File: test_array_blocks.py

package info (click to toggle)
python-asdf 4.3.0-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 7,032 kB
  • sloc: python: 24,068; makefile: 123
file content (999 lines) | stat: -rw-r--r-- 33,041 bytes parent folder | download | duplicates (2)
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
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
import io
import os

import numpy as np
import pytest
import yaml
from numpy.random import random
from numpy.testing import assert_array_equal

import asdf
from asdf import constants, generic_io
from asdf._block import io as bio
from asdf.exceptions import AsdfBlockIndexWarning

RNG = np.random.default_rng(6)


def test_external_block(tmp_path):
    tmp_path = str(tmp_path)

    my_array = RNG.normal(size=(8, 8))
    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    ff.set_array_storage(my_array, "external")
    assert ff.get_array_storage(my_array) == "external"

    ff.write_to(os.path.join(tmp_path, "test.asdf"))

    assert "test0000.asdf" in os.listdir(tmp_path)


def test_external_block_url():
    uri = "asdf://foo"
    my_array = RNG.normal(size=(8, 8))
    tree = {"my_array": my_array}
    asdf.get_config().all_array_storage = "external"
    # this should not raise a ValueError since uri is provided
    asdf.AsdfFile(tree, uri=uri)


def test_external_block_non_url():
    my_array = RNG.normal(size=(8, 8))
    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    ff.set_array_storage(my_array, "external")
    assert ff.get_array_storage(my_array) == "external"

    buff = io.BytesIO()
    with pytest.raises(ValueError, match=r"Can't write external blocks, since URI of main file is unknown."):
        ff.write_to(buff)


def test_invalid_array_storage():
    my_array = RNG.normal(size=(8, 8))
    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    with pytest.raises(ValueError, match=r"array_storage must be one of.*"):
        ff.set_array_storage(my_array, "foo")


def test_transfer_array_sources(tmp_path):
    tmp_path = str(tmp_path)

    my_array = RNG.normal(size=(8, 8))
    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    ff.write_to(os.path.join(tmp_path, "test.asdf"))

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(my_array, ff.tree["my_array"])
        ff.write_to(os.path.join(tmp_path, "test2.asdf"))
        # write_to should have no effect on getting the original data
        assert_array_equal(my_array, ff.tree["my_array"])

    assert ff._fd is None


def test_write_to_same(tmp_path):
    tmp_path = str(tmp_path)

    my_array = RNG.normal(size=(8, 8))
    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    ff.write_to(os.path.join(tmp_path, "test.asdf"))

    with asdf.open(os.path.join(tmp_path, "test.asdf"), mode="rw") as ff:
        assert_array_equal(my_array, ff.tree["my_array"])
        ff.tree["extra"] = [0] * 1000
        ff.write_to(os.path.join(tmp_path, "test2.asdf"))

    with asdf.open(os.path.join(tmp_path, "test2.asdf"), mode="rw") as ff:
        assert_array_equal(my_array, ff.tree["my_array"])


def test_pad_blocks(tmp_path):
    tmp_path = str(tmp_path)

    # This is the case where the new tree can't fit in the available space
    my_array = np.ones((8, 8)) * 1
    my_array2 = np.ones((42, 5)) * 2
    tree = {"my_array": my_array, "my_array2": my_array2}

    ff = asdf.AsdfFile(tree)
    ff.write_to(os.path.join(tmp_path, "test.asdf"), pad_blocks=True)

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["my_array"], my_array)
        assert_array_equal(ff.tree["my_array2"], my_array2)


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_expand_tree(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    testpath = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    my_array = np.arange(64) * 1
    my_array2 = np.arange(64) * 2
    tree = {"arrays": [my_array, my_array2, np.arange(3)]}

    ff = asdf.AsdfFile(tree)
    ff.set_array_storage(tree["arrays"][2], "inline")
    ff.write_to(testpath, pad_blocks=True)
    with asdf.open(testpath, lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        assert len(list(ff._blocks.blocks)) == 2
        assert_array_equal(ff.tree["arrays"][0], my_array)
        ff.tree["extra"] = [0] * 6000
        ff.update()

    with asdf.open(testpath) as ff:
        assert ff.get_array_storage(ff.tree["arrays"][2]) == "inline"
        assert_array_equal(ff.tree["arrays"][0], my_array)
        assert_array_equal(ff.tree["arrays"][1], my_array2)

