File size: 30,148 Bytes
a03c9b4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 |
# Copyright 2024 The YourMT3 Authors.
#
# 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
#
# Please see the details in the LICENSE file.
import unittest
import pytest
import warnings
from numpy import random
from utils.note2event import note2note_event
from utils.note2event import slice_note_events_and_ties
from utils.note2event import slice_multiple_note_events_and_ties_to_bundle
from utils.note2event import trim_overlapping_notes
from utils.note2event import note_event2event
from utils.note2event import mix_notes
from utils.note2event import validate_notes
from utils.note_event_dataclasses import Note, NoteEvent, NoteEventListsBundle
from utils.note_event_dataclasses import Event
# yapf: disable
class TestNoteTools(unittest.TestCase):
def test_trim_overlapping_notes(self):
notes = [
Note(is_drum=False, program=1, onset=0.0, offset=1.0, pitch=60, velocity=100),
Note(is_drum=False, program=1, onset=0.5, offset=1.5, pitch=60, velocity=100),
Note(is_drum=False, program=1, onset=2.0, offset=3.0, pitch=60, velocity=100)
]
expected_notes = [
Note(is_drum=False, program=1, onset=0.0, offset=0.5, pitch=60, velocity=100),
Note(is_drum=False, program=1, onset=0.5, offset=1.5, pitch=60, velocity=100),
Note(is_drum=False, program=1, onset=2.0, offset=3.0, pitch=60, velocity=100)
]
trimmed_notes = trim_overlapping_notes(notes)
self.assertEqual(len(expected_notes), len(trimmed_notes), "Number of notes should be equal")
for e_note, t_note in zip(expected_notes, trimmed_notes):
self.assertEqual(e_note, t_note, "Trimmed note should match the expected note")
def test_mix_notes(self):
notes1 = [
Note(is_drum=False, program=33, onset=0.0, offset=0.5, pitch=60, velocity=1),
Note(is_drum=False, program=33, onset=1.0, offset=1.5, pitch=62, velocity=1),
Note(is_drum=True, program=128, onset=2.0, offset=2.1, pitch=36, velocity=1)
]
notes2 = [
Note(is_drum=False, program=52, onset=0.5, offset=1.0, pitch=40, velocity=1),
Note(is_drum=False, program=100, onset=1.5, offset=2.0, pitch=77, velocity=1),
Note(is_drum=True, program=128, onset=2.5, offset=2.6, pitch=38, velocity=1)
]
mixed_notes = mix_notes((notes1, notes2), sort=True, trim_overlap=True, fix_offset=True)
expected_mixed_notes = [
Note(is_drum=False, program=33, onset=0.0, offset=0.5, pitch=60, velocity=1),
Note(is_drum=False, program=52, onset=0.5, offset=1.0, pitch=40, velocity=1),
Note(is_drum=False, program=33, onset=1.0, offset=1.5, pitch=62, velocity=1),
Note(is_drum=False, program=100, onset=1.5, offset=2.0, pitch=77, velocity=1),
Note(is_drum=True, program=128, onset=2.0, offset=2.1, pitch=36, velocity=1),
Note(is_drum=True, program=128, onset=2.5, offset=2.6, pitch=38, velocity=1)
]
self.assertSequenceEqual(mixed_notes, expected_mixed_notes)
def test_validate_notes(self):
DRUM_OFFSET_TIME = 0.01 # in seconds
MINIMUM_OFFSET_TIME = 0.01 # this is used to avoid zero-length notes
notes = [
Note(is_drum=False, program=33, onset=0.0, offset=0.5, pitch=60, velocity=1),
Note(is_drum=False, program=33, onset=1.0, offset=0.9, pitch=62, velocity=1),
Note(is_drum=True, program=128, onset=2.0, offset=2.1, pitch=36, velocity=1),
Note(is_drum=False, program=100, onset=1.5, offset=1.4, pitch=77, velocity=1)
]
with self.assertWarns(UserWarning):
validated_notes = validate_notes(notes, fix=True)
expected_validated_notes = [
Note(is_drum=False, program=33, onset=0.0, offset=0.5, pitch=60, velocity=1),
Note(is_drum=False, program=33, onset=1.0, offset=1.0 + MINIMUM_OFFSET_TIME, pitch=62, velocity=1),
Note(is_drum=True, program=128, onset=2.0, offset=2.1, pitch=36, velocity=1),
Note(is_drum=False, program=100, onset=1.5, offset=1.5 + MINIMUM_OFFSET_TIME, pitch=77, velocity=1)
]
self.assertSequenceEqual(validated_notes, expected_validated_notes)
class TestNoteEvent(unittest.TestCase):
def test_NoteEvent(self):
note_event = NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60)
