spg-engine 7.37.23

Execution engine for SPG: glues spg-sql parsing to spg-storage. Foreign keys, joins, vectors, cold tier.
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
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
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
//! Index-access planning — B-tree equality seeks, PK fast paths, GIN /
//! trigram / NSW-vector lookups, and the `col = literal` helpers behind
//! them. Split out of `lib.rs` (v7.32 engine modularisation). Pure
//! planners over (WHERE/ORDER expr, schema, catalog, table): they return
//! candidate row indices/locators or `None` to fall back to a scan.

use alloc::borrow::Cow;
use alloc::boxed::Box;
use alloc::vec::Vec;
use core::ops::Bound;

use spg_sql::ast::{BinOp, Expr, Literal, SelectStatement};
use spg_storage::{Catalog, ColumnSchema, IndexKey, Row, Table, Value};

use crate::eval::{self, EvalContext};
use crate::{
    CancelToken, Engine, EngineError, QueryResult, apply_offset_and_limit, build_projection,
    memoize,
};

/// Try to plan a WHERE clause as an equality lookup against an existing
/// index. Returns the candidate row indices on success; `None` means the
/// caller should fall back to a full scan.
///
/// v0.8 recognises a single top-level `col = literal` (in either operand
/// order). AND chains and range scans land in later milestones.
/// Look for `ORDER BY col <dist-op> literal LIMIT k` against an
/// NSW-indexed vector column. Recognised distance ops: `<->` (L2),
/// `<#>` (inner product), `<=>` (cosine). When a WHERE clause is
/// present, the planner does an "over-fetch and filter" pass — it
/// asks the graph for `k * over_fetch` candidates, evaluates WHERE
/// against each, and trims back to `k`. Returns the row indices in
/// ascending-distance order when the plan applies.
pub(crate) fn try_nsw_knn(
    stmt: &SelectStatement,
    table: &Table,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<usize>> {
    if stmt.distinct {
        return None;
    }
    let limit = usize::try_from(stmt.limit_literal()?).ok()?;
    if limit == 0 {
        return None;
    }
    // v6.4.0 — NSW kNN dispatch needs a single ORDER BY key on the
    // distance metric. Multi-key ORDER BY falls through to the
    // generic sort path.
    if stmt.order_by.len() != 1 {
        return None;
    }
    let order = &stmt.order_by[0];
    // NSW kNN returns rows ascending by distance — DESC inverts the
    // natural order, so the planner can't handle it without a sort
    // pass. Fall back to the generic ORDER BY path.
    if order.desc {
        return None;
    }
    let Expr::Binary { lhs, op, rhs } = &order.expr else {
        return None;
    };
    let metric = match op {
        BinOp::L2Distance => spg_storage::NswMetric::L2,
        BinOp::InnerProduct => spg_storage::NswMetric::InnerProduct,
        BinOp::CosineDistance => spg_storage::NswMetric::Cosine,
        _ => return None,
    };
    // Accept both `col <op> literal` and `literal <op> col`.
    let ((Expr::Column(col), literal) | (literal, Expr::Column(col))) =
        (lhs.as_ref(), rhs.as_ref())
    else {
        return None;
    };
    if let Some(q) = &col.qualifier
        && q != table_alias
    {
        return None;
    }
    let col_pos = schema_cols.iter().position(|s| s.name == col.name)?;
    let query = literal_to_vector(literal)?;
    let idx = spg_storage::nsw_index_on(table, col_pos)?;
    if let Some(where_expr) = &stmt.where_ {
        // Over-fetch and filter. The factor (10×) is a heuristic that
        // covers typical selectivity for the corpus tests; v2.x will
        // make it configurable.
        let over_fetch = limit.saturating_mul(10).max(NSW_OVER_FETCH_FLOOR);
        let candidates = spg_storage::nsw_query(table, &idx.name, &query, over_fetch, metric);
        let ctx = EvalContext::new(schema_cols, Some(table_alias));
        let mut kept: Vec<usize> = Vec::with_capacity(limit);
        for i in candidates {
            // Phase C.3 step 2c — MVCC read gate. Skip hot rows this
            // snapshot cannot see so an in-place writer's dead/old
            // version never surfaces on the NSW kNN fast path, and an
            // invisible row never counts toward LIMIT. No-op today.
            if !table.is_row_visible(i, snapshot) {
                continue;
            }
            let row = &table.rows()[i];
            let cond = eval::eval_expr(where_expr, row, &ctx).ok()?;
            if crate::eval::predicate_is_true(&cond, "WHERE", ctx.mysql_dialect).ok()? {
                kept.push(i);
                if kept.len() >= limit {
                    break;
                }
            }
        }
        Some(kept)
    } else {
        // Phase C.3 step 2c — MVCC read gate on the WHERE-less kNN
        // path too: drop hot rows this snapshot cannot see so a
        // writer's dead/old version never surfaces. No-op today (every
        // hot header is committed-alive so `is_row_visible` is `true`).
        Some(
            spg_storage::nsw_query(table, &idx.name, &query, limit, metric)
                .into_iter()
                .filter(|&i| table.is_row_visible(i, snapshot))
                .collect(),
        )
    }
}

/// Lower bound on the over-fetch pool when WHERE is present — even
/// for tiny `LIMIT 1` queries we keep enough candidates to absorb a
/// few WHERE rejections.
const NSW_OVER_FETCH_FLOOR: usize = 32;

