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#!/usr/bin/python3
################################################################
# copyright (c) 2016 by William R. Pearson and The Rector &
# Visitors of the University of Virginia */
################################################################
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under this License is distributed on an "AS
# IS" BASIS, WITHOUT WRRANTIES OR CONDITIONS OF ANY KIND, either
# express or implied. See the License for the specific language
# governing permissions and limitations under the License.
################################################################
import sys
import os
import argparse
import subprocess
import re
# python re-write of psisearch2_msa.pl
#
# logic:
# (1) do initial search
# (2) use results of initial search to produce MSA/PSSM for next search
# (3) do PSSM search
# (4) use results of PSSM search to produce MSA/PSSM for iterative step 3
#
################
#
# command:
# psisearch2_msa.py --query query_file --db database --num_iter N --pssm_evalue 0.002 --no_msa --int_mask none/query/random --end_mask none/query/random --tmp_dir results/ --domain --align --suffix M8CB --pgm ssearch/psiblast --prev_m89res pre_iter.out --this_iter # --num_iter #
#
################
################
# locations of required programs:
# (1) m89_btop_msa2.pl
# (2) ssearch
# (3) NCBI blast+ programs: psiblast/makeblastdb
# (4) NCBI datatool (required only for ssearch36 PSSMs)
pgm_bin = "/usr/bin"
pgm_data = "/seqprg/data"
ssearch_bin = pgm_bin+"/ssearch36"
psiblast_bin = pgm_bin+"/psiblast"
makeblastdb_bin = pgm_bin+"/makeblastdb"
datatool_bin = "%s/datatool -m %s/NCBI_all.asn" % (pgm_bin,pgm_data)
align2msa_lib = "m89_btop_msa2.pl"
clustal2fasta = "clustal2fasta.py"
annot_cmds = {'rpd3': '"!/usr/share/fasta3/scripts/ann_pfam28.pl --pfacc --db RPD3 --vdoms --split_over"',
'rpd3nv':'"!/usr/share/fasta3/scripts/ann_pfam28.pl --pfacc --db RPD3 --split_over"',
'pfam':'"!/usr/share/fasta3/scripts/ann_pfam30.pl --pfacc --vdoms --split_over"'}
num_iter = 5
srch_pgm = 'ssearch'
rm_flag = 0
quiet = 0
################
# log_system()
# run system on string, logging first if args.error_log
#
def log_system (cmd, error_log):
if (error_log) :
sys.stderr.write(cmd+"\n")
subprocess.call(cmd, shell=True)
# print cmd
################
# sub get_ssearch_cmd()
# builds an ssearch command line with query, db, and pssm
#
def get_ssearch_cmd(query_file, db_file, pssm_file, args) :
search_cmd = '%s -S -m 8CB -d 0 -E "%f 0" -s BP62' % (ssearch_bin, args.srch_evalue)
if (args.annot_type) :
search_cmd += " -V %s" % (annot_cmds[args.annot_type])
if (pssm_file) :
search_cmd += ' -P "%s 2"' % (pssm_file)
search_cmd += " %s %s" % (query_file, db_file)
return search_cmd
################
# sub get_psiblast_cmd()
# builds an ssearch command line with query, db, and pssm
#
def get_psiblast_cmd(query_file, db_file, pssm_file, args) :
search_cmd = "%s -num_threads 4 -max_target_seqs 5000 -outfmt '7 qseqid sseqid pident length mismatch gapopen qstart qend sstart send evalue bitscore score btop' -inclusion_ethresh %f -evalue %f -num_iterations 1 -db %s" % (psiblast_bin, args.pssm_evalue, args.srch_evalue, db_file)
if (pssm_file) :
search_cmd += " -in_pssm %s" % (pssm_file)
else :
search_cmd += " -query %s" % (query_file)
return search_cmd
################
# sub build_msa_pssm()
#
# given query, search output file (this_file_out), prev_boundary_file
# uses m89_btop_msa2.pl to generate PSSM in .asntxt or .asnbin format, also bound_file_out if align_flag
# (later - optionally deletes intermediate files)
#
# always produce a bound_file_out file to test for convergence
#
def build_msa_pssm(query_file, this_file_out,prev_bound_in, prev_sel_res, error_log) :
(this_msa, this_hit_db, this_pssm_asntxt, this_pssm_asnbin, this_psibl_out, this_bound_out) = (this_file_out+".msa",this_file_out+".hit_db",this_file_out+".asntxt",this_file_out+".asnbin",this_file_out+".psibl_out",this_file_out+".bnd_out")