    # Now, we expand the header only by a little bit
    ff = asdf.AsdfFile(tree)
    ff.set_array_storage(tree["arrays"][2], "inline")
    ff.write_to(os.path.join(tmp_path, "test2.asdf"), pad_blocks=True)
    with asdf.open(os.path.join(tmp_path, "test2.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        ff.tree["extra"] = [0] * 2
        ff.update()

    with asdf.open(os.path.join(tmp_path, "test2.asdf")) as ff:
        assert ff.get_array_storage(ff.tree["arrays"][2]) == "inline"
        assert_array_equal(ff.tree["arrays"][0], my_array)
        assert_array_equal(ff.tree["arrays"][1], my_array2)


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_all_external(tmp_path, lazy_load, memmap):
    fn = tmp_path / "test.asdf"

    my_array = np.arange(64) * 1
    my_array2 = np.arange(64) * 2
    tree = {"arrays": [my_array, my_array2]}

    af = asdf.AsdfFile(tree)
    af.write_to(fn)

    with asdf.config.config_context() as cfg:
        cfg.array_inline_threshold = 10
        cfg.all_array_storage = "external"
        with asdf.open(fn, lazy_load=lazy_load, memmap=memmap, mode="rw") as af:
            af.update()

    assert "test0000.asdf" in os.listdir(tmp_path)
    assert "test0001.asdf" in os.listdir(tmp_path)


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_some_external(tmp_path, lazy_load, memmap):
    fn = tmp_path / "test.asdf"

    my_array = np.arange(64) * 1
    my_array2 = np.arange(64) * 2
    tree = {"arrays": [my_array, my_array2]}

    af = asdf.AsdfFile(tree)
    af.write_to(fn)

    with asdf.open(fn, lazy_load=lazy_load, memmap=memmap, mode="rw") as af:
        af.set_array_storage(af["arrays"][0], "external")
        af.update()

    assert "test0000.asdf" in os.listdir(tmp_path)
    assert "test0001.asdf" not in os.listdir(tmp_path)


def _get_update_tree():
    return {"arrays": [np.arange(64) * 1, np.arange(64) * 2, np.arange(64) * 3]}


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_delete_first_array(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    original_size = os.stat(path).st_size

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        del ff.tree["arrays"][0]
        ff.update()

    assert os.stat(path).st_size <= original_size

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["arrays"][0], tree["arrays"][1])
        assert_array_equal(ff.tree["arrays"][1], tree["arrays"][2])


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_delete_last_array(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    original_size = os.stat(path).st_size

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        del ff.tree["arrays"][-1]
        ff.update()

    assert os.stat(path).st_size <= original_size

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["arrays"][0], tree["arrays"][0])
        assert_array_equal(ff.tree["arrays"][1], tree["arrays"][1])


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_delete_middle_array(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    original_size = os.stat(path).st_size

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        del ff.tree["arrays"][1]
        ff.update()
        assert len(ff._blocks.blocks) == 2

    assert os.stat(path).st_size <= original_size

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert len(ff.tree["arrays"]) == 2
        assert_array_equal(ff.tree["arrays"][0], tree["arrays"][0])
        assert_array_equal(ff.tree["arrays"][1], tree["arrays"][2])


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_replace_first_array(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    original_size = os.stat(path).st_size

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        ff.tree["arrays"][0] = np.arange(32)
        ff.update()

    assert os.stat(path).st_size <= original_size

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["arrays"][0], np.arange(32))
        assert_array_equal(ff.tree["arrays"][1], tree["arrays"][1])
        assert_array_equal(ff.tree["arrays"][2], tree["arrays"][2])


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_replace_last_array(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    original_size = os.stat(path).st_size

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        ff.tree["arrays"][2] = np.arange(32)
        ff.update()

    assert os.stat(path).st_size <= original_size

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["arrays"][0], tree["arrays"][0])
        assert_array_equal(ff.tree["arrays"][1], tree["arrays"][1])
        assert_array_equal(ff.tree["arrays"][2], np.arange(32))