/// v7.34.5 — drive the row scan via a BTree index walk in the
/// requested ORDER BY direction, emitting matched row indices lazily
/// and stopping after `LIMIT + OFFSET` survive WHERE. Avoids the
/// full-table materialise + partial-sort tail that the mailrs
/// `content_worker` baseline pinned at 80 ms across 250 k rows.
/// Returns `Some(row_indices)` in the order the caller's ORDER BY
/// asked for so `materialise_in_order` can skip its own sort pass;
/// `None` falls through to the existing scan + sort path.
///
/// Eligibility (any failure → `None`):
///   * no `DISTINCT`, no `LIMIT WITH TIES` (both need a full sort).
///   * `LIMIT N` literal present, `N > 0`.
///   * `OFFSET` literal absent or small enough that scanning past it
///     stays cheap (the walker collects `N + OFFSET` rows then trims).
///   * `ORDER BY` is exactly one entry, the expression is a bare
///     column on this table, and the column has a BTree index.
///   * No GROUP BY / HAVING (those are aggregate-bound paths handled
///     elsewhere; this helper sits on `exec_bare_select`'s primary).
///   * Cold-tier locators short-circuit to `None` so the walker
///     never crosses a tier boundary mid-scan; the legacy path
///     handles cold rows.
pub(crate) fn try_pk_walk_top_n<'a>(
    stmt: &SelectStatement,
    catalog: &'a spg_storage::Catalog,
    table: &'a Table,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
    engine: &Engine,
    cancel: CancelToken<'_>,
) -> Option<Vec<Cow<'a, Row<'static>>>> {
    if stmt.distinct || stmt.limit_with_ties {
        return None;
    }
    if stmt.group_by.is_some() || stmt.having.is_some() {
        return None;
    }
    let limit = usize::try_from(stmt.limit_literal()?).ok()?;
    if limit == 0 {
        return None;
    }
    let offset = stmt
        .offset_literal()
        .and_then(|n| usize::try_from(n).ok())
        .unwrap_or(0);
    // Cap absolute walk cost: if OFFSET is huge, the walker would emit
    // `offset + limit` candidates before returning anything, which can
    // exceed the partial-sort fast path's complexity. The legacy path
    // already handles large-OFFSET sweeps with select_nth_unstable.
    const WALKER_OFFSET_CAP: usize = 65_536;
    if offset > WALKER_OFFSET_CAP {
        return None;
    }
    let want = offset.checked_add(limit)?;
    if stmt.order_by.len() != 1 {
        return None;
    }
    let order = &stmt.order_by[0];
    let Expr::Column(col) = &order.expr else {
        return None;
    };
    if let Some(q) = &col.qualifier
        && q != table_alias
    {
        return None;
    }
    let col_pos = schema_cols
        .iter()
        .position(|s| s.name.eq_ignore_ascii_case(&col.name))?;
    let index = table.index_on(col_pos)?;
    if !matches!(index.kind, spg_storage::IndexKind::BTree(_)) {
        return None;
    }
    // r1020 — a NULL key is not in the btree, so walking the btree cannot
    // see the rows that carry one. That is a silent wrong answer, in both
    // directions, and it shipped:
    //
    //   ORDER BY k DESC LIMIT 3   PG: NULL NULL 30    us: 30 20 10
    //   ORDER BY k ASC  LIMIT 5   PG: 10 20 30 NULL NULL
    //                             us: 10 20 30          (two rows dropped)
    //
    // DESC returns the wrong rows because PG orders NULLS FIRST there;
    // ASC returns too few because the walk runs out of indexed rows and
    // has nothing to fall back on. The unbounded ORDER BY is unaffected —
    // it sorts, and the sort sees every row.
    //
    // A NOT NULL column cannot carry one, so the fast path is exact there
    // and keeps its win. A nullable column falls back to the sort. That is
    // conservative: most such queries have no NULLs at all, and reclaiming
    // them means the walker learning to emit NULL-keyed rows at the right
    // end, which is a change to what it walks rather than a guard on when.
    // DESC is unrecoverable here: PG orders NULLS FIRST, so a NULL-keyed
    // row belongs at the very front and the walk would have to know about
    // it before emitting anything. ASC is recoverable, because NULLs belong
    // last — see the short-walk check after the loop.
    let key_nullable = schema_cols
        .get(col_pos)
        .is_none_or(|c: &ColumnSchema| c.nullable);
    if key_nullable && order.desc {
        return None;
    }
    let where_expr = stmt.where_.as_ref();
    let ctx = EvalContext::new(schema_cols, Some(table_alias));
    let table_name = table.schema().name.as_str();
    let mut kept: Vec<Cow<'a, Row>> = Vec::with_capacity(want);
    // v7.37.x (mailrs prod content_worker NOT EXISTS) — share one
    // MemoizeCache across the walk so a materialised InList (from
    // `subquery_replacement` of an uncorrelated InSubquery / the
    // NOT EXISTS pullup) hits the in-set fast path instead of an
    // O(N×M) linear scan per row. Without the memo, 25 k outer ×
    // 25 k InList on the prod messages × attachment_content shape
    // cost ~6 s.
    let mut memo = memoize::MemoizeCache::new();
    // v7.37.5-A2b (profile-guided) — content_worker prod profile
    // showed 24% self-time in `resolve_column` (linear scan of
    // ctx.columns per cell access) because the per-row WHERE eval
    // path went through `eval_with_in_sets` → `eval_expr(lhs, ...)`
    // → `Expr::Column` → `resolve_column`. The same WHERE expression
    // is fully-compilable (an `m.id NOT IN (literal_list)` after
    // `subquery_replacement`) — pre-compile it once and run
    // `eval_compiled` per row, pre-resolving the column position.
    // Falls back to the eval path for non-compilable WHEREs.
    let compiled_where: Option<eval::CompiledExpr> = where_expr
        .filter(|w| eval::fully_compilable(w))
        .map(|w| eval::compile_expr(w, &ctx));
    let mut eval_stack: Vec<spg_storage::Value<'static>> = Vec::new();
    // The walker yields `(IndexKey, &Vec<RowLocator>)` ordered by key
    // in the requested direction; per-key locator order within the
    // map preserves insertion order, which matches the legacy stable-
    // sort tie-break for equal keys.
    let walker: Box<dyn Iterator<Item = (&spg_storage::IndexKey, &Vec<spg_storage::RowLocator>)>> =
        if order.desc {
            Box::new(index.iter_desc())
        } else {
            Box::new(index.iter_asc())
        };
    // Phase C.3 step 2b — MVCC read gate. Compute the reader's
    // snapshot once; hot rows this snapshot cannot see are skipped so
    // an in-place writer's dead/old version never surfaces on the
    // BTree-walk fast path. Cold-tier locators are frozen segments =
    // always visible, so they stay ungated. No-op today: every hot
    // header is frozen/committed-alive, so `is_row_visible` is `true`.
    let scan_snapshot = engine.current_snapshot();
    for (key, locators) in walker {
        for loc in locators {
            // v7.34.7 (mailrs prod #6 follow-up) — single-table walker
            // gains the same hot/cold dispatch the JOIN walker got in
            // 7.34.6. `mailrs_prod_plain_limit` (`SELECT ... FROM
            // messages WHERE ... ORDER BY id DESC LIMIT N`) was the
            // remaining shape that bailed on the first cold locator
            // and fell back to the legacy materialise + partial-sort
            // path on the 803 MB prod catalog.
            let row_cow: Cow<'a, Row> = match *loc {
                spg_storage::RowLocator::Hot(row_idx) => {
                    if !table.is_row_visible(row_idx, &scan_snapshot) {
                        continue;
                    }
                    match table.rows().get(row_idx) {
                        Some(r) => Cow::Borrowed(r),
                        None => continue,
                    }
                }
                spg_storage::RowLocator::Cold { segment_id, .. } => {
                    match catalog.resolve_cold_locator(table_name, segment_id, key) {
                        Some(r) => Cow::Owned(r),
                        None => continue,
                    }
                }
            };
            if let Some(cw) = &compiled_where {
                // v7.37.5-A2b — compiled path: column positions resolved
                // at compile time; `eval_compiled` is allocator-free per
                // row (stack reused).
                let cond = eval::eval_compiled(cw, row_cow.as_ref(), &ctx, &mut eval_stack).ok()?;
                if !crate::eval::predicate_is_true(&cond, "WHERE", ctx.mysql_dialect).ok()? {
                    continue;
                }
            } else if let Some(w) = where_expr {
                let cond = engine
                    .eval_expr_with_correlated(w, row_cow.as_ref(), &ctx, cancel, Some(&mut memo))
                    .ok()?;
                if !crate::eval::predicate_is_true(&cond, "WHERE", ctx.mysql_dialect).ok()? {
                    continue;
                }
            }
            kept.push(row_cow);
            if kept.len() >= want {
                return Some(kept);
            }
        }
    }
    // r1020 — the walk ran out of INDEXED rows before filling the request.
    // On a nullable key that is exactly the case where NULL-keyed rows —
    // which no btree holds — would have completed it, and PG places them
    // last under ASC. Returning what we have would be a short answer, so
    // hand the query back to the sort, which sees every row.
    //
    // A NOT NULL key cannot be short for that reason, so it keeps its
    // result. On a nullable key this costs the walk when the limit was not
    // satisfied anyway, and keeps the fast path for every request the
    // indexed rows do satisfy — which is the shape that wins.
    if key_nullable && kept.len() < want {
        return None;
    }
    Some(kept)
}

/// Pull a `Vec<f32>` out of a literal-or-cast expression. Returns
/// `None` for anything we can't fold at plan time.
pub(crate) fn literal_to_vector(e: &Expr) -> Option<Vec<f32>> {
    match e {
        Expr::Literal(Literal::Vector(v)) => Some(v.clone()),
        Expr::Cast { expr, .. } => literal_to_vector(expr),
        _ => None,
    }
}

/// Materialise rows in a planner-supplied order (used by the NSW path)
/// without re-running ORDER BY. The projection + LIMIT slot mirror the
/// equivalent block in `exec_bare_select`.
pub(crate) fn materialise_in_order(
    stmt: &SelectStatement,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
    ordered_rows: &[Cow<'_, Row<'static>>],
    mysql: bool,
) -> Result<QueryResult, EngineError> {
    let ctx = EvalContext::new(schema_cols, Some(table_alias));
    let projection = build_projection(&stmt.items, schema_cols, table_alias, mysql)?;
    let mut output_rows: Vec<Row<'static>> = Vec::with_capacity(ordered_rows.len());
    for row_cow in ordered_rows {
        let row = row_cow.as_ref();
        let mut values = Vec::with_capacity(projection.len());
        for p in &projection {
            values.push(eval::eval_expr(&p.expr, row, &ctx)?);
        }
        output_rows.push(Row::new(values));
    }
    apply_offset_and_limit(
        &mut output_rows,
        stmt.offset_literal(),
        stmt.limit_literal(),
    );
    let columns: Vec<ColumnSchema> = projection
        .into_iter()
        .map(|p| ColumnSchema::new(p.output_name, p.ty, p.nullable))
        .collect();
    Ok(QueryResult::Rows {
        columns,
        rows: output_rows,
    })
}

