Coverage for models/rgb/transfer_functions/tests/test_sony.py: 100%

1""" 

2Define the unit tests for the 

3:mod:`colour.models.rgb.transfer_functions.sony` module. 

4""" 

5 

6import numpy as np 

7 

8from colour.constants import TOLERANCE_ABSOLUTE_TESTS 

9from colour.models.rgb.transfer_functions import ( 

10 log_decoding_SLog, 

11 log_decoding_SLog2, 

12 log_decoding_SLog3, 

13 log_encoding_SLog, 

14 log_encoding_SLog2, 

15 log_encoding_SLog3, 

16) 

17from colour.utilities import domain_range_scale, ignore_numpy_errors 

18 

19__author__ = "Colour Developers" 

20__copyright__ = "Copyright 2013 Colour Developers" 

21__license__ = "BSD-3-Clause - https://opensource.org/licenses/BSD-3-Clause" 

22__maintainer__ = "Colour Developers" 

23__email__ = "colour-developers@colour-science.org" 

24__status__ = "Production" 

25 

26__all__ = [ 

27 "TestLogEncoding_SLog", 

28 "TestLogDecoding_SLog", 

29 "TestLogEncoding_SLog2", 

30 "TestLogDecoding_SLog2", 

31 "TestLogEncoding_SLog3", 

32 "TestLogDecoding_SLog3", 

33] 

34 

35 

36class TestLogEncoding_SLog: 

37 """ 

38 Define :func:`colour.models.rgb.transfer_functions.sony.\ 

39log_encoding_SLog` definition unit tests methods. 

40 """ 

41 

42 def test_log_encoding_SLog(self) -> None: 

43 """ 

44 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

45log_encoding_SLog` definition. 

46 """ 

47 

48 np.testing.assert_allclose( 

49 log_encoding_SLog(0.0), 

50 0.088251291513446, 

51 atol=TOLERANCE_ABSOLUTE_TESTS, 

52 ) 

53 

54 np.testing.assert_allclose( 

55 log_encoding_SLog(0.18), 

56 0.384970815928670, 

57 atol=TOLERANCE_ABSOLUTE_TESTS, 

58 ) 

59 

60 np.testing.assert_allclose( 

61 log_encoding_SLog(0.18, 12), 

62 0.384688786026891, 

63 atol=TOLERANCE_ABSOLUTE_TESTS, 

64 ) 

65 

66 np.testing.assert_allclose( 

67 log_encoding_SLog(0.18, 10, False), 

68 0.376512722254600, 

69 atol=TOLERANCE_ABSOLUTE_TESTS, 

70 ) 

71 

72 np.testing.assert_allclose( 

73 log_encoding_SLog(0.18, 10, False, False), 

74 0.359987846422154, 

75 atol=TOLERANCE_ABSOLUTE_TESTS, 

76 ) 

77 

78 np.testing.assert_allclose( 

79 log_encoding_SLog(1.0), 

80 0.638551684622532, 

81 atol=TOLERANCE_ABSOLUTE_TESTS, 

82 ) 

83 

84 def test_n_dimensional_log_encoding_SLog(self) -> None: 

85 """ 

86 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

87log_encoding_SLog` definition n-dimensional arrays support. 

88 """ 

89 

90 x = 0.18 

91 y = log_encoding_SLog(x) 

92 

93 x = np.tile(x, 6) 

94 y = np.tile(y, 6) 

95 np.testing.assert_allclose( 

96 log_encoding_SLog(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

97 ) 

98 

99 x = np.reshape(x, (2, 3)) 

100 y = np.reshape(y, (2, 3)) 

101 np.testing.assert_allclose( 

102 log_encoding_SLog(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

103 ) 

104 

105 x = np.reshape(x, (2, 3, 1)) 

106 y = np.reshape(y, (2, 3, 1)) 

107 np.testing.assert_allclose( 

108 log_encoding_SLog(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

109 ) 

110 

111 def test_domain_range_scale_log_encoding_SLog(self) -> None: 

112 """ 

113 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

114log_encoding_SLog` definition domain and range scale support. 

115 """ 

116 

117 x = 0.18 

118 y = log_encoding_SLog(x) 

119 

120 d_r = (("reference", 1), ("1", 1), ("100", 100)) 

121 for scale, factor in d_r: 

122 with domain_range_scale(scale): 

123 np.testing.assert_allclose( 

124 log_encoding_SLog(x * factor), 

125 y * factor, 

126 atol=TOLERANCE_ABSOLUTE_TESTS, 

127 ) 

128 

129 @ignore_numpy_errors 

130 def test_nan_log_encoding_SLog(self) -> None: 

131 """ 

132 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

133log_encoding_SLog` definition nan support. 

