aiexperiments-ai-duet/server/third_party/magenta/music/pretty_music21.py

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2016-11-11 18:53:51 +00:00
# Copyright 2016 Google Inc. 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.
"""A read_only pretty_midi-like wrapper for music21 score objects.
It exposes a small set of score attrbutes from music21, mostly chosen to
support magenta.protobuf.NoteSequence.
"""
from collections import namedtuple
import hashlib
# internal imports
import music21
# Default qpm if tempo mark not available.
_DEFAULT_QPM = 120
TimeSignature = namedtuple('TimeSignature',
['time', 'numerator', 'denominator'])
Tempo = namedtuple('Tempo', ['time', 'qpm'])
KeySignature = namedtuple('KeySignature', ['time', 'key', 'num_sharps', 'mode',
'tonic_pitchclass'])
PartInfo = namedtuple('PartInfo', ['index', 'name'])
# TODO(annahuang): Add octave.
Note = namedtuple('Note', ['pitch_midi', 'pitch_name', 'start_time', 'end_time',
'part_index'])
class PrettyMusic21Error(Exception):
"""Exception for music attributes violating what PrettyMusic21 supports."""
pass
def _extract_key_signature_attributes(key_signature):
"""Extracts attributes of key signatures from music21.key.KeySignature.
Args:
key_signature: A music21.key.KeySignature object.
Returns:
tonic_pitch_name: A string that specifies the pitch name of the tonic in the
key extracted from key_signature.
key_signature.sharps: An integer specifying the nubmer of sharps in this
key signature.
mode: A string giving the mode, usually 'major' or 'minor'
Raises:
TypeError: When key_signature is not of the expected type
music21.key.KeySignature.
PrettyMusic21Error: When the number of sharps in key_signature is out of
the expected range.
AttributeError: When key_signature does not have the mode attribute.
"""
if not isinstance(key_signature, music21.key.KeySignature):
raise TypeError(
'Type Music21.key.KeySignature expected but %s type received.' %
(type(key_signature)))
if key_signature.sharps < -7 or key_signature.sharps > 7:
raise PrettyMusic21Error(
'Key Signatures with more than 7 sharps are flats are not supported.')
try:
mode = key_signature.mode
except AttributeError:
mode = None
if mode is not None and mode.lower() == 'minor':
# To convert a major key to its relative minor, plus 3 to the number of
# sharps and get the corresponding major key pitch name.
# For example, 3 flats (-3) is Eb major, or c minor. While -3 + 3 is C.
tonic_pitch = music21.key.sharpsToPitch(key_signature.sharps + 3)
else:
# Assume to be major.
tonic_pitch = music21.key.sharpsToPitch(key_signature.sharps)
tonic_pitch_name = tonic_pitch.name.replace('-', 'b')
if mode is not None and mode.lower() == 'minor':
tonic_pitch_name = tonic_pitch_name.lower()
return tonic_pitch_name, key_signature.sharps, mode, tonic_pitch.pitchClass
class PrettyMusic21(object):
"""A read_only pretty_midi-like wrapper for music21 score objects.
Args:
score: A PrettyMusic21 object.
filename: A string for the source filename from which the score was
extracted.
"""
# TODO(annahuang): Should raise an error when parts don't share same markings.
# (time sig, key sig, tempo, etc),
# as note sequence proto assumes these are the same for all parts.
# To do this, we can loop through the top voice, and get the measures
# for where the a marking changes
# and then check to make sure all the other voices have the same change.
# TODO(annahuang): Add performance time.
# Time currently is symbolic, and does not take tempo markings into account.
# Look at: http://web.mit.edu/music21/doc/moduleReference/moduleBase.html
# #music21.base.Music21Object.seconds
# Search Stream.metronomeMarkBoundaries(srcObj=None)
# in http://web.mit.edu/music21/doc/moduleReference/moduleStream.html
def __init__(self, score, filename=None):
self._score = score
self._parts = [part.semiFlat for part in score.parts]
self._filename = filename
@property
def id(self):
"""Uses a hash of the score string as id."""
# TODO(annahuang): Check why the hash is not the same for scores created
# from the same file.
converter = music21.converter.subConverters.ConverterText()
return hashlib.sha1(str(converter.write(self._score, None)))
@property
def title(self):
"""Returns the title of the score if available."""
if self._score.metadata is not None:
return self._score.metadata.title
return self._filename
@property
def composer(self):
"""Returns the composer of the score if available."""
if self._score.metadata is not None:
return self._score.metadata.composer
return None
@property
def filename(self):
return self._filename
@property
def total_time(self):
"""Returns the total quarterLength duration of the score."""
return self._convert_time(self._score.duration.quarterLength)
@property
def time_signature_changes(self):
"""Collects unique time signature changes, and add pick-up when necessary.
