|
1 | 1 | from datetime import datetime, timedelta |
2 | 2 |
|
| 3 | +from ravendb.documents.session.time_series import TimeSeriesRangeType |
3 | 4 | from ravendb.infrastructure.orders import Company, Order |
| 5 | +from ravendb.primitives.time_series import TimeValue |
4 | 6 | from ravendb.tests.test_base import TestBase, User |
5 | 7 |
|
6 | 8 |
|
@@ -273,3 +275,301 @@ def test_include_multiple_time_series(self): |
273 | 275 |
|
274 | 276 | self.assertEqual(base_line + timedelta(minutes=15), vals[0].timestamp) |
275 | 277 | self.assertEqual(base_line + timedelta(minutes=25), vals[60].timestamp) |
| 278 | + |
| 279 | + def test_include_time_series_and_merge_with_existing_ranges_in_cache(self): |
| 280 | + document_id = "users/gracjan" |
| 281 | + base_line = datetime(2023, 8, 20, 21, 30) |
| 282 | + ts_name = "Heartrate" |
| 283 | + |
| 284 | + with self.store.open_session() as session: |
| 285 | + session.store(User(name="Gracjan"), document_id) |
| 286 | + session.save_changes() |
| 287 | + |
| 288 | + with self.store.open_session() as session: |
| 289 | + tsf = session.time_series_for(document_id, ts_name) |
| 290 | + for i in range(360): |
| 291 | + tsf.append_single(base_line + timedelta(seconds=10 * i), 6, "watches/fitbit") |
| 292 | + |
| 293 | + session.save_changes() |
| 294 | + |
| 295 | + with self.store.open_session() as session: |
| 296 | + vals = session.time_series_for(document_id, ts_name).get( |
| 297 | + base_line + timedelta(minutes=2), base_line + timedelta(minutes=10) |
| 298 | + ) |
| 299 | + self.assertEqual(1, session.advanced.number_of_requests) |
| 300 | + self.assertEqual(49, len(vals)) |
| 301 | + self.assertEqual(base_line + timedelta(minutes=2), vals[0].timestamp) |
| 302 | + self.assertEqual(base_line + timedelta(minutes=10), vals[48].timestamp) |
| 303 | + |
| 304 | + user = session.load( |
| 305 | + document_id, |
| 306 | + User, |
| 307 | + lambda i: i.include_time_series( |
| 308 | + ts_name, base_line + timedelta(minutes=40), base_line + timedelta(minutes=50) |
| 309 | + ), |
| 310 | + ) |
| 311 | + self.assertEqual(2, session.advanced.number_of_requests) |
| 312 | + |
| 313 | + # should not go to server |
| 314 | + vals = session.time_series_for(document_id, ts_name).get( |
| 315 | + base_line + timedelta(minutes=40), base_line + timedelta(minutes=50) |
| 316 | + ) |
| 317 | + self.assertEqual(2, session.advanced.number_of_requests) |
| 318 | + |
| 319 | + self.assertEqual(61, len(vals)) |
| 320 | + |
| 321 | + self.assertEqual(base_line + timedelta(minutes=40), vals[0].timestamp) |
| 322 | + self.assertEqual(base_line + timedelta(minutes=50), vals[60].timestamp) |
| 323 | + |
| 324 | + cache = session.time_series_by_doc_id.get(document_id) |
| 325 | + self.assertIsNotNone(cache) |
| 326 | + ranges = cache.get(ts_name) |
| 327 | + self.assertEqual(2, len(ranges)) |
| 328 | + |
| 329 | + self.assertEqual(base_line + timedelta(minutes=2), ranges[0].from_date) |
| 330 | + self.assertEqual(base_line + timedelta(minutes=10), ranges[0].to_date) |
| 331 | + self.assertEqual(base_line + timedelta(minutes=40), ranges[1].from_date) |
| 332 | + self.assertEqual(base_line + timedelta(minutes=50), ranges[1].to_date) |
| 333 | + |
| 334 | + # we intentionally evict just the document (without it's TS data), |
| 335 | + # so that Load request will go to server |
| 336 | + |
| 337 | + session.documents_by_entity.evict(user) |
| 338 | + session.documents_by_id.remove(document_id) |
| 339 | + |