blastdb_err = this_file_out+".mkbldb_err"
aln2msa_cmd = "%s --query %s --masked_lib_out=%s" % (align2msa_lib, query_file, this_hit_db)
if (prev_sel_res) :
aln2msa_cmd += " --sel_res %s" % (prev_sel_res)
else:
aln2msa_cmd += " --evalue %f" % (args.pssm_evalue)
if (args.int_mask) :
aln2msa_cmd += " --int_mask_type %s" % (args.int_mask)
if (args.end_mask) :
aln2msa_cmd += " --end_mask_type %s" % (args.end_mask)
if (args.dom_flag) :
aln2msa_cmd += " --domain"
if (args.align_flag and args.prev_bound_in) :
aln2msa_cmd += " --bound_file_in %s" %(args.prev_bound_in)
if (args.m_format):
aln2msa_cmd += " --m_format %s" % (args.m_format)
# always produce this file to check for convergence
aln2msa_cmd += " --bound_file_out %s" % (this_bound_out)
log_system("%s %s > %s"%(aln2msa_cmd, this_file_out, this_msa), error_log)
makeblastdb_cmd = "%s -in %s -dbtype prot -parse_seqids > %s" % (makeblastdb_bin, this_hit_db, blastdb_err)
log_system(makeblastdb_cmd, error_log)
buildpssm_cmd = "%s -max_target_seqs 5000 -outfmt 7 -inclusion_ethresh 100.0 -in_msa %s -db %s -out_pssm %s -num_iterations 1 -save_pssm_after_last_round" % (psiblast_bin, this_msa, this_hit_db, this_pssm_asntxt)
log_system("%s > %s 2> %s.err" % (buildpssm_cmd, this_psibl_out, this_psibl_out), error_log)
log_system("rm %s.p* %s" % (this_hit_db,blastdb_err), error_log)
# remove uninformative error logs
if (not error_log) :
log_system("rm "+this_psibl_out+".err ",error_log)
if (srch_pgm != 'psiblast') :
asn2asn_cmd = "%s -v %s -e %s" % (datatool_bin, this_pssm_asntxt, this_pssm_asnbin)
log_system(asn2asn_cmd, error_log)
return (this_pssm_asnbin, this_bound_out)
else :
return (this_pssm_asntxt, this_bound_out)
################
# sub pssm_from_msa
# read multiple sequence alignment, produce pssm file
#
def pssm_from_msa(query_file, msa_file, error_log):
this_file_out = query_file
this_hit_db = this_file_out+".hit_db"
this_pssm_asntxt = this_file_out+".asntxt"
this_pssm_asnbin = this_file_out+".asnbin"
this_psibl_out = this_file_out+".psibl_out"
this_bound_out = this_file_out+".bnd_out"
blastdb_err = this_file_out + ".mkbldb_err"
clus2fa_cmd = "%s %s > %s" % (clustal2fasta, msa_file, this_hit_db)
log_system(clus2fa_cmd, error_log);
makeblastdb_cmd = "%s -in %s -dbtype prot -parse_seqids > %s" % (makeblastdb_bin, this_hit_db, blastdb_err);
log_system(makeblastdb_cmd, error_log);
built_pssm_cmd = "%s -max_target_seqs 5000 -outfmt 7 -inclusion_ethresh 100.0 -in_msa %s -db %s -out_pssm %s -num_iterations 1 -save_pssm_after_last_round" % (psiblast_bin, msa_file, this_hit_db, this_pssm_asntxt)
log_system("%s > %s 2> %s.err" % (buildpssm_cmd, this_psibl_out, this_psibl_out), error_log)
log_system("rm %s.p* %s" % (this_hit_db,blastdb_err), error_log)
# remove uninformative error logs
if (not error_log):
log_system("rm %s.err" % (this_psibl_out), error_log)
if (srch_pgm != 'psiblast'):
asn2asn_cmd = "%s -v %s -e %s" % (datatool_bin, this_pssm_asntxt, this_pssm_asnbin)
log_system(asn2asn_cmd, error_log);
return this_pssm_asnbin
else:
return this_pssm_asntxt
################
# sub has_converged()
# reads two boundary files and compares accessions
#
def has_converged(file1, file2) :
if (not file1 or not file2):
return 0
f1_names = []
f2_names = []
with open(file1) as fd:
for line in fd:
line = line.rstrip('\n')
fields = line.split('\t')
f1_names.append(fields[0])
with open(file2) as fd:
for line in fd:
line = line.rstrip('\n')
fields = line.split('\t')
f2_names.append(fields[0])
# check for same length
if (len(f1_names) != len(f2_names)) :
return 0
f1_names.sort()
f2_names.sort()
for i,v in enumerate(f1_names) :
if (f2_names[i] != v) :
return 0
return 1
# main()
srch_subs = {'ssearch' : get_ssearch_cmd,
'psiblast': get_psiblast_cmd}
arg_parse = argparse.ArgumentParser(description='Iterative search with SSEARCH/PSIBLAST')
arg_parse.add_argument('--query', dest='query_file', action='store',help='query sequence file')
arg_parse.add_argument('--sequence', dest='query_file', action='store',help='query sequence file')