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_replace_middle_array(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    original_size = os.stat(path).st_size

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        ff.tree["arrays"][1] = np.arange(32)
        ff.update()

    assert os.stat(path).st_size <= original_size

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["arrays"][0], tree["arrays"][0])
        assert_array_equal(ff.tree["arrays"][1], np.arange(32))
        assert_array_equal(ff.tree["arrays"][2], tree["arrays"][2])


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_add_array(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        ff.tree["arrays"].append(np.arange(32))
        ff.update()

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["arrays"][0], tree["arrays"][0])
        assert_array_equal(ff.tree["arrays"][1], tree["arrays"][1])
        assert_array_equal(ff.tree["arrays"][2], tree["arrays"][2])
        assert_array_equal(ff.tree["arrays"][3], np.arange(32))


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_add_array_at_end(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    tree = _get_update_tree()

    ff = asdf.AsdfFile(tree)
    ff.write_to(path, pad_blocks=True)

    original_size = os.stat(path).st_size

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        ff.tree["arrays"].append(np.arange(65536, dtype="<i8"))
        ff.update()
        assert len(ff._blocks.blocks) == 4

    assert os.stat(path).st_size >= original_size

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        assert_array_equal(ff.tree["arrays"][0], tree["arrays"][0])
        assert_array_equal(ff.tree["arrays"][1], tree["arrays"][1])
        assert_array_equal(ff.tree["arrays"][2], tree["arrays"][2])
        assert_array_equal(ff.tree["arrays"][3], np.arange(65536, dtype="<i8"))


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_replace_all_arrays(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    testpath = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    my_array = np.ones((64, 64)) * 1
    tree = {
        "my_array": my_array,
    }

    ff = asdf.AsdfFile(tree)
    ff.write_to(testpath, pad_blocks=True)

    with asdf.open(os.path.join(tmp_path, "test.asdf"), lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        assert_array_equal(ff.tree["my_array"], np.ones((64, 64)) * 1)
        ff.tree["my_array"] = np.ones((64, 64)) * 2
        ff.update()

    with asdf.open(testpath) as ff:
        assert_array_equal(ff.tree["my_array"], np.ones((64, 64)) * 2)


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_array_in_place(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    testpath = os.path.join(tmp_path, "test.asdf")

    # This is the case where the new tree can't fit in the available space
    my_array = np.ones((64, 64)) * 1
    tree = {
        "my_array": my_array,
    }

    ff = asdf.AsdfFile(tree)
    ff.write_to(testpath, pad_blocks=True)

    with asdf.open(testpath, lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        array = np.asarray(ff.tree["my_array"])
        array *= 2
        ff.update()

    with asdf.open(testpath) as ff:
        assert_array_equal(ff.tree["my_array"], np.ones((64, 64)) * 2)


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_update_compressed_blocks(tmp_path, lazy_load, memmap):
    """
    This test was originally constructed to test an issue where
    a failed update left a corrupt file. The issue that resulted in
    the failed update (a compressed block growing in size) was fixed
    so this is no longer a good test for a failed update.

    See: https://github.com/asdf-format/asdf/issues/1520

    However, the test does serve to make sure that updating the
    contents of compressed blocks in a way that causes them to grow
    in size on disk does not result in a failed update.
    """
    fn = tmp_path / "test.asdf"
    n_arrays = 10
    array_size = 10000

    # make a tree with many arrays that will compress well
    af = asdf.AsdfFile()
    for i in range(n_arrays):
        af[i] = np.zeros(array_size, dtype="uint8") + i
        af.set_array_compression(af[i], "zlib")
    af.write_to(fn)

    with asdf.open(fn, lazy_load=lazy_load, memmap=memmap, mode="rw") as af:
        # now make the data are difficult to compress
        for i in range(n_arrays):
            assert np.all(af[i] == i)
            af[i][:] = np.random.randint(255, size=array_size)
            af[i][0] = i + 1
        af.update()

    with asdf.open(fn, mode="r") as af:
        for i in range(n_arrays):
            assert af[i][0] == i + 1


def test_init_from_asdffile(tmp_path):
    tmp_path = str(tmp_path)