| 340 | + # should go to server to get [0, 2] and merge it into existing [2, 10] |
| 341 | + user = session.load( |
| 342 | + document_id, User, lambda i: i.include_time_series(ts_name, base_line, base_line + timedelta(minutes=2)) |
| 343 | + ) |
| 344 | + |
| 345 | + self.assertEqual(3, session.advanced.number_of_requests) |
| 346 | + |
| 347 | + # should not go to server |
| 348 | + |
| 349 | + vals = session.time_series_for(document_id, ts_name).get(base_line, base_line + timedelta(minutes=2)) |
| 350 | + |
| 351 | + self.assertEqual(3, session.advanced.number_of_requests) |
| 352 | + |
| 353 | + self.assertEqual(13, len(vals)) |
| 354 | + self.assertEqual(base_line, vals[0].timestamp) |
| 355 | + self.assertEqual(base_line + timedelta(minutes=2), vals[12].timestamp) |
| 356 | + |
| 357 | + self.assertEqual(2, len(ranges)) |
| 358 | + self.assertEqual(base_line + timedelta(minutes=0), ranges[0].from_date) |
| 359 | + self.assertEqual(base_line + timedelta(minutes=10), ranges[0].to_date) |
| 360 | + self.assertEqual(base_line + timedelta(minutes=40), ranges[1].from_date) |
| 361 | + self.assertEqual(base_line + timedelta(minutes=50), ranges[1].to_date) |
| 362 | + |
| 363 | + # evict just the document |
| 364 | + session.documents_by_entity.evict(user) |
| 365 | + session.documents_by_id.remove(document_id) |
| 366 | + |
| 367 | + # should go to server to get [10, 16] and merge it into existing [0, 10] |
| 368 | + user = session.load( |
| 369 | + document_id, |
| 370 | + User, |
| 371 | + lambda i: i.include_time_series( |
| 372 | + ts_name, base_line + timedelta(minutes=10), base_line + timedelta(minutes=16) |
| 373 | + ), |
| 374 | + ) |
| 375 | + |
| 376 | + self.assertEqual(4, session.advanced.number_of_requests) |
| 377 | + |
| 378 | + # should not go to server |
| 379 | + vals = session.time_series_for(document_id, ts_name).get( |
| 380 | + base_line + timedelta(minutes=10), base_line + timedelta(minutes=16) |
| 381 | + ) |
| 382 | + self.assertEqual(4, session.advanced.number_of_requests) |
| 383 | + |
| 384 | + self.assertEqual(37, len(vals)) |
| 385 | + self.assertEqual(base_line + timedelta(minutes=10), vals[0].timestamp) |
| 386 | + self.assertEqual(base_line + timedelta(minutes=16), vals[36].timestamp) |
| 387 | + |
| 388 | + self.assertEqual(2, len(ranges)) |
| 389 | + |
| 390 | + self.assertEqual(base_line, ranges[0].from_date) |
| 391 | + self.assertEqual(base_line + timedelta(minutes=16), ranges[0].to_date) |
| 392 | + self.assertEqual(base_line + timedelta(minutes=40), ranges[1].from_date) |
| 393 | + self.assertEqual(base_line + timedelta(minutes=50), ranges[1].to_date) |
| 394 | + |
| 395 | + # evict just the document |
| 396 | + session.documents_by_entity.evict(user) |
| 397 | + session.documents_by_id.remove(document_id) |
| 398 | + |
| 399 | + # should go to server to get range [17, 19] |
| 400 | + # and add it to cache in between [10, 16] and [40, 50] |
| 401 | + |
| 402 | + user = session.load( |
| 403 | + document_id, |
| 404 | + User, |
| 405 | + lambda i: i.include_time_series( |
| 406 | + ts_name, base_line + timedelta(minutes=17), base_line + timedelta(minutes=19) |
| 407 | + ), |
| 408 | + ) |
| 409 | + |
| 410 | + self.assertEqual(5, session.advanced.number_of_requests) |
| 411 | + |
| 412 | + # should not go to server |
| 413 | + |
| 414 | + vals = session.time_series_for(document_id, ts_name).get( |
| 415 | + base_line + timedelta(minutes=17), base_line + timedelta(minutes=19) |
| 416 | + ) |
| 417 | + |
