "View.MemoryView":341 +/* "View.MemoryView":368 * self.typeinfo = NULL * * def __dealloc__(memoryview self): # <<<<<<<<<<<<<< @@ -5143,12 +5372,17 @@ static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self) { } static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self) { + int __pyx_v_i; __Pyx_RefNannyDeclarations int __pyx_t_1; int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + PyThread_type_lock __pyx_t_5; + PyThread_type_lock __pyx_t_6; __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "View.MemoryView":342 + /* "View.MemoryView":369 * * def __dealloc__(memoryview self): * if self.obj is not None: # <<<<<<<<<<<<<< @@ -5159,16 +5393,16 @@ static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__deal __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":343 + /* "View.MemoryView":370 * def __dealloc__(memoryview self): * if self.obj is not None: * __Pyx_ReleaseBuffer(&self.view) # <<<<<<<<<<<<<< * - * if self.lock != NULL: + * cdef int i */ __Pyx_ReleaseBuffer((&__pyx_v_self->view)); - /* "View.MemoryView":342 + /* "View.MemoryView":369 * * def __dealloc__(memoryview self): * if self.obj is not None: # <<<<<<<<<<<<<< @@ -5177,35 +5411,126 @@ static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__deal */ } - /* "View.MemoryView":345 - * __Pyx_ReleaseBuffer(&self.view) - * + /* "View.MemoryView":374 + * cdef int i + * global __pyx_memoryview_thread_locks_used * if self.lock != NULL: # <<<<<<<<<<<<<< - * PyThread_free_lock(self.lock) - * + * for i in range(__pyx_memoryview_thread_locks_used): + * if __pyx_memoryview_thread_locks[i] is self.lock: */ __pyx_t_2 = ((__pyx_v_self->lock != NULL) != 0); if (__pyx_t_2) { - /* "View.MemoryView":346 - * + /* "View.MemoryView":375 + * global __pyx_memoryview_thread_locks_used + * if self.lock != NULL: + * for i in range(__pyx_memoryview_thread_locks_used): # <<<<<<<<<<<<<< + * if __pyx_memoryview_thread_locks[i] is self.lock: + * __pyx_memoryview_thread_locks_used -= 1 + */ + __pyx_t_3 = __pyx_memoryview_thread_locks_used; + for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { + __pyx_v_i = __pyx_t_4; + + /* "View.MemoryView":376 + * if self.lock != NULL: + * for i in range(__pyx_memoryview_thread_locks_used): + * if __pyx_memoryview_thread_locks[i] is self.lock: # <<<<<<<<<<<<<< + * __pyx_memoryview_thread_locks_used -= 1 + * if i != __pyx_memoryview_thread_locks_used: + */ + __pyx_t_2 = (((__pyx_memoryview_thread_locks[__pyx_v_i]) == __pyx_v_self->lock) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":377 + * for i in range(__pyx_memoryview_thread_locks_used): + * if __pyx_memoryview_thread_locks[i] is self.lock: + * __pyx_memoryview_thread_locks_used -= 1 # <<<<<<<<<<<<<< + * if i != __pyx_memoryview_thread_locks_used: + * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( + */ + __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used - 1); + + /* "View.MemoryView":378 + * if __pyx_memoryview_thread_locks[i] is self.lock: + * __pyx_memoryview_thread_locks_used -= 1 + * if i != __pyx_memoryview_thread_locks_used: # <<<<<<<<<<<<<< + * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( + * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) + */ + __pyx_t_2 = ((__pyx_v_i != __pyx_memoryview_thread_locks_used) != 0); + if (__pyx_t_2) { + + /* "View.MemoryView":380 + * if i != __pyx_memoryview_thread_locks_used: + * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( + * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) # <<<<<<<<<<<<<< + * break + * else: + */ + __pyx_t_5 = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]); + __pyx_t_6 = (__pyx_memoryview_thread_locks[__pyx_v_i]); + + /* "View.MemoryView":379 + * __pyx_memoryview_thread_locks_used -= 1 + * if i != __pyx_memoryview_thread_locks_used: + * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( # <<<<<<<<<<<<<< + * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) + * break + */ + (__pyx_memoryview_thread_locks[__pyx_v_i]) = __pyx_t_5; + (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]) = __pyx_t_6; + + /* "View.MemoryView":378 + * if __pyx_memoryview_thread_locks[i] is self.lock: + * __pyx_memoryview_thread_locks_used -= 1 + * if i != __pyx_memoryview_thread_locks_used: # <<<<<<<<<<<<<< + * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( + * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) + */ + } + + /* "View.MemoryView":381 + * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( + * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) + * break # <<<<<<<<<<<<<< + * else: + * PyThread_free_lock(self.lock) + */ + goto __pyx_L6_break; 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} -/* "View.MemoryView":348 - * PyThread_free_lock(self.lock) +/* "View.MemoryView":385 + * PyThread_free_lock(self.lock) * * cdef char *get_item_pointer(memoryview self, object index) except NULL: # <<<<<<<<<<<<<< * cdef Py_ssize_t dim @@ -5238,12 +5563,9 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py PyObject *__pyx_t_5 = NULL; Py_ssize_t __pyx_t_6; char *__pyx_t_7; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("get_item_pointer", 0); - /* "View.MemoryView":350 + /* "View.MemoryView":387 * cdef char *get_item_pointer(memoryview self, object index) except NULL: * cdef Py_ssize_t dim * cdef char *itemp = self.view.buf # <<<<<<<<<<<<<< @@ -5252,7 +5574,7 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py */ __pyx_v_itemp = ((char *)__pyx_v_self->view.buf); - /* "View.MemoryView":352 + /* "View.MemoryView":389 * cdef char *itemp = self.view.buf * * for dim, idx in enumerate(index): # <<<<<<<<<<<<<< @@ -5264,26 +5586,26 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py __pyx_t_2 = __pyx_v_index; 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(1, 389, __pyx_L1_error) #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 389, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_5); #endif } else { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(1, 389, __pyx_L1_error) #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); 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- int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__getitem__", 0); - /* "View.MemoryView":359 + /* "View.MemoryView":396 * * def __getitem__(memoryview self, object index): * if index is Ellipsis: # <<<<<<<<<<<<<< @@ -5404,7 +5723,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":360 + /* "View.MemoryView":397 * def __getitem__(memoryview self, object index): * if index is Ellipsis: * return self # <<<<<<<<<<<<<< @@ -5416,7 +5735,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ __pyx_r = ((PyObject *)__pyx_v_self); goto __pyx_L0; - /* "View.MemoryView":359 + /* "View.MemoryView":396 * * def __getitem__(memoryview self, object index): * if index is Ellipsis: # <<<<<<<<<<<<<< @@ -5425,14 +5744,14 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ */ } - /* "View.MemoryView":362 + /* "View.MemoryView":399 * return self * * have_slices, indices = _unellipsify(index, self.view.ndim) # <<<<<<<<<<<<<< * * cdef char *itemp */ - __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 399, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); if (likely(__pyx_t_3 != Py_None)) { PyObject* sequence = __pyx_t_3; @@ -5444,7 +5763,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ if (unlikely(size != 2)) { if (size > 2) __Pyx_RaiseTooManyValuesError(2); else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size); - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 399, __pyx_L1_error) } #if CYTHON_COMPILING_IN_CPYTHON __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); @@ -5452,31 +5771,31 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ __Pyx_INCREF(__pyx_t_4); __Pyx_INCREF(__pyx_t_5); #else - __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; 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if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(1, 402, __pyx_L1_error) if (__pyx_t_2) { - /* "View.MemoryView":366 + /* "View.MemoryView":403 * cdef char *itemp * if have_slices: * return memview_slice(self, indices) # <<<<<<<<<<<<<< @@ -5484,13 +5803,13 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4_ * itemp = self.get_item_pointer(indices) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 403, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __pyx_r = __pyx_t_3; __pyx_t_3 = 0; goto __pyx_L0; 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 412, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_1); __pyx_v_obj = __pyx_t_1; __pyx_t_1 = 0; - /* "View.MemoryView":376 + /* "View.MemoryView":413 * if have_slices: * obj = self.is_slice(value) * if obj: # <<<<<<<<<<<<<< * self.setitem_slice_assignment(self[index], obj) * else: */ - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) __PYX_ERR(1, 413, __pyx_L1_error) if (__pyx_t_4) { - /* "View.MemoryView":377 + /* "View.MemoryView":414 * obj = self.is_slice(value) * if obj: * self.setitem_slice_assignment(self[index], obj) # <<<<<<<<<<<<<< * else: * self.setitem_slice_assign_scalar(self[index], value) */ - __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 418, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } __pyx_L3:; - /* "View.MemoryView":371 + /* "View.MemoryView":408 * return self.convert_item_to_object(itemp) * * def __setitem__(memoryview self, object index, object value): # <<<<<<<<<<<<<< @@ -5748,7 +6064,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit return __pyx_r; } -/* "View.MemoryView":383 +/* "View.MemoryView":420 * self.setitem_indexed(index, value) * * cdef is_slice(self, obj): # <<<<<<<<<<<<<< @@ -5768,13 +6084,10 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ PyObject *__pyx_t_7 = NULL; PyObject *__pyx_t_8 = NULL; 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if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 423, __pyx_L4_error) __Pyx_GOTREF(__pyx_t_8); __Pyx_INCREF(__pyx_v_obj); __Pyx_GIVEREF(__pyx_v_obj); @@ -5837,13 +6152,13 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7); __pyx_t_6 = 0; __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} + __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(1, 423, __pyx_L4_error) __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7); __pyx_t_7 = 0; - /* "View.MemoryView":385 + /* "View.MemoryView":422 * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): * try: # <<<<<<<<<<<<<< @@ -5856,26 +6171,27 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; goto __pyx_L11_try_end; __pyx_L4_error:; + __Pyx_PyThreadState_assign __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0; __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0; - /* "View.MemoryView":388 + /* "View.MemoryView":425 * obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS, * self.dtype_is_object) * except TypeError: # <<<<<<<<<<<<<< * return None * */ - __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_TypeError); + __pyx_t_9 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError); if (__pyx_t_9) { __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} + if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) __PYX_ERR(1, 425, __pyx_L6_except_error) __Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_8); __Pyx_GOTREF(__pyx_t_6); - /* "View.MemoryView":389 + /* "View.MemoryView":426 * self.dtype_is_object) * except TypeError: * return None # <<<<<<<<<<<<<< @@ -5893,19 +6209,21 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ goto __pyx_L6_except_error; __pyx_L6_except_error:; - /* "View.MemoryView":385 + /* "View.MemoryView":422 * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): * try: # <<<<<<<<<<<<<< * obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS, * self.dtype_is_object) */ + __Pyx_PyThreadState_assign __Pyx_XGIVEREF(__pyx_t_3); __Pyx_XGIVEREF(__pyx_t_4); __Pyx_XGIVEREF(__pyx_t_5); __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5); goto __pyx_L1_error; __pyx_L7_except_return:; + __Pyx_PyThreadState_assign __Pyx_XGIVEREF(__pyx_t_3); __Pyx_XGIVEREF(__pyx_t_4); __Pyx_XGIVEREF(__pyx_t_5); @@ -5914,7 +6232,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_L11_try_end:; } - /* "View.MemoryView":384 + /* "View.MemoryView":421 * * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): # <<<<<<<<<<<<<< @@ -5923,7 +6241,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ */ } - /* "View.MemoryView":391 + /* "View.MemoryView":428 * return None * * return obj # <<<<<<<<<<<<<< @@ -5935,7 +6253,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_r = __pyx_v_obj; 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__pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 434, __pyx_L1_error) - /* "View.MemoryView":393 + /* "View.MemoryView":430 * return obj * * cdef setitem_slice_assignment(self, dst, src): # <<<<<<<<<<<<<< @@ -6043,7 +6358,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryvi return __pyx_r; } -/* "View.MemoryView":401 +/* "View.MemoryView":438 * src.ndim, dst.ndim, self.dtype_is_object) * * cdef setitem_slice_assign_scalar(self, memoryview dst, value): # <<<<<<<<<<<<<< @@ -6070,12 +6385,9 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor PyObject *__pyx_t_9 = NULL; 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} /*exception exit:*/{ + __Pyx_PyThreadState_declare __pyx_L6_error:; __pyx_t_6 = 0; __pyx_t_7 = 0; __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_11 = 0; + __Pyx_PyThreadState_assign __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11); if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8) < 0)) __Pyx_ErrFetch(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8); @@ -6291,6 +6605,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor { PyMem_Free(__pyx_v_tmp); } + __Pyx_PyThreadState_assign if (PY_MAJOR_VERSION >= 3) { __Pyx_XGIVEREF(__pyx_t_9); __Pyx_XGIVEREF(__pyx_t_10); @@ -6308,7 +6623,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor __pyx_L7:; } - /* "View.MemoryView":401 + /* "View.MemoryView":438 * src.ndim, dst.ndim, self.dtype_is_object) * * cdef setitem_slice_assign_scalar(self, memoryview dst, value): # <<<<<<<<<<<<<< @@ -6329,7 +6644,7 @@ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memor return __pyx_r; 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if (__pyx_t_1) { - /* "View.MemoryView":472 + /* "View.MemoryView":509 * def __getbuffer__(self, Py_buffer *info, int flags): * if flags & PyBUF_STRIDES: * info.shape = self.view.shape # <<<<<<<<<<<<<< @@ -6917,7 +7228,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_2 = __pyx_v_self->view.shape; __pyx_v_info->shape = __pyx_t_2; - /* "View.MemoryView":471 + /* "View.MemoryView":508 * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): * if flags & PyBUF_STRIDES: # <<<<<<<<<<<<<< @@ -6927,7 +7238,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L3; } - /* "View.MemoryView":474 + /* "View.MemoryView":511 * info.shape = self.view.shape * else: * info.shape = NULL # <<<<<<<<<<<<<< @@ -6939,7 +7250,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu } __pyx_L3:; - /* "View.MemoryView":476 + /* "View.MemoryView":513 * info.shape = NULL * * if flags & PyBUF_STRIDES: # <<<<<<<<<<<<<< @@ -6949,7 +7260,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0); if (__pyx_t_1) { - /* "View.MemoryView":477 + /* "View.MemoryView":514 * * if flags & PyBUF_STRIDES: * info.strides = self.view.strides # <<<<<<<<<<<<<< @@ -6959,7 +7270,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_2 = __pyx_v_self->view.strides; __pyx_v_info->strides = __pyx_t_2; - /* "View.MemoryView":476 + /* "View.MemoryView":513 * info.shape = NULL * * if flags & PyBUF_STRIDES: # <<<<<<<<<<<<<< @@ -6969,7 +7280,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L4; } - /* "View.MemoryView":479 + /* "View.MemoryView":516 * info.strides = self.view.strides * else: * info.strides = NULL # <<<<<<<<<<<<<< @@ -6981,7 +7292,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu } __pyx_L4:; - /* "View.MemoryView":481 + /* "View.MemoryView":518 * info.strides = NULL * * if flags & PyBUF_INDIRECT: # <<<<<<<<<<<<<< @@ -6991,7 +7302,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_1 = ((__pyx_v_flags & PyBUF_INDIRECT) != 0); if (__pyx_t_1) { - /* "View.MemoryView":482 + /* "View.MemoryView":519 * * if flags & PyBUF_INDIRECT: * info.suboffsets = self.view.suboffsets # <<<<<<<<<<<<<< @@ -7001,7 +7312,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_2 = __pyx_v_self->view.suboffsets; __pyx_v_info->suboffsets = __pyx_t_2; - /* "View.MemoryView":481 + /* "View.MemoryView":518 * info.strides = NULL * * if flags & PyBUF_INDIRECT: # <<<<<<<<<<<<<< @@ -7011,7 +7322,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L5; } - /* "View.MemoryView":484 + /* "View.MemoryView":521 * info.suboffsets = self.view.suboffsets * else: * info.suboffsets = NULL # <<<<<<<<<<<<<< @@ -7023,7 +7334,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu } __pyx_L5:; - /* "View.MemoryView":486 + /* "View.MemoryView":523 * info.suboffsets = NULL * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< @@ -7033,7 +7344,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0); if (__pyx_t_1) { - /* "View.MemoryView":487 + /* "View.MemoryView":524 * * if flags & PyBUF_FORMAT: * info.format = self.view.format # <<<<<<<<<<<<<< @@ -7043,7 +7354,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_3 = __pyx_v_self->view.format; __pyx_v_info->format = __pyx_t_3; - /* "View.MemoryView":486 + /* "View.MemoryView":523 * info.suboffsets = NULL * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< @@ -7053,7 +7364,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L6; } - /* "View.MemoryView":489 + /* "View.MemoryView":526 * info.format = self.view.format * else: * info.format = NULL # <<<<<<<<<<<<<< @@ -7065,7 +7376,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu } __pyx_L6:; - /* "View.MemoryView":491 + /* "View.MemoryView":528 * info.format = NULL * * info.buf = self.view.buf # <<<<<<<<<<<<<< @@ -7075,7 +7386,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_4 = __pyx_v_self->view.buf; __pyx_v_info->buf = __pyx_t_4; - /* "View.MemoryView":492 + /* "View.MemoryView":529 * * info.buf = self.view.buf * info.ndim = self.view.ndim # <<<<<<<<<<<<<< @@ -7085,7 +7396,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_5 = __pyx_v_self->view.ndim; __pyx_v_info->ndim = __pyx_t_5; - /* "View.MemoryView":493 + /* "View.MemoryView":530 * info.buf = self.view.buf * info.ndim = self.view.ndim * info.itemsize = self.view.itemsize # <<<<<<<<<<<<<< @@ -7095,7 +7406,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_6 = __pyx_v_self->view.itemsize; __pyx_v_info->itemsize = __pyx_t_6; - /* "View.MemoryView":494 + /* "View.MemoryView":531 * info.ndim = self.view.ndim * info.itemsize = self.view.itemsize * info.len = self.view.len # <<<<<<<<<<<<<< @@ -7105,7 +7416,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_6 = __pyx_v_self->view.len; __pyx_v_info->len = __pyx_t_6; - /* "View.MemoryView":495 + /* "View.MemoryView":532 * info.itemsize = self.view.itemsize * info.len = self.view.len * info.readonly = 0 # <<<<<<<<<<<<<< @@ -7114,7 +7425,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu */ __pyx_v_info->readonly = 0; - /* "View.MemoryView":496 + /* "View.MemoryView":533 * info.len = self.view.len * info.readonly = 0 * info.obj = self # <<<<<<<<<<<<<< @@ -7127,7 +7438,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = ((PyObject *)__pyx_v_self); - /* "View.MemoryView":470 + /* "View.MemoryView":507 * * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): # <<<<<<<<<<<<<< @@ -7145,17 +7456,17 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu return __pyx_r; } -/* "View.MemoryView":503 - * property T: - * @cname('__pyx_memoryview_transpose') - * def __get__(self): # <<<<<<<<<<<<<< - * cdef _memoryviewslice result = memoryview_copy(self) - * transpose_memslice(&result.from_slice) +/* "View.MemoryView":539 + * + * @property + * def T(self): # <<<<<<<<<<<<<< + * cdef _memoryviewslice result = memoryview_copy(self) + * transpose_memslice(&result.from_slice) */ /* Python wrapper */ -static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -7172,51 +7483,48 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; int __pyx_t_2; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":504 - * @cname('__pyx_memoryview_transpose') - * def __get__(self): - * cdef _memoryviewslice result = memoryview_copy(self) # <<<<<<<<<<<<<< - * transpose_memslice(&result.from_slice) - * return result + /* "View.MemoryView":540 + * @property + * def T(self): + * cdef _memoryviewslice result = memoryview_copy(self) # <<<<<<<<<<<<<< + * transpose_memslice(&result.from_slice) + * return result */ - __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 540, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) __PYX_ERR(1, 540, __pyx_L1_error) __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_1); __pyx_t_1 = 0; - /* "View.MemoryView":505 - * def __get__(self): - * cdef _memoryviewslice result = memoryview_copy(self) - * transpose_memslice(&result.from_slice) # <<<<<<<<<<<<<< - * return result + /* "View.MemoryView":541 + * def T(self): + * cdef _memoryviewslice result = memoryview_copy(self) + * transpose_memslice(&result.from_slice) # <<<<<<<<<<<<<< + * return result * */ - __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) __PYX_ERR(1, 541, __pyx_L1_error) - /* "View.MemoryView":506 - * cdef _memoryviewslice result = memoryview_copy(self) - * transpose_memslice(&result.from_slice) - * return result # <<<<<<<<<<<<<< + /* "View.MemoryView":542 + * cdef _memoryviewslice result = memoryview_copy(self) + * transpose_memslice(&result.from_slice) + * return result # <<<<<<<<<<<<<< * - * property base: + * @property */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(((PyObject *)__pyx_v_result)); __pyx_r = ((PyObject *)__pyx_v_result); goto __pyx_L0; - /* "View.MemoryView":503 - * property T: - * @cname('__pyx_memoryview_transpose') - * def __get__(self): # <<<<<<<<<<<<<< - * cdef _memoryviewslice result = memoryview_copy(self) - * transpose_memslice(&result.from_slice) + /* "View.MemoryView":539 + * + * @property + * def T(self): # <<<<<<<<<<<<<< + * cdef _memoryviewslice result = memoryview_copy(self) + * transpose_memslice(&result.from_slice) */ /* function exit code */ @@ -7231,17 +7539,17 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct _ return __pyx_r; } -/* "View.MemoryView":510 - * property base: - * @cname('__pyx_memoryview__get__base') - * def __get__(self): # <<<<<<<<<<<<<< - * return self.obj +/* "View.MemoryView":545 + * + * @property + * def base(self): # <<<<<<<<<<<<<< + * return self.obj * */ /* Python wrapper */ -static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -7257,23 +7565,23 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struc __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":511 - * @cname('__pyx_memoryview__get__base') - * def __get__(self): - * return self.obj # <<<<<<<<<<<<<< + /* "View.MemoryView":546 + * @property + * def base(self): + * return self.obj # <<<<<<<<<<<<<< * - * property shape: + * @property */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(__pyx_v_self->obj); __pyx_r = __pyx_v_self->obj; goto __pyx_L0; - /* "View.MemoryView":510 - * property base: - * @cname('__pyx_memoryview__get__base') - * def __get__(self): # <<<<<<<<<<<<<< - * return self.obj + /* "View.MemoryView":545 + * + * @property + * def base(self): # <<<<<<<<<<<<<< + * return self.obj * */ @@ -7284,17 +7592,17 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struc return __pyx_r; } -/* "View.MemoryView":515 - * property shape: - * @cname('__pyx_memoryview_get_shape') - * def __get__(self): # <<<<<<<<<<<<<< - * return tuple([length for length in self.view.shape[:self.view.ndim]]) +/* "View.MemoryView":549 + * + * @property + * def shape(self): # <<<<<<<<<<<<<< + * return tuple([length for length in self.view.shape[:self.view.ndim]]) * */ /* Python wrapper */ -static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -7314,42 +7622,39 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(stru Py_ssize_t *__pyx_t_3; Py_ssize_t *__pyx_t_4; PyObject *__pyx_t_5 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":516 - * @cname('__pyx_memoryview_get_shape') - * def __get__(self): - * return tuple([length for length in self.view.shape[:self.view.ndim]]) # <<<<<<<<<<<<<< + /* "View.MemoryView":550 + * @property + * def shape(self): + * return tuple([length for length in self.view.shape[:self.view.ndim]]) # <<<<<<<<<<<<<< * - * property strides: + * @property */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 550, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim); for (__pyx_t_4 = __pyx_v_self->view.shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) { __pyx_t_2 = __pyx_t_4; __pyx_v_length = (__pyx_t_2[0]); - __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 550, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_5); - if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) __PYX_ERR(1, 550, __pyx_L1_error) __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; 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/*proto*/ -static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -7750,24 +8043,21 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(str PyObject *__pyx_t_1 = NULL; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":548 - * @cname('__pyx_memoryview_get_nbytes') - * def __get__(self): - * return self.size * self.view.itemsize # <<<<<<<<<<<<<< + /* "View.MemoryView":577 + * @property + * def nbytes(self): + * return self.size * self.view.itemsize # <<<<<<<<<<<<<< * - * property size: + * @property */ __Pyx_XDECREF(__pyx_r); 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/*proto*/ -static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -7828,66 +8118,63 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc Py_ssize_t *__pyx_t_4; Py_ssize_t *__pyx_t_5; PyObject *__pyx_t_6 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":553 - * @cname('__pyx_memoryview_get_size') - * def __get__(self): - * if self._size is None: # <<<<<<<<<<<<<< - * result = 1 + /* "View.MemoryView":581 + * @property + * def size(self): + * if self._size is None: # <<<<<<<<<<<<<< + * result = 1 * */ __pyx_t_1 = (__pyx_v_self->_size == Py_None); 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if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), ((char *)"c"), __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) __PYX_ERR(1, 622, __pyx_L1_error) __pyx_v_mslice = __pyx_t_1; - /* "View.MemoryView":599 + /* "View.MemoryView":627 * self.dtype_is_object) * * return memoryview_copy_from_slice(self, &mslice) # <<<<<<<<<<<<<< @@ -8421,14 +8693,14 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20 * def copy_fortran(self): */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_mslice)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_mslice)); 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if (unlikely(PyErr_Occurred())) __PYX_ERR(1, 634, __pyx_L1_error) __pyx_v_dst = __pyx_t_1; - /* "View.MemoryView":611 + /* "View.MemoryView":639 * self.dtype_is_object) * * return memoryview_copy_from_slice(self, &dst) # <<<<<<<<<<<<<< @@ -8516,13 +8785,13 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22 * */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 611; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 639, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; goto __pyx_L0; - /* "View.MemoryView":601 + /* "View.MemoryView":629 * return memoryview_copy_from_slice(self, &mslice) * * def copy_fortran(self): # <<<<<<<<<<<<<< @@ -8541,7 +8810,7 @@ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22 return __pyx_r; } -/* "View.MemoryView":615 +/* "View.MemoryView":643 * * @cname('__pyx_memoryview_new') * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo): # <<<<<<<<<<<<<< @@ -8556,23 +8825,20 @@ static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, in PyObject *__pyx_t_1 = NULL; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memoryview_cwrapper", 0); - /* "View.MemoryView":616 + /* "View.MemoryView":644 * @cname('__pyx_memoryview_new') * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo): * cdef memoryview result = memoryview(o, flags, dtype_is_object) # <<<<<<<<<<<<<< * result.typeinfo = typeinfo * return result */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 644, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 644, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 644, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(__pyx_v_o); __Pyx_GIVEREF(__pyx_v_o); @@ -8583,13 +8849,13 @@ static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, in PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2); __pyx_t_1 = 0; __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 644, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryview_obj *)__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":617 + /* "View.MemoryView":645 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo): * cdef memoryview result = memoryview(o, flags, dtype_is_object) * result.typeinfo = typeinfo # <<<<<<<<<<<<<< @@ -8598,7 +8864,7 @@ static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, in */ __pyx_v_result->typeinfo = __pyx_v_typeinfo; - /* "View.MemoryView":618 + /* "View.MemoryView":646 * cdef memoryview result = memoryview(o, flags, dtype_is_object) * result.typeinfo = typeinfo * return result # <<<<<<<<<<<<<< @@ -8610,7 +8876,7 @@ static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, in __pyx_r = ((PyObject *)__pyx_v_result); goto __pyx_L0; - /* "View.MemoryView":615 + /* "View.MemoryView":643 * * @cname('__pyx_memoryview_new') * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo): # <<<<<<<<<<<<<< @@ -8632,7 +8898,7 @@ static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, in return __pyx_r; } -/* "View.MemoryView":621 +/* "View.MemoryView":649 * * @cname('__pyx_memoryview_check') * cdef inline bint memoryview_check(object o): # <<<<<<<<<<<<<< @@ -8646,7 +8912,7 @@ static CYTHON_INLINE int __pyx_memoryview_check(PyObject *__pyx_v_o) { int __pyx_t_1; __Pyx_RefNannySetupContext("memoryview_check", 0); - /* "View.MemoryView":622 + /* "View.MemoryView":650 * @cname('__pyx_memoryview_check') * cdef inline bint memoryview_check(object o): * return isinstance(o, memoryview) # <<<<<<<<<<<<<< @@ -8657,7 +8923,7 @@ static CYTHON_INLINE int __pyx_memoryview_check(PyObject *__pyx_v_o) { __pyx_r = __pyx_t_1; goto __pyx_L0; - /* "View.MemoryView":621 + /* "View.MemoryView":649 * * @cname('__pyx_memoryview_check') * cdef inline bint memoryview_check(object o): # <<<<<<<<<<<<<< @@ -8671,7 +8937,7 @@ static CYTHON_INLINE int __pyx_memoryview_check(PyObject *__pyx_v_o) { return __pyx_r; 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__pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 662, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __pyx_v_result = ((PyObject*)__pyx_t_3); __pyx_t_3 = 0; - /* "View.MemoryView":635 + /* "View.MemoryView":663 * * result = [] * have_slices = False # <<<<<<<<<<<<<< @@ -8775,7 +9038,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { */ __pyx_v_have_slices = 0; - /* "View.MemoryView":636 + /* "View.MemoryView":664 * result = [] * have_slices = False * seen_ellipsis = False # <<<<<<<<<<<<<< @@ -8784,7 +9047,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { */ __pyx_v_seen_ellipsis = 0; - /* "View.MemoryView":637 + /* "View.MemoryView":665 * have_slices = False * seen_ellipsis = False * for idx, item in enumerate(tup): # <<<<<<<<<<<<<< @@ -8797,26 +9060,26 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_4 = __pyx_v_tup; 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) __PYX_ERR(1, 665, __pyx_L1_error) #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) __PYX_ERR(1, 665, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_7); #endif } else { if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) __PYX_ERR(1, 665, __pyx_L1_error) #else - __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); 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__pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_7)) __PYX_ERR(1, 665, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = __pyx_t_7; __pyx_t_7 = 0; - /* "View.MemoryView":638 + /* "View.MemoryView":666 * seen_ellipsis = False * for idx, item in enumerate(tup): * if item is Ellipsis: # <<<<<<<<<<<<<< @@ -8853,7 +9116,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_1 = (__pyx_t_2 != 0); if (__pyx_t_1) { - /* "View.MemoryView":639 + /* "View.MemoryView":667 * for idx, item in enumerate(tup): * if item is Ellipsis: * if not seen_ellipsis: # <<<<<<<<<<<<<< @@ -8863,15 +9126,15 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_1 = ((!(__pyx_v_seen_ellipsis != 0)) != 0); if (__pyx_t_1) { - /* "View.MemoryView":640 + /* "View.MemoryView":668 * if item is Ellipsis: * if not seen_ellipsis: * result.extend([slice(None)] * (ndim - len(tup) + 1)) # <<<<<<<<<<<<<< * seen_ellipsis = True * else: */ - __pyx_t_8 = PyObject_Length(__pyx_v_tup); 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__pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) __PYX_ERR(1, 668, __pyx_L1_error) __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - /* "View.MemoryView":641 + /* "View.MemoryView":669 * if not seen_ellipsis: * result.extend([slice(None)] * (ndim - len(tup) + 1)) * seen_ellipsis = True # <<<<<<<<<<<<<< @@ -8892,7 +9155,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { */ __pyx_v_seen_ellipsis = 1; - /* "View.MemoryView":639 + /* "View.MemoryView":667 * for idx, item in enumerate(tup): * if item is Ellipsis: * if not seen_ellipsis: # <<<<<<<<<<<<<< @@ -8902,7 +9165,7 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { goto __pyx_L7; } - /* "View.MemoryView":643 + /* "View.MemoryView":671 * seen_ellipsis = True * else: * result.append(slice(None)) # <<<<<<<<<<<<<< @@ -8910,11 +9173,11 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { * else: */ /*else*/ { - __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__11); 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if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) __PYX_ERR(1, 680, __pyx_L1_error) __pyx_v_nslices = (__pyx_v_ndim - __pyx_t_5); - /* "View.MemoryView":653 + /* "View.MemoryView":681 * * nslices = ndim - len(result) * if nslices: # <<<<<<<<<<<<<< @@ -9044,14 +9307,14 @@ static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { __pyx_t_1 = (__pyx_v_nslices != 0); if (__pyx_t_1) { - /* "View.MemoryView":654 + /* "View.MemoryView":682 * nslices = ndim - len(result) * if nslices: * result.extend([slice(None)] * nslices) # <<<<<<<<<<<<<< * * return have_slices or nslices, tuple(result) */ - __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); 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if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 689, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_5); __Pyx_Raise(__pyx_t_5, 0, 0, 0); __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 689, __pyx_L1_error) - /* "View.MemoryView":660 + /* "View.MemoryView":688 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim): * for suboffset in suboffsets[:ndim]: * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -9200,7 +9460,7 @@ static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __ } } - /* "View.MemoryView":658 + /* "View.MemoryView":686 * return have_slices or nslices, tuple(result) * * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim): # <<<<<<<<<<<<<< @@ -9221,7 +9481,7 @@ static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __ return __pyx_r; } -/* "View.MemoryView":668 +/* "View.MemoryView":696 * * @cname('__pyx_memview_slice') * cdef memoryview memview_slice(memoryview memview, object indices): # <<<<<<<<<<<<<< @@ -9260,12 +9520,9 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ Py_ssize_t __pyx_t_10; int __pyx_t_11; Py_ssize_t __pyx_t_12; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memview_slice", 0); - /* "View.MemoryView":669 + /* "View.MemoryView":697 * @cname('__pyx_memview_slice') * cdef memoryview memview_slice(memoryview memview, object indices): * cdef int new_ndim = 0, suboffset_dim = -1, dim # <<<<<<<<<<<<<< @@ -9275,7 +9532,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_v_new_ndim = 0; __pyx_v_suboffset_dim = -1; - /* "View.MemoryView":676 + /* "View.MemoryView":704 * * * memset(&dst, 0, sizeof(dst)) # <<<<<<<<<<<<<< @@ -9284,7 +9541,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ */ memset((&__pyx_v_dst), 0, (sizeof(__pyx_v_dst))); 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__pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) __PYX_ERR(1, 711, __pyx_L1_error) __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_memviewsliceobj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); __pyx_t_3 = 0; - /* "View.MemoryView":684 + /* "View.MemoryView":712 * if isinstance(memview, _memoryviewslice): * memviewsliceobj = memview * p_src = &memviewsliceobj.from_slice # <<<<<<<<<<<<<< @@ -9333,7 +9590,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ */ __pyx_v_p_src = (&__pyx_v_memviewsliceobj->from_slice); - /* "View.MemoryView":682 + /* "View.MemoryView":710 * assert memview.view.ndim > 0 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -9343,7 +9600,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ goto __pyx_L3; } - /* "View.MemoryView":686 + /* "View.MemoryView":714 * p_src = &memviewsliceobj.from_slice * else: * slice_copy(memview, &src) # <<<<<<<<<<<<<< @@ -9353,7 +9610,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ /*else*/ { __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_src)); - /* "View.MemoryView":687 + /* "View.MemoryView":715 * else: * slice_copy(memview, &src) * p_src = &src # <<<<<<<<<<<<<< @@ -9364,7 +9621,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ } __pyx_L3:; - /* "View.MemoryView":693 + /* "View.MemoryView":721 * * * dst.memview = p_src.memview # <<<<<<<<<<<<<< @@ -9374,7 +9631,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_4 = __pyx_v_p_src->memview; __pyx_v_dst.memview = __pyx_t_4; - /* "View.MemoryView":694 + /* "View.MemoryView":722 * * dst.memview = p_src.memview * dst.data = p_src.data # <<<<<<<<<<<<<< @@ -9384,7 +9641,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_5 = __pyx_v_p_src->data; 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__pyx_t_7++; if (unlikely(0 < 0)) __PYX_ERR(1, 732, __pyx_L1_error) #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 732, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); #endif } else { if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) __PYX_ERR(1, 732, __pyx_L1_error) #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 732, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); #endif } @@ -9443,7 +9700,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + else __PYX_ERR(1, 732, __pyx_L1_error) } break; } @@ -9454,7 +9711,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_v_dim = __pyx_t_6; __pyx_t_6 = (__pyx_t_6 + 1); - /* "View.MemoryView":705 + /* "View.MemoryView":733 * * for dim, index in enumerate(indices): * if PyIndex_Check(index): # <<<<<<<<<<<<<< @@ -9464,25 +9721,25 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_2 = (PyIndex_Check(__pyx_v_index) != 0); if (__pyx_t_2) { - /* "View.MemoryView":709 + /* "View.MemoryView":737 * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, * index, 0, 0, # start, stop, step # <<<<<<<<<<<<<< * 0, 0, 0, # have_{start,stop,step} * False) */ - __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 737, __pyx_L1_error) - /* "View.MemoryView":706 + /* "View.MemoryView":734 * for dim, index in enumerate(indices): * if PyIndex_Check(index): * slice_memviewslice( # <<<<<<<<<<<<<< * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) __PYX_ERR(1, 734, __pyx_L1_error) - /* "View.MemoryView":705 + /* "View.MemoryView":733 * * for dim, index in enumerate(indices): * if PyIndex_Check(index): # <<<<<<<<<<<<<< @@ -9492,7 +9749,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ goto __pyx_L6; } - /* "View.MemoryView":712 + /* "View.MemoryView":740 * 0, 0, 0, # have_{start,stop,step} * False) * elif index is None: # <<<<<<<<<<<<<< @@ -9503,7 +9760,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_1 = (__pyx_t_2 != 0); if (__pyx_t_1) { - /* "View.MemoryView":713 + /* "View.MemoryView":741 * False) * elif index is None: * p_dst.shape[new_ndim] = 1 # <<<<<<<<<<<<<< @@ -9512,7 +9769,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ */ (__pyx_v_p_dst->shape[__pyx_v_new_ndim]) = 1; 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} - /* "View.MemoryView":718 + /* "View.MemoryView":746 * new_ndim += 1 * else: * start = index.start or 0 # <<<<<<<<<<<<<< @@ -9557,13 +9814,13 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ * step = index.step or 0 */ /*else*/ { - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 746, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(1, 746, __pyx_L1_error) if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 746, __pyx_L1_error) __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L7_bool_binop_done; @@ -9572,20 +9829,20 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_L7_bool_binop_done:; __pyx_v_start = __pyx_t_10; - /* "View.MemoryView":719 + /* "View.MemoryView":747 * else: * start = index.start or 0 * stop = index.stop or 0 # <<<<<<<<<<<<<< * step = index.step or 0 * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 747, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(1, 747, __pyx_L1_error) if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 747, __pyx_L1_error) __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L9_bool_binop_done; @@ -9594,20 +9851,20 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_L9_bool_binop_done:; __pyx_v_stop = __pyx_t_10; - /* "View.MemoryView":720 + /* "View.MemoryView":748 * start = index.start or 0 * stop = index.stop or 0 * step = index.step or 0 # <<<<<<<<<<<<<< * * have_start = index.start is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 748, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(1, 748, __pyx_L1_error) if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 748, __pyx_L1_error) __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L11_bool_binop_done; @@ -9616,55 +9873,55 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_L11_bool_binop_done:; __pyx_v_step = __pyx_t_10; - /* "View.MemoryView":722 + /* "View.MemoryView":750 * step = index.step or 0 * * have_start = index.start is not None # <<<<<<<<<<<<<< * have_stop = index.stop is not None * have_step = index.step is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 750, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_v_have_start = __pyx_t_1; - /* "View.MemoryView":723 + /* "View.MemoryView":751 * * have_start = index.start is not None * have_stop = index.stop is not None # <<<<<<<<<<<<<< * have_step = index.step is not None * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 751, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_v_have_stop = __pyx_t_1; - /* "View.MemoryView":724 + /* "View.MemoryView":752 * have_start = index.start is not None * have_stop = index.stop is not None * have_step = index.step is not None # <<<<<<<<<<<<<< * * slice_memviewslice( */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 752, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_v_have_step = __pyx_t_1; - /* "View.MemoryView":726 + /* "View.MemoryView":754 * have_step = index.step is not None * * slice_memviewslice( # <<<<<<<<<<<<<< * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) __PYX_ERR(1, 754, __pyx_L1_error) - /* "View.MemoryView":732 + /* "View.MemoryView":760 * have_start, have_stop, have_step, * True) * new_ndim += 1 # <<<<<<<<<<<<<< @@ -9675,7 +9932,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ } __pyx_L6:; - /* "View.MemoryView":704 + /* "View.MemoryView":732 * cdef bint have_start, have_stop, have_step * * for dim, index in enumerate(indices): # <<<<<<<<<<<<<< @@ -9685,7 +9942,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - /* "View.MemoryView":734 + /* "View.MemoryView":762 * new_ndim += 1 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -9696,7 +9953,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":735 + /* "View.MemoryView":763 * * if isinstance(memview, _memoryviewslice): * return memoryview_fromslice(dst, new_ndim, # <<<<<<<<<<<<<< @@ -9705,39 +9962,39 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ */ __Pyx_XDECREF(((PyObject *)__pyx_r)); - /* "View.MemoryView":736 + /* "View.MemoryView":764 * if isinstance(memview, _memoryviewslice): * return memoryview_fromslice(dst, new_ndim, * memviewsliceobj.to_object_func, # <<<<<<<<<<<<<< * memviewsliceobj.to_dtype_func, * memview.dtype_is_object) */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(1, 764, __pyx_L1_error) } - /* "View.MemoryView":737 + /* "View.MemoryView":765 * return memoryview_fromslice(dst, new_ndim, * memviewsliceobj.to_object_func, * memviewsliceobj.to_dtype_func, # <<<<<<<<<<<<<< * memview.dtype_is_object) * else: */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(1, 765, __pyx_L1_error) } - /* "View.MemoryView":735 + /* "View.MemoryView":763 * * if isinstance(memview, _memoryviewslice): * return memoryview_fromslice(dst, new_ndim, # <<<<<<<<<<<<<< * memviewsliceobj.to_object_func, * memviewsliceobj.to_dtype_func, */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 763, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(1, 763, __pyx_L1_error) __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; - /* "View.MemoryView":734 + /* "View.MemoryView":762 * new_ndim += 1 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -9746,7 +10003,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ */ } - /* "View.MemoryView":740 + /* "View.MemoryView":768 * memview.dtype_is_object) * else: * return memoryview_fromslice(dst, new_ndim, NULL, NULL, # <<<<<<<<<<<<<< @@ -9756,30 +10013,30 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ /*else*/ { __Pyx_XDECREF(((PyObject *)__pyx_r)); - /* "View.MemoryView":741 + /* "View.MemoryView":769 * else: * return memoryview_fromslice(dst, new_ndim, NULL, NULL, * memview.dtype_is_object) # <<<<<<<<<<<<<< * * */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 768, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); - /* "View.MemoryView":740 + /* "View.MemoryView":768 * memview.dtype_is_object) * else: * return memoryview_fromslice(dst, new_ndim, NULL, NULL, # <<<<<<<<<<<<<< * memview.dtype_is_object) * */ - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(1, 768, __pyx_L1_error) __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; } - /* "View.MemoryView":668 + /* "View.MemoryView":696 * * @cname('__pyx_memview_slice') * cdef memoryview memview_slice(memoryview memview, object indices): # <<<<<<<<<<<<<< @@ -9801,7 +10058,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ return __pyx_r; } -/* "View.MemoryView":765 +/* "View.MemoryView":793 * * @cname('__pyx_memoryview_slice_memviewslice') * cdef int slice_memviewslice( # <<<<<<<<<<<<<< @@ -9816,11 +10073,8 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - /* "View.MemoryView":785 + /* "View.MemoryView":813 * cdef bint negative_step * * if not is_slice: # <<<<<<<<<<<<<< @@ -9830,7 +10084,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0); if (__pyx_t_1) { - /* "View.MemoryView":787 + /* "View.MemoryView":815 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< @@ -9840,7 +10094,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_1 = ((__pyx_v_start < 0) != 0); if (__pyx_t_1) { - /* "View.MemoryView":788 + /* "View.MemoryView":816 * * if start < 0: * start += shape # <<<<<<<<<<<<<< @@ -9849,7 +10103,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); - /* "View.MemoryView":787 + /* "View.MemoryView":815 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< @@ -9858,7 +10112,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":789 + /* "View.MemoryView":817 * if start < 0: * start += shape * if not 0 <= start < shape: # <<<<<<<<<<<<<< @@ -9872,16 +10126,16 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":790 + /* "View.MemoryView":818 * start += shape * if not 0 <= start < shape: * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) # <<<<<<<<<<<<<< * else: * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"Index out of bounds (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(1, 818, __pyx_L1_error) - /* "View.MemoryView":789 + /* "View.MemoryView":817 * if start < 0: * start += shape * if not 0 <= start < shape: # <<<<<<<<<<<<<< @@ -9890,7 +10144,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":785 + /* "View.MemoryView":813 * cdef bint negative_step * * if not is_slice: # <<<<<<<<<<<<<< @@ -9900,7 +10154,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L3; } - /* "View.MemoryView":793 + /* "View.MemoryView":821 * else: * * negative_step = have_step != 0 and step < 0 # <<<<<<<<<<<<<< @@ -9919,7 +10173,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_L6_bool_binop_done:; __pyx_v_negative_step = __pyx_t_2; - /* "View.MemoryView":795 + /* "View.MemoryView":823 * negative_step = have_step != 0 and step < 0 * * if have_step and step == 0: # <<<<<<<<<<<<<< @@ -9937,16 +10191,16 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_L9_bool_binop_done:; if (__pyx_t_2) { - /* "View.MemoryView":796 + /* "View.MemoryView":824 * * if have_step and step == 0: * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) # <<<<<<<<<<<<<< * * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Step may not be zero (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(1, 824, __pyx_L1_error) - /* "View.MemoryView":795 + /* "View.MemoryView":823 * negative_step = have_step != 0 and step < 0 * * if have_step and step == 0: # <<<<<<<<<<<<<< @@ -9955,7 +10209,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":799 + /* "View.MemoryView":827 * * * if have_start: # <<<<<<<<<<<<<< @@ -9965,7 +10219,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_have_start != 0); if (__pyx_t_2) { - /* "View.MemoryView":800 + /* "View.MemoryView":828 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< @@ -9975,7 +10229,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_start < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":801 + /* "View.MemoryView":829 * if have_start: * if start < 0: * start += shape # <<<<<<<<<<<<<< @@ -9984,7 +10238,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); - /* "View.MemoryView":802 + /* "View.MemoryView":830 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< @@ -9994,7 +10248,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_start < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":803 + /* "View.MemoryView":831 * start += shape * if start < 0: * start = 0 # <<<<<<<<<<<<<< @@ -10003,7 +10257,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = 0; - /* "View.MemoryView":802 + /* "View.MemoryView":830 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< @@ -10012,7 +10266,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":800 + /* "View.MemoryView":828 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< @@ -10022,7 +10276,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L12; } - /* "View.MemoryView":804 + /* "View.MemoryView":832 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< @@ -10032,7 +10286,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0); if (__pyx_t_2) { - /* "View.MemoryView":805 + /* "View.MemoryView":833 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< @@ -10042,7 +10296,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { - /* "View.MemoryView":806 + /* "View.MemoryView":834 * elif start >= shape: * if negative_step: * start = shape - 1 # <<<<<<<<<<<<<< @@ -10051,7 +10305,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_shape - 1); - /* "View.MemoryView":805 + /* "View.MemoryView":833 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< @@ -10061,7 +10315,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L14; } - /* "View.MemoryView":808 + /* "View.MemoryView":836 * start = shape - 1 * else: * start = shape # <<<<<<<<<<<<<< @@ -10073,7 +10327,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L14:; - /* "View.MemoryView":804 + /* "View.MemoryView":832 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< @@ -10083,7 +10337,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L12:; - /* "View.MemoryView":799 + /* "View.MemoryView":827 * * * if have_start: # <<<<<<<<<<<<<< @@ -10093,7 +10347,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L11; } - /* "View.MemoryView":810 + /* "View.MemoryView":838 * start = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10104,7 +10358,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { - /* "View.MemoryView":811 + /* "View.MemoryView":839 * else: * if negative_step: * start = shape - 1 # <<<<<<<<<<<<<< @@ -10113,7 +10367,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_shape - 1); - /* "View.MemoryView":810 + /* "View.MemoryView":838 * start = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10123,7 +10377,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L15; } - /* "View.MemoryView":813 + /* "View.MemoryView":841 * start = shape - 1 * else: * start = 0 # <<<<<<<<<<<<<< @@ -10137,7 +10391,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L11:; - /* "View.MemoryView":815 + /* "View.MemoryView":843 * start = 0 * * if have_stop: # <<<<<<<<<<<<<< @@ -10147,7 +10401,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_have_stop != 0); if (__pyx_t_2) { - /* "View.MemoryView":816 + /* "View.MemoryView":844 * * if have_stop: * if stop < 0: # <<<<<<<<<<<<<< @@ -10157,7 +10411,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_stop < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":817 + /* "View.MemoryView":845 * if have_stop: * if stop < 0: * stop += shape # <<<<<<<<<<<<<< @@ -10166,7 +10420,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape); - /* "View.MemoryView":818 + /* "View.MemoryView":846 * if stop < 0: * stop += shape * if stop < 0: # <<<<<<<<<<<<<< @@ -10176,7 +10430,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_stop < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":819 + /* "View.MemoryView":847 * stop += shape * if stop < 0: * stop = 0 # <<<<<<<<<<<<<< @@ -10185,7 +10439,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = 0; - /* "View.MemoryView":818 + /* "View.MemoryView":846 * if stop < 0: * stop += shape * if stop < 0: # <<<<<<<<<<<<<< @@ -10194,7 +10448,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":816 + /* "View.MemoryView":844 * * if have_stop: * if stop < 0: # <<<<<<<<<<<<<< @@ -10204,7 +10458,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L17; } - /* "View.MemoryView":820 + /* "View.MemoryView":848 * if stop < 0: * stop = 0 * elif stop > shape: # <<<<<<<<<<<<<< @@ -10214,7 +10468,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0); if (__pyx_t_2) { - /* "View.MemoryView":821 + /* "View.MemoryView":849 * stop = 0 * elif stop > shape: * stop = shape # <<<<<<<<<<<<<< @@ -10223,7 +10477,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = __pyx_v_shape; - /* "View.MemoryView":820 + /* "View.MemoryView":848 * if stop < 0: * stop = 0 * elif stop > shape: # <<<<<<<<<<<<<< @@ -10233,7 +10487,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L17:; - /* "View.MemoryView":815 + /* "View.MemoryView":843 * start = 0 * * if have_stop: # <<<<<<<<<<<<<< @@ -10243,7 +10497,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L16; } - /* "View.MemoryView":823 + /* "View.MemoryView":851 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10254,7 +10508,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { - /* "View.MemoryView":824 + /* "View.MemoryView":852 * else: * if negative_step: * stop = -1 # <<<<<<<<<<<<<< @@ -10263,7 +10517,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = -1L; - /* "View.MemoryView":823 + /* "View.MemoryView":851 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10273,7 +10527,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L19; } - /* "View.MemoryView":826 + /* "View.MemoryView":854 * stop = -1 * else: * stop = shape # <<<<<<<<<<<<<< @@ -10287,7 +10541,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L16:; - /* "View.MemoryView":828 + /* "View.MemoryView":856 * stop = shape * * if not have_step: # <<<<<<<<<<<<<< @@ -10297,7 +10551,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":829 + /* "View.MemoryView":857 * * if not have_step: * step = 1 # <<<<<<<<<<<<<< @@ -10306,7 +10560,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_step = 1; - /* "View.MemoryView":828 + /* "View.MemoryView":856 * stop = shape * * if not have_step: # <<<<<<<<<<<<<< @@ -10315,7 +10569,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":833 + /* "View.MemoryView":861 * * with cython.cdivision(True): * new_shape = (stop - start) // step # <<<<<<<<<<<<<< @@ -10324,7 +10578,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step); - /* "View.MemoryView":835 + /* "View.MemoryView":863 * new_shape = (stop - start) // step * * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< @@ -10334,7 +10588,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":836 + /* "View.MemoryView":864 * * if (stop - start) - step * new_shape: * new_shape += 1 # <<<<<<<<<<<<<< @@ -10343,7 +10597,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_new_shape = (__pyx_v_new_shape + 1); - /* "View.MemoryView":835 + /* "View.MemoryView":863 * new_shape = (stop - start) // step * * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< @@ -10352,7 +10606,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":838 + /* "View.MemoryView":866 * new_shape += 1 * * if new_shape < 0: # <<<<<<<<<<<<<< @@ -10362,7 +10616,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":839 + /* "View.MemoryView":867 * * if new_shape < 0: * new_shape = 0 # <<<<<<<<<<<<<< @@ -10371,7 +10625,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_new_shape = 0; - /* "View.MemoryView":838 + /* "View.MemoryView":866 * new_shape += 1 * * if new_shape < 0: # <<<<<<<<<<<<<< @@ -10380,7 +10634,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":842 + /* "View.MemoryView":870 * * * dst.strides[new_ndim] = stride * step # <<<<<<<<<<<<<< @@ -10389,7 +10643,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step); - /* "View.MemoryView":843 + /* "View.MemoryView":871 * * dst.strides[new_ndim] = stride * step * dst.shape[new_ndim] = new_shape # <<<<<<<<<<<<<< @@ -10398,7 +10652,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape; - /* "View.MemoryView":844 + /* "View.MemoryView":872 * dst.strides[new_ndim] = stride * step * dst.shape[new_ndim] = new_shape * dst.suboffsets[new_ndim] = suboffset # <<<<<<<<<<<<<< @@ -10409,7 +10663,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L3:; - /* "View.MemoryView":847 + /* "View.MemoryView":875 * * * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< @@ -10419,7 +10673,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":848 + /* "View.MemoryView":876 * * if suboffset_dim[0] < 0: * dst.data += start * stride # <<<<<<<<<<<<<< @@ -10428,7 +10682,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride)); - /* "View.MemoryView":847 + /* "View.MemoryView":875 * * * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< @@ -10438,7 +10692,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L23; } - /* "View.MemoryView":850 + /* "View.MemoryView":878 * dst.data += start * stride * else: * dst.suboffsets[suboffset_dim[0]] += start * stride # <<<<<<<<<<<<<< @@ -10451,7 +10705,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L23:; - /* "View.MemoryView":852 + /* "View.MemoryView":880 * dst.suboffsets[suboffset_dim[0]] += start * stride * * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -10461,7 +10715,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":853 + /* "View.MemoryView":881 * * if suboffset >= 0: * if not is_slice: # <<<<<<<<<<<<<< @@ -10471,7 +10725,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":854 + /* "View.MemoryView":882 * if suboffset >= 0: * if not is_slice: * if new_ndim == 0: # <<<<<<<<<<<<<< @@ -10481,7 +10735,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":855 + /* "View.MemoryView":883 * if not is_slice: * if new_ndim == 0: * dst.data = ( dst.data)[0] + suboffset # <<<<<<<<<<<<<< @@ -10490,7 +10744,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset); - /* "View.MemoryView":854 + /* "View.MemoryView":882 * if suboffset >= 0: * if not is_slice: * if new_ndim == 0: # <<<<<<<<<<<<<< @@ -10500,7 +10754,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L26; } - /* "View.MemoryView":857 + /* "View.MemoryView":885 * dst.data = ( dst.data)[0] + suboffset * else: * _err_dim(IndexError, "All dimensions preceding dimension %d " # <<<<<<<<<<<<<< @@ -10509,18 +10763,18 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ /*else*/ { - /* "View.MemoryView":858 + /* "View.MemoryView":886 * else: * _err_dim(IndexError, "All dimensions preceding dimension %d " * "must be indexed and not sliced", dim) # <<<<<<<<<<<<<< * else: * suboffset_dim[0] = new_ndim */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"All dimensions preceding dimension %d must be indexed and not sliced"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(1, 885, __pyx_L1_error) } __pyx_L26:; - /* "View.MemoryView":853 + /* "View.MemoryView":881 * * if suboffset >= 0: * if not is_slice: # <<<<<<<<<<<<<< @@ -10530,7 +10784,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L25; } - /* "View.MemoryView":860 + /* "View.MemoryView":888 * "must be indexed and not sliced", dim) * else: * suboffset_dim[0] = new_ndim # <<<<<<<<<<<<<< @@ -10542,7 +10796,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L25:; - /* "View.MemoryView":852 + /* "View.MemoryView":880 * dst.suboffsets[suboffset_dim[0]] += start * stride * * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -10551,7 +10805,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":862 + /* "View.MemoryView":890 * suboffset_dim[0] = new_ndim * * return 0 # <<<<<<<<<<<<<< @@ -10561,7 +10815,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_r = 0; goto __pyx_L0; - /* "View.MemoryView":765 + /* "View.MemoryView":793 * * @cname('__pyx_memoryview_slice_memviewslice') * cdef int slice_memviewslice( # <<<<<<<<<<<<<< @@ -10585,7 +10839,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, return __pyx_r; } -/* "View.MemoryView":868 +/* "View.MemoryView":896 * * @cname('__pyx_pybuffer_index') * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, # <<<<<<<<<<<<<< @@ -10605,12 +10859,9 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P int __pyx_t_2; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("pybuffer_index", 0); - /* "View.MemoryView":870 + /* "View.MemoryView":898 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, * Py_ssize_t dim) except NULL: * cdef Py_ssize_t shape, stride, suboffset = -1 # <<<<<<<<<<<<<< @@ -10619,7 +10870,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_suboffset = -1L; - /* "View.MemoryView":871 + /* "View.MemoryView":899 * Py_ssize_t dim) except NULL: * cdef Py_ssize_t shape, stride, suboffset = -1 * cdef Py_ssize_t itemsize = view.itemsize # <<<<<<<<<<<<<< @@ -10629,7 +10880,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_1 = __pyx_v_view->itemsize; __pyx_v_itemsize = __pyx_t_1; - /* "View.MemoryView":874 + /* "View.MemoryView":902 * cdef char *resultp * * if view.ndim == 0: # <<<<<<<<<<<<<< @@ -10639,7 +10890,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_2 = ((__pyx_v_view->ndim == 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":875 + /* "View.MemoryView":903 * * if view.ndim == 0: * shape = view.len / itemsize # <<<<<<<<<<<<<< @@ -10648,15 +10899,15 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 903, __pyx_L1_error) } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 903, __pyx_L1_error) } __pyx_v_shape = (__pyx_v_view->len / __pyx_v_itemsize); - /* "View.MemoryView":876 + /* "View.MemoryView":904 * if view.ndim == 0: * shape = view.len / itemsize * stride = itemsize # <<<<<<<<<<<<<< @@ -10665,7 +10916,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_stride = __pyx_v_itemsize; - /* "View.MemoryView":874 + /* "View.MemoryView":902 * cdef char *resultp * * if view.ndim == 0: # <<<<<<<<<<<<<< @@ -10675,7 +10926,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P goto __pyx_L3; } - /* "View.MemoryView":878 + /* "View.MemoryView":906 * stride = itemsize * else: * shape = view.shape[dim] # <<<<<<<<<<<<<< @@ -10685,7 +10936,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P /*else*/ { __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]); - /* "View.MemoryView":879 + /* "View.MemoryView":907 * else: * shape = view.shape[dim] * stride = view.strides[dim] # <<<<<<<<<<<<<< @@ -10694,7 +10945,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]); - /* "View.MemoryView":880 + /* "View.MemoryView":908 * shape = view.shape[dim] * stride = view.strides[dim] * if view.suboffsets != NULL: # <<<<<<<<<<<<<< @@ -10704,7 +10955,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_2 = ((__pyx_v_view->suboffsets != NULL) != 0); if (__pyx_t_2) { - /* "View.MemoryView":881 + /* "View.MemoryView":909 * stride = view.strides[dim] * if view.suboffsets != NULL: * suboffset = view.suboffsets[dim] # <<<<<<<<<<<<<< @@ -10713,7 +10964,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_suboffset = (__pyx_v_view->suboffsets[__pyx_v_dim]); 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if (__pyx_t_2) { - /* "View.MemoryView":886 + /* "View.MemoryView":914 * index += view.shape[dim] * if index < 0: * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) # <<<<<<<<<<<<<< * * if index >= shape: */ - __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 914, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 914, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 914, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 914, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_Raise(__pyx_t_4, 0, 0, 0); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 914, __pyx_L1_error) - /* "View.MemoryView":885 + /* "View.MemoryView":913 * if index < 0: * index += view.shape[dim] * if index < 0: # <<<<<<<<<<<<<< @@ -10786,7 +11037,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ } - /* "View.MemoryView":883 + /* "View.MemoryView":911 * suboffset = view.suboffsets[dim] * * if index < 0: # <<<<<<<<<<<<<< @@ -10795,7 +11046,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ } - /* "View.MemoryView":888 + /* "View.MemoryView":916 * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) * * if index >= shape: # <<<<<<<<<<<<<< @@ -10805,31 +11056,31 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_2 = ((__pyx_v_index >= __pyx_v_shape) != 0); if (__pyx_t_2) { - /* "View.MemoryView":889 + /* "View.MemoryView":917 * * if index >= shape: * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) # <<<<<<<<<<<<<< * * resultp = bufp + index * stride */ - __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 917, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 917, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 917, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_4); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 917, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - {__pyx_filename = __pyx_f[1]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __PYX_ERR(1, 917, __pyx_L1_error) - /* "View.MemoryView":888 + /* "View.MemoryView":916 * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) * * if index >= shape: # <<<<<<<<<<<<<< @@ -10838,7 +11089,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ } - /* "View.MemoryView":891 + /* "View.MemoryView":919 * raise IndexError("Out of bounds on buffer access (axis %d)" % dim) * * resultp = bufp + index * stride # <<<<<<<<<<<<<< @@ -10847,7 +11098,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_resultp = (__pyx_v_bufp + (__pyx_v_index * __pyx_v_stride)); - /* "View.MemoryView":892 + /* "View.MemoryView":920 * * resultp = bufp + index * stride * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -10857,7 +11108,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":893 + /* "View.MemoryView":921 * resultp = bufp + index * stride * if suboffset >= 0: * resultp = ( resultp)[0] + suboffset # <<<<<<<<<<<<<< @@ -10866,7 +11117,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_resultp = ((((char **)__pyx_v_resultp)[0]) + __pyx_v_suboffset); - /* "View.MemoryView":892 + /* "View.MemoryView":920 * * resultp = bufp + index * stride * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -10875,7 +11126,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ } - /* "View.MemoryView":895 + /* "View.MemoryView":923 * resultp = ( resultp)[0] + suboffset * * return resultp # <<<<<<<<<<<<<< @@ -10885,7 +11136,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_r = __pyx_v_resultp; goto __pyx_L0; - /* "View.MemoryView":868 + /* "View.MemoryView":896 * * @cname('__pyx_pybuffer_index') * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, # <<<<<<<<<<<<<< @@ -10904,7 +11155,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P return __pyx_r; } -/* "View.MemoryView":901 +/* "View.MemoryView":929 * * @cname('__pyx_memslice_transpose') * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0: # <<<<<<<<<<<<<< @@ -10927,11 +11178,8 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { int __pyx_t_6; int __pyx_t_7; int __pyx_t_8; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - /* "View.MemoryView":902 + /* "View.MemoryView":930 * @cname('__pyx_memslice_transpose') * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0: * cdef int ndim = memslice.memview.view.ndim # <<<<<<<<<<<<<< @@ -10941,7 +11189,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { __pyx_t_1 = __pyx_v_memslice->memview->view.ndim; __pyx_v_ndim = __pyx_t_1; - /* "View.MemoryView":904 + /* "View.MemoryView":932 * cdef int ndim = memslice.memview.view.ndim * * cdef Py_ssize_t *shape = memslice.shape # <<<<<<<<<<<<<< @@ -10951,7 +11199,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { __pyx_t_2 = __pyx_v_memslice->shape; __pyx_v_shape = __pyx_t_2; - /* "View.MemoryView":905 + /* "View.MemoryView":933 * * cdef Py_ssize_t *shape = memslice.shape * cdef Py_ssize_t *strides = memslice.strides # <<<<<<<<<<<<<< @@ -10961,7 +11209,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { __pyx_t_2 = __pyx_v_memslice->strides; __pyx_v_strides = __pyx_t_2; - /* "View.MemoryView":909 + /* "View.MemoryView":937 * * cdef int i, j * for i in range(ndim / 2): # <<<<<<<<<<<<<< @@ -10972,7 +11220,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_3; __pyx_t_1+=1) { __pyx_v_i = __pyx_t_1; - /* "View.MemoryView":910 + /* "View.MemoryView":938 * cdef int i, j * for i in range(ndim / 2): * j = ndim - 1 - i # <<<<<<<<<<<<<< @@ -10981,7 +11229,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { */ __pyx_v_j = ((__pyx_v_ndim - 1) - __pyx_v_i); - /* "View.MemoryView":911 + /* "View.MemoryView":939 * for i in range(ndim / 2): * j = ndim - 1 - i * strides[i], strides[j] = strides[j], strides[i] # <<<<<<<<<<<<<< @@ -10993,7 +11241,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { (__pyx_v_strides[__pyx_v_i]) = __pyx_t_4; (__pyx_v_strides[__pyx_v_j]) = __pyx_t_5; - /* "View.MemoryView":912 + /* "View.MemoryView":940 * j = ndim - 1 - i * strides[i], strides[j] = strides[j], strides[i] * shape[i], shape[j] = shape[j], shape[i] # <<<<<<<<<<<<<< @@ -11005,7 +11253,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { (__pyx_v_shape[__pyx_v_i]) = __pyx_t_5; (__pyx_v_shape[__pyx_v_j]) = __pyx_t_4; - /* "View.MemoryView":914 + /* "View.MemoryView":942 * shape[i], shape[j] = shape[j], shape[i] * * if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0: # <<<<<<<<<<<<<< @@ -11023,16 +11271,16 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { __pyx_L6_bool_binop_done:; if (__pyx_t_6) { - /* "View.MemoryView":915 + /* "View.MemoryView":943 * * if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0: * _err(ValueError, "Cannot transpose memoryview with indirect dimensions") # <<<<<<<<<<<<<< * * return 1 */ - __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, ((char *)"Cannot transpose memoryview with indirect dimensions")); if (unlikely(__pyx_t_8 == -1)) __PYX_ERR(1, 943, __pyx_L1_error) - /* "View.MemoryView":914 + /* "View.MemoryView":942 * shape[i], shape[j] = shape[j], shape[i] * * if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0: # <<<<<<<<<<<<<< @@ -11042,7 +11290,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { } } - /* "View.MemoryView":917 + /* "View.MemoryView":945 * _err(ValueError, "Cannot transpose memoryview with indirect dimensions") * * return 1 # <<<<<<<<<<<<<< @@ -11052,7 +11300,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { __pyx_r = 1; goto __pyx_L0; - /* "View.MemoryView":901 + /* "View.MemoryView":929 * * @cname('__pyx_memslice_transpose') * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0: # <<<<<<<<<<<<<< @@ -11076,7 +11324,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { return __pyx_r; } -/* "View.MemoryView":934 +/* "View.MemoryView":962 * cdef int (*to_dtype_func)(char *, object) except 0 * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -11099,7 +11347,7 @@ static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewsl __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "View.MemoryView":935 + /* "View.MemoryView":963 * * def __dealloc__(self): * __PYX_XDEC_MEMVIEW(&self.from_slice, 1) # <<<<<<<<<<<<<< @@ -11108,7 +11356,7 @@ static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewsl */ __PYX_XDEC_MEMVIEW((&__pyx_v_self->from_slice), 1); - /* "View.MemoryView":934 + /* "View.MemoryView":962 * cdef int (*to_dtype_func)(char *, object) except 0 * * def __dealloc__(self): # <<<<<<<<<<<<<< @@ -11120,7 +11368,7 @@ static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewsl __Pyx_RefNannyFinishContext(); } -/* "View.MemoryView":937 +/* "View.MemoryView":965 * __PYX_XDEC_MEMVIEW(&self.from_slice, 1) * * cdef convert_item_to_object(self, char *itemp): # <<<<<<<<<<<<<< @@ -11133,12 +11381,9 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("convert_item_to_object", 0); - /* "View.MemoryView":938 + /* "View.MemoryView":966 * * cdef convert_item_to_object(self, char *itemp): * if self.to_object_func != NULL: # <<<<<<<<<<<<<< @@ -11148,7 +11393,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor __pyx_t_1 = ((__pyx_v_self->to_object_func != NULL) != 0); if (__pyx_t_1) { - /* "View.MemoryView":939 + /* "View.MemoryView":967 * cdef convert_item_to_object(self, char *itemp): * if self.to_object_func != NULL: * return self.to_object_func(itemp) # <<<<<<<<<<<<<< @@ -11156,13 +11401,13 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor * return memoryview.convert_item_to_object(self, itemp) */ __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 967, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; goto __pyx_L0; - /* "View.MemoryView":938 + /* "View.MemoryView":966 * * cdef convert_item_to_object(self, char *itemp): * if self.to_object_func != NULL: # <<<<<<<<<<<<<< @@ -11171,7 +11416,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor */ } - /* "View.MemoryView":941 + /* "View.MemoryView":969 * return self.to_object_func(itemp) * else: * return memoryview.convert_item_to_object(self, itemp) # <<<<<<<<<<<<<< @@ -11180,14 +11425,14 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor */ /*else*/ { __Pyx_XDECREF(__pyx_r); - __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 969, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; goto __pyx_L0; } - /* "View.MemoryView":937 + /* "View.MemoryView":965 * __PYX_XDEC_MEMVIEW(&self.from_slice, 1) * * cdef convert_item_to_object(self, char *itemp): # <<<<<<<<<<<<<< @@ -11206,7 +11451,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor return __pyx_r; } -/* "View.MemoryView":943 +/* "View.MemoryView":971 * return memoryview.convert_item_to_object(self, itemp) * * cdef assign_item_from_object(self, char *itemp, object value): # <<<<<<<<<<<<<< @@ -11220,12 +11465,9 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo int __pyx_t_1; int __pyx_t_2; PyObject *__pyx_t_3 = NULL; 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if (unlikely(__pyx_t_2 == 0)) __PYX_ERR(1, 973, __pyx_L1_error) - /* "View.MemoryView":944 + /* "View.MemoryView":972 * * cdef assign_item_from_object(self, char *itemp, object value): * if self.to_dtype_func != NULL: # <<<<<<<<<<<<<< @@ -11254,21 +11496,21 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo goto __pyx_L3; } - /* "View.MemoryView":947 + /* "View.MemoryView":975 * self.to_dtype_func(itemp, value) * else: * memoryview.assign_item_from_object(self, itemp, value) # <<<<<<<<<<<<<< * - * property base: + * @property */ /*else*/ { - __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 975, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } __pyx_L3:; - /* "View.MemoryView":943 + /* "View.MemoryView":971 * return memoryview.convert_item_to_object(self, itemp) * * cdef assign_item_from_object(self, char *itemp, object value): # <<<<<<<<<<<<<< @@ -11289,17 +11531,17 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo return __pyx_r; } -/* "View.MemoryView":951 - * property base: - * @cname('__pyx_memoryviewslice__get__base') - * def __get__(self): # <<<<<<<<<<<<<< - * return self.from_object +/* "View.MemoryView":978 + * + * @property + * def base(self): # <<<<<<<<<<<<<< + * return self.from_object * */ /* Python wrapper */ -static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self) { +static PyObject *__pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -11315,10 +11557,10 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":952 - * @cname('__pyx_memoryviewslice__get__base') - * def __get__(self): - * return self.from_object # <<<<<<<<<<<<<< + /* "View.MemoryView":979 + * @property + * def base(self): + * return self.from_object # <<<<<<<<<<<<<< * * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") */ @@ -11327,11 +11569,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__ __pyx_r = __pyx_v_self->from_object; goto __pyx_L0; - /* "View.MemoryView":951 - * property base: - * @cname('__pyx_memoryviewslice__get__base') - * def __get__(self): # <<<<<<<<<<<<<< - * return self.from_object + /* "View.MemoryView":978 + * + * @property + * def base(self): # <<<<<<<<<<<<<< + * return self.from_object * */ @@ -11342,7 +11584,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__ return __pyx_r; } -/* "View.MemoryView":958 +/* "View.MemoryView":985 * * @cname('__pyx_memoryview_fromslice') * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice, # <<<<<<<<<<<<<< @@ -11365,12 +11607,9 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl Py_ssize_t *__pyx_t_7; Py_ssize_t *__pyx_t_8; Py_ssize_t __pyx_t_9; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memoryview_fromslice", 0); - /* "View.MemoryView":966 + /* "View.MemoryView":993 * cdef _memoryviewslice result * * if memviewslice.memview == Py_None: # <<<<<<<<<<<<<< @@ -11380,7 +11619,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_1 = ((((PyObject *)__pyx_v_memviewslice.memview) == Py_None) != 0); if (__pyx_t_1) { - /* "View.MemoryView":967 + /* "View.MemoryView":994 * * if memviewslice.memview == Py_None: * return None # <<<<<<<<<<<<<< @@ -11392,7 +11631,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_r = Py_None; goto __pyx_L0; - /* "View.MemoryView":966 + /* "View.MemoryView":993 * cdef _memoryviewslice result * * if memviewslice.memview == Py_None: # <<<<<<<<<<<<<< @@ -11401,16 +11640,16 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ } - /* "View.MemoryView":972 + /* "View.MemoryView":999 * * * result = _memoryviewslice(None, 0, dtype_is_object) # <<<<<<<<<<<<<< * * result.from_slice = memviewslice */ - __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 999, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 999, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(Py_None); __Pyx_GIVEREF(Py_None); @@ -11421,13 +11660,13 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 999, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":974 + /* "View.MemoryView":1001 * result = _memoryviewslice(None, 0, dtype_is_object) * * result.from_slice = memviewslice # <<<<<<<<<<<<<< @@ -11436,7 +11675,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->from_slice = __pyx_v_memviewslice; - /* "View.MemoryView":975 + /* "View.MemoryView":1002 * * result.from_slice = memviewslice * __PYX_INC_MEMVIEW(&memviewslice, 1) # <<<<<<<<<<<<<< @@ -11445,14 +11684,14 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __PYX_INC_MEMVIEW((&__pyx_v_memviewslice), 1); - /* "View.MemoryView":977 + /* "View.MemoryView":1004 * __PYX_INC_MEMVIEW(&memviewslice, 1) * * result.from_object = ( memviewslice.memview).base # <<<<<<<<<<<<<< * result.typeinfo = memviewslice.memview.typeinfo * */ - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 1004, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __Pyx_GOTREF(__pyx_v_result->from_object); @@ -11460,7 +11699,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_v_result->from_object = __pyx_t_2; __pyx_t_2 = 0; - /* "View.MemoryView":978 + /* "View.MemoryView":1005 * * result.from_object = ( memviewslice.memview).base * result.typeinfo = memviewslice.memview.typeinfo # <<<<<<<<<<<<<< @@ -11470,7 +11709,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_4 = __pyx_v_memviewslice.memview->typeinfo; __pyx_v_result->__pyx_base.typeinfo = __pyx_t_4; - /* "View.MemoryView":980 + /* "View.MemoryView":1007 * result.typeinfo = memviewslice.memview.typeinfo * * result.view = memviewslice.memview.view # <<<<<<<<<<<<<< @@ -11480,7 +11719,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_5 = __pyx_v_memviewslice.memview->view; __pyx_v_result->__pyx_base.view = __pyx_t_5; - /* "View.MemoryView":981 + /* "View.MemoryView":1008 * * result.view = memviewslice.memview.view * result.view.buf = memviewslice.data # <<<<<<<<<<<<<< @@ -11489,7 +11728,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.buf = ((void *)__pyx_v_memviewslice.data); - /* "View.MemoryView":982 + /* "View.MemoryView":1009 * result.view = memviewslice.memview.view * result.view.buf = memviewslice.data * result.view.ndim = ndim # <<<<<<<<<<<<<< @@ -11498,7 +11737,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.ndim = __pyx_v_ndim; - /* "View.MemoryView":983 + /* "View.MemoryView":1010 * result.view.buf = memviewslice.data * result.view.ndim = ndim * (<__pyx_buffer *> &result.view).obj = Py_None # <<<<<<<<<<<<<< @@ -11507,7 +11746,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ ((Py_buffer *)(&__pyx_v_result->__pyx_base.view))->obj = Py_None; - /* "View.MemoryView":984 + /* "View.MemoryView":1011 * result.view.ndim = ndim * (<__pyx_buffer *> &result.view).obj = Py_None * Py_INCREF(Py_None) # <<<<<<<<<<<<<< @@ -11516,7 +11755,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ Py_INCREF(Py_None); - /* "View.MemoryView":986 + /* "View.MemoryView":1013 * Py_INCREF(Py_None) * * result.flags = PyBUF_RECORDS # <<<<<<<<<<<<<< @@ -11525,7 +11764,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.flags = PyBUF_RECORDS; - /* "View.MemoryView":988 + /* "View.MemoryView":1015 * result.flags = PyBUF_RECORDS * * result.view.shape = result.from_slice.shape # <<<<<<<<<<<<<< @@ -11534,7 +11773,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.shape = ((Py_ssize_t *)__pyx_v_result->from_slice.shape); - /* "View.MemoryView":989 + /* "View.MemoryView":1016 * * result.view.shape = result.from_slice.shape * result.view.strides = result.from_slice.strides # <<<<<<<<<<<<<< @@ -11543,7 +11782,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.strides = ((Py_ssize_t *)__pyx_v_result->from_slice.strides); - /* "View.MemoryView":992 + /* "View.MemoryView":1019 * * * result.view.suboffsets = NULL # <<<<<<<<<<<<<< @@ -11552,7 +11791,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.suboffsets = NULL; - /* "View.MemoryView":993 + /* "View.MemoryView":1020 * * result.view.suboffsets = NULL * for suboffset in result.from_slice.suboffsets[:ndim]: # <<<<<<<<<<<<<< @@ -11564,7 +11803,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_6 = __pyx_t_8; __pyx_v_suboffset = (__pyx_t_6[0]); - /* "View.MemoryView":994 + /* "View.MemoryView":1021 * result.view.suboffsets = NULL * for suboffset in result.from_slice.suboffsets[:ndim]: * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -11574,7 +11813,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_1 = ((__pyx_v_suboffset >= 0) != 0); if (__pyx_t_1) { - /* "View.MemoryView":995 + /* "View.MemoryView":1022 * for suboffset in result.from_slice.suboffsets[:ndim]: * if suboffset >= 0: * result.view.suboffsets = result.from_slice.suboffsets # <<<<<<<<<<<<<< @@ -11583,7 +11822,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.suboffsets = ((Py_ssize_t *)__pyx_v_result->from_slice.suboffsets); - /* "View.MemoryView":996 + /* "View.MemoryView":1023 * if suboffset >= 0: * result.view.suboffsets = result.from_slice.suboffsets * break # <<<<<<<<<<<<<< @@ -11592,7 +11831,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ goto __pyx_L5_break; - /* "View.MemoryView":994 + /* "View.MemoryView":1021 * result.view.suboffsets = NULL * for suboffset in result.from_slice.suboffsets[:ndim]: * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -11603,7 +11842,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl } __pyx_L5_break:; - /* "View.MemoryView":998 + /* "View.MemoryView":1025 * break * * result.view.len = result.view.itemsize # <<<<<<<<<<<<<< @@ -11613,7 +11852,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_9 = __pyx_v_result->__pyx_base.view.itemsize; __pyx_v_result->__pyx_base.view.len = __pyx_t_9; - /* "View.MemoryView":999 + /* "View.MemoryView":1026 * * result.view.len = result.view.itemsize * for length in result.view.shape[:ndim]: # <<<<<<<<<<<<<< @@ -11623,29 +11862,29 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_7 = (__pyx_v_result->__pyx_base.view.shape + __pyx_v_ndim); for (__pyx_t_8 = __pyx_v_result->__pyx_base.view.shape; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) { __pyx_t_6 = __pyx_t_8; - __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 1026, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":1000 + /* "View.MemoryView":1027 * result.view.len = result.view.itemsize * for length in result.view.shape[:ndim]: * result.view.len *= length # <<<<<<<<<<<<<< * * result.to_object_func = to_object_func */ - __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 1027, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 1027, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 1027, __pyx_L1_error) __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result->__pyx_base.view.len = __pyx_t_9; } - /* "View.MemoryView":1002 + /* "View.MemoryView":1029 * result.view.len *= length * * result.to_object_func = to_object_func # <<<<<<<<<<<<<< @@ -11654,7 +11893,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->to_object_func = __pyx_v_to_object_func; - /* "View.MemoryView":1003 + /* "View.MemoryView":1030 * * result.to_object_func = to_object_func * result.to_dtype_func = to_dtype_func # <<<<<<<<<<<<<< @@ -11663,7 +11902,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->to_dtype_func = __pyx_v_to_dtype_func; - /* "View.MemoryView":1005 + /* "View.MemoryView":1032 * result.to_dtype_func = to_dtype_func * * return result # <<<<<<<<<<<<<< @@ -11675,7 +11914,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_r = ((PyObject *)__pyx_v_result); goto __pyx_L0; - /* "View.MemoryView":958 + /* "View.MemoryView":985 * * @cname('__pyx_memoryview_fromslice') * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice, # <<<<<<<<<<<<<< @@ -11697,7 +11936,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl return __pyx_r; } -/* "View.MemoryView":1008 +/* "View.MemoryView":1035 * * @cname('__pyx_memoryview_get_slice_from_memoryview') * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview, # <<<<<<<<<<<<<< @@ -11712,12 +11951,9 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p int __pyx_t_1; int __pyx_t_2; PyObject *__pyx_t_3 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("get_slice_from_memview", 0); - /* "View.MemoryView":1011 + /* "View.MemoryView":1038 * __Pyx_memviewslice *mslice): * cdef _memoryviewslice obj * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -11728,20 +11964,20 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":1012 + /* "View.MemoryView":1039 * cdef _memoryviewslice obj * if isinstance(memview, _memoryviewslice): * obj = memview # <<<<<<<<<<<<<< * return &obj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) __PYX_ERR(1, 1039, __pyx_L1_error) __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); __pyx_t_3 = 0; - /* "View.MemoryView":1013 + /* "View.MemoryView":1040 * if isinstance(memview, _memoryviewslice): * obj = memview * return &obj.from_slice # <<<<<<<<<<<<<< @@ -11751,7 +11987,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p __pyx_r = (&__pyx_v_obj->from_slice); goto __pyx_L0; - /* "View.MemoryView":1011 + /* "View.MemoryView":1038 * __Pyx_memviewslice *mslice): * cdef _memoryviewslice obj * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -11760,7 +11996,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p */ } - /* "View.MemoryView":1015 + /* "View.MemoryView":1042 * return &obj.from_slice * else: * slice_copy(memview, mslice) # <<<<<<<<<<<<<< @@ -11770,7 +12006,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p /*else*/ { __pyx_memoryview_slice_copy(__pyx_v_memview, __pyx_v_mslice); - /* "View.MemoryView":1016 + /* "View.MemoryView":1043 * else: * slice_copy(memview, mslice) * return mslice # <<<<<<<<<<<<<< @@ -11781,7 +12017,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p goto __pyx_L0; } - /* "View.MemoryView":1008 + /* "View.MemoryView":1035 * * @cname('__pyx_memoryview_get_slice_from_memoryview') * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview, # <<<<<<<<<<<<<< @@ -11800,7 +12036,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p return __pyx_r; } -/* "View.MemoryView":1019 +/* "View.MemoryView":1046 * * @cname('__pyx_memoryview_slice_copy') * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst): # <<<<<<<<<<<<<< @@ -11820,7 +12056,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem Py_ssize_t __pyx_t_4; __Pyx_RefNannySetupContext("slice_copy", 0); - /* "View.MemoryView":1023 + /* "View.MemoryView":1050 * cdef (Py_ssize_t*) shape, strides, suboffsets * * shape = memview.view.shape # <<<<<<<<<<<<<< @@ -11830,7 +12066,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __pyx_t_1 = __pyx_v_memview->view.shape; __pyx_v_shape = __pyx_t_1; - /* "View.MemoryView":1024 + /* "View.MemoryView":1051 * * shape = memview.view.shape * strides = memview.view.strides # <<<<<<<<<<<<<< @@ -11840,7 +12076,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __pyx_t_1 = __pyx_v_memview->view.strides; __pyx_v_strides = __pyx_t_1; - /* "View.MemoryView":1025 + /* "View.MemoryView":1052 * shape = memview.view.shape * strides = memview.view.strides * suboffsets = memview.view.suboffsets # <<<<<<<<<<<<<< @@ -11850,7 +12086,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __pyx_t_1 = __pyx_v_memview->view.suboffsets; __pyx_v_suboffsets = __pyx_t_1; - /* "View.MemoryView":1027 + /* "View.MemoryView":1054 * suboffsets = memview.view.suboffsets * * dst.memview = <__pyx_memoryview *> memview # <<<<<<<<<<<<<< @@ -11859,7 +12095,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ __pyx_v_dst->memview = ((struct __pyx_memoryview_obj *)__pyx_v_memview); - /* "View.MemoryView":1028 + /* "View.MemoryView":1055 * * dst.memview = <__pyx_memoryview *> memview * dst.data = memview.view.buf # <<<<<<<<<<<<<< @@ -11868,7 +12104,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ __pyx_v_dst->data = ((char *)__pyx_v_memview->view.buf); - /* "View.MemoryView":1030 + /* "View.MemoryView":1057 * dst.data = memview.view.buf * * for dim in range(memview.view.ndim): # <<<<<<<<<<<<<< @@ -11879,7 +12115,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_dim = __pyx_t_3; - /* "View.MemoryView":1031 + /* "View.MemoryView":1058 * * for dim in range(memview.view.ndim): * dst.shape[dim] = shape[dim] # <<<<<<<<<<<<<< @@ -11888,7 +12124,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ (__pyx_v_dst->shape[__pyx_v_dim]) = (__pyx_v_shape[__pyx_v_dim]); - /* "View.MemoryView":1032 + /* "View.MemoryView":1059 * for dim in range(memview.view.ndim): * dst.shape[dim] = shape[dim] * dst.strides[dim] = strides[dim] # <<<<<<<<<<<<<< @@ -11897,7 +12133,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ (__pyx_v_dst->strides[__pyx_v_dim]) = (__pyx_v_strides[__pyx_v_dim]); - /* "View.MemoryView":1033 + /* "View.MemoryView":1060 * dst.shape[dim] = shape[dim] * dst.strides[dim] = strides[dim] * dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1 # <<<<<<<<<<<<<< @@ -11912,7 +12148,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem (__pyx_v_dst->suboffsets[__pyx_v_dim]) = __pyx_t_4; } - /* "View.MemoryView":1019 + /* "View.MemoryView":1046 * * @cname('__pyx_memoryview_slice_copy') * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst): # <<<<<<<<<<<<<< @@ -11924,7 +12160,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __Pyx_RefNannyFinishContext(); } -/* "View.MemoryView":1036 +/* "View.MemoryView":1063 * * @cname('__pyx_memoryview_copy_object') * cdef memoryview_copy(memoryview memview): # <<<<<<<<<<<<<< @@ -11937,12 +12173,9 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memoryview_copy", 0); - /* "View.MemoryView":1039 + /* "View.MemoryView":1066 * "Create a new memoryview object" * cdef __Pyx_memviewslice memviewslice * slice_copy(memview, &memviewslice) # <<<<<<<<<<<<<< @@ -11951,7 +12184,7 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx */ __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_memviewslice)); - /* "View.MemoryView":1040 + /* "View.MemoryView":1067 * cdef __Pyx_memviewslice memviewslice * slice_copy(memview, &memviewslice) * return memoryview_copy_from_slice(memview, &memviewslice) # <<<<<<<<<<<<<< @@ -11959,13 +12192,13 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx * @cname('__pyx_memoryview_copy_object_from_slice') */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 1067, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; goto __pyx_L0; - /* "View.MemoryView":1036 + /* "View.MemoryView":1063 * * @cname('__pyx_memoryview_copy_object') * cdef memoryview_copy(memoryview memview): # <<<<<<<<<<<<<< @@ -11984,7 +12217,7 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx return __pyx_r; } -/* "View.MemoryView":1043 +/* "View.MemoryView":1070 * * @cname('__pyx_memoryview_copy_object_from_slice') * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice): # <<<<<<<<<<<<<< @@ -12002,12 +12235,9 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview PyObject *(*__pyx_t_3)(char *); int (*__pyx_t_4)(char *, PyObject *); PyObject *__pyx_t_5 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memoryview_copy_from_slice", 0); - /* "View.MemoryView":1050 + /* "View.MemoryView":1077 * cdef int (*to_dtype_func)(char *, object) except 0 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -12018,7 +12248,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":1051 + /* "View.MemoryView":1078 * * if isinstance(memview, _memoryviewslice): * to_object_func = (<_memoryviewslice> memview).to_object_func # <<<<<<<<<<<<<< @@ -12028,7 +12258,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview __pyx_t_3 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_object_func; __pyx_v_to_object_func = __pyx_t_3; - /* "View.MemoryView":1052 + /* "View.MemoryView":1079 * if isinstance(memview, _memoryviewslice): * to_object_func = (<_memoryviewslice> memview).to_object_func * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func # <<<<<<<<<<<<<< @@ -12038,7 +12268,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview __pyx_t_4 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_dtype_func; __pyx_v_to_dtype_func = __pyx_t_4; - /* "View.MemoryView":1050 + /* "View.MemoryView":1077 * cdef int (*to_dtype_func)(char *, object) except 0 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -12048,7 +12278,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview goto __pyx_L3; } - /* "View.MemoryView":1054 + /* "View.MemoryView":1081 * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func * else: * to_object_func = NULL # <<<<<<<<<<<<<< @@ -12058,7 +12288,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview /*else*/ { __pyx_v_to_object_func = NULL; - /* "View.MemoryView":1055 + /* "View.MemoryView":1082 * else: * to_object_func = NULL * to_dtype_func = NULL # <<<<<<<<<<<<<< @@ -12069,7 +12299,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview } __pyx_L3:; - /* "View.MemoryView":1057 + /* "View.MemoryView":1084 * to_dtype_func = NULL * * return memoryview_fromslice(memviewslice[0], memview.view.ndim, # <<<<<<<<<<<<<< @@ -12078,20 +12308,20 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview */ __Pyx_XDECREF(__pyx_r); - /* "View.MemoryView":1059 + /* "View.MemoryView":1086 * return memoryview_fromslice(memviewslice[0], memview.view.ndim, * to_object_func, to_dtype_func, * memview.dtype_is_object) # <<<<<<<<<<<<<< * * */ - __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 1084, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_5); __pyx_r = __pyx_t_5; __pyx_t_5 = 0; goto __pyx_L0; - /* "View.MemoryView":1043 + /* "View.MemoryView":1070 * * @cname('__pyx_memoryview_copy_object_from_slice') * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice): # <<<<<<<<<<<<<< @@ -12110,7 +12340,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview return __pyx_r; } -/* "View.MemoryView":1065 +/* "View.MemoryView":1092 * * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< @@ -12122,7 +12352,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { Py_ssize_t __pyx_r; int __pyx_t_1; - /* "View.MemoryView":1066 + /* "View.MemoryView":1093 * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: * if arg < 0: # <<<<<<<<<<<<<< @@ -12132,7 +12362,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { __pyx_t_1 = ((__pyx_v_arg < 0) != 0); if (__pyx_t_1) { - /* "View.MemoryView":1067 + /* "View.MemoryView":1094 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: * if arg < 0: * return -arg # <<<<<<<<<<<<<< @@ -12142,7 +12372,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { __pyx_r = (-__pyx_v_arg); goto __pyx_L0; - /* "View.MemoryView":1066 + /* "View.MemoryView":1093 * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: * if arg < 0: # <<<<<<<<<<<<<< @@ -12151,7 +12381,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { */ } - /* "View.MemoryView":1069 + /* "View.MemoryView":1096 * return -arg * else: * return arg # <<<<<<<<<<<<<< @@ -12163,7 +12393,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { goto __pyx_L0; } - /* "View.MemoryView":1065 + /* "View.MemoryView":1092 * * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< @@ -12176,7 +12406,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { return __pyx_r; } -/* "View.MemoryView":1072 +/* "View.MemoryView":1099 * * @cname('__pyx_get_best_slice_order') * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12193,7 +12423,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ int __pyx_t_2; int __pyx_t_3; - /* "View.MemoryView":1077 + /* "View.MemoryView":1104 * """ * cdef int i * cdef Py_ssize_t c_stride = 0 # <<<<<<<<<<<<<< @@ -12202,7 +12432,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_c_stride = 0; - /* "View.MemoryView":1078 + /* "View.MemoryView":1105 * cdef int i * cdef Py_ssize_t c_stride = 0 * cdef Py_ssize_t f_stride = 0 # <<<<<<<<<<<<<< @@ -12211,7 +12441,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_f_stride = 0; - /* "View.MemoryView":1080 + /* "View.MemoryView":1107 * cdef Py_ssize_t f_stride = 0 * * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< @@ -12221,7 +12451,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { __pyx_v_i = __pyx_t_1; - /* "View.MemoryView":1081 + /* "View.MemoryView":1108 * * for i in range(ndim - 1, -1, -1): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12231,7 +12461,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1082 + /* "View.MemoryView":1109 * for i in range(ndim - 1, -1, -1): * if mslice.shape[i] > 1: * c_stride = mslice.strides[i] # <<<<<<<<<<<<<< @@ -12240,7 +12470,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]); - /* "View.MemoryView":1083 + /* "View.MemoryView":1110 * if mslice.shape[i] > 1: * c_stride = mslice.strides[i] * break # <<<<<<<<<<<<<< @@ -12249,7 +12479,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ goto __pyx_L4_break; - /* "View.MemoryView":1081 + /* "View.MemoryView":1108 * * for i in range(ndim - 1, -1, -1): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12260,7 +12490,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ } __pyx_L4_break:; - /* "View.MemoryView":1085 + /* "View.MemoryView":1112 * break * * for i in range(ndim): # <<<<<<<<<<<<<< @@ -12271,7 +12501,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1086 + /* "View.MemoryView":1113 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12281,7 +12511,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1087 + /* "View.MemoryView":1114 * for i in range(ndim): * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] # <<<<<<<<<<<<<< @@ -12290,7 +12520,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]); - /* "View.MemoryView":1088 + /* "View.MemoryView":1115 * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] * break # <<<<<<<<<<<<<< @@ -12299,7 +12529,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ goto __pyx_L7_break; - /* "View.MemoryView":1086 + /* "View.MemoryView":1113 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12310,7 +12540,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ } __pyx_L7_break:; - /* "View.MemoryView":1090 + /* "View.MemoryView":1117 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< @@ -12320,7 +12550,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1091 + /* "View.MemoryView":1118 * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): * return 'C' # <<<<<<<<<<<<<< @@ -12330,7 +12560,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_r = 'C'; goto __pyx_L0; - /* "View.MemoryView":1090 + /* "View.MemoryView":1117 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< @@ -12339,7 +12569,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ } - /* "View.MemoryView":1093 + /* "View.MemoryView":1120 * return 'C' * else: * return 'F' # <<<<<<<<<<<<<< @@ -12351,7 +12581,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ goto __pyx_L0; } - /* "View.MemoryView":1072 + /* "View.MemoryView":1099 * * @cname('__pyx_get_best_slice_order') * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12364,7 +12594,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ return __pyx_r; } -/* "View.MemoryView":1096 +/* "View.MemoryView":1123 * * @cython.cdivision(True) * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< @@ -12384,7 +12614,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v Py_ssize_t __pyx_t_4; Py_ssize_t __pyx_t_5; - /* "View.MemoryView":1103 + /* "View.MemoryView":1130 * * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] # <<<<<<<<<<<<<< @@ -12393,7 +12623,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_extent = (__pyx_v_src_shape[0]); - /* "View.MemoryView":1104 + /* "View.MemoryView":1131 * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] # <<<<<<<<<<<<<< @@ -12402,7 +12632,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_dst_extent = (__pyx_v_dst_shape[0]); - /* "View.MemoryView":1105 + /* "View.MemoryView":1132 * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] # <<<<<<<<<<<<<< @@ -12411,7 +12641,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_stride = (__pyx_v_src_strides[0]); - /* "View.MemoryView":1106 + /* "View.MemoryView":1133 * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< @@ -12420,7 +12650,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); - /* "View.MemoryView":1108 + /* "View.MemoryView":1135 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -12430,7 +12660,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); if (__pyx_t_1) { - /* "View.MemoryView":1109 + /* "View.MemoryView":1136 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< @@ -12450,7 +12680,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v goto __pyx_L5_bool_binop_done; } - /* "View.MemoryView":1110 + /* "View.MemoryView":1137 * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): # <<<<<<<<<<<<<< @@ -12465,7 +12695,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v __pyx_t_1 = __pyx_t_3; __pyx_L5_bool_binop_done:; - /* "View.MemoryView":1109 + /* "View.MemoryView":1136 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< @@ -12474,7 +12704,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ if (__pyx_t_1) { - /* "View.MemoryView":1111 + /* "View.MemoryView":1138 * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< @@ -12483,7 +12713,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)); - /* "View.MemoryView":1109 + /* "View.MemoryView":1136 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< @@ -12493,7 +12723,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v goto __pyx_L4; } - /* "View.MemoryView":1113 + /* "View.MemoryView":1140 * memcpy(dst_data, src_data, itemsize * dst_extent) * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< @@ -12505,7 +12735,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "View.MemoryView":1114 + /* "View.MemoryView":1141 * else: * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< @@ -12514,7 +12744,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize); - /* "View.MemoryView":1115 + /* "View.MemoryView":1142 * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< @@ -12523,7 +12753,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); - /* "View.MemoryView":1116 + /* "View.MemoryView":1143 * memcpy(dst_data, src_data, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< @@ -12535,7 +12765,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v } __pyx_L4:; - /* "View.MemoryView":1108 + /* "View.MemoryView":1135 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -12545,7 +12775,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v goto __pyx_L3; } - /* "View.MemoryView":1118 + /* "View.MemoryView":1145 * dst_data += dst_stride * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< @@ -12557,7 +12787,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "View.MemoryView":1119 + /* "View.MemoryView":1146 * else: * for i in range(dst_extent): * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< @@ -12566,7 +12796,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); - /* "View.MemoryView":1123 + /* "View.MemoryView":1150 * src_shape + 1, dst_shape + 1, * ndim - 1, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< @@ -12575,7 +12805,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); - /* "View.MemoryView":1124 + /* "View.MemoryView":1151 * ndim - 1, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< @@ -12587,7 +12817,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v } __pyx_L3:; - /* "View.MemoryView":1096 + /* "View.MemoryView":1123 * * @cython.cdivision(True) * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< @@ -12598,7 +12828,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v /* function exit code */ } -/* "View.MemoryView":1126 +/* "View.MemoryView":1153 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< @@ -12608,7 +12838,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { - /* "View.MemoryView":1129 + /* "View.MemoryView":1156 * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) nogil: * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< @@ -12617,7 +12847,7 @@ static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memvi */ _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); - /* "View.MemoryView":1126 + /* "View.MemoryView":1153 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< @@ -12628,7 +12858,7 @@ static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memvi /* function exit code */ } -/* "View.MemoryView":1133 +/* "View.MemoryView":1160 * * @cname('__pyx_memoryview_slice_get_size') * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12644,7 +12874,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr int __pyx_t_2; int __pyx_t_3; - /* "View.MemoryView":1136 + /* "View.MemoryView":1163 * "Return the size of the memory occupied by the slice in number of bytes" * cdef int i * cdef Py_ssize_t size = src.memview.view.itemsize # <<<<<<<<<<<<<< @@ -12654,7 +12884,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_size = __pyx_t_1; - /* "View.MemoryView":1138 + /* "View.MemoryView":1165 * cdef Py_ssize_t size = src.memview.view.itemsize * * for i in range(ndim): # <<<<<<<<<<<<<< @@ -12665,7 +12895,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1139 + /* "View.MemoryView":1166 * * for i in range(ndim): * size *= src.shape[i] # <<<<<<<<<<<<<< @@ -12675,7 +12905,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i])); } - /* "View.MemoryView":1141 + /* "View.MemoryView":1168 * size *= src.shape[i] * * return size # <<<<<<<<<<<<<< @@ -12685,7 +12915,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr __pyx_r = __pyx_v_size; goto __pyx_L0; - /* "View.MemoryView":1133 + /* "View.MemoryView":1160 * * @cname('__pyx_memoryview_slice_get_size') * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12698,7 +12928,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr return __pyx_r; } -/* "View.MemoryView":1144 +/* "View.MemoryView":1171 * * @cname('__pyx_fill_contig_strides_array') * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< @@ -12713,7 +12943,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ int __pyx_t_2; int __pyx_t_3; - /* "View.MemoryView":1153 + /* "View.MemoryView":1180 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< @@ -12723,7 +12953,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ __pyx_t_1 = ((__pyx_v_order == 'F') != 0); if (__pyx_t_1) { - /* "View.MemoryView":1154 + /* "View.MemoryView":1181 * * if order == 'F': * for idx in range(ndim): # <<<<<<<<<<<<<< @@ -12734,7 +12964,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_idx = __pyx_t_3; - /* "View.MemoryView":1155 + /* "View.MemoryView":1182 * if order == 'F': * for idx in range(ndim): * strides[idx] = stride # <<<<<<<<<<<<<< @@ -12743,7 +12973,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; - /* "View.MemoryView":1156 + /* "View.MemoryView":1183 * for idx in range(ndim): * strides[idx] = stride * stride = stride * shape[idx] # <<<<<<<<<<<<<< @@ -12753,7 +12983,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); } - /* "View.MemoryView":1153 + /* "View.MemoryView":1180 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< @@ -12763,7 +12993,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ goto __pyx_L3; } - /* "View.MemoryView":1158 + /* "View.MemoryView":1185 * stride = stride * shape[idx] * else: * for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< @@ -12774,7 +13004,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1L; __pyx_t_2-=1) { __pyx_v_idx = __pyx_t_2; - /* "View.MemoryView":1159 + /* "View.MemoryView":1186 * else: * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride # <<<<<<<<<<<<<< @@ -12783,7 +13013,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; - /* "View.MemoryView":1160 + /* "View.MemoryView":1187 * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride * stride = stride * shape[idx] # <<<<<<<<<<<<<< @@ -12795,7 +13025,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ } __pyx_L3:; - /* "View.MemoryView":1162 + /* "View.MemoryView":1189 * stride = stride * shape[idx] * * return stride # <<<<<<<<<<<<<< @@ -12805,7 +13035,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ __pyx_r = __pyx_v_stride; goto __pyx_L0; - /* "View.MemoryView":1144 + /* "View.MemoryView":1171 * * @cname('__pyx_fill_contig_strides_array') * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< @@ -12818,7 +13048,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ return __pyx_r; } -/* "View.MemoryView":1165 +/* "View.MemoryView":1192 * * @cname('__pyx_memoryview_copy_data_to_temp') * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< @@ -12837,11 +13067,8 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, int __pyx_t_3; struct __pyx_memoryview_obj *__pyx_t_4; int __pyx_t_5; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - /* "View.MemoryView":1176 + /* "View.MemoryView":1203 * cdef void *result * * cdef size_t itemsize = src.memview.view.itemsize # <<<<<<<<<<<<<< @@ -12851,7 +13078,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_itemsize = __pyx_t_1; - /* "View.MemoryView":1177 + /* "View.MemoryView":1204 * * cdef size_t itemsize = src.memview.view.itemsize * cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<< @@ -12860,7 +13087,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim); - /* "View.MemoryView":1179 + /* "View.MemoryView":1206 * cdef size_t size = slice_get_size(src, ndim) * * result = malloc(size) # <<<<<<<<<<<<<< @@ -12869,7 +13096,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ __pyx_v_result = malloc(__pyx_v_size); - /* "View.MemoryView":1180 + /* "View.MemoryView":1207 * * result = malloc(size) * if not result: # <<<<<<<<<<<<<< @@ -12879,16 +13106,16 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1181 + /* "View.MemoryView":1208 * result = malloc(size) * if not result: * _err(MemoryError, NULL) # <<<<<<<<<<<<<< * * */ - __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(1, 1208, __pyx_L1_error) - /* "View.MemoryView":1180 + /* "View.MemoryView":1207 * * result = malloc(size) * if not result: # <<<<<<<<<<<<<< @@ -12897,7 +13124,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ } - /* "View.MemoryView":1184 + /* "View.MemoryView":1211 * * * tmpslice.data = result # <<<<<<<<<<<<<< @@ -12906,7 +13133,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ __pyx_v_tmpslice->data = ((char *)__pyx_v_result); - /* "View.MemoryView":1185 + /* "View.MemoryView":1212 * * tmpslice.data = result * tmpslice.memview = src.memview # <<<<<<<<<<<<<< @@ -12916,7 +13143,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __pyx_t_4 = __pyx_v_src->memview; __pyx_v_tmpslice->memview = __pyx_t_4; - /* "View.MemoryView":1186 + /* "View.MemoryView":1213 * tmpslice.data = result * tmpslice.memview = src.memview * for i in range(ndim): # <<<<<<<<<<<<<< @@ -12927,7 +13154,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "View.MemoryView":1187 + /* "View.MemoryView":1214 * tmpslice.memview = src.memview * for i in range(ndim): * tmpslice.shape[i] = src.shape[i] # <<<<<<<<<<<<<< @@ -12936,7 +13163,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]); - /* "View.MemoryView":1188 + /* "View.MemoryView":1215 * for i in range(ndim): * tmpslice.shape[i] = src.shape[i] * tmpslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< @@ -12946,7 +13173,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L; } - /* "View.MemoryView":1190 + /* "View.MemoryView":1217 * tmpslice.suboffsets[i] = -1 * * fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, # <<<<<<<<<<<<<< @@ -12955,7 +13182,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ __pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order); - /* "View.MemoryView":1194 + /* "View.MemoryView":1221 * * * for i in range(ndim): # <<<<<<<<<<<<<< @@ -12966,7 +13193,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "View.MemoryView":1195 + /* "View.MemoryView":1222 * * for i in range(ndim): * if tmpslice.shape[i] == 1: # <<<<<<<<<<<<<< @@ -12976,16 +13203,16 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1196 + /* "View.MemoryView":1223 * for i in range(ndim): * if tmpslice.shape[i] == 1: * tmpslice.strides[i] = 0 # <<<<<<<<<<<<<< * - * if slice_is_contig(src, order, ndim): + * if slice_is_contig(src[0], order, ndim): */ (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0; - /* "View.MemoryView":1195 + /* "View.MemoryView":1222 * * for i in range(ndim): * if tmpslice.shape[i] == 1: # <<<<<<<<<<<<<< @@ -12995,36 +13222,36 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, } } - /* "View.MemoryView":1198 + /* "View.MemoryView":1225 * tmpslice.strides[i] = 0 * - * if slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * if slice_is_contig(src[0], order, ndim): # <<<<<<<<<<<<<< * memcpy(result, src.data, size) * else: */ - __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0); + __pyx_t_2 = (__pyx_memviewslice_is_contig((__pyx_v_src[0]), __pyx_v_order, __pyx_v_ndim) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1199 + /* "View.MemoryView":1226 * - * if slice_is_contig(src, order, ndim): + * if slice_is_contig(src[0], order, ndim): * memcpy(result, src.data, size) # <<<<<<<<<<<<<< * else: * copy_strided_to_strided(src, tmpslice, ndim, itemsize) */ memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size); - /* "View.MemoryView":1198 + /* "View.MemoryView":1225 * tmpslice.strides[i] = 0 * - * if slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * if slice_is_contig(src[0], order, ndim): # <<<<<<<<<<<<<< * memcpy(result, src.data, size) * else: */ goto __pyx_L9; } - /* "View.MemoryView":1201 + /* "View.MemoryView":1228 * memcpy(result, src.data, size) * else: * copy_strided_to_strided(src, tmpslice, ndim, itemsize) # <<<<<<<<<<<<<< @@ -13036,7 +13263,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, } __pyx_L9:; - /* "View.MemoryView":1203 + /* "View.MemoryView":1230 * copy_strided_to_strided(src, tmpslice, ndim, itemsize) * * return result # <<<<<<<<<<<<<< @@ -13046,7 +13273,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __pyx_r = __pyx_v_result; goto __pyx_L0; - /* "View.MemoryView":1165 + /* "View.MemoryView":1192 * * @cname('__pyx_memoryview_copy_data_to_temp') * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< @@ -13070,7 +13297,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, return __pyx_r; } -/* "View.MemoryView":1208 +/* "View.MemoryView":1235 * * @cname('__pyx_memoryview_err_extents') * cdef int _err_extents(int i, Py_ssize_t extent1, # <<<<<<<<<<<<<< @@ -13085,28 +13312,25 @@ static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; #ifdef WITH_THREAD PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); #endif __Pyx_RefNannySetupContext("_err_extents", 0); - /* "View.MemoryView":1211 + /* "View.MemoryView":1238 * Py_ssize_t extent2) except -1 with gil: * raise ValueError("got differing extents in dimension %d (got %d and %d)" % * (i, extent1, extent2)) # <<<<<<<<<<<<<< * * @cname('__pyx_memoryview_err_dim') */ - __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); 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- /* "View.MemoryView":1238 + /* "View.MemoryView":1265 * cdef char order = get_best_order(&src, src_ndim) * cdef bint broadcasting = False * cdef bint direct_copy = False # <<<<<<<<<<<<<< @@ -13456,7 +13671,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_v_direct_copy = 0; - /* "View.MemoryView":1241 + /* "View.MemoryView":1268 * cdef __Pyx_memviewslice tmp * * if src_ndim < dst_ndim: # <<<<<<<<<<<<<< @@ -13466,7 +13681,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = ((__pyx_v_src_ndim < __pyx_v_dst_ndim) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1242 + /* "View.MemoryView":1269 * * if src_ndim < dst_ndim: * broadcast_leading(&src, src_ndim, dst_ndim) # <<<<<<<<<<<<<< @@ -13475,7 +13690,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_broadcast_leading((&__pyx_v_src), __pyx_v_src_ndim, __pyx_v_dst_ndim); - /* "View.MemoryView":1241 + /* "View.MemoryView":1268 * cdef __Pyx_memviewslice tmp * * if src_ndim < dst_ndim: # <<<<<<<<<<<<<< @@ -13485,7 +13700,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ goto __pyx_L3; } - /* "View.MemoryView":1243 + /* "View.MemoryView":1270 * if src_ndim < dst_ndim: * broadcast_leading(&src, src_ndim, dst_ndim) * elif dst_ndim < src_ndim: # <<<<<<<<<<<<<< @@ -13495,7 +13710,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = ((__pyx_v_dst_ndim < __pyx_v_src_ndim) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1244 + /* "View.MemoryView":1271 * broadcast_leading(&src, src_ndim, dst_ndim) * elif dst_ndim < src_ndim: * broadcast_leading(&dst, dst_ndim, src_ndim) # <<<<<<<<<<<<<< @@ -13504,7 +13719,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_broadcast_leading((&__pyx_v_dst), __pyx_v_dst_ndim, __pyx_v_src_ndim); - /* "View.MemoryView":1243 + /* "View.MemoryView":1270 * if src_ndim < dst_ndim: * broadcast_leading(&src, src_ndim, dst_ndim) * elif dst_ndim < src_ndim: # <<<<<<<<<<<<<< @@ -13514,7 +13729,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ } __pyx_L3:; - /* "View.MemoryView":1246 + /* "View.MemoryView":1273 * broadcast_leading(&dst, dst_ndim, src_ndim) * * cdef int ndim = max(src_ndim, dst_ndim) # <<<<<<<<<<<<<< @@ -13530,7 +13745,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ } __pyx_v_ndim = __pyx_t_5; - /* "View.MemoryView":1248 + /* "View.MemoryView":1275 * cdef int ndim = max(src_ndim, dst_ndim) * * for i in range(ndim): # <<<<<<<<<<<<<< @@ -13541,7 +13756,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_5; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1249 + /* "View.MemoryView":1276 * * for i in range(ndim): * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< @@ -13551,7 +13766,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i])) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1250 + /* "View.MemoryView":1277 * for i in range(ndim): * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: # <<<<<<<<<<<<<< @@ -13561,7 +13776,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) == 1) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1251 + /* "View.MemoryView":1278 * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: * broadcasting = True # <<<<<<<<<<<<<< @@ -13570,7 +13785,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_v_broadcasting = 1; - /* "View.MemoryView":1252 + /* "View.MemoryView":1279 * if src.shape[i] == 1: * broadcasting = True * src.strides[i] = 0 # <<<<<<<<<<<<<< @@ -13579,7 +13794,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ (__pyx_v_src.strides[__pyx_v_i]) = 0; - /* "View.MemoryView":1250 + /* "View.MemoryView":1277 * for i in range(ndim): * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: # <<<<<<<<<<<<<< @@ -13589,7 +13804,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ goto __pyx_L7; } - /* "View.MemoryView":1254 + /* "View.MemoryView":1281 * src.strides[i] = 0 * else: * _err_extents(i, dst.shape[i], src.shape[i]) # <<<<<<<<<<<<<< @@ -13597,11 +13812,11 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * if src.suboffsets[i] >= 0: */ /*else*/ { - __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 1281, __pyx_L1_error) } __pyx_L7:; - /* "View.MemoryView":1249 + /* "View.MemoryView":1276 * * for i in range(ndim): * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< @@ -13610,7 +13825,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1256 + /* "View.MemoryView":1283 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< @@ -13620,16 +13835,16 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1257 + /* "View.MemoryView":1284 * * if src.suboffsets[i] >= 0: * _err_dim(ValueError, "Dimension %d is not direct", i) # <<<<<<<<<<<<<< * * if slices_overlap(&src, &dst, ndim, itemsize): */ - __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Dimension %d is not direct"), __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 1284, __pyx_L1_error) - /* "View.MemoryView":1256 + /* "View.MemoryView":1283 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< @@ -13639,55 +13854,55 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ } } - /* "View.MemoryView":1259 + /* "View.MemoryView":1286 * _err_dim(ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * - * if not slice_is_contig(&src, order, ndim): + * if not slice_is_contig(src, order, ndim): */ __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1261 + /* "View.MemoryView":1288 * if slices_overlap(&src, &dst, ndim, itemsize): * - * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< + * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ - __pyx_t_2 = ((!(__pyx_memviewslice_is_contig((&__pyx_v_src), __pyx_v_order, __pyx_v_ndim) != 0)) != 0); + __pyx_t_2 = ((!(__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1262 + /* "View.MemoryView":1289 * - * if not slice_is_contig(&src, order, ndim): + * if not slice_is_contig(src, order, ndim): * order = get_best_order(&dst, ndim) # <<<<<<<<<<<<<< * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) */ __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim); - /* "View.MemoryView":1261 + /* "View.MemoryView":1288 * if slices_overlap(&src, &dst, ndim, itemsize): * - * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< + * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ } - /* "View.MemoryView":1264 + /* "View.MemoryView":1291 * order = get_best_order(&dst, ndim) * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) # <<<<<<<<<<<<<< * src = tmp * */ - __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) __PYX_ERR(1, 1291, __pyx_L1_error) __pyx_v_tmpdata = __pyx_t_6; - /* "View.MemoryView":1265 + /* "View.MemoryView":1292 * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) * src = tmp # <<<<<<<<<<<<<< @@ -13696,16 +13911,16 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_v_src = __pyx_v_tmp; - /* "View.MemoryView":1259 + /* "View.MemoryView":1286 * _err_dim(ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * - * if not slice_is_contig(&src, order, ndim): + * if not slice_is_contig(src, order, ndim): */ } - /* "View.MemoryView":1267 + /* "View.MemoryView":1294 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< @@ -13715,66 +13930,66 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1270 + /* "View.MemoryView":1297 * * - * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(&dst, 'C', ndim) - * elif slice_is_contig(&src, 'F', ndim): + * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): */ - __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'C', __pyx_v_ndim) != 0); + __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1271 + /* "View.MemoryView":1298 * - * if slice_is_contig(&src, 'C', ndim): - * direct_copy = slice_is_contig(&dst, 'C', ndim) # <<<<<<<<<<<<<< - * elif slice_is_contig(&src, 'F', ndim): - * direct_copy = slice_is_contig(&dst, 'F', ndim) + * if slice_is_contig(src, 'C', ndim): + * direct_copy = slice_is_contig(dst, 'C', ndim) # <<<<<<<<<<<<<< + * elif slice_is_contig(src, 'F', ndim): + * direct_copy = slice_is_contig(dst, 'F', ndim) */ - __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'C', __pyx_v_ndim); + __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim); - /* "View.MemoryView":1270 + /* "View.MemoryView":1297 * * - * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(&dst, 'C', ndim) - * elif slice_is_contig(&src, 'F', ndim): + * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): */ goto __pyx_L12; } - /* "View.MemoryView":1272 - * if slice_is_contig(&src, 'C', ndim): - * direct_copy = slice_is_contig(&dst, 'C', ndim) - * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(&dst, 'F', ndim) + /* "View.MemoryView":1299 + * if slice_is_contig(src, 'C', ndim): + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'F', ndim) * */ - __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'F', __pyx_v_ndim) != 0); + __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1273 - * direct_copy = slice_is_contig(&dst, 'C', ndim) - * elif slice_is_contig(&src, 'F', ndim): - * direct_copy = slice_is_contig(&dst, 'F', ndim) # <<<<<<<<<<<<<< + /* "View.MemoryView":1300 + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): + * direct_copy = slice_is_contig(dst, 'F', ndim) # <<<<<<<<<<<<<< * * if direct_copy: */ - __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'F', __pyx_v_ndim); + __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim); - /* "View.MemoryView":1272 - * if slice_is_contig(&src, 'C', ndim): - * direct_copy = slice_is_contig(&dst, 'C', ndim) - * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(&dst, 'F', ndim) + /* "View.MemoryView":1299 + * if slice_is_contig(src, 'C', ndim): + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'F', ndim) * */ } __pyx_L12:; - /* "View.MemoryView":1275 - * direct_copy = slice_is_contig(&dst, 'F', ndim) + /* "View.MemoryView":1302 + * direct_copy = slice_is_contig(dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * @@ -13783,7 +13998,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = (__pyx_v_direct_copy != 0); if (__pyx_t_2) { - /* "View.MemoryView":1277 + /* "View.MemoryView":1304 * if direct_copy: * * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< @@ -13792,7 +14007,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); - /* "View.MemoryView":1278 + /* "View.MemoryView":1305 * * refcount_copying(&dst, dtype_is_object, ndim, False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< @@ -13801,7 +14016,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)); - /* "View.MemoryView":1279 + /* "View.MemoryView":1306 * refcount_copying(&dst, dtype_is_object, ndim, False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< @@ -13810,7 +14025,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); - /* "View.MemoryView":1280 + /* "View.MemoryView":1307 * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, True) * free(tmpdata) # <<<<<<<<<<<<<< @@ -13819,7 +14034,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ free(__pyx_v_tmpdata); - /* "View.MemoryView":1281 + /* "View.MemoryView":1308 * refcount_copying(&dst, dtype_is_object, ndim, True) * free(tmpdata) * return 0 # <<<<<<<<<<<<<< @@ -13829,8 +14044,8 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_r = 0; goto __pyx_L0; - /* "View.MemoryView":1275 - * direct_copy = slice_is_contig(&dst, 'F', ndim) + /* "View.MemoryView":1302 + * direct_copy = slice_is_contig(dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * @@ -13838,7 +14053,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1267 + /* "View.MemoryView":1294 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< @@ -13847,7 +14062,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1283 + /* "View.MemoryView":1310 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< @@ -13861,25 +14076,25 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_7 = (__pyx_t_2 != 0); if (__pyx_t_7) { - /* "View.MemoryView":1286 + /* "View.MemoryView":1313 * * * transpose_memslice(&src) # <<<<<<<<<<<<<< * transpose_memslice(&dst) * */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(1, 1313, __pyx_L1_error) - /* "View.MemoryView":1287 + /* "View.MemoryView":1314 * * transpose_memslice(&src) * transpose_memslice(&dst) # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, False) */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(1, 1314, __pyx_L1_error) - /* "View.MemoryView":1283 + /* "View.MemoryView":1310 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< @@ -13888,7 +14103,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1289 + /* "View.MemoryView":1316 * transpose_memslice(&dst) * * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< @@ -13897,7 +14112,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); - /* "View.MemoryView":1290 + /* "View.MemoryView":1317 * * refcount_copying(&dst, dtype_is_object, ndim, False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< @@ -13906,7 +14121,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); - /* "View.MemoryView":1291 + /* "View.MemoryView":1318 * refcount_copying(&dst, dtype_is_object, ndim, False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< @@ -13915,7 +14130,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); - /* "View.MemoryView":1293 + /* "View.MemoryView":1320 * refcount_copying(&dst, dtype_is_object, ndim, True) * * free(tmpdata) # <<<<<<<<<<<<<< @@ -13924,7 +14139,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ free(__pyx_v_tmpdata); - /* "View.MemoryView":1294 + /* "View.MemoryView":1321 * * free(tmpdata) * return 0 # <<<<<<<<<<<<<< @@ -13934,7 +14149,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_r = 0; goto __pyx_L0; - /* "View.MemoryView":1225 + /* "View.MemoryView":1252 * * @cname('__pyx_memoryview_copy_contents') * cdef int memoryview_copy_contents(__Pyx_memviewslice src, # <<<<<<<<<<<<<< @@ -13958,7 +14173,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ return __pyx_r; } -/* "View.MemoryView":1297 +/* "View.MemoryView":1324 * * @cname('__pyx_memoryview_broadcast_leading') * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< @@ -13972,7 +14187,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic int __pyx_t_1; int __pyx_t_2; - /* "View.MemoryView":1301 + /* "View.MemoryView":1328 * int ndim_other) nogil: * cdef int i * cdef int offset = ndim_other - ndim # <<<<<<<<<<<<<< @@ -13981,7 +14196,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim); - /* "View.MemoryView":1303 + /* "View.MemoryView":1330 * cdef int offset = ndim_other - ndim * * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< @@ -13991,7 +14206,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { __pyx_v_i = __pyx_t_1; - /* "View.MemoryView":1304 + /* "View.MemoryView":1331 * * for i in range(ndim - 1, -1, -1): * mslice.shape[i + offset] = mslice.shape[i] # <<<<<<<<<<<<<< @@ -14000,7 +14215,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]); - /* "View.MemoryView":1305 + /* "View.MemoryView":1332 * for i in range(ndim - 1, -1, -1): * mslice.shape[i + offset] = mslice.shape[i] * mslice.strides[i + offset] = mslice.strides[i] # <<<<<<<<<<<<<< @@ -14009,7 +14224,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]); - /* "View.MemoryView":1306 + /* "View.MemoryView":1333 * mslice.shape[i + offset] = mslice.shape[i] * mslice.strides[i + offset] = mslice.strides[i] * mslice.suboffsets[i + offset] = mslice.suboffsets[i] # <<<<<<<<<<<<<< @@ -14019,7 +14234,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]); } - /* "View.MemoryView":1308 + /* "View.MemoryView":1335 * mslice.suboffsets[i + offset] = mslice.suboffsets[i] * * for i in range(offset): # <<<<<<<<<<<<<< @@ -14030,7 +14245,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "View.MemoryView":1309 + /* "View.MemoryView":1336 * * for i in range(offset): * mslice.shape[i] = 1 # <<<<<<<<<<<<<< @@ -14039,7 +14254,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->shape[__pyx_v_i]) = 1; - /* "View.MemoryView":1310 + /* "View.MemoryView":1337 * for i in range(offset): * mslice.shape[i] = 1 * mslice.strides[i] = mslice.strides[0] # <<<<<<<<<<<<<< @@ -14048,7 +14263,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]); - /* "View.MemoryView":1311 + /* "View.MemoryView":1338 * mslice.shape[i] = 1 * mslice.strides[i] = mslice.strides[0] * mslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< @@ -14058,7 +14273,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L; } - /* "View.MemoryView":1297 + /* "View.MemoryView":1324 * * @cname('__pyx_memoryview_broadcast_leading') * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< @@ -14069,7 +14284,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic /* function exit code */ } -/* "View.MemoryView":1319 +/* "View.MemoryView":1346 * * @cname('__pyx_memoryview_refcount_copying') * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, # <<<<<<<<<<<<<< @@ -14080,7 +14295,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) { int __pyx_t_1; - /* "View.MemoryView":1323 + /* "View.MemoryView":1350 * * * if dtype_is_object: # <<<<<<<<<<<<<< @@ -14090,7 +14305,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i __pyx_t_1 = (__pyx_v_dtype_is_object != 0); if (__pyx_t_1) { - /* "View.MemoryView":1324 + /* "View.MemoryView":1351 * * if dtype_is_object: * refcount_objects_in_slice_with_gil(dst.data, dst.shape, # <<<<<<<<<<<<<< @@ -14099,7 +14314,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i */ __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc); - /* "View.MemoryView":1323 + /* "View.MemoryView":1350 * * * if dtype_is_object: # <<<<<<<<<<<<<< @@ -14108,7 +14323,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i */ } - /* "View.MemoryView":1319 + /* "View.MemoryView":1346 * * @cname('__pyx_memoryview_refcount_copying') * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, # <<<<<<<<<<<<<< @@ -14119,7 +14334,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i /* function exit code */ } -/* "View.MemoryView":1328 +/* "View.MemoryView":1355 * * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14134,7 +14349,7 @@ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_da #endif __Pyx_RefNannySetupContext("refcount_objects_in_slice_with_gil", 0); - /* "View.MemoryView":1331 + /* "View.MemoryView":1358 * Py_ssize_t *strides, int ndim, * bint inc) with gil: * refcount_objects_in_slice(data, shape, strides, ndim, inc) # <<<<<<<<<<<<<< @@ -14143,7 +14358,7 @@ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_da */ __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc); - /* "View.MemoryView":1328 + /* "View.MemoryView":1355 * * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14158,7 +14373,7 @@ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_da #endif } -/* "View.MemoryView":1334 +/* "View.MemoryView":1361 * * @cname('__pyx_memoryview_refcount_objects_in_slice') * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14174,7 +14389,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss int __pyx_t_3; __Pyx_RefNannySetupContext("refcount_objects_in_slice", 0); - /* "View.MemoryView":1338 + /* "View.MemoryView":1365 * cdef Py_ssize_t i * * for i in range(shape[0]): # <<<<<<<<<<<<<< @@ -14185,7 +14400,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "View.MemoryView":1339 + /* "View.MemoryView":1366 * * for i in range(shape[0]): * if ndim == 1: # <<<<<<<<<<<<<< @@ -14195,7 +14410,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __pyx_t_3 = ((__pyx_v_ndim == 1) != 0); if (__pyx_t_3) { - /* "View.MemoryView":1340 + /* "View.MemoryView":1367 * for i in range(shape[0]): * if ndim == 1: * if inc: # <<<<<<<<<<<<<< @@ -14205,7 +14420,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __pyx_t_3 = (__pyx_v_inc != 0); if (__pyx_t_3) { - /* "View.MemoryView":1341 + /* "View.MemoryView":1368 * if ndim == 1: * if inc: * Py_INCREF(( data)[0]) # <<<<<<<<<<<<<< @@ -14214,7 +14429,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss */ Py_INCREF((((PyObject **)__pyx_v_data)[0])); - /* "View.MemoryView":1340 + /* "View.MemoryView":1367 * for i in range(shape[0]): * if ndim == 1: * if inc: # <<<<<<<<<<<<<< @@ -14224,7 +14439,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss goto __pyx_L6; } - /* "View.MemoryView":1343 + /* "View.MemoryView":1370 * Py_INCREF(( data)[0]) * else: * Py_DECREF(( data)[0]) # <<<<<<<<<<<<<< @@ -14236,7 +14451,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss } __pyx_L6:; - /* "View.MemoryView":1339 + /* "View.MemoryView":1366 * * for i in range(shape[0]): * if ndim == 1: # <<<<<<<<<<<<<< @@ -14246,7 +14461,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss goto __pyx_L5; } - /* "View.MemoryView":1345 + /* "View.MemoryView":1372 * Py_DECREF(( data)[0]) * else: * refcount_objects_in_slice(data, shape + 1, strides + 1, # <<<<<<<<<<<<<< @@ -14255,7 +14470,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss */ /*else*/ { - /* "View.MemoryView":1346 + /* "View.MemoryView":1373 * else: * refcount_objects_in_slice(data, shape + 1, strides + 1, * ndim - 1, inc) # <<<<<<<<<<<<<< @@ -14266,7 +14481,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss } __pyx_L5:; - /* "View.MemoryView":1348 + /* "View.MemoryView":1375 * ndim - 1, inc) * * data += strides[0] # <<<<<<<<<<<<<< @@ -14276,7 +14491,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __pyx_v_data = (__pyx_v_data + (__pyx_v_strides[0])); } - /* "View.MemoryView":1334 + /* "View.MemoryView":1361 * * @cname('__pyx_memoryview_refcount_objects_in_slice') * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14288,7 +14503,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __Pyx_RefNannyFinishContext(); } -/* "View.MemoryView":1354 +/* "View.MemoryView":1381 * * @cname('__pyx_memoryview_slice_assign_scalar') * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, # <<<<<<<<<<<<<< @@ -14298,7 +14513,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) { - /* "View.MemoryView":1357 + /* "View.MemoryView":1384 * size_t itemsize, void *item, * bint dtype_is_object) nogil: * refcount_copying(dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< @@ -14307,7 +14522,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst */ __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0); - /* "View.MemoryView":1358 + /* "View.MemoryView":1385 * bint dtype_is_object) nogil: * refcount_copying(dst, dtype_is_object, ndim, False) * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, # <<<<<<<<<<<<<< @@ -14316,7 +14531,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst */ __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item); - /* "View.MemoryView":1360 + /* "View.MemoryView":1387 * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, * itemsize, item) * refcount_copying(dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< @@ -14325,7 +14540,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst */ __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1); - /* "View.MemoryView":1354 + /* "View.MemoryView":1381 * * @cname('__pyx_memoryview_slice_assign_scalar') * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, # <<<<<<<<<<<<<< @@ -14336,7 +14551,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst /* function exit code */ } -/* "View.MemoryView":1364 +/* "View.MemoryView":1391 * * @cname('__pyx_memoryview__slice_assign_scalar') * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14352,7 +14567,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t Py_ssize_t __pyx_t_2; Py_ssize_t __pyx_t_3; - /* "View.MemoryView":1368 + /* "View.MemoryView":1395 * size_t itemsize, void *item) nogil: * cdef Py_ssize_t i * cdef Py_ssize_t stride = strides[0] # <<<<<<<<<<<<<< @@ -14361,7 +14576,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ __pyx_v_stride = (__pyx_v_strides[0]); - /* "View.MemoryView":1369 + /* "View.MemoryView":1396 * cdef Py_ssize_t i * cdef Py_ssize_t stride = strides[0] * cdef Py_ssize_t extent = shape[0] # <<<<<<<<<<<<<< @@ -14370,7 +14585,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ __pyx_v_extent = (__pyx_v_shape[0]); - /* "View.MemoryView":1371 + /* "View.MemoryView":1398 * cdef Py_ssize_t extent = shape[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -14380,7 +14595,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); if (__pyx_t_1) { - /* "View.MemoryView":1372 + /* "View.MemoryView":1399 * * if ndim == 1: * for i in range(extent): # <<<<<<<<<<<<<< @@ -14391,7 +14606,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1373 + /* "View.MemoryView":1400 * if ndim == 1: * for i in range(extent): * memcpy(data, item, itemsize) # <<<<<<<<<<<<<< @@ -14400,7 +14615,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize); - /* "View.MemoryView":1374 + /* "View.MemoryView":1401 * for i in range(extent): * memcpy(data, item, itemsize) * data += stride # <<<<<<<<<<<<<< @@ -14410,7 +14625,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t __pyx_v_data = (__pyx_v_data + __pyx_v_stride); } - /* "View.MemoryView":1371 + /* "View.MemoryView":1398 * cdef Py_ssize_t extent = shape[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -14420,7 +14635,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t goto __pyx_L3; } - /* "View.MemoryView":1376 + /* "View.MemoryView":1403 * data += stride * else: * for i in range(extent): # <<<<<<<<<<<<<< @@ -14432,7 +14647,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1377 + /* "View.MemoryView":1404 * else: * for i in range(extent): * _slice_assign_scalar(data, shape + 1, strides + 1, # <<<<<<<<<<<<<< @@ -14441,7 +14656,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ __pyx_memoryview__slice_assign_scalar(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize, __pyx_v_item); - /* "View.MemoryView":1379 + /* "View.MemoryView":1406 * _slice_assign_scalar(data, shape + 1, strides + 1, * ndim - 1, itemsize, item) * data += stride # <<<<<<<<<<<<<< @@ -14453,7 +14668,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t } __pyx_L3:; - /* "View.MemoryView":1364 + /* "View.MemoryView":1391 * * @cname('__pyx_memoryview__slice_assign_scalar') * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14463,6 +14678,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t /* function exit code */ } +static struct __pyx_vtabstruct_array __pyx_vtable_array; static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_array_obj *p; @@ -14474,6 +14690,7 @@ static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) { } if (unlikely(!o)) return 0; p = ((struct __pyx_array_obj *)o); + p->__pyx_vtab = __pyx_vtabptr_array; p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None); p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None); if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) { @@ -14530,7 +14747,7 @@ static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) { } static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) { - return get_memview(o); + return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o); } static PyMethodDef __pyx_methods_array[] = { @@ -14539,7 +14756,7 @@ static PyMethodDef __pyx_methods_array[] = { }; static struct PyGetSetDef __pyx_getsets_array[] = { - {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, 0, 0}, + {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, (char *)0, 0}, {0, 0, 0, 0, 0} }; @@ -14840,39 +15057,39 @@ static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject } static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_transpose(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview__get__base(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_get_shape(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_get_strides(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_get_suboffsets(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_get_ndim(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_get_itemsize(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_get_nbytes(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_memoryview_get_size(o); + return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o); } static PyMethodDef __pyx_methods_memoryview[] = { @@ -14884,15 +15101,15 @@ static PyMethodDef __pyx_methods_memoryview[] = { }; static struct PyGetSetDef __pyx_getsets_memoryview[] = { - {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0}, - {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0}, - {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0}, - {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0}, - {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0}, - {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0}, - {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0}, - {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0}, - {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0}, + {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0}, + {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0}, + {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0}, + {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0}, + {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0}, + {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0}, + {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0}, + {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0}, + {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, (char *)0, 0}, {0, 0, 0, 0, 0} }; 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__pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) __PYX_ERR(0, 155, __pyx_L1_error) __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; /* "polylearn/cd_direct_fast.pyx":1 @@ -15650,121 +15869,147 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) * # cython: language_level=3 * # cython: cdivision=True */ - __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 1, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_2) < 0) __PYX_ERR(0, 1, __pyx_L1_error) __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":205 + /* "View.MemoryView":207 * info.obj = self * * __pyx_getbuffer = capsule( &__pyx_array_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< * * def __dealloc__(array self): */ - __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); 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__pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 282, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(generic); __Pyx_DECREF_SET(generic, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":279 + /* "View.MemoryView":283 * * cdef generic = Enum("") * cdef strided = Enum("") # default # <<<<<<<<<<<<<< * cdef indirect = Enum("") * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 283, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(strided); __Pyx_DECREF_SET(strided, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":280 + /* "View.MemoryView":284 * cdef generic = Enum("") * cdef strided = Enum("") # default * cdef indirect = Enum("") # <<<<<<<<<<<<<< * * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 284, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(indirect); __Pyx_DECREF_SET(indirect, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":283 + /* "View.MemoryView":287 * * * cdef contiguous = Enum("") # <<<<<<<<<<<<<< * cdef indirect_contiguous = Enum("") * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 287, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(contiguous); __Pyx_DECREF_SET(contiguous, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":284 + /* "View.MemoryView":288 * * cdef contiguous = Enum("") * cdef indirect_contiguous = Enum("") # <<<<<<<<<<<<<< * * */ - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 288, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(indirect_contiguous); __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":498 + /* "View.MemoryView":312 + * + * DEF THREAD_LOCKS_PREALLOCATED = 8 + * cdef int __pyx_memoryview_thread_locks_used = 0 # <<<<<<<<<<<<<< + * cdef PyThread_type_lock[THREAD_LOCKS_PREALLOCATED] __pyx_memoryview_thread_locks = [ + * PyThread_allocate_lock(), + */ + __pyx_memoryview_thread_locks_used = 0; + + /* "View.MemoryView":313 + * DEF THREAD_LOCKS_PREALLOCATED = 8 + * cdef int __pyx_memoryview_thread_locks_used = 0 + * cdef PyThread_type_lock[THREAD_LOCKS_PREALLOCATED] __pyx_memoryview_thread_locks = [ # <<<<<<<<<<<<<< + * PyThread_allocate_lock(), + * PyThread_allocate_lock(), + */ + __pyx_t_3[0] = PyThread_allocate_lock(); + __pyx_t_3[1] = PyThread_allocate_lock(); + __pyx_t_3[2] = PyThread_allocate_lock(); + __pyx_t_3[3] = PyThread_allocate_lock(); + __pyx_t_3[4] = PyThread_allocate_lock(); + __pyx_t_3[5] = PyThread_allocate_lock(); + __pyx_t_3[6] = PyThread_allocate_lock(); + __pyx_t_3[7] = PyThread_allocate_lock(); + memcpy(&(__pyx_memoryview_thread_locks[0]), __pyx_t_3, sizeof(__pyx_memoryview_thread_locks[0]) * (8)); 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- /* "View.MemoryView":954 - * return self.from_object + /* "View.MemoryView":981 + * return self.from_object * * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< * * */ - __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), ((char *)"getbuffer(obj, view, flags)")); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 981, __pyx_L1_error) __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) __PYX_ERR(1, 981, __pyx_L1_error) __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; PyType_Modified(__pyx_memoryviewslice_type); - /* "View.MemoryView":1364 + /* "View.MemoryView":1391 * * @cname('__pyx_memoryview__slice_assign_scalar') * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -15796,6 +16041,7 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) } /* --- Runtime support code --- */ +/* Refnanny */ #if CYTHON_REFNANNY static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { PyObject *m = NULL, *p = NULL; @@ -15812,6 +16058,7 @@ static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { } #endif +/* GetBuiltinName */ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); if (unlikely(!result)) { @@ -15825,6 +16072,7 @@ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { return result; } +/* RaiseArgTupleInvalid */ static void __Pyx_RaiseArgtupleInvalid( const char* func_name, int exact, @@ -15850,6 +16098,7 @@ static void __Pyx_RaiseArgtupleInvalid( (num_expected == 1) ? "" : "s", num_found); } +/* RaiseDoubleKeywords */ static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) @@ -15863,6 +16112,7 @@ static void __Pyx_RaiseDoubleKeywordsError( #endif } +/* ParseKeywords */ static int __Pyx_ParseOptionalKeywords( PyObject *kwds, PyObject **argnames[], @@ -15964,6 +16214,7 @@ static int __Pyx_ParseOptionalKeywords( return -1; } +/* ArgTypeTest */ static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { PyErr_Format(PyExc_TypeError, "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", @@ -15990,6 +16241,7 @@ static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, in return 0; } +/* PyObjectCall */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { PyObject *result; @@ -16009,6 +16261,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg } #endif +/* BufferFormatCheck */ static CYTHON_INLINE int __Pyx_IsLittleEndian(void) { unsigned int n = 1; return *(unsigned char*)(&n) != 0; @@ -16558,7 +16811,8 @@ static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { __Pyx_ReleaseBuffer(info); } -static int +/* MemviewSliceInit */ + static int __Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, int ndim, __Pyx_memviewslice *memviewslice, @@ -16692,10 +16946,10 @@ static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice, } } -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON +/* PyErrFetchRestore */ + #if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; @@ -16705,27 +16959,22 @@ static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyOb Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); -#else - PyErr_Restore(type, value, tb); -#endif } -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); +static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; -#else - PyErr_Fetch(type, value, tb); -#endif } +#endif -#if PY_MAJOR_VERSION < 3 +/* RaiseException */ + #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { + __Pyx_PyThreadState_declare Py_XINCREF(type); if (!value || value == Py_None) value = NULL; @@ -16764,6 +17013,7 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, goto raise_error; } } + __Pyx_PyThreadState_assign __Pyx_ErrRestore(type, value, tb); return; raise_error: @@ -16883,7 +17133,8 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject } #endif -static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +/* BytesEquals */ + static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); #else @@ -16920,7 +17171,8 @@ static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int eq #endif } -static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +/* UnicodeEquals */ + static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); #else @@ -17003,7 +17255,8 @@ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int #endif } -static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { +/* GetAttr */ + static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { #if CYTHON_COMPILING_IN_CPYTHON #if PY_MAJOR_VERSION >= 3 if (likely(PyUnicode_Check(n))) @@ -17015,7 +17268,8 @@ static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { return PyObject_GetAttr(o, n); } -static CYTHON_INLINE PyObject* __Pyx_decode_c_string( +/* decode_c_string */ + static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* cstring, Py_ssize_t start, Py_ssize_t stop, const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { @@ -17047,22 +17301,26 @@ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( } } -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { +/* RaiseTooManyValuesToUnpack */ + static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { PyErr_Format(PyExc_ValueError, "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); } -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { +/* RaiseNeedMoreValuesToUnpack */ + static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", index, (index == 1) ? "" : "s"); } -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { +/* RaiseNoneIterError */ + static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); } -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { +/* ExtTypeTest */ + static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; @@ -17074,23 +17332,18 @@ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { return 0; } -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); +/* SaveResetException */ + #if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { *type = tstate->exc_type; *value = tstate->exc_value; *tb = tstate->exc_traceback; Py_XINCREF(*type); Py_XINCREF(*value); Py_XINCREF(*tb); -#else - PyErr_GetExcInfo(type, value, tb); -#endif } -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { -#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; @@ -17100,16 +17353,28 @@ static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(type, value, tb); +} #endif + +/* PyErrExceptionMatches */ + #if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) { + PyObject *exc_type = tstate->curexc_type; + if (exc_type == err) return 1; + if (unlikely(!exc_type)) return 0; + return PyErr_GivenExceptionMatches(exc_type, err); } +#endif +/* GetException */ + #if CYTHON_COMPILING_IN_CPYTHON +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, *local_value, *local_tb; #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); local_type = tstate->curexc_type; local_value = tstate->curexc_value; local_tb = tstate->curexc_traceback; @@ -17162,26 +17427,33 @@ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) return -1; } -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { +/* SwapException */ + #if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = *type; tstate->exc_value = *value; tstate->exc_traceback = *tb; + *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); -#endif *type = tmp_type; *value = tmp_value; *tb = tmp_tb; } +#endif -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { +/* Import */ + static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { PyObject *empty_list = 0; PyObject *module = 0; PyObject *global_dict = 0; @@ -17254,7 +17526,8 @@ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { return module; } -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { +/* GetItemInt */ + static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (!j) return NULL; r = PyObject_GetItem(o, j); @@ -17318,10 +17591,9 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, if (likely(l >= 0)) { i += l; } else { - if (PyErr_ExceptionMatches(PyExc_OverflowError)) - PyErr_Clear(); - else + if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return NULL; + PyErr_Clear(); } } return m->sq_item(o, i); @@ -17335,11 +17607,8 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } -#if CYTHON_USE_PYLONG_INTERNALS - #include "longintrepr.h" -#endif - -#if CYTHON_COMPILING_IN_CPYTHON +/* PyIntBinop */ + #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) { #if PY_MAJOR_VERSION < 3 if (likely(PyInt_CheckExact(op1))) { @@ -17436,20 +17705,27 @@ static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED } #endif -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { +/* None */ + static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); } -static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, +/* WriteUnraisableException */ + static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, int full_traceback, CYTHON_UNUSED int nogil) { PyObject *old_exc, *old_val, *old_tb; PyObject *ctx; + __Pyx_PyThreadState_declare #ifdef WITH_THREAD PyGILState_STATE state; if (nogil) state = PyGILState_Ensure(); +#ifdef _MSC_VER + else state = (PyGILState_STATE)-1; +#endif #endif + __Pyx_PyThreadState_assign __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); if (full_traceback) { Py_XINCREF(old_exc); @@ -17476,7 +17752,8 @@ static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, #endif } -#if CYTHON_COMPILING_IN_CPYTHON +/* PyObjectCallMethO */ + #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { PyObject *self, *result; PyCFunction cfunc; @@ -17495,7 +17772,8 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject } #endif -#if CYTHON_COMPILING_IN_CPYTHON +/* PyObjectCallOneArg */ + #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; PyObject *args = PyTuple_New(1); @@ -17529,7 +17807,8 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObjec } #endif -static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +/* SetVTable */ + static int __Pyx_SetVtable(PyObject *dict, void *vtable) { #if PY_VERSION_HEX >= 0x02070000 PyObject *ob = PyCapsule_New(vtable, 0, 0); #else @@ -17546,7 +17825,8 @@ static int __Pyx_SetVtable(PyObject *dict, void *vtable) { return -1; } -static void* __Pyx_GetVtable(PyObject *dict) { +/* GetVTable */ + static void* __Pyx_GetVtable(PyObject *dict) { void* ptr; PyObject *ob = PyObject_GetItem(dict, __pyx_n_s_pyx_vtable); if (!ob) @@ -17565,7 +17845,8 @@ static void* __Pyx_GetVtable(PyObject *dict) { return NULL; } -static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { +/* CodeObjectCache */ + 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; @@ -17644,7 +17925,8 @@ static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { Py_INCREF(code_object); } -#include "compile.h" +/* AddTraceback */ + #include "compile.h" #include "frameobject.h" #include "traceback.h" static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( @@ -17745,27 +18027,100 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { #endif - static int -__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) + /* MemviewSliceIsContig */ + static int +__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, + char order, int ndim) { - int i; - if (!a || !b) - return 0; - if (a == b) - return 1; - if (a->size != b->size || a->typegroup != b->typegroup || - a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { - if (a->typegroup == 'H' || b->typegroup == 'H') { - return a->size == b->size; - } else { - return 0; - } - } - if (a->ndim) { - for (i = 0; i < a->ndim; i++) - if (a->arraysize[i] != b->arraysize[i]) - return 0; - } + int i, index, step, start; + Py_ssize_t itemsize = mvs.memview->view.itemsize; + if (order == 'F') { + step = 1; + start = 0; + } else { + step = -1; + start = ndim - 1; + } + for (i = 0; i < ndim; i++) { + index = start + step * i; + if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize) + return 0; + itemsize *= mvs.shape[index]; + } + return 1; +} + +/* OverlappingSlices */ + static void +__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, + void **out_start, void **out_end, + int ndim, size_t itemsize) +{ + char *start, *end; + int i; + start = end = slice->data; + for (i = 0; i < ndim; i++) { + Py_ssize_t stride = slice->strides[i]; + Py_ssize_t extent = slice->shape[i]; + if (extent == 0) { + *out_start = *out_end = start; + return; + } else { + if (stride > 0) + end += stride * (extent - 1); + else + start += stride * (extent - 1); + } + } + *out_start = start; + *out_end = end + itemsize; +} +static int +__pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize) +{ + void *start1, *end1, *start2, *end2; + __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); + __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); + return (start1 < end2) && (start2 < end1); +} + +/* Capsule */ + static CYTHON_INLINE PyObject * +__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) +{ + PyObject *cobj; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(p, sig, NULL); +#else + cobj = PyCObject_FromVoidPtr(p, NULL); +#endif + return cobj; +} + +/* TypeInfoCompare */ + static int +__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) +{ + int i; + if (!a || !b) + return 0; + if (a == b) + return 1; + if (a->size != b->size || a->typegroup != b->typegroup || + a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { + if (a->typegroup == 'H' || b->typegroup == 'H') { + return a->size == b->size; + } else { + return 0; + } + } + if (a->ndim) { + for (i = 0; i < a->ndim; i++) + if (a->arraysize[i] != b->arraysize[i]) + return 0; + } if (a->typegroup == 'S') { if (a->flags != b->flags) return 0; @@ -17785,7 +18140,8 @@ __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) return 1; } -static int +/* MemviewSliceValidateAndInit */ + static int __pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) { if (buf->shape[dim] <= 1) @@ -17966,7 +18322,8 @@ static int __Pyx_ValidateAndInit_memviewslice( return retval; } -static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *obj) { +/* ObjectToMemviewSlice */ + static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *obj) { __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; @@ -17988,7 +18345,8 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc return result; } -static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj) { +/* ObjectToMemviewSlice */ + static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj) { __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) }; @@ -18010,7 +18368,8 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_dou return result; } -#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ +/* 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) @@ -18031,7 +18390,156 @@ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_dou return (target_type) value;\ } -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { +/* CIntToPy */ + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = (int) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + } +} + +/* CIntToPy */ + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { + const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(unsigned int) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(unsigned int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(unsigned int), + little, !is_unsigned); + } +} + +/* CIntToPy */ + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = (long) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(long) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +/* MemviewSliceCopyTemplate */ + static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object) +{ + __Pyx_RefNannyDeclarations + int i; + __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; + struct __pyx_memoryview_obj *from_memview = from_mvs->memview; + Py_buffer *buf = &from_memview->view; + PyObject *shape_tuple = NULL; + PyObject *temp_int = NULL; + struct __pyx_array_obj *array_obj = NULL; + struct __pyx_memoryview_obj *memview_obj = NULL; + __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); + for (i = 0; i < ndim; i++) { + if (from_mvs->suboffsets[i] >= 0) { + PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " + "indirect dimensions (axis %d)", i); + goto fail; + } + } + shape_tuple = PyTuple_New(ndim); + if (unlikely(!shape_tuple)) { + goto fail; + } + __Pyx_GOTREF(shape_tuple); + for(i = 0; i < ndim; i++) { + temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); + if(unlikely(!temp_int)) { + goto fail; + } else { + PyTuple_SET_ITEM(shape_tuple, i, temp_int); + temp_int = NULL; + } + } + array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); + if (unlikely(!array_obj)) { + goto fail; + } + __Pyx_GOTREF(array_obj); + memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + (PyObject *) array_obj, contig_flag, + dtype_is_object, + from_mvs->memview->typeinfo); + if (unlikely(!memview_obj)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) + goto fail; + if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, + dtype_is_object) < 0)) + goto fail; + goto no_fail; +fail: + __Pyx_XDECREF(new_mvs.memview); + new_mvs.memview = NULL; + new_mvs.data = NULL; +no_fail: + __Pyx_XDECREF(shape_tuple); + __Pyx_XDECREF(temp_int); + __Pyx_XDECREF(array_obj); + __Pyx_RefNannyFinishContext(); + return new_mvs; +} + +/* CIntFromPy */ + static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -18106,7 +18614,7 @@ static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (unsigned int) 0; - case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) digits[0]) + case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) case -2: if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { @@ -18176,7 +18684,7 @@ static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else unsigned int val; - PyObject *v = __Pyx_PyNumber_Int(x); + PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -18199,7 +18707,7 @@ static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { } } else { unsigned int val; - PyObject *tmp = __Pyx_PyNumber_Int(x); + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (unsigned int) -1; val = __Pyx_PyInt_As_unsigned_int(tmp); Py_DECREF(tmp); @@ -18215,7 +18723,8 @@ static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { return (unsigned int) -1; } -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { +/* CIntFromPy */ + static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -18290,7 +18799,7 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (int) 0; - case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) digits[0]) + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) case -2: if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { @@ -18360,7 +18869,7 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else int val; - PyObject *v = __Pyx_PyNumber_Int(x); + PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -18383,7 +18892,7 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { } } else { int val; - PyObject *tmp = __Pyx_PyNumber_Int(x); + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (int) -1; val = __Pyx_PyInt_As_int(tmp); Py_DECREF(tmp); @@ -18399,220 +18908,8 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { return (int) -1; } -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { - const int neg_one = (int) -1, const_zero = (int) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); - } -} - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { - const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(unsigned int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(unsigned int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(unsigned int), - little, !is_unsigned); - } -} - -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { - const long neg_one = (long) -1, const_zero = (long) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(long) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), - little, !is_unsigned); - } -} - -static int -__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, - char order, int ndim) -{ - int i, index, step, start; - Py_ssize_t itemsize = mvs->memview->view.itemsize; - if (order == 'F') { - step = 1; - start = 0; - } else { - step = -1; - start = ndim - 1; - } - for (i = 0; i < ndim; i++) { - index = start + step * i; - if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize) - return 0; - itemsize *= mvs->shape[index]; - } - return 1; -} - -static void -__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, - void **out_start, void **out_end, - int ndim, size_t itemsize) -{ - char *start, *end; - int i; - start = end = slice->data; - for (i = 0; i < ndim; i++) { - Py_ssize_t stride = slice->strides[i]; - Py_ssize_t extent = slice->shape[i]; - if (extent == 0) { - *out_start = *out_end = start; - return; - } else { - if (stride > 0) - end += stride * (extent - 1); - else - start += stride * (extent - 1); - } - } - *out_start = start; - *out_end = end + itemsize; -} -static int -__pyx_slices_overlap(__Pyx_memviewslice *slice1, - __Pyx_memviewslice *slice2, - int ndim, size_t itemsize) -{ - void *start1, *end1, *start2, *end2; - __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); - __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); - return (start1 < end2) && (start2 < end1); -} - -static __Pyx_memviewslice -__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, - const char *mode, int ndim, - size_t sizeof_dtype, int contig_flag, - int dtype_is_object) -{ - __Pyx_RefNannyDeclarations - int i; - __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; - struct __pyx_memoryview_obj *from_memview = from_mvs->memview; - Py_buffer *buf = &from_memview->view; - PyObject *shape_tuple = NULL; - PyObject *temp_int = NULL; - struct __pyx_array_obj *array_obj = NULL; - struct __pyx_memoryview_obj *memview_obj = NULL; - __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); - for (i = 0; i < ndim; i++) { - if (from_mvs->suboffsets[i] >= 0) { - PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " - "indirect dimensions (axis %d)", i); - goto fail; - } - } - shape_tuple = PyTuple_New(ndim); - if (unlikely(!shape_tuple)) { - goto fail; - } - __Pyx_GOTREF(shape_tuple); - for(i = 0; i < ndim; i++) { - temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); - if(unlikely(!temp_int)) { - goto fail; - } else { - PyTuple_SET_ITEM(shape_tuple, i, temp_int); - temp_int = NULL; - } - } - array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); - if (unlikely(!array_obj)) { - goto fail; - } - __Pyx_GOTREF(array_obj); - memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( - (PyObject *) array_obj, contig_flag, - dtype_is_object, - from_mvs->memview->typeinfo); - if (unlikely(!memview_obj)) - goto fail; - if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) - goto fail; - if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, - dtype_is_object) < 0)) - goto fail; - goto no_fail; -fail: - __Pyx_XDECREF(new_mvs.memview); - new_mvs.memview = NULL; - new_mvs.data = NULL; -no_fail: - __Pyx_XDECREF(shape_tuple); - __Pyx_XDECREF(temp_int); - __Pyx_XDECREF(array_obj); - __Pyx_RefNannyFinishContext(); - return new_mvs; -} - -static CYTHON_INLINE PyObject * -__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) -{ - PyObject *cobj; -#if PY_VERSION_HEX >= 0x02070000 - cobj = PyCapsule_New(p, sig, NULL); -#else - cobj = PyCObject_FromVoidPtr(p, NULL); -#endif - return cobj; -} - -static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { +/* CIntFromPy */ + static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { const char neg_one = (char) -1, const_zero = (char) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -18687,7 +18984,7 @@ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (char) 0; - case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, -(sdigit) digits[0]) + case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(char, digit, +digits[0]) case -2: if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) { @@ -18757,7 +19054,7 @@ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else char val; - PyObject *v = __Pyx_PyNumber_Int(x); + PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -18780,7 +19077,7 @@ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { } } else { char val; - PyObject *tmp = __Pyx_PyNumber_Int(x); + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (char) -1; val = __Pyx_PyInt_As_char(tmp); Py_DECREF(tmp); @@ -18796,7 +19093,8 @@ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { return (char) -1; } -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { +/* CIntFromPy */ + static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -18871,7 +19169,7 @@ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (long) 0; - case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) digits[0]) + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) case -2: if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { @@ -18941,7 +19239,7 @@ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else long val; - PyObject *v = __Pyx_PyNumber_Int(x); + PyObject *v = __Pyx_PyNumber_IntOrLong(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -18964,7 +19262,7 @@ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { } } else { long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); if (!tmp) return (long) -1; val = __Pyx_PyInt_As_long(tmp); Py_DECREF(tmp); @@ -18980,7 +19278,8 @@ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { return (long) -1; } -static int __Pyx_check_binary_version(void) { +/* CheckBinaryVersion */ + static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); @@ -18995,7 +19294,8 @@ static int __Pyx_check_binary_version(void) { return 0; } -#ifndef __PYX_HAVE_RT_ImportModule +/* ModuleImport */ + #ifndef __PYX_HAVE_RT_ImportModule #define __PYX_HAVE_RT_ImportModule static PyObject *__Pyx_ImportModule(const char *name) { PyObject *py_name = 0; @@ -19012,7 +19312,8 @@ static PyObject *__Pyx_ImportModule(const char *name) { } #endif -#ifndef __PYX_HAVE_RT_ImportType +/* TypeImport */ + #ifndef __PYX_HAVE_RT_ImportType #define __PYX_HAVE_RT_ImportType static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict) @@ -19058,14 +19359,14 @@ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class #endif if (!strict && (size_t)basicsize > size) { PyOS_snprintf(warning, sizeof(warning), - "%s.%s size changed, may indicate binary incompatibility", - module_name, class_name); + "%s.%s size changed, may indicate binary incompatibility. Expected %zd, got %zd", + module_name, class_name, basicsize, size); if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; } else if ((size_t)basicsize != size) { PyErr_Format(PyExc_ValueError, - "%.200s.%.200s has the wrong size, try recompiling", - module_name, class_name); + "%.200s.%.200s has the wrong size, try recompiling. Expected %zd, got %zd", + module_name, class_name, basicsize, size); goto bad; } return (PyTypeObject *)result; @@ -19076,7 +19377,8 @@ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class } #endif -#ifndef __PYX_HAVE_RT_ImportFunction +/* FunctionImport */ + #ifndef __PYX_HAVE_RT_ImportFunction #define __PYX_HAVE_RT_ImportFunction static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) { PyObject *d = 0; @@ -19129,7 +19431,8 @@ static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (** } #endif -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { +/* InitStrings */ + static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { while (t->p) { #if PY_MAJOR_VERSION < 3 if (t->is_unicode) { @@ -19229,7 +19532,7 @@ static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } -static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { +static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) { PyNumberMethods *m; const char *name = NULL; PyObject *res = NULL; diff --git a/polylearn/tests/test_factorization_machine.py b/polylearn/tests/test_factorization_machine.py index 3b724d7..0dadc9b 100644 --- a/polylearn/tests/test_factorization_machine.py +++ b/polylearn/tests/test_factorization_machine.py @@ -221,8 +221,8 @@ def test_random_starts(): def check_same_as_slow(degree): # XXX: test fails under windows 32bit, presumably numerical issues. - if ctypes.sizeof(ctypes.c_voidp) < 8: - raise SkipTest("Numerical inconsistencies on Win32") + # if ctypes.sizeof(ctypes.c_voidp) < 8: + # raise SkipTest("Numerical inconsistencies on Win32") y = _poly_predict(X, P, lams, kernel="anova", degree=degree) From b0130f85ca4a149295361f30d3e3441db3d6b49b Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 1 Aug 2016 17:18:52 -0400 Subject: [PATCH 17/19] revert: x ** 2 is more readable and no slower --- polylearn/cd_direct_fast.cpp | 4971 ++++++++++++++++------------------ polylearn/cd_direct_fast.pyx | 12 +- polylearn/cd_lifted_fast.cpp | 326 +-- polylearn/cd_lifted_fast.pyx | 6 +- 4 files changed, 2489 insertions(+), 2826 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index d03c8fc..6598b5c 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -1,4 +1,4 @@ -/* Generated by Cython 0.24.1 */ +/* Generated by Cython 0.23.4 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -7,10 +7,10 @@ #elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000) #error Cython requires Python 2.6+ or Python 3.2+. #else -#define CYTHON_ABI "0_24_1" +#define CYTHON_ABI "0_23_4" #include #ifndef offsetof - #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall @@ -36,23 +36,17 @@ #define Py_HUGE_VAL HUGE_VAL #endif #ifdef PYPY_VERSION - #define CYTHON_COMPILING_IN_PYPY 1 - #define CYTHON_COMPILING_IN_CPYTHON 0 +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 #else - #define CYTHON_COMPILING_IN_PYPY 0 - #define CYTHON_COMPILING_IN_CPYTHON 1 +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 #endif #if !defined(CYTHON_USE_PYLONG_INTERNALS) && CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02070000 - #define CYTHON_USE_PYLONG_INTERNALS 1 -#endif -#if CYTHON_USE_PYLONG_INTERNALS - #include "longintrepr.h" - #undef SHIFT - #undef BASE - #undef MASK +#define CYTHON_USE_PYLONG_INTERNALS 1 #endif #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) - #define Py_OptimizeFlag 0 +#define Py_OptimizeFlag 0 #endif #define __PYX_BUILD_PY_SSIZE_T "n" #define CYTHON_FORMAT_SSIZE_T "z" @@ -88,7 +82,6 @@ #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) #else #define CYTHON_PEP393_ENABLED 0 #define __Pyx_PyUnicode_READY(op) (0) @@ -97,7 +90,6 @@ #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) - #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) @@ -110,17 +102,6 @@ #if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) #endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) - #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) - #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) -#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 #define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) #define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) #if PY_MAJOR_VERSION >= 3 @@ -128,9 +109,6 @@ #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 @@ -247,17 +225,7 @@ static CYTHON_INLINE float __PYX_NAN() { return value; } #endif -#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) -#define __Pyx_truncl trunc -#else -#define __Pyx_truncl truncl -#endif - -#define __PYX_ERR(f_index, lineno, Ln_error) \ -{ \ - __pyx_filename = __pyx_f[f_index]; __pyx_lineno = lineno; __pyx_clineno = __LINE__; goto Ln_error; \ -} #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) @@ -311,7 +279,7 @@ static CYTHON_INLINE float __PYX_NAN() { # define CYTHON_NCP_UNUSED CYTHON_UNUSED # endif #endif -typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding; +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; #define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 @@ -385,7 +353,7 @@ static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) #define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) #define __Pyx_PyBool_FromLong(b) ((b) ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False)) static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); -static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); #if CYTHON_COMPILING_IN_CPYTHON @@ -394,12 +362,6 @@ static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); #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 -#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII static int __Pyx_sys_getdefaultencoding_not_ascii; static int __Pyx_init_sys_getdefaultencoding_params(void) { @@ -490,7 +452,6 @@ static PyObject *__pyx_d; static PyObject *__pyx_b; static PyObject *__pyx_empty_tuple; static PyObject *__pyx_empty_bytes; -static PyObject *__pyx_empty_unicode; static int __pyx_lineno; static int __pyx_clineno = 0; static const char * __pyx_cfilenm= __FILE__; @@ -498,12 +459,11 @@ static const char *__pyx_filename; static const char *__pyx_f[] = { - "polylearn\\cd_direct_fast.pyx", - "polylearn\\stringsource", + "polylearn/cd_direct_fast.pyx", + "stringsource", "dataset_fast.pxd", - "polylearn\\loss_fast.pxd", + "polylearn/loss_fast.pxd", }; -/* MemviewSliceStruct.proto */ struct __pyx_memoryview_obj; typedef struct { struct __pyx_memoryview_obj *memview; @@ -513,7 +473,6 @@ typedef struct { Py_ssize_t suboffsets[8]; } __Pyx_memviewslice; -/* BufferFormatStructs.proto */ #define IS_UNSIGNED(type) (((type) -1) > 0) struct __Pyx_StructField_; #define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) @@ -549,7 +508,6 @@ typedef struct { char is_valid_array; } __Pyx_BufFmt_Context; -/* Atomics.proto */ #include #ifndef CYTHON_ATOMICS #define CYTHON_ATOMICS 1 @@ -726,7 +684,7 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { }; -/* "View.MemoryView":103 +/* "View.MemoryView":101 * * @cname("__pyx_array") * cdef class array: # <<<<<<<<<<<<<< @@ -735,7 +693,6 @@ struct __pyx_obj_9polylearn_9loss_fast_LossFunction { */ struct __pyx_array_obj { PyObject_HEAD - struct __pyx_vtabstruct_array *__pyx_vtab; char *data; Py_ssize_t len; char *format; @@ -751,7 +708,7 @@ struct __pyx_array_obj { }; -/* "View.MemoryView":275 +/* "View.MemoryView":271 * * @cname('__pyx_MemviewEnum') * cdef class Enum(object): # <<<<<<<<<<<<<< @@ -764,7 +721,7 @@ struct __pyx_MemviewEnum_obj { }; -/* "View.MemoryView":326 +/* "View.MemoryView":304 * * @cname('__pyx_memoryview') * cdef class memoryview(object): # <<<<<<<<<<<<<< @@ -787,7 +744,7 @@ struct __pyx_memoryview_obj { }; -/* "View.MemoryView":951 +/* "View.MemoryView":923 * * @cname('__pyx_memoryviewslice') * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< @@ -920,21 +877,7 @@ struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction { static struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *__pyx_vtabptr_9polylearn_9loss_fast_LossFunction; -/* "View.MemoryView":103 - * - * @cname("__pyx_array") - * cdef class array: # <<<<<<<<<<<<<< - * - * cdef: - */ - -struct __pyx_vtabstruct_array { - PyObject *(*get_memview)(struct __pyx_array_obj *); -}; -static struct __pyx_vtabstruct_array *__pyx_vtabptr_array; - - -/* "View.MemoryView":326 +/* "View.MemoryView":304 * * @cname('__pyx_memoryview') * cdef class memoryview(object): # <<<<<<<<<<<<<< @@ -954,7 +897,7 @@ struct __pyx_vtabstruct_memoryview { static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview; -/* "View.MemoryView":951 +/* "View.MemoryView":923 * * @cname('__pyx_memoryviewslice') * cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<< @@ -968,7 +911,6 @@ struct __pyx_vtabstruct__memoryviewslice { static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice; /* --- Runtime support code (head) --- */ -/* Refnanny.proto */ #ifndef CYTHON_REFNANNY #define CYTHON_REFNANNY 0 #endif @@ -1031,7 +973,6 @@ static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice; #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) -/* PyObjectGetAttrStr.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { PyTypeObject* tp = Py_TYPE(obj); @@ -1047,42 +988,30 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject #define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) #endif -/* GetBuiltinName.proto */ static PyObject *__Pyx_GetBuiltinName(PyObject *name); -/* 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 **argnames[],\ PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\ const char* function_name); -/* ArgTypeTest.proto */ static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact); -/* 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 -/* BufferFormatCheck.proto */ static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); -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); // PROTO -/* MemviewSliceInit.proto */ #define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d #define __Pyx_MEMVIEW_DIRECT 1 #define __Pyx_MEMVIEW_PTR 2 @@ -1108,115 +1037,52 @@ static CYTHON_INLINE int __pyx_sub_acquisition_count_locked( static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int); static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int); -/* PyThreadStateGet.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; -#define __Pyx_PyThreadState_assign __pyx_tstate = PyThreadState_GET(); -#else -#define __Pyx_PyThreadState_declare -#define __Pyx_PyThreadState_assign -#endif - -/* PyErrFetchRestore.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#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); -#else -#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchWithState(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 +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); -/* RaiseException.proto */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); -/* IncludeStringH.proto */ #include -/* 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); -/* StrEquals.proto */ #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals #else #define __Pyx_PyString_Equals __Pyx_PyBytes_Equals #endif -/* UnaryNegOverflows.proto */ #define UNARY_NEG_WOULD_OVERFLOW(x)\ (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ -static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/ -/* GetAttr.proto */ +static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/ static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); -/* decode_c_string.proto */ static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* cstring, Py_ssize_t start, Py_ssize_t stop, const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); -/* RaiseTooManyValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); -/* RaiseNeedMoreValuesToUnpack.proto */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); -/* RaiseNoneIterError.proto */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); -/* ExtTypeTest.proto */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); -/* SaveResetException.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#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 - -/* PyErrExceptionMatches.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#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 +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); -/* GetException.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#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 -/* SwapException.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#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 -/* Import.proto */ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); -/* 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) :\ @@ -1239,7 +1105,9 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck); static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ -/* ListCompAppend.proto */ +static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; @@ -1256,7 +1124,12 @@ static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { #define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) #endif -/* PyIntBinop.proto */ +static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/ #if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace); #else @@ -1264,7 +1137,6 @@ static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) #endif -/* ListExtend.proto */ static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { #if CYTHON_COMPILING_IN_CPYTHON PyObject* none = _PyList_Extend((PyListObject*)L, v); @@ -1277,7 +1149,6 @@ static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) { #endif } -/* ListAppend.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; @@ -1294,37 +1165,30 @@ static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { #define __Pyx_PyList_Append(L,x) PyList_Append(L,x) #endif -/* None.proto */ static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); -/* ForceInitThreads.proto */ #ifndef __PYX_FORCE_INIT_THREADS #define __PYX_FORCE_INIT_THREADS 0 #endif -/* WriteUnraisableException.proto */ +static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/ static void __Pyx_WriteUnraisable(const char *name, int clineno, int lineno, const char *filename, int full_traceback, int nogil); -/* PyObjectCallMethO.proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); #endif -/* PyObjectCallOneArg.proto */ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); -/* SetVTable.proto */ static int __Pyx_SetVtable(PyObject *dict, void *vtable); -/* GetVTable.proto */ static void* __Pyx_GetVtable(PyObject *dict); -/* CodeObjectCache.proto */ typedef struct { - PyCodeObject* code_object; int code_line; + PyCodeObject* code_object; } __Pyx_CodeObjectCacheEntry; struct __Pyx_CodeObjectCache { int count; @@ -1336,20 +1200,9 @@ static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int co static PyCodeObject *__pyx_find_code_object(int code_line); static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); -/* AddTraceback.proto */ static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename); -#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 - - -/* BufferStructDeclare.proto */ typedef struct { Py_ssize_t shape, strides, suboffsets; } __Pyx_Buf_DimInfo; @@ -1363,26 +1216,20 @@ typedef struct { __Pyx_Buf_DimInfo diminfo[8]; } __Pyx_LocalBuf_ND; -/* None.proto */ -static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0}; -static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1}; - -/* MemviewSliceIsContig.proto */ -static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, - char order, int ndim); +#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 -/* OverlappingSlices.proto */ -static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, - __Pyx_memviewslice *slice2, - int ndim, size_t itemsize); -/* Capsule.proto */ -static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); +static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0}; +static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1}; -/* TypeInfoCompare.proto */ static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b); -/* MemviewSliceValidateAndInit.proto */ static int __Pyx_ValidateAndInit_memviewslice( int *axes_specs, int c_or_f_flag, @@ -1393,44 +1240,41 @@ static int __Pyx_ValidateAndInit_memviewslice( __Pyx_memviewslice *memviewslice, PyObject *original_obj); -/* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *); -/* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *); -/* CIntToPy.proto */ +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); -/* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value); -/* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); -/* MemviewSliceCopyTemplate.proto */ +static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim); + +static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize); + static __Pyx_memviewslice __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const char *mode, int ndim, size_t sizeof_dtype, int contig_flag, int dtype_is_object); -/* CIntFromPy.proto */ -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); +static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig); -/* CIntFromPy.proto */ static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *); -/* CIntFromPy.proto */ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); -/* CheckBinaryVersion.proto */ static int __Pyx_check_binary_version(void); -/* PyIdentifierFromString.proto */ #if !defined(__Pyx_PyIdentifier_FromString) #if PY_MAJOR_VERSION < 3 #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s) @@ -1439,19 +1283,14 @@ static int __Pyx_check_binary_version(void); #endif #endif -/* ModuleImport.proto */ static PyObject *__Pyx_ImportModule(const char *name); -/* TypeImport.proto */ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); -/* FunctionImport.proto */ static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); -/* InitStrings.proto */ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); -static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ @@ -1493,9 +1332,6 @@ static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; -static int __pyx_memoryview_thread_locks_used; -static PyThread_type_lock __pyx_memoryview_thread_locks[8]; -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__sq(double); /*proto*/ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, Py_ssize_t, double *, Py_ssize_t, unsigned int); /*proto*/ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *, double *, int, double, __Pyx_memviewslice, __Pyx_memviewslice, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *, double *, double *, unsigned int, double, double); /*proto*/ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__Pyx_memviewslice, Py_ssize_t, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, double *, double *, unsigned int, double, struct __pyx_obj_9polylearn_9loss_fast_LossFunction *); /*proto*/ @@ -1545,98 +1381,103 @@ static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_id; static PyObject *__pyx_builtin_IndexError; -static const char __pyx_k_O[] = "O"; -static const char __pyx_k_P[] = "P"; -static const char __pyx_k_X[] = "X"; -static const char __pyx_k_c[] = "c"; -static const char __pyx_k_w[] = "w"; -static const char __pyx_k_y[] = "y"; -static const char __pyx_k_d1[] = "d1"; -static const char __pyx_k_d2[] = "d2"; -static const char __pyx_k_id[] = "id"; -static const char __pyx_k_it[] = "it"; -static const char __pyx_k_obj[] = "obj"; -static const char __pyx_k_tol[] = "tol"; -static const char __pyx_k_base[] = "base"; -static const char __pyx_k_beta[] = "beta"; -static const char __pyx_k_lams[] = "lams"; -static const char __pyx_k_loss[] = "loss"; -static const char __pyx_k_main[] = "__main__"; -static const char __pyx_k_mode[] = "mode"; -static const char __pyx_k_name[] = "name"; -static const char __pyx_k_ndim[] = "ndim"; -static const char __pyx_k_pack[] = "pack"; -static const char __pyx_k_size[] = "size"; -static const char __pyx_k_step[] = "step"; -static const char __pyx_k_stop[] = "stop"; -static const char __pyx_k_test[] = "__test__"; -static const char __pyx_k_viol[] = "viol"; -static const char __pyx_k_ASCII[] = "ASCII"; -static const char __pyx_k_alpha[] = "alpha"; -static const char __pyx_k_class[] = "__class__"; -static const char __pyx_k_error[] = "error"; -static const char __pyx_k_flags[] = "flags"; -static const char __pyx_k_print[] = "print"; -static const char __pyx_k_range[] = "range"; -static const char __pyx_k_shape[] = "shape"; -static const char __pyx_k_start[] = "start"; -static const char __pyx_k_degree[] = "degree"; -static const char __pyx_k_encode[] = "encode"; -static const char __pyx_k_format[] = "format"; -static const char __pyx_k_import[] = "__import__"; -static const char __pyx_k_name_2[] = "__name__"; -static const char __pyx_k_struct[] = "struct"; -static const char __pyx_k_unpack[] = "unpack"; -static const char __pyx_k_y_pred[] = "y_pred"; -static const char __pyx_k_fortran[] = "fortran"; -static const char __pyx_k_memview[] = "memview"; -static const char __pyx_k_verbose[] = "verbose"; -static const char __pyx_k_Ellipsis[] = "Ellipsis"; -static const char __pyx_k_itemsize[] = "itemsize"; -static const char __pyx_k_max_iter[] = "max_iter"; -static const char __pyx_k_Iteration[] = "Iteration"; -static const char __pyx_k_TypeError[] = "TypeError"; -static const char __pyx_k_converged[] = "converged"; -static const char __pyx_k_enumerate[] = "enumerate"; -static const char __pyx_k_fit_lower[] = "fit_lower"; -static const char __pyx_k_n_samples[] = "n_samples"; -static const char __pyx_k_IndexError[] = "IndexError"; -static const char __pyx_k_ValueError[] = "ValueError"; -static const char __pyx_k_fit_linear[] = "fit_linear"; -static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; -static const char __pyx_k_MemoryError[] = "MemoryError"; -static const char __pyx_k_col_norm_sq[] = "col_norm_sq"; -static const char __pyx_k_cd_direct_ho[] = "_cd_direct_ho"; -static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; -static const char __pyx_k_violation_sum[] = "violation sum"; -static const char __pyx_k_allocate_buffer[] = "allocate_buffer"; -static const char __pyx_k_dtype_is_object[] = "dtype_is_object"; -static const char __pyx_k_strided_and_direct[] = ""; -static const char __pyx_k_strided_and_indirect[] = ""; -static const char __pyx_k_contiguous_and_direct[] = ""; -static const char __pyx_k_Converged_at_iteration[] = "Converged at iteration"; -static const char __pyx_k_MemoryView_of_r_object[] = ""; -static const char __pyx_k_MemoryView_of_r_at_0x_x[] = ""; -static const char __pyx_k_contiguous_and_indirect[] = ""; -static const char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; -static const char __pyx_k_polylearn_cd_direct_fast[] = "polylearn.cd_direct_fast"; -static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; -static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; -static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; -static const char __pyx_k_strided_and_direct_or_indirect[] = ""; -static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; -static const char __pyx_k_C_Users_vlad_code_polylearn_poly[] = "C:\\Users\\vlad\\code\\polylearn\\polylearn\\cd_direct_fast.pyx"; -static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; -static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; -static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; -static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; -static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; -static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; -static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; -static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; +static char __pyx_k_O[] = "O"; +static char __pyx_k_P[] = "P"; +static char __pyx_k_X[] = "X"; +static char __pyx_k_c[] = "c"; +static char __pyx_k_w[] = "w"; +static char __pyx_k_y[] = "y"; +static char __pyx_k_d1[] = "d1"; +static char __pyx_k_d2[] = "d2"; +static char __pyx_k_id[] = "id"; +static char __pyx_k_it[] = "it"; +static char __pyx_k_obj[] = "obj"; +static char __pyx_k_tol[] = "tol"; +static char __pyx_k_base[] = "base"; +static char __pyx_k_beta[] = "beta"; +static char __pyx_k_lams[] = "lams"; +static char __pyx_k_loss[] = "loss"; +static char __pyx_k_main[] = "__main__"; +static char __pyx_k_mode[] = "mode"; +static char __pyx_k_name[] = "name"; +static char __pyx_k_ndim[] = "ndim"; +static char __pyx_k_pack[] = "pack"; +static char __pyx_k_size[] = "size"; +static char __pyx_k_step[] = "step"; +static char __pyx_k_stop[] = "stop"; +static char __pyx_k_test[] = "__test__"; +static char __pyx_k_viol[] = "viol"; +static char __pyx_k_ASCII[] = "ASCII"; +static char __pyx_k_alpha[] = "alpha"; +static char __pyx_k_class[] = "__class__"; +static char __pyx_k_error[] = "error"; +static char __pyx_k_flags[] = "flags"; +static char __pyx_k_print[] = "print"; +static char __pyx_k_range[] = "range"; +static char __pyx_k_shape[] = "shape"; +static char __pyx_k_start[] = "start"; +static char __pyx_k_degree[] = "degree"; +static char __pyx_k_encode[] = "encode"; +static char __pyx_k_format[] = "format"; +static char __pyx_k_import[] = "__import__"; +static char __pyx_k_name_2[] = "__name__"; +static char __pyx_k_struct[] = "struct"; +static char __pyx_k_unpack[] = "unpack"; +static char __pyx_k_y_pred[] = "y_pred"; +static char __pyx_k_fortran[] = "fortran"; +static char __pyx_k_memview[] = "memview"; +static char __pyx_k_verbose[] = "verbose"; +static char __pyx_k_Ellipsis[] = "Ellipsis"; +static char __pyx_k_itemsize[] = "itemsize"; +static char __pyx_k_max_iter[] = "max_iter"; +static char __pyx_k_Iteration[] = "Iteration"; +static char __pyx_k_TypeError[] = "TypeError"; +static char __pyx_k_converged[] = "converged"; +static char __pyx_k_enumerate[] = "enumerate"; +static char __pyx_k_fit_lower[] = "fit_lower"; +static char __pyx_k_n_samples[] = "n_samples"; +static char __pyx_k_IndexError[] = "IndexError"; +static char __pyx_k_ValueError[] = "ValueError"; +static char __pyx_k_fit_linear[] = "fit_linear"; +static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; +static char __pyx_k_MemoryError[] = "MemoryError"; +static char __pyx_k_col_norm_sq[] = "col_norm_sq"; +static char __pyx_k_cd_direct_ho[] = "_cd_direct_ho"; +static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer"; +static char __pyx_k_violation_sum[] = "violation sum"; +static char __pyx_k_allocate_buffer[] = "allocate_buffer"; +static char __pyx_k_dtype_is_object[] = "dtype_is_object"; +static char __pyx_k_strided_and_direct[] = ""; +static char __pyx_k_strided_and_indirect[] = ""; +static char __pyx_k_contiguous_and_direct[] = ""; +static char __pyx_k_Converged_at_iteration[] = "Converged at iteration"; +static char __pyx_k_MemoryView_of_r_object[] = ""; +static char __pyx_k_MemoryView_of_r_at_0x_x[] = ""; +static char __pyx_k_contiguous_and_indirect[] = ""; +static char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'"; +static char __pyx_k_getbuffer_obj_view_flags[] = "getbuffer(obj, view, flags)"; +static char __pyx_k_polylearn_cd_direct_fast[] = "polylearn.cd_direct_fast"; +static char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct"; +static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d."; +static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)"; +static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)"; +static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array"; +static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data."; +static char __pyx_k_strided_and_direct_or_indirect[] = ""; +static char __pyx_k_home_vlad_code_polylearn_polyle[] = "/home/vlad/code/polylearn/polylearn/cd_direct_fast.pyx"; +static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced"; +static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides"; +static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory."; +static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions"; +static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array"; +static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported"; +static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s"; +static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)"; +static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object"; +static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)"; +static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides."; static PyObject *__pyx_n_s_ASCII; static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri; -static PyObject *__pyx_kp_s_C_Users_vlad_code_polylearn_poly; static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is; static PyObject *__pyx_kp_s_Cannot_index_with_type_s; static PyObject *__pyx_kp_u_Converged_at_iteration; @@ -1683,6 +1524,7 @@ static PyObject *__pyx_n_s_format; static PyObject *__pyx_n_s_fortran; static PyObject *__pyx_n_u_fortran; static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi; +static PyObject *__pyx_kp_s_home_vlad_code_polylearn_polyle; static PyObject *__pyx_n_s_id; static PyObject *__pyx_n_s_import; static PyObject *__pyx_n_s_it; @@ -2042,7 +1884,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * if degree == 2: * grad_y = d1[i] - p_js * data[ii] # <<<<<<<<<<<<<< * elif degree == 3: - * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) + * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) */ __pyx_v_grad_y = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_js * (__pyx_v_data[__pyx_v_ii]))); @@ -2059,7 +1901,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * if degree == 2: * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: # <<<<<<<<<<<<<< - * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) + * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) * grad_y -= p_js * data[ii] * d1[i] */ case 3: @@ -2067,35 +1909,35 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p /* "polylearn/cd_direct_fast.pyx":78 * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: - * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) # <<<<<<<<<<<<<< + * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) # <<<<<<<<<<<<<< * grad_y -= p_js * data[ii] * d1[i] - * grad_y += p_js * p_js * _sq(data[ii]) + * grad_y += p_js * p_js * (data[ii] ** 2) */ - __pyx_v_grad_y = (0.5 * (__pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_d1[__pyx_v_i])) - (__pyx_v_d2[__pyx_v_i]))); + __pyx_v_grad_y = (0.5 * (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i]))); /* "polylearn/cd_direct_fast.pyx":79 * elif degree == 3: - * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) + * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) * grad_y -= p_js * data[ii] * d1[i] # <<<<<<<<<<<<<< - * grad_y += p_js * p_js * _sq(data[ii]) + * grad_y += p_js * p_js * (data[ii] ** 2) * */ __pyx_v_grad_y = (__pyx_v_grad_y - ((__pyx_v_p_js * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); /* "polylearn/cd_direct_fast.pyx":80 - * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) + * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) * grad_y -= p_js * data[ii] * d1[i] - * grad_y += p_js * p_js * _sq(data[ii]) # <<<<<<<<<<<<<< + * grad_y += p_js * p_js * (data[ii] ** 2) # <<<<<<<<<<<<<< * * grad_y *= lam * data[ii] */ - __pyx_v_grad_y = (__pyx_v_grad_y + ((__pyx_v_p_js * __pyx_v_p_js) * __pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_data[__pyx_v_ii])))); + __pyx_v_grad_y = (__pyx_v_grad_y + ((__pyx_v_p_js * __pyx_v_p_js) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); /* "polylearn/cd_direct_fast.pyx":77 * if degree == 2: * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: # <<<<<<<<<<<<<< - * grad_y = 0.5 * (_sq(d1[i]) - d2[i]) + * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) * grad_y -= p_js * data[ii] * d1[i] */ break; @@ -2103,7 +1945,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p } /* "polylearn/cd_direct_fast.pyx":82 - * grad_y += p_js * p_js * _sq(data[ii]) + * grad_y += p_js * p_js * (data[ii] ** 2) * * grad_y *= lam * data[ii] # <<<<<<<<<<<<<< * @@ -2115,7 +1957,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p * grad_y *= lam * data[ii] * * update += loss.dloss(y_pred[i], y[i]) * grad_y # <<<<<<<<<<<<<< - * inv_step_size += _sq(grad_y) + * inv_step_size += grad_y ** 2 * */ __pyx_t_3 = __pyx_v_i; @@ -2125,15 +1967,15 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p /* "polylearn/cd_direct_fast.pyx":85 * * update += loss.dloss(y_pred[i], y[i]) * grad_y - * inv_step_size += _sq(grad_y) # <<<<<<<<<<<<<< + * inv_step_size += grad_y ** 2 # <<<<<<<<<<<<<< * * inv_step_size *= loss.mu */ - __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_f_9polylearn_14cd_direct_fast__sq(__pyx_v_grad_y)); + __pyx_v_inv_step_size = (__pyx_v_inv_step_size + pow(__pyx_v_grad_y, 2.0)); } /* "polylearn/cd_direct_fast.pyx":87 - * inv_step_size += _sq(grad_y) + * inv_step_size += grad_y ** 2 * * inv_step_size *= loss.mu # <<<<<<<<<<<<<< * inv_step_size += l1_reg @@ -2419,7 +2261,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch * if degree == 2: * offset = d1[i] - p_old * data[ii] # <<<<<<<<<<<<<< * else: - * offset = _sq(d1[i]) - d2[i] + * offset = d1[i] ** 2 - d2[i] */ __pyx_v_offset = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii]))); @@ -2436,27 +2278,27 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch /* "polylearn/cd_direct_fast.pyx":143 * offset = d1[i] - p_old * data[ii] * else: - * offset = _sq(d1[i]) - d2[i] # <<<<<<<<<<<<<< + * offset = d1[i] ** 2 - d2[i] # <<<<<<<<<<<<<< * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] */ /*else*/ { - __pyx_v_offset = (__pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_d1[__pyx_v_i])) - (__pyx_v_d2[__pyx_v_i])); + __pyx_v_offset = (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i])); /* "polylearn/cd_direct_fast.pyx":144 * else: - * offset = _sq(d1[i]) - d2[i] + * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 # <<<<<<<<<<<<<< * offset -= p_old * data[ii] * d1[i] - * offset += _sq(p_old) * _sq(data[ii]) + * offset += p_old ** 2 * data[ii] ** 2 */ __pyx_v_offset = (__pyx_v_offset * 0.5); /* "polylearn/cd_direct_fast.pyx":145 - * offset = _sq(d1[i]) - d2[i] + * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] # <<<<<<<<<<<<<< - * offset += _sq(p_old) * _sq(data[ii]) + * offset += p_old ** 2 * data[ii] ** 2 * */ __pyx_v_offset = (__pyx_v_offset - ((__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); @@ -2464,16 +2306,16 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch /* "polylearn/cd_direct_fast.pyx":146 * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] - * offset += _sq(p_old) * _sq(data[ii]) # <<<<<<<<<<<<<< + * offset += p_old ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< * - * d2[i] -= (_sq(p_old) - _sq(P[order, s, j])) * _sq(data[ii]) + * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 */ - __pyx_v_offset = (__pyx_v_offset + (__pyx_f_9polylearn_14cd_direct_fast__sq(__pyx_v_p_old) * __pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_data[__pyx_v_ii])))); + __pyx_v_offset = (__pyx_v_offset + (pow(__pyx_v_p_old, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); /* "polylearn/cd_direct_fast.pyx":148 - * offset += _sq(p_old) * _sq(data[ii]) + * offset += p_old ** 2 * data[ii] ** 2 * - * d2[i] -= (_sq(p_old) - _sq(P[order, s, j])) * _sq(data[ii]) # <<<<<<<<<<<<<< + * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 # <<<<<<<<<<<<<< * * d1[i] -= update * data[ii] */ @@ -2481,12 +2323,12 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_16 = __pyx_v_order; __pyx_t_17 = __pyx_v_s; __pyx_t_18 = __pyx_v_j; - (__pyx_v_d2[__pyx_t_15]) = ((__pyx_v_d2[__pyx_t_15]) - ((__pyx_f_9polylearn_14cd_direct_fast__sq(__pyx_v_p_old) - __pyx_f_9polylearn_14cd_direct_fast__sq((*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_16 * __pyx_v_P.strides[0]) ) + __pyx_t_17 * __pyx_v_P.strides[1]) )) + __pyx_t_18)) ))))) * __pyx_f_9polylearn_14cd_direct_fast__sq((__pyx_v_data[__pyx_v_ii])))); 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else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); __PYX_ERR(0, 155, __pyx_L3_error) + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); __PYX_ERR(0, 155, __pyx_L3_error) + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); __PYX_ERR(0, 155, __pyx_L3_error) + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) __PYX_ERR(0, 155, __pyx_L3_error) + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; 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- /* "View.MemoryView":178 + /* "View.MemoryView":176 * if self.dtype_is_object: * p = self.data * for i in range(self.len / itemsize): # <<<<<<<<<<<<<< @@ -3758,17 +3612,17 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - __PYX_ERR(1, 178, __pyx_L1_error) + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_self->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); - __PYX_ERR(1, 178, __pyx_L1_error) + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_t_1 = (__pyx_v_self->len / __pyx_v_itemsize); for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_1; __pyx_t_8+=1) { __pyx_v_i = __pyx_t_8; - /* "View.MemoryView":179 + /* "View.MemoryView":177 * p = self.data * for i in range(self.len / itemsize): * p[i] = Py_None # <<<<<<<<<<<<<< @@ -3777,7 +3631,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ (__pyx_v_p[__pyx_v_i]) = Py_None; - /* "View.MemoryView":180 + /* "View.MemoryView":178 * for i in range(self.len / itemsize): * p[i] = Py_None * Py_INCREF(Py_None) # <<<<<<<<<<<<<< @@ -3787,7 +3641,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ Py_INCREF(Py_None); } - /* "View.MemoryView":176 + /* "View.MemoryView":174 * raise MemoryError("unable to allocate array data.") * * if self.dtype_is_object: # <<<<<<<<<<<<<< @@ -3796,7 +3650,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ } - /* "View.MemoryView":169 + /* "View.MemoryView":167 * self.free_data = allocate_buffer * self.dtype_is_object = format == b'O' * if allocate_buffer: # <<<<<<<<<<<<<< @@ -3805,7 +3659,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ */ } - /* "View.MemoryView":120 + /* "View.MemoryView":118 * cdef bint dtype_is_object * * def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None, # <<<<<<<<<<<<<< @@ -3829,7 +3683,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __ return __pyx_r; 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if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(1, 185, __pyx_L1_error) + __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":186 + /* "View.MemoryView":184 * cdef int bufmode = -1 * if self.mode == u"c": * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS # <<<<<<<<<<<<<< @@ -3896,7 +3753,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ __pyx_v_bufmode = (PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS); - /* "View.MemoryView":185 + /* "View.MemoryView":183 * def __getbuffer__(self, Py_buffer *info, int flags): * cdef int bufmode = -1 * if self.mode == u"c": # <<<<<<<<<<<<<< @@ -3906,18 +3763,18 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru goto __pyx_L3; } - /* "View.MemoryView":187 + /* "View.MemoryView":185 * if self.mode == u"c": * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * elif self.mode == u"fortran": # <<<<<<<<<<<<<< * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): */ - __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(1, 187, __pyx_L1_error) + __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = (__pyx_t_2 != 0); if (__pyx_t_1) { - /* "View.MemoryView":188 + /* "View.MemoryView":186 * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * elif self.mode == u"fortran": * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS # <<<<<<<<<<<<<< @@ -3926,7 +3783,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ __pyx_v_bufmode = (PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS); - /* "View.MemoryView":187 + /* "View.MemoryView":185 * if self.mode == u"c": * bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * elif self.mode == u"fortran": # <<<<<<<<<<<<<< @@ -3936,7 +3793,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru } __pyx_L3:; 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__Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __PYX_ERR(1, 190, __pyx_L1_error) + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":189 + /* "View.MemoryView":187 * elif self.mode == u"fortran": * bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS * if not (flags & bufmode): # <<<<<<<<<<<<<< @@ -3968,7 +3825,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ } - /* "View.MemoryView":191 + /* "View.MemoryView":189 * if not (flags & bufmode): * raise ValueError("Can only create a buffer that is contiguous in memory.") * info.buf = self.data # <<<<<<<<<<<<<< @@ -3978,7 +3835,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_4 = __pyx_v_self->data; __pyx_v_info->buf = __pyx_t_4; - /* "View.MemoryView":192 + /* "View.MemoryView":190 * raise ValueError("Can only create a buffer that is contiguous in memory.") * info.buf = self.data * info.len = self.len # <<<<<<<<<<<<<< @@ -3988,7 +3845,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_5 = __pyx_v_self->len; __pyx_v_info->len = __pyx_t_5; - /* "View.MemoryView":193 + /* "View.MemoryView":191 * info.buf = self.data * info.len = self.len * info.ndim = self.ndim # <<<<<<<<<<<<<< @@ -3998,7 +3855,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_6 = __pyx_v_self->ndim; __pyx_v_info->ndim = __pyx_t_6; - /* "View.MemoryView":194 + /* "View.MemoryView":192 * info.len = self.len * info.ndim = self.ndim * info.shape = self._shape # <<<<<<<<<<<<<< @@ -4008,7 +3865,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_7 = __pyx_v_self->_shape; __pyx_v_info->shape = __pyx_t_7; - /* "View.MemoryView":195 + /* "View.MemoryView":193 * info.ndim = self.ndim * info.shape = self._shape * info.strides = self._strides # <<<<<<<<<<<<<< @@ -4018,7 +3875,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __pyx_t_7 = __pyx_v_self->_strides; __pyx_v_info->strides = __pyx_t_7; - /* "View.MemoryView":196 + /* "View.MemoryView":194 * info.shape = self._shape * info.strides = self._strides * info.suboffsets = NULL # <<<<<<<<<<<<<< @@ -4027,7 +3884,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru */ __pyx_v_info->suboffsets = NULL; 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__pyx_v_info->format = __pyx_t_4; - /* "View.MemoryView":200 + /* "View.MemoryView":198 * info.readonly = 0 * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< @@ -4076,7 +3933,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru goto __pyx_L5; } - /* "View.MemoryView":203 + /* "View.MemoryView":201 * info.format = self.format * else: * info.format = NULL # <<<<<<<<<<<<<< @@ -4088,7 +3945,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru } __pyx_L5:; - /* "View.MemoryView":205 + /* "View.MemoryView":203 * info.format = NULL * * info.obj = self # <<<<<<<<<<<<<< @@ -4101,7 +3958,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = ((PyObject *)__pyx_v_self); - /* "View.MemoryView":183 + /* "View.MemoryView":181 * * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): # <<<<<<<<<<<<<< @@ -4131,7 +3988,7 @@ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(stru return __pyx_r; 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if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 247, __pyx_L1_error) + __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_5); __pyx_t_5 = 0; - /* "View.MemoryView":249 + /* "View.MemoryView":245 * result = array(shape, itemsize, format, mode.decode('ASCII'), * allocate_buffer=False) * result.data = buf # <<<<<<<<<<<<<< @@ -4725,7 +4550,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize } __pyx_L3:; - /* "View.MemoryView":251 + /* "View.MemoryView":247 * result.data = buf * * return result # <<<<<<<<<<<<<< @@ -4737,7 +4562,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize __pyx_r = __pyx_v_result; goto __pyx_L0; - /* "View.MemoryView":240 + /* "View.MemoryView":236 * * @cname("__pyx_array_new") * cdef array array_cwrapper(tuple shape, Py_ssize_t itemsize, char *format, # <<<<<<<<<<<<<< @@ -4760,7 +4585,7 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize return __pyx_r; } -/* "View.MemoryView":277 +/* "View.MemoryView":273 * cdef class Enum(object): * cdef object name * def __init__(self, name): # <<<<<<<<<<<<<< @@ -4772,6 +4597,9 @@ static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_name = 0; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__init__ (wrapper)", 0); @@ -4793,7 +4621,7 @@ static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_ar else goto __pyx_L5_argtuple_error; } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) __PYX_ERR(1, 277, __pyx_L3_error) + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; 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__pyx_v_self->name = __pyx_v_name; - /* "View.MemoryView":277 + /* "View.MemoryView":273 * cdef class Enum(object): * cdef object name * def __init__(self, name): # <<<<<<<<<<<<<< @@ -4849,7 +4677,7 @@ static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struc return __pyx_r; } -/* "View.MemoryView":279 +/* "View.MemoryView":275 * def __init__(self, name): * self.name = name * def __repr__(self): # <<<<<<<<<<<<<< @@ -4875,7 +4703,7 @@ static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr_ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__repr__", 0); - /* "View.MemoryView":280 + /* "View.MemoryView":276 * self.name = name * def __repr__(self): * return self.name # <<<<<<<<<<<<<< @@ -4887,7 +4715,7 @@ static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr_ __pyx_r = __pyx_v_self->name; goto __pyx_L0; - /* "View.MemoryView":279 + /* "View.MemoryView":275 * def __init__(self, name): * self.name = name * def __repr__(self): # <<<<<<<<<<<<<< @@ -4902,7 +4730,7 @@ static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr_ return __pyx_r; } -/* "View.MemoryView":294 +/* "View.MemoryView":290 * * @cname('__pyx_align_pointer') * cdef void *align_pointer(void *memory, size_t alignment) nogil: # <<<<<<<<<<<<<< @@ -4916,7 +4744,7 @@ static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) void *__pyx_r; int __pyx_t_1; - /* "View.MemoryView":296 + /* "View.MemoryView":292 * cdef void *align_pointer(void *memory, size_t alignment) nogil: * "Align pointer memory on a given boundary" * cdef Py_intptr_t aligned_p = memory # <<<<<<<<<<<<<< @@ -4925,7 +4753,7 @@ static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) */ __pyx_v_aligned_p = ((Py_intptr_t)__pyx_v_memory); - /* "View.MemoryView":300 + /* "View.MemoryView":296 * * with cython.cdivision(True): * offset = aligned_p % alignment # <<<<<<<<<<<<<< @@ -4934,7 +4762,7 @@ static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) */ __pyx_v_offset = (__pyx_v_aligned_p % __pyx_v_alignment); - /* "View.MemoryView":302 + /* "View.MemoryView":298 * offset = aligned_p % alignment * * if offset > 0: # <<<<<<<<<<<<<< @@ -4944,7 +4772,7 @@ static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) __pyx_t_1 = ((__pyx_v_offset > 0) != 0); if (__pyx_t_1) { - /* "View.MemoryView":303 + /* "View.MemoryView":299 * * if offset > 0: * aligned_p += alignment - offset # <<<<<<<<<<<<<< @@ -4953,7 +4781,7 @@ static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) */ __pyx_v_aligned_p = (__pyx_v_aligned_p + (__pyx_v_alignment - __pyx_v_offset)); - /* "View.MemoryView":302 + /* "View.MemoryView":298 * offset = aligned_p % alignment * * if offset > 0: # <<<<<<<<<<<<<< @@ -4962,17 +4790,17 @@ static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) */ } - /* "View.MemoryView":305 + /* "View.MemoryView":301 * aligned_p += alignment - offset * * return aligned_p # <<<<<<<<<<<<<< * - * + * @cname('__pyx_memoryview') */ __pyx_r = ((void *)__pyx_v_aligned_p); goto __pyx_L0; - /* "View.MemoryView":294 + /* "View.MemoryView":290 * * @cname('__pyx_align_pointer') * cdef void *align_pointer(void *memory, size_t alignment) nogil: # <<<<<<<<<<<<<< @@ -4985,7 +4813,7 @@ static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) return __pyx_r; } -/* "View.MemoryView":341 +/* "View.MemoryView":319 * cdef __Pyx_TypeInfo *typeinfo * * def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False): # <<<<<<<<<<<<<< @@ -4999,6 +4827,9 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar PyObject *__pyx_v_obj = 0; int __pyx_v_flags; int __pyx_v_dtype_is_object; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; int __pyx_r; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0); @@ -5023,7 +4854,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); __PYX_ERR(1, 341, __pyx_L3_error) + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (kw_args > 0) { @@ -5032,7 +4863,7 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) __PYX_ERR(1, 341, __pyx_L3_error) + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { @@ -5044,16 +4875,16 @@ static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_ar } } __pyx_v_obj = values[0]; - __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) __PYX_ERR(1, 341, __pyx_L3_error) + __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} if (values[2]) { - __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) __PYX_ERR(1, 341, __pyx_L3_error) + __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else { __pyx_v_dtype_is_object = ((int)0); } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(1, 341, __pyx_L3_error) + __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); @@ -5073,9 +4904,14 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; + PyObject *__pyx_t_5 = NULL; + PyObject *__pyx_t_6 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__cinit__", 0); - /* "View.MemoryView":342 + /* "View.MemoryView":320 * * def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False): * self.obj = obj # <<<<<<<<<<<<<< @@ -5088,7 +4924,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __Pyx_DECREF(__pyx_v_self->obj); __pyx_v_self->obj = __pyx_v_obj; - /* "View.MemoryView":343 + /* "View.MemoryView":321 * def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False): * self.obj = obj * self.flags = flags # <<<<<<<<<<<<<< @@ -5097,7 +4933,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ __pyx_v_self->flags = __pyx_v_flags; - /* "View.MemoryView":344 + /* "View.MemoryView":322 * self.obj = obj * self.flags = flags * if type(self) is memoryview or obj is not None: # <<<<<<<<<<<<<< @@ -5117,16 +4953,16 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __pyx_L4_bool_binop_done:; if (__pyx_t_1) { - /* "View.MemoryView":345 + /* "View.MemoryView":323 * self.flags = flags * if type(self) is memoryview or obj is not None: * __Pyx_GetBuffer(obj, &self.view, flags) # <<<<<<<<<<<<<< * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None */ - __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 345, __pyx_L1_error) + __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":346 + /* "View.MemoryView":324 * if type(self) is memoryview or obj is not None: * __Pyx_GetBuffer(obj, &self.view, flags) * if self.view.obj == NULL: # <<<<<<<<<<<<<< @@ -5136,7 +4972,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __pyx_t_1 = ((((PyObject *)__pyx_v_self->view.obj) == NULL) != 0); if (__pyx_t_1) { - /* "View.MemoryView":347 + /* "View.MemoryView":325 * __Pyx_GetBuffer(obj, &self.view, flags) * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None # <<<<<<<<<<<<<< @@ -5145,16 +4981,16 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ ((Py_buffer *)(&__pyx_v_self->view))->obj = Py_None; - /* "View.MemoryView":348 + /* "View.MemoryView":326 * if self.view.obj == NULL: * (<__pyx_buffer *> &self.view).obj = Py_None * Py_INCREF(Py_None) # <<<<<<<<<<<<<< * - * global __pyx_memoryview_thread_locks_used + * self.lock = PyThread_allocate_lock() */ Py_INCREF(Py_None); - /* "View.MemoryView":346 + /* "View.MemoryView":324 * if type(self) is memoryview or obj is not None: * __Pyx_GetBuffer(obj, &self.view, flags) * if self.view.obj == NULL: # <<<<<<<<<<<<<< @@ -5163,7 +4999,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ } - /* "View.MemoryView":344 + /* "View.MemoryView":322 * self.obj = obj * self.flags = flags * if type(self) is memoryview or obj is not None: # <<<<<<<<<<<<<< @@ -5172,139 +5008,80 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ } - /* "View.MemoryView":351 + /* "View.MemoryView":328 + * Py_INCREF(Py_None) * - * global __pyx_memoryview_thread_locks_used - * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: # <<<<<<<<<<<<<< - * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] - * __pyx_memoryview_thread_locks_used += 1 + * self.lock = PyThread_allocate_lock() # <<<<<<<<<<<<<< + * if self.lock == NULL: + * raise MemoryError */ - __pyx_t_1 = ((__pyx_memoryview_thread_locks_used < 8) != 0); - if (__pyx_t_1) { + __pyx_v_self->lock = PyThread_allocate_lock(); - /* "View.MemoryView":352 - * global __pyx_memoryview_thread_locks_used - * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: - * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] # <<<<<<<<<<<<<< - * __pyx_memoryview_thread_locks_used += 1 - * if self.lock is NULL: + /* "View.MemoryView":329 + * + * self.lock = PyThread_allocate_lock() + * if self.lock == NULL: # <<<<<<<<<<<<<< + * raise MemoryError + * */ - __pyx_v_self->lock = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]); + __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0); + if (__pyx_t_1) { - /* "View.MemoryView":353 - * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: - * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] - * __pyx_memoryview_thread_locks_used += 1 # <<<<<<<<<<<<<< - * if self.lock is NULL: - * self.lock = PyThread_allocate_lock() + /* "View.MemoryView":330 + * self.lock = PyThread_allocate_lock() + * if self.lock == NULL: + * raise MemoryError # <<<<<<<<<<<<<< + * + * if flags & PyBUF_FORMAT: */ - __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used + 1); + PyErr_NoMemory(); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":351 + /* "View.MemoryView":329 + * + * self.lock = PyThread_allocate_lock() + * if self.lock == NULL: # <<<<<<<<<<<<<< + * raise MemoryError * - * global __pyx_memoryview_thread_locks_used - * if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED: # <<<<<<<<<<<<<< - * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] - * __pyx_memoryview_thread_locks_used += 1 */ } - /* "View.MemoryView":354 - * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] - * __pyx_memoryview_thread_locks_used += 1 - * if self.lock is NULL: # <<<<<<<<<<<<<< - * self.lock = PyThread_allocate_lock() - * if self.lock is NULL: + /* "View.MemoryView":332 + * raise MemoryError + * + * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< + * self.dtype_is_object = self.view.format == b'O' + * else: */ - __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0); + __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0); if (__pyx_t_1) { - /* "View.MemoryView":355 - * __pyx_memoryview_thread_locks_used += 1 - * if self.lock is NULL: - * self.lock = PyThread_allocate_lock() # <<<<<<<<<<<<<< - * if self.lock is NULL: - * raise MemoryError - */ - __pyx_v_self->lock = PyThread_allocate_lock(); - - /* "View.MemoryView":356 - * if self.lock is NULL: - * self.lock = PyThread_allocate_lock() - * if self.lock is NULL: # <<<<<<<<<<<<<< - * raise MemoryError - * - */ - __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0); - if (__pyx_t_1) { - - /* "View.MemoryView":357 - * self.lock = PyThread_allocate_lock() - * if self.lock is NULL: - * raise MemoryError # <<<<<<<<<<<<<< - * - * if flags & PyBUF_FORMAT: - */ - PyErr_NoMemory(); __PYX_ERR(1, 357, __pyx_L1_error) - - /* "View.MemoryView":356 - * if self.lock is NULL: - * self.lock = PyThread_allocate_lock() - * if self.lock is NULL: # <<<<<<<<<<<<<< - * raise MemoryError - * - */ - } - - /* "View.MemoryView":354 - * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] - * __pyx_memoryview_thread_locks_used += 1 - * if self.lock is NULL: # <<<<<<<<<<<<<< - * self.lock = PyThread_allocate_lock() - * if self.lock is NULL: - */ - } - - /* "View.MemoryView":359 - * raise MemoryError - * - * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< - * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') - * else: - */ - __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0); - if (__pyx_t_1) { - - /* "View.MemoryView":360 + /* "View.MemoryView":333 * * if flags & PyBUF_FORMAT: - * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') # <<<<<<<<<<<<<< + * self.dtype_is_object = self.view.format == b'O' # <<<<<<<<<<<<<< * else: * self.dtype_is_object = dtype_is_object */ - __pyx_t_2 = (((__pyx_v_self->view.format[0]) == 'O') != 0); - if (__pyx_t_2) { - } else { - __pyx_t_1 = __pyx_t_2; - goto __pyx_L11_bool_binop_done; - } - __pyx_t_2 = (((__pyx_v_self->view.format[1]) == '\x00') != 0); - __pyx_t_1 = __pyx_t_2; - __pyx_L11_bool_binop_done:; + __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __pyx_v_self->dtype_is_object = __pyx_t_1; - /* "View.MemoryView":359 - * raise MemoryError + /* "View.MemoryView":332 + * raise MemoryError * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< - * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') + * self.dtype_is_object = self.view.format == b'O' * else: */ - goto __pyx_L10; + goto __pyx_L8; } - /* "View.MemoryView":362 - * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') + /* "View.MemoryView":335 + * self.dtype_is_object = self.view.format == b'O' * else: * self.dtype_is_object = dtype_is_object # <<<<<<<<<<<<<< * @@ -5313,9 +5090,9 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ /*else*/ { __pyx_v_self->dtype_is_object = __pyx_v_dtype_is_object; } - __pyx_L10:; + __pyx_L8:; - /* "View.MemoryView":364 + /* "View.MemoryView":337 * self.dtype_is_object = dtype_is_object * * self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer( # <<<<<<<<<<<<<< @@ -5324,7 +5101,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ __pyx_v_self->acquisition_count_aligned_p = ((__pyx_atomic_int *)__pyx_align_pointer(((void *)(&(__pyx_v_self->acquisition_count[0]))), (sizeof(__pyx_atomic_int)))); - /* "View.MemoryView":366 + /* "View.MemoryView":339 * self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer( * &self.acquisition_count[0], sizeof(__pyx_atomic_int)) * self.typeinfo = NULL # <<<<<<<<<<<<<< @@ -5333,7 +5110,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ */ __pyx_v_self->typeinfo = NULL; - /* "View.MemoryView":341 + /* "View.MemoryView":319 * cdef __Pyx_TypeInfo *typeinfo * * def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False): # <<<<<<<<<<<<<< @@ -5345,6 +5122,8 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ __pyx_r = 0; goto __pyx_L0; __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_5); + __Pyx_XDECREF(__pyx_t_6); __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = -1; __pyx_L0:; @@ -5352,7 +5131,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit_ return __pyx_r; } -/* "View.MemoryView":368 +/* "View.MemoryView":341 * self.typeinfo = NULL * * def __dealloc__(memoryview self): # <<<<<<<<<<<<<< @@ -5372,17 +5151,12 @@ static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self) { } static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self) { - int __pyx_v_i; __Pyx_RefNannyDeclarations int __pyx_t_1; int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - PyThread_type_lock __pyx_t_5; - PyThread_type_lock __pyx_t_6; __Pyx_RefNannySetupContext("__dealloc__", 0); - /* "View.MemoryView":369 + /* "View.MemoryView":342 * * def __dealloc__(memoryview self): * if self.obj is not None: # <<<<<<<<<<<<<< @@ -5393,16 +5167,16 @@ static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__deal __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":370 + /* "View.MemoryView":343 * def __dealloc__(memoryview self): * if self.obj is not None: * __Pyx_ReleaseBuffer(&self.view) # <<<<<<<<<<<<<< * - * cdef int i + * if self.lock != NULL: */ __Pyx_ReleaseBuffer((&__pyx_v_self->view)); - /* "View.MemoryView":369 + /* "View.MemoryView":342 * * def __dealloc__(memoryview self): * if self.obj is not None: # <<<<<<<<<<<<<< @@ -5411,126 +5185,35 @@ static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__deal */ } - /* "View.MemoryView":374 - * cdef int i - * global __pyx_memoryview_thread_locks_used + /* "View.MemoryView":345 + * __Pyx_ReleaseBuffer(&self.view) + * * if self.lock != NULL: # <<<<<<<<<<<<<< - * for i in range(__pyx_memoryview_thread_locks_used): - * if __pyx_memoryview_thread_locks[i] is self.lock: + * PyThread_free_lock(self.lock) + * */ __pyx_t_2 = ((__pyx_v_self->lock != NULL) != 0); if (__pyx_t_2) { - /* "View.MemoryView":375 - * global __pyx_memoryview_thread_locks_used - * if self.lock != NULL: - * for i in range(__pyx_memoryview_thread_locks_used): # <<<<<<<<<<<<<< - * if __pyx_memoryview_thread_locks[i] is self.lock: - * __pyx_memoryview_thread_locks_used -= 1 - */ - __pyx_t_3 = __pyx_memoryview_thread_locks_used; - for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { - __pyx_v_i = __pyx_t_4; - - /* "View.MemoryView":376 - * if self.lock != NULL: - * for i in range(__pyx_memoryview_thread_locks_used): - * if __pyx_memoryview_thread_locks[i] is self.lock: # <<<<<<<<<<<<<< - * __pyx_memoryview_thread_locks_used -= 1 - * if i != __pyx_memoryview_thread_locks_used: - */ - __pyx_t_2 = (((__pyx_memoryview_thread_locks[__pyx_v_i]) == __pyx_v_self->lock) != 0); - if (__pyx_t_2) { - - /* "View.MemoryView":377 - * for i in range(__pyx_memoryview_thread_locks_used): - * if __pyx_memoryview_thread_locks[i] is self.lock: - * __pyx_memoryview_thread_locks_used -= 1 # <<<<<<<<<<<<<< - * if i != __pyx_memoryview_thread_locks_used: - * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( - */ - __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used - 1); - - /* "View.MemoryView":378 - * if __pyx_memoryview_thread_locks[i] is self.lock: - * __pyx_memoryview_thread_locks_used -= 1 - * if i != __pyx_memoryview_thread_locks_used: # <<<<<<<<<<<<<< - * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( - * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) - */ - __pyx_t_2 = ((__pyx_v_i != __pyx_memoryview_thread_locks_used) != 0); - if (__pyx_t_2) { - - /* "View.MemoryView":380 - * if i != __pyx_memoryview_thread_locks_used: - * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( - * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) # <<<<<<<<<<<<<< - * break - * else: - */ - __pyx_t_5 = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]); - __pyx_t_6 = (__pyx_memoryview_thread_locks[__pyx_v_i]); - - /* "View.MemoryView":379 - * __pyx_memoryview_thread_locks_used -= 1 - * if i != __pyx_memoryview_thread_locks_used: - * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( # <<<<<<<<<<<<<< - * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) - * break - */ - (__pyx_memoryview_thread_locks[__pyx_v_i]) = __pyx_t_5; - (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]) = __pyx_t_6; - - /* "View.MemoryView":378 - * if __pyx_memoryview_thread_locks[i] is self.lock: - * __pyx_memoryview_thread_locks_used -= 1 - * if i != __pyx_memoryview_thread_locks_used: # <<<<<<<<<<<<<< - * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( - * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) - */ - } - - /* "View.MemoryView":381 - * __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = ( - * __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i]) - * break # <<<<<<<<<<<<<< - * else: - * PyThread_free_lock(self.lock) - */ - goto __pyx_L6_break; 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__Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_4 = NULL; } else { - __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 389, __pyx_L1_error) + __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 389, __pyx_L1_error) + __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } for (;;) { if (likely(!__pyx_t_4)) { if (likely(PyList_CheckExact(__pyx_t_2))) { if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(1, 389, __pyx_L1_error) + __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 389, __pyx_L1_error) + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } else { if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(1, 389, __pyx_L1_error) + __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 389, __pyx_L1_error) + __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); #endif } @@ -5615,7 +5301,7 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else __PYX_ERR(1, 389, __pyx_L1_error) + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -5626,18 +5312,18 @@ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__py __pyx_v_dim = __pyx_t_1; __pyx_t_1 = (__pyx_t_1 + 1); - /* "View.MemoryView":390 + /* "View.MemoryView":353 * * for dim, idx in enumerate(index): * itemp = pybuffer_index(&self.view, itemp, idx, dim) # <<<<<<<<<<<<<< * * return itemp */ - __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); 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if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 418, __pyx_L1_error) + __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; } __pyx_L3:; - /* "View.MemoryView":408 + /* "View.MemoryView":371 * return self.convert_item_to_object(itemp) * * def __setitem__(memoryview self, object index, object value): # <<<<<<<<<<<<<< @@ -6064,7 +5756,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setit return __pyx_r; } -/* "View.MemoryView":420 +/* "View.MemoryView":383 * self.setitem_indexed(index, value) * * cdef is_slice(self, obj): # <<<<<<<<<<<<<< @@ -6084,10 +5776,13 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ PyObject *__pyx_t_7 = NULL; PyObject *__pyx_t_8 = NULL; int __pyx_t_9; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("is_slice", 0); __Pyx_INCREF(__pyx_v_obj); - /* "View.MemoryView":421 + /* "View.MemoryView":384 * * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): # <<<<<<<<<<<<<< @@ -6098,7 +5793,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":422 + /* "View.MemoryView":385 * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): * try: # <<<<<<<<<<<<<< @@ -6106,42 +5801,40 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ * self.dtype_is_object) */ { - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign __Pyx_ExceptionSave(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5); __Pyx_XGOTREF(__pyx_t_3); __Pyx_XGOTREF(__pyx_t_4); __Pyx_XGOTREF(__pyx_t_5); /*try:*/ { - /* "View.MemoryView":423 + /* "View.MemoryView":386 * if not isinstance(obj, memoryview): * try: * obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS, # <<<<<<<<<<<<<< * self.dtype_is_object) * except TypeError: */ - __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) __PYX_ERR(1, 423, __pyx_L4_error) + __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_6); - /* "View.MemoryView":424 + /* "View.MemoryView":387 * try: * obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS, * self.dtype_is_object) # <<<<<<<<<<<<<< * except TypeError: * return None */ - __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) __PYX_ERR(1, 424, __pyx_L4_error) + __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); - /* "View.MemoryView":423 + /* "View.MemoryView":386 * if not isinstance(obj, memoryview): * try: * obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS, # <<<<<<<<<<<<<< * self.dtype_is_object) * except TypeError: */ - __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 423, __pyx_L4_error) + __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_INCREF(__pyx_v_obj); __Pyx_GIVEREF(__pyx_v_obj); @@ -6152,13 +5845,13 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7); __pyx_t_6 = 0; __pyx_t_7 = 0; - __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(1, 423, __pyx_L4_error) + __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7); __pyx_t_7 = 0; - /* "View.MemoryView":422 + /* "View.MemoryView":385 * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): * try: # <<<<<<<<<<<<<< @@ -6171,27 +5864,26 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0; goto __pyx_L11_try_end; __pyx_L4_error:; - __Pyx_PyThreadState_assign __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0; __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0; - /* "View.MemoryView":425 + /* "View.MemoryView":388 * obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS, * self.dtype_is_object) * except TypeError: # <<<<<<<<<<<<<< * return None * */ - __pyx_t_9 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError); + __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_TypeError); if (__pyx_t_9) { __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) __PYX_ERR(1, 425, __pyx_L6_except_error) + if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_8); __Pyx_GOTREF(__pyx_t_6); - /* "View.MemoryView":426 + /* "View.MemoryView":389 * self.dtype_is_object) * except TypeError: * return None # <<<<<<<<<<<<<< @@ -6209,21 +5901,19 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ goto __pyx_L6_except_error; __pyx_L6_except_error:; - /* "View.MemoryView":422 + /* "View.MemoryView":385 * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): * try: # <<<<<<<<<<<<<< * obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS, * self.dtype_is_object) */ - __Pyx_PyThreadState_assign __Pyx_XGIVEREF(__pyx_t_3); __Pyx_XGIVEREF(__pyx_t_4); __Pyx_XGIVEREF(__pyx_t_5); __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5); goto __pyx_L1_error; __pyx_L7_except_return:; - __Pyx_PyThreadState_assign __Pyx_XGIVEREF(__pyx_t_3); __Pyx_XGIVEREF(__pyx_t_4); __Pyx_XGIVEREF(__pyx_t_5); @@ -6232,7 +5922,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_L11_try_end:; } - /* "View.MemoryView":421 + /* "View.MemoryView":384 * * cdef is_slice(self, obj): * if not isinstance(obj, memoryview): # <<<<<<<<<<<<<< @@ -6241,7 +5931,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ */ } - /* "View.MemoryView":428 + /* "View.MemoryView":391 * return None * * return obj # <<<<<<<<<<<<<< @@ -6253,7 +5943,7 @@ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_ __pyx_r = __pyx_v_obj; 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__pyx_t_4 = 0; } __pyx_L3:; - /* "View.MemoryView":503 + /* "View.MemoryView":466 * bytesvalue = struct.pack(self.view.format, value) * * for i, c in enumerate(bytesvalue): # <<<<<<<<<<<<<< @@ -7105,7 +6802,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_7 = 0; if (unlikely(__pyx_v_bytesvalue == Py_None)) { PyErr_SetString(PyExc_TypeError, "'NoneType' is not iterable"); - __PYX_ERR(1, 503, __pyx_L1_error) + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __Pyx_INCREF(__pyx_v_bytesvalue); __pyx_t_9 = __pyx_v_bytesvalue; @@ -7115,7 +6812,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie __pyx_t_10 = __pyx_t_13; __pyx_v_c = (__pyx_t_10[0]); - /* "View.MemoryView":504 + /* "View.MemoryView":467 * * for i, c in enumerate(bytesvalue): * itemp[i] = c # <<<<<<<<<<<<<< @@ -7124,7 +6821,7 @@ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryvie */ __pyx_v_i = __pyx_t_7; 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} - /* "View.MemoryView":508 + /* "View.MemoryView":471 * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): * if flags & PyBUF_STRIDES: # <<<<<<<<<<<<<< @@ -7218,7 +6915,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0); if (__pyx_t_1) { - /* "View.MemoryView":509 + /* "View.MemoryView":472 * def __getbuffer__(self, Py_buffer *info, int flags): * if flags & PyBUF_STRIDES: * info.shape = self.view.shape # <<<<<<<<<<<<<< @@ -7228,7 +6925,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_2 = __pyx_v_self->view.shape; __pyx_v_info->shape = __pyx_t_2; - /* "View.MemoryView":508 + /* "View.MemoryView":471 * @cname('getbuffer') * def __getbuffer__(self, Py_buffer *info, int flags): * if flags & PyBUF_STRIDES: # <<<<<<<<<<<<<< @@ -7238,7 +6935,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L3; } - /* "View.MemoryView":511 + /* "View.MemoryView":474 * info.shape = self.view.shape * else: * info.shape = NULL # <<<<<<<<<<<<<< @@ -7250,7 +6947,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu } __pyx_L3:; - /* "View.MemoryView":513 + /* "View.MemoryView":476 * info.shape = NULL * * if flags & PyBUF_STRIDES: # <<<<<<<<<<<<<< @@ -7260,7 +6957,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0); if (__pyx_t_1) { - /* "View.MemoryView":514 + /* "View.MemoryView":477 * * if flags & PyBUF_STRIDES: * info.strides = self.view.strides # <<<<<<<<<<<<<< @@ -7270,7 +6967,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_2 = __pyx_v_self->view.strides; __pyx_v_info->strides = __pyx_t_2; - /* "View.MemoryView":513 + /* "View.MemoryView":476 * info.shape = NULL * * if flags & PyBUF_STRIDES: # <<<<<<<<<<<<<< @@ -7280,7 +6977,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L4; } - /* "View.MemoryView":516 + /* "View.MemoryView":479 * info.strides = self.view.strides * else: * info.strides = NULL # <<<<<<<<<<<<<< @@ -7292,7 +6989,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu } __pyx_L4:; - /* "View.MemoryView":518 + /* "View.MemoryView":481 * info.strides = NULL * * if flags & PyBUF_INDIRECT: # <<<<<<<<<<<<<< @@ -7302,7 +6999,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_1 = ((__pyx_v_flags & PyBUF_INDIRECT) != 0); if (__pyx_t_1) { - /* "View.MemoryView":519 + /* "View.MemoryView":482 * * if flags & PyBUF_INDIRECT: * info.suboffsets = self.view.suboffsets # <<<<<<<<<<<<<< @@ -7312,7 +7009,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_2 = __pyx_v_self->view.suboffsets; __pyx_v_info->suboffsets = __pyx_t_2; - /* "View.MemoryView":518 + /* "View.MemoryView":481 * info.strides = NULL * * if flags & PyBUF_INDIRECT: # <<<<<<<<<<<<<< @@ -7322,7 +7019,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L5; } - /* "View.MemoryView":521 + /* "View.MemoryView":484 * info.suboffsets = self.view.suboffsets * else: * info.suboffsets = NULL # <<<<<<<<<<<<<< @@ -7334,7 +7031,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu } __pyx_L5:; - /* "View.MemoryView":523 + /* "View.MemoryView":486 * info.suboffsets = NULL * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< @@ -7344,7 +7041,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0); if (__pyx_t_1) { - /* "View.MemoryView":524 + /* "View.MemoryView":487 * * if flags & PyBUF_FORMAT: * info.format = self.view.format # <<<<<<<<<<<<<< @@ -7354,7 +7051,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu __pyx_t_3 = __pyx_v_self->view.format; __pyx_v_info->format = __pyx_t_3; - /* "View.MemoryView":523 + /* "View.MemoryView":486 * info.suboffsets = NULL * * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< @@ -7364,7 +7061,7 @@ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbu goto __pyx_L6; 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/*proto*/ -static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -7981,27 +7693,30 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(s PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":573 - * @property - * def itemsize(self): - * return self.view.itemsize # <<<<<<<<<<<<<< + /* "View.MemoryView":543 + * @cname('__pyx_memoryview_get_itemsize') + * def __get__(self): + * return self.view.itemsize # <<<<<<<<<<<<<< * - * @property + * property nbytes: */ __Pyx_XDECREF(__pyx_r); 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/*proto*/ -static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -8118,63 +7836,66 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struc Py_ssize_t *__pyx_t_4; Py_ssize_t *__pyx_t_5; PyObject *__pyx_t_6 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":581 - * @property - * def size(self): - * if self._size is None: # <<<<<<<<<<<<<< - * result = 1 + /* "View.MemoryView":553 + * @cname('__pyx_memoryview_get_size') + * def __get__(self): + * if self._size is None: # <<<<<<<<<<<<<< + * result = 1 * */ __pyx_t_1 = (__pyx_v_self->_size == Py_None); __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":582 - * def size(self): - * if self._size is None: - * result = 1 # <<<<<<<<<<<<<< + /* "View.MemoryView":554 + * def __get__(self): + * if self._size is None: + * result = 1 # <<<<<<<<<<<<<< * - * for length in self.view.shape[:self.view.ndim]: + * for length in self.view.shape[:self.view.ndim]: */ __Pyx_INCREF(__pyx_int_1); __pyx_v_result = __pyx_int_1; - /* "View.MemoryView":584 - * result = 1 + /* "View.MemoryView":556 + * result = 1 * - * for length in self.view.shape[:self.view.ndim]: # <<<<<<<<<<<<<< - * result *= length + * for length in self.view.shape[:self.view.ndim]: # <<<<<<<<<<<<<< + * result *= length * */ __pyx_t_4 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim); for (__pyx_t_5 = __pyx_v_self->view.shape; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) { __pyx_t_3 = __pyx_t_5; - __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) __PYX_ERR(1, 584, __pyx_L1_error) + __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; 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__pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } else { if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break; #if CYTHON_COMPILING_IN_CPYTHON - __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) __PYX_ERR(1, 732, __pyx_L1_error) + __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #else - __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 732, __pyx_L1_error) + __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); #endif } @@ -9700,7 +9451,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else __PYX_ERR(1, 732, __pyx_L1_error) + else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } break; } @@ -9711,7 +9462,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_v_dim = __pyx_t_6; __pyx_t_6 = (__pyx_t_6 + 1); - /* "View.MemoryView":733 + /* "View.MemoryView":705 * * for dim, index in enumerate(indices): * if PyIndex_Check(index): # <<<<<<<<<<<<<< @@ -9721,25 +9472,25 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_2 = (PyIndex_Check(__pyx_v_index) != 0); if (__pyx_t_2) { - /* "View.MemoryView":737 + /* "View.MemoryView":709 * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, * index, 0, 0, # start, stop, step # <<<<<<<<<<<<<< * 0, 0, 0, # have_{start,stop,step} * False) */ - __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 737, __pyx_L1_error) + __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":734 + /* "View.MemoryView":706 * for dim, index in enumerate(indices): * if PyIndex_Check(index): * slice_memviewslice( # <<<<<<<<<<<<<< * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) __PYX_ERR(1, 734, __pyx_L1_error) + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); 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__Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L7_bool_binop_done; @@ -9829,20 +9580,20 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_L7_bool_binop_done:; __pyx_v_start = __pyx_t_10; - /* "View.MemoryView":747 + /* "View.MemoryView":719 * else: * start = index.start or 0 * stop = index.stop or 0 # <<<<<<<<<<<<<< * step = index.step or 0 * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 747, __pyx_L1_error) + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(1, 747, __pyx_L1_error) + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 747, __pyx_L1_error) + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L9_bool_binop_done; @@ -9851,20 +9602,20 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_L9_bool_binop_done:; __pyx_v_stop = __pyx_t_10; - /* "View.MemoryView":748 + /* "View.MemoryView":720 * start = index.start or 0 * stop = index.stop or 0 * step = index.step or 0 # <<<<<<<<<<<<<< * * have_start = index.start is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 748, __pyx_L1_error) + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); - __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(1, 748, __pyx_L1_error) + __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (!__pyx_t_1) { __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; } else { - __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(1, 748, __pyx_L1_error) + __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = __pyx_t_12; __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; goto __pyx_L11_bool_binop_done; @@ -9873,55 +9624,55 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_L11_bool_binop_done:; __pyx_v_step = __pyx_t_10; - /* "View.MemoryView":750 + /* "View.MemoryView":722 * step = index.step or 0 * * have_start = index.start is not None # <<<<<<<<<<<<<< * have_stop = index.stop is not None * have_step = index.step is not None */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 750, __pyx_L1_error) + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_v_have_start = __pyx_t_1; - /* "View.MemoryView":751 + /* "View.MemoryView":723 * * have_start = index.start is not None * have_stop = index.stop is not None # <<<<<<<<<<<<<< * have_step = index.step is not None * */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 751, __pyx_L1_error) + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_v_have_stop = __pyx_t_1; - /* "View.MemoryView":752 + /* "View.MemoryView":724 * have_start = index.start is not None * have_stop = index.stop is not None * have_step = index.step is not None # <<<<<<<<<<<<<< * * slice_memviewslice( */ - __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) __PYX_ERR(1, 752, __pyx_L1_error) + __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_9); __pyx_t_1 = (__pyx_t_9 != Py_None); __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0; __pyx_v_have_step = __pyx_t_1; - /* "View.MemoryView":754 + /* "View.MemoryView":726 * have_step = index.step is not None * * slice_memviewslice( # <<<<<<<<<<<<<< * p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim], * dim, new_ndim, p_suboffset_dim, */ - __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) __PYX_ERR(1, 754, __pyx_L1_error) + __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":760 + /* "View.MemoryView":732 * have_start, have_stop, have_step, * True) * new_ndim += 1 # <<<<<<<<<<<<<< @@ -9932,7 +9683,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ } __pyx_L6:; - /* "View.MemoryView":732 + /* "View.MemoryView":704 * cdef bint have_start, have_stop, have_step * * for dim, index in enumerate(indices): # <<<<<<<<<<<<<< @@ -9942,7 +9693,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - /* "View.MemoryView":762 + /* "View.MemoryView":734 * new_ndim += 1 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -9953,7 +9704,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":763 + /* "View.MemoryView":735 * * if isinstance(memview, _memoryviewslice): * return memoryview_fromslice(dst, new_ndim, # <<<<<<<<<<<<<< @@ -9962,39 +9713,39 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ */ __Pyx_XDECREF(((PyObject *)__pyx_r)); - /* "View.MemoryView":764 + /* "View.MemoryView":736 * if isinstance(memview, _memoryviewslice): * return memoryview_fromslice(dst, new_ndim, * memviewsliceobj.to_object_func, # <<<<<<<<<<<<<< * memviewsliceobj.to_dtype_func, * memview.dtype_is_object) */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(1, 764, __pyx_L1_error) } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - /* "View.MemoryView":765 + /* "View.MemoryView":737 * return memoryview_fromslice(dst, new_ndim, * memviewsliceobj.to_object_func, * memviewsliceobj.to_dtype_func, # <<<<<<<<<<<<<< * memview.dtype_is_object) * else: */ - if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(1, 765, __pyx_L1_error) } + if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - /* "View.MemoryView":763 + /* "View.MemoryView":735 * * if isinstance(memview, _memoryviewslice): * return memoryview_fromslice(dst, new_ndim, # <<<<<<<<<<<<<< * memviewsliceobj.to_object_func, * memviewsliceobj.to_dtype_func, */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 763, __pyx_L1_error) + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(1, 763, __pyx_L1_error) + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; - /* "View.MemoryView":762 + /* "View.MemoryView":734 * new_ndim += 1 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -10003,7 +9754,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ */ } - /* "View.MemoryView":768 + /* "View.MemoryView":740 * memview.dtype_is_object) * else: * return memoryview_fromslice(dst, new_ndim, NULL, NULL, # <<<<<<<<<<<<<< @@ -10013,30 +9764,30 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ /*else*/ { __Pyx_XDECREF(((PyObject *)__pyx_r)); - /* "View.MemoryView":769 + /* "View.MemoryView":741 * else: * return memoryview_fromslice(dst, new_ndim, NULL, NULL, * memview.dtype_is_object) # <<<<<<<<<<<<<< * * */ - __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 768, __pyx_L1_error) + __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - /* "View.MemoryView":768 + /* "View.MemoryView":740 * memview.dtype_is_object) * else: * return memoryview_fromslice(dst, new_ndim, NULL, NULL, # <<<<<<<<<<<<<< * memview.dtype_is_object) * */ - if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(1, 768, __pyx_L1_error) + if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; } - /* "View.MemoryView":696 + /* "View.MemoryView":668 * * @cname('__pyx_memview_slice') * cdef memoryview memview_slice(memoryview memview, object indices): # <<<<<<<<<<<<<< @@ -10058,7 +9809,7 @@ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_ return __pyx_r; } -/* "View.MemoryView":793 +/* "View.MemoryView":765 * * @cname('__pyx_memoryview_slice_memviewslice') * cdef int slice_memviewslice( # <<<<<<<<<<<<<< @@ -10073,8 +9824,11 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; - /* "View.MemoryView":813 + /* "View.MemoryView":785 * cdef bint negative_step * * if not is_slice: # <<<<<<<<<<<<<< @@ -10084,7 +9838,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0); if (__pyx_t_1) { - /* "View.MemoryView":815 + /* "View.MemoryView":787 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< @@ -10094,7 +9848,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_1 = ((__pyx_v_start < 0) != 0); if (__pyx_t_1) { - /* "View.MemoryView":816 + /* "View.MemoryView":788 * * if start < 0: * start += shape # <<<<<<<<<<<<<< @@ -10103,7 +9857,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); - /* "View.MemoryView":815 + /* "View.MemoryView":787 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< @@ -10112,7 +9866,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":817 + /* "View.MemoryView":789 * if start < 0: * start += shape * if not 0 <= start < shape: # <<<<<<<<<<<<<< @@ -10126,16 +9880,16 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":818 + /* "View.MemoryView":790 * start += shape * if not 0 <= start < shape: * _err_dim(IndexError, "Index out of bounds (axis %d)", dim) # <<<<<<<<<<<<<< * else: * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"Index out of bounds (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(1, 818, __pyx_L1_error) + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":817 + /* "View.MemoryView":789 * if start < 0: * start += shape * if not 0 <= start < shape: # <<<<<<<<<<<<<< @@ -10144,7 +9898,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":813 + /* "View.MemoryView":785 * cdef bint negative_step * * if not is_slice: # <<<<<<<<<<<<<< @@ -10154,7 +9908,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L3; } - /* "View.MemoryView":821 + /* "View.MemoryView":793 * else: * * negative_step = have_step != 0 and step < 0 # <<<<<<<<<<<<<< @@ -10173,7 +9927,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_L6_bool_binop_done:; __pyx_v_negative_step = __pyx_t_2; - /* "View.MemoryView":823 + /* "View.MemoryView":795 * negative_step = have_step != 0 and step < 0 * * if have_step and step == 0: # <<<<<<<<<<<<<< @@ -10191,16 +9945,16 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_L9_bool_binop_done:; if (__pyx_t_2) { - /* "View.MemoryView":824 + /* "View.MemoryView":796 * * if have_step and step == 0: * _err_dim(ValueError, "Step may not be zero (axis %d)", dim) # <<<<<<<<<<<<<< * * */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Step may not be zero (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(1, 824, __pyx_L1_error) + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":823 + /* "View.MemoryView":795 * negative_step = have_step != 0 and step < 0 * * if have_step and step == 0: # <<<<<<<<<<<<<< @@ -10209,7 +9963,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":827 + /* "View.MemoryView":799 * * * if have_start: # <<<<<<<<<<<<<< @@ -10219,7 +9973,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_have_start != 0); if (__pyx_t_2) { - /* "View.MemoryView":828 + /* "View.MemoryView":800 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< @@ -10229,7 +9983,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_start < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":829 + /* "View.MemoryView":801 * if have_start: * if start < 0: * start += shape # <<<<<<<<<<<<<< @@ -10238,7 +9992,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); - /* "View.MemoryView":830 + /* "View.MemoryView":802 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< @@ -10248,7 +10002,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_start < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":831 + /* "View.MemoryView":803 * start += shape * if start < 0: * start = 0 # <<<<<<<<<<<<<< @@ -10257,7 +10011,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = 0; - /* "View.MemoryView":830 + /* "View.MemoryView":802 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< @@ -10266,7 +10020,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":828 + /* "View.MemoryView":800 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< @@ -10276,7 +10030,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L12; } - /* "View.MemoryView":832 + /* "View.MemoryView":804 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< @@ -10286,7 +10040,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0); if (__pyx_t_2) { - /* "View.MemoryView":833 + /* "View.MemoryView":805 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< @@ -10296,7 +10050,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { - /* "View.MemoryView":834 + /* "View.MemoryView":806 * elif start >= shape: * if negative_step: * start = shape - 1 # <<<<<<<<<<<<<< @@ -10305,7 +10059,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_shape - 1); - /* "View.MemoryView":833 + /* "View.MemoryView":805 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< @@ -10315,7 +10069,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L14; } - /* "View.MemoryView":836 + /* "View.MemoryView":808 * start = shape - 1 * else: * start = shape # <<<<<<<<<<<<<< @@ -10327,7 +10081,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L14:; - /* "View.MemoryView":832 + /* "View.MemoryView":804 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< @@ -10337,7 +10091,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L12:; - /* "View.MemoryView":827 + /* "View.MemoryView":799 * * * if have_start: # <<<<<<<<<<<<<< @@ -10347,7 +10101,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L11; } - /* "View.MemoryView":838 + /* "View.MemoryView":810 * start = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10358,7 +10112,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { - /* "View.MemoryView":839 + /* "View.MemoryView":811 * else: * if negative_step: * start = shape - 1 # <<<<<<<<<<<<<< @@ -10367,7 +10121,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_start = (__pyx_v_shape - 1); - /* "View.MemoryView":838 + /* "View.MemoryView":810 * start = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10377,7 +10131,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L15; } - /* "View.MemoryView":841 + /* "View.MemoryView":813 * start = shape - 1 * else: * start = 0 # <<<<<<<<<<<<<< @@ -10391,7 +10145,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L11:; - /* "View.MemoryView":843 + /* "View.MemoryView":815 * start = 0 * * if have_stop: # <<<<<<<<<<<<<< @@ -10401,7 +10155,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_have_stop != 0); if (__pyx_t_2) { - /* "View.MemoryView":844 + /* "View.MemoryView":816 * * if have_stop: * if stop < 0: # <<<<<<<<<<<<<< @@ -10411,7 +10165,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_stop < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":845 + /* "View.MemoryView":817 * if have_stop: * if stop < 0: * stop += shape # <<<<<<<<<<<<<< @@ -10420,7 +10174,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape); - /* "View.MemoryView":846 + /* "View.MemoryView":818 * if stop < 0: * stop += shape * if stop < 0: # <<<<<<<<<<<<<< @@ -10430,7 +10184,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_stop < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":847 + /* "View.MemoryView":819 * stop += shape * if stop < 0: * stop = 0 # <<<<<<<<<<<<<< @@ -10439,7 +10193,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = 0; - /* "View.MemoryView":846 + /* "View.MemoryView":818 * if stop < 0: * stop += shape * if stop < 0: # <<<<<<<<<<<<<< @@ -10448,7 +10202,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":844 + /* "View.MemoryView":816 * * if have_stop: * if stop < 0: # <<<<<<<<<<<<<< @@ -10458,7 +10212,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L17; } - /* "View.MemoryView":848 + /* "View.MemoryView":820 * if stop < 0: * stop = 0 * elif stop > shape: # <<<<<<<<<<<<<< @@ -10468,7 +10222,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0); if (__pyx_t_2) { - /* "View.MemoryView":849 + /* "View.MemoryView":821 * stop = 0 * elif stop > shape: * stop = shape # <<<<<<<<<<<<<< @@ -10477,7 +10231,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = __pyx_v_shape; - /* "View.MemoryView":848 + /* "View.MemoryView":820 * if stop < 0: * stop = 0 * elif stop > shape: # <<<<<<<<<<<<<< @@ -10487,7 +10241,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L17:; - /* "View.MemoryView":843 + /* "View.MemoryView":815 * start = 0 * * if have_stop: # <<<<<<<<<<<<<< @@ -10497,7 +10251,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L16; } - /* "View.MemoryView":851 + /* "View.MemoryView":823 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10508,7 +10262,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (__pyx_v_negative_step != 0); if (__pyx_t_2) { - /* "View.MemoryView":852 + /* "View.MemoryView":824 * else: * if negative_step: * stop = -1 # <<<<<<<<<<<<<< @@ -10517,7 +10271,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_stop = -1L; - /* "View.MemoryView":851 + /* "View.MemoryView":823 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< @@ -10527,7 +10281,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L19; } - /* "View.MemoryView":854 + /* "View.MemoryView":826 * stop = -1 * else: * stop = shape # <<<<<<<<<<<<<< @@ -10541,7 +10295,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L16:; - /* "View.MemoryView":856 + /* "View.MemoryView":828 * stop = shape * * if not have_step: # <<<<<<<<<<<<<< @@ -10551,7 +10305,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":857 + /* "View.MemoryView":829 * * if not have_step: * step = 1 # <<<<<<<<<<<<<< @@ -10560,7 +10314,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_step = 1; - /* "View.MemoryView":856 + /* "View.MemoryView":828 * stop = shape * * if not have_step: # <<<<<<<<<<<<<< @@ -10569,7 +10323,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":861 + /* "View.MemoryView":833 * * with cython.cdivision(True): * new_shape = (stop - start) // step # <<<<<<<<<<<<<< @@ -10578,7 +10332,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step); - /* "View.MemoryView":863 + /* "View.MemoryView":835 * new_shape = (stop - start) // step * * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< @@ -10588,7 +10342,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":864 + /* "View.MemoryView":836 * * if (stop - start) - step * new_shape: * new_shape += 1 # <<<<<<<<<<<<<< @@ -10597,7 +10351,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_new_shape = (__pyx_v_new_shape + 1); - /* "View.MemoryView":863 + /* "View.MemoryView":835 * new_shape = (stop - start) // step * * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< @@ -10606,7 +10360,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":866 + /* "View.MemoryView":838 * new_shape += 1 * * if new_shape < 0: # <<<<<<<<<<<<<< @@ -10616,7 +10370,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":867 + /* "View.MemoryView":839 * * if new_shape < 0: * new_shape = 0 # <<<<<<<<<<<<<< @@ -10625,7 +10379,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_new_shape = 0; - /* "View.MemoryView":866 + /* "View.MemoryView":838 * new_shape += 1 * * if new_shape < 0: # <<<<<<<<<<<<<< @@ -10634,7 +10388,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":870 + /* "View.MemoryView":842 * * * dst.strides[new_ndim] = stride * step # <<<<<<<<<<<<<< @@ -10643,7 +10397,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step); - /* "View.MemoryView":871 + /* "View.MemoryView":843 * * dst.strides[new_ndim] = stride * step * dst.shape[new_ndim] = new_shape # <<<<<<<<<<<<<< @@ -10652,7 +10406,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape; - /* "View.MemoryView":872 + /* "View.MemoryView":844 * dst.strides[new_ndim] = stride * step * dst.shape[new_ndim] = new_shape * dst.suboffsets[new_ndim] = suboffset # <<<<<<<<<<<<<< @@ -10663,7 +10417,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L3:; - /* "View.MemoryView":875 + /* "View.MemoryView":847 * * * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< @@ -10673,7 +10427,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":876 + /* "View.MemoryView":848 * * if suboffset_dim[0] < 0: * dst.data += start * stride # <<<<<<<<<<<<<< @@ -10682,7 +10436,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride)); - /* "View.MemoryView":875 + /* "View.MemoryView":847 * * * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< @@ -10692,7 +10446,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L23; } - /* "View.MemoryView":878 + /* "View.MemoryView":850 * dst.data += start * stride * else: * dst.suboffsets[suboffset_dim[0]] += start * stride # <<<<<<<<<<<<<< @@ -10705,7 +10459,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L23:; - /* "View.MemoryView":880 + /* "View.MemoryView":852 * dst.suboffsets[suboffset_dim[0]] += start * stride * * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -10715,7 +10469,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":881 + /* "View.MemoryView":853 * * if suboffset >= 0: * if not is_slice: # <<<<<<<<<<<<<< @@ -10725,7 +10479,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":882 + /* "View.MemoryView":854 * if suboffset >= 0: * if not is_slice: * if new_ndim == 0: # <<<<<<<<<<<<<< @@ -10735,7 +10489,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":883 + /* "View.MemoryView":855 * if not is_slice: * if new_ndim == 0: * dst.data = ( dst.data)[0] + suboffset # <<<<<<<<<<<<<< @@ -10744,7 +10498,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset); - /* "View.MemoryView":882 + /* "View.MemoryView":854 * if suboffset >= 0: * if not is_slice: * if new_ndim == 0: # <<<<<<<<<<<<<< @@ -10754,7 +10508,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L26; } - /* "View.MemoryView":885 + /* "View.MemoryView":857 * dst.data = ( dst.data)[0] + suboffset * else: * _err_dim(IndexError, "All dimensions preceding dimension %d " # <<<<<<<<<<<<<< @@ -10763,18 +10517,18 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ /*else*/ { - /* "View.MemoryView":886 + /* "View.MemoryView":858 * else: * _err_dim(IndexError, "All dimensions preceding dimension %d " * "must be indexed and not sliced", dim) # <<<<<<<<<<<<<< * else: * suboffset_dim[0] = new_ndim */ - __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"All dimensions preceding dimension %d must be indexed and not sliced"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(1, 885, __pyx_L1_error) + __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L26:; - /* "View.MemoryView":881 + /* "View.MemoryView":853 * * if suboffset >= 0: * if not is_slice: # <<<<<<<<<<<<<< @@ -10784,7 +10538,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, goto __pyx_L25; } - /* "View.MemoryView":888 + /* "View.MemoryView":860 * "must be indexed and not sliced", dim) * else: * suboffset_dim[0] = new_ndim # <<<<<<<<<<<<<< @@ -10796,7 +10550,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, } __pyx_L25:; - /* "View.MemoryView":880 + /* "View.MemoryView":852 * dst.suboffsets[suboffset_dim[0]] += start * stride * * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -10805,7 +10559,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, */ } - /* "View.MemoryView":890 + /* "View.MemoryView":862 * suboffset_dim[0] = new_ndim * * return 0 # <<<<<<<<<<<<<< @@ -10815,7 +10569,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, __pyx_r = 0; goto __pyx_L0; - /* "View.MemoryView":793 + /* "View.MemoryView":765 * * @cname('__pyx_memoryview_slice_memviewslice') * cdef int slice_memviewslice( # <<<<<<<<<<<<<< @@ -10839,7 +10593,7 @@ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, return __pyx_r; } -/* "View.MemoryView":896 +/* "View.MemoryView":868 * * @cname('__pyx_pybuffer_index') * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, # <<<<<<<<<<<<<< @@ -10859,9 +10613,12 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P int __pyx_t_2; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("pybuffer_index", 0); - /* "View.MemoryView":898 + /* "View.MemoryView":870 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, * Py_ssize_t dim) except NULL: * cdef Py_ssize_t shape, stride, suboffset = -1 # <<<<<<<<<<<<<< @@ -10870,7 +10627,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_suboffset = -1L; - /* "View.MemoryView":899 + /* "View.MemoryView":871 * Py_ssize_t dim) except NULL: * cdef Py_ssize_t shape, stride, suboffset = -1 * cdef Py_ssize_t itemsize = view.itemsize # <<<<<<<<<<<<<< @@ -10880,7 +10637,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_1 = __pyx_v_view->itemsize; __pyx_v_itemsize = __pyx_t_1; - /* "View.MemoryView":902 + /* "View.MemoryView":874 * cdef char *resultp * * if view.ndim == 0: # <<<<<<<<<<<<<< @@ -10890,7 +10647,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_2 = ((__pyx_v_view->ndim == 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":903 + /* "View.MemoryView":875 * * if view.ndim == 0: * shape = view.len / itemsize # <<<<<<<<<<<<<< @@ -10899,15 +10656,15 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); - __PYX_ERR(1, 903, __pyx_L1_error) + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); - __PYX_ERR(1, 903, __pyx_L1_error) + {__pyx_filename = __pyx_f[1]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_v_shape = (__pyx_v_view->len / __pyx_v_itemsize); - /* "View.MemoryView":904 + /* "View.MemoryView":876 * if view.ndim == 0: * shape = view.len / itemsize * stride = itemsize # <<<<<<<<<<<<<< @@ -10916,7 +10673,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_stride = __pyx_v_itemsize; - /* "View.MemoryView":902 + /* "View.MemoryView":874 * cdef char *resultp * * if view.ndim == 0: # <<<<<<<<<<<<<< @@ -10926,7 +10683,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P goto __pyx_L3; } - /* "View.MemoryView":906 + /* "View.MemoryView":878 * stride = itemsize * else: * shape = view.shape[dim] # <<<<<<<<<<<<<< @@ -10936,7 +10693,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P /*else*/ { __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]); - /* "View.MemoryView":907 + /* "View.MemoryView":879 * else: * shape = view.shape[dim] * stride = view.strides[dim] # <<<<<<<<<<<<<< @@ -10945,7 +10702,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]); - /* "View.MemoryView":908 + /* "View.MemoryView":880 * shape = view.shape[dim] * stride = view.strides[dim] * if view.suboffsets != NULL: # <<<<<<<<<<<<<< @@ -10955,7 +10712,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P __pyx_t_2 = ((__pyx_v_view->suboffsets != NULL) != 0); if (__pyx_t_2) { - /* "View.MemoryView":909 + /* "View.MemoryView":881 * stride = view.strides[dim] * if view.suboffsets != NULL: * suboffset = view.suboffsets[dim] # <<<<<<<<<<<<<< @@ -10964,7 +10721,7 @@ static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, P */ __pyx_v_suboffset = (__pyx_v_view->suboffsets[__pyx_v_dim]); 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- /* "View.MemoryView":939 + /* "View.MemoryView":911 * for i in range(ndim / 2): * j = ndim - 1 - i * strides[i], strides[j] = strides[j], strides[i] # <<<<<<<<<<<<<< @@ -11241,7 +11001,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { (__pyx_v_strides[__pyx_v_i]) = __pyx_t_4; (__pyx_v_strides[__pyx_v_j]) = __pyx_t_5; - /* "View.MemoryView":940 + /* "View.MemoryView":912 * j = ndim - 1 - i * strides[i], strides[j] = strides[j], strides[i] * shape[i], shape[j] = shape[j], shape[i] # <<<<<<<<<<<<<< @@ -11253,7 +11013,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { (__pyx_v_shape[__pyx_v_i]) = __pyx_t_5; (__pyx_v_shape[__pyx_v_j]) = __pyx_t_4; - /* "View.MemoryView":942 + /* "View.MemoryView":914 * shape[i], shape[j] = shape[j], shape[i] * * if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0: # <<<<<<<<<<<<<< @@ -11271,16 +11031,16 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { __pyx_L6_bool_binop_done:; if (__pyx_t_6) { - /* "View.MemoryView":943 + /* "View.MemoryView":915 * * if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0: * _err(ValueError, "Cannot transpose memoryview with indirect dimensions") # <<<<<<<<<<<<<< * * return 1 */ - __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, ((char *)"Cannot transpose memoryview with indirect dimensions")); if (unlikely(__pyx_t_8 == -1)) __PYX_ERR(1, 943, __pyx_L1_error) + __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":942 + /* "View.MemoryView":914 * shape[i], shape[j] = shape[j], shape[i] * * if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0: # <<<<<<<<<<<<<< @@ -11290,7 +11050,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { } } - /* "View.MemoryView":945 + /* "View.MemoryView":917 * _err(ValueError, "Cannot transpose memoryview with indirect dimensions") * * return 1 # <<<<<<<<<<<<<< @@ -11300,7 +11060,7 @@ static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { __pyx_r = 1; 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if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 969, __pyx_L1_error) + __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_r = __pyx_t_2; __pyx_t_2 = 0; goto __pyx_L0; } - /* "View.MemoryView":965 + /* "View.MemoryView":937 * __PYX_XDEC_MEMVIEW(&self.from_slice, 1) * * cdef convert_item_to_object(self, char *itemp): # <<<<<<<<<<<<<< @@ -11451,7 +11214,7 @@ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memor return __pyx_r; } -/* "View.MemoryView":971 +/* "View.MemoryView":943 * return memoryview.convert_item_to_object(self, itemp) * * cdef assign_item_from_object(self, char *itemp, object value): # <<<<<<<<<<<<<< @@ -11465,9 +11228,12 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo int __pyx_t_1; int __pyx_t_2; PyObject *__pyx_t_3 = NULL; 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__pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":972 + /* "View.MemoryView":944 * * cdef assign_item_from_object(self, char *itemp, object value): * if self.to_dtype_func != NULL: # <<<<<<<<<<<<<< @@ -11496,21 +11262,21 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo goto __pyx_L3; } - /* "View.MemoryView":975 + /* "View.MemoryView":947 * self.to_dtype_func(itemp, value) * else: * memoryview.assign_item_from_object(self, itemp, value) # <<<<<<<<<<<<<< * - * @property + * property base: */ /*else*/ { - __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 975, __pyx_L1_error) + __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; } __pyx_L3:; - /* "View.MemoryView":971 + /* "View.MemoryView":943 * return memoryview.convert_item_to_object(self, itemp) * * cdef assign_item_from_object(self, char *itemp, object value): # <<<<<<<<<<<<<< @@ -11531,17 +11297,17 @@ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memo return __pyx_r; } -/* "View.MemoryView":978 - * - * @property - * def base(self): # <<<<<<<<<<<<<< - * return self.from_object +/* "View.MemoryView":951 + * property base: + * @cname('__pyx_memoryviewslice__get__base') + * def __get__(self): # <<<<<<<<<<<<<< + * return self.from_object * */ /* Python wrapper */ -static PyObject *__pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(PyObject *__pyx_v_self); /*proto*/ -static PyObject *__pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(PyObject *__pyx_v_self) { +static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/ +static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self) { PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__ (wrapper)", 0); @@ -11557,10 +11323,10 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__ __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("__get__", 0); - /* "View.MemoryView":979 - * @property - * def base(self): - * return self.from_object # <<<<<<<<<<<<<< + /* "View.MemoryView":952 + * @cname('__pyx_memoryviewslice__get__base') + * def __get__(self): + * return self.from_object # <<<<<<<<<<<<<< * * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") */ @@ -11569,11 +11335,11 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__ __pyx_r = __pyx_v_self->from_object; goto __pyx_L0; - /* "View.MemoryView":978 - * - * @property - * def base(self): # <<<<<<<<<<<<<< - * return self.from_object + /* "View.MemoryView":951 + * property base: + * @cname('__pyx_memoryviewslice__get__base') + * def __get__(self): # <<<<<<<<<<<<<< + * return self.from_object * */ @@ -11584,7 +11350,7 @@ static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__ return __pyx_r; } -/* "View.MemoryView":985 +/* "View.MemoryView":958 * * @cname('__pyx_memoryview_fromslice') * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice, # <<<<<<<<<<<<<< @@ -11607,9 +11373,12 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl Py_ssize_t *__pyx_t_7; Py_ssize_t *__pyx_t_8; Py_ssize_t __pyx_t_9; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memoryview_fromslice", 0); - /* "View.MemoryView":993 + /* "View.MemoryView":966 * cdef _memoryviewslice result * * if memviewslice.memview == Py_None: # <<<<<<<<<<<<<< @@ -11619,7 +11388,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_1 = ((((PyObject *)__pyx_v_memviewslice.memview) == Py_None) != 0); if (__pyx_t_1) { - /* "View.MemoryView":994 + /* "View.MemoryView":967 * * if memviewslice.memview == Py_None: * return None # <<<<<<<<<<<<<< @@ -11631,7 +11400,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_r = Py_None; goto __pyx_L0; - /* "View.MemoryView":993 + /* "View.MemoryView":966 * cdef _memoryviewslice result * * if memviewslice.memview == Py_None: # <<<<<<<<<<<<<< @@ -11640,16 +11409,16 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ } - /* "View.MemoryView":999 + /* "View.MemoryView":972 * * * result = _memoryviewslice(None, 0, dtype_is_object) # <<<<<<<<<<<<<< * * result.from_slice = memviewslice */ - __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 999, __pyx_L1_error) + __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 999, __pyx_L1_error) + __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_INCREF(Py_None); __Pyx_GIVEREF(Py_None); @@ -11660,13 +11429,13 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2); __pyx_t_2 = 0; - __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 999, __pyx_L1_error) + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":1001 + /* "View.MemoryView":974 * result = _memoryviewslice(None, 0, dtype_is_object) * * result.from_slice = memviewslice # <<<<<<<<<<<<<< @@ -11675,7 +11444,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->from_slice = __pyx_v_memviewslice; - /* "View.MemoryView":1002 + /* "View.MemoryView":975 * * result.from_slice = memviewslice * __PYX_INC_MEMVIEW(&memviewslice, 1) # <<<<<<<<<<<<<< @@ -11684,14 +11453,14 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __PYX_INC_MEMVIEW((&__pyx_v_memviewslice), 1); - /* "View.MemoryView":1004 + /* "View.MemoryView":977 * __PYX_INC_MEMVIEW(&memviewslice, 1) * * result.from_object = ( memviewslice.memview).base # <<<<<<<<<<<<<< * result.typeinfo = memviewslice.memview.typeinfo * */ - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 1004, __pyx_L1_error) + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __Pyx_GOTREF(__pyx_v_result->from_object); @@ -11699,7 +11468,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_v_result->from_object = __pyx_t_2; __pyx_t_2 = 0; - /* "View.MemoryView":1005 + /* "View.MemoryView":978 * * result.from_object = ( memviewslice.memview).base * result.typeinfo = memviewslice.memview.typeinfo # <<<<<<<<<<<<<< @@ -11709,7 +11478,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_4 = __pyx_v_memviewslice.memview->typeinfo; __pyx_v_result->__pyx_base.typeinfo = __pyx_t_4; - /* "View.MemoryView":1007 + /* "View.MemoryView":980 * result.typeinfo = memviewslice.memview.typeinfo * * result.view = memviewslice.memview.view # <<<<<<<<<<<<<< @@ -11719,7 +11488,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_5 = __pyx_v_memviewslice.memview->view; __pyx_v_result->__pyx_base.view = __pyx_t_5; - /* "View.MemoryView":1008 + /* "View.MemoryView":981 * * result.view = memviewslice.memview.view * result.view.buf = memviewslice.data # <<<<<<<<<<<<<< @@ -11728,7 +11497,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.buf = ((void *)__pyx_v_memviewslice.data); - /* "View.MemoryView":1009 + /* "View.MemoryView":982 * result.view = memviewslice.memview.view * result.view.buf = memviewslice.data * result.view.ndim = ndim # <<<<<<<<<<<<<< @@ -11737,7 +11506,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.ndim = __pyx_v_ndim; - /* "View.MemoryView":1010 + /* "View.MemoryView":983 * result.view.buf = memviewslice.data * result.view.ndim = ndim * (<__pyx_buffer *> &result.view).obj = Py_None # <<<<<<<<<<<<<< @@ -11746,7 +11515,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ ((Py_buffer *)(&__pyx_v_result->__pyx_base.view))->obj = Py_None; - /* "View.MemoryView":1011 + /* "View.MemoryView":984 * result.view.ndim = ndim * (<__pyx_buffer *> &result.view).obj = Py_None * Py_INCREF(Py_None) # <<<<<<<<<<<<<< @@ -11755,7 +11524,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ Py_INCREF(Py_None); - /* "View.MemoryView":1013 + /* "View.MemoryView":986 * Py_INCREF(Py_None) * * result.flags = PyBUF_RECORDS # <<<<<<<<<<<<<< @@ -11764,7 +11533,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.flags = PyBUF_RECORDS; - /* "View.MemoryView":1015 + /* "View.MemoryView":988 * result.flags = PyBUF_RECORDS * * result.view.shape = result.from_slice.shape # <<<<<<<<<<<<<< @@ -11773,7 +11542,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.shape = ((Py_ssize_t *)__pyx_v_result->from_slice.shape); - /* "View.MemoryView":1016 + /* "View.MemoryView":989 * * result.view.shape = result.from_slice.shape * result.view.strides = result.from_slice.strides # <<<<<<<<<<<<<< @@ -11782,7 +11551,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.strides = ((Py_ssize_t *)__pyx_v_result->from_slice.strides); - /* "View.MemoryView":1019 + /* "View.MemoryView":992 * * * result.view.suboffsets = NULL # <<<<<<<<<<<<<< @@ -11791,7 +11560,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.suboffsets = NULL; - /* "View.MemoryView":1020 + /* "View.MemoryView":993 * * result.view.suboffsets = NULL * for suboffset in result.from_slice.suboffsets[:ndim]: # <<<<<<<<<<<<<< @@ -11803,7 +11572,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_6 = __pyx_t_8; __pyx_v_suboffset = (__pyx_t_6[0]); - /* "View.MemoryView":1021 + /* "View.MemoryView":994 * result.view.suboffsets = NULL * for suboffset in result.from_slice.suboffsets[:ndim]: * if suboffset >= 0: # <<<<<<<<<<<<<< @@ -11813,7 +11582,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_t_1 = ((__pyx_v_suboffset >= 0) != 0); if (__pyx_t_1) { - /* "View.MemoryView":1022 + /* "View.MemoryView":995 * for suboffset in result.from_slice.suboffsets[:ndim]: * if suboffset >= 0: * result.view.suboffsets = result.from_slice.suboffsets # <<<<<<<<<<<<<< @@ -11822,7 +11591,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->__pyx_base.view.suboffsets = ((Py_ssize_t *)__pyx_v_result->from_slice.suboffsets); - /* "View.MemoryView":1023 + /* "View.MemoryView":996 * if suboffset >= 0: * result.view.suboffsets = result.from_slice.suboffsets * break # <<<<<<<<<<<<<< @@ -11831,7 +11600,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ goto __pyx_L5_break; 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- /* "View.MemoryView":1030 + /* "View.MemoryView":1003 * * result.to_object_func = to_object_func * result.to_dtype_func = to_dtype_func # <<<<<<<<<<<<<< @@ -11902,7 +11671,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl */ __pyx_v_result->to_dtype_func = __pyx_v_to_dtype_func; - /* "View.MemoryView":1032 + /* "View.MemoryView":1005 * result.to_dtype_func = to_dtype_func * * return result # <<<<<<<<<<<<<< @@ -11914,7 +11683,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl __pyx_r = ((PyObject *)__pyx_v_result); goto __pyx_L0; - /* "View.MemoryView":985 + /* "View.MemoryView":958 * * @cname('__pyx_memoryview_fromslice') * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice, # <<<<<<<<<<<<<< @@ -11936,7 +11705,7 @@ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewsl return __pyx_r; } -/* "View.MemoryView":1035 +/* "View.MemoryView":1008 * * @cname('__pyx_memoryview_get_slice_from_memoryview') * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview, # <<<<<<<<<<<<<< @@ -11951,9 +11720,12 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p int __pyx_t_1; int __pyx_t_2; PyObject *__pyx_t_3 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("get_slice_from_memview", 0); - /* "View.MemoryView":1038 + /* "View.MemoryView":1011 * __Pyx_memviewslice *mslice): * cdef _memoryviewslice obj * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -11964,20 +11736,20 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":1039 + /* "View.MemoryView":1012 * cdef _memoryviewslice obj * if isinstance(memview, _memoryviewslice): * obj = memview # <<<<<<<<<<<<<< * return &obj.from_slice * else: */ - if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) __PYX_ERR(1, 1039, __pyx_L1_error) + if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = ((PyObject *)__pyx_v_memview); __Pyx_INCREF(__pyx_t_3); __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3); __pyx_t_3 = 0; - /* "View.MemoryView":1040 + /* "View.MemoryView":1013 * if isinstance(memview, _memoryviewslice): * obj = memview * return &obj.from_slice # <<<<<<<<<<<<<< @@ -11987,7 +11759,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p __pyx_r = (&__pyx_v_obj->from_slice); goto __pyx_L0; - /* "View.MemoryView":1038 + /* "View.MemoryView":1011 * __Pyx_memviewslice *mslice): * cdef _memoryviewslice obj * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -11996,7 +11768,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p */ } - /* "View.MemoryView":1042 + /* "View.MemoryView":1015 * return &obj.from_slice * else: * slice_copy(memview, mslice) # <<<<<<<<<<<<<< @@ -12006,7 +11778,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p /*else*/ { __pyx_memoryview_slice_copy(__pyx_v_memview, __pyx_v_mslice); - /* "View.MemoryView":1043 + /* "View.MemoryView":1016 * else: * slice_copy(memview, mslice) * return mslice # <<<<<<<<<<<<<< @@ -12017,7 +11789,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p goto __pyx_L0; } - /* "View.MemoryView":1035 + /* "View.MemoryView":1008 * * @cname('__pyx_memoryview_get_slice_from_memoryview') * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview, # <<<<<<<<<<<<<< @@ -12036,7 +11808,7 @@ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __p return __pyx_r; } -/* "View.MemoryView":1046 +/* "View.MemoryView":1019 * * @cname('__pyx_memoryview_slice_copy') * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst): # <<<<<<<<<<<<<< @@ -12056,7 +11828,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem Py_ssize_t __pyx_t_4; __Pyx_RefNannySetupContext("slice_copy", 0); - /* "View.MemoryView":1050 + /* "View.MemoryView":1023 * cdef (Py_ssize_t*) shape, strides, suboffsets * * shape = memview.view.shape # <<<<<<<<<<<<<< @@ -12066,7 +11838,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __pyx_t_1 = __pyx_v_memview->view.shape; __pyx_v_shape = __pyx_t_1; - /* "View.MemoryView":1051 + /* "View.MemoryView":1024 * * shape = memview.view.shape * strides = memview.view.strides # <<<<<<<<<<<<<< @@ -12076,7 +11848,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __pyx_t_1 = __pyx_v_memview->view.strides; __pyx_v_strides = __pyx_t_1; - /* "View.MemoryView":1052 + /* "View.MemoryView":1025 * shape = memview.view.shape * strides = memview.view.strides * suboffsets = memview.view.suboffsets # <<<<<<<<<<<<<< @@ -12086,7 +11858,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __pyx_t_1 = __pyx_v_memview->view.suboffsets; __pyx_v_suboffsets = __pyx_t_1; - /* "View.MemoryView":1054 + /* "View.MemoryView":1027 * suboffsets = memview.view.suboffsets * * dst.memview = <__pyx_memoryview *> memview # <<<<<<<<<<<<<< @@ -12095,7 +11867,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ __pyx_v_dst->memview = ((struct __pyx_memoryview_obj *)__pyx_v_memview); - /* "View.MemoryView":1055 + /* "View.MemoryView":1028 * * dst.memview = <__pyx_memoryview *> memview * dst.data = memview.view.buf # <<<<<<<<<<<<<< @@ -12104,7 +11876,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ __pyx_v_dst->data = ((char *)__pyx_v_memview->view.buf); - /* "View.MemoryView":1057 + /* "View.MemoryView":1030 * dst.data = memview.view.buf * * for dim in range(memview.view.ndim): # <<<<<<<<<<<<<< @@ -12115,7 +11887,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_dim = __pyx_t_3; - /* "View.MemoryView":1058 + /* "View.MemoryView":1031 * * for dim in range(memview.view.ndim): * dst.shape[dim] = shape[dim] # <<<<<<<<<<<<<< @@ -12124,7 +11896,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ (__pyx_v_dst->shape[__pyx_v_dim]) = (__pyx_v_shape[__pyx_v_dim]); - /* "View.MemoryView":1059 + /* "View.MemoryView":1032 * for dim in range(memview.view.ndim): * dst.shape[dim] = shape[dim] * dst.strides[dim] = strides[dim] # <<<<<<<<<<<<<< @@ -12133,7 +11905,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem */ (__pyx_v_dst->strides[__pyx_v_dim]) = (__pyx_v_strides[__pyx_v_dim]); - /* "View.MemoryView":1060 + /* "View.MemoryView":1033 * dst.shape[dim] = shape[dim] * dst.strides[dim] = strides[dim] * dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1 # <<<<<<<<<<<<<< @@ -12148,7 +11920,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem (__pyx_v_dst->suboffsets[__pyx_v_dim]) = __pyx_t_4; } - /* "View.MemoryView":1046 + /* "View.MemoryView":1019 * * @cname('__pyx_memoryview_slice_copy') * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst): # <<<<<<<<<<<<<< @@ -12160,7 +11932,7 @@ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_mem __Pyx_RefNannyFinishContext(); } -/* "View.MemoryView":1063 +/* "View.MemoryView":1036 * * @cname('__pyx_memoryview_copy_object') * cdef memoryview_copy(memoryview memview): # <<<<<<<<<<<<<< @@ -12173,9 +11945,12 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations PyObject *__pyx_t_1 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memoryview_copy", 0); - /* "View.MemoryView":1066 + /* "View.MemoryView":1039 * "Create a new memoryview object" * cdef __Pyx_memviewslice memviewslice * slice_copy(memview, &memviewslice) # <<<<<<<<<<<<<< @@ -12184,7 +11959,7 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx */ __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_memviewslice)); - /* "View.MemoryView":1067 + /* "View.MemoryView":1040 * cdef __Pyx_memviewslice memviewslice * slice_copy(memview, &memviewslice) * return memoryview_copy_from_slice(memview, &memviewslice) # <<<<<<<<<<<<<< @@ -12192,13 +11967,13 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx * @cname('__pyx_memoryview_copy_object_from_slice') */ __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 1067, __pyx_L1_error) + __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; goto __pyx_L0; - /* "View.MemoryView":1063 + /* "View.MemoryView":1036 * * @cname('__pyx_memoryview_copy_object') * cdef memoryview_copy(memoryview memview): # <<<<<<<<<<<<<< @@ -12217,7 +11992,7 @@ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx return __pyx_r; } -/* "View.MemoryView":1070 +/* "View.MemoryView":1043 * * @cname('__pyx_memoryview_copy_object_from_slice') * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice): # <<<<<<<<<<<<<< @@ -12235,9 +12010,12 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview PyObject *(*__pyx_t_3)(char *); int (*__pyx_t_4)(char *, PyObject *); PyObject *__pyx_t_5 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; __Pyx_RefNannySetupContext("memoryview_copy_from_slice", 0); - /* "View.MemoryView":1077 + /* "View.MemoryView":1050 * cdef int (*to_dtype_func)(char *, object) except 0 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -12248,7 +12026,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview __pyx_t_2 = (__pyx_t_1 != 0); if (__pyx_t_2) { - /* "View.MemoryView":1078 + /* "View.MemoryView":1051 * * if isinstance(memview, _memoryviewslice): * to_object_func = (<_memoryviewslice> memview).to_object_func # <<<<<<<<<<<<<< @@ -12258,7 +12036,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview __pyx_t_3 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_object_func; __pyx_v_to_object_func = __pyx_t_3; - /* "View.MemoryView":1079 + /* "View.MemoryView":1052 * if isinstance(memview, _memoryviewslice): * to_object_func = (<_memoryviewslice> memview).to_object_func * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func # <<<<<<<<<<<<<< @@ -12268,7 +12046,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview __pyx_t_4 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_dtype_func; __pyx_v_to_dtype_func = __pyx_t_4; - /* "View.MemoryView":1077 + /* "View.MemoryView":1050 * cdef int (*to_dtype_func)(char *, object) except 0 * * if isinstance(memview, _memoryviewslice): # <<<<<<<<<<<<<< @@ -12278,7 +12056,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview goto __pyx_L3; } - /* "View.MemoryView":1081 + /* "View.MemoryView":1054 * to_dtype_func = (<_memoryviewslice> memview).to_dtype_func * else: * to_object_func = NULL # <<<<<<<<<<<<<< @@ -12288,7 +12066,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview /*else*/ { __pyx_v_to_object_func = NULL; - /* "View.MemoryView":1082 + /* "View.MemoryView":1055 * else: * to_object_func = NULL * to_dtype_func = NULL # <<<<<<<<<<<<<< @@ -12299,7 +12077,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview } __pyx_L3:; - /* "View.MemoryView":1084 + /* "View.MemoryView":1057 * to_dtype_func = NULL * * return memoryview_fromslice(memviewslice[0], memview.view.ndim, # <<<<<<<<<<<<<< @@ -12308,20 +12086,20 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview */ __Pyx_XDECREF(__pyx_r); - /* "View.MemoryView":1086 + /* "View.MemoryView":1059 * return memoryview_fromslice(memviewslice[0], memview.view.ndim, * to_object_func, to_dtype_func, * memview.dtype_is_object) # <<<<<<<<<<<<<< * * */ - __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 1084, __pyx_L1_error) + __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __pyx_r = __pyx_t_5; __pyx_t_5 = 0; goto __pyx_L0; - /* "View.MemoryView":1070 + /* "View.MemoryView":1043 * * @cname('__pyx_memoryview_copy_object_from_slice') * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice): # <<<<<<<<<<<<<< @@ -12340,7 +12118,7 @@ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview return __pyx_r; } -/* "View.MemoryView":1092 +/* "View.MemoryView":1065 * * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< @@ -12352,7 +12130,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { Py_ssize_t __pyx_r; int __pyx_t_1; - /* "View.MemoryView":1093 + /* "View.MemoryView":1066 * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: * if arg < 0: # <<<<<<<<<<<<<< @@ -12362,7 +12140,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { __pyx_t_1 = ((__pyx_v_arg < 0) != 0); if (__pyx_t_1) { - /* "View.MemoryView":1094 + /* "View.MemoryView":1067 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: * if arg < 0: * return -arg # <<<<<<<<<<<<<< @@ -12372,7 +12150,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { __pyx_r = (-__pyx_v_arg); goto __pyx_L0; - /* "View.MemoryView":1093 + /* "View.MemoryView":1066 * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: * if arg < 0: # <<<<<<<<<<<<<< @@ -12381,7 +12159,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { */ } - /* "View.MemoryView":1096 + /* "View.MemoryView":1069 * return -arg * else: * return arg # <<<<<<<<<<<<<< @@ -12393,7 +12171,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { goto __pyx_L0; } - /* "View.MemoryView":1092 + /* "View.MemoryView":1065 * * * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil: # <<<<<<<<<<<<<< @@ -12406,7 +12184,7 @@ static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { return __pyx_r; } -/* "View.MemoryView":1099 +/* "View.MemoryView":1072 * * @cname('__pyx_get_best_slice_order') * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12423,7 +12201,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ int __pyx_t_2; int __pyx_t_3; - /* "View.MemoryView":1104 + /* "View.MemoryView":1077 * """ * cdef int i * cdef Py_ssize_t c_stride = 0 # <<<<<<<<<<<<<< @@ -12432,7 +12210,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_c_stride = 0; - /* "View.MemoryView":1105 + /* "View.MemoryView":1078 * cdef int i * cdef Py_ssize_t c_stride = 0 * cdef Py_ssize_t f_stride = 0 # <<<<<<<<<<<<<< @@ -12441,7 +12219,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_f_stride = 0; - /* "View.MemoryView":1107 + /* "View.MemoryView":1080 * cdef Py_ssize_t f_stride = 0 * * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< @@ -12451,7 +12229,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { __pyx_v_i = __pyx_t_1; - /* "View.MemoryView":1108 + /* "View.MemoryView":1081 * * for i in range(ndim - 1, -1, -1): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12461,7 +12239,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1109 + /* "View.MemoryView":1082 * for i in range(ndim - 1, -1, -1): * if mslice.shape[i] > 1: * c_stride = mslice.strides[i] # <<<<<<<<<<<<<< @@ -12470,7 +12248,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]); - /* "View.MemoryView":1110 + /* "View.MemoryView":1083 * if mslice.shape[i] > 1: * c_stride = mslice.strides[i] * break # <<<<<<<<<<<<<< @@ -12479,7 +12257,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ goto __pyx_L4_break; - /* "View.MemoryView":1108 + /* "View.MemoryView":1081 * * for i in range(ndim - 1, -1, -1): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12490,7 +12268,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ } __pyx_L4_break:; - /* "View.MemoryView":1112 + /* "View.MemoryView":1085 * break * * for i in range(ndim): # <<<<<<<<<<<<<< @@ -12501,7 +12279,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1113 + /* "View.MemoryView":1086 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12511,7 +12289,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1114 + /* "View.MemoryView":1087 * for i in range(ndim): * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] # <<<<<<<<<<<<<< @@ -12520,7 +12298,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]); - /* "View.MemoryView":1115 + /* "View.MemoryView":1088 * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] * break # <<<<<<<<<<<<<< @@ -12529,7 +12307,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ goto __pyx_L7_break; - /* "View.MemoryView":1113 + /* "View.MemoryView":1086 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< @@ -12540,7 +12318,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ } __pyx_L7_break:; - /* "View.MemoryView":1117 + /* "View.MemoryView":1090 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< @@ -12550,7 +12328,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1118 + /* "View.MemoryView":1091 * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): * return 'C' # <<<<<<<<<<<<<< @@ -12560,7 +12338,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ __pyx_r = 'C'; goto __pyx_L0; - /* "View.MemoryView":1117 + /* "View.MemoryView":1090 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< @@ -12569,7 +12347,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ */ } - /* "View.MemoryView":1120 + /* "View.MemoryView":1093 * return 'C' * else: * return 'F' # <<<<<<<<<<<<<< @@ -12581,7 +12359,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ goto __pyx_L0; } - /* "View.MemoryView":1099 + /* "View.MemoryView":1072 * * @cname('__pyx_get_best_slice_order') * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12594,7 +12372,7 @@ static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int _ return __pyx_r; } -/* "View.MemoryView":1123 +/* "View.MemoryView":1096 * * @cython.cdivision(True) * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< @@ -12614,7 +12392,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v Py_ssize_t __pyx_t_4; Py_ssize_t __pyx_t_5; - /* "View.MemoryView":1130 + /* "View.MemoryView":1103 * * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] # <<<<<<<<<<<<<< @@ -12623,7 +12401,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_extent = (__pyx_v_src_shape[0]); - /* "View.MemoryView":1131 + /* "View.MemoryView":1104 * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] # <<<<<<<<<<<<<< @@ -12632,7 +12410,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_dst_extent = (__pyx_v_dst_shape[0]); - /* "View.MemoryView":1132 + /* "View.MemoryView":1105 * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] # <<<<<<<<<<<<<< @@ -12641,7 +12419,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_stride = (__pyx_v_src_strides[0]); - /* "View.MemoryView":1133 + /* "View.MemoryView":1106 * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< @@ -12650,7 +12428,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); - /* "View.MemoryView":1135 + /* "View.MemoryView":1108 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -12660,7 +12438,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); if (__pyx_t_1) { - /* "View.MemoryView":1136 + /* "View.MemoryView":1109 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< @@ -12680,7 +12458,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v goto __pyx_L5_bool_binop_done; } - /* "View.MemoryView":1137 + /* "View.MemoryView":1110 * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): # <<<<<<<<<<<<<< @@ -12695,7 +12473,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v __pyx_t_1 = __pyx_t_3; __pyx_L5_bool_binop_done:; - /* "View.MemoryView":1136 + /* "View.MemoryView":1109 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< @@ -12704,7 +12482,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ if (__pyx_t_1) { - /* "View.MemoryView":1138 + /* "View.MemoryView":1111 * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< @@ -12713,7 +12491,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)); - /* "View.MemoryView":1136 + /* "View.MemoryView":1109 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< @@ -12723,7 +12501,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v goto __pyx_L4; } - /* "View.MemoryView":1140 + /* "View.MemoryView":1113 * memcpy(dst_data, src_data, itemsize * dst_extent) * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< @@ -12735,7 +12513,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "View.MemoryView":1141 + /* "View.MemoryView":1114 * else: * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< @@ -12744,7 +12522,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize); - /* "View.MemoryView":1142 + /* "View.MemoryView":1115 * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< @@ -12753,7 +12531,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); - /* "View.MemoryView":1143 + /* "View.MemoryView":1116 * memcpy(dst_data, src_data, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< @@ -12765,7 +12543,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v } __pyx_L4:; - /* "View.MemoryView":1135 + /* "View.MemoryView":1108 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -12775,7 +12553,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v goto __pyx_L3; } - /* "View.MemoryView":1145 + /* "View.MemoryView":1118 * dst_data += dst_stride * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< @@ -12787,7 +12565,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "View.MemoryView":1146 + /* "View.MemoryView":1119 * else: * for i in range(dst_extent): * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< @@ -12796,7 +12574,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); - /* "View.MemoryView":1150 + /* "View.MemoryView":1123 * src_shape + 1, dst_shape + 1, * ndim - 1, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< @@ -12805,7 +12583,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); - /* "View.MemoryView":1151 + /* "View.MemoryView":1124 * ndim - 1, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< @@ -12817,7 +12595,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v } __pyx_L3:; - /* "View.MemoryView":1123 + /* "View.MemoryView":1096 * * @cython.cdivision(True) * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<< @@ -12828,7 +12606,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v /* function exit code */ } -/* "View.MemoryView":1153 +/* "View.MemoryView":1126 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< @@ -12838,7 +12616,7 @@ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { - /* "View.MemoryView":1156 + /* "View.MemoryView":1129 * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) nogil: * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< @@ -12847,7 +12625,7 @@ static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memvi */ _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); - /* "View.MemoryView":1153 + /* "View.MemoryView":1126 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< @@ -12858,7 +12636,7 @@ static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memvi /* function exit code */ } -/* "View.MemoryView":1160 +/* "View.MemoryView":1133 * * @cname('__pyx_memoryview_slice_get_size') * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12874,7 +12652,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr int __pyx_t_2; int __pyx_t_3; - /* "View.MemoryView":1163 + /* "View.MemoryView":1136 * "Return the size of the memory occupied by the slice in number of bytes" * cdef int i * cdef Py_ssize_t size = src.memview.view.itemsize # <<<<<<<<<<<<<< @@ -12884,7 +12662,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_size = __pyx_t_1; - /* "View.MemoryView":1165 + /* "View.MemoryView":1138 * cdef Py_ssize_t size = src.memview.view.itemsize * * for i in range(ndim): # <<<<<<<<<<<<<< @@ -12895,7 +12673,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1166 + /* "View.MemoryView":1139 * * for i in range(ndim): * size *= src.shape[i] # <<<<<<<<<<<<<< @@ -12905,7 +12683,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i])); } - /* "View.MemoryView":1168 + /* "View.MemoryView":1141 * size *= src.shape[i] * * return size # <<<<<<<<<<<<<< @@ -12915,7 +12693,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr __pyx_r = __pyx_v_size; goto __pyx_L0; - /* "View.MemoryView":1160 + /* "View.MemoryView":1133 * * @cname('__pyx_memoryview_slice_get_size') * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<< @@ -12928,7 +12706,7 @@ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_sr return __pyx_r; } -/* "View.MemoryView":1171 +/* "View.MemoryView":1144 * * @cname('__pyx_fill_contig_strides_array') * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< @@ -12943,7 +12721,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ int __pyx_t_2; int __pyx_t_3; - /* "View.MemoryView":1180 + /* "View.MemoryView":1153 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< @@ -12953,7 +12731,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ __pyx_t_1 = ((__pyx_v_order == 'F') != 0); if (__pyx_t_1) { - /* "View.MemoryView":1181 + /* "View.MemoryView":1154 * * if order == 'F': * for idx in range(ndim): # <<<<<<<<<<<<<< @@ -12964,7 +12742,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_idx = __pyx_t_3; - /* "View.MemoryView":1182 + /* "View.MemoryView":1155 * if order == 'F': * for idx in range(ndim): * strides[idx] = stride # <<<<<<<<<<<<<< @@ -12973,7 +12751,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; - /* "View.MemoryView":1183 + /* "View.MemoryView":1156 * for idx in range(ndim): * strides[idx] = stride * stride = stride * shape[idx] # <<<<<<<<<<<<<< @@ -12983,7 +12761,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); } - /* "View.MemoryView":1180 + /* "View.MemoryView":1153 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< @@ -12993,7 +12771,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ goto __pyx_L3; } - /* "View.MemoryView":1185 + /* "View.MemoryView":1158 * stride = stride * shape[idx] * else: * for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< @@ -13004,7 +12782,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1L; __pyx_t_2-=1) { __pyx_v_idx = __pyx_t_2; - /* "View.MemoryView":1186 + /* "View.MemoryView":1159 * else: * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride # <<<<<<<<<<<<<< @@ -13013,7 +12791,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; - /* "View.MemoryView":1187 + /* "View.MemoryView":1160 * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride * stride = stride * shape[idx] # <<<<<<<<<<<<<< @@ -13025,7 +12803,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ } __pyx_L3:; - /* "View.MemoryView":1189 + /* "View.MemoryView":1162 * stride = stride * shape[idx] * * return stride # <<<<<<<<<<<<<< @@ -13035,7 +12813,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ __pyx_r = __pyx_v_stride; goto __pyx_L0; - /* "View.MemoryView":1171 + /* "View.MemoryView":1144 * * @cname('__pyx_fill_contig_strides_array') * cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<< @@ -13048,7 +12826,7 @@ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ return __pyx_r; } -/* "View.MemoryView":1192 +/* "View.MemoryView":1165 * * @cname('__pyx_memoryview_copy_data_to_temp') * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< @@ -13067,8 +12845,11 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, int __pyx_t_3; struct __pyx_memoryview_obj *__pyx_t_4; int __pyx_t_5; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; - /* "View.MemoryView":1203 + /* "View.MemoryView":1176 * cdef void *result * * cdef size_t itemsize = src.memview.view.itemsize # <<<<<<<<<<<<<< @@ -13078,7 +12859,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_itemsize = __pyx_t_1; - /* "View.MemoryView":1204 + /* "View.MemoryView":1177 * * cdef size_t itemsize = src.memview.view.itemsize * cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<< @@ -13087,7 +12868,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim); - /* "View.MemoryView":1206 + /* "View.MemoryView":1179 * cdef size_t size = slice_get_size(src, ndim) * * result = malloc(size) # <<<<<<<<<<<<<< @@ -13096,7 +12877,7 @@ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, */ __pyx_v_result = malloc(__pyx_v_size); 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if (__pyx_t_2) { - /* "View.MemoryView":1278 + /* "View.MemoryView":1251 * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: * broadcasting = True # <<<<<<<<<<<<<< @@ -13785,7 +13578,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_v_broadcasting = 1; - /* "View.MemoryView":1279 + /* "View.MemoryView":1252 * if src.shape[i] == 1: * broadcasting = True * src.strides[i] = 0 # <<<<<<<<<<<<<< @@ -13794,7 +13587,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ (__pyx_v_src.strides[__pyx_v_i]) = 0; - /* "View.MemoryView":1277 + /* "View.MemoryView":1250 * for i in range(ndim): * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: # <<<<<<<<<<<<<< @@ -13804,7 +13597,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ goto __pyx_L7; } - /* "View.MemoryView":1281 + /* "View.MemoryView":1254 * src.strides[i] = 0 * else: * _err_extents(i, dst.shape[i], src.shape[i]) # <<<<<<<<<<<<<< @@ -13812,11 +13605,11 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ * if src.suboffsets[i] >= 0: */ /*else*/ { - __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 1281, __pyx_L1_error) + __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } __pyx_L7:; - /* "View.MemoryView":1276 + /* "View.MemoryView":1249 * * for i in range(ndim): * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< @@ -13825,7 +13618,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1283 + /* "View.MemoryView":1256 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< @@ -13835,16 +13628,16 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1284 + /* "View.MemoryView":1257 * * if src.suboffsets[i] >= 0: * _err_dim(ValueError, "Dimension %d is not direct", i) # <<<<<<<<<<<<<< * * if slices_overlap(&src, &dst, ndim, itemsize): */ - __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Dimension %d is not direct"), __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 1284, __pyx_L1_error) + __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":1283 + /* "View.MemoryView":1256 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< @@ -13854,55 +13647,55 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ } } - /* "View.MemoryView":1286 + /* "View.MemoryView":1259 * _err_dim(ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * - * if not slice_is_contig(src, order, ndim): + * if not slice_is_contig(&src, order, ndim): */ __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1288 + /* "View.MemoryView":1261 * if slices_overlap(&src, &dst, ndim, itemsize): * - * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ - __pyx_t_2 = ((!(__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0)) != 0); + __pyx_t_2 = ((!(__pyx_memviewslice_is_contig((&__pyx_v_src), __pyx_v_order, __pyx_v_ndim) != