#!/usr/local/bin/python # -*- coding: utf-8 -*- from senpy import easy_test, models, plugins import basic class BasicAnalyseEntry(plugins.SentimentPlugin): '''Equivalent to Basic, implementing the analyse_entry method''' author = '@balkian' version = '0.1' mappings = { 'pos': 'marl:Positive', 'neg': 'marl:Negative', 'default': 'marl:Neutral' } def analyse_entry(self, entry, activity): polarity = basic.get_polarity(entry.text) polarity = self.mappings.get(polarity, self.mappings['default']) s = models.Sentiment(marl__hasPolarity=polarity) s.prov(activity) entry.sentiments.append(s) yield entry test_cases = [{ 'input': 'Hello :)', 'polarity': 'marl:Positive' }, { 'input': 'So sad :(', 'polarity': 'marl:Negative' }, { 'input': 'Yay! Emojis 😁', 'polarity': 'marl:Positive' }, { 'input': 'But no emoticons 😢', 'polarity': 'marl:Negative' }] if __name__ == '__main__': easy_test()