134 """ 

135 

136 log_encoding_SLog(np.array([-1.0, 0.0, 1.0, -np.inf, np.inf, np.nan])) 

137 

138 

139class TestLogDecoding_SLog: 

140 """ 

141 Define :func:`colour.models.rgb.transfer_functions.sony.\ 

142log_decoding_SLog` definition unit tests methods. 

143 """ 

144 

145 def test_log_decoding_SLog(self) -> None: 

146 """ 

147 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

148log_decoding_SLog` definition. 

149 """ 

150 

151 np.testing.assert_allclose( 

152 log_decoding_SLog(0.088251291513446), 

153 0.0, 

154 atol=TOLERANCE_ABSOLUTE_TESTS, 

155 ) 

156 

157 np.testing.assert_allclose( 

158 log_decoding_SLog(0.384970815928670), 

159 0.18, 

160 atol=TOLERANCE_ABSOLUTE_TESTS, 

161 ) 

162 

163 np.testing.assert_allclose( 

164 log_decoding_SLog(0.384688786026891, 12), 

165 0.18, 

166 atol=TOLERANCE_ABSOLUTE_TESTS, 

167 ) 

168 

169 np.testing.assert_allclose( 

170 log_decoding_SLog(0.376512722254600, 10, False), 

171 0.18, 

172 atol=TOLERANCE_ABSOLUTE_TESTS, 

173 ) 

174 

175 np.testing.assert_allclose( 

176 log_decoding_SLog(0.359987846422154, 10, False, False), 

177 0.18, 

178 atol=TOLERANCE_ABSOLUTE_TESTS, 

179 ) 

180 

181 np.testing.assert_allclose( 

182 log_decoding_SLog(0.638551684622532), 

183 1.0, 

184 atol=TOLERANCE_ABSOLUTE_TESTS, 

185 ) 

186 

187 def test_n_dimensional_log_decoding_SLog(self) -> None: 

188 """ 

189 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

190log_decoding_SLog` definition n-dimensional arrays support. 

191 """ 

192 

193 y = 0.384970815928670 

194 x = log_decoding_SLog(y) 

195 

196 y = np.tile(y, 6) 

197 x = np.tile(x, 6) 

198 np.testing.assert_allclose( 

199 log_decoding_SLog(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

200 ) 

201 

202 y = np.reshape(y, (2, 3)) 

203 x = np.reshape(x, (2, 3)) 

204 np.testing.assert_allclose( 

205 log_decoding_SLog(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

206 ) 

207 

208 y = np.reshape(y, (2, 3, 1)) 

209 x = np.reshape(x, (2, 3, 1)) 

210 np.testing.assert_allclose( 

211 log_decoding_SLog(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

212 ) 

213 

214 def test_domain_range_scale_log_decoding_SLog(self) -> None: 

215 """ 

216 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

217log_decoding_SLog` definition domain and range scale support. 

218 """ 

219 

220 y = 0.384970815928670 

221 x = log_decoding_SLog(y) 

222 

223 d_r = (("reference", 1), ("1", 1), ("100", 100)) 

224 for scale, factor in d_r: 

225 with domain_range_scale(scale): 

226 np.testing.assert_allclose( 

227 log_decoding_SLog(y * factor), 

228 x * factor, 

229 atol=TOLERANCE_ABSOLUTE_TESTS, 

230 ) 

231 

232 @ignore_numpy_errors 

233 def test_nan_log_decoding_SLog(self) -> None: 

234 """ 

235 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

236log_decoding_SLog` definition nan support. 

237 """ 

238 

239 log_decoding_SLog(np.array([-1.0, 0.0, 1.0, -np.inf, np.inf, np.nan])) 

240 

241 

242class TestLogEncoding_SLog2: 

243 """ 

244 Define :func:`colour.models.rgb.transfer_functions.sony.\ 

245log_encoding_SLog2` definition unit tests methods. 

246 """ 

247 

248 def test_log_encoding_SLog2(self) -> None: 

249 """ 

250 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

251log_encoding_SLog2` definition. 

