| 
                    1
                 | 
                                    
                                                     | 
                
                 | 
                def test_segmenting_webm_preserves_stream_qualities(tmp_path_factory):  | 
            
            
                                                        
            
                                    
            
            
                | 
                    2
                 | 
                                    
                                                     | 
                
                 | 
                    import os  | 
            
            
                                                        
            
                                    
            
            
                | 
                    3
                 | 
                                    
                                                     | 
                
                 | 
                    from pathlib import Path  | 
            
            
                                                        
            
                                    
            
            
                | 
                    4
                 | 
                                    
                                                     | 
                
                 | 
                    from typing import List  | 
            
            
                                                        
            
                                    
            
            
                | 
                    5
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    6
                 | 
                                    
                                                     | 
                
                 | 
                    from music_album_creation.audio_segmentation import AudioSegmenter  | 
            
            
                                                        
            
                                    
            
            
                | 
                    7
                 | 
                                    
                                                     | 
                
                 | 
                    from music_album_creation.ffmpeg import FFProbe  | 
            
            
                                                        
            
                                    
            
            
                | 
                    8
                 | 
                                    
                                                     | 
                
                 | 
                    from music_album_creation.ffprobe_client import FFProbeClient  | 
            
            
                                                        
            
                                    
            
            
                | 
                    9
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    10
                 | 
                                    
                                                     | 
                
                 | 
                    ffprobe = FFProbe(os.environ.get('MUSIC_FFPROBE', 'ffprobe')) | 
            
            
                                                        
            
                                    
            
            
                | 
                    11
                 | 
                                    
                                                     | 
                
                 | 
                    ffprobe_client = FFProbeClient(ffprobe)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    12
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    13
                 | 
                                    
                                                     | 
                
                 | 
                    expected_bytes_size = 6560225  | 
            
            
                                                        
            
                                    
            
            
                | 
                    14
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    15
                 | 
                                    
                                                     | 
                
                 | 
                    # GIVEN a webm file  | 
            
            
                                                        
            
                                    
            
            
                | 
                    16
                 | 
                                    
                                                     | 
                
                 | 
                    webm_file = Path(__file__).parent / 'data' / 'Burning.webm'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    17
                 | 
                                    
                                                     | 
                
                 | 
                    # AND its metadata  | 
            
            
                                                        
            
                                    
            
            
                | 
                    18
                 | 
                                    
                                                     | 
                
                 | 
                    original_data = ffprobe_client.get_stream_info(str(webm_file))  | 
            
            
                                                        
            
                                    
            
            
                | 
                    19
                 | 
                                    
                                                     | 
                
                 | 
                    # sanity check on metadata values BEFORE segmenting  | 
            
            
                                                        
            
                                    
            
            
                | 
                    20
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['programs'] == []  | 
            
            
                                                        
            
                                    
            
            
                | 
                    21
                 | 
                                    
                                                     | 
                
                 | 
                    assert len(original_data['streams']) == 1  | 
            
            
                                                        
            
                                    
            
            
                | 
                    22
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    23
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['streams'][0]['tags'] == {} | 
            
            
                                                        
            
                                    
            
            
                | 
                    24
                 | 
                                    
                                                     | 
                
                 | 
                    # AND the audio stream has the expected Sample Rate (Hz)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    25
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['streams'][0]['sample_rate'] == '48000'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    26
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    27
                 | 
                                    
                                                     | 
                
                 | 
                    # AND the audio stream has the expected codec  | 
            
            
                                                        
            
                                    
            
            
                | 
                    28
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['streams'][0]['codec_name'] == 'opus'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    29
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    30
                 | 
                                    
                                                     | 
                
                 | 
                    # AND the audio stream has the expected number of channels  | 
            
            
                                                        
            
                                    
            
            
                | 
                    31
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['streams'][0]['channels'] == 2  | 
            
            
                                                        
            
                                    
            
            
                | 
                    32
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    33
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['format_name'] == 'matroska,webm'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    34
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['format_long_name'] == 'Matroska / WebM'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    35
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['start_time'] == '-0.007000'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    36
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['duration'] == '393.161000'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    37
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['size'] == str(expected_bytes_size)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    38
                 | 
                                    
                                                     | 
                
                 | 
                    assert webm_file.stat().st_size == expected_bytes_size  | 
            
            
                                                        
            
                                    
            
            
                | 
                    39
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['bit_rate'] == '133486'  # bits per second  | 
            
            
                                                        
            
                                    
            
            
                | 
                    40
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['probe_score'] == 100  | 
            
            
                                                        
            
                                    
            
            
                | 
                    41
                 | 
                                    
                                                     | 
                
                 | 
                    assert original_data['format']['tags']['encoder'] == 'google/video-file'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    42
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    43
                 | 
                                    
                                                     | 
                
                 | 
                    # AND maths add up (size = track duration * bitrate)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    44
                 | 
                                    
                                                     | 
                
                 | 
                    assert (  | 
            
            
                                                        
            
                                    