/// v7.20 P4 — hot-row POSITION seek for the mutation paths
/// (UPDATE / DELETE index their planned writes by position in
/// `table.rows()`, so the Cow-row shape `try_index_seek`
/// returns doesn't fit). Same top-level-AND recursion and
/// col=literal resolution; the caller re-applies the full WHERE
/// to every returned row so the index only narrows candidates.
///
/// Returns `None` (→ caller full-scans) when no equality leaf
/// hits an index OR any matching locator lives in the cold tier
/// — the mutation paths operate on hot rows, and the PK
/// promote-then-walk upstream already handles the
/// cold-single-row case.
pub(crate) fn try_index_seek_positions(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<usize>> {
    // v7.37.16 — two-sided range (BETWEEN) position seek, mirroring the
    // SELECT path's try_range_seek (same parse, same rows/4 selectivity
    // cap so a wide range still seq-scans). Must run BEFORE the AND
    // recursion: a BETWEEN desugars to `col>=a AND col<=b`, whose halves
    // alone are one-sided and would fall through to a full scan. The
    // caller re-applies the full WHERE per candidate and sorts, exactly
    // as for the equality seek. A cold locator falls through to the
    // legacy paths (the mutation walk operates on hot rows only).
    // v7.39 (round 461 / round 490) — the cap's budget is counted in rows a
    // caller will actually look at.
    //
    // The cap exists so an index walk never costs more than the scan it
    // replaces: return more than a quarter of the table and the seek is
    // refused. But the index holds one locator per row VERSION, and a
    // churned table's index still carries the dead ones — so the count being
    // compared was inflated by exactly the rows the caller then discards.
    //
    // Measured (round 460): delete-and-reinsert 1000 rows on a 50k table
    // with autovacuum off, and by cycle 20 a 1000-row range returns ~22000
    // candidates against a cap of 17750, so the seek is refused and every
    // DELETE becomes a 71000-row scan. Round 461 bought that back by adding
    // `dead_rows()` to the budget, which stopped the refusal but still
    // carried every dead version through a `Vec`, a sort, and a per-
    // candidate visibility test — 61000 of them by cycle 60 (round 490).
    //
    // The dead versions are now dropped INSIDE the walk, by the same
    // `is_row_visible` test the caller applies, so the budget is back to its
    // original meaning and round 461's compensation is unnecessary.
    let seek_cap = table.rows().len() / 4;
    if let Some((col_pos, lo, hi)) = parse_range_bounds(where_expr, schema_cols, table_alias)
        && let Some(idx) = table.index_on(col_pos)
        && let Some(locators) =
            idx.lookup_range_capped_by(bound_as_ref(&lo), bound_as_ref(&hi), seek_cap, |l| {
                match l {
                    spg_storage::RowLocator::Hot(i) => table.is_row_visible(i, snapshot),
                    // A cold locator makes the whole seek bail below; keep it
                    // so that decision is reached rather than silently
                    // dropping it here.
                    spg_storage::RowLocator::Cold { .. } => true,
                }
            })
    {
        let mut out = Vec::with_capacity(locators.len());
        let mut all_hot = true;
        for loc in &locators {
            match *loc {
                spg_storage::RowLocator::Hot(i) => out.push(i),
                spg_storage::RowLocator::Cold { .. } => {
                    all_hot = false;
                    break;
                }
            }
        }
        if all_hot {
            // v7.39 (pg_stat knife B) — one index scan.
            table.note_index_scan(out.len() as u64);
            return Some(out);
        }
    }
    if let Expr::Binary {
        lhs,
        op: BinOp::And,
        rhs,
    } = where_expr
    {
        if let Some(p) = try_index_seek_positions(lhs, schema_cols, table, table_alias, snapshot) {
            return Some(p);
        }
        return try_index_seek_positions(rhs, schema_cols, table, table_alias, snapshot);
    }
    let Expr::Binary {
        lhs,
        op: BinOp::Eq,
        rhs,
    } = where_expr
    else {
        return None;
    };
    let (col_pos, value) = resolve_col_literal_pair(lhs, rhs, schema_cols, table_alias)
        .or_else(|| resolve_col_literal_pair(rhs, lhs, schema_cols, table_alias))?;
    let idx = table.index_on(col_pos)?;
    let key = IndexKey::from_value(&value)?;
    let locators = idx.lookup_eq(&key);
    let mut out = Vec::with_capacity(locators.len());
    for loc in locators {
        match *loc {
            // v7.39 (round 490) — dead versions are dropped here for the
            // same reason as in the range walk above: the caller tests
            // exactly this and skips.
            spg_storage::RowLocator::Hot(i) => {
                if table.is_row_visible(i, snapshot) {
                    out.push(i);
                }
            }
            spg_storage::RowLocator::Cold { .. } => return None,
        }
    }
    // v7.39 (pg_stat knife B) — one index scan.
    table.note_index_scan(out.len() as u64);
    Some(out)
}

/// v7.38 (perf, index range scan) — flip a comparison operator for the
/// `literal <op> column` orientation (`5 < v` ≡ `v > 5`).
fn flip_comparison(op: BinOp) -> Option<BinOp> {
    match op {
        BinOp::Gt => Some(BinOp::Lt),
        BinOp::GtEq => Some(BinOp::LtEq),
        BinOp::Lt => Some(BinOp::Gt),
        BinOp::LtEq => Some(BinOp::GtEq),
        _ => None,
    }
}

/// Parse a single `col <op> lit` / `lit <op> col` range comparison into
/// `(col_pos, lo, hi)` where exactly one of `lo` / `hi` is bounded. Returns
/// None for anything that isn't a `> >= < <=` comparison of an indexable
/// column against a literal.
fn parse_one_sided_range(
    e: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
) -> Option<(usize, Bound<IndexKey>, Bound<IndexKey>)> {
    let Expr::Binary { lhs, op, rhs } = e else {
        return None;
    };
    // `col <op> lit` keeps `op`; `lit <op> col` flips it.
    let (col_pos, value, op) =
        if let Some((p, v)) = resolve_col_literal_pair(lhs, rhs, schema_cols, table_alias) {
            (p, v, *op)
        } else if let Some((p, v)) = resolve_col_literal_pair(rhs, lhs, schema_cols, table_alias) {
            (p, v, flip_comparison(*op)?)
        } else {
            return None;
        };
    let key = IndexKey::from_value(&value)?;
    let bounds = match op {
        BinOp::Gt => (Bound::Excluded(key), Bound::Unbounded),
        BinOp::GtEq => (Bound::Included(key), Bound::Unbounded),
        BinOp::Lt => (Bound::Unbounded, Bound::Excluded(key)),
        BinOp::LtEq => (Bound::Unbounded, Bound::Included(key)),
        _ => return None,
    };
    Some((col_pos, bounds.0, bounds.1))
}

/// Parse a two-sided range predicate — `(col >=/> a) AND (col <=/< b)` on the
/// SAME column (the BETWEEN shape) — into `(col_pos, lo, hi)` with both ends
/// bounded. Deliberately TWO-sided only: a one-sided `col > x` is usually
/// non-selective (matches a large fraction), where an index range scan +
/// per-candidate re-eval loses to a tight seq scan; those stay on the seq
/// path. A two-sided BETWEEN is typically selective enough to win, and the
/// cap in `try_range_seek` catches the rare wide one.
fn parse_range_bounds(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
) -> Option<(usize, Bound<IndexKey>, Bound<IndexKey>)> {
    let bounds = parse_range_bounds_inner(where_expr, schema_cols, table_alias)?;
    // v7.39 (enum order knife) — the index orders enum labels
    // lexicographically but PG's enum order is the catalog member order,
    // so a range walk would under-select (and the caller's WHERE re-eval
    // cannot restore missing rows). Bail to a seq scan, whose Binary
    // comparisons are member-order aware. Eq / IN-list seeks stay: label
    // equality is exact.
    if schema_cols
        .get(bounds.0)
        .is_some_and(|c| c.user_enum_type.is_some())
    {
        return None;
    }
    Some(bounds)
}

fn parse_range_bounds_inner(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
) -> Option<(usize, Bound<IndexKey>, Bound<IndexKey>)> {
    let Expr::Binary {
        lhs,
        op: BinOp::And,
        rhs,
    } = where_expr
    else {
        return None;
    };
    let (c1, lo1, hi1) = parse_one_sided_range(lhs, schema_cols, table_alias)?;
    let (c2, lo2, hi2) = parse_one_sided_range(rhs, schema_cols, table_alias)?;
    if c1 != c2 {
        return None;
    }
    // One side must supply the lower bound, the other the upper.
    let lo = match (lo1, lo2) {
        (Bound::Unbounded, b) | (b, Bound::Unbounded) => b,
        _ => return None, // two lower bounds — not a clean [lo, hi]
    };
    let hi = match (hi1, hi2) {
        (Bound::Unbounded, b) | (b, Bound::Unbounded) => b,
        _ => return None,
    };
    // Both ends must be bounded (a real BETWEEN), else fall back to seq scan.
    if matches!(lo, Bound::Unbounded) || matches!(hi, Bound::Unbounded) {
        return None;
    }
    Some((c1, lo, hi))
}

fn bound_as_ref(b: &Bound<IndexKey>) -> Bound<&IndexKey> {
    match b {
        Bound::Included(k) => Bound::Included(k),
        Bound::Excluded(k) => Bound::Excluded(k),
        Bound::Unbounded => Bound::Unbounded,
    }
}

