[Numpy-discussion] New (old) function proposal.
Charles R Harris
charlesr.harris at gmail.com
Tue Feb 18 11:05:30 EST 2014
Hi All,
There is an old ticket, #1499 <https://github.com/numpy/numpy/issues/1499>,
that suggest adding a segment_axis function.
def segment_axis(a, length, overlap=0, axis=None, end='cut', endvalue=0):
"""Generate a new array that chops the given array along the given axis
into overlapping frames.
Parameters
----------
a : array-like
The array to segment
length : int
The length of each frame
overlap : int, optional
The number of array elements by which the frames should overlap
axis : int, optional
The axis to operate on; if None, act on the flattened array
end : {'cut', 'wrap', 'end'}, optional
What to do with the last frame, if the array is not evenly
divisible into pieces.
- 'cut' Simply discard the extra values
- 'wrap' Copy values from the beginning of the array
- 'pad' Pad with a constant value
endvalue : object
The value to use for end='pad'
Examples
--------
>>> segment_axis(arange(10), 4, 2)
array([[0, 1, 2, 3],
[2, 3, 4, 5],
[4, 5, 6, 7],
[6, 7, 8, 9]])
Is there and interest in having this function available?
Chuck
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