            
            
                | 
                    45
                 | 
                                    
                                                     | 
                
                 | 
                        int(original_data['format']['size'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    46
                 | 
                                    
                                                     | 
                
                 | 
                        >= 0.9  | 
            
            
                                                        
            
                                    
            
            
                | 
                    47
                 | 
                                    
                                                     | 
                
                 | 
                        * int(original_data['format']['bit_rate'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    48
                 | 
                                    
                                                     | 
                
                 | 
                        * float(original_data['format']['duration'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    49
                 | 
                                    
                                                     | 
                
                 | 
                        / 8  | 
            
            
                                                        
            
                                    
            
            
                | 
                    50
                 | 
                                    
                                                     | 
                
                 | 
                    )  | 
            
            
                                                        
            
                                    
            
            
                | 
                    51
                 | 
                                    
                                                     | 
                
                 | 
                    assert (  | 
            
            
                                                        
            
                                    
            
            
                | 
                    52
                 | 
                                    
                                                     | 
                
                 | 
                        int(original_data['format']['size'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    53
                 | 
                                    
                                                     | 
                
                 | 
                        <= 1.1  | 
            
            
                                                        
            
                                    
            
            
                | 
                    54
                 | 
                                    
                                                     | 
                
                 | 
                        * int(original_data['format']['bit_rate'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    55
                 | 
                                    
                                                     | 
                
                 | 
                        * float(original_data['format']['duration'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    56
                 | 
                                    
                                                     | 
                
                 | 
                        / 8  | 
            
            
                                                        
            
                                    
            
            
                | 
                    57
                 | 
                                    
                                                     | 
                
                 | 
                    )  | 
            
            
                                                        
            
                                    
            
            
                | 
                    58
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    59
                 | 
                                    
                                                     | 
                
                 | 
                    # WHEN segmenting the webm file  | 
            
            
                                                        
            
                                    
            
            
                | 
                    60
                 | 
                                    
                                                     | 
                
                 | 
                    output_dir = tmp_path_factory.mktemp("segmented") | 
            
            
                                                        
            
                                    
            
            
                | 
                    61
                 | 
                                    
                                                     | 
                
                 | 
                    segmenter = AudioSegmenter(str(output_dir))  | 
            
            
                                                        
            
                                    
            
            
                | 
                    62
                 | 
                                    
                                                     | 
                
                 | 
                    track_files: List[str] = segmenter.segment(  | 
            
            
                                                        
            
                                    
            
            
                | 
                    63
                 | 
                                    
                                                     | 
                
                 | 
                        str(webm_file),  | 
            
            
                                                        
            
                                    
            
            
                | 
                    64
                 | 
                                    
                                                     | 
                
                 | 
                        (  | 
            
            
                                                        
            
                                    
            
            
                | 
                    65
                 | 
                                    
                                                     | 
                
                 | 
                            ('1 - track1', '0', '10'), | 
            
            
                                                        
            
                                    
            
            
                | 
                    66
                 | 
                                    
                                                     | 
                
                 | 
                            ('2 - track2', '10', '15'), | 
            
            
                                                        
            
                                    
            
            
                | 
                    67
                 | 
                                    
                                                     | 
                
                 | 
                        ),  | 
            
            
                                                        
            
                                    
            
            
                | 
                    68
                 | 
                                    
                                                     | 
                
                 | 
                    )  | 
            
            
                                                        
            
                                    
            
            
                | 
                    69
                 | 
                                    
                                                     | 
                
                 | 
                    # THEN the webm file is segmented  | 
            
            
                                                        
            
                                    
            
            
                | 
                    70
                 | 
                                    
                                                     | 
                
                 | 
                    assert len(track_files) == 2  | 
            
            
                                                        
            
                                    
            
            
                | 
                    71
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    72
                 | 
                                    
                                                     | 
                
                 | 
                    # AND the webm file is segmented into segments with the expected duration  | 
            
            
                                                        
            
                                    
            
            
                | 
                    73
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    74
                 | 
                                    
                                                     | 
                
                 | 
                    expected_durations = (10, 5)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    75
                 | 
                                    
                                                     | 
                
                 | 
                    expected_sizes = (160749, 80877)  # in Bytes  | 
            
            
                                                        
            
                                    
            
            
                | 
                    76
                 | 
                                    
                                                     | 
                
                 | 
                    exp_bitrates = (128188, 128376)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    77
                 | 
                                    
                                                     | 
                
                 | 
                    for track, expected_duration, expected_size, exp_bitrate in zip(  | 
            
            
                                                        
            
                                    
            
            
                | 
                    78
                 | 
                                    
                                                     | 
                
                 | 
                        track_files, expected_durations, expected_sizes, exp_bitrates  | 
            
            
                                                        
            
                                    
            
            
                | 
                    79
                 | 
                                    
                                                     | 
                
                 | 
                    ):  | 
            
            
                                                        
            
                                    
            
            
                | 
                    80
                 | 
                                    
                                                     | 
                
                 | 
                        assert os.path.exists(track)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    81
                 | 
                                    
