def getMask(globs, cmds, vcf_file):
# Get the sites to be masked into a bed file.
mask_bedfile = os.path.join(globs['iterfadir'],
"iter-" + globs['iter-str'] + "-masksites.bed")
if globs['diploid']:
mask_bedfile = mask_bedfile.replace("-masksites.bed",
"-diploid-masksites.bed")
cmd = "zgrep \"\./\.\" " + vcf_file + " | awk '{{OFS=\"\t\"; if ($0 !~ /\#/); print $1, $2-1, $2}}' | bedtools merge -i - > " + mask_bedfile
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Get mask sites",
'outfile': mask_bedfile,
'logfile': "",
'start': False
}
run = True
if globs['resume']:
if os.path.isfile(mask_bedfile) and os.stat(mask_bedfile).st_size != 0:
PC.report_step(globs, cmds, cmd, "RESUME",
"previous output found: " + mask_bedfile)
run = False
if run:
if not globs['dryrun']:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
os.system(cmd)
if os.path.isfile(
mask_bedfile) and os.stat(mask_bedfile).st_size != 0:
num_sites = str(len(open(mask_bedfile, "r").readlines()))
PC.report_step(globs, cmds, cmd, "SUCCESS",
num_sites + " mask sites read: " + mask_bedfile)
else:
PC.report_step(
globs, cmds, cmd, "ERROR!",
"Mask sites file not found or empty: " + mask_bedfile)
globs['exit-code'] = 1
PC.endProg(globs)
else:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
return mask_bedfile, cmds
def varFilterManual(globs, cmds):
# This function is meant for filtering SNPs from the called set for each iteration based on
# an inpute VCF provided by -vcf. This implementation first unzips the iteration vcf file,
# loops through it and for each SNP checks the set from the input VCF. Then it re-zips the
# iteration vcf. This is very slow and meant only for small genomes/numbers of SNPs.
# Specifically implemented for SARS-CoV-2 genomes.
for scaff in globs['scaffolds']:
if globs['dryrun']:
PC.report_step(globs, cmds, "NA Filtering variants from input VCF",
"DRYRUN", globs['in-vcf'])
else:
PC.report_step(globs, cmds, "NA Filtering variants from input VCF",
"EXECUTING", globs['in-vcf'])
filter_file = os.path.join(
globs['itervcfscaffdir'],
scaff + "-iter-" + globs['iter-str'] + "-filter.vcf.gz")
filter_file_unzipped = filter_file.replace(".gz", "")
os.system("gunzip " + filter_file)
vcflines = [
line.strip().split("\t") for line in open(filter_file_unzipped)
]
# Unzip and read the iteration VCF file.
num_filtered = 0
for i in range(len(vcflines)):
if vcflines[i][0].startswith("#"):
continue
# Check each SNP in the VCF file; skip the header lines.
for snp in globs['filter-sites']:
if vcflines[i][1] == snp[1] and vcflines[i][4] in snp[4]:
if vcflines[i][6] == "PASS":
vcflines[i][6] = "pseudoit"
elif "pseudoit" not in vcflines[i][6]:
vcflines[i][6] += "pseudoit"
num_filtered += 1
# Check each SNP in the provided -vcf file. If it matches the current SNP, add the filter string to the
# FILTER column.
with open(filter_file_unzipped, "w") as new_vcf:
for line in vcflines:
new_vcf.write("\t".join(line) + "\n")
# Re-write the iteration VCF file.
os.system("bgzip " + filter_file_unzipped)
# Re-compress the iteration VCF file.
PC.report_step(globs, cmds,
"NA " + str(num_filtered) + " sites filtered",
"SUCCESS", globs['in-vcf'])
def getScaffs(cur_fa, globs, cmds, report_status=True):
# Save the list of scaffolds/contigs/chromosomes from a FASTA file to a text file.
cmd = "grep \">\" " + cur_fa + " | sed 's/>//g'" # > " + globs['scaffs'];
