| # coding=utf-8 |
| # |
| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you 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. |
| |
| m4_changequote(`<!', `!>') |
| |
| import sys |
| import numpy as np |
| import os |
| from os import path |
| # Add dl module to the pythonpath. |
| sys.path.append(path.dirname(path.dirname(path.dirname(path.dirname(path.abspath(__file__)))))) |
| sys.path.append(path.dirname(path.dirname(path.dirname(path.abspath(__file__))))) |
| |
| import unittest |
| from mock import * |
| import plpy_mock as plpy |
| |
| |
| |
| class GPUInfoTestCase(unittest.TestCase): |
| def setUp(self): |
| self.plpy_mock = Mock(spec='error') |
| patches = { |
| 'plpy': plpy |
| } |
| |
| self.plpy_mock_execute = MagicMock() |
| plpy.execute = self.plpy_mock_execute |
| |
| self.module_patcher = patch.dict('sys.modules', patches) |
| self.module_patcher.start() |
| import madlib_keras_gpu_info |
| self.module = madlib_keras_gpu_info |
| self.module.output_tbl_valid = Mock() |
| self.table_name = 'does_not_matter' |
| |
| def tearDown(self): |
| self.module_patcher.stop() |
| |
| def test_gpu_configuration_invalid_source(self): |
| with self.assertRaises(plpy.PLPYException): |
| self.module.gpu_configuration('schema', self.table_name, 'invalid_source') |
| |
| def test_gpu_configuration_none_source(self): |
| self.module.gpu_configuration('schema', self.table_name, None) |
| self.assertIn('tensorflow', str(self.plpy_mock_execute.call_args_list)) |
| self.assertNotIn('nvidia', str(self.plpy_mock_execute.call_args_list)) |
| |
| def test_gpu_configuration_tensorflow(self): |
| self.module.gpu_configuration('schema', self.table_name, 'tensorflow') |
| self.assertIn('tensorflow', str(self.plpy_mock_execute.call_args_list)) |
| self.assertNotIn('nvidia', str(self.plpy_mock_execute.call_args_list)) |
| |
| def test_gpu_configuration_nvidia(self): |
| self.module.gpu_configuration('schema', self.table_name, 'nvidia') |
| self.assertIn('nvidia', str(self.plpy_mock_execute.call_args_list)) |
| self.assertNotIn('tensorflow', str(self.plpy_mock_execute.call_args_list)) |
| |
| def test_gpu_configuration_tensorflow_uppercase(self): |
| self.module.gpu_configuration('schema', self.table_name, 'TENSORFLOW') |
| self.assertIn('tensorflow', str(self.plpy_mock_execute.call_args_list)) |
| self.assertNotIn('nvidia', str(self.plpy_mock_execute.call_args_list)) |
| |
| def test_gpu_configuration_nvidia_mixedcase(self): |
| self.module.gpu_configuration('schema', self.table_name, 'NVidIa') |
| self.assertIn('nvidia', str(self.plpy_mock_execute.call_args_list)) |
| self.assertNotIn('tensorflow', str(self.plpy_mock_execute.call_args_list)) |
| |
| |
| if __name__ == '__main__': |
| unittest.main() |
| # --------------------------------------------------------------------- |