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"""
Implementation of the 'memoryview' type.
"""
import operator
from rpython.rlib.objectmodel import compute_hash
from pypy.interpreter.baseobjspace import W_Root
from pypy.interpreter.buffer import BufferView, SubBuffer
from pypy.interpreter.error import OperationError, oefmt
from pypy.interpreter.gateway import interp2app
from pypy.interpreter.typedef import TypeDef, GetSetProperty, make_weakref_descr
from rpython.rlib.unroll import unrolling_iterable
MEMORYVIEW_MAX_DIM = 64
MEMORYVIEW_SCALAR = 0x0001
MEMORYVIEW_C = 0x0002
MEMORYVIEW_FORTRAN = 0x0004
MEMORYVIEW_SCALAR = 0x0008
MEMORYVIEW_PIL = 0x0010
class W_MemoryView(W_Root):
"""Implement the built-in 'memoryview' type as a wrapper around
an interp-level buffer.
"""
def __init__(self, view):
assert isinstance(view, BufferView)
self.view = view
self._hash = -1
self.flags = 0
self._init_flags()
def getndim(self):
return self.view.getndim()
def getshape(self):
return self.view.getshape()
def getstrides(self):
return self.view.getstrides()
def getitemsize(self):
return self.view.getitemsize()
def getformat(self):
return self.view.getformat()
def buffer_w(self, space, flags):
self._check_released(space)
space.check_buf_flags(flags, self.view.readonly)
return self.view
@staticmethod
def descr_new_memoryview(space, w_subtype, w_object):
if isinstance(w_object, W_MemoryView):
w_object._check_released(space)
return W_MemoryView.copy(w_object)
view = space.buffer_w(w_object, space.BUF_FULL_RO)
return view.wrap(space)
def _make_descr__cmp(name):
def descr__cmp(self, space, w_other):
if self.view is None:
return space.newbool(getattr(operator, name)(self, w_other))
if isinstance(w_other, W_MemoryView):
# xxx not the most efficient implementation
str1 = self.view.as_str()
str2 = w_other.view.as_str()
return space.newbool(getattr(operator, name)(str1, str2))
try:
view = space.buffer_w(w_other, space.BUF_CONTIG_RO)
except OperationError as e:
if not e.match(space, space.w_TypeError):
raise
return space.w_NotImplemented
else:
str1 = self.view.as_str()
str2 = view.as_str()
return space.newbool(getattr(operator, name)(str1, str2))
descr__cmp.func_name = name
return descr__cmp
descr_eq = _make_descr__cmp('eq')
descr_ne = _make_descr__cmp('ne')
def getlength(self):
return self.view.getlength()
def descr_tobytes(self, space):
self._check_released(space)
return space.newbytes(self.view.as_str())
def descr_tolist(self, space):
self._check_released(space)
return self.view.w_tolist(space)
def _start_from_tuple(self, space, w_tuple):
from pypy.objspace.std.tupleobject import W_AbstractTupleObject
start = 0
view = self.view
length = space.len_w(w_tuple)
dim = view.getndim()
dim = 0
assert isinstance(w_tuple, W_AbstractTupleObject)
while dim < length:
w_obj = w_tuple.getitem(space, dim)
index = space.getindex_w(w_obj, space.w_IndexError)
start += self.view.get_offset(space, dim, index)
dim += 1
return start
def _getitem_tuple_indexed(self, space, w_index):
view = self.view
length = space.len_w(w_index)
ndim = view.getndim()
if length < ndim:
raise oefmt(space.w_NotImplementedError,
"sub-views are not implemented")
if length > ndim:
raise oefmt(space.w_TypeError, \
"cannot index %d-dimension view with %d-element tuple",
length, ndim)
start = self._start_from_tuple(space, w_index)
itemsize = self.getitemsize()
data = view.getbytes(start, itemsize)
return view.value_from_bytes(space, data)
