#!/usr/bin/env python3 # Sort the sequences by quality (percentage of number of N bases not called, descending) and by length (descending). # The best sequence is the longest one, with no uncalled bases. import os import sys import gzip #import xxhash # Faster library import hashlib def open_gzipsafe(path_file): if path_file.endswith('.gz'): return gzip.open(path_file, 'rt') else: return open(path_file) path_fasta = sys.argv[1] hash_to_count_and_headers_dict = {} header_to_seq_dict = {} header_percCalledBases_seqLength_list = [] with open_gzipsafe(path_fasta) as f: for fasta in f.read().strip('\n>').split('>'): header = fasta.strip('\n').split('\n')[0] sequence = ''.join(fasta.strip('\n').split('\n')[1:]) ##hash = xxhash.xxh64(sequence).hexdigest() # Faster library hash = hashlib.md5(sequence.encode('utf-8')).hexdigest() if hash not in hash_to_count_and_headers_dict: # New sequence hash_to_count_and_headers_dict[hash] = [0, []] header_to_seq_dict[header] = sequence seq_len = len(sequence) header_percCalledBases_seqLength_list.append([header, (seq_len - sequence.count('N'))/seq_len, seq_len]) hash_to_count_and_headers_dict[hash][0] += 1 hash_to_count_and_headers_dict[hash][1].append(header) with open('dups.txt', 'w') as fw: for count, header_list in hash_to_count_and_headers_dict.values(): fw.write('\t'.join([str(count), ', '.join(header_list)]) + '\n') for header, percCalledBases, seqLength_list in sorted(header_percCalledBases_seqLength_list, key=lambda x: (x[-2], x[-1]), reverse = True): sys.stdout.write('>{}\n{}\n'.format(header, header_to_seq_dict[header]))