#!/usr/local/bin/python # -*- coding: utf-8 -*- # # 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. # from senpy import easy_test, models, plugins import basic class ParameterizedDictionary(plugins.SentimentPlugin): '''This is a basic self-contained plugin''' author = '@balkian' version = '0.2' extra_params = { 'positive-words': { 'description': 'Comma-separated list of words that are considered positive', 'aliases': ['positive'], 'required': True }, 'negative-words': { 'description': 'Comma-separated list of words that are considered negative', 'aliases': ['negative'], 'required': False } } def analyse_entry(self, entry, activity): params = activity.params positive_words = params['positive-words'].split(',') negative_words = params['negative-words'].split(',') dictionary = { 'marl:Positive': positive_words, 'marl:Negative': negative_words, } polarity = basic.get_polarity(entry.text, [dictionary]) s = models.Sentiment(marl__hasPolarity=polarity) s.prov(activity) entry.sentiments.append(s) yield entry test_cases = [ { 'input': 'Hello :)', 'polarity': 'marl:Positive', 'parameters': { 'positive': "Hello,:)", 'negative': "sad,:()" } }, { 'input': 'Hello :)', 'polarity': 'marl:Negative', 'parameters': { 'positive': "", 'negative': "Hello" } } ] if __name__ == '__main__': easy_test()