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import numpy
import cupy
def shape(a):
"""Returns the shape of an array
Args:
a (array_like): Input array
Returns:
tuple of ints: The elements of the shape tuple give the lengths of the
corresponding array dimensions.
"""
if isinstance(a, cupy.ndarray):
return a.shape
else:
return numpy.shape(a)
def reshape(a, newshape, order='C'):
"""Returns an array with new shape and same elements.
It tries to return a view if possible, otherwise returns a copy.
Args:
a (cupy.ndarray): Array to be reshaped.
newshape (int or tuple of ints): The new shape of the array to return.
If it is an integer, then it is treated as a tuple of length one.
It should be compatible with ``a.size``. One of the elements can be
-1, which is automatically replaced with the appropriate value to
make the shape compatible with ``a.size``.
order ({'C', 'F', 'A'}):
Read the elements of ``a`` using this index order, and place the
elements into the reshaped array using this index order.
'C' means to read / write the elements using C-like index order,
with the last axis index changing fastest, back to the first axis
index changing slowest. 'F' means to read / write the elements
using Fortran-like index order, with the first index changing
fastest, and the last index changing slowest. Note that the 'C'
and 'F' options take no account of the memory layout of the
underlying array, and only refer to the order of indexing. 'A'
means to read / write the elements in Fortran-like index order if
a is Fortran contiguous in memory, C-like order otherwise.
Returns:
cupy.ndarray: A reshaped view of ``a`` if possible, otherwise a copy.
.. seealso:: :func:`numpy.reshape`
"""
# TODO(okuta): check type
return a.reshape(newshape, order=order)
def ravel(a, order='C'):
"""Returns a flattened array.
It tries to return a view if possible, otherwise returns a copy.
Args:
a (cupy.ndarray): Array to be flattened.
order ({'C', 'F', 'A', 'K'}):
The elements of ``a`` are read using this index order. 'C' means
to index the elements in row-major, C-style order,
with the last axis index changing fastest, back to the first
axis index changing slowest. 'F' means to index the elements
in column-major, Fortran-style order, with the
first index changing fastest, and the last index changing
slowest. Note that the 'C' and 'F' options take no account of
the memory layout of the underlying array, and only refer to
the order of axis indexing. 'A' means to read the elements in
Fortran-like index order if ``a`` is Fortran *contiguous* in
memory, C-like order otherwise. 'K' means to read the
elements in the order they occur in memory, except for
reversing the data when strides are negative. By default, 'C'
index order is used.
Returns:
cupy.ndarray: A flattened view of ``a`` if possible, otherwise a copy.
.. seealso:: :func:`numpy.ravel`
"""
# TODO(beam2d, grlee77): Support ordering option K
# TODO(okuta): check type
return a.ravel(order)
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