252 """ 

253 

254 np.testing.assert_allclose( 

255 log_encoding_SLog2(0.0), 

256 0.088251291513446, 

257 atol=TOLERANCE_ABSOLUTE_TESTS, 

258 ) 

259 

260 np.testing.assert_allclose( 

261 log_encoding_SLog2(0.18), 

262 0.339532524633774, 

263 atol=TOLERANCE_ABSOLUTE_TESTS, 

264 ) 

265 

266 np.testing.assert_allclose( 

267 log_encoding_SLog2(0.18, 12), 

268 0.339283782857486, 

269 atol=TOLERANCE_ABSOLUTE_TESTS, 

270 ) 

271 

272 np.testing.assert_allclose( 

273 log_encoding_SLog2(0.18, 10, False), 

274 0.323449512215013, 

275 atol=TOLERANCE_ABSOLUTE_TESTS, 

276 ) 

277 

278 np.testing.assert_allclose( 

279 log_encoding_SLog2(0.18, 10, False, False), 

280 0.307980741258647, 

281 atol=TOLERANCE_ABSOLUTE_TESTS, 

282 ) 

283 

284 np.testing.assert_allclose( 

285 log_encoding_SLog2(1.0), 

286 0.585091059564112, 

287 atol=TOLERANCE_ABSOLUTE_TESTS, 

288 ) 

289 

290 def test_n_dimensional_log_encoding_SLog2(self) -> None: 

291 """ 

292 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

293log_encoding_SLog2` definition n-dimensional arrays support. 

294 """ 

295 

296 x = 0.18 

297 y = log_encoding_SLog2(x) 

298 

299 x = np.tile(x, 6) 

300 y = np.tile(y, 6) 

301 np.testing.assert_allclose( 

302 log_encoding_SLog2(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

303 ) 

304 

305 x = np.reshape(x, (2, 3)) 

306 y = np.reshape(y, (2, 3)) 

307 np.testing.assert_allclose( 

308 log_encoding_SLog2(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

309 ) 

310 

311 x = np.reshape(x, (2, 3, 1)) 

312 y = np.reshape(y, (2, 3, 1)) 

313 np.testing.assert_allclose( 

314 log_encoding_SLog2(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

315 ) 

316 

317 def test_domain_range_scale_log_encoding_SLog2(self) -> None: 

318 """ 

319 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

320log_encoding_SLog2` definition domain and range scale support. 

321 """ 

322 

323 x = 0.18 

324 y = log_encoding_SLog2(x) 

325 

326 d_r = (("reference", 1), ("1", 1), ("100", 100)) 

327 for scale, factor in d_r: 

328 with domain_range_scale(scale): 

329 np.testing.assert_allclose( 

330 log_encoding_SLog2(x * factor), 

331 y * factor, 

332 atol=TOLERANCE_ABSOLUTE_TESTS, 

333 ) 

334 

335 @ignore_numpy_errors 

336 def test_nan_log_encoding_SLog2(self) -> None: 

337 """ 

338 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

339log_encoding_SLog2` definition nan support. 

340 """ 

341 

342 log_encoding_SLog2(np.array([-1.0, 0.0, 1.0, -np.inf, np.inf, np.nan])) 

343 

344 

345class TestLogDecoding_SLog2: 

346 """ 

347 Define :func:`colour.models.rgb.transfer_functions.sony.\ 

348log_decoding_SLog2` definition unit tests methods. 

349 """ 

350 

351 def test_log_decoding_SLog2(self) -> None: 

352 """ 

353 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

354log_decoding_SLog2` definition. 

355 """ 

356 

357 np.testing.assert_allclose( 

358 log_decoding_SLog2(0.088251291513446), 

359 0.0, 

360 atol=TOLERANCE_ABSOLUTE_TESTS, 

361 ) 

362 

363 np.testing.assert_allclose( 

364 log_decoding_SLog2(0.339532524633774), 

365 0.18, 

366 atol=TOLERANCE_ABSOLUTE_TESTS, 

367 ) 

368 

369 np.testing.assert_allclose( 

370 log_decoding_SLog2(0.339283782857486, 12), 

371 0.18, 

372 atol=TOLERANCE_ABSOLUTE_TESTS, 

373 ) 

374 

375 np.testing.assert_allclose( 

376 log_decoding_SLog2(0.323449512215013, 10, False), 

377 0.18, 

378 atol=TOLERANCE_ABSOLUTE_TESTS, 

379 ) 

380 

381 np.testing.assert_allclose( 

382 log_decoding_SLog2(0.307980741258647, 10, False, False), 

383 0.18, 

384 atol=TOLERANCE_ABSOLUTE_TESTS, 

385 ) 

386 

387 np.testing.assert_allclose( 

388 log_decoding_SLog2(0.585091059564112), 

389 1.0, 

390 atol=TOLERANCE_ABSOLUTE_TESTS, 

391 ) 

392 

393 def test_n_dimensional_log_decoding_SLog2(self) -> None: 

394 """ 

395 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

396log_decoding_SLog2` definition n-dimensional arrays support. 