self.assertEqual(note_event.is_drum, False)
self.assertEqual(note_event.program, 33)
self.assertEqual(note_event.time, 0)
self.assertEqual(note_event.velocity, 1)
self.assertEqual(note_event.pitch, 60)
ne1 = NoteEvent(True, 64, 0.5, 0, 60)
ne2 = NoteEvent(True, 64, 0.5, 0, 61)
self.assertEqual(ne1.equals_except(ne2, "pitch"), True)
self.assertEqual(ne1.equals_except(ne2, "program"), False)
self.assertEqual(ne1.equals_except(ne2, "time", "pitch"), True)
ne1 = NoteEvent(True, 64, 0.5, 1, 60)
ne2 = NoteEvent(True, 11, 0.5, 1, 61)
self.assertEqual(ne1.equals_only(ne2, "velocity"), True)
self.assertEqual(ne1.equals_only(ne2, "time", "velocity"), True)
self.assertEqual(ne1.equals_only(ne2, "program", "velocity"), False)
class TestNote2NoteEvent(unittest.TestCase):
def test_note2note_event(self):
notes = [
Note(is_drum=False, program=33, onset=0, offset=1.5, pitch=60, velocity=1),
Note(is_drum=False, program=33, onset=1.6, offset=3.0, pitch=62, velocity=1),
Note(is_drum=False, program=100, onset=1.6, offset=2.0, pitch=77, velocity=1),
Note(is_drum=True, program=128, onset=0.2, offset=0.21, pitch=36, velocity=1),
Note(is_drum=True, program=128, onset=2.5, offset=2.51, pitch=38, velocity=1)
]
note_events = note2note_event(notes, sort=False, return_activity=False)
self.assertSequenceEqual(note_events,
[NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60),
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62),
NoteEvent(is_drum=False, program=33, time=3.0, velocity=0, pitch=62),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77),
NoteEvent(is_drum=True, program=128, time=0.2, velocity=1, pitch=36),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38)
])
note_events = note2note_event(notes, sort=True, return_activity=True)
self.assertSequenceEqual(note_events,
[NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60, activity=set()),
NoteEvent(is_drum=True, program=128, time=0.2, velocity=1, pitch=36, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=set()),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity={3}),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77, activity={3, 4}),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38, activity={3}),
NoteEvent(is_drum=False, program=33, time=3.0, velocity=0, pitch=62, activity={3})
])
def test_note2note_event_invalid_velocity_value(self):
notes = [Note(is_drum=0, program=1, onset=0, offset=127, pitch=60, velocity=100)]
with self.assertRaises(ValueError):
note2note_event(notes)
def test_note2note_event_non_empty_notes_list(self):
notes = [
Note(is_drum=0, program=1, onset=0, offset=127, pitch=60, velocity=1),
Note(is_drum=0, program=1, onset=20, offset=127, pitch=62, velocity=1),
Note(is_drum=0, program=1, onset=40, offset=127, pitch=64, velocity=1)
]
note_events = note2note_event(notes)
assert len(note_events) == 6
def test_note2note_event_sort_parameter(self):
notes = [
Note(is_drum=0, program=10, onset=0, offset=127, pitch=64, velocity=1),
Note(is_drum=0, program=10, onset=20, offset=127, pitch=60, velocity=1),
Note(is_drum=0, program=10, onset=0, offset=127, pitch=62, velocity=1)
]
note_events = note2note_event(notes, sort=True)
sorted_note_events = sorted(
note_events, key=lambda n_ev: (n_ev.time, n_ev.is_drum, n_ev.program, \
n_ev.velocity, n_ev.pitch))
assert note_events == sorted_note_events
class TestNoteEventTools(unittest.TestCase):
def test_slice_note_events_and_ties(self):
note_events = [
NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60, activity=set()),
NoteEvent(is_drum=True, program=128, time=0.2, velocity=1, pitch=36, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=set()),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity={3}),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77, activity={3, 4}),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38, activity={3}),
NoteEvent(is_drum=False, program=33, time=3.5, velocity=0, pitch=62, activity={3})
]
start_time = 1.5
end_time = 3.5
