mirror of https://github.com/gsi-upm/senpy
Last batch of big changes
* Add Box plugin (i.e. black box) * Add SentimentBox, EmotionBox and MappingMixin * Refactored CustomDictpre-1.0
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#!/usr/local/bin/python
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# coding: utf-8
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from senpy import easy_test, models, plugins
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import basic
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class BasicAnalyseEntry(plugins.SentimentPlugin):
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'''Equivalent to Basic, implementing the analyse_entry method'''
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author = '@balkian'
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version = '0.1'
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mappings = {
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'pos': 'marl:Positive',
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'neg': 'marl:Negative',
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'default': 'marl:Neutral'
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}
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def analyse_entry(self, entry, params):
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polarity = basic.get_polarity(entry.text)
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polarity = self.mappings.get(polarity, self.mappings['default'])
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s = models.Sentiment(marl__hasPolarity=polarity)
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s.prov(self)
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entry.sentiments.append(s)
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yield entry
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test_cases = [{
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'input': 'Hello :)',
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'polarity': 'marl:Positive'
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}, {
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'input': 'So sad :(',
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'polarity': 'marl:Negative'
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}, {
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'input': 'Yay! Emojis 😁',
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'polarity': 'marl:Positive'
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}, {
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'input': 'But no emoticons 😢',
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'polarity': 'marl:Negative'
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}]
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if __name__ == '__main__':
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easy_test()
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#!/usr/local/bin/python
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# coding: utf-8
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from senpy import easy_test, SentimentBox
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import basic
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class BasicBox(SentimentBox):
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''' A modified version of Basic that also does converts annotations manually'''
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author = '@balkian'
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version = '0.1'
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mappings = {
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'pos': 'marl:Positive',
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'neg': 'marl:Negative',
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'default': 'marl:Neutral'
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}
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def box(self, input, **kwargs):
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output = basic.get_polarity(input)
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return self.mappings.get(output, self.mappings['default'])
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test_cases = [{
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'input': 'Hello :)',
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'polarity': 'marl:Positive'
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}, {
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'input': 'So sad :(',
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'polarity': 'marl:Negative'
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}, {
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'input': 'Yay! Emojis 😁',
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'polarity': 'marl:Positive'
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}, {
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'input': 'But no emoticons 😢',
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'polarity': 'marl:Negative'
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}]
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if __name__ == '__main__':
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easy_test()
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