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1289 + /* "View.MemoryView":1262 * - * if not slice_is_contig(src, order, ndim): + * if not slice_is_contig(&src, order, ndim): * order = get_best_order(&dst, ndim) # <<<<<<<<<<<<<< * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) */ __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim); - /* "View.MemoryView":1288 + /* "View.MemoryView":1261 * if slices_overlap(&src, &dst, ndim, itemsize): * - * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * if not slice_is_contig(&src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ } - /* "View.MemoryView":1291 + /* "View.MemoryView":1264 * order = get_best_order(&dst, ndim) * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) # <<<<<<<<<<<<<< * src = tmp * */ - __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) __PYX_ERR(1, 1291, __pyx_L1_error) + __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_tmpdata = __pyx_t_6; - /* "View.MemoryView":1292 + /* "View.MemoryView":1265 * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) * src = tmp # <<<<<<<<<<<<<< @@ -13911,16 +13704,16 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_v_src = __pyx_v_tmp; - /* "View.MemoryView":1286 + /* "View.MemoryView":1259 * _err_dim(ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * - * if not slice_is_contig(src, order, ndim): + * if not slice_is_contig(&src, order, ndim): */ } - /* "View.MemoryView":1294 + /* "View.MemoryView":1267 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< @@ -13930,66 +13723,66 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1297 + /* "View.MemoryView":1270 * * - * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(dst, 'C', ndim) - * elif slice_is_contig(src, 'F', ndim): + * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): */ - __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim) != 0); + __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'C', __pyx_v_ndim) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1298 + /* "View.MemoryView":1271 * - * if slice_is_contig(src, 'C', ndim): - * direct_copy = slice_is_contig(dst, 'C', ndim) # <<<<<<<<<<<<<< - * elif slice_is_contig(src, 'F', ndim): - * direct_copy = slice_is_contig(dst, 'F', ndim) + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) # <<<<<<<<<<<<<< + * elif slice_is_contig(&src, 'F', ndim): + * direct_copy = slice_is_contig(&dst, 'F', ndim) */ - __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim); + __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'C', __pyx_v_ndim); - /* "View.MemoryView":1297 + /* "View.MemoryView":1270 * * - * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(dst, 'C', ndim) - * elif slice_is_contig(src, 'F', ndim): + * if slice_is_contig(&src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): */ goto __pyx_L12; } - /* "View.MemoryView":1299 - * if slice_is_contig(src, 'C', ndim): - * direct_copy = slice_is_contig(dst, 'C', ndim) - * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(dst, 'F', ndim) + /* "View.MemoryView":1272 + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'F', ndim) * */ - __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0); + __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'F', __pyx_v_ndim) != 0); if (__pyx_t_2) { - /* "View.MemoryView":1300 - * direct_copy = slice_is_contig(dst, 'C', ndim) - * elif slice_is_contig(src, 'F', ndim): - * direct_copy = slice_is_contig(dst, 'F', ndim) # <<<<<<<<<<<<<< + /* "View.MemoryView":1273 + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): + * direct_copy = slice_is_contig(&dst, 'F', ndim) # <<<<<<<<<<<<<< * * if direct_copy: */ - __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim); + __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'F', __pyx_v_ndim); - /* "View.MemoryView":1299 - * if slice_is_contig(src, 'C', ndim): - * direct_copy = slice_is_contig(dst, 'C', ndim) - * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< - * direct_copy = slice_is_contig(dst, 'F', ndim) + /* "View.MemoryView":1272 + * if slice_is_contig(&src, 'C', ndim): + * direct_copy = slice_is_contig(&dst, 'C', ndim) + * elif slice_is_contig(&src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(&dst, 'F', ndim) * */ } __pyx_L12:; - /* "View.MemoryView":1302 - * direct_copy = slice_is_contig(dst, 'F', ndim) + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * @@ -13998,7 +13791,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_2 = (__pyx_v_direct_copy != 0); if (__pyx_t_2) { - /* "View.MemoryView":1304 + /* "View.MemoryView":1277 * if direct_copy: * * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< @@ -14007,7 +13800,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); - /* "View.MemoryView":1305 + /* "View.MemoryView":1278 * * refcount_copying(&dst, dtype_is_object, ndim, False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< @@ -14016,7 +13809,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)); - /* "View.MemoryView":1306 + /* "View.MemoryView":1279 * refcount_copying(&dst, dtype_is_object, ndim, False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< @@ -14025,7 +13818,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); - /* "View.MemoryView":1307 + /* "View.MemoryView":1280 * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, True) * free(tmpdata) # <<<<<<<<<<<<<< @@ -14034,7 +13827,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ free(__pyx_v_tmpdata); - /* "View.MemoryView":1308 + /* "View.MemoryView":1281 * refcount_copying(&dst, dtype_is_object, ndim, True) * free(tmpdata) * return 0 # <<<<<<<<<<<<<< @@ -14044,8 +13837,8 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_r = 0; goto __pyx_L0; - /* "View.MemoryView":1302 - * direct_copy = slice_is_contig(dst, 'F', ndim) + /* "View.MemoryView":1275 + * direct_copy = slice_is_contig(&dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * @@ -14053,7 +13846,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1294 + /* "View.MemoryView":1267 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< @@ -14062,7 +13855,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1310 + /* "View.MemoryView":1283 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< @@ -14076,25 +13869,25 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_t_7 = (__pyx_t_2 != 0); if (__pyx_t_7) { - /* "View.MemoryView":1313 + /* "View.MemoryView":1286 * * * transpose_memslice(&src) # <<<<<<<<<<<<<< * transpose_memslice(&dst) * */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(1, 1313, __pyx_L1_error) + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":1314 + /* "View.MemoryView":1287 * * transpose_memslice(&src) * transpose_memslice(&dst) # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, False) */ - __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(1, 1314, __pyx_L1_error) + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - /* "View.MemoryView":1310 + /* "View.MemoryView":1283 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< @@ -14103,7 +13896,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ } - /* "View.MemoryView":1316 + /* "View.MemoryView":1289 * transpose_memslice(&dst) * * refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< @@ -14112,7 +13905,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); - /* "View.MemoryView":1317 + /* "View.MemoryView":1290 * * refcount_copying(&dst, dtype_is_object, ndim, False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< @@ -14121,7 +13914,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); - /* "View.MemoryView":1318 + /* "View.MemoryView":1291 * refcount_copying(&dst, dtype_is_object, ndim, False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) * refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< @@ -14130,7 +13923,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); - /* "View.MemoryView":1320 + /* "View.MemoryView":1293 * refcount_copying(&dst, dtype_is_object, ndim, True) * * free(tmpdata) # <<<<<<<<<<<<<< @@ -14139,7 +13932,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ */ free(__pyx_v_tmpdata); - /* "View.MemoryView":1321 + /* "View.MemoryView":1294 * * free(tmpdata) * return 0 # <<<<<<<<<<<<<< @@ -14149,7 +13942,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ __pyx_r = 0; goto __pyx_L0; - /* "View.MemoryView":1252 + /* "View.MemoryView":1225 * * @cname('__pyx_memoryview_copy_contents') * cdef int memoryview_copy_contents(__Pyx_memviewslice src, # <<<<<<<<<<<<<< @@ -14173,7 +13966,7 @@ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_ return __pyx_r; } -/* "View.MemoryView":1324 +/* "View.MemoryView":1297 * * @cname('__pyx_memoryview_broadcast_leading') * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< @@ -14187,7 +13980,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic int __pyx_t_1; int __pyx_t_2; - /* "View.MemoryView":1328 + /* "View.MemoryView":1301 * int ndim_other) nogil: * cdef int i * cdef int offset = ndim_other - ndim # <<<<<<<<<<<<<< @@ -14196,7 +13989,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim); - /* "View.MemoryView":1330 + /* "View.MemoryView":1303 * cdef int offset = ndim_other - ndim * * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< @@ -14206,7 +13999,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) { __pyx_v_i = __pyx_t_1; - /* "View.MemoryView":1331 + /* "View.MemoryView":1304 * * for i in range(ndim - 1, -1, -1): * mslice.shape[i + offset] = mslice.shape[i] # <<<<<<<<<<<<<< @@ -14215,7 +14008,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]); - /* "View.MemoryView":1332 + /* "View.MemoryView":1305 * for i in range(ndim - 1, -1, -1): * mslice.shape[i + offset] = mslice.shape[i] * mslice.strides[i + offset] = mslice.strides[i] # <<<<<<<<<<<<<< @@ -14224,7 +14017,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]); - /* "View.MemoryView":1333 + /* "View.MemoryView":1306 * mslice.shape[i + offset] = mslice.shape[i] * mslice.strides[i + offset] = mslice.strides[i] * mslice.suboffsets[i + offset] = mslice.suboffsets[i] # <<<<<<<<<<<<<< @@ -14234,7 +14027,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]); } - /* "View.MemoryView":1335 + /* "View.MemoryView":1308 * mslice.suboffsets[i + offset] = mslice.suboffsets[i] * * for i in range(offset): # <<<<<<<<<<<<<< @@ -14245,7 +14038,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "View.MemoryView":1336 + /* "View.MemoryView":1309 * * for i in range(offset): * mslice.shape[i] = 1 # <<<<<<<<<<<<<< @@ -14254,7 +14047,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->shape[__pyx_v_i]) = 1; - /* "View.MemoryView":1337 + /* "View.MemoryView":1310 * for i in range(offset): * mslice.shape[i] = 1 * mslice.strides[i] = mslice.strides[0] # <<<<<<<<<<<<<< @@ -14263,7 +14056,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic */ (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]); - /* "View.MemoryView":1338 + /* "View.MemoryView":1311 * mslice.shape[i] = 1 * mslice.strides[i] = mslice.strides[0] * mslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< @@ -14273,7 +14066,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L; } - /* "View.MemoryView":1324 + /* "View.MemoryView":1297 * * @cname('__pyx_memoryview_broadcast_leading') * cdef void broadcast_leading(__Pyx_memviewslice *mslice, # <<<<<<<<<<<<<< @@ -14284,7 +14077,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic /* function exit code */ } -/* "View.MemoryView":1346 +/* "View.MemoryView":1319 * * @cname('__pyx_memoryview_refcount_copying') * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, # <<<<<<<<<<<<<< @@ -14295,7 +14088,7 @@ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslic static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) { int __pyx_t_1; - /* "View.MemoryView":1350 + /* "View.MemoryView":1323 * * * if dtype_is_object: # <<<<<<<<<<<<<< @@ -14305,7 +14098,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i __pyx_t_1 = (__pyx_v_dtype_is_object != 0); if (__pyx_t_1) { - /* "View.MemoryView":1351 + /* "View.MemoryView":1324 * * if dtype_is_object: * refcount_objects_in_slice_with_gil(dst.data, dst.shape, # <<<<<<<<<<<<<< @@ -14314,7 +14107,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i */ __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc); - /* "View.MemoryView":1350 + /* "View.MemoryView":1323 * * * if dtype_is_object: # <<<<<<<<<<<<<< @@ -14323,7 +14116,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i */ } - /* "View.MemoryView":1346 + /* "View.MemoryView":1319 * * @cname('__pyx_memoryview_refcount_copying') * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, # <<<<<<<<<<<<<< @@ -14334,7 +14127,7 @@ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, i /* function exit code */ } -/* "View.MemoryView":1355 +/* "View.MemoryView":1328 * * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14349,7 +14142,7 @@ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_da #endif __Pyx_RefNannySetupContext("refcount_objects_in_slice_with_gil", 0); - /* "View.MemoryView":1358 + /* "View.MemoryView":1331 * Py_ssize_t *strides, int ndim, * bint inc) with gil: * refcount_objects_in_slice(data, shape, strides, ndim, inc) # <<<<<<<<<<<<<< @@ -14358,7 +14151,7 @@ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_da */ __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc); - /* "View.MemoryView":1355 + /* "View.MemoryView":1328 * * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14373,7 +14166,7 @@ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_da #endif } -/* "View.MemoryView":1361 +/* "View.MemoryView":1334 * * @cname('__pyx_memoryview_refcount_objects_in_slice') * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14389,7 +14182,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss int __pyx_t_3; __Pyx_RefNannySetupContext("refcount_objects_in_slice", 0); - /* "View.MemoryView":1365 + /* "View.MemoryView":1338 * cdef Py_ssize_t i * * for i in range(shape[0]): # <<<<<<<<<<<<<< @@ -14400,7 +14193,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "View.MemoryView":1366 + /* "View.MemoryView":1339 * * for i in range(shape[0]): * if ndim == 1: # <<<<<<<<<<<<<< @@ -14410,7 +14203,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __pyx_t_3 = ((__pyx_v_ndim == 1) != 0); if (__pyx_t_3) { - /* "View.MemoryView":1367 + /* "View.MemoryView":1340 * for i in range(shape[0]): * if ndim == 1: * if inc: # <<<<<<<<<<<<<< @@ -14420,7 +14213,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __pyx_t_3 = (__pyx_v_inc != 0); if (__pyx_t_3) { - /* "View.MemoryView":1368 + /* "View.MemoryView":1341 * if ndim == 1: * if inc: * Py_INCREF(( data)[0]) # <<<<<<<<<<<<<< @@ -14429,7 +14222,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss */ Py_INCREF((((PyObject **)__pyx_v_data)[0])); - /* "View.MemoryView":1367 + /* "View.MemoryView":1340 * for i in range(shape[0]): * if ndim == 1: * if inc: # <<<<<<<<<<<<<< @@ -14439,7 +14232,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss goto __pyx_L6; } - /* "View.MemoryView":1370 + /* "View.MemoryView":1343 * Py_INCREF(( data)[0]) * else: * Py_DECREF(( data)[0]) # <<<<<<<<<<<<<< @@ -14451,7 +14244,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss } __pyx_L6:; - /* "View.MemoryView":1366 + /* "View.MemoryView":1339 * * for i in range(shape[0]): * if ndim == 1: # <<<<<<<<<<<<<< @@ -14461,7 +14254,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss goto __pyx_L5; } - /* "View.MemoryView":1372 + /* "View.MemoryView":1345 * Py_DECREF(( data)[0]) * else: * refcount_objects_in_slice(data, shape + 1, strides + 1, # <<<<<<<<<<<<<< @@ -14470,7 +14263,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss */ /*else*/ { - /* "View.MemoryView":1373 + /* "View.MemoryView":1346 * else: * refcount_objects_in_slice(data, shape + 1, strides + 1, * ndim - 1, inc) # <<<<<<<<<<<<<< @@ -14481,7 +14274,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss } __pyx_L5:; - /* "View.MemoryView":1375 + /* "View.MemoryView":1348 * ndim - 1, inc) * * data += strides[0] # <<<<<<<<<<<<<< @@ -14491,7 +14284,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __pyx_v_data = (__pyx_v_data + (__pyx_v_strides[0])); } - /* "View.MemoryView":1361 + /* "View.MemoryView":1334 * * @cname('__pyx_memoryview_refcount_objects_in_slice') * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14503,7 +14296,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss __Pyx_RefNannyFinishContext(); } -/* "View.MemoryView":1381 +/* "View.MemoryView":1354 * * @cname('__pyx_memoryview_slice_assign_scalar') * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, # <<<<<<<<<<<<<< @@ -14513,7 +14306,7 @@ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ss static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) { - /* "View.MemoryView":1384 + /* "View.MemoryView":1357 * size_t itemsize, void *item, * bint dtype_is_object) nogil: * refcount_copying(dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<< @@ -14522,7 +14315,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst */ __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0); - /* "View.MemoryView":1385 + /* "View.MemoryView":1358 * bint dtype_is_object) nogil: * refcount_copying(dst, dtype_is_object, ndim, False) * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, # <<<<<<<<<<<<<< @@ -14531,7 +14324,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst */ __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item); - /* "View.MemoryView":1387 + /* "View.MemoryView":1360 * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, * itemsize, item) * refcount_copying(dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<< @@ -14540,7 +14333,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst */ __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1); - /* "View.MemoryView":1381 + /* "View.MemoryView":1354 * * @cname('__pyx_memoryview_slice_assign_scalar') * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, # <<<<<<<<<<<<<< @@ -14551,7 +14344,7 @@ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst /* function exit code */ } -/* "View.MemoryView":1391 +/* "View.MemoryView":1364 * * @cname('__pyx_memoryview__slice_assign_scalar') * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14567,7 +14360,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t Py_ssize_t __pyx_t_2; Py_ssize_t __pyx_t_3; - /* "View.MemoryView":1395 + /* "View.MemoryView":1368 * size_t itemsize, void *item) nogil: * cdef Py_ssize_t i * cdef Py_ssize_t stride = strides[0] # <<<<<<<<<<<<<< @@ -14576,7 +14369,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ __pyx_v_stride = (__pyx_v_strides[0]); - /* "View.MemoryView":1396 + /* "View.MemoryView":1369 * cdef Py_ssize_t i * cdef Py_ssize_t stride = strides[0] * cdef Py_ssize_t extent = shape[0] # <<<<<<<<<<<<<< @@ -14585,7 +14378,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ __pyx_v_extent = (__pyx_v_shape[0]); - /* "View.MemoryView":1398 + /* "View.MemoryView":1371 * cdef Py_ssize_t extent = shape[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -14595,7 +14388,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t __pyx_t_1 = ((__pyx_v_ndim == 1) != 0); if (__pyx_t_1) { - /* "View.MemoryView":1399 + /* "View.MemoryView":1372 * * if ndim == 1: * for i in range(extent): # <<<<<<<<<<<<<< @@ -14606,7 +14399,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1400 + /* "View.MemoryView":1373 * if ndim == 1: * for i in range(extent): * memcpy(data, item, itemsize) # <<<<<<<<<<<<<< @@ -14615,7 +14408,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize); - /* "View.MemoryView":1401 + /* "View.MemoryView":1374 * for i in range(extent): * memcpy(data, item, itemsize) * data += stride # <<<<<<<<<<<<<< @@ -14625,7 +14418,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t __pyx_v_data = (__pyx_v_data + __pyx_v_stride); } - /* "View.MemoryView":1398 + /* "View.MemoryView":1371 * cdef Py_ssize_t extent = shape[0] * * if ndim == 1: # <<<<<<<<<<<<<< @@ -14635,7 +14428,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t goto __pyx_L3; } - /* "View.MemoryView":1403 + /* "View.MemoryView":1376 * data += stride * else: * for i in range(extent): # <<<<<<<<<<<<<< @@ -14647,7 +14440,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; - /* "View.MemoryView":1404 + /* "View.MemoryView":1377 * else: * for i in range(extent): * _slice_assign_scalar(data, shape + 1, strides + 1, # <<<<<<<<<<<<<< @@ -14656,7 +14449,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t */ __pyx_memoryview__slice_assign_scalar(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize, __pyx_v_item); - /* "View.MemoryView":1406 + /* "View.MemoryView":1379 * _slice_assign_scalar(data, shape + 1, strides + 1, * ndim - 1, itemsize, item) * data += stride # <<<<<<<<<<<<<< @@ -14668,7 +14461,7 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t } __pyx_L3:; - /* "View.MemoryView":1391 + /* "View.MemoryView":1364 * * @cname('__pyx_memoryview__slice_assign_scalar') * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -14678,7 +14471,6 @@ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t /* function exit code */ } -static struct __pyx_vtabstruct_array __pyx_vtable_array; static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_array_obj *p; @@ -14690,7 +14482,6 @@ static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) { } if (unlikely(!o)) return 0; p = ((struct __pyx_array_obj *)o); - p->__pyx_vtab = __pyx_vtabptr_array; p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None); p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None); if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) { @@ -14747,7 +14538,7 @@ static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) { } static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o); + return get_memview(o); } static PyMethodDef __pyx_methods_array[] = { @@ -14756,7 +14547,7 @@ static PyMethodDef __pyx_methods_array[] = { }; static struct PyGetSetDef __pyx_getsets_array[] = { - {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, (char *)0, 0}, + {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, 0, 0}, {0, 0, 0, 0, 0} }; @@ -15057,39 +14848,39 @@ static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject } static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o); + return __pyx_memoryview_transpose(o); } static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o); + return __pyx_memoryview__get__base(o); } static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o); + return __pyx_memoryview_get_shape(o); } static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o); + return __pyx_memoryview_get_strides(o); } static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o); + return __pyx_memoryview_get_suboffsets(o); } static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o); + return __pyx_memoryview_get_ndim(o); } static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o); + return __pyx_memoryview_get_itemsize(o); } static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o); + return __pyx_memoryview_get_nbytes(o); } static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o); + return __pyx_memoryview_get_size(o); } static PyMethodDef __pyx_methods_memoryview[] = { @@ -15101,15 +14892,15 @@ static PyMethodDef __pyx_methods_memoryview[] = { }; 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if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 288, __pyx_L1_error) + __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_XGOTREF(indirect_contiguous); __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; - /* "View.MemoryView":312 - * - * DEF THREAD_LOCKS_PREALLOCATED = 8 - * cdef int __pyx_memoryview_thread_locks_used = 0 # <<<<<<<<<<<<<< - * cdef PyThread_type_lock[THREAD_LOCKS_PREALLOCATED] __pyx_memoryview_thread_locks = [ - * PyThread_allocate_lock(), - */ - __pyx_memoryview_thread_locks_used = 0; - - /* "View.MemoryView":313 - * DEF THREAD_LOCKS_PREALLOCATED = 8 - * cdef int __pyx_memoryview_thread_locks_used = 0 - * cdef PyThread_type_lock[THREAD_LOCKS_PREALLOCATED] __pyx_memoryview_thread_locks = [ # <<<<<<<<<<<<<< - * PyThread_allocate_lock(), - * PyThread_allocate_lock(), - */ - __pyx_t_3[0] = PyThread_allocate_lock(); - __pyx_t_3[1] = PyThread_allocate_lock(); - __pyx_t_3[2] = PyThread_allocate_lock(); - __pyx_t_3[3] = PyThread_allocate_lock(); - __pyx_t_3[4] = PyThread_allocate_lock(); - __pyx_t_3[5] = PyThread_allocate_lock(); - __pyx_t_3[6] = PyThread_allocate_lock(); - __pyx_t_3[7] = PyThread_allocate_lock(); - memcpy(&(__pyx_memoryview_thread_locks[0]), __pyx_t_3, sizeof(__pyx_memoryview_thread_locks[0]) * (8)); - - /* "View.MemoryView":535 + /* "View.MemoryView":498 * info.obj = self * * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< * * */ - __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), ((char *)"getbuffer(obj, view, flags)")); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 535, __pyx_L1_error) + __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) __PYX_ERR(1, 535, __pyx_L1_error) + if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; PyType_Modified(__pyx_memoryview_type); - /* "View.MemoryView":981 - * return self.from_object + /* "View.MemoryView":954 + * return self.from_object * * __pyx_getbuffer = capsule( &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)") # <<<<<<<<<<<<<< * * */ - __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), ((char *)"getbuffer(obj, view, flags)")); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 981, __pyx_L1_error) + __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) __PYX_ERR(1, 981, __pyx_L1_error) + if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; PyType_Modified(__pyx_memoryviewslice_type); - /* "View.MemoryView":1391 + /* "View.MemoryView":1364 * * @cname('__pyx_memoryview__slice_assign_scalar') * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, # <<<<<<<<<<<<<< @@ -16041,7 +15804,6 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) } /* --- Runtime support code --- */ -/* Refnanny */ #if CYTHON_REFNANNY static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { PyObject *m = NULL, *p = NULL; @@ -16058,7 +15820,6 @@ static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { } #endif -/* GetBuiltinName */ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); if (unlikely(!result)) { @@ -16072,7 +15833,6 @@ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { return result; } -/* RaiseArgTupleInvalid */ static void __Pyx_RaiseArgtupleInvalid( const char* func_name, int exact, @@ -16098,7 +15858,6 @@ static void __Pyx_RaiseArgtupleInvalid( (num_expected == 1) ? "" : "s", num_found); } -/* RaiseDoubleKeywords */ static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) @@ -16112,7 +15871,6 @@ static void __Pyx_RaiseDoubleKeywordsError( #endif } -/* ParseKeywords */ static int __Pyx_ParseOptionalKeywords( PyObject *kwds, PyObject **argnames[], @@ -16214,7 +15972,6 @@ static int __Pyx_ParseOptionalKeywords( return -1; } -/* ArgTypeTest */ static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) { PyErr_Format(PyExc_TypeError, "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", @@ -16241,7 +15998,6 @@ static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, in return 0; } -/* PyObjectCall */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { PyObject *result; @@ -16261,7 +16017,6 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg } #endif -/* BufferFormatCheck */ static CYTHON_INLINE int __Pyx_IsLittleEndian(void) { unsigned int n = 1; return *(unsigned char*)(&n) != 0; @@ -16811,8 +16566,7 @@ static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { __Pyx_ReleaseBuffer(info); } -/* MemviewSliceInit */ - static int +static int __Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, int ndim, __Pyx_memviewslice *memviewslice, @@ -16946,10 +16700,10 @@ static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice, } } -/* PyErrFetchRestore */ - #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; @@ -16959,22 +16713,27 @@ static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObjec Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); +#else + PyErr_Restore(type, value, tb); +#endif } -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; -} +#else + PyErr_Fetch(type, value, tb); #endif +} -/* RaiseException */ - #if PY_MAJOR_VERSION < 3 +#if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { - __Pyx_PyThreadState_declare Py_XINCREF(type); if (!value || value == Py_None) value = NULL; @@ -17013,7 +16772,6 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, goto raise_error; } } - __Pyx_PyThreadState_assign __Pyx_ErrRestore(type, value, tb); return; raise_error: @@ -17133,8 +16891,7 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject } #endif -/* BytesEquals */ - static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); #else @@ -17171,8 +16928,7 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject #endif } -/* UnicodeEquals */ - static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY return PyObject_RichCompareBool(s1, s2, equals); #else @@ -17255,8 +17011,7 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject #endif } -/* GetAttr */ - static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { #if CYTHON_COMPILING_IN_CPYTHON #if PY_MAJOR_VERSION >= 3 if (likely(PyUnicode_Check(n))) @@ -17268,8 +17023,7 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject return PyObject_GetAttr(o, n); } -/* decode_c_string */ - static CYTHON_INLINE PyObject* __Pyx_decode_c_string( +static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* cstring, Py_ssize_t start, Py_ssize_t stop, const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { @@ -17301,26 +17055,22 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject } } -/* RaiseTooManyValuesToUnpack */ - static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { PyErr_Format(PyExc_ValueError, "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); } -/* RaiseNeedMoreValuesToUnpack */ - static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", index, (index == 1) ? "" : "s"); } -/* RaiseNoneIterError */ - static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); } -/* ExtTypeTest */ - static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; @@ -17332,18 +17082,23 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject return 0; } -/* SaveResetException */ - #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); *type = tstate->exc_type; *value = tstate->exc_value; *tb = tstate->exc_traceback; Py_XINCREF(*type); Py_XINCREF(*value); Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif } -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; @@ -17353,28 +17108,16 @@ static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); -} +#else + PyErr_SetExcInfo(type, value, tb); #endif - -/* PyErrExceptionMatches */ - #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) { - PyObject *exc_type = tstate->curexc_type; - if (exc_type == err) return 1; - if (unlikely(!exc_type)) return 0; - return PyErr_GivenExceptionMatches(exc_type, err); } -#endif -/* GetException */ - #if CYTHON_COMPILING_IN_CPYTHON -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, *local_value, *local_tb; #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); local_type = tstate->curexc_type; local_value = tstate->curexc_value; local_tb = tstate->curexc_traceback; @@ -17427,33 +17170,26 @@ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) return -1; } -/* SwapException */ - #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = *type; tstate->exc_value = *value; tstate->exc_traceback = *tb; - *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); +#endif *type = tmp_type; *value = tmp_value; *tb = tmp_tb; } -#endif -/* Import */ - static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { PyObject *empty_list = 0; PyObject *module = 0; PyObject *global_dict = 0; @@ -17526,8 +17262,7 @@ static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, return module; } -/* GetItemInt */ - static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (!j) return NULL; r = PyObject_GetItem(o, j); @@ -17591,9 +17326,10 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, if (likely(l >= 0)) { i += l; } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else return NULL; - PyErr_Clear(); } } return m->sq_item(o, i); @@ -17607,8 +17343,11 @@ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } -/* PyIntBinop */ - #if CYTHON_COMPILING_IN_CPYTHON +#if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" +#endif + +#if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) { #if PY_MAJOR_VERSION < 3 if (likely(PyInt_CheckExact(op1))) { @@ -17705,27 +17444,20 @@ static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED } #endif -/* None */ - static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); } -/* WriteUnraisableException */ - static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename, int full_traceback, CYTHON_UNUSED int nogil) { PyObject *old_exc, *old_val, *old_tb; PyObject *ctx; - __Pyx_PyThreadState_declare #ifdef WITH_THREAD PyGILState_STATE state; if (nogil) state = PyGILState_Ensure(); -#ifdef _MSC_VER - else state = (PyGILState_STATE)-1; -#endif #endif - __Pyx_PyThreadState_assign __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); if (full_traceback) { Py_XINCREF(old_exc); @@ -17752,8 +17484,7 @@ static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED #endif } -/* PyObjectCallMethO */ - #if CYTHON_COMPILING_IN_CPYTHON +#if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { PyObject *self, *result; PyCFunction cfunc; @@ -17772,8 +17503,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject } #endif -/* PyObjectCallOneArg */ - #if CYTHON_COMPILING_IN_CPYTHON +#if CYTHON_COMPILING_IN_CPYTHON static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *result; PyObject *args = PyTuple_New(1); @@ -17807,8 +17537,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObjec } #endif -/* SetVTable */ - static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { #if PY_VERSION_HEX >= 0x02070000 PyObject *ob = PyCapsule_New(vtable, 0, 0); #else @@ -17825,8 +17554,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObjec return -1; } -/* GetVTable */ - static void* __Pyx_GetVtable(PyObject *dict) { +static void* __Pyx_GetVtable(PyObject *dict) { void* ptr; PyObject *ob = PyObject_GetItem(dict, __pyx_n_s_pyx_vtable); if (!ob) @@ -17845,8 +17573,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObjec return NULL; } -/* CodeObjectCache */ - static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { +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; @@ -17925,8 +17652,7 @@ static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { Py_INCREF(code_object); } -/* AddTraceback */ - #include "compile.h" +#include "compile.h" #include "frameobject.h" #include "traceback.h" static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( @@ -18027,94 +17753,21 @@ static void __Pyx_ReleaseBuffer(Py_buffer *view) { #endif - /* MemviewSliceIsContig */ - static int -__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, - char order, int ndim) + static int +__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) { - int i, index, step, start; - Py_ssize_t itemsize = mvs.memview->view.itemsize; - if (order == 'F') { - step = 1; - start = 0; - } else { - step = -1; - start = ndim - 1; - } - for (i = 0; i < ndim; i++) { - index = start + step * i; - if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize) + int i; + if (!a || !b) + return 0; + if (a == b) + return 1; + if (a->size != b->size || a->typegroup != b->typegroup || + a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { + if (a->typegroup == 'H' || b->typegroup == 'H') { + return a->size == b->size; + } else { return 0; - itemsize *= mvs.shape[index]; - } - return 1; -} - -/* OverlappingSlices */ - static void -__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, - void **out_start, void **out_end, - int ndim, size_t itemsize) -{ - char *start, *end; - int i; - start = end = slice->data; - for (i = 0; i < ndim; i++) { - Py_ssize_t stride = slice->strides[i]; - Py_ssize_t extent = slice->shape[i]; - if (extent == 0) { - *out_start = *out_end = start; - return; - } else { - if (stride > 0) - end += stride * (extent - 1); - else - start += stride * (extent - 1); - } - } - *out_start = start; - *out_end = end + itemsize; -} -static int -__pyx_slices_overlap(__Pyx_memviewslice *slice1, - __Pyx_memviewslice *slice2, - int ndim, size_t itemsize) -{ - void *start1, *end1, *start2, *end2; - __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); - __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); - return (start1 < end2) && (start2 < end1); -} - -/* Capsule */ - static CYTHON_INLINE PyObject * -__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) -{ - PyObject *cobj; -#if PY_VERSION_HEX >= 0x02070000 - cobj = PyCapsule_New(p, sig, NULL); -#else - cobj = PyCObject_FromVoidPtr(p, NULL); -#endif - return cobj; -} - -/* TypeInfoCompare */ - static int -__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) -{ - int i; - if (!a || !b) - return 0; - if (a == b) - return 1; - if (a->size != b->size || a->typegroup != b->typegroup || - a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { - if (a->typegroup == 'H' || b->typegroup == 'H') { - return a->size == b->size; - } else { - return 0; - } + } } if (a->ndim) { for (i = 0; i < a->ndim; i++) @@ -18140,8 +17793,7 @@ __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b) return 1; } -/* MemviewSliceValidateAndInit */ - static int +static int __pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) { if (buf->shape[dim] <= 1) @@ -18322,8 +17974,7 @@ static int __Pyx_ValidateAndInit_memviewslice( return retval; } -/* ObjectToMemviewSlice */ - static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *obj) { +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *obj) { __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; @@ -18345,8 +17996,7 @@ static int __Pyx_ValidateAndInit_memviewslice( return result; } -/* ObjectToMemviewSlice */ - static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj) { +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj) { __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } }; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) }; @@ -18368,8 +18018,7 @@ static int __Pyx_ValidateAndInit_memviewslice( return result; } -/* CIntFromPyVerify */ - #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ +#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) @@ -18390,156 +18039,7 @@ static int __Pyx_ValidateAndInit_memviewslice( return (target_type) value;\ } -/* CIntToPy */ - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { - const int neg_one = (int) -1, const_zero = (int) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); - } -} - -/* CIntToPy */ - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { - const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(unsigned int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(unsigned int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(unsigned int), - little, !is_unsigned); - } -} - -/* CIntToPy */ - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { - const long neg_one = (long) -1, const_zero = (long) 0; - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(long) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), - little, !is_unsigned); - } -} - -/* MemviewSliceCopyTemplate */ - static __Pyx_memviewslice -__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, - const char *mode, int ndim, - size_t sizeof_dtype, int contig_flag, - int dtype_is_object) -{ - __Pyx_RefNannyDeclarations - int i; - __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; - struct __pyx_memoryview_obj *from_memview = from_mvs->memview; - Py_buffer *buf = &from_memview->view; - PyObject *shape_tuple = NULL; - PyObject *temp_int = NULL; - struct __pyx_array_obj *array_obj = NULL; - struct __pyx_memoryview_obj *memview_obj = NULL; - __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); - for (i = 0; i < ndim; i++) { - if (from_mvs->suboffsets[i] >= 0) { - PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " - "indirect dimensions (axis %d)", i); - goto fail; - } - } - shape_tuple = PyTuple_New(ndim); - if (unlikely(!shape_tuple)) { - goto fail; - } - __Pyx_GOTREF(shape_tuple); - for(i = 0; i < ndim; i++) { - temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); - if(unlikely(!temp_int)) { - goto fail; - } else { - PyTuple_SET_ITEM(shape_tuple, i, temp_int); - temp_int = NULL; - } - } - array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); - if (unlikely(!array_obj)) { - goto fail; - } - __Pyx_GOTREF(array_obj); - memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( - (PyObject *) array_obj, contig_flag, - dtype_is_object, - from_mvs->memview->typeinfo); - if (unlikely(!memview_obj)) - goto fail; - if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) - goto fail; - if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, - dtype_is_object) < 0)) - goto fail; - goto no_fail; -fail: - __Pyx_XDECREF(new_mvs.memview); - new_mvs.memview = NULL; - new_mvs.data = NULL; -no_fail: - __Pyx_XDECREF(shape_tuple); - __Pyx_XDECREF(temp_int); - __Pyx_XDECREF(array_obj); - __Pyx_RefNannyFinishContext(); - return new_mvs; -} - -/* CIntFromPy */ - static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { +static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -18614,7 +18114,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (unsigned int) 0; - case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, (sdigit) (-(sdigit)digits[0])) + case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) digits[0]) case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) case -2: if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { @@ -18684,7 +18184,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else unsigned int val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); + PyObject *v = __Pyx_PyNumber_Int(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -18707,7 +18207,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, } } else { unsigned int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (unsigned int) -1; val = __Pyx_PyInt_As_unsigned_int(tmp); Py_DECREF(tmp); @@ -18723,8 +18223,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, return (unsigned int) -1; } -/* CIntFromPy */ - static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { const int neg_one = (int) -1, const_zero = (int) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -18799,7 +18298,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (int) 0; - case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) digits[0]) case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) case -2: if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { @@ -18869,7 +18368,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else int val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); + PyObject *v = __Pyx_PyNumber_Int(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -18892,7 +18391,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, } } else { int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (int) -1; val = __Pyx_PyInt_As_int(tmp); Py_DECREF(tmp); @@ -18908,8 +18407,220 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, return (int) -1; } -/* CIntFromPy */ - static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = (int) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { + const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(unsigned int) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(unsigned int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(unsigned int), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = (long) 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(long) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +static int +__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs, + char order, int ndim) +{ + int i, index, step, start; + Py_ssize_t itemsize = mvs->memview->view.itemsize; + if (order == 'F') { + step = 1; + start = 0; + } else { + step = -1; + start = ndim - 1; + } + for (i = 0; i < ndim; i++) { + index = start + step * i; + if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize) + return 0; + itemsize *= mvs->shape[index]; + } + return 1; +} + +static void +__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, + void **out_start, void **out_end, + int ndim, size_t itemsize) +{ + char *start, *end; + int i; + start = end = slice->data; + for (i = 0; i < ndim; i++) { + Py_ssize_t stride = slice->strides[i]; + Py_ssize_t extent = slice->shape[i]; + if (extent == 0) { + *out_start = *out_end = start; + return; + } else { + if (stride > 0) + end += stride * (extent - 1); + else + start += stride * (extent - 1); + } + } + *out_start = start; + *out_end = end + itemsize; +} +static int +__pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize) +{ + void *start1, *end1, *start2, *end2; + __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); + __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); + return (start1 < end2) && (start2 < end1); +} + +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object) +{ + __Pyx_RefNannyDeclarations + int i; + __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } }; + struct __pyx_memoryview_obj *from_memview = from_mvs->memview; + Py_buffer *buf = &from_memview->view; + PyObject *shape_tuple = NULL; + PyObject *temp_int = NULL; + struct __pyx_array_obj *array_obj = NULL; + struct __pyx_memoryview_obj *memview_obj = NULL; + __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); + for (i = 0; i < ndim; i++) { + if (from_mvs->suboffsets[i] >= 0) { + PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " + "indirect dimensions (axis %d)", i); + goto fail; + } + } + shape_tuple = PyTuple_New(ndim); + if (unlikely(!shape_tuple)) { + goto fail; + } + __Pyx_GOTREF(shape_tuple); + for(i = 0; i < ndim; i++) { + temp_int = PyInt_FromSsize_t(from_mvs->shape[i]); + if(unlikely(!temp_int)) { + goto fail; + } else { + PyTuple_SET_ITEM(shape_tuple, i, temp_int); + temp_int = NULL; + } + } + array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL); + if (unlikely(!array_obj)) { + goto fail; + } + __Pyx_GOTREF(array_obj); + memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + (PyObject *) array_obj, contig_flag, + dtype_is_object, + from_mvs->memview->typeinfo); + if (unlikely(!memview_obj)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) + goto fail; + if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, + dtype_is_object) < 0)) + goto fail; + goto no_fail; +fail: + __Pyx_XDECREF(new_mvs.memview); + new_mvs.memview = NULL; + new_mvs.data = NULL; +no_fail: + __Pyx_XDECREF(shape_tuple); + __Pyx_XDECREF(temp_int); + __Pyx_XDECREF(array_obj); + __Pyx_RefNannyFinishContext(); + return new_mvs; +} + +static CYTHON_INLINE PyObject * +__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig) +{ + PyObject *cobj; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(p, sig, NULL); +#else + cobj = PyCObject_FromVoidPtr(p, NULL); +#endif + return cobj; +} + +static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) { const char neg_one = (char) -1, const_zero = (char) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -18984,7 +18695,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (char) 0; - case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0])) + case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, -(sdigit) digits[0]) case 1: __PYX_VERIFY_RETURN_INT(char, digit, +digits[0]) case -2: if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) { @@ -19054,7 +18765,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else char val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); + PyObject *v = __Pyx_PyNumber_Int(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -19077,7 +18788,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, } } else { char val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (char) -1; val = __Pyx_PyInt_As_char(tmp); Py_DECREF(tmp); @@ -19093,8 +18804,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, return (char) -1; } -/* CIntFromPy */ - static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { const long neg_one = (long) -1, const_zero = (long) 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 @@ -19169,7 +18879,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const digit* digits = ((PyLongObject*)x)->ob_digit; switch (Py_SIZE(x)) { case 0: return (long) 0; - case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) digits[0]) case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) case -2: if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { @@ -19239,7 +18949,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); #else long val; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); + PyObject *v = __Pyx_PyNumber_Int(x); #if PY_MAJOR_VERSION < 3 if (likely(v) && !PyLong_Check(v)) { PyObject *tmp = v; @@ -19262,7 +18972,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, } } else { long val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (long) -1; val = __Pyx_PyInt_As_long(tmp); Py_DECREF(tmp); @@ -19278,8 +18988,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, return (long) -1; } -/* CheckBinaryVersion */ - static int __Pyx_check_binary_version(void) { +static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); @@ -19294,8 +19003,7 @@ __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, return 0; } -/* ModuleImport */ - #ifndef __PYX_HAVE_RT_ImportModule +#ifndef __PYX_HAVE_RT_ImportModule #define __PYX_HAVE_RT_ImportModule static PyObject *__Pyx_ImportModule(const char *name) { PyObject *py_name = 0; @@ -19312,8 +19020,7 @@ static PyObject *__Pyx_ImportModule(const char *name) { } #endif -/* TypeImport */ - #ifndef __PYX_HAVE_RT_ImportType +#ifndef __PYX_HAVE_RT_ImportType #define __PYX_HAVE_RT_ImportType static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict) @@ -19359,14 +19066,14 @@ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class #endif if (!strict && (size_t)basicsize > size) { PyOS_snprintf(warning, sizeof(warning), - "%s.%s size changed, may indicate binary incompatibility. Expected %zd, got %zd", - module_name, class_name, basicsize, size); + "%s.%s size changed, may indicate binary incompatibility", + module_name, class_name); if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; } else if ((size_t)basicsize != size) { PyErr_Format(PyExc_ValueError, - "%.200s.%.200s has the wrong size, try recompiling. Expected %zd, got %zd", - module_name, class_name, basicsize, size); + "%.200s.%.200s has the wrong size, try recompiling", + module_name, class_name); goto bad; } return (PyTypeObject *)result; @@ -19377,8 +19084,7 @@ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class } #endif -/* FunctionImport */ - #ifndef __PYX_HAVE_RT_ImportFunction +#ifndef __PYX_HAVE_RT_ImportFunction #define __PYX_HAVE_RT_ImportFunction static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) { PyObject *d = 0; @@ -19431,8 +19137,7 @@ static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (** } #endif -/* InitStrings */ - static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { while (t->p) { #if PY_MAJOR_VERSION < 3 if (t->is_unicode) { @@ -19532,7 +19237,7 @@ static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } -static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) { +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { PyNumberMethods *m; const char *name = NULL; PyObject *res = NULL; diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index 2632eb1..9f84cb9 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -75,14 +75,14 @@ cdef inline double _update(int* indices, if degree == 2: grad_y = d1[i] - p_js * data[ii] elif degree == 3: - grad_y = 0.5 * (_sq(d1[i]) - d2[i]) + grad_y = 0.5 * (d1[i] ** 2 - d2[i]) grad_y -= p_js * data[ii] * d1[i] - grad_y += p_js * p_js * _sq(data[ii]) + grad_y += p_js * p_js * (data[ii] ** 2) grad_y *= lam * data[ii] update += loss.dloss(y_pred[i], y[i]) * grad_y - inv_step_size += _sq(grad_y) + inv_step_size += grad_y ** 2 inv_step_size *= loss.mu inv_step_size += l1_reg @@ -140,12 +140,12 @@ cdef inline double _cd_direct_epoch(double[:, :, ::1] P, if degree == 2: offset = d1[i] - p_old * data[ii] else: - offset = _sq(d1[i]) - d2[i] + offset = d1[i] ** 2 - d2[i] offset *= 0.5 offset -= p_old * data[ii] * d1[i] - offset += _sq(p_old) * _sq(data[ii]) + offset += p_old ** 2 * data[ii] ** 2 - d2[i] -= (_sq(p_old) - _sq(P[order, s, j])) * _sq(data[ii]) + d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 d1[i] -= update * data[ii] y_pred[i] -= offset * lams[s] * update * data[ii] diff --git a/polylearn/cd_lifted_fast.cpp b/polylearn/cd_lifted_fast.cpp index ac4e10f..52a6c62 100644 --- a/polylearn/cd_lifted_fast.cpp +++ b/polylearn/cd_lifted_fast.cpp @@ -1325,7 +1325,6 @@ static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_lifted_fast__sq(double); /*proto*/ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, __Pyx_memviewslice, int __pyx_skip_dispatch); /*proto*/ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice, struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *, Py_ssize_t, Py_ssize_t, double *); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/ @@ -1637,43 +1636,6 @@ static PyObject *__pyx_tuple__20; static PyObject *__pyx_codeobj__15; /* "polylearn/cd_lifted_fast.pyx":18 - * - * - * cdef inline double _sq(double x): # <<<<<<<<<<<<<< - * return x * x - * - */ - -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_lifted_fast__sq(double __pyx_v_x) { - double __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("_sq", 0); - - /* "polylearn/cd_lifted_fast.pyx":19 - * - * cdef inline double _sq(double x): - * return x * x # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = (__pyx_v_x * __pyx_v_x); - goto __pyx_L0; - - /* "polylearn/cd_lifted_fast.pyx":18 - * - * - * cdef inline double _sq(double x): # <<<<<<<<<<<<<< - * return x * x - * - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "polylearn/cd_lifted_fast.pyx":22 * * * cpdef void _fast_lifted_predict(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -1713,7 +1675,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi Py_ssize_t __pyx_t_13; __Pyx_RefNannySetupContext("_fast_lifted_predict", 0); - /* "polylearn/cd_lifted_fast.pyx":31 + /* "polylearn/cd_lifted_fast.pyx":27 * # but it's more memory efficient. * * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -1722,7 +1684,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":32 + /* "polylearn/cd_lifted_fast.pyx":28 * * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -1731,7 +1693,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":34 + /* "polylearn/cd_lifted_fast.pyx":30 * cdef Py_ssize_t n_components = U.shape[1] * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -1740,7 +1702,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":35 + /* "polylearn/cd_lifted_fast.pyx":31 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -1749,7 +1711,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":43 + /* "polylearn/cd_lifted_fast.pyx":39 * cdef Py_ssize_t i, j, ii * * cdef double *middle = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -1758,7 +1720,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_middle = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":44 + /* "polylearn/cd_lifted_fast.pyx":40 * * cdef double *middle = malloc(n_samples * sizeof(double)) * cdef double *inner = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -1767,7 +1729,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_inner = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":47 + /* "polylearn/cd_lifted_fast.pyx":43 * * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -1778,7 +1740,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":49 + /* "polylearn/cd_lifted_fast.pyx":45 * for s in range(n_components): * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1789,7 +1751,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":50 + /* "polylearn/cd_lifted_fast.pyx":46 * * for i in range(n_samples): * middle[i] = 1 # <<<<<<<<<<<<<< @@ -1799,7 +1761,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi (__pyx_v_middle[__pyx_v_i]) = 1.0; } - /* "polylearn/cd_lifted_fast.pyx":52 + /* "polylearn/cd_lifted_fast.pyx":48 * middle[i] = 1 * * for t in range(degree): # <<<<<<<<<<<<<< @@ -1810,7 +1772,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":55 + /* "polylearn/cd_lifted_fast.pyx":51 * # inner = np.dot(U[t, s, :], X.T) * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1821,7 +1783,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":56 + /* "polylearn/cd_lifted_fast.pyx":52 * * for i in range(n_samples): * inner[i] = 0 # <<<<<<<<<<<<<< @@ -1831,7 +1793,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi (__pyx_v_inner[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_lifted_fast.pyx":58 + /* "polylearn/cd_lifted_fast.pyx":54 * inner[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -1842,7 +1804,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_j = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":59 + /* "polylearn/cd_lifted_fast.pyx":55 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -1851,7 +1813,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":60 + /* "polylearn/cd_lifted_fast.pyx":56 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -1862,7 +1824,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_ii = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":61 + /* "polylearn/cd_lifted_fast.pyx":57 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -1871,7 +1833,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":62 + /* "polylearn/cd_lifted_fast.pyx":58 * for ii in range(n_nz): * i = indices[ii] * inner[i] += data[ii] * U[t, s, j] # <<<<<<<<<<<<<< @@ -1886,7 +1848,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":65 + /* "polylearn/cd_lifted_fast.pyx":61 * * # middle *= inner * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1897,7 +1859,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":66 + /* "polylearn/cd_lifted_fast.pyx":62 * # middle *= inner * for i in range(n_samples): * middle[i] *= inner[i] # <<<<<<<<<<<<<< @@ -1909,7 +1871,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":68 + /* "polylearn/cd_lifted_fast.pyx":64 * middle[i] *= inner[i] * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1920,7 +1882,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":69 + /* "polylearn/cd_lifted_fast.pyx":65 * * for i in range(n_samples): * out[i] += middle[i] # <<<<<<<<<<<<<< @@ -1932,7 +1894,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi } } - /* "polylearn/cd_lifted_fast.pyx":71 + /* "polylearn/cd_lifted_fast.pyx":67 * out[i] += middle[i] * * free(inner) # <<<<<<<<<<<<<< @@ -1941,7 +1903,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ free(__pyx_v_inner); - /* "polylearn/cd_lifted_fast.pyx":72 + /* "polylearn/cd_lifted_fast.pyx":68 * * free(inner) * free(middle) # <<<<<<<<<<<<<< @@ -1950,7 +1912,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__Pyx_memvi */ free(__pyx_v_middle); - /* "polylearn/cd_lifted_fast.pyx":22 + /* "polylearn/cd_lifted_fast.pyx":18 * * * cpdef void _fast_lifted_predict(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -1995,16 +1957,16 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict(PyOb case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_out)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_fast_lifted_predict") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_fast_lifted_predict") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 3) { goto __pyx_L5_argtuple_error; @@ -2013,19 +1975,19 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_1_fast_lifted_predict(PyOb values[1] = PyTuple_GET_ITEM(__pyx_args, 1); values[2] = PyTuple_GET_ITEM(__pyx_args, 2); } - __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[1]); - __pyx_v_out = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_out.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_out = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_out.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_fast_lifted_predict", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._fast_lifted_predict", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_out); /* function exit code */ @@ -2046,9 +2008,9 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHO int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_fast_lifted_predict", 0); __Pyx_XDECREF(__pyx_r); - if (unlikely(!__pyx_v_U.memview)) { __Pyx_RaiseUnboundLocalError("U"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - if (unlikely(!__pyx_v_out.memview)) { __Pyx_RaiseUnboundLocalError("out"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } - __pyx_t_1 = __Pyx_void_to_None(__pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_v_U, __pyx_v_X, __pyx_v_out, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__pyx_v_U.memview)) { __Pyx_RaiseUnboundLocalError("U"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + if (unlikely(!