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https://github.com/explosion/spaCy.git
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35 lines
831 B
Python
35 lines
831 B
Python
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import codecs
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import plac
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from spacy.en import English
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def main(text_loc):
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with codecs.open(text_loc, 'r', 'utf8') as file_:
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text = file_.read()
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NLU = English()
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for paragraph in text.split('\n\n'):
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tokens = NLU(paragraph)
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ent_starts = {}
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ent_ends = {}
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for span in tokens.ents:
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ent_starts[span.start] = span.label_
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ent_ends[span.end] = span.label_
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output = []
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for token in tokens:
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if token.i in ent_starts:
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output.append('<%s>' % ent_starts[token.i])
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output.append(token.orth_)
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if (token.i+1) in ent_ends:
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output.append('</%s>' % ent_ends[token.i+1])
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output.append('\n\n')
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print ' '.join(output)
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if __name__ == '__main__':
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plac.call(main)
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