duckdb 1.10505.0

Ergonomic wrapper for DuckDB
Documentation
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
use super::*;

#[test]
fn test_struct_recurses_for_string_variants() -> Result<(), Box<dyn Error>> {
    let struct_array = StructArray::from(vec![
        (
            Arc::new(Field::new("view", DataType::Utf8View, true)),
            Arc::new(StringViewArray::from(vec![Some("foo"), None, Some("baz")])) as ArrayRef,
        ),
        (
            Arc::new(Field::new("large", DataType::LargeUtf8, true)),
            Arc::new(LargeStringArray::from(vec![Some("one"), Some("two"), None])) as ArrayRef,
        ),
    ]);

    let output = roundtrip_single_array(Arc::new(struct_array))?;
    let struct_column = output.as_any().downcast_ref::<StructArray>().unwrap();

    let view_field = struct_column.column(0).as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(view_field.value(0), "foo");
    assert!(view_field.is_null(1));
    assert_eq!(view_field.value(2), "baz");

    let large_field = struct_column.column(1).as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(large_field.value(0), "one");
    assert_eq!(large_field.value(1), "two");
    assert!(large_field.is_null(2));

    Ok(())
}

fn assert_fixed_size_list_strings(
    array: FixedSizeListArray,
    expected: &[[Option<&str>; 2]],
) -> Result<(), Box<dyn Error>> {
    let output = roundtrip_single_array(Arc::new(array))?;
    let list_column = output.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    assert_eq!(list_column.len(), expected.len());

    for (row, expected_values) in expected.iter().enumerate() {
        let list = list_column.value(row);
        let values = list.as_any().downcast_ref::<StringArray>().unwrap();
        for (index, expected_value) in expected_values.iter().enumerate() {
            match expected_value {
                Some(value) => assert_eq!(values.value(index), *value),
                None => assert!(values.is_null(index)),
            }
        }
    }

    Ok(())
}

#[test]
fn test_fixed_size_list_recurses_for_string_variants() -> Result<(), Box<dyn Error>> {
    let fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", DataType::Utf8View, true)),
        2,
        Arc::new(StringViewArray::from(vec![Some("foo"), None, Some("bar"), Some("baz")])),
        None,
    );
    assert_fixed_size_list_strings(fixed_size_lists, &[[Some("foo"), None], [Some("bar"), Some("baz")]])?;

    let large_values = LargeStringArray::from(vec![Some("red"), Some("green"), None, Some("blue")]);
    let fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", DataType::LargeUtf8, true)),
        2,
        Arc::new(large_values),
        None,
    );
    assert_fixed_size_list_strings(fixed_size_lists, &[[Some("red"), Some("green")], [None, Some("blue")]])?;

    Ok(())
}

#[test]
fn test_list_recurses_for_large_string_binary_and_large_list_children() -> Result<(), Box<dyn Error>> {
    let large_strings = LargeStringArray::from(vec![Some("alpha"), None, Some("gamma")]);
    let list_of_large_strings = ListArray::new(
        Arc::new(Field::new("item", DataType::LargeUtf8, true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 3])),
        Arc::new(large_strings),
        None,
    );
    let output = roundtrip_single_array(Arc::new(list_of_large_strings))?;
    let output = output.as_any().downcast_ref::<ListArray>().unwrap();
    let first_list = output.value(0);
    let first_strings = first_list.as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(first_strings.value(0), "alpha");
    assert!(first_strings.is_null(1));
    let second_list = output.value(1);
    let second_strings = second_list.as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(second_strings.value(0), "gamma");

    let large_binary = LargeBinaryArray::from_opt_vec(vec![Some(&b"aa"[..]), None, Some(&b"ccc"[..])]);
    let list_of_large_binary = ListArray::new(
        Arc::new(Field::new("item", DataType::LargeBinary, true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 3])),
        Arc::new(large_binary),
        None,
    );
    let output = roundtrip_single_array(Arc::new(list_of_large_binary))?;
    let output = output.as_any().downcast_ref::<ListArray>().unwrap();
    let first_list = output.value(0);
    let first_binary = first_list.as_any().downcast_ref::<BinaryArray>().unwrap();
    assert_eq!(first_binary.value(0), b"aa");
    assert!(first_binary.is_null(1));
    let second_list = output.value(1);
    let second_binary = second_list.as_any().downcast_ref::<BinaryArray>().unwrap();
    assert_eq!(second_binary.value(0), b"ccc");

