exact_data2023/application/services/sentiment_service.py
2023-05-29 23:41:36 +02:00

21 lines
814 B
Python

from flask import(
request,
jsonify,
Blueprint,
)
from application.functions.sentiment import sentiment_prediction, count_predictions, clear_data
sentiment_service = Blueprint("sentiment_service", __name__)
@sentiment_service.route("/get_sentiment_data", methods=['POST'])
def get_data():
data = request.get_json()
data_clear = clear_data(data) #czyszczenie danych wejsciowych
predicitons = sentiment_prediction(data_clear) #predykcje
count_labels = count_predictions(predicitons) #dane do wykresu
for i in range(0, len(predicitons)):
predicitons[i]['sentence'] = data['sentences'][i]
predicitons[i]['label'] = predicitons[i]['label'][6:]
return jsonify({"predictions": predicitons, "count_labels": count_labels})