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Return a new array of given shape filled with ones and also set the desired data-type in Numpy
To return a new array of given shape and type, filled with ones, use the ma.one() method in Python Numpy. The 1st parameter sets the shape of the array. The 2nd parameter is the desired data-type for the array.
The order parameter suggests whether to store multi-dimensional data in row-major (C-style) or column-major (Fortran-style) order in memory.
A masked array is the combination of a standard numpy.ndarray and a mask. A mask is either nomask, indicating that no value of the associated array is invalid, or an array of booleans that determines for each element of the associated array whether the value is valid or not.
Steps
At first, import the required library −
import numpy as np import numpy.ma as ma
Return a new array of given shape and type, filled with ones, using the ma.one() method in Python Numpy. The 2nd parameter is the desired data-type for the array −
arr = ma.ones((5,5), dtype=int)
Displaying our array −
print("Array...
",arr)Get the datatype −
print("
Array datatype...
",arr.dtype)
Get the dimensions of the Array −
print("
Array Dimensions...
",arr.ndim)Get the shape of the Array −
print("
Our Array Shape...
",arr.shape)
Get the number of elements of the Array −
print("
Elements in the Array...
",arr.size)Example
# Python ma.MaskedArray - Return a new array of given shape filled with ones and also set the desired data-type
import numpy as np
import numpy.ma as ma
# To return a new array of given shape and type, filled with ones, use the ma.one() method in Python Numpy
# The 1st parameter sets the shape of the array
# The 2nd parameter is the desired data-type for the array
arr = ma.ones((5,5), dtype=int)
# Displaying our array
print("Array...
",arr)
# Get the datatype
print("
Array datatype...
",arr.dtype)
# Get the dimensions of the Array
print("
Array Dimensions...
",arr.ndim)
# Get the shape of the Array
print("
Our Array Shape...
",arr.shape)
# Get the number of elements of the Array
print("
Elements in the Array...
",arr.size)Output
Array... [[1 1 1 1 1] [1 1 1 1 1] [1 1 1 1 1] [1 1 1 1 1] [1 1 1 1 1]] Array datatype... int64 Array Dimensions... 2 Our Array Shape... (5, 5) Elements in the Array... 25
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