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Gwenaël Samain
cython
Commits
5f37f843
Commit
5f37f843
authored
Jul 26, 2009
by
Kurt Smith
Committed by
Mark Florisson
Sep 30, 2011
Browse files
Options
Browse Files
Download
Email Patches
Plain Diff
coercion and validation for memoryview wrappers.
parent
307ad639
Changes
5
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Showing
5 changed files
with
269 additions
and
51 deletions
+269
-51
Cython/Compiler/CythonScope.py
Cython/Compiler/CythonScope.py
+132
-15
Cython/Compiler/ExprNodes.py
Cython/Compiler/ExprNodes.py
+17
-11
Cython/Compiler/MemoryView.py
Cython/Compiler/MemoryView.py
+105
-16
Cython/Compiler/PyrexTypes.py
Cython/Compiler/PyrexTypes.py
+3
-0
tests/run/memoryview.pyx
tests/run/memoryview.pyx
+12
-9
No files found.
Cython/Compiler/CythonScope.py
View file @
5f37f843
...
@@ -3,6 +3,7 @@ from PyrexTypes import *
...
@@ -3,6 +3,7 @@ from PyrexTypes import *
from
UtilityCode
import
CythonUtilityCode
from
UtilityCode
import
CythonUtilityCode
from
Errors
import
error
from
Errors
import
error
from
Scanning
import
StringSourceDescriptor
from
Scanning
import
StringSourceDescriptor
import
Options
class
CythonScope
(
ModuleScope
):
class
CythonScope
(
ModuleScope
):
is_cython_builtin
=
1
is_cython_builtin
=
1
...
@@ -239,7 +240,7 @@ memviewext_typeptr_cname = Naming.typeptr_prefix+memview_name
...
@@ -239,7 +240,7 @@ memviewext_typeptr_cname = Naming.typeptr_prefix+memview_name
memviewext_typeobj_cname
=
'__pyx_tobj_'
+
memview_name
memviewext_typeobj_cname
=
'__pyx_tobj_'
+
memview_name
memviewext_objstruct_cname
=
'__pyx_obj_'
+
memview_name
memviewext_objstruct_cname
=
'__pyx_obj_'
+
memview_name
view_utility_code
=
CythonUtilityCode
(
u"""
view_utility_code
=
CythonUtilityCode
(
u"""
cdef class Enum:
cdef class Enum
(object)
:
cdef object name
cdef object name
def __init__(self, name):
def __init__(self, name):
self.name = name
self.name = name
...
@@ -257,25 +258,141 @@ cdef extern from *:
...
@@ -257,25 +258,141 @@ cdef extern from *:
int __Pyx_GetBuffer(object, Py_buffer *, int)
int __Pyx_GetBuffer(object, Py_buffer *, int)
void __Pyx_ReleaseBuffer(Py_buffer *)
void __Pyx_ReleaseBuffer(Py_buffer *)
cdef class memoryview:
cdef class memoryview(object):
cdef Py_buffer view
cdef Py_buffer view
cdef int gotbuf_flag
cdef int gotbuf_flag
def __cinit__(self):
def __cinit__(memoryview self, object obj, int flags):
self.gotbuf_flag = 0
cdef memoryview from_obj(memoryview self, obj, int flags):
__Pyx_GetBuffer(obj, &self.view, flags)
__Pyx_GetBuffer(obj, &self.view, flags)
self.gotbuf_flag = 1
def __dealloc__(memoryview self):
def __dealloc__(memoryview self):
if self.gotbuf_flag:
__Pyx_ReleaseBuffer(&self.view)
__Pyx_ReleaseBuffer(&self.view)
self.gotbuf_flag = 0
cdef memoryview memoryview_cwrapper(object o, int flags):
return memoryview(o, flags)
"""
,
prefix
=
"__pyx_viewaxis_"
)