# grep the number of scaffolds in the reference... I guess this could also be done by just reading
# the number of lines in the index file...
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Get ref scaffold IDs",
'outfile': "",
'logfile': "",
'start': False
}
# Add the grep command to the global commands dict.
if not globs['dryrun']:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
cmd_result = subprocess.run(cmd,
shell=True,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE)
cur_scaffs = list(filter(None,
cmd_result.stdout.decode().split("\n")))
globs['scaffolds'] = [
scaff[:scaff.index(" ")] if " " in scaff else scaff
for scaff in cur_scaffs
]
PC.report_step(globs, cmds, cmd, "SUCCESS",
str(len(globs['scaffolds'])) + " scaffold IDs read")
else:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
globs['scaffolds'] = []
# Run the grep command and check for errors..
return cmds
def indexCheck(cur_fa, globs, cmds):
# Checks that the user has created the proper index files before running the program.
ref_ext = PC.detectRefExt(cur_fa, globs)
dictfile = cur_fa.replace(ref_ext, ".dict")
cmd = "os.path.isfile(" + dictfile + ")"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Checking ref indices",
'outfile': "",
'logfile': "",
'start': False
}
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
if not os.path.isfile(dictfile):
PC.errorOut(
"REF1",
"Reference dictionary not found. Please run: picard CreateSequenceDictionary R=<ref>.fa O=<ref>.dict",
globs)
PC.report_step(globs, cmds, cmd, "SUCCESS", "index file found", "")
# Check for the reference dictionary file.
faidxfile = cur_fa + ".fai"
cmd = "os.path.isfile(" + faidxfile + ")"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Checking ref indices",
'outfile': "",
'logfile': "",
'start': False
}
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
if not os.path.isfile(faidxfile):
PC.errorOut(
"REF2",
"Reference index (samtools) not found. Please run: samtools faidx <ref>.fa",
globs)
PC.report_step(globs, cmds, cmd, "SUCCESS", "index file found")
# Check for the reference faidx file.
if globs['mapper'] == "bwa":
indexfiles = [
cur_fa + ".amb", cur_fa + ".ann", cur_fa + ".bwt", cur_fa + ".pac",
cur_fa + ".sa"
]
cmd = "os.path.isfile(" + ",".join(indexfiles) + ")"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Checking ref indices",
'outfile': "",
'logfile': "",
'start': False
}
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
if any(not os.path.isfile(f) for f in indexfiles):
PC.errorOut(
"REF3",
"Reference index (bwa) not found. Please run: bwa index <ref>.fa",
globs)
PC.report_step(globs, cmds, cmd, "SUCCESS", "index files found")
# Check for the bwa index files if --mapper is bwa.
elif globs['mapper'] == "hisat2":
indexfile = cur_fa + ".1.ht2"
cmd = "os.path.isfile(" + indexfile + ")"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Checking ref indices",
'outfile': "",
'logfile': "",
'start': False
}
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
if not os.path.isfile(indexfile):
PC.errorOut(
"REF3",
"Reference index (hisat2) not found. Please run: hisat2-build <ref>.fa <ref>.fa",
globs)
PC.report_step(globs, cmds, cmd, "SUCCESS", "index file found")
# Check for the hisat2 index files if --mapper is hisat2.
return cmds
def mergeBam(globs, cmds, bamfiles):
# Merge BAM files from different library types.
cur_logfile = os.path.join(
globs['iterlogdir'],
"picard-merge-bam-iter-" + globs['iter-str'] + ".log")
merged_bamfile = os.path.join(
globs['iterbamdir'], "merged-iter-" + globs['iter-str'] + ".bam.gz")
# Get the log file and merged bam file name to output to.
if len(bamfiles) > 1:
# We only need to run picard if there are multiple bam files from mapping
merge_cmd = globs['picard-path'] + " MergeSamFiles "
for bamfile in bamfiles:
merge_cmd += "I=" + bamfile + " "
if globs['tmpdir'] != "System default.":
merge_cmd += "TMP_DIR=\"" + globs['tmpdir'] + "\" "
if not globs['mkdups']:
merge_cmd += "CREATE_INDEX=true "
merge_cmd += "USE_THREADING=TRUE VALIDATION_STRINGENCY=LENIENT O=" + merged_bamfile
# Generate the MergeSamFiles command.
cmds[merge_cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Merge BAM files",
'outfile': merged_bamfile,
'logfile': cur_logfile,
'start': False
}
# Add the MergeSamFiles command to the global cmds dict.
exit_flag = PC.runCMD(merge_cmd, globs, cmds, True)
PC.exitCheck(exit_flag, globs)
# Run the command and check for errors.
else:
# If there was only one bam file from mapping we don't need to merge, just move it to the expected location.
merge_cmd = "mv " + bamfiles[0] + " " + merged_bamfile
# Generate the mv command.
cmds[merge_cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Rename BAM file",
