Created
May 28, 2018 12:23
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Thee, Aggrandizer
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import nltk | |
import nltk.data | |
import string | |
import sys | |
from nltk.corpus import wordnet | |
def wordnet_pos(treebank_tag): | |
if treebank_tag.startswith('J'): | |
return wordnet.ADJ | |
elif treebank_tag.startswith('V'): | |
return wordnet.VERB | |
elif treebank_tag.startswith('N'): | |
return wordnet.NOUN | |
elif treebank_tag.startswith('R'): | |
return wordnet.ADV | |
else: | |
return '' | |
def aggrandize(text): | |
exclude = set(string.punctuation) | |
tokenizer = nltk.data.load('tokenizers/punkt/english.pickle') | |
# use wordnet to aggrandise text | |
aggrandised_content = [] | |
sentences = nltk.sent_tokenize(text) | |
for sentence in sentences: | |
words = nltk.word_tokenize(sentence) | |
for i, (word, pos) in enumerate(nltk.pos_tag(words)): | |
if len(word) > 1: | |
synonyms = wordnet.synsets(word, pos=wordnet_pos(pos)) | |
for synonym in synonyms: | |
for lemma in synonym.lemma_names(): | |
if lemma > word: | |
word = lemma | |
if i == 0: | |
word = word.capitalize() | |
aggrandised_content.append(word) | |
return "".join([" "+i if not i.startswith("'") | |
and i not in string.punctuation else i | |
for i in aggrandised_content]).strip() | |
if __name__ == '__main__': | |
try: | |
nltk.data.load('tokenizers/punkt/english.pickle') | |
word_pos = nltk.pos_tag('foo bar quux xyzzy') | |
word, pos = word_pos[0] | |
wordnet.synsets(word, pos=wordnet_pos(pos)) | |
except Exception as e: | |
print("downloading nltk requirements...") | |
nltk.download('punkt') | |
nltk.download('averaged_perceptron_tagger') | |
nltk.download('wordnet') | |
print(aggrandize(' '.join(sys.argv[1:]))) |
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