def allJson():
review_text = processJsonRequest()
output = []
for reviews in review_text:
total_volume, volume_without_stopwords = predictVolume(reviews['text'])
sentiment_tone, sentiment_score, sentiment_confidence = predictSentiment(
reviews['text'])
suggestions, suggestion_confidence = predictSuggestions(
reviews['text'])
praise, criticism, emotion_confidence = predictEmotion(reviews['text'])
problem, problem_confidence = predictProblem(reviews['text'])
result = {
'id': reviews['id'],
'text': reviews['text'],
'Total_volume': total_volume,
'Volume_without_stopwords': volume_without_stopwords,
'Sentiment_tone': sentiment_tone,
'Sentiment_score': sentiment_score,
'Suggestions': suggestions,
'Praise': praise,
'Criticism': criticism,
'Problem': problem,
}
output.append(result)
return jsonify({'reviews': output})
def sentimentJson():
review_list = processJsonRequest()
sentiment_output = []
for review in review_list:
sentiment_tone, sentiment_score = predictSentiment(review['text'])
sentiment_result = {'id': review['id'], 'text': review['text'], 'sentiment_tone': sentiment_tone,
'sentiment_score': sentiment_score}
sentiment_output.append(sentiment_result)
return renderJsonResponse(sentiment_output)
def sentimentConfidenceJson():
review_list = processJsonRequest()
sentiment_confidence_output = []
for review in review_list:
sentiment_tone, sentiment_score, confidence = predictSentiment(
review['text'])
sentiment_result = {
'id': review['id'],
'text': review['text'],
"confidence": confidence
}
sentiment_confidence_output.append(sentiment_result)
return renderJsonResponse(sentiment_confidence_output)
def allConfidenceJson():
review_text = processJsonRequest()
output = []
for reviews in review_text:
sentiment_tone, sentiment_score, sentiment_confidence = predictSentiment(
reviews['text'])
suggestions, suggestion_confidence = predictSuggestions(
reviews['text'])
praise, criticism, emotion_confidence = predictEmotion(reviews['text'])
problem, problem_confidence = predictProblem(reviews['text'])
result = {
'id': reviews['id'],
'text': reviews['text'],
'Confidence': {
"Sentiment": sentiment_confidence,
"Suggestions": suggestion_confidence,
"Emotion": emotion_confidence,
"Problem": problem_confidence
}
}
output.append(result)
return jsonify({'reviews': output})