mirror of
https://github.com/gsi-upm/senpy
synced 2024-11-14 20:42:27 +00:00
49 lines
1.4 KiB
Python
49 lines
1.4 KiB
Python
#
|
|
# 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 SentimentBox, easy_test
|
|
|
|
from mypipeline import pipeline
|
|
|
|
|
|
class PipelineSentiment(SentimentBox):
|
|
'''This is a pipeline plugin that wraps a classifier defined in another module
|
|
(mypipeline).'''
|
|
author = '@balkian'
|
|
version = 0.1
|
|
maxPolarityValue = 1
|
|
minPolarityValue = -1
|
|
|
|
def predict_one(self, features, **kwargs):
|
|
if pipeline.predict(features) > 0:
|
|
return [1, 0, 0]
|
|
return [0, 0, 1]
|
|
|
|
test_cases = [
|
|
{
|
|
'input': 'The sentiment for senpy should be positive :)',
|
|
'polarity': 'marl:Positive'
|
|
},
|
|
{
|
|
'input': 'The sentiment for senpy should be negative :(',
|
|
'polarity': 'marl:Negative'
|
|
}
|
|
]
|
|
|
|
|
|
if __name__ == '__main__':
|
|
easy_test()
|