def _decode_index(self, space, w_index, is_slice):
shape = self.getshape()
if len(shape) == 0:
count = 1
else:
count = shape[0]
return space.decode_index4(w_index, count)
def descr_getitem(self, space, w_index):
self._check_released(space)
if space.isinstance_w(w_index, space.w_tuple):
return self._getitem_tuple_indexed(space, w_index)
is_slice = space.isinstance_w(w_index, space.w_slice)
start, stop, step, slicelength = self._decode_index(space, w_index, is_slice)
# ^^^ for a non-slice index, this returns (index, 0, 0, 1)
if step == 0: # index only
dim = self.getndim()
if dim == 0:
raise oefmt(space.w_TypeError, "invalid indexing of 0-dim memory")
elif dim == 1:
return self.view.w_getitem(space, start)
else:
raise oefmt(space.w_NotImplementedError, "multi-dimensional sub-views are not implemented")
elif is_slice:
return self.view.new_slice(start, step, slicelength).wrap(space)
# multi index is handled at the top of this function
else:
raise TypeError("memoryview: invalid slice key")
def init_len(self):
self.length = self.bytecount_from_shape()
def bytecount_from_shape(self):
dim = self.getndim()
shape = self.getshape()
length = 1
for i in range(dim):
length *= shape[i]
return length * self.getitemsize()
@staticmethod
def copy(w_view):
# TODO suboffsets
view = w_view.view
return W_MemoryView(view)
def descr_setitem(self, space, w_index, w_obj):
self._check_released(space)
if self.view.readonly:
raise oefmt(space.w_TypeError, "cannot modify read-only memory")
if space.isinstance_w(w_index, space.w_tuple):
raise oefmt(space.w_NotImplementedError, "")
start, stop, step, size = space.decode_index4(w_index, self.getlength())
is_slice = space.isinstance_w(w_index, space.w_slice)
start, stop, step, slicelength = self._decode_index(space, w_index, is_slice)
itemsize = self.getitemsize()
if step == 0: # index only
self.view.setitem_w(space, start, w_obj)
elif step == 1:
value = space.buffer_w(w_obj, space.BUF_CONTIG_RO)
if value.getlength() != slicelength * itemsize:
raise oefmt(space.w_ValueError,
"cannot modify size of memoryview object")
self.view.setbytes(start * itemsize, value.as_str())
else:
if self.getndim() != 1:
raise oefmt(space.w_NotImplementedError,
"memoryview slice assignments are currently "
"restricted to ndim = 1")
# this is the case of a one dimensional copy!
# NOTE we could maybe make use of copy_base, but currently we do not
itemsize = self.getitemsize()
data = []
src = space.buffer_w(w_obj, space.BUF_CONTIG_RO)
dst_strides = self.getstrides()
dim = 0
dst = SubBuffer(
self.view.as_writebuf(),
start * itemsize, slicelength * itemsize)
src_stride0 = dst_strides[dim]
off = 0
src_shape0 = slicelength
src_stride0 = src.getstrides()[0]
for i in range(src_shape0):
data.append(src.getbytes(off, itemsize))
off += src_stride0
off = 0
dst_stride0 = self.getstrides()[0] * step
for dataslice in data:
dst.setslice(off, dataslice)
off += dst_stride0
def descr_len(self, space):
self._check_released(space)
dim = self.getndim()
if dim == 0:
return space.newint(1)
shape = self.getshape()
return space.newint(shape[0])
def w_get_nbytes(self, space):
self._check_released(space)
return space.newint(self.getlength())
def w_get_format(self, space):
self._check_released(space)
return space.newtext(self.getformat())
def w_get_itemsize(self, space):
self._check_released(space)
return space.newint(self.getitemsize())
def w_get_ndim(self, space):