# XXX: put in #defines...
DEF BUF_MAX_NDIMS = %d
DEF __Pyx_MEMVIEW_DIRECT = 1
DEF __Pyx_MEMVIEW_PTR = 2
DEF __Pyx_MEMVIEW_FULL = 4
DEF __Pyx_MEMVIEW_CONTIG = 8
DEF __Pyx_MEMVIEW_STRIDED = 16
DEF __Pyx_MEMVIEW_FOLLOW = 32
cdef extern from *:
struct __pyx_obj_memoryview:
Py_buffer view
ctypedef struct __Pyx_mv_DimInfo:
Py_ssize_t shape, strides, suboffsets
ctypedef struct __Pyx_memviewstruct:
__pyx_obj_memoryview *memviewext
char *data
__Pyx_mv_DimInfo diminfo[BUF_MAX_NDIMS]
cdef is_cf_contig(int *specs, int ndim):
is_c_contig = is_f_contig = False
# c_contiguous: 'follow', 'follow', ..., 'follow', 'contig'
if specs[ndim-1] & __Pyx_MEMVIEW_CONTIG:
for i in range(0, ndim-1):
if not (specs[i] & __Pyx_MEMVIEW_FOLLOW):
break
else:
is_c_contig = True
# f_contiguous: 'contig', 'follow', 'follow', ..., 'follow'
elif ndim > 1 and (specs[0] & __Pyx_MEMVIEW_CONTIG):
for i in range(1, ndim):
if not (specs[i] & __Pyx_MEMVIEW_FOLLOW):
break
else:
is_f_contig = True
return is_c_contig, is_f_contig
cdef object pyxmemview_from_memview(
memoryview memview,
int *axes_specs,
int ndim,
Py_ssize_t itemsize,
char *format,
__Pyx_memviewstruct *pyx_memview):
cdef int i
if ndim > BUF_MAX_NDIMS:
raise ValueError("number of dimensions exceed maximum of" + str(BUF_MAX_NDIMS))
cdef Py_buffer pybuf = memview.view
if pybuf.ndim != ndim:
raise ValueError("incompatible number of dimensions.")
cdef str pyx_format = pybuf.format
cdef str view_format = format
if pyx_format != view_format:
raise ValueError("Buffer and memoryview datatype formats do not match.")
if itemsize != pybuf.itemsize:
raise ValueError("Buffer and memoryview itemsize do not match.")
if not pybuf.strides:
raise ValueError("no stride information provided.")
has_suboffsets = True
if not pybuf.suboffsets:
has_suboffsets = False
is_c_contig, is_f_contig = is_cf_contig(axes_specs, ndim)
cdef int spec = 0
for i in range(ndim):
istr = str(i)
spec = axes_specs[i]
if spec & __Pyx_MEMVIEW_CONTIG:
if pybuf.strides[i] != 1:
raise ValueError("Dimension "+istr+" in axes specification is incompatible with buffer.")
if spec & (__Pyx_MEMVIEW_STRIDED | __Pyx_MEMVIEW_FOLLOW):
if pybuf.strides[i] <= 1:
raise ValueError("Dimension "+istr+" in axes specification is incompatible with buffer.")
if spec & __Pyx_MEMVIEW_DIRECT:
if has_suboffsets and pybuf.suboffsets[i] >= 0:
raise ValueError("Dimension "+istr+" in axes specification is incompatible with buffer.")
if spec & (__Pyx_MEMVIEW_PTR | __Pyx_MEMVIEW_FULL):
if not has_suboffsets:
raise ValueError("Buffer object does not provide suboffsets.")
if spec & __Pyx_MEMVIEW_PTR:
if pybuf.suboffsets[i] < 0:
raise ValueError("Buffer object suboffset in dimension "+istr+"must be >= 0.")
if is_f_contig:
idx = 0; stride = 1
for i in range(ndim):
if stride != pybuf.strides[i]:
raise ValueError("Buffer object not fortran contiguous.")
stride = stride * pybuf.shape[i]
elif is_c_contig:
idx = ndim-1; stride = 1
for i in range(ndim-1,-1,-1):
if stride != pybuf.strides[i]:
raise ValueError("Buffer object not C contiguous.")
stride = stride * pybuf.shape[i]
for i in range(ndim):
pyx_memview.diminfo[i].strides = pybuf.strides[i]
pyx_memview.diminfo[i].shape = pybuf.shape[i]
if has_suboffsets:
pyx_memview.diminfo[i].suboffsets = pybuf.suboffsets[i]
pyx_memview.memviewext = <__pyx_obj_memoryview*>memview
pyx_memview.data = <char *>pybuf.buf
"""
%
Options
.
buffer_max_dims
,
name
=
"foobar"
,
prefix
=
"__pyx_viewaxis_"
)
cyarray_prefix
=
u'__pyx_cythonarray_'
cyarray_prefix
=
u'__pyx_cythonarray_'
cython_array_utility_code
=
CythonUtilityCode
(
u'''
cython_array_utility_code
=
CythonUtilityCode
(
u'''
...