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(note_events, start_time, end_time)
assert len(sliced_note_events) == 5
assert len(tie_note_events) == 1
# Check if the tie_note_events are as expected
expected_tie_note_events = [
NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60, activity=set()),
]
self.assertSequenceEqual(tie_note_events, expected_tie_note_events)
# Check if the note_events are as expected
expected_sliced_note_events = [
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=set()),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity={3}),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77, activity={3, 4}),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38, activity={3})
]
self.assertSequenceEqual(sliced_note_events, expected_sliced_note_events)
def test_slice_note_events_and_ties_tidyup(self):
note_events = [
NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60, activity=set()),
NoteEvent(is_drum=True, program=128, time=0.2, velocity=1, pitch=36, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=set()),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity={3}),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77, activity={3, 4}),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38, activity={3}),
NoteEvent(is_drum=False, program=33, time=3.5, velocity=0, pitch=62, activity={3})
]
start_time = 1.5
end_time = 3.5
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time, tidyup=True)
assert len(sliced_note_events) == 5
assert len(tie_note_events) == 1
# Check if the tie_note_events are as expected
expected_tie_note_events = [
NoteEvent(is_drum=False, program=33, time=None, velocity=1, pitch=60, activity=None),
]
self.assertSequenceEqual(tie_note_events, expected_tie_note_events)
# Check if the note_events are as expected
expected_sliced_note_events = [
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity=None),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=None),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity=None),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77, activity=None),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38, activity=None)
]
self.assertSequenceEqual(sliced_note_events, expected_sliced_note_events)
def test_slice_note_events_and_ties_empty_input(self):
note_events = []
start_time = 1.0
end_time = 2.5
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("always")
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
assert len(w) == 1
assert issubclass(w[-1].category, UserWarning)
assert "empty note_events as input" in str(w[-1].message)
assert sliced_note_events == []
assert tie_note_events == []
def test_slice_note_events_and_ties_index_out_of_range(self):
note_events = [
NoteEvent(is_drum=False, program=33, time=0.1, velocity=1, pitch=60, activity=set()),
NoteEvent(is_drum=True, program=128, time=0.2, velocity=1, pitch=36, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=True, program=128, time=6, velocity=1, pitch=36, activity=set())
]
start_time = 0
end_time = 0.1
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
self.assertEqual(len(sliced_note_events), 0)
self.assertEqual(len(tie_note_events), 0)
start_time = 0.3
end_time = 2
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
self.assertEqual(len(sliced_note_events), 1)
self.assertEqual(len(tie_note_events), 1) # drum has no offset, and activity is not counted
start_time = 0.3
end_time = 1
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
self.assertEqual(len(sliced_note_events), 0)
self.assertEqual(len(tie_note_events), 1) # drum has no offset, and activity is not counted
start_time = 2
end_time = 4
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
self.assertEqual(len(sliced_note_events), 0)
self.assertEqual(len(tie_note_events), 0)
start_time = 3
end_time = 4
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
self.assertEqual(len(sliced_note_events), 0)
self.assertEqual(len(tie_note_events), 0)
start_time = 3
