Mercurial > repos > estrain > srst2
view scoreProfiles.py @ 1:43cc60256036 draft
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author | estrain |
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date | Sat, 18 May 2019 19:09:56 -0400 |
parents | efc202baae1f |
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#!/usr/bin/env ## Generate basic summary stats for SRST2 (v2) allele score output. Generate summaries for each profile defined in the database ## author: errol strain, estrain@gmail.com from argparse import (ArgumentParser, FileType) import sys import glob from decimal import Decimal def parse_args(): "Parse the input arguments, use '-h' for help." parser = ArgumentParser(description='Generate Summary Scores for SRST2 Allele Score Output') # Read inputs parser.add_argument('--mlst_definitions', type=str, required=True, nargs=1, help='MLST Definitions') parser.add_argument('--output', type=str, required=True, nargs=1, help='MLST Definitions') parser.add_argument('--profile_cov', type=str, required=False, help='Minimum Average Coverage to Report ST Profile',default="98") parser.add_argument('--profile_max_mismatch', type=str, required=False, help='Maximum Number of Mismatches (SNPs)', default="1") return parser.parse_args() args =parse_args() allHash = {} # Read in Profile Database profiles = open(args.mlst_definitions[0],"r") output = open(args.output[0],"w") # Minimum mean percent coverage for reporting profile min_per=float(args.profile_cov) # Maximum mean mismatch for reporting profile max_mis=float(args.profile_max_mismatch) # Read in Allele Scores # Scores should be in srts2*.scores file # Column 0:Allele, 1:Score, 2:Avg Depth, 5:% Coverage, 7:Mismatches, 8:Indels scoreFile = open(glob.glob("srst2*.scores")[0],"r") scoreFile.readline() for line in scoreFile.readlines() : els = line.split("\t") vals = els[0].split("_") allHash.update({els[0]:line}) # Allele names in first row als = profiles.readline().rstrip() filehead = als + str("\tMean_Score\tMean_Depth\tMean_%_Coverage\tTotal_Mismatches\tTotal_Indels\n") output.write(filehead) genes = als.split("\t") for line in profiles.readlines() : line = line.rstrip() els = line.split("\t") alleles = [] for i in range(1,len(genes)) : alleles.append(genes[i] + "_" + els[i]) mscore=0 mdepth=0 mcover=0 mmisma=0 mindel=0 for i in alleles : if i in allHash : vals=str(allHash[i]).split("\t") mscore+=float(vals[1]) mdepth+=float(vals[2]) mcover+=float(vals[5]) mmisma+=int(vals[7]) mindel+=int(vals[8]) mscore=round(Decimal(mscore/(len(genes)-1)),5) mdepth=round(Decimal(mdepth/(len(genes)-1)),2) mcover=round(Decimal(mcover/(len(genes)-1)),2) if mmisma<=max_mis and mcover>=min_per : output.write(line + "\t" + str(mscore) + "\t" + str(mdepth) + "\t" + str(mcover) + "\t" + str(mmisma) + "\t" + str(mindel) + "\n")