@@ -300,7 +417,7 @@ cdef class array:
...
@@ -300,7 +417,7 @@ cdef class array:
Py_ssize_t *shape
Py_ssize_t *shape
Py_ssize_t *strides
Py_ssize_t *strides
Py_ssize_t itemsize
Py_ssize_t itemsize
char *
mode
str
mode
def __cinit__(array self, tuple shape, Py_ssize_t itemsize, char *format, mode="c"):
def __cinit__(array self, tuple shape, Py_ssize_t itemsize, char *format, mode="c"):
...
@@ -360,12 +477,12 @@ cdef class array:
...
@@ -360,12 +477,12 @@ cdef class array:
if not self.data:
if not self.data:
raise MemoryError("unable to allocate array data.")
raise MemoryError("unable to allocate array data.")
def __getbuffer__(
array
self, Py_buffer *info, int flags):
def __getbuffer__(self, Py_buffer *info, int flags):
cdef int bufmode
cdef int bufmode
= -1
if self.mode == b"c":
if self.mode == b"c":
bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
if self.mode == b"fortran":
el
if self.mode == b"fortran":
bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
if not (flags & bufmode):
if not (flags & bufmode):
raise ValueError("Can only create a buffer that is contiguous in memory.")
raise ValueError("Can only create a buffer that is contiguous in memory.")
...
...
Cython/Compiler/ExprNodes.py
View file @
5f37f843
...
@@ -7578,20 +7578,26 @@ class CoerceToMemViewNode(CoercionNode):
...
@@ -7578,20 +7578,26 @@ class CoerceToMemViewNode(CoercionNode):
self
.
type
=
dst_type
self
.
type
=
dst_type
self
.
is_temp
=
1
self
.
is_temp
=
1
self
.
env
=
env
self
.
env
=
env
import
MemoryView
self
.
env
.
use_utility_code
(
MemoryView
.
obj_to_memview_code
)
# MemoryView.use_memview_cwrap(env)
def
generate_result_code
(
self
,
code
):
def
generate_result_code
(
self
,
code
):
# create a cython.memoryview object.
# declare a new temporary cython.memoryview variable.
import
MemoryView
import
MemoryView
memviewobj
=
code
.
funcstate
.
allocate_temp
(
PyrexTypes
.
py_object_type
,
manage_ref
=
True
)
# -) initialize cython.memview object with self.arg, it calls
buf_flag
=
MemoryView
.
get_buf_flag
(
self
.
type
.
axes
)
# __Pyx_GetBuffer on it.
code
.
putln
(
"%s = (PyObject *)__pyx_viewaxis_memoryview_cwrapper(%s, %s);"
%
(
memviewobj
,
self
.
arg
.
result
(),
buf_flag
))
# -) check the axes specifiers for the underlying memview's Py_buffer,
ndim
=
len
(
self
.
type
.
axes
)
# make sure they're compatible with the dst_type's axes specs.
spec_int_arr
=
code
.
funcstate
.
allocate_temp
(
PyrexTypes
.
c_array_type
(
PyrexTypes
.
c_int_type
,
ndim
),
manage_ref
=
True
)
# -) output the temp assignment code (see
specs_code
=
MemoryView
.
specs_to_code
(
self
.
type
.
axes
)
# CoerceFromPyTypeNode.generate_result_code for example)
for
idx
,
cspec
in
enumerate
(
specs_code
):
pass
code
.
putln
(
"%s[%d] = %s;"
%
(
spec_int_arr
,
idx
,
cspec
))
itemsize
=
self
.
type
.
dtype
.
sign_and_name
()
format
=
MemoryView
.
format_from_type
(
self
.
type
.
dtype
)
code
.
putln
(
"__pyx_viewaxis_pyxmemview_from_memview((struct __pyx_obj_memoryview *)%s, %s, %d, sizeof(%s),
\
"
%s
\
"
, &%s);"
%
(
memviewobj
,
spec_int_arr
,
ndim
,
itemsize
,
format
,
self
.
result
()))
code
.
funcstate
.
release_temp
(
memviewobj
)
code
.
funcstate
.
release_temp
(
spec_int_arr
)
code
.
putln
(
'/* @@@ */'
)
class
CastNode
(
CoercionNode
):
class
CastNode
(
CoercionNode
):
# Wrap a node in a C type cast.
# Wrap a node in a C type cast.
...