arg_parse.add_argument('--db', dest='db_file', action='store',help='sequence database name')
arg_parse.add_argument('--database', dest='db_file', action='store',help='sequence database name')
arg_parse.add_argument('--dir', dest='tmp_dir', action='store',help='directory for result and tmp_file output')
arg_parse.add_argument('--pssm_evalue', dest='pssm_evalue', default=0.002, type=float, action='store',help='E()-value threshold for inclusion in PSSM')
arg_parse.add_argument('--search_evalue', dest='srch_evalue', default=5.0, type=float, action='store',help='E()-value threshold for search display')
arg_parse.add_argument('--m_format', dest='m_format', action='store',help='input result format m8 [def] or m9')
arg_parse.add_argument('--annot_db', dest='annot_type', action='store',help='source of domain annotations')
arg_parse.add_argument('--suffix', dest='suffix', action='store',help='suffix for result output')
arg_parse.add_argument('--out_name', dest='file_out', action='store',help='result file name')
arg_parse.add_argument('--num_iter', dest='num_iter', default=5, type=int, action='store',help='number of iterations to run')
arg_parse.add_argument('--in_pssm', dest='prev_pssm', action='store',help='initial PSSM')
arg_parse.add_argument('--in_bounds', dest='prev_bound_in', type=str, action='store',help='initial boundaries')
arg_parse.add_argument('--domain', dest='dom_flag', action='store_true',help='use domain annotations')
arg_parse.add_argument('--align', dest='align_flag', default=0, action='store_true',help='use alignment boundaries')
arg_parse.add_argument('--pgm', dest='srch_pgm', action='store',default='ssearch',help='search program: ssearch/psiblast')
arg_parse.add_argument('--query_seed', dest='query_mask', action='store_true',help='use query seeding')
arg_parse.add_argument('--prev_m89res', dest='prev_m89res', action='store', help='prevous iteration result')
arg_parse.add_argument('--prev_msa', dest='prev_msa', action='store', help='prevous MSA')
arg_parse.add_argument('--sel_res', dest='prev_sel_res', action='store', help='selected accession file')
arg_parse.add_argument('--this_iter', dest='this_iter', help='this iteration number',type=int)
arg_parse.add_argument('--int_seed', dest='int_mask', action='store',default='none',help='sequence masking: none/query/random')
arg_parse.add_argument('--end_seed', dest='end_mask', action='store',default='none',help='sequence masking: none/query/random')
arg_parse.add_argument('--int_mask', dest='int_mask', action='store',default='none',help='sequence masking: none/query/random')
arg_parse.add_argument('--end_mask', dest='end_mask', action='store',default='none',help='sequence masking: none/query/random')
arg_parse.add_argument('--save_list', dest='tmp_file_list', action='store',help='temporary extensions saved')
arg_parse.add_argument('--save_all', dest='save_all', action='store_true',help='save all temporary files')
arg_parse.add_argument('--delete_all', dest='delete_tmp', action='store_true',help='delete all temporary files')
arg_parse.add_argument('--delete_bnd', dest='delete_bnd', action='store_true',help='delete boundary temporary file')
arg_parse.add_argument('--use_stdout', dest='use_stdout', action='store_true',help='send results to stdout',default=False)
arg_parse.add_argument('--errors', dest='error_log', action='store_true', help='log errors', default=False)
arg_parse.add_argument('--quiet', dest='quiet', action='store_true',help='fewer messages')
arg_parse.add_argument('-Q', dest='quiet', action='store_true',help='fewer messages')
args = arg_parse.parse_args()
pgm_command = "# "+" ".join(sys.argv);
if (args.error_log) :
sys.stderr.write('pgm_command\n')
if (args.quiet) :
quiet = args.quiet
if (args.srch_pgm) :
srch_pgm = args.srch_pgm
if (not quiet) :
print(pgm_command)
del_file_ext = ["msa","psibl_out","hit_db","asntxt","asnbin"]
if (re.match('psiblast',srch_pgm)) :
del_file_ext.pop()
if (args.query_mask) :