/// v7.38 (perf, index range scan) — plan `col <op> lit` / `col BETWEEN a AND b`
/// as an index range walk. Returns the candidate rows in the key range, or None
/// (→ caller seq-scans) when there's no usable index, the shape isn't a range,
/// the range isn't selective (> half the table — the cap), or the range touches
/// a cold-tier locator (whose key we'd need to resolve the segment row and the
/// flattened walk doesn't carry). The caller re-applies the full WHERE per row,
/// so returning a superset is correct.
/// v7.39 (round 560) — rebuild the column's value from its index key.
///
/// `IndexKey::Int` holds an i64 whatever the column was declared as, so
/// the DECLARED type decides what comes back — `SELECT k` on an INT
/// column must answer int4, not int8. A type whose key is lossy in the
/// other direction (a date and a timestamp both key as Int) is not
/// reconstructible and falls back to reading the row.
fn value_from_key(
    key: &spg_storage::IndexKey,
    declared: spg_storage::DataType,
) -> Option<spg_storage::Value<'static>> {
    use spg_storage::{IndexKey as K, Value};
    Some(match (key, declared) {
        (K::Int(n), spg_storage::DataType::SmallInt) => Value::SmallInt(i16::try_from(*n).ok()?),
        (K::Int(n), spg_storage::DataType::Int) => Value::Int(i32::try_from(*n).ok()?),
        (K::Int(n), spg_storage::DataType::BigInt) => Value::BigInt(*n),
        (K::Text(t), spg_storage::DataType::Text) => Value::text(t.clone()),
        (K::Bool(b), spg_storage::DataType::Bool) => Value::Bool(*b),
        (K::Uuid(u), spg_storage::DataType::Uuid) => Value::Uuid(*u),
        _ => return None,
    })
}

/// v7.39 (round 560) — an index-only range scan.
///
/// When the projection needs nothing but the indexed column, the value
/// is already in the index KEY and the row never has to be read.
/// `try_range_seek` below throws the key away, keeps the locator and
/// fetches the row for a value the walk had in hand. Measured over
/// pgwire on a 500k table, projecting `k` for a 100k-row range:
///
/// ```text
///     PG18  Index Only Scan   3.6 ms      SPG  30 ms
/// ```
///
/// 8x, widening with the row count (2x at 1k rows).
///
/// PG needs its visibility map for this — a heap tuple carries its own
/// visibility, so an index entry alone cannot say whether the row is
/// live, and PG falls back to the heap for any page the map does not
/// mark all-visible. SPG keeps a header array beside the rows, so the
/// locator answers it directly and there is no map to be stale.
///
/// No selectivity cap: the ceiling on `try_range_seek` exists because
/// its caller materialises every candidate, which this does not do.
pub(crate) fn try_index_only_range(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
    projected: usize,
) -> Option<Vec<spg_storage::Value<'static>>> {
    let mut out: Vec<spg_storage::Value<'static>> = Vec::new();
    match index_only_range_each(
        where_expr,
        schema_cols,
        table,
        table_alias,
        snapshot,
        projected,
        &mut |v| {
            out.push(v);
            Ok(())
        },
    ) {
        Some(Ok(_)) => Some(out),
        // The walk only errors on an index that disagrees with its own
        // schema; this caller has emitted nothing, so it can still fall
        // back to the ordinary path rather than surface it.
        Some(Err(_)) | None => None,
    }
}

/// v7.39 (round 564) — the walk itself, handing each value to a sink.
///
/// `try_index_only_range` collects into a `Vec`; the streaming caller
/// wants to emit as it goes and must not have to collect first. Both go
/// through here so the shape rules and the visibility rules have one
/// copy between them.
///
/// `None` means the shape does not apply and NOTHING has been handed to
/// the sink — the caller may still fall back. `Some(Err(_))` means rows
/// may already have gone out.
pub(crate) fn index_only_range_each(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
    projected: usize,
    sink: &mut dyn FnMut(spg_storage::Value<'static>) -> Result<(), EngineError>,
) -> Option<Result<usize, EngineError>> {
    let (ty, lo, hi, idx) =
        index_only_precheck(where_expr, schema_cols, table, table_alias, projected)?;
    let entries = idx.range_keyed(bound_as_ref(&lo), bound_as_ref(&hi))?;
    let mut headers = table.header_runs();
    let mut n = 0usize;
    for (key, loc) in entries {
        let spg_storage::RowLocator::Hot(i) = loc else {
            return Some(Err(EngineError::Unsupported(
                "index-only scan met a locator outside the hot tier".into(),
            )));
        };
        if !headers.visible(i, snapshot) {
            continue;
        }
        // Unreachable given `key_restores_type` above and keys built
        // from the column's own values — an index that disagrees with
        // its schema is worth saying so about, not walking past.
        let Some(v) = value_from_key(key, ty) else {
            return Some(Err(EngineError::Unsupported(
                "index-only scan: index key does not restore the column type".into(),
            )));
        };
        if let Err(e) = sink(v) {
            return Some(Err(e));
        }
        n += 1;
    }
    Some(Ok(n))
}

/// v7.39 (round 565) — everything decidable about this scan before it
/// walks: the shape of the predicate, the tier, the type, the index.
///
/// Split out because EXPLAIN has to answer the same question and must
/// not answer it from its own copy of the rules. Round 564 named the
/// path in the executor and left EXPLAIN calling it `Index Scan`, so a
/// reader comparing two plans that run 2x apart saw one plan.
pub(crate) fn index_only_precheck<'t>(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &'t Table,
    table_alias: &str,
    projected: usize,
) -> Option<(
    spg_storage::DataType,
    Bound<IndexKey>,
    Bound<IndexKey>,
    &'t spg_storage::Index,
)> {
    let (col_pos, lo, hi) = parse_index_only_bounds(where_expr, schema_cols, table_alias)?;
    if col_pos != projected {
        return None;
    }
    // A cold-tier locator carries no position to test visibility with,
    // and its value lives off-heap; anything cold falls back.
    if table.has_cold_rows_fast() {
        return None;
    }
    let ty = schema_cols[col_pos].ty;
    // Decided BEFORE the walk, not per row: a streaming caller cannot
    // take a row back once it has gone out, so "this type does not come
    // back from its key" has to be a shape rejection, not a discovery
    // made halfway through.
    if !key_restores_type(ty) {
        return None;
    }
    let idx = table.index_on(col_pos)?;
    Some((ty, lo, hi, idx))
}

/// v7.39 (round 566) — the predicates an index-only scan can serve:
/// a two-sided range, or an equality, which is the degenerate range
/// `[k, k]`.
///
/// Equality was left out when round 560 built this, and it is the
/// commoner query. On 500k rows with 50 distinct values, `WHERE g = 7`
/// returns 10k of them:
///
/// ```text
///     SPG  9.5 ms      PG18  4.5 ms      2.1x
/// ```
///
/// — the same loss the range shape carried before round 564, in the
/// shape people write more often.
///
/// The enum guard `parse_range_bounds` applies does not reach here, and
/// deliberately: it exists because the index orders labels
/// lexicographically while PG orders them by catalog position, so a
/// RANGE walk would under-select. Equality does not depend on the
/// order — its own comment in `try_index_seek_positions` says so.
fn parse_index_only_bounds(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
) -> Option<(usize, Bound<IndexKey>, Bound<IndexKey>)> {
    if let Some(r) = parse_range_bounds(where_expr, schema_cols, table_alias) {
        return Some(r);
    }
    let Expr::Binary {
        lhs,
        op: BinOp::Eq,
        rhs,
    } = where_expr
    else {
        return None;
    };
    let (col_pos, value) = resolve_col_literal_pair(lhs, rhs, schema_cols, table_alias)
        .or_else(|| resolve_col_literal_pair(rhs, lhs, schema_cols, table_alias))?;
    // `col = NULL` is never true, and an index that stores NULL keys
    // would happily hand rows back for it.
    if value.is_null() {
        return None;
    }
    let key = IndexKey::from_value(&value)?;
    Some((col_pos, Bound::Included(key.clone()), Bound::Included(key)))
}

