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54 lines
1.4 KiB
Python
54 lines
1.4 KiB
Python
#
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# Copyright 2014 Grupo de Sistemas Inteligentes (GSI) DIT, UPM
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from senpy import AnalysisPlugin
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import multiprocessing
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def _train(process_number):
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return process_number
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class Async(AnalysisPlugin):
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'''An example of an asynchronous module'''
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author = '@balkian'
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version = '0.2'
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sync = False
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def _do_async(self, num_processes):
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pool = multiprocessing.Pool(processes=num_processes)
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values = sorted(pool.map(_train, range(num_processes)))
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return values
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def activate(self):
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self.value = self._do_async(4)
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def analyse_entry(self, entry, params):
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values = self._do_async(2)
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entry.async_values = values
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yield entry
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test_cases = [
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{
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'input': 'any',
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'expected': {
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'async_values': [0, 1]
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}
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}
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]
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