I am trying to write a run length encoding code using python.If a message consist of long sequence of symbols. I am meant to encode it to the as a list of the symbol and the number of times it occurs.This is my code
alphabets = ['a','b','c','d','e','f','g','h','i','j','k',
'l','m','n','o','p','q','r','s','t','u','v','w','x','y','z']
char_count = 0
translate = ''
words = input('Enter your word: ')
for char in words:
if char in alphabets:
char_count += 1
translate += char + str(char_count)
print(translate)
When I run my program this is what I get.
Enter your word: abbbbaaabbaaa
a1b2b3b4b5a6a7a8b9b10a11a12a13
The output is actually meant to be.
a1b4a3b2a3
Is there a way to fix this?
You can simply use regular expressions to solve the problem:
import re
translate = re.sub(r"((.)\2*)", lambda x: x.group(2) + str(len(x.group(1))), words)
This regex finds all groups of similar consecutive symbols in the words
string and replaces them by its length encoding.
One possible way is to use itertools.groupby
:
from itertools import groupby
''.join([f'{letter}{len(list(grouper))}' for letter, grouper in groupby(words)])
itertools.groupby
splits the string into chunks of same letters, converts each chunk into a pair (letter, grouper)
and returns an object generating these pairs:
>>> groupby('abbbbaaabbaaa')
<itertools.groupby at 0x6fffeafa098>
>>> for chunk in groupby('abbbbaaabbaaa'):
print(chunk)
('a', <itertools._grouper object at 0x6fffeaf2cf8>)
('b', <itertools._grouper object at 0x6fffeae9908>)
('a', <itertools._grouper object at 0x6fffeae9898>)
('b', <itertools._grouper object at 0x6fffeaf2320>)
('a', <itertools._grouper object at 0x6fffeae9898>)
Each itertools._grouper
object is again a generator which generates all the letters in the corresponding chunk. By converting it to a list
, we can check its length and append it to the result.
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