'outfile': merged_bamfile,
'logfile': "",
'start': False
}
# Add the mv command to the global commands dict.
if globs['dryrun']:
PC.report_step(globs, cmds, merge_cmd, "DRYRUN")
else:
PC.report_step(globs, cmds, merge_cmd, "EXECUTING")
os.system(merge_cmd)
if os.path.isfile(merged_bamfile):
PC.report_step(globs, cmds, merge_cmd, "SUCCESS")
else:
PC.report_step(globs, cmds, merge_cmd, "ERROR")
PC.errorOut("PIMAP1", "Error renaming BAM file.", globs)
# Run the command and check for errors.
return merged_bamfile, cmds
def varFilter(globs, cmds, cur_ref):
# Run the command to filter variants from a VCF file based on input filters. Default: "MQ < 30.0 || DP < 5 || DP > 60"
bcftools_cmds = {}
for scaff in globs['scaffolds']:
# if not globs['last-iter'] or (globs['last-iter'] and not globs['indels']):
# cur_logfile = os.path.join(globs['itervcflogdir'], "bcftools-filter-" + scaff + "-iter-" + globs['iter-str'] + "-snps.log");
# vcf_file = os.path.join(globs['itervcfscaffdir'], scaff + "-iter-" + globs['iter-str'] + "-snps.vcf.gz");
# filter_file = os.path.join(globs['itervcfscaffdir'], scaff + "-iter-" + globs['iter-str'] + "-snps-filter.vcf.gz");
# else:
cur_logfile = os.path.join(
globs['itervcflogdir'],
"bcftools-filter-" + scaff + "-iter-" + globs['iter-str'] + ".log")
vcf_file = os.path.join(
globs['itervcfscaffdir'],
scaff + "-iter-" + globs['iter-str'] + ".vcf.gz")
filter_file = os.path.join(
globs['itervcfscaffdir'],
scaff + "-iter-" + globs['iter-str'] + "-filter.vcf.gz")
bcftools_cmd = globs['bcftools-path'] + " filter -m+ -e " + globs[
'filter'] + " -s pseudoit --IndelGap 5 -Oz -o " + filter_file + " " + vcf_file
cmd_num = PC.getCMDNum(globs, len(cmds))
cmds[bcftools_cmd] = {
'cmd-num': cmd_num,
'desc': "Filter VCF " + scaff,
'outfile': filter_file,
'logfile': cur_logfile,
'start': False,
"vcffile": vcf_file
}
bcftools_cmds[bcftools_cmd] = {
'cmd-num': cmd_num,
'desc': "Filter VCF " + scaff,
'outfile': filter_file,
'logfile': cur_logfile,
'start': False,
"vcffile": vcf_file
}
if globs['dryrun']:
cmd_num = PC.getCMDNum(globs, len(cmds))
bcftools_skeleton_cmd = globs[
'bcftools-path'] + " filter -m+ -e " + globs[
'filter'] + " -s pseudoit --IndelGap 5 -Oz -o <filtered vcf> <input vcf>"
cmds[bcftools_skeleton_cmd] = {
'cmd-num': cmd_num,
'desc':
str(globs['num-procs']) + " bcftools filter procs in parallel",
'outfile': "",
'logfile': "",
'start': False
}
PC.report_step(globs, cmds, bcftools_skeleton_cmd, "DRYRUN",
bcftools_skeleton_cmd)
else:
pool = mp.Pool(processes=globs['filter-procs'])
for result in pool.starmap(PC.runCMD,
((bcftools_cmd, globs, cmds, True)
for bcftools_cmd in bcftools_cmds)):
if result:
pool.terminate()
globs['exit-code'] = 1
PC.endProg(globs)
pool.terminate()
return cmds
def genConsensus(globs, cmds, vcf_file, cur_ref):
# Run the command to generate a consensus FASTA file from the reference and the variants.
cmd = "getConsCase()"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Determining case of first base",
'outfile': "",
'logfile': "",
'start': False
}
bcftools_cmd = globs[
'bcftools-path'] + " consensus -f " + cur_ref + " -o " + globs[
'iter-final-fa']
if globs['last-iter'] and globs['indels']:
bcftools_cmd += " -c " + globs['iter-final-chain']
if globs['last-iter'] and globs['diploid']:
bcftools_cmd += " -I "
bcftools_cmd += " -e \"FILTER='pseudoit' || FILTER='IndelGap'\" " + vcf_file
cmds[bcftools_cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Generating consensus",
'outfile': globs['iter-final-fa'],
'logfile': globs['iter-consensus-log'],
'start': False
}
run_flag = True
if globs['resume']:
run_flag = PC.runCheck(bcftools_cmd, cmds, globs)
#### RUN RUNCHECK FIRST
first_lower = False
if globs['dryrun']:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
first_lower, linestr_orig, linestr_repl = True, "a", "A"
elif run_flag:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
first_lower, linestr_orig, linestr_repl = getConsCase(cur_ref)
PC.report_step(globs, cmds, cmd, "SUCCESS",
"First base: " + linestr_orig[0])
# This first_lower stuff is a hack to deal with bcftools consensus using the case of the first base in the reference fasta to inject variants.
