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senpy/example-plugins/basic_box_plugin.py

40 lines
885 B
Python

#!/usr/local/bin/python
# -*- coding: utf-8 -*-
from senpy import easy_test, SentimentBox
import basic
class BasicBox(SentimentBox):
''' A modified version of Basic that also does converts annotations manually'''
author = '@balkian'
version = '0.1'
def predict_one(self, features, **kwargs):
output = basic.get_polarity(features[0])
if output == 'pos':
return [1, 0, 0]
if output == 'neg':
return [0, 0, 1]
return [0, 1, 0]
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()