...
Cython/Compiler/MemoryView.py
View file @
5f37f843
...
@@ -4,6 +4,7 @@ from Visitor import CythonTransform
...
@@ -4,6 +4,7 @@ from Visitor import CythonTransform
import
Options
import
Options
import
CythonScope
import
CythonScope
from
Code
import
UtilityCode
from
Code
import
UtilityCode
from
UtilityCode
import
CythonUtilityCode
START_ERR
=
"there must be nothing or the value 0 (zero) in the start slot."
START_ERR
=
"there must be nothing or the value 0 (zero) in the start slot."
STOP_ERR
=
"Axis specification only allowed in the 'stop' slot."
STOP_ERR
=
"Axis specification only allowed in the 'stop' slot."
...
@@ -15,13 +16,87 @@ INVALID_ERR = "Invalid axis specification."
...
@@ -15,13 +16,87 @@ INVALID_ERR = "Invalid axis specification."
EXPR_ERR
=
"no expressions allowed in axis spec, only names (e.g. cython.view.contig)."
EXPR_ERR
=
"no expressions allowed in axis spec, only names (e.g. cython.view.contig)."
CF_ERR
=
"Invalid axis specification for a C/Fortran contiguous array."
CF_ERR
=
"Invalid axis specification for a C/Fortran contiguous array."
def
use_memview_util_code
(
env
):
memview_c_contiguous
=
"PyBUF_C_CONTIGUOUS"
memview_f_contiguous
=
"PyBUF_F_CONTIGUOUS"
memview_any_contiguous
=
"PyBUF_ANY_CONTIGUOUS"
memview_full_access
=
"PyBUF_FULL"
memview_strided_access
=
"PyBUF_STRIDED"
MEMVIEW_DIRECT
=
1
MEMVIEW_PTR
=
2
MEMVIEW_FULL
=
4
MEMVIEW_CONTIG
=
8
MEMVIEW_STRIDED
=
16
MEMVIEW_FOLLOW
=
32
_spec_to_const
=
{
'contig'
:
MEMVIEW_CONTIG
,
'strided'
:
MEMVIEW_STRIDED
,
'follow'
:
MEMVIEW_FOLLOW
,
'direct'
:
MEMVIEW_DIRECT
,
'ptr'
:
MEMVIEW_PTR
,
'full'
:
MEMVIEW_FULL
}
def
specs_to_code
(
specs
):
arr
=
[]
for
access
,
packing
in
specs
:
arr
.
append
(
"(%s | %s)"
%
(
_spec_to_const
[
access
],
_spec_to_const
[
packing
]))
return
arr
# XXX: add complex support below...
_typename_to_format
=
{
'char'
:
'c'
,
'signed char'
:
'b'
,
'unsigned char'
:
'B'
,
'short'
:
'h'
,
'unsigned short'
:
'H'
,
'int'
:
'i'
,
'unsigned int'
:
'I'
,
'long'
:
'l'
,
'unsigned long'
:
'L'
,
'long long'
:
'q'
,
'unsigned long long'
:
'Q'
,
'float'
:
'f'
,
'double'
:
'd'
,
}
def
format_from_type
(
base_type
):
return
_typename_to_format
[
base_type
.
sign_and_name
()]
def
get_buf_flag
(
specs
):
is_c_contig
,
is_f_contig
=
is_cf_contig
(
specs
)
if
is_c_contig
:
return
memview_c_contiguous
elif
is_f_contig
:
return
memview_f_contiguous
access
,
packing
=
zip
(
*
specs
)
assert
'follow'
not
in
packing
if
'full'
in
access
or
'ptr'
in
access
:
return
memview_full_access
else
:
return
memview_strided_access
def
use_cython_util_code
(
env
,
lu_name
):
import
CythonScope
import
CythonScope
cythonscope
=
env
.
global_scope
().
context
.
cython_scope
cythonscope
=
env
.
global_scope
().
context
.
