inillucent_sql/plan.rs
1//! The logical and physical plans.
2//!
3//! Invariant: a physical plan is *legal* before it is fast. Every access path
4//! this planner produces returns exactly the rows a full scan of the same term
5//! would return, and every predicate a path consumes is either fully enforced
6//! by the path or left in the residual filter. A predicate that is neither is a
7//! wrong answer, so the two lists are built together and the compiler emits
8//! whatever is left over.
9//!
10//! The phase-6 planner is deliberately minimal: FROM terms stay in written
11//! order, joins are nested loops, and the only paths are a full scan, a rowid
12//! lookup or range, and an index seek over an equality prefix with an optional
13//! range on the column after it. Cost is not modelled yet; a path is chosen
14//! because it is more selective by construction, not because a number said so.
15
16use inillucent_value::Collation;
17
18use crate::ast::{BinaryOp, CompoundOp, JoinKind, NullOrder, SortOrder};
19use crate::bind::{BoundExpr, BoundSelect, BoundSource, ColumnUse, SourceRows};
20use crate::catalog_view::{IndexInfo, TableInfo};
21use crate::cost;
22
23mod hint;
24mod partial;
25mod pattern;
26mod pushdown;
27mod range;
28mod terms;
29pub use hint::unanswerable_index_hint;
30use hint::{forced_path, index_usable, outer_terms, statement_terms};
31use partial::implies;
32use terms::{
33 collation_of, compares_unconverted, comparison_against_column, comparison_against_rowid,
34 comparison_collation, indexable_comparison,
35};
36mod seek_union;
37
38/// A comparison an access path can enforce.
39#[derive(Clone, Copy, Debug, PartialEq, Eq)]
40pub enum BoundKind {
41 /// `>=`
42 GreaterEqual,
43 /// `>`
44 Greater,
45 /// `<=`
46 LessEqual,
47 /// `<`
48 Less,
49}
50
51/// One end of a scan range.
52#[derive(Clone, Debug, PartialEq)]
53pub struct RangeBound {
54 /// Which comparison the bound enforces.
55 pub kind: BoundKind,
56 /// The value to compare against.
57 pub value: BoundExpr,
58 /// Whether the seek compares `value` without converting it to the
59 /// column's affinity. See [`AccessPath::IndexSeek`]'s `unconverted`.
60 pub unconverted: bool,
61}
62
63/// One seek over an index, as a branch of an [`AccessPath::IndexSeekUnion`].
64#[derive(Clone, Debug, PartialEq)]
65pub struct IndexSeekBranch {
66 /// The equality prefix this branch pins, one value per leading index
67 /// column.
68 pub equalities: Vec<BoundExpr>,
69 /// The positions in `equalities` whose value is compared unconverted.
70 /// See [`AccessPath::IndexSeek`]'s `unconverted`.
71 pub unconverted: Vec<usize>,
72 /// The lower bound on the column after the prefix, when there is one.
73 pub low: Option<RangeBound>,
74 /// The upper bound on that same column.
75 pub high: Option<RangeBound>,
76}
77
78/// How one FROM term's rows are produced.
79#[derive(Clone, Debug, PartialEq)]
80pub enum AccessPath {
81 /// Every row of the table, in rowid order.
82 TableScan {
83 /// The table B-tree's root page.
84 root: u32,
85 },
86 /// One row, found by rowid.
87 RowidSeek {
88 /// The table B-tree's root page.
89 root: u32,
90 /// The rowid to look up.
91 key: BoundExpr,
92 },
93 /// A contiguous run of rows, by rowid.
94 RowidRange {
95 /// The table B-tree's root page.
96 root: u32,
97 /// The lower bound, when there is one.
98 low: Option<RangeBound>,
99 /// The upper bound, when there is one.
100 high: Option<RangeBound>,
101 },
102 /// Rows found through an index, then fetched from the table.
103 IndexSeek {
104 /// The table B-tree's root page.
105 table_root: u32,
106 /// The index B-tree's root page.
107 index_root: u32,
108 /// The index's name, for the plan description.
109 index_name: Vec<u8>,
110 /// The equality prefix, one value per leading index column.
