# Copyright 2020 MONAI Consortium # 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. import sys import time import unittest from parameterized import parameterized from monai.transforms import DeleteItemsd TEST_CASE_1 = [{"keys": [str(i) for i in range(30)]}, 20] class TestDeleteItemsd(unittest.TestCase): @parameterized.expand([TEST_CASE_1]) def test_memory(self, input_param, expected_key_size): input_data = dict() for i in range(50): input_data[str(i)] = [time.time()] * 100000 result = DeleteItemsd(**input_param)(input_data) self.assertEqual(len(result.keys()), expected_key_size) self.assertGreaterEqual( sys.getsizeof(input_data) * float(expected_key_size) / len(input_data), sys.getsizeof(result) ) if __name__ == "__main__": unittest.main()