                                                     | 
                
                 | 
                        data = ffprobe_client.get_stream_info(track)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    82
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    83
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['programs'] == []  | 
            
            
                                                        
            
                                    
            
            
                | 
                    84
                 | 
                                    
                                                     | 
                
                 | 
                        assert len(data['streams']) == 1  | 
            
            
                                                        
            
                                    
            
            
                | 
                    85
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['streams'][0]['tags'] == {} | 
            
            
                                                        
            
                                    
            
            
                | 
                    86
                 | 
                                    
                                                     | 
                
                 | 
                        # AND the track file has the same stream quality as original  audio stream  | 
            
            
                                                        
            
                                    
            
            
                | 
                    87
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['streams'][0]['sample_rate'] == '48000'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    88
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['streams'][0]['codec_name'] == 'mp3'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    89
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['streams'][0]['channels'] == 2  | 
            
            
                                                        
            
                                    
            
            
                | 
                    90
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['format']['format_name'] == 'mp3'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    91
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['format']['format_long_name'] == 'MP2/3 (MPEG audio layer 2/3)'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    92
                 | 
                                    
                                                     | 
                
                 | 
                        # assert data['format']['start_time'] == '-0.007000'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    93
                 | 
                                    
                                                     | 
                
                 | 
                        assert abs(float(data['format']['duration']) - expected_duration) < 0.1  | 
            
            
                                                        
            
                                    
            
            
                | 
                    94
                 | 
                                    
                                                     | 
                
                 | 
                        assert int(data['format']['size']) == expected_size  | 
            
            
                                                        
            
                                    
            
            
                | 
                    95
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['format']['bit_rate'] == str(exp_bitrate)  # bits per second  | 
            
            
                                                        
            
                                    
            
            
                | 
                    96
                 | 
                                    
                                                     | 
                
                 | 
                        # assert data['format']['probe_score'] == 100  | 
            
            
                                                        
            
                                    
            
            
                | 
                    97
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['format']['probe_score'] == 51  | 
            
            
                                                        
            
                                    
            
            
                | 
                    98
                 | 
                                    
                                                     | 
                
                 | 
                        assert data['format']['tags']['encoder'] == 'Lavf58.76.100'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    99
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    100
                 | 
                                    
                                                     | 
                
                 | 
                        # AND maths add up (size = track duration * bitrate)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    101
                 | 
                                    
                                                     | 
                
                 | 
                        estimated_size = (  | 
            
            
                                                        
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
                 | 
                            int(data['format']['bit_rate']) * float(data['format']['duration']) / 8  | 
            
            
                                                        
            
                                    
            
            
                | 
                    103
                 | 
                                    
                                                     | 
                
                 | 
                        )  | 
            
            
                                                        
            
                                    
            
            
                | 
                    104
                 | 
                                    
                                                     | 
                
                 | 
                        assert abs(int(data['format']['size']) - estimated_size) < 0.01 * estimated_size  | 
            
            
                                                        
            
                                    
            
            
                | 
                    105
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    106
                 | 
                                    
                                                     | 
                
                 | 
                        # AND bitrate has not changed more than 5% compared to original  | 
            
            
                                                        
            
                                    
            
            
                | 
                    107
                 | 
                                    
                                                     | 
                
                 | 
                        assert abs(  | 
            
            
                                                        
            
                                    
            
            
                | 
                    108
                 | 
                                    
                                                     | 
                
                 | 
                            int(data['format']['bit_rate']) - int(original_data['format']['bit_rate'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    109
                 | 
                                    
                                                     | 
                
                 | 
                        ) < 0.05 * int(original_data['format']['bit_rate'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    110
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    111
                 | 
                                    
                                                     | 
                
                 | 
                        # AND file size is proportional to duration (track byte size = track duration * bitrate)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    112
                 | 
                                    
                                                     | 
                
                 | 
                        estimated_track_byte_size = (  | 
            
            
                                                        
            
                                    
            
            
                | 
                    113
                 | 
                                    
                                                     | 
                
                 | 
                            expected_bytes_size  | 
            
            
                                                        
            
                                    
            
            
                | 
                    114
                 | 
                                    
                                                     | 
                
                 | 
                            * expected_duration  | 
            
            
                                                        
            
                                    
            
            
                | 
                    115
                 | 
                                    
                                                     | 
                
                 | 
                            / float(original_data['format']['duration'])  | 
            
            
                                                        
            
                                    
            
            
                | 
                    116
                 | 
                                    
                                                     | 
                
                 | 
                        )  | 
            
            
                                                        
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                        assert (  | 
            
            
                                                        
            
                                    
            
            
                | 
                    118
                 | 
                                    
                                                     | 
                
                 | 
                            abs(int(data['format']['size']) - estimated_track_byte_size)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    119
                 | 
                                    
                                                     | 
                
                 | 
                            < 0.05 * estimated_track_byte_size  | 
            
            
                                                        
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                        )  | 
            
            
                                                        
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                 |