| 418 | + self.assertEqual(5, session.advanced.number_of_requests) |
| 419 | + |
| 420 | + self.assertEqual(13, len(vals)) |
| 421 | + self.assertEqual(base_line + timedelta(minutes=17), vals[0].timestamp) |
| 422 | + self.assertEqual(base_line + timedelta(minutes=19), vals[12].timestamp) |
| 423 | + |
| 424 | + self.assertEqual(3, len(ranges)) |
| 425 | + self.assertEqual(base_line, ranges[0].from_date) |
| 426 | + self.assertEqual(base_line + timedelta(minutes=16), ranges[0].to_date) |
| 427 | + self.assertEqual(base_line + timedelta(minutes=17), ranges[1].from_date) |
| 428 | + self.assertEqual(base_line + timedelta(minutes=19), ranges[1].to_date) |
| 429 | + self.assertEqual(base_line + timedelta(minutes=40), ranges[2].from_date) |
| 430 | + self.assertEqual(base_line + timedelta(minutes=50), ranges[2].to_date) |
| 431 | + |
| 432 | + # evict just the document |
| 433 | + session.documents_by_entity.evict(user) |
| 434 | + session.documents_by_id.remove(document_id) |
| 435 | + |
| 436 | + # should go to server to get range [19, 40] |
| 437 | + # and merge the result with existing ranges [17, 19] and [40, 50] |
| 438 | + # into single range [17, 50] |
| 439 | + |
| 440 | + user = session.load( |
| 441 | + document_id, |
| 442 | + User, |
| 443 | + lambda i: i.include_time_series( |
| 444 | + ts_name, base_line + timedelta(minutes=18), base_line + timedelta(minutes=48) |
| 445 | + ), |
| 446 | + ) |
| 447 | + |
| 448 | + self.assertEqual(6, session.advanced.number_of_requests) |
| 449 | + |
| 450 | + # should not go to server |
| 451 | + |
| 452 | + vals = session.time_series_for(document_id, ts_name).get( |
| 453 | + base_line + timedelta(minutes=18), base_line + timedelta(minutes=48) |
| 454 | + ) |
| 455 | + |
| 456 | + self.assertEqual(6, session.advanced.number_of_requests) |
| 457 | + |
| 458 | + self.assertEqual(181, len(vals)) |
| 459 | + self.assertEqual(base_line + timedelta(minutes=18), vals[0].timestamp) |
| 460 | + self.assertEqual(base_line + timedelta(minutes=48), vals[180].timestamp) |
| 461 | + |
| 462 | + self.assertEqual(2, len(ranges)) |
| 463 | + self.assertEqual(base_line, ranges[0].from_date) |
| 464 | + self.assertEqual(base_line + timedelta(minutes=16), ranges[0].to_date) |
| 465 | + self.assertEqual(base_line + timedelta(minutes=17), ranges[1].from_date) |
| 466 | + self.assertEqual(base_line + timedelta(minutes=50), ranges[1].to_date) |
| 467 | + |
| 468 | + # evict just the document |
| 469 | + session.documents_by_entity.evict(user) |
| 470 | + session.documents_by_id.remove(document_id) |
| 471 | + |
| 472 | + # should go to server to get range [12, 22] |
| 473 | + # and merge the result with existing ranges [0, 16] and [17, 50] |
| 474 | + # into single range [0, 50] |
| 475 | + |
| 476 | + user = session.load( |
| 477 | + document_id, |
| 478 | + User, |
| 479 | + lambda i: i.include_time_series( |
| 480 | + ts_name, base_line + timedelta(minutes=12), base_line + timedelta(minutes=22) |
| 481 | + ), |
| 482 | + ) |
| 483 | + |
| 484 | + self.assertEqual(7, session.advanced.number_of_requests) |
| 485 | + |
| 486 | + # should not go to server |
| 487 | + |
| 488 | + vals = session.time_series_for(document_id, ts_name).get( |
| 489 | + base_line + timedelta(minutes=12), base_line + timedelta(minutes=22) |
| 490 | + ) |
| 491 | + |
| 492 | + self.assertEqual(7, session.advanced.number_of_requests) |
| 493 | + |
| 494 | + self.assertEqual(61, len(vals)) |
| 495 | + self.assertEqual(base_line + timedelta(minutes=12), vals[0].timestamp) |
