def ner(fin):
AMIRA(fin)
txt1 = getText(fin+".bw.TOK.NORM.POS.bpcOut")
print "Preparing data for NER"
txt2 = tools.get_columns(txt1, '\t', [0,1,10,11])
fPre = fin+".bw.pre.NER"
writeText(fPre, txt2)
fAfter = fin + ".bw.post.NER"
print "Runnin yamcha for NER"
yamcha(fPre, fAfter, settings.amira_dir+"/SVMmodel.model")
txt3 = getText(fAfter)
print "Producing formatted NER output"
txt4 = tools.get_columns(txt3, '\t', [0,4])
writeText(fin+".bw.ner", txt4)
print ""
def make_gazet(fin):
txt1 = getText(fin)
txt3 = tools.get_columns(txt1,'->', [0])
txt4 = re.sub('\w+\s*\n','',txt3);
# txt5 = re.sub('\n+','\n',txt4);
writeText(fin+'.dict',txt4)