cython_scope
viewscope
=
cythonscope
.
viewscope
viewscope
=
cythonscope
.
viewscope
memview_entry
=
viewscope
.
lookup_here
(
CythonScope
.
memview_name
)
entry
=
viewscope
.
lookup_here
(
lu_name
)
assert
memview_entry
is
cythonscope
.
memviewentry
entry
.
used
=
1
memview_entry
.
used
=
1
return
entry
def
use_memview_util_code
(
env
):
import
CythonScope
memview_entry
=
use_cython_util_code
(
env
,
CythonScope
.
memview_name
)
def
use_memview_cwrap
(
env
):
import
CythonScope
mv_cwrap_entry
=
use_cython_util_code
(
env
,
CythonScope
.
memview_cwrap_name
)
def
get_axes_specs
(
env
,
axes
):
def
get_axes_specs
(
env
,
axes
):
'''
'''
...
@@ -123,25 +198,30 @@ def get_axes_specs(env, axes):
...
@@ -123,25 +198,30 @@ def get_axes_specs(env, axes):
return
axes_specs
return
axes_specs
def
validate_axes_specs
(
pos
,
specs
):
def
is_cf_contig
(
specs
):
packing_specs
=
(
'contig'
,
'strided'
,
'follow'
)
access_specs
=
(
'direct'
,
'ptr'
,
'full'
)
is_c_contig
=
is_f_contig
=
False
is_c_contig
=
is_f_contig
=
False
packing_idx
=
1
packing_idx
=
1
if
(
specs
[
0
][
packing_idx
]
==
'contig'
and
if
(
specs
[
-
1
][
packing_idx
]
==
'contig'
and
all
(
axis
[
packing_idx
]
==
'follow'
for
axis
in
specs
[:
-
1
])):
# c_contiguous: 'follow', 'follow', ..., 'follow', 'contig'
is_c_contig
=
True
elif
(
len
(
specs
)
>
1
and
specs
[
0
][
packing_idx
]
==
'contig'
and
all
(
axis
[
packing_idx
]
==
'follow'
for
axis
in
specs
[
1
:])):
all
(
axis
[
packing_idx
]
==
'follow'
for
axis
in
specs
[
1
:])):
# f_contiguous: 'contig', 'follow', 'follow', ..., 'follow'
# f_contiguous: 'contig', 'follow', 'follow', ..., 'follow'
is_f_contig
=
True
is_f_contig
=
True
elif
(
len
(
specs
)
>
1
and
return
is_c_contig
,
is_f_contig
specs
[
-
1
][
packing_idx
]
==
'contig'
and
all
(
axis
[
packing_idx
]
==
'follow'
for
axis
in
specs
[:
-
1
])):
def
validate_axes_specs
(
pos
,
specs
):
# c_contiguous: 'follow', 'follow', ..., 'follow', 'contig'
is_c_contig
=
True
packing_specs
=
(
'contig'
,
'strided'
,
'follow'
)
access_specs
=
(
'direct'
,
'ptr'
,
'full'
)
is_c_contig
,
is_f_contig
=
is_cf_contig
(
specs
)
has_contig
=
has_follow
=
has_strided
=
False
has_contig
=
has_follow
=
has_strided
=
False
...
@@ -236,9 +316,18 @@ class MemoryViewTransform(CythonTransform):
...
@@ -236,9 +316,18 @@ class MemoryViewTransform(CythonTransform):
return
node
return
node
def
visit_SingleAssignmentNode
(
self
,
node
):
def
visit_SingleAssignmentNode
(
self
,
node
):
import
pdb
;
pdb
.
set_trace
()
return
node
return
node
spec_constants_code
=
UtilityCode
(
proto
=
"""
#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
"""
)
memviewstruct_cname
=
u'__Pyx_memviewstruct'
memviewstruct_cname
=
u'__Pyx_memviewstruct'
memviewstruct_declare_code
=
UtilityCode
(
proto
=
"""
memviewstruct_declare_code
=
UtilityCode
(
proto
=
"""
...
...
Cython/Compiler/PyrexTypes.py
View file @
5f37f843
...
@@ -2547,6 +2547,9 @@ c_pyx_buffer_ptr_type = CPtrType(c_pyx_buffer_type)
...
