mirror of
https://github.com/gsi-upm/senpy
synced 2024-12-22 21:18:12 +00:00
56 lines
1.5 KiB
Python
56 lines
1.5 KiB
Python
#!/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, SentimentBox
|
|
|
|
import basic
|
|
|
|
|
|
class Basic(SentimentBox):
|
|
'''Provides sentiment annotation using a lexicon'''
|
|
|
|
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 == 'neu':
|
|
return [0, 1, 0]
|
|
return [0, 0, 1]
|
|
|
|
test_cases = [{
|
|
'input': u'Hello :)',
|
|
'polarity': 'marl:Positive'
|
|
}, {
|
|
'input': u'So sad :(',
|
|
'polarity': 'marl:Negative'
|
|
}, {
|
|
'input': u'Yay! Emojis 😁',
|
|
'polarity': 'marl:Positive'
|
|
}, {
|
|
'input': u'But no emoticons 😢',
|
|
'polarity': 'marl:Negative'
|
|
}]
|
|
|
|
|
|
if __name__ == '__main__':
|
|
easy_test()
|