def normalize_midi_messages()

in pedalboard/midi_utils.py [0:0]

• 31 lines of code
• 15 McCabe index (conditional complexity)

def normalize_midi_messages(_input) -> List[Tuple[bytes, float]]:
    """
    Given a duck-typed Python input, usually an iterable of MIDI messages,
    normalize the input to a list of tuples of bytes which can be converted
    into a juce::MidiBuffer on the C++ side.
    """
    output = []
    for message in _input:
        if hasattr(message, "bytes") and hasattr(message, "time"):
            output.append((bytes(message.bytes()), message.time))
        elif (isinstance(message, tuple) or isinstance(message, list)) and len(message) == 2:
            message, time = message
            if isinstance(message, str):
                message = parse_midi_message_string(message)
            if isinstance(message, list):
                message = bytes([parse_midi_message_part(x) for x in message])
            elif not isinstance(message, bytes):
                message = bytes(message)
            output.append((message, time))

    # Detect the case in which the provided timestamps
    # are likely delta values rather than absolute values:
    all_timestamps = [t for _, t in output]
    if len(all_timestamps) > 100 and len(set(all_timestamps)) > 1:
        all_timestamps_histogram = Counter(all_timestamps)
        (
            most_common_timestamp,
            num_instances_of_most_common,
        ) = all_timestamps_histogram.most_common()[0]
        if num_instances_of_most_common > 100:
            raise ValueError(
                "Pedalboard requires MIDI input timestamps to be absolute values, specified "
                "as the number of seconds from the start of the returned audio buffer. The "
                f"provided MIDI data contains {num_instances_of_most_common:,} events at timestamp "
                f"{most_common_timestamp}, which suggests that the timestamps may be delta values "
                "rather than absolute values. Try converting your MIDI message timestamps to "
                "absolute values first."
            )

    return output