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https://github.com/gsi-upm/senpy
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34 lines
1.1 KiB
Python
34 lines
1.1 KiB
Python
import random
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from senpy.plugins import EmotionPlugin
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from senpy.models import EmotionSet, Emotion, Entry
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class EmoRand(EmotionPlugin):
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'''A sample plugin that returns a random emotion annotation'''
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name = 'emotion-random'
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author = '@balkian'
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version = '0.1'
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url = "https://github.com/gsi-upm/senpy-plugins-community"
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onyx__usesEmotionModel = "emoml:big6"
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def analyse_entry(self, entry, activity):
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category = "emoml:big6happiness"
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number = max(-1, min(1, random.gauss(0, 0.5)))
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if number > 0:
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category = "emoml:big6anger"
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emotionSet = EmotionSet()
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emotion = Emotion({"onyx:hasEmotionCategory": category})
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emotionSet.onyx__hasEmotion.append(emotion)
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emotionSet.prov(activity)
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entry.emotions.append(emotionSet)
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yield entry
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def test(self):
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params = dict()
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results = list()
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for i in range(100):
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res = next(self.analyse_entry(Entry(nif__isString="Hello"), self.activity(params)))
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res.validate()
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results.append(res.emotions[0]['onyx:hasEmotion'][0]['onyx:hasEmotionCategory'])
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