/// Which declared types an index key comes back as unambiguously.
///
/// The pairs `value_from_key` accepts, as a question about the TYPE
/// alone. A date and a timestamp both key as `IndexKey::Int`, so
/// neither is here.
fn key_restores_type(ty: spg_storage::DataType) -> bool {
    use spg_storage::DataType as T;
    matches!(
        ty,
        T::SmallInt | T::Int | T::BigInt | T::Text | T::Bool | T::Uuid
    )
}

fn try_range_seek<'a>(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &'a Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<Cow<'a, Row<'static>>>> {
    let (col_pos, lo, hi) = parse_range_bounds(where_expr, schema_cols, table_alias)?;
    let idx = table.index_on(col_pos)?;
    // Selectivity cap: the caller still materialises + re-evals every candidate
    // this returns, so the index range scan only pays off when the range is a
    // small fraction of the table. Empirically ~50%-selective ranges regress
    // (index-walk + per-candidate materialise > a tight seq scan); a quarter is
    // a safe margin that keeps the clear wins and falls back (→ None → seq scan)
    // otherwise, so no endpoint regresses.
    let cap = table.rows().len() / 4;
    // v7.39 (round 490) — drop the dead versions inside the walk. This loop
    // already tested `is_row_visible` and skipped; doing it one level down
    // means the cap stops counting them too (see `lookup_range_capped_by`).
    let locators =
        idx.lookup_range_capped_by(bound_as_ref(&lo), bound_as_ref(&hi), cap, |l| match l {
            spg_storage::RowLocator::Hot(i) => table.is_row_visible(i, snapshot),
            spg_storage::RowLocator::Cold { .. } => true,
        })?;
    let mut out: Vec<Cow<'a, Row>> = Vec::with_capacity(locators.len());
    for loc in &locators {
        match *loc {
            spg_storage::RowLocator::Hot(i) => {
                if let Some(row) = table.rows().get(i) {
                    out.push(Cow::Borrowed(row));
                }
            }
            // A range walk flattens locators without their per-key handle, so a
            // cold-tier row can't be resolved the way the Eq seek does. Bail to
            // a seq scan (correct — the caller re-applies the WHERE to all rows).
            spg_storage::RowLocator::Cold { .. } => return None,
        }
    }
    // v7.39 (pg_stat knife B) — one index scan.
    table.note_index_scan(out.len() as u64);
    Some(out)
}

/// v7.38 (perf, exact-range count) — `count(*)` over a WHERE that is EXACTLY a
/// two-sided indexed range: the visible in-range locators ARE the matching
/// rows (`parse_range_bounds` only matches a pure two-sided range on the
/// indexed column, so there's no residual predicate), so we tally them without
/// materialising a single row or re-evaluating the WHERE. Returns None (→ the
/// caller runs the general aggregate path) when the shape doesn't fit or a
/// cold-tier locator is in range (its visibility needs the resolved row). No
/// selectivity cap — counting is cheap and always ≤ a full scan.
pub(crate) fn try_range_count(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<i64> {
    let (col_pos, lo, hi) = parse_range_bounds(where_expr, schema_cols, table_alias)?;
    let idx = table.index_on(col_pos)?;
    let locators = idx.lookup_range_capped(bound_as_ref(&lo), bound_as_ref(&hi), usize::MAX)?;
    let mut count: i64 = 0;
    for loc in &locators {
        match *loc {
            spg_storage::RowLocator::Hot(i) => {
                if table.is_row_visible(i, snapshot) {
                    count += 1;
                }
            }
            spg_storage::RowLocator::Cold { .. } => return None,
        }
    }
    Some(count)
}

pub(crate) fn try_index_seek<'a>(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    catalog: &'a Catalog,
    table: &'a Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<Cow<'a, Row<'static>>>> {
    // v7.38 (perf) — a range predicate (`col BETWEEN a AND b`, `col > x`) walks
    // the index range instead of full-scanning. Tried before the `AND` recurse
    // so a two-sided BETWEEN is caught as one range; a mixed predicate like
    // `id = 1 AND created > $1` isn't a pure range, so this returns None and the
    // Eq path below still seeks on `id`.
    if let Some(rows) = try_range_seek(where_expr, schema_cols, table, table_alias, snapshot) {
        return Some(rows);
    }
    // v7.11.3 — recurse through top-level `AND` so a PG-style
    // composite predicate like `WHERE id = 1 AND created_at > $1`
    // still hits the index on `id`. The caller re-applies the
    // full WHERE expression to each returned row, so dropping the
    // residual conjuncts here is correct — the index just narrows
    // the candidate set.
    if let Expr::Binary {
        lhs,
        op: BinOp::And,
        rhs,
    } = where_expr
    {
        // Try LHS first (typical convention: leading equality on
        // the indexed column comes first in user-written SQL).
        if let Some(rows) = try_index_seek(lhs, schema_cols, catalog, table, table_alias, snapshot)
        {
            return Some(rows);
        }
        return try_index_seek(rhs, schema_cols, catalog, table, table_alias, snapshot);
    }
    // v7.33 (mailrs 7.33.0) — `indexed_col IN (lit, …)` seeks each literal
    // and unions the rows (PG's bitmap index scan) instead of a full scan
    // + per-row membership test. The single-table path otherwise tested a
    // 60-element list against every row (24k × 60 string compares ~66 ms).
    if let Some(rows) = try_inlist_seek(
        where_expr,
        schema_cols,
        catalog,
        table,
        table_alias,
        snapshot,
    ) {
        return Some(rows);
    }
    let Expr::Binary {
        lhs,
        op: BinOp::Eq,
        rhs,
    } = where_expr
    else {
        return None;
    };
    let (col_pos, value) = resolve_col_literal_pair(lhs, rhs, schema_cols, table_alias)
        .or_else(|| resolve_col_literal_pair(rhs, lhs, schema_cols, table_alias))?;
    let idx = table.index_on(col_pos)?;
    let key = IndexKey::from_value(&value)?;
    let locators = idx.lookup_eq(&key);
    let table_name = table.schema().name.as_str();
    // v5.1: each locator dispatches to either the hot tier (zero-
    // copy borrow of `table.rows()[i]`) or a cold-tier segment
    // (one page read + dense row decode, ~µs scale). Cold rows are
    // returned as `Cow::Owned` so the caller's `&Row<'static>` iteration
    // doesn't see a tier distinction; pre-freezer (no cold
    // segments loaded) every locator is `Hot` and every entry is
    // `Cow::Borrowed` — identical cost to the pre-v5.1 path.
    let mut out: Vec<Cow<'a, Row>> = Vec::with_capacity(locators.len());
    for loc in locators {
        match *loc {
            spg_storage::RowLocator::Hot(i) => {
                // Phase C.3 step 2c — MVCC read gate: skip hot rows this
                // snapshot cannot see. No-op today.
                if !table.is_row_visible(i, snapshot) {
                    continue;
                }
                if let Some(row) = table.rows().get(i) {
                    out.push(Cow::Borrowed(row));
                }
            }
            spg_storage::RowLocator::Cold { segment_id, .. } => {
                if let Some(row) = catalog.resolve_cold_locator(table_name, segment_id, &key) {
                    out.push(Cow::Owned(row));
                }
            }
        }
    }
    // v7.39 (pg_stat knife B) — one index scan.
    table.note_index_scan(out.len() as u64);
    Some(out)
}