# Possibly resolved: https://github.com/samtools/bcftools/issues/1150#issuecomment-582407490
# Need to test and make sure it is in official release before I remove this hack.
if first_lower:
cmd = "sed -i '2 s/" + linestr_orig + "/" + linestr_repl + "/g' " + cur_ref
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Changing first ref base to upper case",
'outfile': "",
'logfile': "",
'start': False
}
if globs['dryrun']:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
elif run_flag:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
os.system(cmd)
PC.report_step(globs, cmds, cmd, "SUCCESS",
"First base converted to upper case")
# Part of first_lower hack.
exit_flag = PC.runCMD(bcftools_cmd, globs, cmds, True)
# Consensus command
PC.exitCheck(exit_flag, globs)
# End the program if an error is encountered
if first_lower:
cmd = "sed -i '2 s/" + linestr_repl + "/" + linestr_orig + "/g' " + cur_ref
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Reverting case of first ref base",
'outfile': "",
'logfile': "",
'start': False
}
if globs['dryrun']:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
elif run_flag:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
os.system(cmd)
PC.report_step(globs, cmds, cmd, "SUCCESS",
"First base reverted to original case")
if not globs['dryrun']:
first_lower, linestr_orig, linestr_repl = getConsCase(
globs['iter-final-fa'])
cmd = "sed -i '2 s/" + linestr_orig + "/" + linestr_repl + "/g' " + globs[
'iter-final-fa']
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Reverting case of first consensus base",
'outfile': "",
'logfile': "",
'start': False
}
if globs['dryrun']:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
elif run_flag:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
os.system(cmd)
PC.report_step(globs, cmds, cmd, "SUCCESS",
"First base reverted to original case")
# Part of first_lower hack.
globs['consensus-file'] = globs['iter-final-fa']
return cmds, globs
def mapping(globs):
globs = PC.getIterStr(globs)
PC.printWrite(
globs['logfilename'], globs['log-v'], "#\n# " + "=" * 51 +
" ITERATION " + globs['iter-str'] + " STARTING! " + "=" * 50)
globs['iterstarttime'] = PC.report_step(globs, "", start=True)
if globs['iteration'] == 1:
globs['progstarttime'] = globs['iterstarttime']
cmds = {}
cur_ref = PC.getRef(globs)
globs['last-iter'] = False
if globs['iteration'] == globs['num-iters']:
globs['last-iter'] = True
# Iteration prep
globs['iterdir'] = os.path.join(globs['outdir'],
"iter-" + globs['iter-str'])
globs['iterbamdir'] = os.path.join(globs['iterdir'], "bam")
globs['itervcfdir'] = os.path.join(globs['iterdir'], "vcf")
globs['itervcfdir'] = os.path.join(globs['iterdir'], "vcf")
globs['iterfadir'] = os.path.join(globs['iterdir'], "fa")
globs['iterlogdir'] = os.path.join(globs['iterdir'], "logs")
for d in [
globs['iterdir'], globs['iterbamdir'], globs['itervcfdir'],
globs['iterfadir'], globs['iterlogdir']
]:
if not os.path.isdir(d):
if globs['map-only'] and d not in [
globs['iterbamdir'], globs['iterlogdir']
]:
continue
os.makedirs(d)
if globs['last-iter']:
globs['itervcfscaffdir'] = os.path.join(globs['itervcfdir'],
"gvcf-scaff")
globs['itervcflogdir'] = os.path.join(globs['itervcfdir'], "gvcf-logs")
else:
globs['itervcfscaffdir'] = os.path.join(globs['itervcfdir'],
"vcf-scaff")
globs['itervcflogdir'] = os.path.join(globs['itervcfdir'], "vcf-logs")
if not globs['map-only']:
for d in [globs['itervcfscaffdir'], globs['itervcflogdir']]:
if not os.path.isdir(d):
os.makedirs(d)
# Make directories for current iteration
if globs['bam'] and globs['iteration'] == 1:
globs['iter-final-bam-log'] = "NA"
globs['iter-final-bam'] = globs['bam']
else:
if globs['mkdups']:
globs['iter-final-bam-log'] = os.path.join(
globs['iterlogdir'],
"picard-mkdup-iter-" + globs['iter-str'] + ".log")
globs['iter-final-bam'] = os.path.join(
globs['iterbamdir'],
"merged-rg-mkdup-iter-" + globs['iter-str'] + ".bam.gz")
else:
globs['iter-final-bam-log'] = os.path.join(
globs['iterlogdir'],
"picard-merge-bam-iter-" + globs['iter-str'] + ".log")
globs['iter-final-bam'] = os.path.join(
globs['iterbamdir'],
"merged-iter-" + globs['iter-str'] + ".bam.gz")
