CODEWITHSUNDEEP
pythonnumpy
HelloGR
HelloGR

Reputation: 29

Create variable padding around 1d numpy array

arr= [1,2,3,4]
k = 4 (can be different)

so result will be 2 d array. How to do this without using any loop? and can't hard code k. k and arr can vary as per input. Must use numpy.pad

[[1,2,3,4,0,0,0], #k-1 zeros
 [0,1,2,3,4,0,0],
 [0,0,1,2,3,4,0],
 [0,0,0,1,2,3,4]]

Upvotes: 0

Views: 103

Answers (2)

Michael Szczesny
Michael Szczesny

Reputation: 5036

If you really have to do it without a loop (for educational purposes)

np.pad(np.tile(arr,[k,1]), [(0,0),(0,k)]).reshape(-1)[:-k].reshape(k,-1)

Upvotes: 2

Osamoele
Osamoele

Reputation: 476

Using list comprehension as a one liner :

import numpy as np

arr= np.array([1,2,3,4])
k = 4

print( np.array( [ np.pad(arr, (0+i , k-1-i ) ) for i in range(0,k)] ) )

Out :

[[1 2 3 4 0 0 0]
 [0 1 2 3 4 0 0]
 [0 0 1 2 3 4 0]
 [0 0 0 1 2 3 4]]

Upvotes: 1

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