/// v7.33 (mailrs 7.33.0) — `indexed_col IN (lit, …)` candidate seek.
/// Returns the union of per-literal index lookups when `where_expr` is a
/// non-negated IN-list whose LHS is an indexed column (qualified to this
/// table or bare) and whose elements are all literals; None otherwise, so
/// the caller falls through to its Eq seek / full scan. The caller
/// re-applies the full WHERE per row, so the exact per-literal seek set is
/// correct (duplicate keys just revisit a row, which the re-eval dedups by
/// truth, not identity — harmless for a candidate set).
fn try_inlist_seek<'a>(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    catalog: &'a Catalog,
    table: &'a Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<Cow<'a, Row<'static>>>> {
    let Expr::InList {
        expr,
        list,
        negated: false,
    } = where_expr
    else {
        return None;
    };
    let Expr::Column(c) = expr.as_ref() else {
        return None;
    };
    if !c
        .qualifier
        .as_deref()
        .is_none_or(|q| q.eq_ignore_ascii_case(table_alias))
    {
        return None;
    }
    let col_pos = schema_cols.iter().position(|s| s.name == c.name)?;
    let idx = table.index_on(col_pos)?;
    // Every element must be a literal; bail (full scan) otherwise.
    let mut keys: Vec<IndexKey> = Vec::with_capacity(list.len());
    for e in list {
        let Expr::Literal(l) = e else {
            return None;
        };
        keys.push(IndexKey::from_value(&eval::literal_to_value(l))?);
    }
    let table_name = table.schema().name.as_str();
    let mut out: Vec<Cow<'a, Row>> = Vec::new();
    for key in &keys {
        for loc in idx.lookup_eq(key) {
            match *loc {
                spg_storage::RowLocator::Hot(i) => {
                    // Phase C.3 step 2c — MVCC read gate. No-op today.
                    if !table.is_row_visible(i, snapshot) {
                        continue;
                    }
                    if let Some(row) = table.rows().get(i) {
                        out.push(Cow::Borrowed(row));
                    }
                }
                spg_storage::RowLocator::Cold { segment_id, .. } => {
                    if let Some(row) = catalog.resolve_cold_locator(table_name, segment_id, key) {
                        out.push(Cow::Owned(row));
                    }
                }
            }
        }
    }
    // v7.39 (pg_stat knife B) — one index scan.
    table.note_index_scan(out.len() as u64);
    Some(out)
}

/// v7.12.3 — GIN-accelerated candidate seek for `WHERE col @@ <ts_query>`.
///
/// Recurses through top-level `AND` like [`try_index_seek`] so a
/// composite predicate `WHERE search_vector @@ q AND id > $1` still
/// hits the GIN index on `search_vector` — the caller re-applies the
/// full WHERE expression to each returned candidate, so dropping the
/// `id > $1` residual here stays semantically correct.
///
/// Returns `None` when:
///   - no leaf is a `col @@ <rhs>` shape on a GIN-indexed column;
///   - the RHS can't be const-evaluated to a `Value::TsQuery`
///     (typically because it references row columns);
///   - the resolved `TsQuery` uses query shapes the MVP doesn't
///     accelerate (`Not`, `Phrase` — those fall through to full scan).
///
/// On `Some(rows)` the caller iterates only `rows` and re-evaluates
/// the full `@@` predicate per row, so an over-approximate candidate
/// set is safe.
pub(crate) fn try_gin_seek<'a>(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    catalog: &'a Catalog,
    table: &'a Table,
    table_alias: &str,
    ctx: &eval::EvalContext<'_>,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<Cow<'a, Row<'static>>>> {
    if let Expr::Binary {
        lhs,
        op: BinOp::And,
        rhs,
    } = where_expr
    {
        if let Some(rows) =
            try_gin_seek(lhs, schema_cols, catalog, table, table_alias, ctx, snapshot)
        {
            return Some(rows);
        }
        return try_gin_seek(rhs, schema_cols, catalog, table, table_alias, ctx, snapshot);
    }
    // v7.17.0 Phase 3.P0-44 — MySQL `MATCH(col1, col2) AGAINST (...)`
    // desugars into `(to_tsvector(col1) @@ q) OR (to_tsvector(col2) @@ q)`
    // in the parser. To accelerate the multi-column case, walk OR the same
    // way we walk AND: only emit a candidate set if BOTH sides can seek
    // (otherwise the OR result is unbounded and we must fall through to
    // the full scan). Candidates are union'd; the caller's WHERE re-eval
    // verifies the full predicate per row, so duplicates / supersets stay
    // semantically safe.
    if let Expr::Binary {
        lhs,
        op: BinOp::Or,
        rhs,
    } = where_expr
    {
        let left = try_gin_seek(lhs, schema_cols, catalog, table, table_alias, ctx, snapshot)?;
        let right = try_gin_seek(rhs, schema_cols, catalog, table, table_alias, ctx, snapshot)?;
        let mut out: Vec<Cow<'a, Row>> = Vec::with_capacity(left.len() + right.len());
        out.extend(left);
        out.extend(right);
        return Some(out);
    }
    let Expr::Binary {
        lhs,
        op: BinOp::TsMatch,
        rhs,
    } = where_expr
    else {
        return None;
    };
    // Either side can be the column; pgvector idiom (`vec @@ q`)
    // hits the first arm, FROM-clause-derived (`plainto_tsquery($1)
    // q ... WHERE search_vector @@ q`) the same. CROSS JOIN derived
    // tables resolve `q` to a Column too.
    let (col_pos, query) = resolve_gin_col_query(lhs, rhs, schema_cols, table_alias, ctx)
        .or_else(|| resolve_gin_col_query(rhs, lhs, schema_cols, table_alias, ctx))?;
    // v7.17.0 Phase 3.P0-44 — MySQL `FULLTEXT KEY` builds a
    // `IndexKind::GinFulltext` posting list (Phase 2.2). It shares
    // the same `gin_lookup_word` shape as the tsvector-typed GIN,
    // so the MATCH-AGAINST `@@` predicate (desugared by the parser
    // into `to_tsvector(col) @@ plainto_tsquery('term')`) routes
    // through the same candidate-set seek.
    let idx = table
        .indices()
        .iter()
        .find(|i| i.column_position == col_pos && (i.is_gin() || i.is_gin_fulltext()))?;
    let candidates = gin_query_candidates(idx, &query)?;
    let _ = catalog; // cold-tier row resolution unused in MVP; see below.
    let mut out: Vec<Cow<'a, Row>> = Vec::with_capacity(candidates.len());
    for loc in candidates {
        match loc {
            spg_storage::RowLocator::Hot(i) => {
                // Phase C.3 step 2c — MVCC read gate. No-op today.
                if !table.is_row_visible(i, snapshot) {
                    continue;
                }
                if let Some(row) = table.rows().get(i) {
                    out.push(Cow::Borrowed(row));
                }
            }
            // GIN cold-tier rows in the MVP: skipped, matching the
            // full-scan `@@` path which itself only iterates
            // `table.rows()` (hot tier). When v7.13+ adds cold-tier
            // scan-time materialisation for `@@`, the parallel
            // resolution lands here; until then both paths see the
            // same hot-only candidate set so correctness is preserved.
            spg_storage::RowLocator::Cold { .. } => {}
        }
    }
    Some(out)
}

/// v7.37.8(sentori Epic 5 P2)— JSONB-GIN candidate seek for
/// `WHERE col @> <jsonb_literal>`. Mirrors `try_gin_seek`'s
/// AND walker(individual GIN seeks union safely under AND)but
/// drops OR — a non-overlapping containment query on one branch
/// vs another would broaden the candidate set unsafely without
/// the OR's full-result containment requirement that's already
/// checked per row downstream.
pub(crate) fn try_gin_jsonb_seek<'a>(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &'a Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<Cow<'a, Row<'static>>>> {
    if let Expr::Binary {
        lhs,
        op: BinOp::And,
        rhs,
    } = where_expr
    {
        if let Some(rows) = try_gin_jsonb_seek(lhs, schema_cols, table, table_alias, snapshot) {
            return Some(rows);
        }
        return try_gin_jsonb_seek(rhs, schema_cols, table, table_alias, snapshot);
    }
    let Expr::Binary {
        lhs,
        op: BinOp::JsonContains,
        rhs,
    } = where_expr
    else {
        return None;
    };
    // Column on the left, jsonb literal on the right — sentori's
    // shape. Resolve column ↔ literal generally so `<lit> @> <col>`
    // (PG also accepts) lands here too(swap drops the seek because
    // `lit @> col` requires the literal to contain a column-defined
    // value, which can't be answered by a constant token lookup).
    let col_pos = resolve_jsonb_column(lhs, schema_cols, table_alias)?;
    let literal = resolve_jsonb_literal(rhs)?;
    let idx = table
        .indices()
        .iter()
        .find(|i| i.column_position == col_pos && i.is_gin_jsonb())?;
    let tokens = spg_storage::jsonb_gin::extract_tokens(&literal);
    if tokens.is_empty() {
        // An empty token list — `'{}' @> '{}'` — is trivially true
        // for every row. Best to let the full scan handle it so the
        // existing eval path renders the empty-containment answer.
        return None;
    }
    // Intersect posting lists.
    let mut candidates: Vec<spg_storage::RowLocator> = idx.gin_jsonb_lookup(&tokens[0]).to_vec();
    candidates.sort_by_key(locator_sort_key);
    candidates.dedup_by_key(|l| locator_sort_key(l));
    for tok in &tokens[1..] {
        let mut next: Vec<spg_storage::RowLocator> = idx.gin_jsonb_lookup(tok).to_vec();
        next.sort_by_key(locator_sort_key);
        next.dedup_by_key(|l| locator_sort_key(l));
        // Sorted-merge intersection.
        let mut out: Vec<spg_storage::RowLocator> = Vec::new();
        let (mut i, mut j) = (0usize, 0usize);
        while i < candidates.len() && j < next.len() {
            let lk = locator_sort_key(&candidates[i]);
            let rk = locator_sort_key(&next[j]);
            match lk.cmp(&rk) {
                core::cmp::Ordering::Less => i += 1,
                core::cmp::Ordering::Greater => j += 1,
                core::cmp::Ordering::Equal => {
                    out.push(candidates[i]);
                    i += 1;
                    j += 1;
                }
            }
        }
        candidates = out;
        if candidates.is_empty() {
            break;
        }
    }
    let mut out: Vec<Cow<'a, Row>> = Vec::with_capacity(candidates.len());
    for loc in candidates {
        // Phase C.3 step 2c — MVCC read gate on the Hot arm. No-op today.
        if let spg_storage::RowLocator::Hot(i) = loc
            && table.is_row_visible(i, snapshot)
            && let Some(row) = table.rows().get(i)
        {
            out.push(Cow::Borrowed(row));
        }
    }
    Some(out)
}

