5D_Heredero_Louis_TM2022/python/hamming.py

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2022-09-22 11:13:15 +00:00
#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
This module provides encoding and decoding functions for Hamming codes
(C) 2022 Louis Heredero louis.heredero@edu.vs.ch
"""
class HammingError(Exception):
pass
def encode(data, blocksize=7):
result = []
datasize = blocksize-blocksize.bit_length()
data = list(map(int, data))
if len(data) % datasize:
raise HammingError(f"Length of data is not a multiple of {datasize}")
nblocks = int(len(data)/datasize)
for b in range(nblocks):
for i in range(blocksize):
# Power of 2
if (i+1)&i == 0 or i == 0:
result.append(0)
else:
result.append(data.pop(0))
for i in range(blocksize.bit_length()):
p = 1 << i
c = sum([result[b*blocksize+j] for j in range(blocksize) if (j+1)&p])
if c%2:
result[b*blocksize+p-1] = 1
return "".join(list(map(str, result)))
def decode(data, blocksize=7):
result = []
datasize = blocksize-blocksize.bit_length()
data = list(map(int, data))
if len(data) % blocksize:
raise HammingError(f"Length of data is not a multiple of {blocksize}")
nblocks = int(len(data)/blocksize)
errors = 0
for b in range(nblocks):
pos = 0
for i in range(blocksize.bit_length()):
p = 1 << i
c = sum([data[b*blocksize+j] for j in range(blocksize) if (j+1)&p])
if c%2:
pos |= p
if pos != 0:
if pos > blocksize:
raise HammingError("Too many errors")
return
errors += 1
data[b*blocksize+pos-1] = 1-data[b*blocksize+pos-1]
for i in range(1, blocksize):
if (i+1)&i != 0:
result.append(data[b*blocksize+i])
return "".join(list(map(str, result))), errors
if __name__ == "__main__":
#print("10011010")
print(encode("10011010"))
#print(decode("011100101010"))
print(decode("00110011011010101101001010101011010101010111001100110011"))
print(decode("01000011011010101100001010101011110101000111001100111011"))