# # Copyright 2014 Grupo de Sistemas Inteligentes (GSI) DIT, UPM # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import random from senpy.plugins import EmotionPlugin from senpy.models import EmotionSet, Emotion, Entry class EmoRand(EmotionPlugin): '''A sample plugin that returns a random emotion annotation''' name: str = 'emotion-random' author: str = '@balkian' version: str = '0.1' url: str = "https://github.com/gsi-upm/senpy-plugins-community" usesEmotionModel: str = "emoml:big6" def analyse_entry(self, entry, activity): category = "emoml:big6happiness" number = max(-1, min(1, random.gauss(0, 0.5))) if number > 0: category = "emoml:big6anger" emotionSet = EmotionSet() emotion = Emotion({"onyx:hasEmotionCategory": category}) emotionSet.onyx__hasEmotion.append(emotion) emotionSet.prov(activity) entry.emotions.append(emotionSet) yield entry def test(self): params = dict() results = list() for i in range(100): res = next(self.analyse_entry(Entry(nif__isString="Hello"), self.activity(params))) res.validate() results.append(res.emotions[0]['onyx:hasEmotion'][0]['onyx:hasEmotionCategory'])