111 equalities: Vec<BoundExpr>,
112 /// The positions in `equalities` whose value the seek compares without
113 /// converting it to the column's affinity.
114 ///
115 /// **The comparison decides this, and only the planner sees the
116 /// comparison (task-2083).** A seek converts the probe value to the
117 /// indexed column's affinity, except when both sides of the `=` have
118 /// an affinity and neither is numeric: then `WHERE` converts nothing
119 /// and neither may the seek. That is SQLite's `codeAllEqualityTerms`.
120 /// The executor used to decide it from the probe expression alone,
121 /// and a correlated subquery replaces the outer column with a
122 /// parameter before planning. The parameter has no affinity, so
123 /// `(SELECT id FROM h WHERE h.a = s.k)` with `h.a TEXT` and `s.k`
124 /// untyped converted the number 3 to `'3'` and found a row SQLite
125 /// does not.
126 ///
127 /// A list of positions rather than a flag per equality because it is
128 /// almost always empty, and an empty `Vec` does not allocate. A flag per
129 /// equality cost two allocations to compile `WHERE email = ?1`, which
130 /// `inillucent::budget` counts.
131 unconverted: Vec<usize>,
132 /// A range on the column after the equality prefix.
133 low: Option<RangeBound>,
134 /// The upper end of that range.
135 high: Option<RangeBound>,
136 /// The collation of each index column used, in order.
137 collations: Vec<Collation>,
138 /// Whether the index columns used are stored descending.
139 descending: Vec<bool>,
140 /// Which table column each index column holds.
141 ///
142 /// `None` for a key the index *computes*: an index on `lower(a)` holds
143 /// a value no column of the table carries, and the probe value takes no
144 /// column affinity because there is no column to take it from - which
145 /// is SQLite's rule and the reason this is an `Option` rather than a
146 /// position that would have to be invented.
147 columns: Vec<Option<u16>>,
148 /// Whether the table has no rowid, so the index key holds the key.
149 without_rowid: bool,
150 /// Where in each entry the row's primary key sits, for a `WITHOUT
151 /// ROWID` table read through a *secondary* index.
152 ///
153 /// Such an entry ends with the primary key where a rowid table's would
154 /// end with a rowid, and that is how the row is then found. Empty for a
155 /// rowid table, and empty when the index is the table's own key - then
156 /// the entry the seek landed on already is the row.
157 key_entry_slots: Vec<usize>,
158 /// Where in the index entry every column the query reads sits, when the
159 /// index holds all of them.
160 ///
161 /// An index entry is the indexed columns followed by the row's key, so
162 /// a query that reads only those columns never has to go to the table
163 /// at all - which halves the descents and, on a range, is the whole
164 /// difference between a search and a scan. `None` means the query needs
165 /// something the entry does not carry, and the row is fetched.
166 ///
167 /// The pairs are `(record slot in the table, slot in the index entry)`.
168 /// The rowid is not in the list: it is always the entry's last field
169 /// for a rowid table, and the compiler reads it with `IdxRowid`.
170 covering: Option<Vec<(u16, usize)>>,
171 },
172 /// One row per key, found by rowid - several of
173 /// [`RowidSeek`](Self::RowidSeek), concatenated.
174 ///
175 /// What `WHERE rowid IN (a, b, c)` plans to on a rowid table: every branch
176 /// is the same one-row lookup `RowidSeek` uses alone, so the union is
177 /// nothing more than that lookup run once per key. A rowid is unique by
178 /// construction, so the only way two branches can name the same row is a
179 /// repeated key - a literal list is de-duplicated once, here, at plan
180 /// time; a key that is not a literal (a parameter, a correlated column)
181 /// cannot be compared this way, so the executor still checks each key
182 /// against the ones already probed before it seeks.
183 RowidSeekUnion {
184 /// The table B-tree's root page.
185 root: u32,
186 /// The keys to look up, in the order they are probed.
187 keys: Vec<BoundExpr>,
188 },
189 /// Rows found through one index - several seeks over the same tree,
190 /// concatenated.