    let large_lists = LargeListArray::new(
        Arc::new(Field::new("item", DataType::Int32, true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0_i64, 2, 2, 3])),
        Arc::new(Int32Array::from(vec![Some(1), None, Some(3)])),
        Some(vec![true, false, true].into()),
    );
    let list_of_large_lists = ListArray::new(
        Arc::new(Field::new("item", large_lists.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 3])),
        Arc::new(large_lists),
        None,
    );
    let output = roundtrip_single_array(Arc::new(list_of_large_lists))?;
    let output = output.as_any().downcast_ref::<ListArray>().unwrap();
    let first_list = output.value(0);
    let nested_lists = first_list.as_any().downcast_ref::<ListArray>().unwrap();
    assert_eq!(nested_lists.len(), 2);
    assert!(nested_lists.is_valid(0));
    assert!(nested_lists.is_null(1));
    let first_nested = nested_lists.value(0);
    let first_nested_values = first_nested.as_any().downcast_ref::<Int32Array>().unwrap();
    assert_eq!(first_nested_values.value(0), 1);
    assert!(first_nested_values.is_null(1));
    let second_list = output.value(1);
    let nested_lists = second_list.as_any().downcast_ref::<ListArray>().unwrap();
    let third_nested = nested_lists.value(0);
    let third_nested_values = third_nested.as_any().downcast_ref::<Int32Array>().unwrap();
    assert_eq!(third_nested_values.value(0), 3);

    Ok(())
}

#[test]
fn test_struct_recurses_for_map_children() -> Result<(), Box<dyn Error>> {
    let keys = ["a", "b", "c"];
    let values = UInt32Array::from(vec![Some(1), None, Some(3)]);
    let offsets = [0, 2, 3];
    let map_array = MapArray::new_from_strings(keys.into_iter(), &values, &offsets)?;
    let expected_map = map_array.clone();

    let struct_array = StructArray::from(vec![(
        Arc::new(Field::new("lookup", map_array.data_type().clone(), true)),
        Arc::new(map_array) as ArrayRef,
    )]);

    let output = roundtrip_single_array(Arc::new(struct_array))?;
    let struct_column = output.as_any().downcast_ref::<StructArray>().unwrap();
    let map_field = struct_column.column(0).as_any().downcast_ref::<MapArray>().unwrap();
    assert_eq!(map_field.keys(), expected_map.keys());
    assert_eq!(map_field.values(), expected_map.values());
    assert_eq!(map_field.value_offsets(), expected_map.value_offsets());

    Ok(())
}

#[test]
fn test_struct_child_unsupported_type_returns_error() -> Result<(), Box<dyn Error>> {
    let dictionary = DictionaryArray::<Int8Type>::try_new(
        Int8Array::from(vec![Some(0), Some(1), Some(0)]),
        Arc::new(StringArray::from(vec!["alpha", "beta"])),
    )?;
    let struct_array = StructArray::from(vec![(
        Arc::new(Field::new("dict", dictionary.data_type().clone(), true)),
        Arc::new(dictionary) as ArrayRef,
    )]);
    let schema = Schema::new(vec![Field::new("a", struct_array.data_type().clone(), true)]);
    let batch = RecordBatch::try_new(Arc::new(schema), vec![Arc::new(struct_array) as ArrayRef])?;
    let logical_type = to_duckdb_logical_type(batch.column(0).data_type())?;
    let mut chunk = DataChunkHandle::new(&[logical_type]);

    let err = record_batch_to_duckdb_data_chunk(&batch, &mut chunk).unwrap_err();
    assert!(
        err.to_string().contains("Dictionary") && err.to_string().contains("not supported yet"),
        "unexpected error: {err}"
    );

    Ok(())
}

#[test]
fn test_fixed_size_list_recurses_for_struct_children() -> Result<(), Box<dyn Error>> {
    let int_values = Int32Array::from(vec![Some(1), Some(2), Some(3), Some(4), None, Some(6)]);
    let string_values = StringArray::from(vec![
        Some("one"),
        Some("two"),
        Some("three"),
        Some("four"),
        None,
        Some("six"),
    ]);

    let struct_array = StructArray::from(vec![
        (
            Arc::new(Field::new("i", DataType::Int32, true)),
            Arc::new(int_values) as ArrayRef,
        ),
        (
            Arc::new(Field::new("s", DataType::Utf8, true)),
            Arc::new(string_values) as ArrayRef,
        ),
    ]);

    let fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", struct_array.data_type().clone(), true)),
        2,
        Arc::new(struct_array),
        Some(vec![true, false, true].into()),
    );

    let output = roundtrip_single_array(Arc::new(fixed_size_lists))?;
    let output = output.as_any().downcast_ref::<FixedSizeListArray>().unwrap();

    assert_eq!(output.len(), 3);
    assert!(output.is_valid(0));
    assert!(output.is_null(1));
    assert!(output.is_valid(2));

