def getTagInfo(filename, isAbsolutePath = False):
"""
Getting the tag information from the data file
:param filename: The name of the data file
:param isAbsolutePath: is the filename, the absolute path to the file
:return: the list of object, where each object would be dict representing tag and word
"""
return util.getTaggedWords(filename, isAbsolutePath)
sentences.append(sentence_file)
output = open('hmmoutput.txt', 'w')
for sentence in sentences:
output.write(sentence)
output.close()
pass
if __name__ == '__main__':
start = datetime.datetime.now()
num_of_args = len(sys.argv)
if num_of_args == 2:
filename = sys.argv[1]
starting_prob, transition_prob, emission_prob = getHMMModel('hmm_model.txt')
file_contents = util.getUntaggedWords(filename, True)
tagged_sentences = tagData(starting_prob, transition_prob, emission_prob, file_contents)
# If True, would compute the accurary of the tagger
if constant.COMPUTE_ACCURACY:
true_value = util.getTaggedWords(constant.DEV_TAGGED_DATA)
getDiff(tagged_sentences, true_value)
writeOutput(tagged_sentences)
end = datetime.datetime.now()
print 'Took ' + str(end-start) + ' time.'
pass
