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1 change: 1 addition & 0 deletions EmotionDetection/__init__.py
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from . import emotion_detection, test_emotion_detection
28 changes: 28 additions & 0 deletions EmotionDetection/emotion_detection.py
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import requests
import json


def emotion_detector(text_to_analyze):
#def <function_name>(<input_args>):
url = 'https://sn-watson-emotion.labs.skills.network/v1/watson.runtime.nlp.v1/NlpService/EmotionPredict'
headers = {"grpc-metadata-mm-model-id": "emotion_aggregated-workflow_lang_en_stock"}
myobj = { "raw_document": { "text": text_to_analyze } }
response = requests.post(url, json = myobj, headers=headers)
# return response.text
formatted_response = json.loads(response.text)
final_response = {
'anger': formatted_response["emotionPredictions"][0]['emotion']['anger'],
'fear': formatted_response["emotionPredictions"][0]['emotion']['fear'],
'joy': formatted_response["emotionPredictions"][0]['emotion']['joy'],
'sadness': formatted_response["emotionPredictions"][0]['emotion']['sadness'],
'disgust': formatted_response["emotionPredictions"][0]['emotion']['disgust'],
}
dominant_score, dominant_emotion = 0, ''
for key in final_response.keys():
if final_response[key] > dominant_score:
dominant_score = final_response[key]
dominant_emotion = key

final_response['dominant_emotion'] = dominant_emotion
return final_response
8 changes: 8 additions & 0 deletions EmotionDetection/test_emotion_detection.py
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from EmotionDetection import emotion_detection

def test_emotion_detector():
assert(emotion_detection.emotion_detector("I am glad this happened")['dominant_emotion'] == 'joy')
assert(emotion_detection.emotion_detector("I am really mad about this")['dominant_emotion'] == 'anger')
assert(emotion_detection.emotion_detector("I feel disgusted just hearing about this")['dominant_emotion'] == 'disgust')
assert(emotion_detection.emotion_detector("I am so sad about this")['dominant_emotion'] == 'sadness')
assert(emotion_detection.emotion_detector("I am really afraid that this will happen")['dominant_emotion'] == 'fear')
2 changes: 2 additions & 0 deletions server.py
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from Flask import flask
from