    let first_list = output.value(0);
    let first_structs = first_list.as_any().downcast_ref::<StructArray>().unwrap();
    let first_ints = first_structs.column(0).as_any().downcast_ref::<Int32Array>().unwrap();
    let first_strings = first_structs.column(1).as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(first_ints.value(0), 1);
    assert_eq!(first_ints.value(1), 2);
    assert_eq!(first_strings.value(0), "one");
    assert_eq!(first_strings.value(1), "two");

    let third_list = output.value(2);
    let third_structs = third_list.as_any().downcast_ref::<StructArray>().unwrap();
    let third_ints = third_structs.column(0).as_any().downcast_ref::<Int32Array>().unwrap();
    let third_strings = third_structs.column(1).as_any().downcast_ref::<StringArray>().unwrap();
    assert!(third_ints.is_null(0));
    assert_eq!(third_ints.value(1), 6);
    assert!(third_strings.is_null(0));
    assert_eq!(third_strings.value(1), "six");

    Ok(())
}

#[test]
fn test_fixed_size_list_recurses_for_nested_container_children() -> Result<(), Box<dyn Error>> {
    let list_values = ListArray::new(
        Arc::new(Field::new("item", DataType::Int32, true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 2, 5, 6])),
        Arc::new(Int32Array::from(vec![
            Some(1),
            Some(2),
            Some(3),
            None,
            Some(5),
            Some(6),
        ])),
        Some(vec![true, false, true, true].into()),
    );
    let fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", list_values.data_type().clone(), true)),
        2,
        Arc::new(list_values),
        None,
    );
    let output = roundtrip_single_array(Arc::new(fixed_size_lists))?;
    let output = output.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    let first_value = output.value(0);
    let first_lists = first_value.as_any().downcast_ref::<ListArray>().unwrap();
    assert_eq!(first_lists.len(), 2);
    assert_eq!(
        first_lists
            .value(0)
            .as_any()
            .downcast_ref::<Int32Array>()
            .unwrap()
            .value(1),
        2
    );
    assert!(first_lists.is_null(1));
    let second_value = output.value(1);
    let second_lists = second_value.as_any().downcast_ref::<ListArray>().unwrap();
    assert_eq!(second_lists.value_length(0), 3);
    assert_eq!(
        second_lists
            .value(1)
            .as_any()
            .downcast_ref::<Int32Array>()
            .unwrap()
            .value(0),
        6
    );

    let keys = ["a", "b", "c", "d", "e"];
    let values = UInt32Array::from(vec![Some(1), None, Some(3), Some(4), Some(5)]);
    let map_values = MapArray::new_from_strings(keys.into_iter(), &values, &[0, 2, 2, 3, 5])?;
    let fixed_size_maps = FixedSizeListArray::new(
        Arc::new(Field::new("item", map_values.data_type().clone(), true)),
        2,
        Arc::new(map_values),
        None,
    );
    let output = roundtrip_single_array(Arc::new(fixed_size_maps))?;
    let output = output.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    let first_value = output.value(0);
    let first_maps = first_value.as_any().downcast_ref::<MapArray>().unwrap();
    assert_eq!(first_maps.value_offsets(), &[0, 2, 2]);
    let second_value = output.value(1);
    let second_maps = second_value.as_any().downcast_ref::<MapArray>().unwrap();
    assert_eq!(second_maps.value_length(0), 1);
    assert_eq!(second_maps.value_length(1), 2);

    let inner_fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", DataType::Int32, true)),
        2,
        Arc::new(Int32Array::from(vec![
            Some(1),
            Some(2),
            Some(3),
            None,
            Some(5),
            Some(6),
            None,
            Some(8),
        ])),
        Some(vec![true, false, true, true].into()),
    );
    let fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", inner_fixed_size_lists.data_type().clone(), true)),
        2,
        Arc::new(inner_fixed_size_lists),
        None,
    );
    let output = roundtrip_single_array(Arc::new(fixed_size_lists))?;
    let output = output.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    let first_value = output.value(0);
    let first_lists = first_value.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    assert_eq!(first_lists.len(), 2);
    assert!(first_lists.is_null(1));
    let second_value = output.value(1);
    let second_lists = second_value.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    assert_eq!(
        second_lists
            .value(0)
            .as_any()
            .downcast_ref::<Int32Array>()
            .unwrap()
            .value(1),
        6
    );
    assert!(
        second_lists
            .value(1)
            .as_any()
            .downcast_ref::<Int32Array>()
            .unwrap()
            .is_null(0)
    );

