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Numpy error while filling up matrix with Characters - august - Apr-13-2022
I'm new to numpy. I've a string of characters. I'm truncating it one character at a time till only one character is left.
Then I'm trying to fill up a numpy array with these individual substrings in a column wise fashion.
import numpy as np
mystr = 'ASDFL'
bs = [mystr[:x+1] for x in range( len( mystr)) ]
bs = sorted(bs, key=len, reverse=True )
fm = np.empty(shape=( len(mystr), len(bs) ), dtype='str')
for j in range(len(bs)):
fm[:, j] = list(bs[j])However I'm getting the following error:"ValueError: cannot copy sequence with size 4 to array axis with dimension 5"
Can anybody help me solve this problem? Thanks
RE: Numpy error while filling up matrix with Characters - deanhystad - Apr-13-2022
Why are you using numpy? Do you need a 5x5 array for some reason?
Is this what you are looking for?
import numpy as np
mystr = 'ASDFL'
n = len(mystr)
bs = [mystr[:x] for x in range(n, 0, -1)]
fs = np.empty((n, n), dtype=str)
for index, values in enumerate(bs):
fs[index,:len(values)] = list(values)
print(fs)Output:[['A' 'S' 'D' 'F' 'L']
['A' 'S' 'D' 'F' '']
['A' 'S' 'D' '' '']
['A' 'S' '' '' '']
['A' '' '' '' '']]RE: Numpy error while filling up matrix with Characters - august - Apr-13-2022
Hello deanhystad,
Thank you very much. Actually this is a part of the problem. I've to do this for many string like ASDFL, QWERTY etc and sub-strings can start from any place inside the string , hence it would be n X m matrix. If possible can you point out where I was going wrong?
was it in the declaration of the array ?
fm = np.empty(shape=( len(mystr), len(bs) ), dtype='str')Or
fm[:, j] = list(bs[j]or somewhere else?
Thanks again
RE: Numpy error while filling up matrix with Characters - deanhystad - Apr-13-2022
You cannot use ":" by itself unless len(bs[j]) == len(fm[:,j]. You could do like I did and copy bs[j] to a slice in f[], or you can pad everything in bs[] to be the same length, or you can copy characters over one at a time. Your choice.
You didn't answer the question about why you are using numpy. This would be simple if you could have a list of lists.
RE: Numpy error while filling up matrix with Characters - august - Apr-13-2022
Thanks. Later on I want to make a plot with colors depending on the letters, thats why I'm trying to use numpy