end_time = 7
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
self.assertEqual(len(sliced_note_events), 1)
self.assertEqual(len(tie_note_events), 0)
start_time = 7
end_time = 8
sliced_note_events, tie_note_events, _ = slice_note_events_and_ties(
note_events, start_time, end_time)
self.assertEqual(len(sliced_note_events), 0)
self.assertEqual(len(tie_note_events), 0)
class TestNoteEventToolsMultiSlice(unittest.TestCase):
def setUp(self):
self.note_events = [
NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60, activity=set()),
NoteEvent(is_drum=True, program=128, time=0.2, velocity=1, pitch=36, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=set()),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity={3}),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77, activity={3, 4}),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38, activity={3}),
NoteEvent(is_drum=False, program=33, time=3.5, velocity=0, pitch=62, activity={3}),
NoteEvent(is_drum=False, program=33, time=4.0, velocity=0, pitch=62, activity={3}),
NoteEvent(is_drum=False, program=50, time=5.5, velocity=1, pitch=55, activity=set()),
NoteEvent(is_drum=False, program=33, time=6.1, velocity=1, pitch=64, activity={9}),
NoteEvent(is_drum=True, program=128, time=6.5, velocity=1, pitch=36, activity={9, 10}),
NoteEvent(is_drum=False, program=33, time=7.5, velocity=0, pitch=64, activity={9, 10})
]
def test_slice_note_events_and_ties_continuous_slices(self):
start_times = [0., 2, 4, 6, 8]
end_times = [2., 4, 6, 8, 10]
sliced_note_events_list = []
sliced_tie_note_events_list = []
for start_time, end_time in zip(start_times, end_times):
sliced_note_events, tie_note_events, t = slice_note_events_and_ties(
self.note_events, start_time, end_time)
sliced_note_events_list.extend(sliced_note_events) # merge...
sliced_tie_note_events_list.append(tie_note_events)
self.assertSequenceEqual(sliced_note_events_list, self.note_events)
self.assertEqual(len(sliced_tie_note_events_list), 5)
self.assertEqual(sliced_tie_note_events_list[0], []) # first slice always empty
self.assertEqual(sliced_tie_note_events_list[4], []) # last slice is empty in this example
def test_slice_multiple_note_events_and_ties_to_bundle(self):
start_times = [0., 1]
duration_sec = 2.
# Create a bundle from the sliced note events
ne_bundle = slice_multiple_note_events_and_ties_to_bundle(
self.note_events, start_times, duration_sec)
# ne_bundle = NoteEventListsBundle({'note_events': sliced_note_events_list,
# 'tie_note_events': sliced_tie_note_events_list,
# 'start_times': start_times})
expected_ne_0 = [
NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60, activity=set()),
NoteEvent(is_drum=True, program=128, time=0.2, velocity=1, pitch=36, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=set()),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity={3})]
self.assertSequenceEqual(ne_bundle['note_events'][0], expected_ne_0)
expected_ne_1 = [
NoteEvent(is_drum=False, program=33, time=1.5, velocity=0, pitch=60, activity={0}),
NoteEvent(is_drum=False, program=33, time=1.6, velocity=1, pitch=62, activity=set()),
NoteEvent(is_drum=False, program=100, time=1.6, velocity=1, pitch=77, activity={3}),
NoteEvent(is_drum=False, program=100, time=2.0, velocity=0, pitch=77, activity={3, 4}),
NoteEvent(is_drum=True, program=128, time=2.5, velocity=1, pitch=38, activity={3})]
self.assertSequenceEqual(ne_bundle['note_events'][1], expected_ne_1)
expected_tne_0 = []
self.assertSequenceEqual(ne_bundle['tie_note_events'][0], expected_tne_0)
expected_tne_1 = [NoteEvent(is_drum=False, program=33, time=0, velocity=1, pitch=60, activity=set())]
self.assertSequenceEqual(ne_bundle['tie_note_events'][1], expected_tne_1)
self.assertEqual(ne_bundle['start_times'], start_times)
def test_slice_multiple_note_events_and_ties_to_bundle_overlength_case(self):
# This is a case where the last slices are intended to be empty as in datasets_eval.py
start_times = [10., 11.]
duration_sec = 2.