    Ok(())
}

#[test]
fn test_struct_recurses_for_list_of_map_children() -> Result<(), Box<dyn Error>> {
    let keys = ["a", "b", "c", "d", "e"];
    let values = UInt32Array::from(vec![Some(1), None, Some(3), Some(4), Some(5)]);
    let map_offsets = [0, 2, 3, 3, 5];
    let maps = MapArray::new_from_strings(keys.into_iter(), &values, &map_offsets)?;

    let list_of_maps = ListArray::new(
        Arc::new(Field::new("item", maps.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 4])),
        Arc::new(maps),
        None,
    );

    let struct_array = StructArray::from(vec![(
        Arc::new(Field::new("maps", list_of_maps.data_type().clone(), true)),
        Arc::new(list_of_maps) as ArrayRef,
    )]);

    let output = roundtrip_single_array(Arc::new(struct_array))?;
    let output = output.as_any().downcast_ref::<StructArray>().unwrap();
    let list_field = output.column(0).as_any().downcast_ref::<ListArray>().unwrap();

    let first_list = list_field.value(0);
    let first_maps = first_list.as_any().downcast_ref::<MapArray>().unwrap();
    assert_eq!(first_maps.len(), 2);
    assert_eq!(first_maps.value_length(0), 2);
    assert_eq!(first_maps.value_length(1), 1);
    let first_keys = first_maps.keys().as_any().downcast_ref::<StringArray>().unwrap();
    let first_values = first_maps.values().as_any().downcast_ref::<UInt32Array>().unwrap();
    assert_eq!(first_keys.value(0), "a");
    assert_eq!(first_keys.value(1), "b");
    assert_eq!(first_keys.value(2), "c");
    assert_eq!(first_values.value(0), 1);
    assert!(first_values.is_null(1));
    assert_eq!(first_values.value(2), 3);

    let second_list = list_field.value(1);
    let second_maps = second_list.as_any().downcast_ref::<MapArray>().unwrap();
    assert_eq!(second_maps.len(), 2);
    assert_eq!(second_maps.value_length(0), 0);
    assert_eq!(second_maps.value_length(1), 2);
    let second_keys = second_maps.keys().as_any().downcast_ref::<StringArray>().unwrap();
    let second_values = second_maps.values().as_any().downcast_ref::<UInt32Array>().unwrap();
    let entry_offset = second_maps.value_offsets()[1] as usize;
    assert_eq!(second_keys.value(entry_offset), "d");
    assert_eq!(second_keys.value(entry_offset + 1), "e");
    assert_eq!(second_values.value(entry_offset), 4);
    assert_eq!(second_values.value(entry_offset + 1), 5);

    Ok(())
}

#[test]
fn test_map_recurses_for_list_values() -> Result<(), Box<dyn Error>> {
    let list_values = ListArray::new(
        Arc::new(Field::new("item", DataType::Int32, true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 2, 5])),
        Arc::new(Int32Array::from(vec![Some(1), Some(2), Some(3), None, Some(5)])),
        Some(vec![true, false, true].into()),
    );

    let keys = ["a", "b", "c"];
    let offsets = [0, 2, 3];
    let map_array = MapArray::new_from_strings(keys.into_iter(), &list_values, &offsets)?;

    let output = roundtrip_single_array(Arc::new(map_array))?;
    let output = output.as_any().downcast_ref::<MapArray>().unwrap();
    assert_eq!(output.value_offsets(), &[0, 2, 3]);

    let output_values = output.values().as_any().downcast_ref::<ListArray>().unwrap();
    assert_eq!(output_values.len(), 3);
    assert!(output_values.is_valid(0));
    assert!(output_values.is_null(1));
    assert!(output_values.is_valid(2));

    let first_value = output_values.value(0);
    let first_ints = first_value.as_any().downcast_ref::<Int32Array>().unwrap();
    assert_eq!(first_ints.value(0), 1);
    assert_eq!(first_ints.value(1), 2);

    let third_value = output_values.value(2);
    let third_ints = third_value.as_any().downcast_ref::<Int32Array>().unwrap();
    assert_eq!(third_ints.value(0), 3);
    assert!(third_ints.is_null(1));
    assert_eq!(third_ints.value(2), 5);

