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@@ -159,12 +159,12 @@ class TestRandomFeatureExtractor(unittest.TestCase): |
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class TestLoudAudioFeatureExtractor(unittest.TestCase): |
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class TestLoudAudioFeatureExtractor(unittest.TestCase): |
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"""Test LoudAudioFeatureExtractor""" |
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"""Test LoudAudioFeatureExtractor""" |
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def _mock_loudnorm(self, *args, **kwargs): |
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def _mock_loudnorm_5(self, *args, **kwargs): |
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"""Mock _loudnorm |
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"""Mock _loudnorm |
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It returns a list of 2-tuple floats (time, loudness) representing loud audio instances |
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It returns a list of 2-tuple floats (time, loudness) representing loud audio instances |
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""" |
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""" |
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return [(0.0, 0.0), (1.0, 1.0), (2.0, 2.0), (3.0, 3.0), (4.0, 4.0)] |
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return [(0.0, 0.0), (15.0, 1.0), (25.0, 2.0), (35.0, 3.0), (45.0, 4.0)] |
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def _mock_get_loudnessess(self, *args, length=100, min_loudness=-101, max_loudness=100, |
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def _mock_get_loudnessess(self, *args, length=100, min_loudness=-101, max_loudness=100, |
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seed=42, **kwargs) -> list: |
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seed=42, **kwargs) -> list: |
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@@ -186,7 +186,7 @@ class TestLoudAudioFeatureExtractor(unittest.TestCase): |
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loudness = random.randint(min_loudness, max_loudness) / 100 |
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loudness = random.randint(min_loudness, max_loudness) / 100 |
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if min_loudness == -101: |
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if min_loudness == -101: |
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loudness = "-inf" if loudness == -1.01 else f"{loudness}" |
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loudness = "-inf" if loudness == -1.01 else f"{loudness}" |
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loudnesses.append((float(f"{i}.0"), float(loudness))) |
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loudnesses.append((float(f"{i*20}.0"), float(loudness))) |
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return loudnesses |
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return loudnesses |
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@@ -209,11 +209,11 @@ class TestLoudAudioFeatureExtractor(unittest.TestCase): |
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test_extractor.teardown() |
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test_extractor.teardown() |
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self.assertEqual(test_extractor.features, []) |
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self.assertEqual(test_extractor.features, []) |
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def test_extract_mocked_loudnorm(self): |
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def test_extract_mocked_loudnorm_5(self): |
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"""Test extract with mocked loudness detection""" |
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"""Test extract with mocked loudness detection""" |
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video_source = TestSourceMedia().one_colour_silent_audio() |
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video_source = TestSourceMedia().one_colour_silent_audio() |
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test_extractor = extractors.LoudAudioFeatureExtractor(input_files=video_source) |
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test_extractor = extractors.LoudAudioFeatureExtractor(input_files=video_source) |
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test_extractor._loudnorm = self._mock_loudnorm |
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test_extractor._loudnorm = self._mock_loudnorm_5 |
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test_extractor.setup() |
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test_extractor.setup() |
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test_extractor.run() |
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test_extractor.run() |
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test_extractor.teardown() |
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test_extractor.teardown() |
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@@ -231,16 +231,21 @@ class TestLoudAudioFeatureExtractor(unittest.TestCase): |
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def test_keep_num(self): |
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def test_keep_num(self): |
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"""Test keep_num correctly keeps 5 / 10""" |
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"""Test keep_num correctly keeps 5 / 10""" |
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min_duration = 0 |
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video_source = TestSourceMedia().one_colour_silent_audio() |
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video_source = TestSourceMedia().one_colour_silent_audio() |
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with self.subTest("keep 5 (default)"): |
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with self.subTest("keep 5 (default)"): |
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test_extractor = extractors.LoudAudioFeatureExtractor(input_files=video_source) |
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test_extractor = extractors.LoudAudioFeatureExtractor(input_files=video_source, |
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min_duration=min_duration, |
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num_features=5) |
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test_extractor._get_loudnesses = self._mock_get_loudnessess |
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test_extractor._get_loudnesses = self._mock_get_loudnessess |
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test_extractor.setup() |
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test_extractor.setup() |
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test_extractor.run() |
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test_extractor.run() |
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test_extractor.teardown() |
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test_extractor.teardown() |
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self.assertEqual(len(test_extractor.features), 5) |
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self.assertEqual(len(test_extractor.features), 5) |
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with self.subTest("keep 10"): |
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with self.subTest("keep 10"): |
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test_extractor = extractors.LoudAudioFeatureExtractor(input_files=video_source, num_features=10) |
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test_extractor = extractors.LoudAudioFeatureExtractor(input_files=video_source, |
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min_duration=min_duration, |
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num_features=10) |
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test_extractor._get_loudnesses = self._mock_get_loudnessess |
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test_extractor._get_loudnesses = self._mock_get_loudnessess |
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test_extractor.setup() |
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test_extractor.setup() |
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test_extractor.run() |
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test_extractor.run() |
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@@ -264,8 +269,13 @@ class TestVideoActivityFeatureExtractor(unittest.TestCase): |
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def test_extract(self): |
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def test_extract(self): |
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"""Test extract with basic input file runs with no errors""" |
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"""Test extract with basic input file runs with no errors""" |
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num_features = 50 |
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min_duration = 0 |
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video_source = TestSourceMedia().one_colour_silent_audio() |
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video_source = TestSourceMedia().one_colour_silent_audio() |
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test_extractor = extractors.VideoActivityFeatureExtractor(input_files=video_source) |
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test_extractor = extractors.VideoActivityFeatureExtractor(input_files=video_source, |
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num_features=num_features, |
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min_duration=min_duration) |
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test_extractor.setup() |
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test_extractor.setup() |
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test_extractor.run() |
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test_extractor.run() |
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test_extractor.teardown() |
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test_extractor.teardown() |
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