# Create a bundle from the sliced note events
ne_bundle = slice_multiple_note_events_and_ties_to_bundle(
self.note_events, start_times, duration_sec)
expected_ne_0 = []
expected_ne_1 = []
self.assertSequenceEqual(ne_bundle['note_events'][0], expected_ne_0)
self.assertSequenceEqual(ne_bundle['note_events'][1], expected_ne_1)
class TestNoteEvent2Event(unittest.TestCase):
def test_note_event2event(self):
note_events = [NoteEvent(True, 128, 0.2, 1, 36),
NoteEvent(False, 33, 1.5, 0, 60),
NoteEvent(False, 33, 1.6, 1, 62),
NoteEvent(False, 100, 1.6, 1, 77),
NoteEvent(False, 100, 2.0, 0, 77),
NoteEvent(True, 128, 2.5, 1, 38),
NoteEvent(False, 33, 3.0, 0, 62)]
tie_note_events = [NoteEvent(False, 33, None, 1, 60),
NoteEvent(False, 52, None, 1, 40)]
start_time = 0.0
tps = 100
sort = False
events = note_event2event(note_events, tie_note_events, start_time, tps, sort)
expected_events = [
Event('program', 33), Event('pitch', 60),
Event('program', 52), Event('pitch', 40),
Event('tie', 0),
Event('shift', 20), Event('velocity', 1), Event('drum', 36),
Event('shift', 150), Event('program', 33), Event('velocity', 0), Event('pitch', 60),
Event('shift', 160), Event('velocity', 1), Event('pitch', 62), Event('program', 100),
Event('pitch', 77),
Event('shift', 200), Event('velocity', 0), Event('pitch', 77),
Event('shift', 250), Event('velocity', 1), Event('drum', 38),
Event('shift', 300), Event('program', 33), Event('velocity', 0), Event('pitch', 62)
]
self.assertSequenceEqual(events, expected_events)
def test_empty_input(self):
events = note_event2event([])
expected_events = [Event('tie', 0)]
self.assertEqual(events, expected_events)
events = note_event2event([], [])
self.assertEqual(events, expected_events)
events = note_event2event([], [], 0)
self.assertEqual(events, expected_events)
def test_single_note_event(self):
note_events = [NoteEvent(False, 33, 1.0, 1, 60)]
events = note_event2event(note_events)
expected_events = [
Event('tie', 0),
Event('shift', 100), Event('program', 33), Event('velocity', 1), Event('pitch', 60)
]
self.assertSequenceEqual(events, expected_events)
def test_single_drum_event(self):
note_events = [NoteEvent(True, 128, 1.0, 1, 36)]
events = note_event2event(note_events)
expected_events = [
Event('tie', 0),
Event('shift', 100), Event('velocity', 1), Event('drum', 36)
]
self.assertSequenceEqual(events, expected_events)
def test_multiple_drum_event(self):
note_events = [NoteEvent(is_drum=True, program=128, time=0.105, velocity=1, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=0.11499999999999999, velocity=0, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=1.5, velocity=1, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=1.51, velocity=0, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=2.886, velocity=1, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=2.896, velocity=0, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=5.528, velocity=1, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=5.537999999999999, velocity=0, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=7.641, velocity=1, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=7.651, velocity=0, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=10.413, velocity=1, pitch=38, activity=set()),
NoteEvent(is_drum=True, program=128, time=10.423, velocity=0, pitch=38, activity=set())]
events = note_event2event(note_events, [])
expected_events = [Event(type='tie', value=0),
Event(type='shift', value=10),
Event(type='velocity', value=1),
Event(type='drum', value=38),
Event(type='shift', value=150),
Event(type='drum', value=38),
Event(type='shift', value=289),
Event(type='drum', value=38),
Event(type='shift', value=553),
Event(type='drum', value=38),
Event(type='shift', value=764),
Event(type='drum', value=38),
Event(type='shift', value=1041),
Event(type='drum', value=38)]
print(events)
self.assertSequenceEqual(events, expected_events)
def test_tie_note_events(self):
note_events = [NoteEvent(False, 33, 1.0, 1, 60),
NoteEvent(False, 33, 2.0, 0, 60)]
tie_note_events = [NoteEvent(False, 33, None, 1, 60)]
events = note_event2event(note_events, tie_note_events)
expected_events = [
Event('program', 33),
Event('pitch', 60),
Event('tie', 0),
Event('shift', 100),
Event('velocity', 1),
Event('pitch', 60),
Event('shift', 200),
Event('velocity', 0),
Event('pitch', 60)
]
self.assertSequenceEqual(events, expected_events)
def test_rounding_behavior_in_shift(self):
note_events = [NoteEvent(False, 33, 1.000001, 1, 60),
NoteEvent(False, 12, 1.98900, 1, 60), # less than 10ms is ignored
NoteEvent(False, 11, 1.99000, 1, 60), # smaller program number first!