# If --nomkdup is set, the final BAM file for each iteration should not have the mkdup suffix.
# Final BAM file for this iteration
if globs['last-iter']:
globs['iter-gather-vcf-log'] = os.path.join(
globs['iterlogdir'],
"gatk-gathervcfs-iter-" + globs['iter-str'] + ".log")
globs['iter-gather-vcf'] = os.path.join(
globs['itervcfdir'],
"iter-" + globs['iter-str'] + "-filter.vcf.gz")
if globs['indels']:
globs['iter-final-vcf-log'] = globs['iter-gather-vcf-log']
globs['iter-final-vcf'] = globs['iter-gather-vcf']
else:
globs['iter-final-vcf-log'] = os.path.join(
globs['iterlogdir'],
"gatk-selectsnps-iter-" + globs['iter-str'] + ".log")
globs['iter-final-vcf'] = os.path.join(
globs['itervcfdir'],
"iter-" + globs['iter-str'] + "-filter-snps.vcf.gz")
else:
globs['iter-gather-vcf-log'] = os.path.join(
globs['iterlogdir'],
"gatk-gathervcfs-iter-" + globs['iter-str'] + "-intermediate.log")
globs['iter-gather-vcf'] = os.path.join(
globs['itervcfdir'],
"iter-" + globs['iter-str'] + "-filter-intermediate.vcf.gz")
globs['iter-final-vcf-log'] = os.path.join(
globs['iterlogdir'],
"gatk-selectsnps-iter-" + globs['iter-str'] + "-intermediate.log")
globs['iter-final-vcf'] = os.path.join(
globs['itervcfdir'],
"iter-" + globs['iter-str'] + "-filter-intermediate-snps.vcf.gz")
# Final VCF file for this iteration
if globs['last-iter']:
if globs['indels']:
globs['iter-consensus-log'] = os.path.join(
globs['iterlogdir'],
"bcftools-consensus-iter-" + globs['iter-str'] + "-final.log")
globs['iter-final-chain'] = os.path.join(
globs['iterfadir'],
"iter-" + globs['iter-str'] + "-final.chain")
globs['iter-final-fa'] = os.path.join(
globs['iterfadir'], "iter-" + globs['iter-str'] + "-final.fa")
else:
globs['iter-consensus-log'] = os.path.join(
globs['iterlogdir'], "bcftools-consensus-iter-" +
globs['iter-str'] + "-snps-final.log")
globs['iter-final-chain'] = os.path.join(
globs['iterfadir'],
"iter-" + globs['iter-str'] + "-snps-final.chain")
globs['iter-final-fa'] = os.path.join(
globs['iterfadir'],
"iter-" + globs['iter-str'] + "-snps-final.fa")
if globs['diploid']:
globs['iter-consensus-log'] = globs['iter-consensus-log'].replace(
"-final.log", "-diploid-final.log")
globs['iter-final-chain'] = globs['iter-final-chain'].replace(
"-final.chain", "-diploid-final.chain")
globs['iter-final-fa'] = globs['iter-final-fa'].replace(
"-final.fa", "-diploid-final.fa")
else:
globs['iter-consensus-log'] = os.path.join(
globs['iterlogdir'], "bcftools-consensus-iter-" +
globs['iter-str'] + "-snps-intermediate.log")
globs['iter-final-chain'] = os.path.join(
globs['iterfadir'],
"iter-" + globs['iter-str'] + "-snps-intermediate.chain")
globs['iter-final-fa'] = os.path.join(
globs['iterfadir'],
"iter-" + globs['iter-str'] + "-snps-intermediate.fa")
# Final FASTA files for this iteration
# Output files for current iteration
if globs['iteration'] == 1:
cmds = piref.indexCheck(globs['ref'], globs, cmds)
cmds = piref.getScaffs(globs['ref'], globs, cmds)