self._check_released(space)
return space.newint(self.getndim())
def w_is_readonly(self, space):
self._check_released(space)
return space.newbool(bool(self.view.readonly))
def w_get_shape(self, space):
self._check_released(space)
return space.newtuple([space.newint(x) for x in self.getshape()])
def w_get_strides(self, space):
self._check_released(space)
return space.newtuple([space.newint(x) for x in self.getstrides()])
def w_get_suboffsets(self, space):
self._check_released(space)
# I've never seen anyone filling this field
return space.newtuple([])
def descr_repr(self, space):
if self.view is None:
return self.getrepr(space, u'released memory')
else:
return self.getrepr(space, u'memory')
def descr_hash(self, space):
if self._hash == -1:
self._check_released(space)
if not self.view.readonly:
raise oefmt(space.w_ValueError,
"cannot hash writable memoryview object")
self._hash = compute_hash(self.view.as_str())
return space.newint(self._hash)
def descr_release(self, space):
self.view = None
def _check_released(self, space):
if self.view is None:
raise oefmt(space.w_ValueError,
"operation forbidden on released memoryview object")
def descr_enter(self, space):
self._check_released(space)
return self
def descr_exit(self, space, __args__):
self.view = None
return space.w_None
def descr_pypy_raw_address(self, space):
from rpython.rtyper.lltypesystem import lltype, rffi
try:
ptr = self.view.get_raw_address()
except ValueError:
# report the error using the RPython-level internal repr of
# self.view
msg = ("cannot find the underlying address of buffer that "
"is internally %r" % (self.view,))
raise OperationError(space.w_ValueError, space.newtext(msg))
return space.newint(rffi.cast(lltype.Signed, ptr))
def get_native_fmtchar(self, fmt):
from rpython.rtyper.lltypesystem import rffi
size = -1
if fmt[0] == '@':
f = fmt[1]
else:
f = fmt[0]
if f == 'c' or f == 'b' or f == 'B':
size = rffi.sizeof(rffi.CHAR)
elif f == 'h' or f == 'H':
size = rffi.sizeof(rffi.SHORT)
elif f == 'i' or f == 'I':
size = rffi.sizeof(rffi.INT)
elif f == 'l' or f == 'L':
size = rffi.sizeof(rffi.LONG)
elif f == 'q' or f == 'Q':
size = rffi.sizeof(rffi.LONGLONG)
elif f == 'n' or f == 'N':
size = rffi.sizeof(rffi.SIZE_T)
elif f == 'f':
size = rffi.sizeof(rffi.FLOAT)
elif f == 'd':
size = rffi.sizeof(rffi.DOUBLE)
elif f == '?':
size = rffi.sizeof(rffi.CHAR)
elif f == 'P':
size = rffi.sizeof(rffi.VOIDP)
return size
def _zero_in_shape(self):
# this method could be moved to the class BufferView
view = self.view
shape = view.getshape()
for i in range(view.getndim()):
if shape[i] == 0:
return True
return False
def descr_cast(self, space, w_format, w_shape=None):
self._check_released(space)
if not space.isinstance_w(w_format, space.w_unicode):
raise oefmt(space.w_TypeError,
"memoryview: format argument must be a string")
fmt = space.text_w(w_format)
view = self.view
ndim = 1
if not memory_view_c_contiguous(space, self.flags):
raise oefmt(space.w_TypeError,
"memoryview: casts are restricted"
" to C-contiguous views")
if (w_shape or view.getndim() != 1) and self._zero_in_shape():
raise oefmt(space.w_TypeError,
"memoryview: cannot casts view with"
" zeros in shape or strides")
if w_shape:
if not (space.isinstance_w(w_shape, space.w_list) or space.isinstance_w(w_shape, space.w_tuple)):
raise oefmt(space.w_TypeError, "expected list or tuple got %T", w_shape)
ndim = space.len_w(w_shape)
if ndim > MEMORYVIEW_MAX_DIM:
