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42 lines
1.1 KiB
42 lines
1.1 KiB
# fist to lower, because written uppercase stops wont be recognized
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import os
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import sys
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Indok = sys.argv[1]
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Outdok = sys.argv[2]
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from gensim.models import word2vec
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import logging
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import gensim
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print('loading model...')
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model = gensim.models.KeyedVectors.load_word2vec_format('german.model.big', binary=True) # C binary format
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print('done')
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logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)
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with open(Indok) as InDok:
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with open(Outdok, 'a') as OutDok:
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for line in InDok:
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linelist_wordcloud = []
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words = eval(line[:-1])
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for word in words:
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synonyms = []
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try:
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momo = model.similar_by_word(word, topn=3)
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for element in momo:
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synonyms.append(element[0])
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except KeyError:
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pass
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for s in synonyms:
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linelist_wordcloud.append(s)
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linelist_wordcloud.append(word)
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OutDok.write(str(linelist_wordcloud))
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OutDok.write('\n')
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