annotate sum_mlst.py @ 15:c3eb197a283b draft

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author estrain
date Wed, 24 May 2023 17:57:57 +0000
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1 #!/usr/bin/env
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2
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3 ## Generate basic summary stats from SKESA, fastq-scan, and MLST output.
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4 ## author: errol strain, estrain@gmail.com
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5
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6 from argparse import (ArgumentParser, FileType)
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7 import sys
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8 import glob
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9 import subprocess
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10 from decimal import Decimal
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11
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12 def parse_args():
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13 "Parse the input arguments, use '-h' for help."
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14
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15 parser = ArgumentParser(description='Generate Basic Summary Statistics from SKESA assemblies, fastq-scan output, and MLST reports')
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16
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17 # Read inputs
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18 parser.add_argument('--fasta', type=str, required=True, nargs=1, help='SKESA FASTA assembly')
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19 parser.add_argument('--mlst', type=str, required=True, nargs=1, help='MLST output')
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20 parser.add_argument('--fqscan', type=str, required=True, nargs=1, help='fastq-scan output')
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21 parser.add_argument('--med', type=str, required=True, nargs=1, help='Median Insert Size')
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22 parser.add_argument('--output', type=str, required=True, nargs=1, help='Output File')
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23
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24 return parser.parse_args()
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25
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26 args =parse_args()
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27
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28 # FASTA file
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29 fasta = args.fasta[0]
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30
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31 # Get individual and total length of contigs
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32 cmd = ["awk", "/^>/ {if (seqlen){print seqlen}; ;seqlen=0;next; } { seqlen = seqlen +length($0)}END{print seqlen}",fasta]
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33 seqlen = subprocess.Popen(cmd,stdout= subprocess.PIPE).communicate()[0]
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34 intlen = list(map(int,seqlen.splitlines()))
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35 totlen = sum(intlen)
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36 # Count number of contigs
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37 numtigs = len(intlen)
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38
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39 # Get coverage information from skesa fasta header
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40 cmd1 = ["grep",">",fasta]
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41 cmd2 = ["cut","-f","3","-d","_"]
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42 p1 = subprocess.Popen(cmd1, stdout=subprocess.PIPE)
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43 p2 = subprocess.Popen(cmd2, stdin=p1.stdout, stdout=subprocess.PIPE).communicate()[0]
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44 covdep = map(float,p2.splitlines())
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45 covlist = [a*b for a,b in zip([float(i) for i in intlen],covdep)]
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46 covdep = round(sum(covlist)/totlen,1)
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47
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48 # Calculate N50
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49 vals = [int(i) for i in intlen]
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50 vals.sort(reverse=True)
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51 n50=0
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52 for counter in range(0,len(vals)-1):
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53 if sum(vals[0:counter]) > (totlen/2):
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54 n50=vals[counter-1]
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55 break
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56
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57 # Read in MLST output
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58 mlst = open(args.mlst[0],"r")
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59 profile = mlst.readline()
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60 els = profile.split("\t")
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61
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62 # Read in median insert size
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63 medfile = open(args.med[0],"r")
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64 insert = medfile.readline()
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65 insert = insert.rstrip()
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66
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67 # Read in fastq-scan
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68 fqfile = open(args.fqscan[0],"r")
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69 fq = fqfile.readline()
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70 fq = fq.rstrip()
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71
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72 output = open(args.output[0],"w")
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73
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74 filehead = str("File\tContigs\tLength\tEstCov\tN50\tMedianInsert\tMeanLength_R1\tMeanLength_R2\tMeanQ_R1\tMeanQ_R2\tScheme\tST\n")
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75 output.write(filehead)
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76
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77 output.write(str(fasta) + "\t" + str(numtigs) + "\t" + str(totlen) + "\t" + str(covdep) + "\t" + str(n50) +"\t" + str(insert) + "\t" + str(fq))
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78 for counter in range(1,len(els)):
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79 output.write("\t" + str(els[counter]))