Created
March 18, 2013 17:10
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perdiction in python
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import sys,string | |
from numpy import * | |
from matplotlib import * | |
#read sequences | |
#sequences are stored in many lines | |
f=open(sys.argv[1], 'r') | |
seq=[] | |
for line in f.readlines(): | |
seq.append(string.strip(line)); | |
def delta(l,m): | |
delta=0; | |
if l=='A' and m=='U': | |
return 1; | |
elif l=='U' and m=='A': | |
return 1; | |
elif l=='G' and m=='C': | |
return 1; | |
elif l=='C' and m=='G': | |
return 1; | |
else: | |
return 0; | |
def buildDP(seq): | |
L=len(seq); | |
s=zeros((L,L)); | |
for n in xrange(1,L): | |
for j in xrange(n,L): | |
i=j-n; | |
case1=s[i+1,j-1]+delta(seq[i],seq[j]); | |
case2=s[i+1,j]; | |
case3=s[i,j-1]; | |
if i+3<=j: | |
tmp=[]; | |
for k in xrange(i+1,j): | |
tmp.append(s[i,k]+s[k+1,j]); | |
case4=max(tmp); | |
s[i,j]=max(case1,case2,case3,case4); | |
else: | |
s[i,j]=max(case1,case2,case3); | |
return s; | |
def traceback(s,seq,i,j,pair): | |
if i<j: | |
if s[i,j]==s[i+1,j]: | |
traceback(s,seq,i+1,j,pair); | |
elif s[i,j]==s[i,j-1]: | |
traceback(s,seq,i,j-1,pair); | |
elif s[i,j]==s[i+1,j-1]+delta(seq[i],seq[j]): | |
pair.append([i,j,str(seq[i]),str(seq[j])]); | |
traceback(s,seq,i+1,j-1,pair); | |
else: | |
for k in xrange(i+1,j): | |
if s[i,j]==s[i,k]+s[k+1,j]: | |
traceback(s,seq,i,k,pair); | |
traceback(s,seq,k+1,j,pair); | |
break; | |
return pair; | |
for q in xrange(0,len(seq)): | |
pair=traceback(buildDP(seq[q]),seq[q],0,len(seq[q])-1,[]) | |
print "max # of folding pairs: ",len(pair); | |
for x in xrange(0,len(pair)): | |
print '%d %d %s==%s' % (pair[x][0],pair[x][1],pair[x][2],pair[x][3]); | |
print "---"; |
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