# coding=utf-8 # Copyright 2019 HuggingFace Inc. # # 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 unittest from run_summarization_finetuning import _fit_to_block_size, process_story class DataLoaderTest(unittest.TestCase): def setUp(self): self.block_size = 10 def test_truncate_sequence_too_small(self): """ Pad the sequence with 0 if the sequence is smaller than the block size.""" sequence = [1, 2, 3, 4] expected_output = [1, 2, 3, 4, 0, 0, 0, 0, 0, 0] self.assertEqual(_fit_to_block_size(sequence, self.block_size), expected_output) def test_truncate_sequence_fit_exactly(self): sequence = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] expected_output = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] self.assertEqual(_fit_to_block_size(sequence, self.block_size), expected_output) def test_truncate_sequence_too_big(self): sequence = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] expected_output = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] self.assertEqual(_fit_to_block_size(sequence, self.block_size), expected_output) def test_process_story_no_highlights(self): """ Processing a story with no highlights should raise an exception. """ raw_story = """It was the year of Our Lord one thousand seven hundred and seventy-five.\n\nSpiritual revelations were conceded to England at that favoured period, as at this.""" _, summary = process_story(raw_story) self.assertEqual(summary, []) def test_process_empty_story(self): """ An empty story should also raise and exception. """ raw_story = "" story, summary = process_story(raw_story) self.assertEqual(story, []) self.assertEqual(summary, []) def test_story_with_missing_period(self): raw_story = ( "It was the year of Our Lord one thousand seven hundred and " "seventy-five\n\nSpiritual revelations were conceded to England " "at that favoured period, as at this.\n@highlight\n\nIt was the best of times" ) story_lines, summary_lines = process_story(raw_story) expected_story_lines = [ "It was the year of Our Lord one thousand seven hundred and seventy-five.", "Spiritual revelations were conceded to England at that favoured period, as at this.", ] self.assertEqual(expected_story_lines, story_lines) expected_summary_lines = ["It was the best of times."] self.assertEqual(expected_summary_lines, summary_lines) if __name__ == "__main__": unittest.main()