mat_rnn_run.py

from sortedcontainers import SortedList
import time 
from mat_rnn2 import rnn

strs = ['RNUSSLSTGNNZOMSOMSNMTAOOKPPSXWNLTC',
'RNYSSCSTGNNZOMOOMONMTAOSKPXSXKNLTC',
'ROPSSLSRRNPPOOHOOHNOIANTKNZSZMNODC',
'ROXSSCSRINPXOOMOOMNORANTKNZSZHNOQC',
'RPOSQNSRRNPPONIONINOIAOSKPXSWPNODC',
'RPSSQNSRINPXONRONRNORAOOKPPSWXNOQC',
'RNUSOLSTGNNZOHSOHSNHTASOKXPSPWNCTC',
'RNYSOCSTGNNZOHOOHONHTASSKXXSPKNCTC',
'ROPSNQSRRNPPOINOINNIOASOKXPSPWNDOC',
'ROXSNDSRINPXOINOINNISASSKXXSPKNDSC',
'RPOSLSSRRNPPOHOOHONIOATNKZNSMZNDOC',
'RPSSLOSRINPXOHSOHSNISATNKZNSMZNDSC',
'RSPSOLSIRNXPOSHOSHNSIANTKNZSZMNSDC',
'RSXSOCSIINXXOSMOSMNSRANTKNZSZHNSQC',
'RSPSNQSIRNXPORNORNNROAOOKPPSXWNQOC',
'RSXSNDSIINXXORNORNNRSAOSKPXSXKNQSC',
'RUNSLSSGTNZNOSMOSMNTMAOOKPPSWXNTLC',
'RUNSLOSGTNZNOSHOSHNTHAOSKPXSWPNTCC',
'RXOSDNSIRNXPONIONINSIASSKXXSKPNSDC',
'RXSSDNSIINXXONRONRNSRASOKXPSKXNSQC',
'RXOSCSSIRNXPOMOOMONROATNKZNSHZNQOC',
'RXSSCOSIINXXOMSOMSNRSATNKZNSHZNQSC',
'RYNSCSSGTNZNOOMOOMNTMASOKXPSKXNTLC',
'RYNSCOSGTNZNOOHOOHNTHASSKXXSKPNTCC']

def rev(st):
    temp = list(st)
    temp.reverse()
    return ''.join(temp)
    
rstrs = [rev(s) for s in strs]
strs = strs + rstrs

from word_score import word_score
fitness = word_score()

r = rnn()

for count,string in enumerate(strs):
    fname = "bstr%d.txt" % count
    print 'working on '+fname + ' - ' + time.asctime()
    fw = open(fname,'wb')
    res = r.solve(string,N=20000)
    res2 = []
    for score,text in res:
        f = fitness.score(text)
        res2.append((f[0],' '.join(f[1]),text,score))
    res2.sort() 
    for i in res2:
        fw.write(str(i)+'\n')
        last = str(i)
    fw.close()
    print last