397 """ 

398 

399 y = 0.339532524633774 

400 x = log_decoding_SLog2(y) 

401 

402 y = np.tile(y, 6) 

403 x = np.tile(x, 6) 

404 np.testing.assert_allclose( 

405 log_decoding_SLog2(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

406 ) 

407 

408 y = np.reshape(y, (2, 3)) 

409 x = np.reshape(x, (2, 3)) 

410 np.testing.assert_allclose( 

411 log_decoding_SLog2(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

412 ) 

413 

414 y = np.reshape(y, (2, 3, 1)) 

415 x = np.reshape(x, (2, 3, 1)) 

416 np.testing.assert_allclose( 

417 log_decoding_SLog2(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

418 ) 

419 

420 def test_domain_range_scale_log_decoding_SLog2(self) -> None: 

421 """ 

422 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

423log_decoding_SLog2` definition domain and range scale support. 

424 """ 

425 

426 y = 0.339532524633774 

427 x = log_decoding_SLog2(y) 

428 

429 d_r = (("reference", 1), ("1", 1), ("100", 100)) 

430 for scale, factor in d_r: 

431 with domain_range_scale(scale): 

432 np.testing.assert_allclose( 

433 log_decoding_SLog2(y * factor), 

434 x * factor, 

435 atol=TOLERANCE_ABSOLUTE_TESTS, 

436 ) 

437 

438 @ignore_numpy_errors 

439 def test_nan_log_decoding_SLog2(self) -> None: 

440 """ 

441 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

442log_decoding_SLog2` definition nan support. 

443 """ 

444 

445 log_decoding_SLog2(np.array([-1.0, 0.0, 1.0, -np.inf, np.inf, np.nan])) 

446 

447 

448class TestLogEncoding_SLog3: 

449 """ 

450 Define :func:`colour.models.rgb.transfer_functions.sony.\ 

451log_encoding_SLog3` definition unit tests methods. 

452 """ 

453 

454 def test_log_encoding_SLog3(self) -> None: 

455 """ 

456 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

457log_encoding_SLog3` definition. 

458 """ 

459 

460 np.testing.assert_allclose( 

461 log_encoding_SLog3(0.0), 

462 0.092864125122190, 

463 atol=TOLERANCE_ABSOLUTE_TESTS, 

464 ) 

465 

466 np.testing.assert_allclose( 

467 log_encoding_SLog3(0.18), 

468 0.41055718475073, 

469 atol=TOLERANCE_ABSOLUTE_TESTS, 

470 ) 

471 

472 np.testing.assert_allclose( 

473 log_encoding_SLog3(0.18, 12), 

474 0.410557184750733, 

475 atol=TOLERANCE_ABSOLUTE_TESTS, 

476 ) 

477 

478 np.testing.assert_allclose( 

479 log_encoding_SLog3(0.18, 10, False), 

480 0.406392694063927, 

481 atol=TOLERANCE_ABSOLUTE_TESTS, 

482 ) 

483 

484 np.testing.assert_allclose( 

485 log_encoding_SLog3(0.18, 10, False, False), 

486 0.393489294768447, 

487 atol=TOLERANCE_ABSOLUTE_TESTS, 

488 ) 

489 

490 np.testing.assert_allclose( 

491 log_encoding_SLog3(1.0), 

492 0.596027343690123, 

493 atol=TOLERANCE_ABSOLUTE_TESTS, 

494 ) 

495 

496 def test_n_dimensional_log_encoding_SLog3(self) -> None: 

497 """ 

498 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

499log_encoding_SLog3` definition n-dimensional arrays support. 

500 """ 

501 

502 x = 0.18 

503 y = log_encoding_SLog3(x) 

504 

505 x = np.tile(x, 6) 

506 y = np.tile(y, 6) 

507 np.testing.assert_allclose( 

508 log_encoding_SLog3(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

509 ) 

510 

511 x = np.reshape(x, (2, 3)) 

512 y = np.reshape(y, (2, 3)) 

513 np.testing.assert_allclose( 

514 log_encoding_SLog3(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

515 ) 

516 

517 x = np.reshape(x, (2, 3, 1)) 

518 y = np.reshape(y, (2, 3, 1)) 

519 np.testing.assert_allclose( 

520 log_encoding_SLog3(x), y, atol=TOLERANCE_ABSOLUTE_TESTS 

521 ) 

522 

523 def test_domain_range_scale_log_encoding_SLog3(self) -> None: 

524 """ 

525 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

526log_encoding_SLog3` definition domain and range scale support. 

