/
app.py
43 lines (32 loc) · 1.26 KB
/
app.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
from __future__ import absolute_import
from __future__ import division, print_function, unicode_literals
from flask import Flask, request, jsonify, render_template, redirect
# from sumy.parsers.html import HtmlParser
from sumy.parsers.plaintext import PlaintextParser
from sumy.nlp.tokenizers import Tokenizer
from sumy.summarizers.lsa import LsaSummarizer as Summarizer
from sumy.nlp.stemmers import Stemmer
from sumy.utils import get_stop_words
import nltk
LANGUAGE = "english"
SENTENCES_COUNT = 10
app = Flask(__name__)
@app.route('/', methods=['GET'])
def homepage():
return render_template('paraphrase.html')
@app.route('/', methods=['POST'])
def summarize():
""" Returns summary of articles """
text = request.form['text']
# parser = HtmlParser.from_url(url, Tokenizer(LANGUAGE))
parser = PlaintextParser.from_string(text,Tokenizer(LANGUAGE))
stemmer = Stemmer(LANGUAGE)
summarizer = Summarizer(stemmer)
summarizer.stop_words = get_stop_words(LANGUAGE)
final = []
for sentence in summarizer(parser.document, SENTENCES_COUNT):
final.append(str(sentence))
length = len(final)
return render_template('paraphrase.html',report=final,length=length)
if __name__ == '__main__':
app.run(debug=True, host='127.0.0.1', port=5000)