Numpy MaskedArray.filled() method Python (original) (raw)

Last Updated : 26 Mar, 2020

numpy.MaskedArray.filled() function return a copy of self, with masked values filled with a given value. However, if there are no masked values to fill, self will be returned instead as an ndarray.

Syntax : numpy.MaskedArray.filled(self, fill_value = None)Parameters : fill_value : [scalar, optional] The value to use for invalid entries, by default is None. If None, the fill_value attribute of the array is used instead.Return : filled_array : [ndarray] A copy of self with invalid entries replaced by fill_value or self itself as an ndarray if there are no invalid entries to be replaced.

Code #1 :

Python3 `

Python program explaining

numpy.MaskedArray.filled() function

importing numpy as geek

and numpy.ma module as ma

import numpy as geek import numpy.ma as ma

arr = geek.ma.array([2, 4, 6, 8, 10], mask =[0, 0, 1, 0, 1], fill_value = -999) gfg = arr.filled()

print(gfg)

Output :

[ 2 4 -999 8 -999]

Code #2 :