527 """ 

528 

529 x = 0.18 

530 y = log_encoding_SLog3(x) 

531 

532 d_r = (("reference", 1), ("1", 1), ("100", 100)) 

533 for scale, factor in d_r: 

534 with domain_range_scale(scale): 

535 np.testing.assert_allclose( 

536 log_encoding_SLog3(x * factor), 

537 y * factor, 

538 atol=TOLERANCE_ABSOLUTE_TESTS, 

539 ) 

540 

541 @ignore_numpy_errors 

542 def test_nan_log_encoding_SLog3(self) -> None: 

543 """ 

544 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

545log_encoding_SLog3` definition nan support. 

546 """ 

547 

548 log_encoding_SLog3(np.array([-1.0, 0.0, 1.0, -np.inf, np.inf, np.nan])) 

549 

550 

551class TestLogDecoding_SLog3: 

552 """ 

553 Define :func:`colour.models.rgb.transfer_functions.sony.\ 

554log_decoding_SLog3` definition unit tests methods. 

555 """ 

556 

557 def test_log_decoding_SLog3(self) -> None: 

558 """ 

559 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

560log_decoding_SLog3` definition. 

561 """ 

562 

563 np.testing.assert_allclose( 

564 log_decoding_SLog3(0.092864125122190), 

565 0.0, 

566 atol=TOLERANCE_ABSOLUTE_TESTS, 

567 ) 

568 

569 np.testing.assert_allclose( 

570 log_decoding_SLog3(0.41055718475073), 

571 0.18, 

572 atol=TOLERANCE_ABSOLUTE_TESTS, 

573 ) 

574 

575 np.testing.assert_allclose( 

576 log_decoding_SLog3(0.410557184750733, 12), 

577 0.18, 

578 atol=TOLERANCE_ABSOLUTE_TESTS, 

579 ) 

580 

581 np.testing.assert_allclose( 

582 log_decoding_SLog3(0.406392694063927, 10, False), 

583 0.18, 

584 atol=TOLERANCE_ABSOLUTE_TESTS, 

585 ) 

586 

587 np.testing.assert_allclose( 

588 log_decoding_SLog3(0.393489294768447, 10, False, False), 

589 0.18, 

590 atol=TOLERANCE_ABSOLUTE_TESTS, 

591 ) 

592 

593 np.testing.assert_allclose( 

594 log_decoding_SLog3(0.596027343690123), 

595 1.0, 

596 atol=TOLERANCE_ABSOLUTE_TESTS, 

597 ) 

598 

599 def test_n_dimensional_log_decoding_SLog3(self) -> None: 

600 """ 

601 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

602log_decoding_SLog3` definition n-dimensional arrays support. 

603 """ 

604 

605 y = 0.41055718475073 

606 x = log_decoding_SLog3(y) 

607 

608 y = np.tile(y, 6) 

609 x = np.tile(x, 6) 

610 np.testing.assert_allclose( 

611 log_decoding_SLog3(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

612 ) 

613 

614 y = np.reshape(y, (2, 3)) 

615 x = np.reshape(x, (2, 3)) 

616 np.testing.assert_allclose( 

617 log_decoding_SLog3(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

618 ) 

619 

620 y = np.reshape(y, (2, 3, 1)) 

621 x = np.reshape(x, (2, 3, 1)) 

622 np.testing.assert_allclose( 

623 log_decoding_SLog3(y), x, atol=TOLERANCE_ABSOLUTE_TESTS 

624 ) 

625 

626 def test_domain_range_scale_log_decoding_SLog3(self) -> None: 

627 """ 

628 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

629log_decoding_SLog3` definition domain and range scale support. 

630 """ 

631 

632 y = 0.41055718475073 

633 x = log_decoding_SLog3(y) 

634 

635 d_r = (("reference", 1), ("1", 1), ("100", 100)) 

636 for scale, factor in d_r: 

637 with domain_range_scale(scale): 

638 np.testing.assert_allclose( 

639 log_decoding_SLog3(y * factor), 

640 x * factor, 

641 atol=TOLERANCE_ABSOLUTE_TESTS, 

642 ) 

643 

644 @ignore_numpy_errors 

645 def test_nan_log_decoding_SLog3(self) -> None: 

646 """ 

647 Test :func:`colour.models.rgb.transfer_functions.sony.\ 

648log_decoding_SLog3` definition nan support. 

649 """ 

650 

651 log_decoding_SLog3(np.array([-1.0, 0.0, 1.0, -np.inf, np.inf, np.nan]))