NoteEvent(False, 10, 1.99100, 1, 60),
NoteEvent(False, 33, 1.99999, 1, 60), # less than 10ms is ignored
NoteEvent(False, 33, 2.00001, 0, 60)] # offset first!
events = note_event2event(note_events, sort=True)
expected_events = [
Event('tie', 0),
Event('shift', 100), Event('program', 33), Event('velocity', 1), Event('pitch', 60),
Event('shift', 199), Event('program', 10), Event('pitch', 60), # smaller program number first!
Event('program', 11), Event('pitch', 60),
Event('program', 12), Event('pitch', 60),
Event('shift', 200), Event('program', 33), Event('velocity', 0), Event('pitch', 60),
Event('velocity', 1), Event('pitch', 60)] # offset first!
self.assertSequenceEqual(events, expected_events)
def test_rounding_behavior_in_shift_without_sort(self):
note_events = [NoteEvent(False, 12, 1.98900, 1, 60), # less than 10ms is ignored
NoteEvent(False, 11, 1.99000, 1, 60)]
# If sort=False, the order of events in quantized timing is not guaranteed.
# To avoid sort(), midi2note(..., quantize=True) is default.
events = note_event2event(note_events, sort=False)
expected_events = [
Event('tie', 0),
Event('shift', 199), Event('program', 12), Event('velocity', 1), Event('pitch', 60),
Event('program', 11), Event('pitch', 60)]
self.assertSequenceEqual(events, expected_events)
def test_rounding_behavior_in_shift_without_sort_quantized_note_event(self):
note_events = [NoteEvent(False, 11, 1.99000, 1, 60),
NoteEvent(False, 12, 1.99000, 1, 60)]
events = note_event2event(note_events, sort=False)
expected_events = [
Event('tie', 0),
Event('shift', 199), Event('program', 11), Event('velocity', 1), Event('pitch', 60),
Event('program', 12), Event('pitch', 60)]
self.assertSequenceEqual(events, expected_events)
class TestNoteEvent2EventProcessTime(unittest.TestCase):
def setUp(self):
self.note_events = [
NoteEvent(is_drum=False, program=i % 128, time=i / 10.0, velocity=64, pitch=i % 128)
for i in range(333)
]
self.rand_note_events = [
NoteEvent(is_drum=bool(random.randint(2)), program=random.randint(128),
time=random.randint(500) / 10.0, velocity=random.randint(2),
pitch=random.randint(128))
for i in range(333)
]
@pytest.mark.timeout(0.1) # Set a timeout of 30 ms
def test_large_note_event_list(self):
# B = 64, Sequence_length = 333. 64 * 333 = 21248 with single cpu process
for i in range(64):
events = note_event2event(self.note_events, sort=False)
@pytest.mark.timeout(0.1) # Set a timeout of 35 ms
def test_large_random_note_event_list_with_sort(self):
# B = 64, Sequence_length = 333. 64 * 333 = 21248 with single cpu process
for i in range(64):
events = note_event2event(self.rand_note_events, sort=True)
# yapf: enable
if __name__ == '__main__':
unittest.main()
|