# Check that all index files have been created and get the scaffold IDs from the reference FASTA
if globs['bam'] and globs['iteration'] == 1:
do_mapping = False
elif globs['resume']:
do_mapping = PC.prevCheck(globs['iter-final-bam'],
globs['iter-final-bam-log'], globs)
else:
do_mapping = True
if do_mapping:
do_varcalling = True
elif globs['resume']:
do_varcalling = PC.prevCheck(globs['iter-final-vcf'],
globs['iter-final-vcf-log'], globs)
else:
do_varcalling = True
if do_varcalling:
do_consensus = True
elif globs['resume']:
do_consensus = PC.prevCheck(globs['iter-final-fa'],
globs['iter-consensus-log'], globs)
else:
do_consensus = True
# CHECK WHICH STEPS WE NEED TO PERFORM
statstr = "EXECUTING"
if globs['resume']:
statstr = "RESUME"
if globs['dryrun']:
statstr = "DRYRUN"
# Status for the main step reports
if globs['iteration'] != 1:
cmds = piref.indexFa(globs, cmds, cur_ref)
else:
if globs['in-vcf']:
PC.report_step(
globs, cmds, "NA--00 Reading input VCF", statstr,
"Reading input SNPs to ignore during variant calling.")
if not globs['dryrun']:
globs['filter-sites'] = PC.readVCF(globs['in-vcf'])
# If a VCF file has been provided to filter SNPs with -vcf, read those SNPs here. This is slow, meant for a small number of SNPs
# in small genomes only.
# INDEX FASTA IF NOT FIRST ITERATION
if do_mapping:
PC.report_step(globs, cmds, "NA--01 Read mapping", statstr,
"Mapping reads and post-processing.")
PC.report_step(globs, cmds, "NA--01 Read mapping", statstr,
"Getting read groups.")
pimap.getRG(globs)
if globs['mapper'] == "bwa":
bamfiles, cmds = pimap.BWA(globs, cmds, cur_ref)
# If --mapper is bwa
if globs['mapper'] == "hisat2":
bamfiles, cmds = pimap.hisat2(globs, cmds, cur_ref)
# If --mapper is hisat2
# READ MAPPING
#rg_bamfile, cmds = varprep.addRG(globs, cmds, bamfiles);
# ADD READ GROUPS
merged_bamfile, cmds = pimap.mergeBam(globs, cmds, bamfiles)
# MERGE BAM FILES also sorts
if globs['mkdups']:
cmds = pimap.markDups(globs, cmds, merged_bamfile)
# MARK DUPLICATES
elif globs['bam'] and globs['iteration'] == 1:
PC.report_step(
globs, cmds, "NA--01 Read mapping", "BAM",
"initial BAM file provided, skipping all mapping steps: " +
globs['iter-final-bam'])
else:
PC.report_step(
globs, cmds, "NA--01 Read mapping", "RESUME",
"previous processed BAM file found, skipping all mapping steps: " +
globs['iter-final-bam'])
## READ MAPPING STEPS
#cmds = varprep.indexBAM(globs, cmds);
# INDEX BAM FILE
# Now done during MarkDuplicates
if globs['map-only']:
PC.report_step(
globs, cmds, "NA--04 Iteration cleanup", statstr,
"Removing intermediate files based on --keep* options.")
cmds = cleanUp(globs, cmds)
PC.printWrite(
globs['logfilename'], globs['log-v'], "#\n# " + "=" * 51 +
" ITERATION " + globs['iter-str'] + " COMPLETE! " + "=" * 50)
PC.report_step(globs, "", end=True)
globs['iteration'] += 1
return globs
# This stops the program after the first iteration of mapping if --maponly is set.
if do_varcalling:
PC.report_step(globs, cmds, "NA--02 Variant calling", statstr,
"Calling and post-processing variants.")