    my_array = RNG.normal(size=(8, 8))
    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    ff2 = asdf.AsdfFile(ff)
    assert ff.tree["my_array"] is ff2.tree["my_array"]
    assert_array_equal(ff.tree["my_array"], ff2.tree["my_array"])

    ff2.tree["my_array"] = None
    assert_array_equal(ff.tree["my_array"], my_array)

    ff.write_to(os.path.join(tmp_path, "test.asdf"))

    with asdf.open(os.path.join(tmp_path, "test.asdf")) as ff:
        ff2 = asdf.AsdfFile(ff)
        # assert ff.tree["my_array"] is not ff2.tree["my_array"]
        assert_array_equal(ff.tree["my_array"], ff2.tree["my_array"])

        ff2.tree["my_array"] = None
        assert_array_equal(ff.tree["my_array"], my_array)


def test_seek_until_on_block_boundary():
    # Create content where the first block begins on a
    # file-reading-block boundary.

    content = b"""#ASDF 1.0.0
%YAML 1.1
%TAG ! tag:stsci.edu:asdf/
--- !core/asdf-1.0.0
foo : bar
...
"""
    content += b"\0" * (io.DEFAULT_BUFFER_SIZE - 2) + constants.BLOCK_MAGIC + b"\0\x30" + b"\0" * 48

    buff = io.BytesIO(content)
    ff = asdf.open(buff)
    assert len(ff._blocks.blocks) == 1

    buff.seek(0)
    fd = generic_io.InputStream(buff, "r")
    ff = asdf.open(fd)
    assert len(ff._blocks.blocks) == 1


def test_checksum(tmp_path):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    my_array = np.arange(0, 64, dtype="<i8").reshape((8, 8))
    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    ff.write_to(path)

    with asdf.open(path, validate_checksums=True) as ff:
        assert ff._blocks.blocks[0].header["checksum"] == b"\xcaM\\\xb8t_L|\x00\n+\x01\xf1\xcfP1"


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_checksum_update(tmp_path, lazy_load, memmap):
    tmp_path = str(tmp_path)
    path = os.path.join(tmp_path, "test.asdf")

    my_array = np.arange(0, 64, dtype="<i8").reshape((8, 8))

    tree = {"my_array": my_array}
    ff = asdf.AsdfFile(tree)
    ff.write_to(path)

    with asdf.open(path, lazy_load=lazy_load, memmap=memmap, mode="rw") as ff:
        ff.tree["my_array"][7, 7] = 0.0
        # update() should update the checksum, even if the data itself
        # is memmapped and isn't expressly re-written.
        ff.update()

    with asdf.open(path, validate_checksums=True) as ff:
        assert ff._blocks.blocks[0].header["checksum"] == b"T\xaf~[\x90\x8a\x88^\xc2B\x96D,N\xadL"


def test_block_index():
    buff = io.BytesIO()

    arrays = []
    for i in range(100):
        arrays.append(np.ones((8, 8)) * i)

    tree = {"arrays": arrays}

    ff = asdf.AsdfFile(tree)
    ff.write_to(buff)

    buff.seek(0)
    with asdf.open(buff) as ff2:
        assert len(ff2._blocks.blocks) == 100
        assert ff2._blocks.blocks[0].loaded
        for i in range(2, 99):
            assert not ff2._blocks.blocks[i].loaded
        assert ff2._blocks.blocks[99].loaded

        # Force the loading of one array
        ff2.tree["arrays"][50] * 2

        for i in range(2, 99):
            if i == 50:
                assert ff2._blocks.blocks[i].loaded
            else:
                assert not ff2._blocks.blocks[i].loaded


def test_large_block_index():
    """
    This test is designed to test reading of a block index that is
    larger than a single file system block, which is why we create
    io.DEFAULT_BUFFER_SIZE / 4 arrays, and assuming each entry has more
    than one digit in its address, we're guaranteed to have an index
    larger than a filesystem block.
    """

    # TODO: It would be nice to find a way to make this test faster.  The
    # real bottleneck here is the enormous YAML section.

