numpy string operations | index() function
Last Updated :
23 Jan, 2019
numpy.core.defchararray.index(arr, sub, start=0, end=None)
is another function for doing string operations in numpy. It returns the lowest index in the string where substring sub is found for each element in arr. It returns value error if sub is not contained within the range [start, end]
.
Parameters:
arr : array_like of str or unicode.
sub : [str or unicode] The substring which to be searched.
start : [ int, optional] The starting location in each string.
end : [ int, optional] The ending location in each string.
Returns : [ndarray] Output array of int.
Code #1 :
import numpy as geek
in_arr = geek.array([ 'aAaAaA' , 'baA' , 'abBABba' ])
print ( "Input array : " , in_arr)
out_arr = geek.char.index(in_arr, sub = 'a' )
print ( "Output array: " , out_arr)
|
Output:
Input array : ['aAaAaA' 'baA' 'abBABba']
Output array: [0 1 0]
Code #2 :
import numpy as geek
in_arr = geek.array([ 'aAaAaA' , 'aA' , 'abBABba' ])
print ( "Input array : " , in_arr)
out_arr = geek.char.index(in_arr, sub = 'A' , start = 1 , end = 4 )
print ( "Output array: " , out_arr)
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Output:
Input array : ['aAaAaA' 'aA' 'abBABba']
Output array: [1 1 3]
Code #3 : If substring is not found, raise ValueError.
import numpy as geek
in_arr = geek.array([ 'aAaAaA' , 'aA' , 'abBABba' ])
print ( "Input array : " , in_arr)
out_arr = geek.char.index(in_arr, sub = 'A' , start = 3 , end = 7 )
print ( "Output array: " , out_arr)
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Output:
ValueError: substring not found
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