fn resolve_jsonb_column(
    e: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
) -> Option<usize> {
    if let Expr::Column(c) = e {
        if let Some(q) = &c.qualifier
            && !q.eq_ignore_ascii_case(table_alias)
        {
            return None;
        }
        let pos = schema_cols
            .iter()
            .position(|s| s.name.eq_ignore_ascii_case(&c.name))?;
        if matches!(
            schema_cols[pos].ty,
            spg_storage::DataType::Json | spg_storage::DataType::Jsonb
        ) {
            return Some(pos);
        }
    }
    None
}

fn resolve_jsonb_literal(e: &Expr) -> Option<alloc::string::String> {
    use spg_sql::ast::Literal;
    match e {
        // `'{"team":"ios"}'::jsonb` is the canonical sentori shape.
        // The parser surfaces it as `Cast { expr: Literal(String),
        // target: Jsonb }`. We accept any cast target since the
        // engine's full `@>` re-eval guards correctness; here we
        // only need the string body so the JSONB tokenizer can run.
        Expr::Cast { expr, .. } => match expr.as_ref() {
            Expr::Literal(Literal::String(s)) => Some(s.clone()),
            _ => None,
        },
        // Bare `Literal::String` works too — `WHERE col @> '{}'`
        // without a cast still names a JSONB-shape literal because
        // the operator's left side is JSONB-typed.
        Expr::Literal(Literal::String(s)) => Some(s.clone()),
        _ => None,
    }
}

/// v7.15.0 — trigram-GIN-accelerated candidate seek for
/// `WHERE col LIKE '<pat>'` and `WHERE col ILIKE '<pat>'` when
/// the column has a `gin_trgm_ops` GIN index.
///
/// Walks top-level `AND` so multi-predicate WHEREs (`col LIKE
/// 'foo%' AND id > 1`) still hit the trigram index; the caller
/// re-evaluates the full WHERE per candidate row, so dropping
/// non-LIKE conjuncts here stays semantically correct.
///
/// Returns `None` when:
///   - no leaf is `col LIKE/ILIKE <literal>` on a trigram-GIN-
///     indexed column;
///   - the pattern's literal runs are too short to constrain
///     (pattern decomposes into `< 3`-char runs, e.g. `%ab%`);
///   - the pattern doesn't const-evaluate to a TEXT.
pub(crate) fn try_trgm_seek<'a>(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table: &'a Table,
    table_alias: &str,
    snapshot: &spg_storage::snapshot::Snapshot,
) -> Option<Vec<Cow<'a, Row<'static>>>> {
    if let Expr::Binary {
        lhs,
        op: BinOp::And,
        rhs,
    } = where_expr
    {
        if let Some(rows) = try_trgm_seek(lhs, schema_cols, table, table_alias, snapshot) {
            return Some(rows);
        }
        return try_trgm_seek(rhs, schema_cols, table, table_alias, snapshot);
    }
    // LIKE node is what carries the column reference + pattern.
    // ILIKE is the same AST node — PG's LIKE/ILIKE both lower
    // through `Expr::Like { expr, pattern, negated }`. The trigram
    // index posting-list keys are already lower-cased and
    // case-folded, so we only need the pattern's literal runs.
    let Expr::Like { expr, pattern, .. } = where_expr else {
        return None;
    };
    // Column side.
    let Expr::Column(c) = expr.as_ref() else {
        return None;
    };
    if let Some(q) = &c.qualifier
        && q != table_alias
    {
        return None;
    }
    let col_pos = schema_cols
        .iter()
        .position(|s| s.name.eq_ignore_ascii_case(&c.name))?;
    // Index must exist on that column AND be a trigram-GIN.
    let idx = table
        .indices()
        .iter()
        .find(|i| i.column_position == col_pos && i.is_gin_trgm())?;
    // Pattern side must be a literal TEXT — anything else (column
    // ref, function call, parameter that hasn't been bound yet)
    // falls through to full scan.
    let Expr::Literal(spg_sql::ast::Literal::String(pat)) = pattern.as_ref() else {
        return None;
    };
    let trigrams = spg_storage::trgm::trigrams_from_like_pattern(pat)?;
    // Intersect every trigram's posting list. Empty intersection
    // → empty candidate set (caller short-circuits its row loop).
    let mut iter = trigrams.iter();
    let first = iter.next()?;
    let mut acc: Vec<spg_storage::RowLocator> = {
        let mut v = idx
            .gin_trgm_lookup(spg_storage::trgm::trigram_str(first))
            .to_vec();
        v.sort_by_key(locator_sort_key);
        v.dedup_by_key(|l| locator_sort_key(l));
        v
    };
    for tri in iter {
        let mut next: Vec<spg_storage::RowLocator> = idx
            .gin_trgm_lookup(spg_storage::trgm::trigram_str(tri))
            .to_vec();
        next.sort_by_key(locator_sort_key);
        next.dedup_by_key(|l| locator_sort_key(l));
        // Sorted-merge intersection.
        let mut merged: Vec<spg_storage::RowLocator> =
            Vec::with_capacity(acc.len().min(next.len()));
        let (mut i, mut j) = (0usize, 0usize);
        while i < acc.len() && j < next.len() {
            let lk = locator_sort_key(&acc[i]);
            let rk = locator_sort_key(&next[j]);
            match lk.cmp(&rk) {
                core::cmp::Ordering::Less => i += 1,
                core::cmp::Ordering::Greater => j += 1,
                core::cmp::Ordering::Equal => {
                    merged.push(acc[i]);
                    i += 1;
                    j += 1;
                }
            }
        }
        acc = merged;
        if acc.is_empty() {
            break;
        }
    }
    let mut out: Vec<Cow<'a, Row>> = Vec::with_capacity(acc.len());
    for loc in acc {
        // Phase C.3 step 2c — MVCC read gate on the Hot arm. No-op today.
        if let spg_storage::RowLocator::Hot(i) = loc
            && table.is_row_visible(i, snapshot)
            && let Some(row) = table.rows().get(i)
        {
            out.push(Cow::Borrowed(row));
        }
        // Cold-tier rows: skipped in MVP (same as try_gin_seek).
    }
    Some(out)
}