    buff = io.BytesIO()

    narrays = int(io.DEFAULT_BUFFER_SIZE / 4)

    arrays = []
    for i in range(narrays):
        arrays.append(np.array([i], np.uint16))

    tree = {"arrays": arrays}

    ff = asdf.AsdfFile(tree)
    # Since we're testing with small arrays, force all arrays to be stored
    # in internal blocks rather than letting some of them be automatically put
    # inline.
    ff.write_to(buff, all_array_storage="internal")

    buff.seek(0)
    with asdf.open(buff) as ff2:
        assert ff2._blocks.blocks[0].loaded
        assert len(ff2._blocks.blocks) == narrays


def test_no_block_index():
    buff = io.BytesIO()

    arrays = []
    for i in range(10):
        arrays.append(np.ones((8, 8)) * i)

    tree = {"arrays": arrays}

    ff = asdf.AsdfFile(tree)
    ff.write_to(buff, include_block_index=False)

    assert constants.INDEX_HEADER not in buff.getvalue()


def test_junk_after_index():
    buff = io.BytesIO()

    arrays = []
    for i in range(10):
        arrays.append(np.ones((8, 8)) * i)

    tree = {"arrays": arrays}

    ff = asdf.AsdfFile(tree)
    ff.write_to(buff)

    buff.write(b"JUNK")

    buff.seek(0)

    # This has junk after the block index, so it
    # should fall back to reading serially
    with pytest.warns(AsdfBlockIndexWarning, match="Failed to read block index"):
        with asdf.open(buff) as ff:
            assert ff._blocks.blocks[1].loaded


def test_short_file_find_block_index():
    # This tests searching for a block index in a file that looks like
    # it might have an index, in the last filesystem block or so, but
    # ultimately proves to not have an index.

    buff = io.BytesIO()

    ff = asdf.AsdfFile({"arr": np.ndarray([1]), "arr2": np.ndarray([2])})
    # Since we're testing with small arrays, force all arrays to be stored
    # in internal blocks rather than letting some of them be automatically put
    # inline.
    ff.write_to(buff, include_block_index=False, all_array_storage="internal")

    buff.write(b"#ASDF BLOCK INDEX\n")
    buff.write(b"0" * (io.DEFAULT_BUFFER_SIZE * 4))

    buff.seek(0)
    with pytest.warns(AsdfBlockIndexWarning, match="Failed to read block index"):
        with asdf.open(buff) as ff:
            assert len(ff._blocks.blocks) == 2
            assert ff._blocks.blocks[1].loaded


def test_invalid_block_index_values():
    # This adds a value in the block index that points to something
    # past the end of the file.  In that case, we should just reject
    # the index altogether.

    buff = generic_io.get_file(io.BytesIO(), mode="w")

    arrays = []
    for i in range(10):
        arrays.append(np.ones((8, 8)) * i)

    tree = {"arrays": arrays}

    ff = asdf.AsdfFile(tree)
    ff.write_to(buff, include_block_index=True)
    buff.seek(0)
    offset = bio.find_block_index(buff)
    buff.seek(offset)
    block_index = bio.read_block_index(buff)
    block_index.append(123456789)
    buff.seek(offset)
    bio.write_block_index(buff, block_index)

    buff.seek(0)
    with pytest.warns(AsdfBlockIndexWarning, match="Invalid block index contents"):
        with asdf.open(buff) as ff:
            assert len(ff._blocks.blocks) == 10
            assert ff._blocks.blocks[1].loaded


@pytest.mark.parametrize("block_index_index", [0, -1])
def test_invalid_block_index_offset(block_index_index):
    """
    This adds a value in the block index that points to something
    that isn't a block
    """

    buff = io.BytesIO()

    arrays = []
    for i in range(10):
        arrays.append(np.ones((8, 8)) * i)

    tree = {"arrays": arrays}

    ff = asdf.AsdfFile(tree)
    ff.write_to(buff)