    Ok(())
}

#[test]
fn test_sliced_nested_list_roundtrip() -> Result<(), Box<dyn Error>> {
    let struct_values = StructArray::from(vec![
        (
            Arc::new(Field::new("i", DataType::Int32, true)),
            Arc::new(Int32Array::from(vec![Some(1), Some(2), Some(3), None, Some(5)])) as ArrayRef,
        ),
        (
            Arc::new(Field::new("s", DataType::Utf8, true)),
            Arc::new(StringArray::from(vec![
                Some("one"),
                Some("two"),
                Some("three"),
                None,
                Some("five"),
            ])) as ArrayRef,
        ),
    ]);

    let lists = ListArray::new(
        Arc::new(Field::new("item", struct_values.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 1, 3, 3, 5])),
        Arc::new(struct_values),
        Some(vec![true, true, false, true].into()),
    );

    let output = roundtrip_single_array(Arc::new(lists.slice(1, 2)))?;
    let output = output.as_any().downcast_ref::<ListArray>().unwrap();
    assert_eq!(output.len(), 2);
    assert!(output.is_valid(0));
    assert!(output.is_null(1));

    let first_list = output.value(0);
    let first_structs = first_list.as_any().downcast_ref::<StructArray>().unwrap();
    let ints = first_structs.column(0).as_any().downcast_ref::<Int32Array>().unwrap();
    let strings = first_structs.column(1).as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(ints.value(0), 2);
    assert_eq!(ints.value(1), 3);
    assert_eq!(strings.value(0), "two");
    assert_eq!(strings.value(1), "three");

    Ok(())
}

#[test]
fn test_sliced_fixed_size_list_roundtrip_uses_sliced_values() -> Result<(), Box<dyn Error>> {
    let fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", DataType::Utf8, true)),
        2,
        Arc::new(StringArray::from(vec![
            Some("skip-0"),
            Some("skip-1"),
            Some("keep-0"),
            Some("keep-1"),
            Some("null-0"),
            Some("null-1"),
            Some("keep-2"),
            Some("keep-3"),
        ])),
        Some(NullBuffer::from([true, true, false, true].as_slice())),
    );

    let output = roundtrip_single_array(Arc::new(fixed_size_lists.slice(1, 2)))?;
    let output = output.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    assert_eq!(output.len(), 2);
    assert!(output.is_valid(0));
    assert!(output.is_null(1));

    let first_list = output.value(0);
    let first_values = first_list.as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(first_values.value(0), "keep-0");
    assert_eq!(first_values.value(1), "keep-1");

    Ok(())
}

#[test]
fn test_large_list_children_cross_standard_vector_size() -> Result<(), Box<dyn Error>> {
    let child_count: i32 = 3000;

    let struct_values = StructArray::from(vec![(
        Arc::new(Field::new("value", DataType::Int32, true)),
        Arc::new(Int32Array::from((0..child_count).collect::<Vec<_>>())) as ArrayRef,
    )]);
    let list_of_structs = ListArray::new(
        Arc::new(Field::new("item", struct_values.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, child_count])),
        Arc::new(struct_values),
        None,
    );

    let output = roundtrip_single_array(Arc::new(list_of_structs))?;
    let output = output.as_any().downcast_ref::<ListArray>().unwrap();
    let nested_output = output.value(0);
    let nested_output = nested_output.as_any().downcast_ref::<StructArray>().unwrap();
    assert_eq!(nested_output.len(), child_count as usize);
    let values = nested_output.column(0).as_any().downcast_ref::<Int32Array>().unwrap();
    assert_eq!(values.value((child_count - 1) as usize), child_count - 1);

    let nested_offsets = (0..=child_count).collect::<Vec<_>>();
    let nested_lists = ListArray::new(
        Arc::new(Field::new("item", DataType::Int32, false)),
        OffsetBuffer::new(ScalarBuffer::from(nested_offsets)),
        Arc::new(Int32Array::from((0..child_count).collect::<Vec<_>>())),
        None,
    );
    let list_of_lists = ListArray::new(
        Arc::new(Field::new("item", nested_lists.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, child_count])),
        Arc::new(nested_lists),
        None,
    );

    let output = roundtrip_single_array(Arc::new(list_of_lists))?;
    let output = output.as_any().downcast_ref::<ListArray>().unwrap();
    let nested_output = output.value(0);
    let nested_output = nested_output.as_any().downcast_ref::<ListArray>().unwrap();
    assert_eq!(nested_output.len(), child_count as usize);
    let last_list = nested_output.value((child_count - 1) as usize);
    let last_values = last_list.as_any().downcast_ref::<Int32Array>().unwrap();
    assert_eq!(last_values.value(0), child_count - 1);

    let fixed_size_lists = FixedSizeListArray::new(
        Arc::new(Field::new("item", DataType::Int32, false)),
        2,
        Arc::new(Int32Array::from((0..(child_count * 2)).collect::<Vec<_>>())),
        None,
    );
    let list_of_fixed_size_lists = ListArray::new(
        Arc::new(Field::new("item", fixed_size_lists.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, child_count])),
        Arc::new(fixed_size_lists),
        None,
    );

    let output = roundtrip_single_array(Arc::new(list_of_fixed_size_lists))?;
    let output = output.as_any().downcast_ref::<ListArray>().unwrap();
    let nested_output = output.value(0);
    let nested_output = nested_output.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
    assert_eq!(nested_output.len(), child_count as usize);
    let last_list = nested_output.value((child_count - 1) as usize);
    let last_values = last_list.as_any().downcast_ref::<Int32Array>().unwrap();
    assert_eq!(last_values.value(0), child_count * 2 - 2);
    assert_eq!(last_values.value(1), child_count * 2 - 1);