if (args.int_mask == 'none') :
args.int_mask = 'query'
if (args.end_mask == 'none') :
args.end_mask = 'query'
this_iter = 1
if (args.this_iter):
this_iter = args.this_iter
delete_bnd = args.delete_bnd
if (args.delete_tmp) :
delete_bnd = 1
elif (args.save_all) :
delete_file_ext = ()
args.tmp_file_list = ''
delete_bnd = 0
save_file_ext = {}
if (args.tmp_file_list) :
new_del_file_ext = []
for ext in re.split(",\s*",args.tmp_file_list) :
save_file_ext[ext] = 1
for ext in del_file_ext :
if (not (ext in save_file_ext)):
new_del_file_ext.append(ext)
del_file_ext = new_del_file_ext[:]
query_pref = query_file = args.query_file
m = re.search(r'([\w\.]+)$',str(args.query_file))
query_pref = m.groups()[0]
if (not args.file_out) :
file_out = query_pref
else :
file_out = args.file_out
this_file_out = this_file_pref = file_out+".it"+str(this_iter)
if (args.suffix) :
this_file_out = this_file_pref+"."+args.suffix
if (args.tmp_dir) :
this_file_out = args.tmp_dir+"/"+this_file_out
prev_bound_in = ''
if (args.prev_bound_in):
prev_bound_in = args.prev_bound_in
####
# parse output to build PSSM
# generate output filenames
first_iter = 0
del_err_files = []
# do the first search
if (not (args.prev_m89res or args.prev_msa)):
search_str = srch_subs[srch_pgm](args.query_file, args.db_file, args.prev_pssm, args)
if (not args.use_stdout):
log_system(search_str+" > "+this_file_out+" 2> "+this_file_out+".err", args.error_log)
else:
log_system(search_str + " 2> "+this_file_out+".err", args.error_log)
del_err_files.append(this_file_out+".err")
first_iter += 1
elif (args.prev_m89res):
this_file_out = args.prev_m89res
elif (args.prev_msa):
# build a PSSM, do a search, up the iteration count
prev_pssm = pssm_from_msa(query_file, prev_msa, args.error_log)
search_str = srch_subs[srch_pgm](args.query_file, args.db_file, args.prev_pssm, args)
if (not args.use_stdout):
log_system(search_str + "> " + this_file_out + " 2> " + this_file_out + ".err", args.error_log);
else:
log_system(search_str + " 2> " + this_file_out + ".err");
del_err_files.append(this_file_out+".err")
first_iter += 1
it=first_iter
# now have necessary files for next iteration
while (it < args.num_iter) :
(this_pssm, this_bound_out) = build_msa_pssm(args.query_file, this_file_out, prev_bound_in, args.prev_sel_res, args.error_log)
prev_file_out = this_file_out
args.prev_sel_res = ''
iter_val = this_iter + it
prev_pssm = this_pssm
####
# build filename for this iteration
this_file_out = this_file_pref = "%s.it%d" % (file_out,iter_val)
if (args.suffix) :
this_file_out = this_file_pref+"."+args.suffix
if (args.tmp_dir) :
this_file_out = args.tmp_dir+"/"+this_file_out
search_str = srch_subs[srch_pgm](args.query_file, args.db_file, prev_pssm, args)
log_system("%s > %s 2> %s" % (search_str,this_file_out,this_file_out+".err"), args.error_log)
del_err_files.append(this_file_out+".err")
if (len(del_file_ext)):
del_file_list = [ prev_file_out+'.'+ext for ext in del_file_ext]
log_system('rm '+' '.join(del_file_list),args.error_log)
if (has_converged(prev_bound_in, this_bound_out)) :
if (not quiet) :
sys.stderr.write(" %s %s %s %s converged (%d iterations)\n" % (sys.argv[0], srch_pgm, query_file, args.db_file, it))
# if (len(del_file_ext)):
# del_file_list = [ prev_file_out+'.'+ext for ext in del_file_ext]
# log_system('rm '+' '.join(del_file_list),args.error_log)
if (delete_bnd) :
log_system("rm "+prev_bound_in,args.error_log)
exit(0)
if (delete_bnd) :
log_system("rm "+prev_bound_in,args.error_log)
prev_bound_in = this_bound_out
it += 1
if (len(del_err_files)):
log_system('rm '+' '.join(del_err_files),args.error_log)
# if (len(del_file_ext)):
# del_file_list = [ prev_file_out+'.'+ext for ext in del_file_ext]
# log_system('rm '+' '.join(del_file_list),args.error_log)
if (delete_bnd):
log_system("rm "+this_bound_out,args.error_log)
if (not quiet) :
sys.stderr.write(" %s %s %s %s finished (%d iterations)\n" % (sys.argv[0], srch_pgm, query_file, args.db_file, it))
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