def calculate_description_score():
try:
json_request = request.json
description = json_request['description']
desc_score = algorithm.check_description(description, minmax, clf)
json_resp = json.dumps({'description': description, 'score': desc_score})
resp = Response(json_resp, status=200, mimetype='application/json')
return resp
except Exception, e:
return Response(json.dumps({'error': str(e)}), status=500, mimetype='application/json')
address_score = 0
try:
address_score, duplicated_address = algorithm.check_address(
address['state'], address['city'], address['street'],
json_listing['price'])
except Exception, e:
logger.error(
'Can not parse the address of the listing with id %s.' %
listing_id)
score += address_score
# DESCRIPTION
# TODO need to modify the description score
description = json_listing['description']
desc_score = algorithm.check_description(description, minmax, clf)
score += (1 - desc_score)
# get positive and negative words
positive_words, negative_words = algorithm.get_positive_negative_words(
description)
# TODO scale the score to 0-5
json_resp = json.dumps({
'listing_id':
listing_id,
'score':
score,
'avg_price': {
'price': round(estimated_rent, 2),