    Ok(())
}

#[test]
fn test_nested_list_sizes_are_set_to_child_counts() -> Result<(), Box<dyn Error>> {
    let inner_lists = ListArray::new(
        Arc::new(Field::new("item", DataType::Int32, true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 2, 5])),
        Arc::new(Int32Array::from(vec![Some(1), Some(2), Some(3), None, Some(5)])),
        None,
    );
    let list_of_lists = ListArray::new(
        Arc::new(Field::new("item", inner_lists.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 3])),
        Arc::new(inner_lists),
        None,
    );

    let chunk = single_array_data_chunk(Arc::new(list_of_lists))?;

    let outer = chunk.list_vector(0);
    assert_eq!(outer.len(), 3);

    let inner = outer.list_child();
    assert_eq!(inner.len(), 5);

    Ok(())
}

#[test]
fn test_irregular_nested_list_cast_uses_recorded_child_counts() -> Result<(), Box<dyn Error>> {
    let inner_lists = ListArray::new(
        Arc::new(Field::new("item", DataType::Int32, true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 2, 5])),
        Arc::new(Int32Array::from(vec![Some(1), Some(2), Some(3), None, Some(5)])),
        None,
    );
    let list_of_lists = ListArray::new(
        Arc::new(Field::new("item", inner_lists.data_type().clone(), true)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 3])),
        Arc::new(inner_lists),
        None,
    );

    let db = Connection::open_in_memory()?;
    db.register_table_function::<ArrowVTab>("arrow")?;

    let schema = Schema::new(vec![Field::new("a", list_of_lists.data_type().clone(), true)]);
    let batch = RecordBatch::try_new(Arc::new(schema), vec![Arc::new(list_of_lists) as ArrayRef])?;
    let param = arrow_recordbatch_to_query_params(batch);
    let mut stmt = db.prepare("SELECT a::VARCHAR FROM arrow(?, ?)")?;
    let rb = stmt.query_arrow(param)?.next().expect("no record batch");
    let output = rb.column(0).as_any().downcast_ref::<StringArray>().unwrap();

    assert_eq!(output.value(0), "[[1, 2], [], [3, NULL, 5]]");

    Ok(())
}

#[test]
fn test_array_of_structs() -> Result<(), Box<dyn Error>> {
    let db = Connection::open_in_memory()?;
    db.register_table_function::<ArrowVTab>("arrow")?;

    // Create the inner struct field
    let struct_field = Field::new("foo", DataType::Int64, true);
    let struct_type = DataType::Struct(Fields::from(vec![struct_field]));

    // Create values for the struct field.
    let mut int_builder = Int64Array::builder(6);
    int_builder.append_value(1);
    int_builder.append_value(2);
    int_builder.append_value(3);
    int_builder.append_value(4);
    int_builder.append_null();
    int_builder.append_value(5);

    let struct_array = StructArray::new(
        Fields::from(vec![Field::new("foo", DataType::Int64, true)]),
        vec![Arc::new(int_builder.finish())],
        None,
    );

    // Create fixed size list array of structs
    let array = FixedSizeListArray::new(
        Arc::new(Field::new("item", struct_type, true)),
        2,
        Arc::new(struct_array),
        Some(NullBuffer::from([true, false, true].as_slice())),
    );

    // Create record batch
    let schema = Schema::new(vec![Field::new("a", array.data_type().clone(), true)]);
    let rb = RecordBatch::try_new(Arc::new(schema), vec![Arc::new(array)])?;

    let param = arrow_recordbatch_to_query_params(rb);
    let mut stmt = db.prepare("SELECT a[1].foo, a[2].foo FROM arrow(?, ?)")?;
    let mut arr = stmt.query_arrow(param)?;
    let rb = arr.next().expect("no record batch");

    let first_item = rb.column(0).as_any().downcast_ref::<Int64Array>().unwrap();
    assert_eq!(first_item.len(), 3);
    assert_eq!(first_item.value(0), 1);
    assert!(first_item.is_null(1));
    assert!(first_item.is_null(2));

    let second_item = rb.column(1).as_any().downcast_ref::<Int64Array>().unwrap();
    assert_eq!(second_item.len(), 3);
    assert_eq!(second_item.value(0), 2);
    assert!(second_item.is_null(1));
    assert_eq!(second_item.value(2), 5);

