numpy.ma.clump_unmasked

numpy.ma.clump_unmasked(a) [source]

Return list of slices corresponding to the unmasked clumps of a 1-D array. (A “clump” is defined as a contiguous region of the array).

Parameters:
a : ndarray

A one-dimensional masked array.

Returns:
slices : list of slice

The list of slices, one for each continuous region of unmasked elements in a.

Notes

New in version 1.4.0.

Examples

>>> a = np.ma.masked_array(np.arange(10))
>>> a[[0, 1, 2, 6, 8, 9]] = np.ma.masked
>>> np.ma.clump_unmasked(a)
[slice(3, 6, None), slice(7, 8, None)]

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https://docs.scipy.org/doc/numpy-1.15.4/reference/generated/numpy.ma.clump_unmasked.html