Files
galaxy/tools/regVariation/substitution_rates.py
T

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3.9 KiB
Python

#! /usr/bin/python
#guruprasad Ananda
"""
Estimates substitution rates from pairwise alignments using JC69 model.
"""
from galaxy import eggs
from galaxy.tools.util.galaxyops import *
from galaxy.tools.util import maf_utilities
import bx.align.maf
import sys, fileinput
def stop_err(msg):
sys.stderr.write(msg)
sys.exit()
if len(sys.argv) < 3:
stop_err("Incorrect number of arguments.")
inp_file = sys.argv[1]
out_file = sys.argv[2]
fout = open(out_file, 'w')
int_file = sys.argv[3]
if int_file != "None": #The user has specified an interval file
dbkey_i = sys.argv[4]
chr_col_i, start_col_i, end_col_i, strand_col_i = parse_cols_arg( sys.argv[5] )
def rateEstimator(block):
global alignlen, mismatches
src1 = block.components[0].src
sequence1 = block.components[0].text
start1 = block.components[0].start
end1 = block.components[0].end
len1 = int(end1)-int(start1)
len1_withgap = len(sequence1)
mismatch = 0.0
for seq in range (1,len(block.components)):
src2 = block.components[seq].src
sequence2 = block.components[seq].text
start2 = block.components[seq].start
end2 = block.components[seq].end
len2 = int(end2)-int(start2)
for nt in range(len1_withgap):
if sequence1[nt] not in '-#$^*?' and sequence2[nt] not in '-#$^*?': #Not a gap or masked character
if sequence1[nt].upper() != sequence2[nt].upper():
mismatch += 1
if int_file == "None":
p = mismatch/min(len1,len2)
print >>fout, "%s\t%s\t%s\t%s\t%s\t%s\t%d\t%d\t%.4f" %(src1,start1,end1,src2,start2,end2,min(len1,len2),mismatch,p)
else:
mismatches += mismatch
alignlen += min(len1,len2)
def main():
skipped = 0
not_pairwise = 0
if int_file == "None":
try:
maf_reader = bx.align.maf.Reader( open(inp_file, 'r') )
except:
stop_err("Your MAF file appears to be malformed.")
print >>fout, "#Seq1\tStart1\tEnd1\tSeq2\tStart2\tEnd2\tL\tN\tp"
for block in maf_reader:
if len(block.components) != 2:
not_pairwise += 1
continue
try:
rateEstimator(block)
except:
skipped += 1
else:
index, index_filename = maf_utilities.build_maf_index( inp_file, species = [dbkey_i] )
if index is None:
print >> sys.stderr, "Your MAF file appears to be malformed."
sys.exit()
win = NiceReaderWrapper( fileinput.FileInput( int_file ),
chrom_col=chr_col_i,
start_col=start_col_i,
end_col=end_col_i,
strand_col=strand_col_i,
fix_strand=True)
species=None
mincols = 0
global alignlen, mismatches
for interval in win:
alignlen = 0
mismatches = 0.0
src = "%s.%s" % ( dbkey_i, interval.chrom )
for block in maf_utilities.get_chopped_blocks_for_region( index, src, interval, species, mincols ):
if len(block.components) != 2:
not_pairwise += 1
continue
try:
rateEstimator(block)
except:
skipped += 1
if alignlen:
p = mismatches/alignlen
else:
p = 'NA'
interval.fields.append(str(alignlen))
interval.fields.append(str(mismatches))
interval.fields.append(str(p))
print >>fout, "\t".join(interval.fields)
#num_blocks += 1
if not_pairwise:
print "Skipped %d non-pairwise blocks" %(not_pairwise)
if skipped:
print "Skipped %d blocks as invalid" %(skipped)
if __name__ == "__main__":
main()