@@ -2547,6 +2547,9 @@ c_pyx_buffer_ptr_type = CPtrType(c_pyx_buffer_type)
c_pyx_buffer_nd_type
=
CStructOrUnionType
(
"__Pyx_LocalBuf_ND"
,
"struct"
,
c_pyx_buffer_nd_type
=
CStructOrUnionType
(
"__Pyx_LocalBuf_ND"
,
"struct"
,
None
,
1
,
"__Pyx_LocalBuf_ND"
)
None
,
1
,
"__Pyx_LocalBuf_ND"
)
cython_memoryview_type
=
CStructOrUnionType
(
"__pyx_obj_memoryview"
,
"struct"
,
None
,
1
,
"__pyx_obj_memoryview"
)
error_type
=
ErrorType
()
error_type
=
ErrorType
()
unspecified_type
=
UnspecifiedType
()
unspecified_type
=
UnspecifiedType
()
...
...
tests/run/memoryview.pyx
View file @
5f37f843
u'''
u'''
>>> f()
>>> f()
>>> g()
>>> g()
>>> call()
'''
'''
#
from cython.view cimport memoryview
from
cython.view
cimport
memoryview
from
cython
cimport
array
,
PyBUF_C_CONTIGUOUS
from
cython
cimport
array
,
PyBUF_C_CONTIGUOUS
def
f
():
def
f
():
pass
cdef
array
arr
=
array
(
shape
=
(
10
,
10
),
itemsize
=
sizeof
(
int
),
format
=
'i'
)
# cdef array arr = array(shape=(10,10), itemsize=sizeof(int), format='i'
)
cdef
memoryview
mv
=
memoryview
(
arr
,
PyBUF_C_CONTIGUOUS
)
# cdef memoryview mv = memoryview(arr, PyBUF_C_CONTIGUOUS)
def
g
():
def
g
():
# cdef int[::1] mview = array((10,), itemsize=sizeof(int), format='i')
# cdef int[::1] mview = array((10,), itemsize=sizeof(int), format='i')
cdef
int
[::
1
]
mview
=
array
((
10
,),
itemsize
=
sizeof
(
int
),
format
=
'i'
)
cdef
int
[::
1
]
mview
=
array
((
10
,),
itemsize
=
sizeof
(
int
),
format
=
'i'
)
mview
=
array
((
10
,),
itemsize
=
sizeof
(
int
),
format
=
'i'
)
cdef
class
Foo
:
cdef
class
Foo
:
cdef
int
[:]
mview
cdef
int
[:
:
1
]
mview
def
__init__
(
self
):
def
__init__
(
self
):
self
.
mview
=
array
((
10
,),
itemsize
=
sizeof
(
int
),
format
=
'i'
)
self
.
mview
=
array
((
10
,),
itemsize
=
sizeof
(
int
),
format
=
'i'
)
self
.
mview
=
array
((
10
,),
itemsize
=
sizeof
(
int
),
format
=
'i'
)
class
pyfoo
:
class
pyfoo
:
def
__init__
(
self
):
def
__init__
(
self
):
self
.
mview
=
array
((
10
,),
itemsize
=
sizeof
(
long
),
format
=
'l'
)
self
.
mview
=
array
((
10
,),
itemsize
=
sizeof
(
long
),
format
=
'l'
)
# self.mview = arr
cdef
cdg
():
cdef
cdg
():
cdef
double
[:]
dmv
=
array
((
10
,),
itemsize
=
sizeof
(
double
),
format
=
'd'
)
cdef
double
[::
1
]
dmv
=
array
((
10
,),
itemsize
=
sizeof
(
double
),
format
=
'd'
)
dmv
=
array
((
10
,),
itemsize
=
sizeof
(
double
),
format
=
'd'
)
cdef
float
[:,:]
global_mv
=
array
((
10
,
10
),
itemsize
=
sizeof
(
float
),
format
=
'f'
)
cdef
float
[:,::
1
]
global_mv
=
array
((
10
,
10
),
itemsize
=
sizeof
(
float
),
format
=
'f'
)
global_mv
=
array
((
10
,
10
),
itemsize
=
sizeof
(
float
),
format
=
'f'
)
def
call
():
def
call
():
cdg
()
cdg
()
f
=
Foo
()
f
=
Foo
()
pf
=
pyfoo
()
pf
=
pyfoo
()
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