    # now overwrite the block index with the first entry
    # incorrectly pointing to a non-block offset
    buff.seek(0)
    bs = buff.read()
    block_index_header_start = bs.index(constants.INDEX_HEADER)
    block_index_start = block_index_header_start + len(constants.INDEX_HEADER)
    block_index = yaml.load(bs[block_index_start:], yaml.SafeLoader)
    block_index[block_index_index] -= 4
    buff.seek(block_index_start)
    yaml.dump(
        block_index,
        stream=buff,
        explicit_start=True,
        explicit_end=True,
        version=asdf.versioning._YAML_VERSION,
        allow_unicode=True,
        encoding="utf-8",
    )

    buff.seek(0)
    with pytest.warns(AsdfBlockIndexWarning, match="Invalid block index contents"):
        with asdf.open(buff) as ff:
            assert len(ff._blocks.blocks) == 10
            for i, a in enumerate(arrays):
                assert ff._blocks.blocks[i].loaded
                assert_array_equal(ff["arrays"][i], a)


def test_unordered_block_index():
    """
    This creates a block index that isn't in increasing order
    """

    buff = generic_io.get_file(io.BytesIO(), mode="w")

    arrays = []
    for i in range(10):
        arrays.append(np.ones((8, 8)) * i)

    tree = {"arrays": arrays}

    ff = asdf.AsdfFile(tree)
    ff.write_to(buff, include_block_index=True)
    buff.seek(0)
    offset = bio.find_block_index(buff)
    buff.seek(offset)
    block_index = bio.read_block_index(buff)
    buff.seek(offset)
    bio.write_block_index(buff, block_index[::-1])
    buff.seek(0)

    buff.seek(0)
    with pytest.warns(AsdfBlockIndexWarning, match="Failed to read block index"):
        with asdf.open(buff) as ff:
            assert len(ff._blocks.blocks) == 10
            assert ff._blocks.blocks[1].loaded


@pytest.fixture(scope="module")
def filename_with_array(tmp_path_factory):
    fn = tmp_path_factory.mktemp("data") / "filename_with_array.asdf"
    tree = {"array": np.random.random((20, 20))}
    ff = asdf.AsdfFile(tree)
    ff.write_to(fn)
    return fn


@pytest.mark.parametrize(
    "open_kwargs,should_memmap",
    [
        ({}, False),
        ({"lazy_load": True, "memmap": True}, True),
        ({"lazy_load": False, "memmap": True}, True),
        ({"lazy_load": True, "memmap": False}, False),
        ({"lazy_load": False, "memmap": False}, False),
    ],
)
def test_open_no_memmap(filename_with_array, open_kwargs, should_memmap):
    """
    Test that asdf.open does not (or does) return memmaps for arrays
    depending on a number of arguments including:
        default (no kwargs)
        memmap
    """
    with asdf.open(filename_with_array, **open_kwargs) as af:
        array = af.tree["array"]
        if should_memmap:
            assert isinstance(array.base, np.memmap)
        else:
            assert not isinstance(array.base, np.memmap)


def test_add_block_before_fully_loaded(tmp_path):
    """
    This test covers a subtle case where a block is added
    to a file before all pre-existing internal blocks have
    been located.  If the BlockManager isn't careful to
    locate them all first, the new block will take the index
    of an existing block and views over that index will
    point to the wrong data.

    See https://github.com/asdf-format/asdf/issues/999
    """
    file_path1 = tmp_path / "test1.asdf"
    file_path2 = tmp_path / "test2.asdf"
    arr0 = random(10)
    arr1 = random(10)
    arr2 = random(10)

    with asdf.AsdfFile() as af:
        af["arr0"] = None
        af["arr1"] = arr1
        af["arr2"] = arr2
        af.write_to(file_path1, include_block_index=False)

    with asdf.open(file_path1) as af:
        af["arr0"] = arr0
        af.write_to(file_path2)

    with asdf.open(file_path2) as af:
        assert_array_equal(af["arr0"], arr0)
        assert_array_equal(af["arr1"], arr1)
        assert_array_equal(af["arr2"], arr2)