    Ok(())
}

#[test]
fn test_list_array_of_structs() -> Result<(), Box<dyn Error>> {
    // Create the inner struct field
    let struct_field = Field::new("foo", DataType::Int64, true);
    let struct_type = DataType::Struct(Fields::from(vec![struct_field]));

    // Create values for the struct field.
    let mut int_builder = Int64Array::builder(6);
    int_builder.append_value(1);
    int_builder.append_value(2);
    int_builder.append_value(3);
    int_builder.append_value(4);
    int_builder.append_null();
    int_builder.append_value(5);

    let struct_array = StructArray::new(
        Fields::from(vec![Field::new("foo", DataType::Int64, true)]),
        vec![Arc::new(int_builder.finish())],
        None,
    );

    // Create list array of structs.
    let array = ListArray::new(
        Arc::new(Field::new("item", struct_type, true)),
        OffsetBuffer::from_lengths([1, 2, 0, 1, 0, 2]),
        Arc::new(struct_array),
        Some(NullBuffer::from([true, true, false, true, true, true].as_slice())),
    );

    let output = roundtrip_single_array(Arc::new(array))?;
    let lists = output.as_any().downcast_ref::<ListArray>().unwrap();
    assert_eq!(lists.len(), 6);
    assert!(lists.is_valid(0));
    assert!(lists.is_valid(1));
    assert!(lists.is_null(2));
    assert!(lists.is_valid(3));
    assert!(lists.is_valid(4));
    assert!(lists.is_valid(5));

    let first_list = lists.value(0);
    let first_structs = first_list.as_any().downcast_ref::<StructArray>().unwrap();
    let first_values = first_structs.column(0).as_any().downcast_ref::<Int64Array>().unwrap();
    assert_eq!(first_values.value(0), 1);

    let second_list = lists.value(1);
    let second_structs = second_list.as_any().downcast_ref::<StructArray>().unwrap();
    let second_values = second_structs.column(0).as_any().downcast_ref::<Int64Array>().unwrap();
    assert_eq!(second_values.value(0), 2);
    assert_eq!(second_values.value(1), 3);

    let fourth_list = lists.value(3);
    let fourth_structs = fourth_list.as_any().downcast_ref::<StructArray>().unwrap();
    let fourth_values = fourth_structs.column(0).as_any().downcast_ref::<Int64Array>().unwrap();
    assert_eq!(fourth_values.value(0), 4);

    assert_eq!(lists.value(4).len(), 0);

    let sixth_list = lists.value(5);
    let sixth_structs = sixth_list.as_any().downcast_ref::<StructArray>().unwrap();
    let sixth_values = sixth_structs.column(0).as_any().downcast_ref::<Int64Array>().unwrap();
    assert!(sixth_values.is_null(0));
    assert_eq!(sixth_values.value(1), 5);

    Ok(())
}

#[test]
fn test_list_of_fixed_size_lists_roundtrip() -> Result<(), Box<dyn Error>> {
    // field name must be empty to match `query_arrow` behavior, otherwise record batches will not match
    let field = Field::new("", DataType::Int32, true);
    let mut list_builder = ListBuilder::new(FixedSizeListBuilder::new(Int32Builder::new(), 2).with_field(field));

    // Append first list of FixedSizeList items
    {
        let fixed_size_list_builder = list_builder.values();
        fixed_size_list_builder.values().append_value(1);
        fixed_size_list_builder.values().append_value(2);
        fixed_size_list_builder.append(true);

        // Append NULL fixed-size list item
        fixed_size_list_builder.values().append_null();
        fixed_size_list_builder.values().append_null();
        fixed_size_list_builder.append(false);

        fixed_size_list_builder.values().append_value(3);
        fixed_size_list_builder.values().append_value(4);
        fixed_size_list_builder.append(true);

        list_builder.append(true);
    }

    // Append NULL list
    list_builder.append_null();

    check_generic_array_roundtrip(list_builder.finish())?;

    Ok(())
}

#[test]
fn test_list_of_lists_roundtrip() -> Result<(), Box<dyn Error>> {
    // field name must be 'l' to match `query_arrow` behavior, otherwise record batches will not match
    let field = Field::new("l", DataType::Int32, true);
    let mut list_builder = ListBuilder::new(ListBuilder::new(Int32Builder::new()).with_field(field.clone()));

    // Append first list of items
    {
        let list_item_builder = list_builder.values();
        list_item_builder.append_value(vec![Some(1), Some(2)]);

        // Append NULL list item
        list_item_builder.append_null();

        list_item_builder.append_value(vec![Some(3), None, Some(5)]);

        list_builder.append(true);
    }

    // Append NULL list
    list_builder.append_null();

    check_generic_array_roundtrip(list_builder.finish())?;

