# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. # # 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 os import time import unittest import sys import logging import set_env from ppdet.data.source import IteratorSource def _generate_iter_maker(num=10): def _reader(): for i in range(num): yield {'image': 'image_' + str(i), 'label': i} return _reader class TestIteratorSource(unittest.TestCase): """Test cases for dataset.source.roidb_source """ @classmethod def setUpClass(cls): """ setup """ pass @classmethod def tearDownClass(cls): """ tearDownClass """ pass def test_basic(self): """ test basic apis 'next/size/drained' """ iter_maker = _generate_iter_maker() iter_source = IteratorSource(iter_maker) for i, sample in enumerate(iter_source): self.assertTrue('image' in sample) self.assertGreater(len(sample['image']), 0) self.assertTrue(iter_source.drained()) self.assertEqual(i + 1, iter_source.size()) def test_reset(self): """ test functions 'reset/epoch_id' """ iter_maker = _generate_iter_maker() iter_source = IteratorSource(iter_maker) self.assertTrue(iter_source.next() is not None) self.assertEqual(iter_source.epoch_id(), 0) iter_source.reset() self.assertEqual(iter_source.epoch_id(), 1) self.assertTrue(iter_source.next() is not None) if __name__ == '__main__': unittest.main()