__pyx_v_out.memview)) { __Pyx_RaiseUnboundLocalError("out"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } + __pyx_t_1 = __Pyx_void_to_None(__pyx_f_9polylearn_14cd_lifted_fast__fast_lifted_predict(__pyx_v_U, __pyx_v_X, __pyx_v_out, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_r = __pyx_t_1; __pyx_t_1 = 0; @@ -2067,7 +2029,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast__fast_lifted_predict(CYTHO return __pyx_r; } -/* "polylearn/cd_lifted_fast.pyx":75 +/* "polylearn/cd_lifted_fast.pyx":71 * * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2102,7 +2064,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ Py_ssize_t __pyx_t_11; __Pyx_RefNannySetupContext("_precompute", 0); - /* "polylearn/cd_lifted_fast.pyx":81 + /* "polylearn/cd_lifted_fast.pyx":77 * double* out): * * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2111,7 +2073,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":82 + /* "polylearn/cd_lifted_fast.pyx":78 * * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2120,7 +2082,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":84 + /* "polylearn/cd_lifted_fast.pyx":80 * cdef Py_ssize_t n_components = U.shape[1] * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2129,7 +2091,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":85 + /* "polylearn/cd_lifted_fast.pyx":81 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2138,7 +2100,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":93 + /* "polylearn/cd_lifted_fast.pyx":89 * cdef Py_ssize_t i, j, ii * * cdef double *inner = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2147,7 +2109,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_inner = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":95 + /* "polylearn/cd_lifted_fast.pyx":91 * cdef double *inner = malloc(n_samples * sizeof(double)) * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2158,7 +2120,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":96 + /* "polylearn/cd_lifted_fast.pyx":92 * * for i in range(n_samples): * out[i] = 1 # <<<<<<<<<<<<<< @@ -2168,7 +2130,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ (__pyx_v_out[__pyx_v_i]) = 1.0; } - /* "polylearn/cd_lifted_fast.pyx":98 + /* "polylearn/cd_lifted_fast.pyx":94 * out[i] = 1 * * for t_prime in range(degree): # <<<<<<<<<<<<<< @@ -2179,7 +2141,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_t_prime = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":100 + /* "polylearn/cd_lifted_fast.pyx":96 * for t_prime in range(degree): * * if t == t_prime: # <<<<<<<<<<<<<< @@ -2189,7 +2151,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __pyx_t_3 = ((__pyx_v_t == __pyx_v_t_prime) != 0); if (__pyx_t_3) { - /* "polylearn/cd_lifted_fast.pyx":101 + /* "polylearn/cd_lifted_fast.pyx":97 * * if t == t_prime: * continue # <<<<<<<<<<<<<< @@ -2198,7 +2160,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ goto __pyx_L5_continue; - /* "polylearn/cd_lifted_fast.pyx":100 + /* "polylearn/cd_lifted_fast.pyx":96 * for t_prime in range(degree): * * if t == t_prime: # <<<<<<<<<<<<<< @@ -2207,7 +2169,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ } - /* "polylearn/cd_lifted_fast.pyx":103 + /* "polylearn/cd_lifted_fast.pyx":99 * continue * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2218,7 +2180,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":104 + /* "polylearn/cd_lifted_fast.pyx":100 * * for i in range(n_samples): * inner[i] = 0 # <<<<<<<<<<<<<< @@ -2228,7 +2190,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ (__pyx_v_inner[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_lifted_fast.pyx":106 + /* "polylearn/cd_lifted_fast.pyx":102 * inner[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2239,7 +2201,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":107 + /* "polylearn/cd_lifted_fast.pyx":103 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2248,7 +2210,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":108 + /* "polylearn/cd_lifted_fast.pyx":104 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2259,7 +2221,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) { __pyx_v_ii = __pyx_t_7; - /* "polylearn/cd_lifted_fast.pyx":109 + /* "polylearn/cd_lifted_fast.pyx":105 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2268,7 +2230,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":110 + /* "polylearn/cd_lifted_fast.pyx":106 * for ii in range(n_nz): * i = indices[ii] * inner[i] += data[ii] * U[t_prime, s, j] # <<<<<<<<<<<<<< @@ -2283,7 +2245,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ } } - /* "polylearn/cd_lifted_fast.pyx":111 + /* "polylearn/cd_lifted_fast.pyx":107 * i = indices[ii] * inner[i] += data[ii] * U[t_prime, s, j] * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -2294,7 +2256,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; - /* "polylearn/cd_lifted_fast.pyx":112 + /* "polylearn/cd_lifted_fast.pyx":108 * inner[i] += data[ii] * U[t_prime, s, j] * for i in range(n_samples): * out[i] *= inner[i] # <<<<<<<<<<<<<< @@ -2307,7 +2269,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __pyx_L5_continue:; } - /* "polylearn/cd_lifted_fast.pyx":113 + /* "polylearn/cd_lifted_fast.pyx":109 * for i in range(n_samples): * out[i] *= inner[i] * free(inner) # <<<<<<<<<<<<<< @@ -2316,7 +2278,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ */ free(__pyx_v_inner); - /* "polylearn/cd_lifted_fast.pyx":75 + /* "polylearn/cd_lifted_fast.pyx":71 * * * cdef void _precompute(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2328,7 +2290,7 @@ static void __pyx_f_9polylearn_14cd_lifted_fast__precompute(__Pyx_memviewslice _ __Pyx_RefNannyFinishContext(); } -/* "polylearn/cd_lifted_fast.pyx":116 +/* "polylearn/cd_lifted_fast.pyx":112 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< @@ -2382,46 +2344,46 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_lifted") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 9) { goto __pyx_L5_argtuple_error; @@ -2436,26 +2398,26 @@ static PyObject *__pyx_pw_9polylearn_14cd_lifted_fast_3_cd_lifted(PyObject *__py values[7] = PyTuple_GET_ITEM(__pyx_args, 7); values[8] = PyTuple_GET_ITEM(__pyx_args, 8); } - __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_U = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_U.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[1]); - __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[2]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[5]); - __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_int(values[6]); if (unlikely((__pyx_v_max_iter == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[7]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[8]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_lifted", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_lifted_fast._cd_lifted", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(__pyx_self, __pyx_v_U, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_beta, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose); /* function exit code */ @@ -2517,7 +2479,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_lifted", 0); - /* "polylearn/cd_lifted_fast.pyx":126 + /* "polylearn/cd_lifted_fast.pyx":122 * int verbose): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2526,7 +2488,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":127 + /* "polylearn/cd_lifted_fast.pyx":123 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() # <<<<<<<<<<<<<< @@ -2535,7 +2497,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_features = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_features(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_lifted_fast.pyx":128 + /* "polylearn/cd_lifted_fast.pyx":124 * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] # <<<<<<<<<<<<<< @@ -2544,7 +2506,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_degree = (__pyx_v_U.shape[0]); - /* "polylearn/cd_lifted_fast.pyx":129 + /* "polylearn/cd_lifted_fast.pyx":125 * cdef Py_ssize_t n_features = X.get_n_features() * cdef Py_ssize_t degree = U.shape[0] * cdef Py_ssize_t n_components = U.shape[1] # <<<<<<<<<<<<<< @@ -2553,7 +2515,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_n_components = (__pyx_v_U.shape[1]); - /* "polylearn/cd_lifted_fast.pyx":134 + /* "polylearn/cd_lifted_fast.pyx":130 * * cdef double sum_viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -2562,7 +2524,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_converged = 0; - /* "polylearn/cd_lifted_fast.pyx":140 + /* "polylearn/cd_lifted_fast.pyx":136 * cdef double u_old * * cdef double *xi = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2571,7 +2533,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_xi = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_lifted_fast.pyx":147 + /* "polylearn/cd_lifted_fast.pyx":143 * cdef int n_nz * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -2582,7 +2544,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_it = __pyx_t_2; - /* "polylearn/cd_lifted_fast.pyx":148 + /* "polylearn/cd_lifted_fast.pyx":144 * * for it in range(max_iter): * sum_viol = 0 # <<<<<<<<<<<<<< @@ -2591,7 +2553,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_lifted_fast.pyx":149 + /* "polylearn/cd_lifted_fast.pyx":145 * for it in range(max_iter): * sum_viol = 0 * for t in range(degree): # <<<<<<<<<<<<<< @@ -2602,7 +2564,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_t = __pyx_t_4; - /* "polylearn/cd_lifted_fast.pyx":150 + /* "polylearn/cd_lifted_fast.pyx":146 * sum_viol = 0 * for t in range(degree): * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2613,7 +2575,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_s = __pyx_t_6; - /* "polylearn/cd_lifted_fast.pyx":151 + /* "polylearn/cd_lifted_fast.pyx":147 * for t in range(degree): * for s in range(n_components): * _precompute(U, X, s, t, xi) # <<<<<<<<<<<<<< @@ -2622,7 +2584,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_f_9polylearn_14cd_lifted_fast__precompute(__pyx_v_U, __pyx_v_X, __pyx_v_s, __pyx_v_t, __pyx_v_xi); - /* "polylearn/cd_lifted_fast.pyx":152 + /* "polylearn/cd_lifted_fast.pyx":148 * for s in range(n_components): * _precompute(U, X, s, t, xi) * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2633,7 +2595,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_j = __pyx_t_8; - /* "polylearn/cd_lifted_fast.pyx":154 + /* "polylearn/cd_lifted_fast.pyx":150 * for j in range(n_features): * * u_old = U[t, s, j] # <<<<<<<<<<<<<< @@ -2645,7 +2607,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_11 = __pyx_v_j; __pyx_v_u_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_U.data + __pyx_t_9 * __pyx_v_U.strides[0]) ) + __pyx_t_10 * __pyx_v_U.strides[1]) )) + __pyx_t_11)) ))); - /* "polylearn/cd_lifted_fast.pyx":155 + /* "polylearn/cd_lifted_fast.pyx":151 * * u_old = U[t, s, j] * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2654,7 +2616,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_lifted_fast.pyx":157 + /* "polylearn/cd_lifted_fast.pyx":153 * X.get_column_ptr(j, &indices, &data, &n_nz) * * inv_step_size = 0 # <<<<<<<<<<<<<< @@ -2663,7 +2625,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = 0.0; - /* "polylearn/cd_lifted_fast.pyx":158 + /* "polylearn/cd_lifted_fast.pyx":154 * * inv_step_size = 0 * update = 0 # <<<<<<<<<<<<<< @@ -2672,46 +2634,46 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = 0.0; - /* "polylearn/cd_lifted_fast.pyx":160 + /* "polylearn/cd_lifted_fast.pyx":156 * update = 0 * * for ii in range(n_nz): # <<<<<<<<<<<<<< * i = indices[ii] - * inv_step_size += _sq(xi[i]) * _sq(data[ii]) + * inv_step_size += xi[i] ** 2 * data[ii] ** 2 */ __pyx_t_12 = __pyx_v_n_nz; for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) { __pyx_v_ii = __pyx_t_13; - /* "polylearn/cd_lifted_fast.pyx":161 + /* "polylearn/cd_lifted_fast.pyx":157 * * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< - * inv_step_size += _sq(xi[i]) * _sq(data[ii]) + * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_lifted_fast.pyx":162 + /* "polylearn/cd_lifted_fast.pyx":158 * for ii in range(n_nz): * i = indices[ii] - * inv_step_size += _sq(xi[i]) * _sq(data[ii]) # <<<<<<<<<<<<<< + * inv_step_size += xi[i] ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< * update += xi[i] * data[ii] * loss.dloss(y_pred[i], * y[i]) */ - __pyx_v_inv_step_size = (__pyx_v_inv_step_size + (__pyx_f_9polylearn_14cd_lifted_fast__sq((__pyx_v_xi[__pyx_v_i])) * __pyx_f_9polylearn_14cd_lifted_fast__sq((__pyx_v_data[__pyx_v_ii])))); + __pyx_v_inv_step_size = (__pyx_v_inv_step_size + (pow((__pyx_v_xi[__pyx_v_i]), 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_lifted_fast.pyx":163 + /* "polylearn/cd_lifted_fast.pyx":159 * i = indices[ii] - * inv_step_size += _sq(xi[i]) * _sq(data[ii]) + * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< * y[i]) * */ __pyx_t_14 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":164 - * inv_step_size += _sq(xi[i]) * _sq(data[ii]) + /* "polylearn/cd_lifted_fast.pyx":160 + * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], * y[i]) # <<<<<<<<<<<<<< * @@ -2719,9 +2681,9 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_t_15 = __pyx_v_i; - /* "polylearn/cd_lifted_fast.pyx":163 + /* "polylearn/cd_lifted_fast.pyx":159 * i = indices[ii] - * inv_step_size += _sq(xi[i]) * _sq(data[ii]) + * inv_step_size += xi[i] ** 2 * data[ii] ** 2 * update += xi[i] * data[ii] * loss.dloss(y_pred[i], # <<<<<<<<<<<<<< * y[i]) * @@ -2729,7 +2691,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_v_update = (__pyx_v_update + (((__pyx_v_xi[__pyx_v_i]) * (__pyx_v_data[__pyx_v_ii])) * ((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_14 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_15 * __pyx_v_y.strides[0]) )))))); } - /* "polylearn/cd_lifted_fast.pyx":166 + /* "polylearn/cd_lifted_fast.pyx":162 * y[i]) * * inv_step_size *= loss.mu # <<<<<<<<<<<<<< @@ -2738,7 +2700,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size * __pyx_v_loss->mu); - /* "polylearn/cd_lifted_fast.pyx":167 + /* "polylearn/cd_lifted_fast.pyx":163 * * inv_step_size *= loss.mu * inv_step_size += beta # <<<<<<<<<<<<<< @@ -2747,7 +2709,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_v_beta); - /* "polylearn/cd_lifted_fast.pyx":169 + /* "polylearn/cd_lifted_fast.pyx":165 * inv_step_size += beta * * update += beta * u_old # <<<<<<<<<<<<<< @@ -2756,7 +2718,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update + (__pyx_v_beta * __pyx_v_u_old)); - /* "polylearn/cd_lifted_fast.pyx":170 + /* "polylearn/cd_lifted_fast.pyx":166 * * update += beta * u_old * update /= inv_step_size # <<<<<<<<<<<<<< @@ -2765,7 +2727,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_lifted_fast.pyx":172 + /* "polylearn/cd_lifted_fast.pyx":168 * update /= inv_step_size * * U[t, s, j] -= update # <<<<<<<<<<<<<< @@ -2777,7 +2739,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_18 = __pyx_v_j; 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- /* "polylearn/cd_lifted_fast.pyx":178 + /* "polylearn/cd_lifted_fast.pyx":174 * for ii in range(n_nz): * i = indices[ii] * y_pred[i] -= data[ii] * xi[i] * update # <<<<<<<<<<<<<< @@ -2820,7 +2782,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED } } - /* "polylearn/cd_lifted_fast.pyx":180 + /* "polylearn/cd_lifted_fast.pyx":176 * y_pred[i] -= data[ii] * xi[i] * update * * if verbose: # <<<<<<<<<<<<<< @@ -2830,18 +2792,18 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = (__pyx_v_verbose != 0); if (__pyx_t_20) { - /* "polylearn/cd_lifted_fast.pyx":181 + /* "polylearn/cd_lifted_fast.pyx":177 * * if verbose: * print("Iteration", it + 1, "violation sum", sum_viol) # <<<<<<<<<<<<<< * * if sum_viol < tol: */ - __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_21 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); 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__pyx_t_21 = 0; __pyx_t_22 = 0; - __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_22 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_23, NULL); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_22); __Pyx_DECREF(__pyx_t_23); __pyx_t_23 = 0; __Pyx_DECREF(__pyx_t_22); __pyx_t_22 = 0; - /* "polylearn/cd_lifted_fast.pyx":180 + /* "polylearn/cd_lifted_fast.pyx":176 * y_pred[i] -= data[ii] * xi[i] * update * * if verbose: # <<<<<<<<<<<<<< @@ -2869,7 +2831,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED */ } - /* "polylearn/cd_lifted_fast.pyx":183 + /* "polylearn/cd_lifted_fast.pyx":179 * print("Iteration", it + 1, "violation sum", sum_viol) * * if sum_viol < tol: # <<<<<<<<<<<<<< @@ -2879,7 +2841,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_lifted_fast_2_cd_lifted(CYTHON_UNUSED __pyx_t_20 = ((__pyx_v_sum_viol < __pyx_v_tol) != 0); 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if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -15462,17 +15424,17 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GOTREF(__pyx_tuple__13); __Pyx_GIVEREF(__pyx_tuple__13); - /* "polylearn/cd_lifted_fast.pyx":116 + /* "polylearn/cd_lifted_fast.pyx":112 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, * double[:] y, */ - __pyx_tuple__14 = PyTuple_Pack(28, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_tuple__14 = PyTuple_Pack(28, __pyx_n_s_U, __pyx_n_s_X, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_beta, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_n_features, __pyx_n_s_degree, __pyx_n_s_n_components, __pyx_n_s_t, __pyx_n_s_s, __pyx_n_s_j, __pyx_n_s_it, __pyx_n_s_sum_viol, __pyx_n_s_converged, __pyx_n_s_inv_step_size, __pyx_n_s_update, __pyx_n_s_u_old, __pyx_n_s_xi, __pyx_n_s_data, __pyx_n_s_indices, __pyx_n_s_n_nz, __pyx_n_s_ii, __pyx_n_s_i); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_tuple__14); __Pyx_GIVEREF(__pyx_tuple__14); - __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(9, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 116, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(9, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_lifted, 112, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -15687,16 +15649,16 @@ PyMODINIT_FUNC PyInit_cd_lifted_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_lifted_fast.pyx":116 + /* "polylearn/cd_lifted_fast.pyx":112 * * * def _cd_lifted(double[:, :, ::1] U, # <<<<<<<<<<<<<< * ColumnDataset X, * double[:] y, */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_lifted_fast_3_cd_lifted, NULL, __pyx_n_s_polylearn_cd_lifted_fast); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_lifted, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "polylearn/cd_lifted_fast.pyx":1 diff --git a/polylearn/cd_lifted_fast.pyx b/polylearn/cd_lifted_fast.pyx index c49d8f4..f17e4b8 100644 --- a/polylearn/cd_lifted_fast.pyx +++ b/polylearn/cd_lifted_fast.pyx @@ -15,10 +15,6 @@ from lightning.impl.dataset_fast cimport ColumnDataset from .loss_fast cimport LossFunction -cdef inline double _sq(double x): - return x * x - - cpdef void _fast_lifted_predict(double[:, :, ::1] U, ColumnDataset X, double[:] out): @@ -159,7 +155,7 @@ def _cd_lifted(double[:, :, ::1] U, for ii in range(n_nz): i = indices[ii] - inv_step_size += _sq(xi[i]) * _sq(data[ii]) + inv_step_size += xi[i] ** 2 * data[ii] ** 2 update += xi[i] * data[ii] * loss.dloss(y_pred[i], y[i]) From 4357cd1ddc807b053e379ef4509f8509bce1217a Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 1 Aug 2016 17:21:04 -0400 Subject: [PATCH 18/19] remove test debugging code and comments --- appveyor.yml | 4 ---- polylearn/tests/test_factorization_machine.py | 13 ++----------- 2 files changed, 2 insertions(+), 15 deletions(-) diff --git a/appveyor.yml b/appveyor.yml index 202b9e5..dba53a8 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -8,8 +8,6 @@ environment: CMD_IN_ENV: "cmd /E:ON /V:ON /C .\\ci_scripts\\appveyor\\run_with_env.cmd" matrix: -## tests fail under 32bit & py2.7.8. Disabling for now. -## See GH issue #1 - PYTHON: "C:\\Python27" PYTHON_VERSION: "2.7.8" PYTHON_ARCH: "32" @@ -30,8 +28,6 @@ environment: PYTHON_ARCH: "64" MINICONDA: "C:\\Miniconda35-x64" - - install: # Miniconda is pre-installed in the worker build - "SET PATH=%MINICONDA%;%MINICONDA%\\Scripts;%PATH%" diff --git a/polylearn/tests/test_factorization_machine.py b/polylearn/tests/test_factorization_machine.py index 0dadc9b..a1dc10a 100644 --- a/polylearn/tests/test_factorization_machine.py +++ b/polylearn/tests/test_factorization_machine.py @@ -2,10 +2,8 @@ # License: Simplified BSD import warnings -import ctypes from nose.tools import assert_less_equal, assert_equal -from nose import SkipTest import numpy as np from numpy.testing import assert_array_almost_equal @@ -219,18 +217,12 @@ def test_random_starts(): def check_same_as_slow(degree): - - # XXX: test fails under windows 32bit, presumably numerical issues. - # if ctypes.sizeof(ctypes.c_voidp) < 8: - # raise SkipTest("Numerical inconsistencies on Win32") - y = _poly_predict(X, P, lams, kernel="anova", degree=degree) reg = FactorizationMachineRegressor(degree=degree, n_components=5, fit_lower=None, fit_linear=False, beta=1, warm_start=False, tol=1e-3, - max_iter=5, random_state=0, - verbose=True) + max_iter=5, random_state=0) with warnings.catch_warnings(): warnings.simplefilter('ignore') @@ -238,8 +230,7 @@ def check_same_as_slow(degree): P_fit_slow = cd_direct_slow(X, y, lams=reg.lams_, degree=degree, n_components=5, beta=1, n_iter=5, - tol=1e-3, random_state=0, - verbose=True) + tol=1e-3, random_state=0) assert_array_almost_equal(reg.P_[0, :, :], P_fit_slow, decimal=4) From ecb6a8008f17ff5a40825d8857b6619fdb4d576e Mon Sep 17 00:00:00 2001 From: Vlad Niculae Date: Mon, 1 Aug 2016 17:23:35 -0400 Subject: [PATCH 19/19] Fully remove dead code _sq --- polylearn/cd_direct_fast.cpp | 325 ++++++++++++++++------------------- polylearn/cd_direct_fast.pyx | 4 - 2 files changed, 144 insertions(+), 185 deletions(-) diff --git a/polylearn/cd_direct_fast.cpp b/polylearn/cd_direct_fast.cpp index 6598b5c..d5cc662 100644 --- a/polylearn/cd_direct_fast.cpp +++ b/polylearn/cd_direct_fast.cpp @@ -1629,43 +1629,6 @@ static PyObject *__pyx_tuple__20; static PyObject *__pyx_codeobj__15; /* "polylearn/cd_direct_fast.pyx":19 - * - * - * cdef inline double _sq(double x): # <<<<<<<<<<<<<< - * return x * x - * - */ - -static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__sq(double __pyx_v_x) { - double __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("_sq", 0); - - /* "polylearn/cd_direct_fast.pyx":20 - * - * cdef inline double _sq(double x): - * return x * x # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = (__pyx_v_x * __pyx_v_x); - goto __pyx_L0; - - /* "polylearn/cd_direct_fast.pyx":19 - * - * - * cdef inline double _sq(double x): # <<<<<<<<<<<<<< - * return x * x - * - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "polylearn/cd_direct_fast.pyx":23 * * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< @@ -1693,7 +1656,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li Py_ssize_t __pyx_t_8; __Pyx_RefNannySetupContext("_precompute", 0); - /* "polylearn/cd_direct_fast.pyx":30 + /* "polylearn/cd_direct_fast.pyx":26 * unsigned int degree): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -1702,7 +1665,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_direct_fast.pyx":31 + /* "polylearn/cd_direct_fast.pyx":27 * * cdef Py_ssize_t n_samples = X.get_n_samples() * cdef Py_ssize_t n_features = P.shape[2] # <<<<<<<<<<<<<< @@ -1711,7 +1674,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":40 + /* "polylearn/cd_direct_fast.pyx":36 * cdef Py_ssize_t i, j, ii * * for i in range(n_samples): # <<<<<<<<<<<<<< @@ -1722,7 +1685,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_i = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":41 + /* "polylearn/cd_direct_fast.pyx":37 * * for i in range(n_samples): * out[i] = 0 # <<<<<<<<<<<<<< @@ -1732,7 +1695,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li (__pyx_v_out[__pyx_v_i]) = 0.0; } - /* "polylearn/cd_direct_fast.pyx":43 + /* "polylearn/cd_direct_fast.pyx":39 * out[i] = 0 * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -1743,7 +1706,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_j = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":44 + /* "polylearn/cd_direct_fast.pyx":40 * * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -1752,7 +1715,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":45 + /* "polylearn/cd_direct_fast.pyx":41 * for j in range(n_features): * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -1763,7 +1726,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_ii = __pyx_t_4; - /* "polylearn/cd_direct_fast.pyx":46 + /* "polylearn/cd_direct_fast.pyx":42 * X.get_column_ptr(j, &indices, &data, &n_nz) * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -1772,7 +1735,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":47 + /* "polylearn/cd_direct_fast.pyx":43 * for ii in range(n_nz): * i = indices[ii] * out[i] += (data[ii] * P[order, s, j]) ** degree # <<<<<<<<<<<<<< @@ -1787,7 +1750,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li } } - /* "polylearn/cd_direct_fast.pyx":23 + /* "polylearn/cd_direct_fast.pyx":19 * * * cdef void _precompute(ColumnDataset X, # <<<<<<<<<<<<<< @@ -1799,7 +1762,7 @@ static void __pyx_f_9polylearn_14cd_direct_fast__precompute(struct __pyx_obj_9li __Pyx_RefNannyFinishContext(); } -/* "polylearn/cd_direct_fast.pyx":50 +/* "polylearn/cd_direct_fast.pyx":46 * * * cdef inline double _update(int* indices, # <<<<<<<<<<<<<< @@ -1822,7 +1785,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p Py_ssize_t __pyx_t_4; __Pyx_RefNannySetupContext("_update", 0); - /* "polylearn/cd_direct_fast.pyx":63 + /* "polylearn/cd_direct_fast.pyx":59 * double beta): * * cdef double l1_reg = 2 * beta * fabs(lam) # <<<<<<<<<<<<<< @@ -1831,7 +1794,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_l1_reg = ((2.0 * __pyx_v_beta) * fabs(__pyx_v_lam)); - /* "polylearn/cd_direct_fast.pyx":67 + /* "polylearn/cd_direct_fast.pyx":63 * cdef Py_ssize_t i, ii * * cdef double inv_step_size = 0 # <<<<<<<<<<<<<< @@ -1840,7 +1803,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_inv_step_size = 0.0; - /* "polylearn/cd_direct_fast.pyx":70 + /* "polylearn/cd_direct_fast.pyx":66 * * cdef double grad_y * cdef double update = 0 # <<<<<<<<<<<<<< @@ -1849,7 +1812,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_update = 0.0; - /* "polylearn/cd_direct_fast.pyx":72 + /* "polylearn/cd_direct_fast.pyx":68 * cdef double update = 0 * * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -1860,7 +1823,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_ii = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":73 + /* "polylearn/cd_direct_fast.pyx":69 * * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -1869,7 +1832,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":75 + /* "polylearn/cd_direct_fast.pyx":71 * i = indices[ii] * * if degree == 2: # <<<<<<<<<<<<<< @@ -1879,7 +1842,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p switch (__pyx_v_degree) { case 2: - /* "polylearn/cd_direct_fast.pyx":76 + /* "polylearn/cd_direct_fast.pyx":72 * * if degree == 2: * grad_y = d1[i] - p_js * data[ii] # <<<<<<<<<<<<<< @@ -1888,7 +1851,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_grad_y = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_js * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":75 + /* "polylearn/cd_direct_fast.pyx":71 * i = indices[ii] * * if degree == 2: # <<<<<<<<<<<<<< @@ -1897,7 +1860,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ break; - /* "polylearn/cd_direct_fast.pyx":77 + /* "polylearn/cd_direct_fast.pyx":73 * if degree == 2: * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: # <<<<<<<<<<<<<< @@ -1906,7 +1869,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ case 3: - /* "polylearn/cd_direct_fast.pyx":78 + /* "polylearn/cd_direct_fast.pyx":74 * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) # <<<<<<<<<<<<<< @@ -1915,7 +1878,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_grad_y = (0.5 * (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":79 + /* "polylearn/cd_direct_fast.pyx":75 * elif degree == 3: * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) * grad_y -= p_js * data[ii] * d1[i] # <<<<<<<<<<<<<< @@ -1924,7 +1887,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_grad_y = (__pyx_v_grad_y - ((__pyx_v_p_js * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":80 + /* "polylearn/cd_direct_fast.pyx":76 * grad_y = 0.5 * (d1[i] ** 2 - d2[i]) * grad_y -= p_js * data[ii] * d1[i] * grad_y += p_js * p_js * (data[ii] ** 2) # <<<<<<<<<<<<<< @@ -1933,7 +1896,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_grad_y = (__pyx_v_grad_y + ((__pyx_v_p_js * __pyx_v_p_js) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_direct_fast.pyx":77 + /* "polylearn/cd_direct_fast.pyx":73 * if degree == 2: * grad_y = d1[i] - p_js * data[ii] * elif degree == 3: # <<<<<<<<<<<<<< @@ -1944,7 +1907,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p default: break; } - /* "polylearn/cd_direct_fast.pyx":82 + /* "polylearn/cd_direct_fast.pyx":78 * grad_y += p_js * p_js * (data[ii] ** 2) * * grad_y *= lam * data[ii] # <<<<<<<<<<<<<< @@ -1953,7 +1916,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_grad_y = (__pyx_v_grad_y * (__pyx_v_lam * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":84 + /* "polylearn/cd_direct_fast.pyx":80 * grad_y *= lam * data[ii] * * update += loss.dloss(y_pred[i], y[i]) * grad_y # <<<<<<<<<<<<<< @@ -1964,7 +1927,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p __pyx_t_4 = __pyx_v_i; __pyx_v_update = (__pyx_v_update + (((struct __pyx_vtabstruct_9polylearn_9loss_fast_LossFunction *)__pyx_v_loss->__pyx_vtab)->dloss(__pyx_v_loss, (*((double *) ( /* dim=0 */ (__pyx_v_y_pred.data + __pyx_t_3 * __pyx_v_y_pred.strides[0]) ))), (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_4 * __pyx_v_y.strides[0]) )))) * __pyx_v_grad_y)); - /* "polylearn/cd_direct_fast.pyx":85 + /* "polylearn/cd_direct_fast.pyx":81 * * update += loss.dloss(y_pred[i], y[i]) * grad_y * inv_step_size += grad_y ** 2 # <<<<<<<<<<<<<< @@ -1974,7 +1937,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p __pyx_v_inv_step_size = (__pyx_v_inv_step_size + pow(__pyx_v_grad_y, 2.0)); } - /* "polylearn/cd_direct_fast.pyx":87 + /* "polylearn/cd_direct_fast.pyx":83 * inv_step_size += grad_y ** 2 * * inv_step_size *= loss.mu # <<<<<<<<<<<<<< @@ -1983,7 +1946,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size * __pyx_v_loss->mu); - /* "polylearn/cd_direct_fast.pyx":88 + /* "polylearn/cd_direct_fast.pyx":84 * * inv_step_size *= loss.mu * inv_step_size += l1_reg # <<<<<<<<<<<<<< @@ -1992,7 +1955,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_inv_step_size = (__pyx_v_inv_step_size + __pyx_v_l1_reg); - /* "polylearn/cd_direct_fast.pyx":90 + /* "polylearn/cd_direct_fast.pyx":86 * inv_step_size += l1_reg * * update += l1_reg * p_js # <<<<<<<<<<<<<< @@ -2001,7 +1964,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_update = (__pyx_v_update + (__pyx_v_l1_reg * __pyx_v_p_js)); - /* "polylearn/cd_direct_fast.pyx":91 + /* "polylearn/cd_direct_fast.pyx":87 * * update += l1_reg * p_js * update /= inv_step_size # <<<<<<<<<<<<<< @@ -2010,7 +1973,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p */ __pyx_v_update = (__pyx_v_update / __pyx_v_inv_step_size); - /* "polylearn/cd_direct_fast.pyx":93 + /* "polylearn/cd_direct_fast.pyx":89 * update /= inv_step_size * * return update # <<<<<<<<<<<<<< @@ -2020,7 +1983,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p __pyx_r = __pyx_v_update; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":50 + /* "polylearn/cd_direct_fast.pyx":46 * * * cdef inline double _update(int* indices, # <<<<<<<<<<<<<< @@ -2034,7 +1997,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__update(int *__p return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":96 +/* "polylearn/cd_direct_fast.pyx":92 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2080,7 +2043,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch Py_ssize_t __pyx_t_20; __Pyx_RefNannySetupContext("_cd_direct_epoch", 0); - /* "polylearn/cd_direct_fast.pyx":110 + /* "polylearn/cd_direct_fast.pyx":106 * cdef Py_ssize_t s, j * cdef double p_old, update, offset * cdef double sum_viol = 0 # <<<<<<<<<<<<<< @@ -2089,7 +2052,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":111 + /* "polylearn/cd_direct_fast.pyx":107 * cdef double p_old, update, offset * cdef double sum_viol = 0 * cdef Py_ssize_t n_components = P.shape[1] # <<<<<<<<<<<<<< @@ -2098,7 +2061,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_components = (__pyx_v_P.shape[1]); - /* "polylearn/cd_direct_fast.pyx":112 + /* "polylearn/cd_direct_fast.pyx":108 * cdef double sum_viol = 0 * cdef Py_ssize_t n_components = P.shape[1] * cdef Py_ssize_t n_features = P.shape[2] # <<<<<<<<<<<<<< @@ -2107,7 +2070,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_n_features = (__pyx_v_P.shape[2]); - /* "polylearn/cd_direct_fast.pyx":119 + /* "polylearn/cd_direct_fast.pyx":115 * cdef int n_nz * * for s in range(n_components): # <<<<<<<<<<<<<< @@ -2118,7 +2081,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) { __pyx_v_s = __pyx_t_2; - /* "polylearn/cd_direct_fast.pyx":122 + /* "polylearn/cd_direct_fast.pyx":118 * * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) # <<<<<<<<<<<<<< @@ -2127,7 +2090,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d1, __pyx_v_s, 1); - /* "polylearn/cd_direct_fast.pyx":123 + /* "polylearn/cd_direct_fast.pyx":119 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2137,7 +2100,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":124 + /* "polylearn/cd_direct_fast.pyx":120 * _precompute(X, P, order, d1, s, 1) * if degree == 3: * _precompute(X, P, order, d2, s, 2) # <<<<<<<<<<<<<< @@ -2146,7 +2109,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_f_9polylearn_14cd_direct_fast__precompute(__pyx_v_X, __pyx_v_P, __pyx_v_order, __pyx_v_d2, __pyx_v_s, 2); - /* "polylearn/cd_direct_fast.pyx":123 + /* "polylearn/cd_direct_fast.pyx":119 * # initialize the cached ds for this s * _precompute(X, P, order, d1, s, 1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2155,7 +2118,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ } - /* "polylearn/cd_direct_fast.pyx":126 + /* "polylearn/cd_direct_fast.pyx":122 * _precompute(X, P, order, d2, s, 2) * * for j in range(n_features): # <<<<<<<<<<<<<< @@ -2166,7 +2129,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_j = __pyx_t_5; - /* "polylearn/cd_direct_fast.pyx":128 + /* "polylearn/cd_direct_fast.pyx":124 * for j in range(n_features): * * X.get_column_ptr(j, &indices, &data, &n_nz) # <<<<<<<<<<<<<< @@ -2175,7 +2138,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->get_column_ptr(__pyx_v_X, __pyx_v_j, (&__pyx_v_indices), (&__pyx_v_data), (&__pyx_v_n_nz)); - /* "polylearn/cd_direct_fast.pyx":131 + /* "polylearn/cd_direct_fast.pyx":127 * * # compute coordinate update * p_old = P[order, s, j] # <<<<<<<<<<<<<< @@ -2187,7 +2150,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_8 = __pyx_v_j; __pyx_v_p_old = (*((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_6 * __pyx_v_P.strides[0]) ) + __pyx_t_7 * __pyx_v_P.strides[1]) )) + __pyx_t_8)) ))); - /* "polylearn/cd_direct_fast.pyx":133 + /* "polylearn/cd_direct_fast.pyx":129 * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) # <<<<<<<<<<<<<< @@ -2196,7 +2159,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_t_9 = __pyx_v_s; - /* "polylearn/cd_direct_fast.pyx":132 + /* "polylearn/cd_direct_fast.pyx":128 * # compute coordinate update * p_old = P[order, s, j] * update = _update(indices, data, n_nz, p_old, y, y_pred, # <<<<<<<<<<<<<< @@ -2205,7 +2168,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_update = __pyx_f_9polylearn_14cd_direct_fast__update(__pyx_v_indices, __pyx_v_data, __pyx_v_n_nz, __pyx_v_p_old, __pyx_v_y, __pyx_v_y_pred, __pyx_v_loss, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, (*((double *) ( /* dim=0 */ (__pyx_v_lams.data + __pyx_t_9 * __pyx_v_lams.strides[0]) ))), __pyx_v_beta); - /* "polylearn/cd_direct_fast.pyx":134 + /* "polylearn/cd_direct_fast.pyx":130 * update = _update(indices, data, n_nz, p_old, y, y_pred, * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update # <<<<<<<<<<<<<< @@ -2217,7 +2180,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_12 = __pyx_v_j; *((double *) ( /* dim=2 */ ((char *) (((double *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_P.data + __pyx_t_10 * __pyx_v_P.strides[0]) ) + __pyx_t_11 * __pyx_v_P.strides[1]) )) + __pyx_t_12)) )) -= __pyx_v_update; - /* "polylearn/cd_direct_fast.pyx":135 + /* "polylearn/cd_direct_fast.pyx":131 * loss, d1, d2, degree, lams[s], beta) * P[order, s, j] -= update * sum_viol += fabs(update) # <<<<<<<<<<<<<< @@ -2226,7 +2189,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_sum_viol = (__pyx_v_sum_viol + fabs(__pyx_v_update)); - /* "polylearn/cd_direct_fast.pyx":138 + /* "polylearn/cd_direct_fast.pyx":134 * * # Synchronize predictions and ds * for ii in range(n_nz): # <<<<<<<<<<<<<< @@ -2237,7 +2200,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) { __pyx_v_ii = __pyx_t_14; - /* "polylearn/cd_direct_fast.pyx":139 + /* "polylearn/cd_direct_fast.pyx":135 * # Synchronize predictions and ds * for ii in range(n_nz): * i = indices[ii] # <<<<<<<<<<<<<< @@ -2246,7 +2209,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_i = (__pyx_v_indices[__pyx_v_ii]); - /* "polylearn/cd_direct_fast.pyx":140 + /* "polylearn/cd_direct_fast.pyx":136 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2256,7 +2219,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_3 = ((__pyx_v_degree == 2) != 0); if (__pyx_t_3) { - /* "polylearn/cd_direct_fast.pyx":141 + /* "polylearn/cd_direct_fast.pyx":137 * i = indices[ii] * if degree == 2: * offset = d1[i] - p_old * data[ii] # <<<<<<<<<<<<<< @@ -2265,7 +2228,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = ((__pyx_v_d1[__pyx_v_i]) - (__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":140 + /* "polylearn/cd_direct_fast.pyx":136 * for ii in range(n_nz): * i = indices[ii] * if degree == 2: # <<<<<<<<<<<<<< @@ -2275,7 +2238,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch goto __pyx_L10; } - /* "polylearn/cd_direct_fast.pyx":143 + /* "polylearn/cd_direct_fast.pyx":139 * offset = d1[i] - p_old * data[ii] * else: * offset = d1[i] ** 2 - d2[i] # <<<<<<<<<<<<<< @@ -2285,7 +2248,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch /*else*/ { __pyx_v_offset = (pow((__pyx_v_d1[__pyx_v_i]), 2.0) - (__pyx_v_d2[__pyx_v_i])); - /* "polylearn/cd_direct_fast.pyx":144 + /* "polylearn/cd_direct_fast.pyx":140 * else: * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 # <<<<<<<<<<<<<< @@ -2294,7 +2257,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset * 0.5); - /* "polylearn/cd_direct_fast.pyx":145 + /* "polylearn/cd_direct_fast.pyx":141 * offset = d1[i] ** 2 - d2[i] * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] # <<<<<<<<<<<<<< @@ -2303,7 +2266,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset - ((__pyx_v_p_old * (__pyx_v_data[__pyx_v_ii])) * (__pyx_v_d1[__pyx_v_i]))); - /* "polylearn/cd_direct_fast.pyx":146 + /* "polylearn/cd_direct_fast.pyx":142 * offset *= 0.5 * offset -= p_old * data[ii] * d1[i] * offset += p_old ** 2 * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2312,7 +2275,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch */ __pyx_v_offset = (__pyx_v_offset + (pow(__pyx_v_p_old, 2.0) * pow((__pyx_v_data[__pyx_v_ii]), 2.0))); - /* "polylearn/cd_direct_fast.pyx":148 + /* "polylearn/cd_direct_fast.pyx":144 * offset += p_old ** 2 * data[ii] ** 2 * * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 # <<<<<<<<<<<<<< @@ -2327,7 +2290,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } __pyx_L10:; - /* "polylearn/cd_direct_fast.pyx":150 + /* "polylearn/cd_direct_fast.pyx":146 * d2[i] -= (p_old ** 2 - P[order, s, j] ** 2) * data[ii] ** 2 * * d1[i] -= update * data[ii] # <<<<<<<<<<<<<< @@ -2337,7 +2300,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_t_15 = __pyx_v_i; (__pyx_v_d1[__pyx_t_15]) = ((__pyx_v_d1[__pyx_t_15]) - (__pyx_v_update * (__pyx_v_data[__pyx_v_ii]))); - /* "polylearn/cd_direct_fast.pyx":151 + /* "polylearn/cd_direct_fast.pyx":147 * * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] # <<<<<<<<<<<<<< @@ -2351,7 +2314,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch } } - /* "polylearn/cd_direct_fast.pyx":152 + /* "polylearn/cd_direct_fast.pyx":148 * d1[i] -= update * data[ii] * y_pred[i] -= offset * lams[s] * update * data[ii] * return sum_viol # <<<<<<<<<<<<<< @@ -2361,7 +2324,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch __pyx_r = __pyx_v_sum_viol; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":96 + /* "polylearn/cd_direct_fast.pyx":92 * * * cdef inline double _cd_direct_epoch(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2375,7 +2338,7 @@ static CYTHON_INLINE double __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch return __pyx_r; } -/* "polylearn/cd_direct_fast.pyx":155 +/* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -2443,81 +2406,81 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ case 1: if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_X)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_col_norm_sq)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 5: if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_y_pred)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 6: if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lams)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 7: if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_degree)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 8: if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 9: if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beta)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 10: if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_linear)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 11: if (likely((values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fit_lower)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 12: if (likely((values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loss)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 13: if (likely((values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_iter)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 14: if (likely((values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tol)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 15: if (likely((values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_verbose)) != 0)) kw_args--; else { - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_cd_direct_ho") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else if (PyTuple_GET_SIZE(__pyx_args) != 16) { goto __pyx_L5_argtuple_error; @@ -2539,33 +2502,33 @@ static PyObject *__pyx_pw_9polylearn_14cd_direct_fast_1_cd_direct_ho(PyObject *_ values[14] = PyTuple_GET_ITEM(__pyx_args, 14); values[15] = PyTuple_GET_ITEM(__pyx_args, 15); } - __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_P = __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(values[0]); if (unlikely(!__pyx_v_P.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_w = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[1]); if (unlikely(!__pyx_v_w.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_X = ((struct __pyx_obj_9lightning_4impl_12dataset_fast_ColumnDataset *)values[2]); - __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_col_norm_sq = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[3]); if (unlikely(!__pyx_v_col_norm_sq.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[4]); if (unlikely(!__pyx_v_y.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_y_pred = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[5]); if (unlikely(!__pyx_v_y_pred.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_lams = __Pyx_PyObject_to_MemoryviewSlice_ds_double(values[6]); if (unlikely(!__pyx_v_lams.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_degree = __Pyx_PyInt_As_unsigned_int(values[7]); if (unlikely((__pyx_v_degree == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_alpha = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_alpha == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_beta = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_beta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_linear = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_fit_linear == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_fit_lower = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_fit_lower == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_loss = ((struct __pyx_obj_9polylearn_9loss_fast_LossFunction *)values[12]); - __pyx_v_max_iter = __Pyx_PyInt_As_unsigned_int(values[13]); if (unlikely((__pyx_v_max_iter == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_max_iter = __Pyx_PyInt_As_unsigned_int(values[13]); if (unlikely((__pyx_v_max_iter == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_tol = __pyx_PyFloat_AsDouble(values[14]); if (unlikely((__pyx_v_tol == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_verbose = __Pyx_PyInt_As_int(values[15]); if (unlikely((__pyx_v_verbose == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __Pyx_RaiseArgtupleInvalid("_cd_direct_ho", 1, 16, 16, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("polylearn.cd_direct_fast._cd_direct_ho", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_X), __pyx_ptype_9lightning_4impl_12dataset_fast_ColumnDataset, 1, "X", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_loss), __pyx_ptype_9polylearn_9loss_fast_LossFunction, 1, "loss", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_r = __pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(__pyx_self, __pyx_v_P, __pyx_v_w, __pyx_v_X, __pyx_v_col_norm_sq, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_degree, __pyx_v_alpha, __pyx_v_beta, __pyx_v_fit_linear, __pyx_v_fit_lower, __pyx_v_loss, __pyx_v_max_iter, __pyx_v_tol, __pyx_v_verbose); /* function exit code */ @@ -2598,7 +2561,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE int __pyx_clineno = 0; __Pyx_RefNannySetupContext("_cd_direct_ho", 0); - /* "polylearn/cd_direct_fast.pyx":172 + /* "polylearn/cd_direct_fast.pyx":168 * int verbose): * * cdef Py_ssize_t n_samples = X.get_n_samples() # <<<<<<<<<<<<<< @@ -2607,7 +2570,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_n_samples = ((struct __pyx_vtabstruct_9lightning_4impl_12dataset_fast_ColumnDataset *)__pyx_v_X->__pyx_base.__pyx_vtab)->__pyx_base.get_n_samples(((struct __pyx_obj_9lightning_4impl_12dataset_fast_Dataset *)__pyx_v_X), 0); - /* "polylearn/cd_direct_fast.pyx":176 + /* "polylearn/cd_direct_fast.pyx":172 * * cdef double viol * cdef bint converged = False # <<<<<<<<<<<<<< @@ -2616,7 +2579,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_converged = 0; - /* "polylearn/cd_direct_fast.pyx":179 + /* "polylearn/cd_direct_fast.pyx":175 * * # precomputed values * cdef double *d1 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2625,7 +2588,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d1 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":181 + /* "polylearn/cd_direct_fast.pyx":177 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -2635,7 +2598,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":182 + /* "polylearn/cd_direct_fast.pyx":178 * cdef double *d2 * if degree == 3: * d2 = malloc(n_samples * sizeof(double)) # <<<<<<<<<<<<<< @@ -2644,7 +2607,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_d2 = ((double *)malloc((__pyx_v_n_samples * (sizeof(double))))); - /* "polylearn/cd_direct_fast.pyx":181 + /* "polylearn/cd_direct_fast.pyx":177 * cdef double *d1 = malloc(n_samples * sizeof(double)) * cdef double *d2 * if degree == 3: # <<<<<<<<<<<<<< @@ -2653,7 +2616,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":184 + /* "polylearn/cd_direct_fast.pyx":180 * d2 = malloc(n_samples * sizeof(double)) * * for it in range(max_iter): # <<<<<<<<<<<<<< @@ -2664,7 +2627,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_it = __pyx_t_3; - /* "polylearn/cd_direct_fast.pyx":185 + /* "polylearn/cd_direct_fast.pyx":181 * * for it in range(max_iter): * viol = 0 # <<<<<<<<<<<<<< @@ -2673,7 +2636,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = 0.0; - /* "polylearn/cd_direct_fast.pyx":187 + /* "polylearn/cd_direct_fast.pyx":183 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -2683,7 +2646,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = (__pyx_v_fit_linear != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":188 + /* "polylearn/cd_direct_fast.pyx":184 * * if fit_linear: * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) # <<<<<<<<<<<<<< @@ -2692,7 +2655,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = (__pyx_v_viol + __pyx_f_9polylearn_14cd_linear_fast__cd_linear_epoch(__pyx_v_w, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_col_norm_sq, __pyx_v_alpha, __pyx_v_loss, 0)); - /* "polylearn/cd_direct_fast.pyx":187 + /* "polylearn/cd_direct_fast.pyx":183 * viol = 0 * * if fit_linear: # <<<<<<<<<<<<<< @@ -2701,7 +2664,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":190 + /* "polylearn/cd_direct_fast.pyx":186 * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) * * if fit_lower and degree == 3: # fit degree 2. Will be looped later. # <<<<<<<<<<<<<< @@ -2719,7 +2682,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_L8_bool_binop_done:; if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":191 + /* "polylearn/cd_direct_fast.pyx":187 * * if fit_lower and degree == 3: # fit degree 2. Will be looped later. * viol += _cd_direct_epoch(P, 1, X, y, y_pred, lams, d1, d2, # <<<<<<<<<<<<<< @@ -2728,7 +2691,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = (__pyx_v_viol + __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__pyx_v_P, 1, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_d1, __pyx_v_d2, 2, __pyx_v_beta, __pyx_v_loss)); - /* "polylearn/cd_direct_fast.pyx":190 + /* "polylearn/cd_direct_fast.pyx":186 * viol += _cd_linear_epoch(w, X, y, y_pred, col_norm_sq, alpha, loss) * * if fit_lower and degree == 3: # fit degree 2. Will be looped later. # <<<<<<<<<<<<<< @@ -2737,7 +2700,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":194 + /* "polylearn/cd_direct_fast.pyx":190 * 2, beta, loss) * * viol += _cd_direct_epoch(P, 0, X, y, y_pred, lams, d1, d2, # <<<<<<<<<<<<<< @@ -2746,7 +2709,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_viol = (__pyx_v_viol + __pyx_f_9polylearn_14cd_direct_fast__cd_direct_epoch(__pyx_v_P, 0, __pyx_v_X, __pyx_v_y, __pyx_v_y_pred, __pyx_v_lams, __pyx_v_d1, __pyx_v_d2, __pyx_v_degree, __pyx_v_beta, __pyx_v_loss)); - /* "polylearn/cd_direct_fast.pyx":197 + /* "polylearn/cd_direct_fast.pyx":193 * degree, beta, loss) * * if verbose: # <<<<<<<<<<<<<< @@ -2756,18 +2719,18 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = (__pyx_v_verbose != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":198 + /* "polylearn/cd_direct_fast.pyx":194 * * if verbose: * print("Iteration", it + 1, "violation sum", viol) # <<<<<<<<<<<<<< * * if viol < tol: */ - __pyx_t_5 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyFloat_FromDouble(__pyx_v_viol); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyFloat_FromDouble(__pyx_v_viol); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_7 = PyTuple_New(4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_INCREF(__pyx_n_u_Iteration); __Pyx_GIVEREF(__pyx_n_u_Iteration); @@ -2781,12 +2744,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE PyTuple_SET_ITEM(__pyx_t_7, 3, __pyx_t_6); __pyx_t_5 = 0; __pyx_t_6 = 0; - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - /* "polylearn/cd_direct_fast.pyx":197 + /* "polylearn/cd_direct_fast.pyx":193 * degree, beta, loss) * * if verbose: # <<<<<<<<<<<<<< @@ -2795,7 +2758,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":200 + /* "polylearn/cd_direct_fast.pyx":196 * print("Iteration", it + 1, "violation sum", viol) * * if viol < tol: # <<<<<<<<<<<<<< @@ -2805,7 +2768,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_viol < __pyx_v_tol) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":201 + /* "polylearn/cd_direct_fast.pyx":197 * * if viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -2815,16 +2778,16 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = (__pyx_v_verbose != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":202 + /* "polylearn/cd_direct_fast.pyx":198 * if viol < tol: * if verbose: * print("Converged at iteration", it + 1) # <<<<<<<<<<<<<< * converged = True * break */ - __pyx_t_6 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyInt_From_long((__pyx_v_it + 1)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); __Pyx_INCREF(__pyx_kp_u_Converged_at_iteration); __Pyx_GIVEREF(__pyx_kp_u_Converged_at_iteration); @@ -2832,12 +2795,12 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6); __pyx_t_6 = 0; - __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - /* "polylearn/cd_direct_fast.pyx":201 + /* "polylearn/cd_direct_fast.pyx":197 * * if viol < tol: * if verbose: # <<<<<<<<<<<<<< @@ -2846,7 +2809,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":203 + /* "polylearn/cd_direct_fast.pyx":199 * if verbose: * print("Converged at iteration", it + 1) * converged = True # <<<<<<<<<<<<<< @@ -2855,7 +2818,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ __pyx_v_converged = 1; - /* "polylearn/cd_direct_fast.pyx":204 + /* "polylearn/cd_direct_fast.pyx":200 * print("Converged at iteration", it + 1) * converged = True * break # <<<<<<<<<<<<<< @@ -2864,7 +2827,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ goto __pyx_L5_break; - /* "polylearn/cd_direct_fast.pyx":200 + /* "polylearn/cd_direct_fast.pyx":196 * print("Iteration", it + 1, "violation sum", viol) * * if viol < tol: # <<<<<<<<<<<<<< @@ -2875,7 +2838,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE } __pyx_L5_break:; - /* "polylearn/cd_direct_fast.pyx":207 + /* "polylearn/cd_direct_fast.pyx":203 * * # Free up cache * free(d1) # <<<<<<<<<<<<<< @@ -2884,7 +2847,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ free(__pyx_v_d1); - /* "polylearn/cd_direct_fast.pyx":208 + /* "polylearn/cd_direct_fast.pyx":204 * # Free up cache * free(d1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2894,7 +2857,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE __pyx_t_1 = ((__pyx_v_degree == 3) != 0); if (__pyx_t_1) { - /* "polylearn/cd_direct_fast.pyx":209 + /* "polylearn/cd_direct_fast.pyx":205 * free(d1) * if degree == 3: * free(d2) # <<<<<<<<<<<<<< @@ -2903,7 +2866,7 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ free(__pyx_v_d2); - /* "polylearn/cd_direct_fast.pyx":208 + /* "polylearn/cd_direct_fast.pyx":204 * # Free up cache * free(d1) * if degree == 3: # <<<<<<<<<<<<<< @@ -2912,19 +2875,19 @@ static PyObject *__pyx_pf_9polylearn_14cd_direct_fast__cd_direct_ho(CYTHON_UNUSE */ } - /* "polylearn/cd_direct_fast.pyx":211 + /* "polylearn/cd_direct_fast.pyx":207 * free(d2) * * return converged # <<<<<<<<<<<<<< */ __Pyx_XDECREF(__pyx_r); - __pyx_t_6 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_PyBool_FromLong(__pyx_v_converged); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); __pyx_r = __pyx_t_6; __pyx_t_6 = 0; goto __pyx_L0; - /* "polylearn/cd_direct_fast.pyx":155 + /* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< @@ -15248,8 +15211,8 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { {0, 0, 0, 0, 0, 0, 0} }; static int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -15412,17 +15375,17 @@ static int __Pyx_InitCachedConstants(void) { __Pyx_GOTREF(__pyx_tuple__13); __Pyx_GIVEREF(__pyx_tuple__13); - /* "polylearn/cd_direct_fast.pyx":155 + /* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_tuple__14 = PyTuple_Pack(22, __pyx_n_s_P, __pyx_n_s_w, __pyx_n_s_X, __pyx_n_s_col_norm_sq, __pyx_n_s_y, __pyx_n_s_y_pred, __pyx_n_s_lams, __pyx_n_s_degree, __pyx_n_s_alpha, __pyx_n_s_beta, __pyx_n_s_fit_linear, __pyx_n_s_fit_lower, __pyx_n_s_loss, __pyx_n_s_max_iter, __pyx_n_s_tol, __pyx_n_s_verbose, __pyx_n_s_n_samples, __pyx_n_s_it, __pyx_n_s_viol, __pyx_n_s_converged, __pyx_n_s_d1, __pyx_n_s_d2); 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if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(16, 0, 22, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_vlad_code_polylearn_polyle, __pyx_n_s_cd_direct_ho, 151, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /* "View.MemoryView":278 * return self.name @@ -15641,16 +15604,16 @@ PyMODINIT_FUNC PyInit_cd_direct_fast(void) if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} #endif - /* "polylearn/cd_direct_fast.pyx":155 + /* "polylearn/cd_direct_fast.pyx":151 * * * def _cd_direct_ho(double[:, :, ::1] P, # <<<<<<<<<<<<<< * double[:] w, * ColumnDataset X, */ - __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_9polylearn_14cd_direct_fast_1_cd_direct_ho, NULL, __pyx_n_s_polylearn_cd_direct_fast); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (PyDict_SetItem(__pyx_d, __pyx_n_s_cd_direct_ho, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; /* "polylearn/cd_direct_fast.pyx":1 diff --git a/polylearn/cd_direct_fast.pyx b/polylearn/cd_direct_fast.pyx index 9f84cb9..ffcb527 100644 --- a/polylearn/cd_direct_fast.pyx +++ b/polylearn/cd_direct_fast.pyx @@ -16,10 +16,6 @@ from .loss_fast cimport LossFunction from .cd_linear_fast cimport _cd_linear_epoch -cdef inline double _sq(double x): - return x * x - - cdef void _precompute(ColumnDataset X, double[:, :, ::1] P, Py_ssize_t order,