Create Extractive.py
Browse files- Summarizer/Extractive.py +21 -0
Summarizer/Extractive.py
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import nltk
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from sumy.parsers.plaintext import PlaintextParser
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from sumy.summarizers.luhn import LuhnSummarizer
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from sumy.nlp.tokenizers import Tokenizer
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nltk.download('punkt')
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def summarize(file, SENTENCES_COUNT):
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sumarizer = LuhnSummarizer()
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with open(file.name) as f:
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doc = f.read()
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sentences_ = []
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doc_ = PlaintextParser(doc, Tokenizer("en")).document
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for sentence in sumarizer(doc_, SENTENCES_COUNT):
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sentences_.append(str(sentence))
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summm_ = " ".join(sentences_)
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return summm_
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