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Code Issues Releases Wiki Activity

Added maxSentiment plugin

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Daniel Suarez Souto 2018-09-28 11:11:47 +02:00
parent 6dd4a44924
commit 38b478890b
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senpy/plugins/emotion/maxSentiment_plugin.py Normal file
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from senpy import AnalysisPlugin, easy
class maxSentiment(AnalysisPlugin):
'''Plugin to extract max emotion from a multi-empotion set'''
author = '@dsuarezsouto'
version = '0.1'
extra_params = {
'max': {
"aliases": ["maximum", "max"],
'required': True,
'options': [True, False],
"@id": 'maxSentiment',
'default': False
}
}
def analyse_entry(self, entry, params):
if params["max"]==True:
set_emotions= entry.emotions[0]['onyx:hasEmotion']
max_emotion =set_emotions[0]
# Extract max emotion from the set emotions (emotion with highest intensity)
for tmp_emotion in set_emotions:
if tmp_emotion['onyx:hasEmotionIntensity']>max_emotion['onyx:hasEmotionIntensity']:
max_emotion=tmp_emotion
if max_emotion['onyx:hasEmotionIntensity'] == 0:
max_emotion['onyx:hasEmotionCategory'] = "neutral"
max_emotion['onyx:hasEmotionIntensity'] = 1.0
entry.emotions[0]['onyx:hasEmotion'] = [max_emotion]
entry.emotions[0]['prov:wasGeneratedBy'] = "maxSentiment"
#print(entry)
yield entry
# Test Cases:
# 1º Normal Situation.
# 2º Case to return a Neutral Emotion.
test_cases = [{
"entry": {
"@id": "#",
"@type": "entry",
"emotions": [
{
"@id": "Emotions0",
"@type": "emotionSet",
"onyx:hasEmotion": [
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "anger",
"onyx:hasEmotionIntensity": 0
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "joy",
"onyx:hasEmotionIntensity": 0.3333333333333333
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "negative-fear",
"onyx:hasEmotionIntensity": 0
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "sadness",
"onyx:hasEmotionIntensity": 0
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "disgust",
"onyx:hasEmotionIntensity": 0
}
],
'prov:wasGeneratedBy':"maxSentiment_plugin"
}
],
"entities": [],
"nif:isString": "This text makes me sad.\nwhilst this text makes me happy and surprised at the same time.\nI cannot believe it!",
"sentiments": [],
"suggestions": [],
"topics": []
},
'params': {
'max': True
},
'expected' : {
"@id": "#",
"@type": "entry",
"emotions": [
{
"@id": "Emotions0",
"@type": "emotionSet",
"onyx:hasEmotion": [
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "joy",
"onyx:hasEmotionIntensity": 0.3333333333333333
}
]
}
],
"entities": [],
"nif:isString": "This text makes me sad.\nwhilst this text makes me happy and surprised at the same time.\nI cannot believe it!",
"sentiments": [],
"suggestions": [],
"topics": []
}
},
{
"entry": {
"@id": "#",
"@type": "entry",
"emotions": [
{
"@id": "Emotions0",
"@type": "emotionSet",
"onyx:hasEmotion": [
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "anger",
"onyx:hasEmotionIntensity": 0
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "joy",
"onyx:hasEmotionIntensity": 0
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "negative-fear",
"onyx:hasEmotionIntensity": 0
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "sadness",
"onyx:hasEmotionIntensity": 0
},
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "disgust",
"onyx:hasEmotionIntensity": 0
}
],
'prov:wasGeneratedBy':"maxSentiment_plugin"
}
],
"entities": [],
"nif:isString": "This text makes me sad.\nwhilst this text makes me happy and surprised at the same time.\nI cannot believe it!",
"sentiments": [],
"suggestions": [],
"topics": []
},
'params': {
'max': True
},
'expected' : {
"@id": "#",
"@type": "entry",
"emotions": [
{
"@id": "Emotions0",
"@type": "emotionSet",
"onyx:hasEmotion": [
{
"@id": "_:Emotion_1538121033.74",
"@type": "emotion",
"onyx:hasEmotionCategory": "neutral",
"onyx:hasEmotionIntensity": 1
}
]
}
],
"entities": [],
"nif:isString": "This text makes me sad.\nwhilst this text makes me happy and surprised at the same time.\nI cannot believe it!",
"sentiments": [],
"suggestions": [],
"topics": []
}
}]
if __name__ == '__main__':
easy()