cmds = varcall.haplotypeCaller(globs, cmds, cur_ref,
globs['iter-final-bam'])
# HAPLOTYPECALLER
if globs['last-iter']:
cmds = varcall.genotypeGVCFs(globs, cmds, cur_ref)
# GENOTYPE GVCFS FOR LAST ITER
# if not globs['last-iter'] or (globs['last-iter'] and not globs['indels']):
# cmds = varpost.selectSNPs(globs, cmds);
# SELECT SNPs if it is not the last iteration, or if it is and the final output should not contain indels
cmds = varpost.varFilter(globs, cmds, cur_ref)
# FILTER VCFs
if globs['in-vcf']:
varpost.varFilterManual(globs, cmds)
# If a vcf file has been provided for filtering SNPs with -vcf, do that filtering here.
cmds = varpost.gatherVCFs(globs, cmds)
# COMBINE VCF
cmds = varpost.indexVCF(globs, cmds, globs['iter-gather-vcf'])
# INDEX VCF
else:
PC.report_step(
globs, cmds, "NA--02 Variant calling", "RESUME",
"previous processed VCF file found, skipping all variant calling steps: "
+ globs['iter-final-vcf'])
## VARIANT CALLING STEPS
if do_consensus:
PC.report_step(globs, cmds, "NA--03 Consensus generation", statstr,
"Generating consensus FASTA.")
if globs['last-iter']:
mask_bedfile, cmds = con.getMask(globs, cmds,
globs['iter-gather-vcf'])
# GET MASK SITES
cur_ref, cmds = con.maskFa(globs, cmds, mask_bedfile, cur_ref)
# MASK PREVIOUS REFERENCE
if not globs['last-iter'] or (globs['last-iter']
and not globs['indels']):
cmds = varpost.selectSNPs(globs, cmds, globs['iter-gather-vcf'])
# SELECT SNPs FROM VCF IF IT IS NOT THE LAST ITERATION OR IF --noindels IS SET
cmds = varpost.indexVCF(globs, cmds, globs['iter-final-vcf'])
# INDEX FINAL VCF
cmds, globs = con.genConsensus(globs, cmds, globs['iter-final-vcf'],
cur_ref)
# GENERATE CONSENSUS
else:
PC.report_step(
globs, cmds, "NA--03 Consensus generation", "RESUME",
"previous processed consensus FASTA file found, skipping all consensus generation steps: "
+ globs['iter-final-fa'])
globs['consensus-file'] = globs['iter-final-fa']
## CONSENSUS STEPS
PC.report_step(globs, cmds, "NA--04 Iteration cleanup", statstr,
"Removing intermediate files based on --keep* options.")
cmds = cleanUp(globs, cmds)
PC.printWrite(
globs['logfilename'], globs['log-v'], "#\n# " + "=" * 51 +
" ITERATION " + globs['iter-str'] + " COMPLETE! " + "=" * 50)
PC.report_step(globs, "", end=True)
globs['iteration'] += 1
return globs
def cleanUp(globs, cmds):
i = globs['iter-str']
prev_i = str(int(i) - 1)
if len(prev_i) == 1:
prev_iter = "0" + prev_i
possible_map_files = {
'iter-' + i + "-dupmets.txt": 2,
"merged-iter-" + i + ".bam.gz": 2,
"merged-rg-iter-" + i + ".bam.gz": 2,
"merged-rg-mkdup-iter-" + i + ".bam.gz": 1,
"merged-rg-mkdup-iter-" + i + ".bam.gz.bai": 1,
"pe-iter-" + i + ".bam.gz": 2,
"pem-iter-" + i + ".bam.gz": 2,
"se-iter-" + i + ".bam.gz": 2
}
possible_vcf_files = {
"vcf-scaff": 2,
"gvcf-scaff": 2,
"iter-" + i + "-filter-intermediate.vcf.gz": 2,
"iter-" + i + "-filter-intermediate.vcf.gz.tbi": 2,
"iter-" + i + "-filter-intermediate-snps.vcf.gz": 1,
"iter-" + i + "-filter-intermediate-snps.vcf.gz.tbi": 1,
"iter-" + i + "-gathervcfs-params.txt": 2,
"iter-" + i + "-filter.vcf.gz": 1,
"iter-" + i + "-filter.vcf.gz.tbi": 1,
"iter-" + i + "-filter-snps.vcf.gz": 1,
"iter-" + i + "-filter-snps.vcf.gz.tbi": 1
}
possible_fa_files = [
"iter-" + prev_i + "-masked.fa", "iter-" + prev_i + "snps-masked.fa",
"iter-" + i + "-snps-intermediate.dict",
"iter-" + i + "-snps-intermediate.fa",
"iter-" + i + "-snps-intermediate.fa.amb",
"iter-" + i + "-snps-intermediate.fa.ann",
"iter-" + i + "-snps-intermediate.fa.bwt",
