def findPoems(self,saveToFile=False):
"""
Find and optionally save poems to file using learning model
"""
if saveToFile:
with open('poems'+self.date,'a') as f:
f.write('Comment poems from %s\n\n' % self.date)
for commentProperties in self.myComments.myComments:
comment = commentProperties['comment']
#comment = re.sub('\n+', '\n', comment)
predProb = self.myModel.predictNewPoem(TimesComments.features(comment))
# display everything with 20%+ chance of being a poem
if predProb > 0.2:
print 'Possible poem w/ probability=%f\n\n' % predProb
print comment
print '\n%s?comments#permid=%s' % (commentProperties['url'],commentProperties['id'])
print '\n\n\n--------\n\n\n'
if saveToFile:
with open('poems'+self.date,'a') as f:
f.write(comment+'\n')
f.write('\nPossible poem w/ probability=%f\n' % predProb)
f.write('%s?comments#permid=%s\n' % (commentProperties['url'],commentProperties['id']))
f.write('\n\n\n--------\n\n\n\n')
def findPoems(self, saveToFile=False):
"""
Find and optionally save poems to file using learning model
"""
self.myModel = LearningModel()
if saveToFile:
with open("poems%s.txt" % self.date, "w") as f:
f.write("Comment poems from %s\n\n" % self.date)
foundPoems = []
for commentProperties in self.myComments.myComments:
comment = commentProperties["comment"]
# comment = re.sub('\n+', '\n', comment)
predProb = self.myModel.predictNewPoem(TimesComments.features(comment))
# display everything with 20%+ chance of being a poem
if predProb > 0.2:
foundPoems.append(
(predProb, comment, "%s?comments#permid=%s\n" % (commentProperties["url"], commentProperties["id"]))
)
if self.verbose:
print "Possible poem w/ probability=%f\n\n" % predProb
print comment
print "\n%s?comments#permid=%s" % (commentProperties["url"], commentProperties["id"])
print "\n\n\n--------\n\n\n"
if saveToFile:
with open("poems%s.txt" % self.date, "a") as f:
f.write(comment + "\n")
f.write("\nPossible poem w/ probability=%f\n" % predProb)
f.write("%s?comments#permid=%s\n" % (commentProperties["url"], commentProperties["id"]))
f.write("\n\n\n--------\n\n\n\n")
print "Found %d poems!\n\n" % len(foundPoems)
return foundPoems