raise oefmt(space.w_ValueError, \
"memoryview: number of dimensions must not exceed %d",
ndim)
if ndim > 1 and view.getndim() != 1:
raise oefmt(space.w_TypeError,
"memoryview: cast must be 1D -> ND or ND -> 1D")
newview = self._cast_to_1D(space, view, fmt)
if w_shape:
fview = space.fixedview(w_shape)
shape = [space.int_w(w_obj) for w_obj in fview]
newview = self._cast_to_ND(space, newview, shape, ndim)
return newview.wrap(space)
def _init_flags(self):
ndim = self.getndim()
flags = 0
if ndim == 0:
flags |= MEMORYVIEW_SCALAR | MEMORYVIEW_C | MEMORYVIEW_FORTRAN
elif ndim == 1:
shape = self.getshape()
strides = self.getstrides()
if shape[0] == 1 or strides[0] == self.getitemsize():
flags |= MEMORYVIEW_C | MEMORYVIEW_FORTRAN
else:
ndim = self.getndim()
shape = self.getshape()
strides = self.getstrides()
itemsize = self.getitemsize()
if PyBuffer_isContiguous(None, ndim, shape, strides,
itemsize, 'C'):
flags |= MEMORYVIEW_C
if PyBuffer_isContiguous(None, ndim, shape, strides,
itemsize, 'F'):
flags |= MEMORYVIEW_FORTRAN
if False: # TODO missing suboffsets
flags |= MEMORYVIEW_PIL
flags &= ~(MEMORYVIEW_C|MEMORYVIEW_FORTRAN)
self.flags = flags
def _cast_to_1D(self, space, view, fmt):
itemsize = self.get_native_fmtchar(fmt)
if itemsize < 0:
raise oefmt(space.w_ValueError, "memoryview: destination"
" format must be a native single character format prefixed"
" with an optional '@'")
origfmt = view.getformat()
if self.get_native_fmtchar(origfmt) < 0 or \
(not is_byte_format(fmt) and not is_byte_format(origfmt)):
raise oefmt(space.w_TypeError,
"memoryview: cannot cast between"
" two non-byte formats")
if view.getlength() % itemsize != 0:
raise oefmt(space.w_TypeError,
"memoryview: length is not a multiple of itemsize")
newfmt = self.get_native_fmtstr(fmt)
if not newfmt:
raise oefmt(space.w_RuntimeError,
"memoryview: internal error")
return BufferView1D(view, newfmt, itemsize)
def get_native_fmtstr(self, fmt):
lenfmt = len(fmt)
nat = False
if lenfmt == 0:
return None
elif lenfmt == 1:
format = fmt[0] # fine!
elif lenfmt == 2:
if fmt[0] == '@':
nat = True
format = fmt[1]
else:
return None
else:
return None
chars = ['c', 'b', 'B', 'h', 'H', 'i', 'I', 'l', 'L', 'q',
'Q', 'n', 'N', 'f', 'd', '?', 'P']
for c in unrolling_iterable(chars):
if c == format:
if nat:
return '@'+c
else:
return c
return None
def _cast_to_ND(self, space, view, shape, ndim):
length = itemsize = view.getitemsize()
for i in range(ndim):
length *= shape[i]
if length != view.getlength():
raise oefmt(space.w_TypeError,
"memoryview: product(shape) * itemsize != buffer size")
strides = self._strides_from_shape(shape, itemsize)
return BufferViewND(view, ndim, shape, strides)
@staticmethod
def _strides_from_shape(shape, itemsize):
ndim = len(shape)
if ndim == 0:
return []
s = [0] * ndim
s[ndim - 1] = itemsize
i = ndim - 2
while i >= 0:
s[i] = s[i+1] * shape[i+1]
i -= 1
return s
def descr_hex(self, space):
from pypy.objspace.std.bytearrayobject import _array_to_hexstring
self._check_released(space)
return _array_to_hexstring(space, self.view.as_readbuf(), 0, 1, self.getlength())
def is_byte_format(char):
return char == 'b' or char == 'B' or char == 'c'
def memory_view_c_contiguous(space, flags):
return flags & (MEMORYVIEW_SCALAR|MEMORYVIEW_C)
W_MemoryView.typedef = TypeDef(
"memoryview", None, None, "read-write", variable_sized=True,
__doc__ = """\
Create a new memoryview object which references the given object.