| 496 | + self.assertEqual(base_line + timedelta(minutes=22), vals[60].timestamp) |
| 497 | + |
| 498 | + self.assertEqual(1, len(ranges)) |
| 499 | + self.assertEqual(base_line, ranges[0].from_date) |
| 500 | + self.assertEqual(base_line + timedelta(minutes=50), ranges[0].to_date) |
| 501 | + |
| 502 | + # evict just the document |
| 503 | + session.documents_by_entity.evict(user) |
| 504 | + session.documents_by_id.remove(document_id) |
| 505 | + |
| 506 | + # should go to server to get range [50, ∞] |
| 507 | + # and merge the result with existing range [0, 50] into single range [0, ∞] |
| 508 | + |
| 509 | + user = session.load( |
| 510 | + document_id, |
| 511 | + User, |
| 512 | + lambda i: i.include_time_series_time_value(ts_name, TimeSeriesRangeType.LAST, TimeValue.of_minutes(10)), |
| 513 | + ) |
| 514 | + |
| 515 | + self.assertEqual(8, session.advanced.number_of_requests) |
| 516 | + |
| 517 | + # should not go to server |
| 518 | + |
| 519 | + vals = session.time_series_for(document_id, ts_name).get(base_line + timedelta(minutes=50), None) |
| 520 | + |
| 521 | + self.assertEqual(8, session.advanced.number_of_requests) |
| 522 | + |
| 523 | + # should not go to server |
| 524 | + |
| 525 | + vals = session.time_series_for(document_id, ts_name).get(base_line + timedelta(minutes=50), None) |
| 526 | + |
| 527 | + self.assertEqual(8, session.advanced.number_of_requests) |
| 528 | + |
| 529 | + self.assertEqual(60, len(vals)) |
| 530 | + |
| 531 | + self.assertEqual(base_line + timedelta(minutes=50), vals[0].timestamp) |
| 532 | + self.assertEqual(base_line + timedelta(minutes=59, seconds=50), vals[59].timestamp) |
| 533 | + |
| 534 | + self.assertEqual(1, len(ranges)) |
| 535 | + self.assertEqual(base_line, ranges[0].from_date) |
| 536 | + self.assertEqual(None, ranges[0].to_date) |
| 537 | + |
| 538 | + def test_query_with_include_time_series(self): |
| 539 | + document_id = "users/gracjan" |
| 540 | + base_line = datetime(2023, 8, 20, 21, 30) |
| 541 | + ts_name = "Heartrate" |
| 542 | + tag = "watches/fitbit" |
| 543 | + |
| 544 | + with self.store.open_session() as session: |
| 545 | + session.store(User(name="Gracjan"), document_id) |
| 546 | + session.save_changes() |
| 547 | + |
| 548 | + with self.store.open_session() as session: |
| 549 | + tsf = session.time_series_for(document_id, ts_name) |
| 550 | + |
| 551 | + for i in range(360): |
| 552 | + tsf.append_single(base_line + timedelta(seconds=i * 10), 67, tag) |
| 553 | + |
| 554 | + session.save_changes() |
| 555 | + |
| 556 | + with self.store.open_session() as session: |
| 557 | + query = session.query(object_type=User).include(lambda i: i.include_time_series(ts_name)) |
| 558 | + |
| 559 | + result = list(query) |
| 560 | + |
| 561 | + self.assertEqual(1, session.advanced.number_of_requests) |
| 562 | + |
| 563 | + self.assertEqual("Gracjan", result[0].name) |
| 564 | + |
| 565 | + # should not go to server |
| 566 | + |
| 567 | + vals = session.time_series_for(document_id, ts_name).get(base_line, base_line + timedelta(minutes=30)) |
| 568 | + |
| 569 | + self.assertEqual(1, session.advanced.number_of_requests) |
| 570 | + |
| 571 | + self.assertEqual(181, len(vals)) |
| 572 | + self.assertEqual(base_line, vals[0].timestamp) |
| 573 | + self.assertEqual(tag, vals[0].tag) |
| 574 | + self.assertEqual(67, vals[0].values[0]) |
| 575 | + self.assertEqual(base_line + timedelta(minutes=30), vals[180].timestamp) |
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