    Ok(())
}

#[test]
fn test_list_of_structs_roundtrip() -> Result<(), Box<dyn Error>> {
    let field_i = Arc::new(Field::new("i", DataType::Int32, true));
    let field_s = Arc::new(Field::new("s", DataType::Utf8, true));

    let int32_array = Int32Array::from(vec![Some(1), Some(2), Some(3), Some(4), Some(5)]);
    let string_array = StringArray::from(vec![Some("foo"), Some("baz"), Some("bar"), Some("foo"), Some("baz")]);

    let struct_array = StructArray::from(vec![
        (field_i.clone(), Arc::new(int32_array) as Arc<dyn Array>),
        (field_s.clone(), Arc::new(string_array) as Arc<dyn Array>),
    ]);

    check_generic_array_roundtrip(ListArray::new(
        Arc::new(Field::new(
            "item",
            DataType::Struct(vec![field_i, field_s].into()),
            true,
        )),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 3, 4, 5])),
        Arc::new(struct_array),
        Some(vec![true, false, true].into()),
    ))?;

    Ok(())
}

fn check_map_array_roundtrip(array: MapArray) -> Result<(), Box<dyn Error>> {
    let expected = array.clone();

    let output = roundtrip_single_array(Arc::new(array))?;
    let output_array = output.as_any().downcast_ref::<MapArray>().expect("Expected MapArray");

    assert_eq!(output_array.keys(), expected.keys());
    assert_eq!(output_array.values(), expected.values());
    assert_eq!(output_array.value_offsets(), expected.value_offsets());

    Ok(())
}

#[test]
fn test_map_roundtrip() -> Result<(), Box<dyn Error>> {
    // Test 1 - simple MapArray
    let keys = vec!["a", "b", "c", "d", "e", "f", "g", "h"];
    let values_data = UInt32Array::from(vec![
        Some(0u32),
        None,
        Some(20),
        Some(30),
        None,
        Some(50),
        Some(60),
        Some(70),
    ]);
    // Construct a buffer for value offsets, for the nested array:
    //  [[a, b, c], [d, e, f], [g, h]]
    let entry_offsets = [0, 3, 6, 8];
    let map_array = MapArray::new_from_strings(keys.clone().into_iter(), &values_data, &entry_offsets).unwrap();
    check_map_array_roundtrip(map_array)?;

    // Test 2 - large MapArray of 4000 elements to test buffers capacity adjustment
    let keys: Vec<String> = (0..4000).map(|i| format!("key-{i}")).collect();
    let values_data = UInt32Array::from(
        (0..4000)
            .map(|i| if i % 5 == 0 { None } else { Some(i as u32) })
            .collect::<Vec<_>>(),
    );
    let mut entry_offsets: Vec<u32> = (0..=4000).step_by(3).collect();
    entry_offsets.push(4000);
    let map_array =
        MapArray::new_from_strings(keys.iter().map(String::as_str), &values_data, entry_offsets.as_slice()).unwrap();
    check_map_array_roundtrip(map_array)?;

    Ok(())
}

#[test]
fn test_map_roundtrip_preserves_null_rows() -> Result<(), Box<dyn Error>> {
    let entries = StructArray::from(vec![
        (
            Arc::new(Field::new("keys", DataType::Utf8, false)),
            Arc::new(StringArray::from(vec!["a", "b", "c"])) as ArrayRef,
        ),
        (
            Arc::new(Field::new("values", DataType::UInt32, true)),
            Arc::new(UInt32Array::from(vec![Some(1), None, Some(3)])) as ArrayRef,
        ),
    ]);
    let map_array = MapArray::new(
        Arc::new(Field::new("entries", entries.data_type().clone(), false)),
        OffsetBuffer::new(ScalarBuffer::from(vec![0, 2, 2, 3])),
        entries,
        Some(NullBuffer::from([true, false, true].as_slice())),
        false,
    );

    let output = roundtrip_single_array(Arc::new(map_array))?;
    let output = output.as_any().downcast_ref::<MapArray>().unwrap();
    assert_eq!(output.value_offsets(), &[0, 2, 2, 3]);
    assert!(output.is_valid(0));
    assert!(output.is_null(1));
    assert!(output.is_valid(2));

    let keys = output.keys().as_any().downcast_ref::<StringArray>().unwrap();
    assert_eq!(keys.value(0), "a");
    assert_eq!(keys.value(1), "b");
    assert_eq!(keys.value(2), "c");

    let values = output.values().as_any().downcast_ref::<UInt32Array>().unwrap();
    assert_eq!(values.value(0), 1);
    assert!(values.is_null(1));
    assert_eq!(values.value(2), 3);

    Ok(())
}