""",
__new__ = interp2app(W_MemoryView.descr_new_memoryview),
__eq__ = interp2app(W_MemoryView.descr_eq),
__getitem__ = interp2app(W_MemoryView.descr_getitem),
__len__ = interp2app(W_MemoryView.descr_len),
__ne__ = interp2app(W_MemoryView.descr_ne),
__setitem__ = interp2app(W_MemoryView.descr_setitem),
__repr__ = interp2app(W_MemoryView.descr_repr),
__hash__ = interp2app(W_MemoryView.descr_hash),
__enter__ = interp2app(W_MemoryView.descr_enter),
__exit__ = interp2app(W_MemoryView.descr_exit),
__weakref__ = make_weakref_descr(W_MemoryView),
cast = interp2app(W_MemoryView.descr_cast),
hex = interp2app(W_MemoryView.descr_hex),
tobytes = interp2app(W_MemoryView.descr_tobytes),
tolist = interp2app(W_MemoryView.descr_tolist),
release = interp2app(W_MemoryView.descr_release),
format = GetSetProperty(W_MemoryView.w_get_format),
itemsize = GetSetProperty(W_MemoryView.w_get_itemsize),
ndim = GetSetProperty(W_MemoryView.w_get_ndim),
nbytes = GetSetProperty(W_MemoryView.w_get_nbytes),
readonly = GetSetProperty(W_MemoryView.w_is_readonly),
shape = GetSetProperty(W_MemoryView.w_get_shape),
strides = GetSetProperty(W_MemoryView.w_get_strides),
suboffsets = GetSetProperty(W_MemoryView.w_get_suboffsets),
_pypy_raw_address = interp2app(W_MemoryView.descr_pypy_raw_address),
)
W_MemoryView.typedef.acceptable_as_base_class = False
def _IsFortranContiguous(ndim, shape, strides, itemsize):
if ndim == 0:
return 1
if not strides:
return ndim == 1
sd = itemsize
if ndim == 1:
return shape[0] == 1 or sd == strides[0]
for i in range(ndim):
dim = shape[i]
if dim == 0:
return 1
if strides[i] != sd:
return 0
sd *= dim
return 1
def _IsCContiguous(ndim, shape, strides, itemsize):
if ndim == 0:
return 1
if not strides:
return ndim == 1
sd = itemsize
if ndim == 1:
return shape[0] == 1 or sd == strides[0]
for i in range(ndim - 1, -1, -1):
dim = shape[i]
if dim == 0:
return 1
if strides[i] != sd:
return 0
sd *= dim
return 1
def PyBuffer_isContiguous(suboffsets, ndim, shape, strides, itemsize, fort):
if suboffsets:
return 0
if (fort == 'C'):
return _IsCContiguous(ndim, shape, strides, itemsize)
elif (fort == 'F'):
return _IsFortranContiguous(ndim, shape, strides, itemsize)
elif (fort == 'A'):
return (_IsCContiguous(ndim, shape, strides, itemsize) or
_IsFortranContiguous(ndim, shape, strides, itemsize))
return 0
class IndirectView(BufferView):
"""Base class for views into another BufferView"""
_immutable_ = True
_attrs_ = ['readonly', 'parent']
def getlength(self):
return self.parent.getlength()
def as_str(self):
return self.parent.as_str()
def as_str_and_offset_maybe(self):
return self.parent.as_str_and_offset_maybe()
def getbytes(self, start, size):
return self.parent.getbytes(start, size)
def setbytes(self, start, string):
self.parent.setbytes(start, string)
def get_raw_address(self):
return self.parent.get_raw_address()
def as_readbuf(self):
return self.parent.as_readbuf()
def as_writebuf(self):
return self.parent.as_writebuf()
class BufferView1D(IndirectView):
_immutable_ = True
_attrs_ = ['readonly', 'parent', 'format', 'itemsize']
def __init__(self, parent, format, itemsize):
self.parent = parent
self.readonly = parent.readonly
self.format = format
self.itemsize = itemsize
def getformat(self):
return self.format
def getitemsize(self):
return self.itemsize
def getndim(self):
return 1
def getshape(self):
return [self.getlength() // self.itemsize]
def getstrides(self):
return [self.itemsize]
class BufferViewND(IndirectView):
_immutable_ = True
_attrs_ = ['readonly', 'parent', 'ndim', 'shape', 'strides']
def __init__(self, parent, ndim, shape, strides):
assert parent.getndim() == 1
assert len(shape) == len(strides) == ndim
self.parent = parent
self.readonly = parent.readonly
self.ndim = ndim
self.shape = shape
self.strides = strides
def getformat(self):
return self.parent.getformat()
def getitemsize(self):
return self.parent.getitemsize()
def getndim(self):
return self.ndim
def getshape(self):
return self.shape
def getstrides(self):
return self.strides
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