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Boxiang Sun
cython
Commits
5f37f843
Commit
5f37f843
authored
Jul 26, 2009
by
Kurt Smith
Committed by
Mark Florisson
Sep 30, 2011
Browse files
Options
Browse Files
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Plain Diff
coercion and validation for memoryview wrappers.
parent
307ad639
Changes
5
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Inline
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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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