"iter-" + i + "-snps-intermediate.fa.fai",
"iter-" + i + "-snps-intermediate.fa.pac",
"iter-" + i + "-snps-intermediate.fa.sa"
]
if globs['last-iter'] and globs['keeplevel'] == 0:
globs['keeplevel'] = 1
for f in possible_map_files:
if possible_map_files[f] > globs['keeplevel']:
full_f = os.path.join(globs['iterbamdir'], f)
if os.path.isfile(full_f):
cmd = "os.remove(" + full_f + ")"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Removing file",
'outfile': "",
'logfile': "",
'start': False
}
if globs['dryrun']:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
else:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
os.remove(full_f)
for f in possible_vcf_files:
if possible_vcf_files[f] > globs['keeplevel']:
full_f = os.path.join(globs['itervcfdir'], f)
if os.path.isfile(full_f):
cmd = "os.remove(" + full_f + ")"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Removing file",
'outfile': "",
'logfile': "",
'start': False
}
if globs['dryrun']:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
else:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
os.remove(full_f)
elif os.path.isdir(full_f):
cmd = "shutil.rmtree(" + full_f + ")"
cmds[cmd] = {
'cmd-num': PC.getCMDNum(globs, len(cmds)),
'desc': "Removing directory",
'outfile': "",
'logfile': "",
'start': False
}
if globs['dryrun']:
PC.report_step(globs, cmds, cmd, "DRYRUN", cmd)
else:
PC.report_step(globs, cmds, cmd, "EXECUTING", cmd)
shutil.rmtree(full_f)
return cmds
def haplotypeCaller(globs, cmds, cur_ref, dup_bamfile):
# Run HaplotypeCaller for each scaffold.
gatk_cmds = {}
for scaff in globs['scaffolds']:
cur_logfile = os.path.join(
globs['itervcflogdir'], "gatk-haplotypcaller-" + scaff + "-iter-" +
globs['iter-str'] + ".log")
if globs['last-iter']:
vcffile = os.path.join(
globs['itervcfscaffdir'],
scaff + "-iter-" + globs['iter-str'] + ".gvcf.gz")
else:
vcffile = os.path.join(
globs['itervcfscaffdir'],
scaff + "-iter-" + globs['iter-str'] + ".vcf.gz")
gatk_cmd = globs[
'gatk-path'] + " HaplotypeCaller -R " + cur_ref + " -I " + dup_bamfile + " -L \"" + scaff + "\" -stand-call-conf 30 --native-pair-hmm-threads " + str(
globs['gatk-t'])
if globs['last-iter']:
gatk_cmd += " -ERC GVCF"
# The final iteration outputs GVCFs to properly emit all sites
gatk_cmd += " -O " + vcffile
cmd_num = PC.getCMDNum(globs, len(cmds))
cmds[gatk_cmd] = {
'cmd-num': cmd_num,
'desc': "HaplotypeCaller " + scaff,
'outfile': vcffile,
'logfile': cur_logfile,
'start': False
}
gatk_cmds[gatk_cmd] = {
'cmd-num': cmd_num,
'desc': "HaplotypeCaller " + scaff,
'outfile': vcffile,
'logfile': cur_logfile,
'start': False
}
if globs['dryrun']:
cmd_num = PC.getCMDNum(globs, len(cmds))
gatk_skeleton_cmd = globs[
'gatk-path'] + " HaplotypeCaller -R <reference fasta> -I <BAM file> -L \"<scaffold>\" -stand-call-conf 30 --native-pair-hmm-threads " + str(
globs['gatk-t'])
if globs['last-iter']:
gatk_skeleton_cmd += " -ERC GVCF"
# The final iteration outputs GVCFs to properly emit all sites
gatk_skeleton_cmd += " -O <vcf file>"
cmds[gatk_skeleton_cmd] = {
'cmd-num': cmd_num,
'desc':
str(globs['gatk-procs']) + " HaplotypeCaller procs in parallel",
'outfile': "",
'logfile': "",
'start': False
}
PC.report_step(globs, cmds, gatk_skeleton_cmd, "DRYRUN",
gatk_skeleton_cmd)
else:
pool = mp.Pool(processes=globs['gatk-procs'])
for exit_flag in pool.starmap(PC.runCMD, ((gatk_cmd, globs, cmds, True)
for gatk_cmd in gatk_cmds)):
if exit_flag:
pool.terminate()
globs['exit-code'] = 1
PC.endProg(globs)
pool.terminate()
return cmds
