mirror of
https://github.com/gsi-upm/senpy
synced 2024-11-14 12:42:27 +00:00
81 lines
2.3 KiB
Python
81 lines
2.3 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, 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()
|