numpy.ma.MaskedArray.compressed
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MaskedArray.compressed()[source]
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Return all the non-masked data as a 1-D array. Returns: data : ndarray A new ndarrayholding the non-masked data is returned.NotesThe result is not a MaskedArray! Examples>>> x = np.ma.array(np.arange(5), mask=[0]*2 + [1]*3) >>> x.compressed() array([0, 1]) >>> type(x.compressed()) <type 'numpy.ndarray'> 
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    https://docs.scipy.org/doc/numpy-1.11.0/reference/generated/numpy.ma.MaskedArray.compressed.html