@pytest.mark.parametrize("all_array_storage", ["internal", "external", "inline"])
@pytest.mark.parametrize("all_array_compression", [None, "", "zlib", "bzp2", "lz4", "input"])
@pytest.mark.parametrize("compression_kwargs", [None, {}])
def test_write_to_update_storage_options(tmp_path, all_array_storage, all_array_compression, compression_kwargs):
    if all_array_compression == "bzp2" and compression_kwargs is not None:
        compression_kwargs = {"compresslevel": 1}

    def assert_result(ff):
        if all_array_storage == "external":
            assert "test0000.asdf" in os.listdir(tmp_path)
        else:
            assert "test0000.asdf" not in os.listdir(tmp_path)
        if all_array_storage == "internal":
            assert len(ff._blocks.blocks) == 1
        else:
            assert len(ff._blocks.blocks) == 0

        if all_array_storage == "internal":
            target_compression = all_array_compression or None
            if target_compression == "input":
                target_compression = None
            assert ff.get_array_compression(ff["array"]) == target_compression

    arr1 = np.ones((8, 8))
    tree = {"array": arr1}
    fn = tmp_path / "test.asdf"

    ff1 = asdf.AsdfFile(tree)

    # first check write_to
    ff1.write_to(
        fn,
        all_array_storage=all_array_storage,
        all_array_compression=all_array_compression,
        compression_kwargs=compression_kwargs,
    )

    # then reuse the file to check update
    arr2 = np.ones((8, 8)) * 42
    with asdf.open(fn, mode="rw") as ff2:
        assert_result(ff2)
        np.testing.assert_array_equal(arr1, ff2["array"])
        ff2["array"] = arr2
        ff2.update(
            all_array_storage=all_array_storage,
            all_array_compression=all_array_compression,
            compression_kwargs=compression_kwargs,
        )
        assert_result(ff2)
    with asdf.open(fn) as ff3:
        assert_result(ff3)
        np.testing.assert_array_equal(arr2, ff3["array"])


@pytest.mark.parametrize("lazy_load", [True, False])
@pytest.mark.parametrize("memmap", [True, False])
def test_remove_blocks(tmp_path, lazy_load, memmap):
    fn1 = tmp_path / "test.asdf"
    fn2 = tmp_path / "test2.asdf"

    tree = {"a": np.zeros(3), "b": np.ones(10)}
    tree["c"] = tree["b"][:5]

    for key in tree:
        af = asdf.AsdfFile(tree)
        af.write_to(fn1)

        with asdf.open(fn1, lazy_load=lazy_load, memmap=memmap, mode="rw") as af:
            assert len(af._blocks.blocks) == 2
            af[key] = None
            af.write_to(fn2)

        with asdf.open(fn1, lazy_load=lazy_load, memmap=memmap, mode="rw") as af:
            assert len(af._blocks.blocks) == 2
            af[key] = None
            af.update()

        for fn in (fn1, fn2):
            with asdf.open(fn) as af:
                if key == "a":
                    assert len(af._blocks.blocks) == 1
                else:
                    assert len(af._blocks.blocks) == 2
                for key2 in tree:
                    if key == key2:
                        continue
                    np.testing.assert_array_equal(af[key2], tree[key2])


def test_open_memmap_from_closed_file(tmp_path):
    fn = tmp_path / "test.asdf"
    arr = np.zeros(100)
    arr2 = np.ones(100)
    tree = {"base": arr, "view": arr[:50], "base2": arr2}
    af = asdf.AsdfFile(tree)
    af.write_to(fn)

    with asdf.open(fn, lazy_load=True, memmap=False) as af:
        # load the base so we can test if accessing the view after the
        # file is closed will trigger an error
        af["base"][:]
        view = af["view"]
        base2 = af["base2"]

    msg = r"ASDF file has already been closed. Can not get the data."
    with pytest.raises(OSError, match=msg):
        view[:]

    with pytest.raises(OSError, match=msg):
        base2[:]


@pytest.mark.parametrize("default_array_save_base", [True, False])
@pytest.mark.parametrize("save_base", [True, False, None])
def test_views_save_base(tmp_path, default_array_save_base, save_base):
    fn = tmp_path / "test.asdf"
    arr = np.zeros(100, dtype="uint8")
    tree = {"v": arr[:10]}
    with asdf.config_context() as cfg:
        cfg.default_array_save_base = default_array_save_base
        af = asdf.AsdfFile(tree)
        if save_base is not None:
            af.set_array_save_base(af["v"], save_base)
        af.write_to(fn)

    with asdf.open(fn, memmap=True) as af:
        base = af["v"].base
        if save_base or (save_base is None and default_array_save_base):
            assert len(base) == 100
        else:
            assert len(base) == 10