Returns:
A list of unique TimeSignature namedtuples, sorted by the time attribute.
Raises:
PrettyMusic21Error: When a time signature is not within a measure
container.
"""
# TODO(annahuang): Don't assume all voices have the same time signature.
# Assumes time signatures are always embedded in a measure.
time_sig_changes = set()
for part in self._parts:
for time_sig in part.getElementsByClass('TimeSignature'):
measure = time_sig.getContextByClass('Measure')
if measure is None:
raise PrettyMusic21Error('Time signatures need to be in a measure.')
global_time = self._convert_time(part.elementOffset(time_sig))
if measure.duration.quarterLength < time_sig.barDuration.quarterLength:
# First, add the pick-up time signature.
pickup_time_sig = music21.meter.bestTimeSignature(measure)
pickup_time_sig_change = TimeSignature(global_time,
pickup_time_sig.numerator,
pickup_time_sig.denominator)
time_sig_changes.add(pickup_time_sig_change)
global_time = self._convert_time(global_time +
measure.duration.quarterLength)
# Add the full time signature.
full_time_sig_change = TimeSignature(global_time, time_sig.numerator,
time_sig.denominator)
time_sig_changes.add(full_time_sig_change)
return sorted(time_sig_changes, key=lambda x: x.time)
@property
def tempo_changes(self):
"""Collects unique tempo changes. If no tempo, defaults to _DEFAULT_QPM.
Returns:
A list of unique Tempo namedtuples, sorted by the time attribute.
"""
tempo_changes = set()
for part in self._parts:
for metronome_mark in part.getElementsByClass('MetronomeMark'):
global_time = self._convert_time(part.elementOffset(metronome_mark))
tempo_change = Tempo(global_time, metronome_mark.number)
tempo_changes.add(tempo_change)
if not tempo_changes:
tempo_changes.add(Tempo(0, _DEFAULT_QPM))
return sorted(tempo_changes, key=lambda x: x.time)
@property
def key_signature_changes(self):
"""Collects unique key signature changes.
Returns:
A list of unique KeySignature namedtuples, sorted by the time attribute.
"""
key_sig_changes = set()
for part in self._parts:
for ks in part.getElementsByClass('KeySignature'):
global_time = self._convert_time(part.elementOffset(ks))
key_sig_change = KeySignature(global_time,
*(_extract_key_signature_attributes(ks)))
key_sig_changes.add(key_sig_change)
return sorted(key_sig_changes, key=lambda x: x.time)
@property
def part_infos(self):
"""Collects part information as global index in score and part name.
Returns:
A list of unique PartInfo namedtuples.
"""
parts_infos = []
for part_num, part in enumerate(self._parts):
index = part_num
parts_info = PartInfo(index, part.id)
parts_infos.append(parts_info)
return parts_infos
@property
def parts(self):
"""Collects all the notes, each part in a list.
Returns:
A list of lists of Note namedtuples.
"""
simple_parts = []
for part_num, part in enumerate(self._parts):
simple_part = []
for music21_note in part.getElementsByClass('Note'):
pitch_midi = music21_note.pitch.midi
# TODO(annahuang): Add octave.
pitch_name = music21_note.pitch.name.replace('-', 'b')
# TODO(annahuang): Distinguish between symbolic and performance time.
start_time = self._convert_time(part.elementOffset(music21_note))
end_time = start_time + self._convert_time(
music21_note.duration.quarterLength)
part_index = part_num
note = Note(pitch_midi, pitch_name, start_time, end_time, part_index)
simple_part.append(note)
# TODO(annahuang): Add note.numerator and note.denominator.
simple_parts.append(simple_part)
return simple_parts
@property
def sorted_notes(self):
"""Sorts all the notes according to start_time time.
Returns:
A list of all Note namedtuples, sorted by start time.
"""
flatted_notes = []
for part in self.parts:
flatted_notes.extend(part)
return sorted(flatted_notes, key=lambda x: x.start_time)
def _convert_time(self, quarter_length):
"""Transforms quarter-note counts into seconds according to _DEFAULT_QPM.
Args:
quarter_length: A float that specifies duration in quarter-note units.
Returns:
A float in seconds.
"""
# TODO(annahuang): Take tempo change into account.
# Time is in quarter-note counts from the beginning of the score.
return quarter_length * 60.0 / _DEFAULT_QPM