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deploy-sum.py
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deploy-sum.py
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from flask import Flask, json, request, render_template
import logging
import re
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)
from sumy.parsers.plaintext import PlaintextParser
from sumy.nlp.tokenizers import Tokenizer
from sumy.summarizers.lex_rank import LexRankSummarizer
from gensim.summarization import summarize
summarizer = LexRankSummarizer()
app = Flask(__name__)
@app.route('/')
def index():
return render_template('index.html')
@app.route('/response/',methods = ['GET','POST'])
def response():
if request.method=='POST':
text_org = request.json['foo']
text = json.loads(json.dumps(text_org))
text = re.sub('[^A-Za-z0-9()[]]', ' ', str(text))
text = text.lower()
if len(text.split())<=3:
resp = ' '.join(['please give some more sentences.'])
return resp
else:
parser = PlaintextParser.from_string(text,Tokenizer('english'))
sum_1 = summarizer(parser.document,10)
sum_lex=[]
for sent in sum_1:
resp = sum_lex.append(str(sent))
resp = ' '.join(resp)
return resp
if __name__ == "__main__":
print("**Starting Server...")
#load_model()
app.run(port=5002, debug=True)