/// v7.12.3 — extract `(column_position, TsQueryAst)` when one side of
/// the binary is a column reference to a GIN-indexed tsvector column
/// and the other side const-evaluates to a `Value::TsQuery`. Returns
/// `None` if the column reference is for the wrong table alias, or if
/// the RHS expression depends on row data.
pub(crate) fn resolve_gin_col_query(
    col_side: &Expr,
    query_side: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
    ctx: &eval::EvalContext<'_>,
) -> Option<(usize, spg_storage::TsQueryAst)> {
    // v7.17.0 Phase 3.P0-44 — the MATCH AGAINST desugar wraps the
    // column in `to_tsvector('simple', col)`, so we peel that wrapper
    // before the column lookup. Direct `col @@ tsquery` paths (the
    // tsvector-typed v7.12 surface) skip the wrapper entirely.
    let column = match col_side {
        Expr::Column(c) => c,
        Expr::FunctionCall { name, args }
            if name.eq_ignore_ascii_case("to_tsvector") && !args.is_empty() =>
        {
            // PG `to_tsvector` accepts either `to_tsvector(col)` or
            // `to_tsvector(config, col)`. In both shapes the column
            // we care about is the final argument.
            if let Expr::Column(c) = args.last().unwrap() {
                c
            } else {
                return None;
            }
        }
        _ => return None,
    };
    let c = column;
    if let Some(q) = &c.qualifier
        && q != table_alias
    {
        return None;
    }
    let pos = schema_cols.iter().position(|s| s.name == c.name)?;
    // Const-evaluate the query side with an empty row — fails fast
    // (with a `ColumnNotFound` / similar) if the expression actually
    // depends on row data, which is exactly the bail signal we want.
    let empty_row = Row::new(Vec::new());
    let v = eval::eval_expr(query_side, &empty_row, ctx).ok()?;
    let Value::TsQuery(q) = v else { return None };
    Some((pos, q))
}

/// v7.12.3 — walk a `TsQueryAst` against an [`IndexKind::Gin`] index
/// to produce a candidate row-locator set. Returns `None` for query
/// shapes the MVP doesn't accelerate (`Not` / `Phrase` — both bail to
/// full scan since their semantics need either complementation across
/// the whole row set or positional verification beyond what the
/// posting list carries).
///
/// Candidate sets are over-approximate — the caller re-applies the
/// full `@@` predicate per row, so reporting "row was in some
/// posting list" without verifying positions / weights stays correct.
pub(crate) fn gin_query_candidates(
    idx: &spg_storage::Index,
    query: &spg_storage::TsQueryAst,
) -> Option<Vec<spg_storage::RowLocator>> {
    use spg_storage::TsQueryAst;
    match query {
        TsQueryAst::Term { word, .. } => {
            let mut v: Vec<spg_storage::RowLocator> = idx.gin_lookup_word(word).to_vec();
            v.sort_by_key(locator_sort_key);
            v.dedup_by_key(|l| locator_sort_key(l));
            Some(v)
        }
        TsQueryAst::And(l, r) => {
            let mut left = gin_query_candidates(idx, l)?;
            let mut right = gin_query_candidates(idx, r)?;
            left.sort_by_key(locator_sort_key);
            right.sort_by_key(locator_sort_key);
            // Sorted-merge intersection.
            let mut out: Vec<spg_storage::RowLocator> = Vec::new();
            let (mut i, mut j) = (0usize, 0usize);
            while i < left.len() && j < right.len() {
                let lk = locator_sort_key(&left[i]);
                let rk = locator_sort_key(&right[j]);
                match lk.cmp(&rk) {
                    core::cmp::Ordering::Less => i += 1,
                    core::cmp::Ordering::Greater => j += 1,
                    core::cmp::Ordering::Equal => {
                        out.push(left[i]);
                        i += 1;
                        j += 1;
                    }
                }
            }
            Some(out)
        }
        TsQueryAst::Or(l, r) => {
            let mut out = gin_query_candidates(idx, l)?;
            out.extend(gin_query_candidates(idx, r)?);
            out.sort_by_key(locator_sort_key);
            out.dedup_by_key(|l| locator_sort_key(l));
            Some(out)
        }
        // Not / Phrase bail to full scan in the MVP. Not needs
        // complementation against the whole row set (not represented
        // in the posting-list view); Phrase needs positional
        // verification beyond what `word → rows` carries.
        TsQueryAst::Not(_) | TsQueryAst::Phrase { .. } => None,
    }
}

/// v7.12.3 — total ordering on `RowLocator` for sort/dedup purposes
/// inside the GIN intersection / union loops. Hot rows order by their
/// row index; Cold rows order after all Hot rows, then by
/// `(segment_id, the cold sub-key)`.
pub(crate) fn locator_sort_key(l: &spg_storage::RowLocator) -> (u8, u64, u64) {
    match *l {
        spg_storage::RowLocator::Hot(i) => (0, i as u64, 0),
        spg_storage::RowLocator::Cold {
            segment_id,
            page_offset,
        } => (1, u64::from(segment_id), u64::from(page_offset)),
    }
}

/// v5.2.3: extract `(column_position, IndexKey)` when `where_expr`
/// is a simple `col = literal` predicate suitable for a `BTree` index
/// seek. Used by `exec_update_cancel` / `exec_delete_cancel` to
/// decide whether a write touches a cold-tier row (which requires
/// promote-on-write / shadow-on-delete) before falling through to
/// the hot-tier row walk.
///
/// Returns `None` for any predicate shape the planner can't push
/// down to an index seek — complex WHERE clauses always take the
/// hot-only path (cold rows are immutable to non-indexed writes
/// until a future scan-fanout sub-version).
pub(crate) fn try_pk_predicate(
    where_expr: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
) -> Option<(usize, IndexKey)> {
    let Expr::Binary {
        lhs,
        op: BinOp::Eq,
        rhs,
    } = where_expr
    else {
        return None;
    };
    let (col_pos, value) = resolve_col_literal_pair(lhs, rhs, schema_cols, table_alias)
        .or_else(|| resolve_col_literal_pair(rhs, lhs, schema_cols, table_alias))?;
    let key = IndexKey::from_value(&value)?;
    Some((col_pos, key))
}

pub(crate) fn resolve_col_literal_pair(
    col_side: &Expr,
    lit_side: &Expr,
    schema_cols: &[ColumnSchema],
    table_alias: &str,
) -> Option<(usize, Value<'static>)> {
    let Expr::Column(c) = col_side else {
        return None;
    };
    if let Some(q) = &c.qualifier
        && q != table_alias
    {
        return None;
    }
    let pos = schema_cols.iter().position(|s| s.name == c.name)?;
    let Expr::Literal(l) = lit_side else {
        return None;
    };
    let v = match l {
        Literal::Integer(n) => {
            if let Ok(small) = i32::try_from(*n) {
                Value::Int(small)
            } else {
                Value::BigInt(*n)
            }
        }
        Literal::Float(x) => Value::Float(*x),
        Literal::Numeric { unscaled, scale } => Value::Numeric {
            scaled: *unscaled,
            scale: *scale,
            kind: spg_storage::NumericKind::Finite,
        },
        Literal::NumericBig(s) => crate::conversions::big_literal_to_value(s),
        Literal::String(s) => Value::text(s.clone()),
        Literal::Bool(b) => Value::Bool(*b),
        Literal::Null => Value::Null,
        // Vector, array and Interval literals can't be used as B-tree
        // index keys. Tell the planner to fall back to full-scan.
        Literal::Vector(_)
        | Literal::Interval { .. }
        | Literal::TextArray(_)
        | Literal::IntArray(_)
        | Literal::BigIntArray(_) => return None,
    };
    // v7.39 (round 564) — a string literal means whatever the COLUMN
    // says it means, and until here it always meant text.
    //
    // `WHERE d = '2026-01-02'` on a `DATE` column built an
    // `IndexKey::Text`, while the rows under that index are keyed
    // `IndexKey::Int` — days. The seek looked in a key space nothing
    // lives in and found nothing, so:
    //
    //     no index     d = '2026-01-02'   ->  1 row   (PG: 1)
    //     with index   d = '2026-01-02'   ->  0 rows  (PG: 1)
    //
    // Creating an index changed the answer, which is the one thing an
    // index may never do. Two-sided ranges went the same way; a
    // one-sided `d > '…'` survived only because it is not seeked at all.
    // Every string-literal comparison against a date, timestamp, time,
    // uuid or bool column was affected.
    //
    // Only string literals, and only against a non-text column: parsing
    // a string to its column type is exact or it raises, so a
    // coercion that succeeds cannot seek to the wrong key. Numeric
    // coercions are deliberately NOT done here — `WHERE i = 1.5` on an
    // integer column must not round its way to the rows holding 2.
    // A coercion that fails means the ordinary path re-raises it.
    let ty = schema_cols[pos].ty;
    if matches!(l, Literal::String(_))
        && !matches!(
            ty,
            spg_storage::DataType::Text
                | spg_storage::DataType::Varchar(_)
                | spg_storage::DataType::Char(_)
        )
    {
        return Some((
            pos,
            crate::conversions::coerce_value(v, ty, &c.name, pos).ok()?,
        ));
    }
    Some((pos, v))
}