191 ///
192 /// The branches are what a disjunction's terms become once each is
193 /// individually seekable: `x IN (a, b, c)` is every branch a bare
194 /// equality on the same column, and a keyset page's
195 /// `(a=? AND b>?) OR a>?` is two branches over the same composite index,
196 /// one an equality followed by a range and the other a range alone. The
197 /// fields outside `branches` describe the one index and table every
198 /// branch reads, because those never vary between branches - only the
199 /// equality prefix and the range do, which is exactly what a term of a
200 /// disjunction can differ in.
201 IndexSeekUnion {
202 /// The table B-tree's root page.
203 table_root: u32,
204 /// The index B-tree's root page.
205 index_root: u32,
206 /// The index's name, for the plan description.
207 index_name: Vec<u8>,
208 /// One seek per branch, in the order they run.
209 branches: Vec<IndexSeekBranch>,
210 /// The collation of each index column a branch can reach, in order.
211 ///
212 /// Sized to the deepest branch - the one whose equality prefix and
213 /// range together reach furthest into the index - because a
214 /// shallower branch simply does not read the columns past its own
215 /// depth.
216 collations: Vec<Collation>,
217 /// Whether each of those columns is stored descending.
218 descending: Vec<bool>,
219 /// Which table column each of those index columns holds.
220 columns: Vec<Option<u16>>,
221 /// Whether the table has no rowid, so the index key holds the key.
222 without_rowid: bool,
223 /// Where in each entry the row's primary key sits, for a `WITHOUT
224 /// ROWID` table read through a *secondary* index. Empty for a rowid
225 /// table, and empty when the index is the table's own key.
226 key_entry_slots: Vec<usize>,
227 /// Where in the index entry every column the query reads sits, when
228 /// the index holds all of them.
229 covering: Option<Vec<(u16, usize)>>,
230 /// Whether a row this union finds can also be found by a different
231 /// branch, and so has to be checked against the rows already
232 /// emitted before it is.
233 ///
234 /// `false` only when the branches are proven disjoint by
235 /// construction - the keyset-range shape, where each branch's
236 /// equality prefix pins a value no other branch's range can reach -
237 /// which is what lets that shape stream straight through a `LIMIT`
238 /// with nothing held back to be deduplicated. An `IN` list is always
239 /// `true`: a non-literal value (a parameter, a correlated column)
240 /// cannot be proven distinct from another at plan time, so the
241 /// executor has to check.
242 dedup: bool,
243 },
244 /// Rows produced by a nested query, materialised and then scanned.
245 Subquery {
246 /// The plan that fills the store.
247 plan: Box<PhysicalPlan>,
248 /// How many columns a materialised row holds.
249 width: usize,
250 /// Whether the nested block reads a FROM term outside itself, and so
251 /// has to be rebuilt for every row of the query that encloses it.
252 correlated: bool,
253 },
254 /// Rows produced by a recursive CTE, filled by walking its own queue.
255 Recursive {
256 /// The arms that do not reference the CTE, in order.
257 seeds: Vec<(CompoundOp, PhysicalPlan)>,
258 /// The arms that do.
259 steps: Vec<(CompoundOp, PhysicalPlan)>,
260 /// How many columns a row holds.
261 width: usize,
262 },
263 /// The one row of a recursive CTE's queue the fill loop is on.
264 RecursiveSelf {
265 /// The FROM term whose store holds the queue.
266 cte: usize,
267 },
268 /// The k nearest vectors, from an index a module owns.
269 ///
270 /// **A `TopN` over a distance is a different question from a scan.** The
271 /// rows are chosen by the index rather than filtered out of a walk, so the
272 /// path carries the probe and the depth rather than a range: the module is
273 /// asked for `k` candidates and the plan's own `ORDER BY` then rescores
274 /// them exactly, over an `ORDER BY` function matching the index's metric.
275 VectorProbe {
276 /// The table's root page, whose rows the candidates name.
277 root: u32,
278 /// The store holding the vectors, by the name the index was created
279 /// with.
280 index: Vec<u8>,
281 /// The vector to measure against, which reads no column of this query.
282 probe: Box<BoundExpr>,
283 /// How many candidates to ask the index for.
284 depth: usize,
285 },
286 /// Rows produced by a virtual table's module.
287 VirtualScan {
288 /// The module and the arguments its `CREATE` gave it.
289 module: crate::vtab::ModuleRef,
290 /// The constraints offered to `best_index`, in the order the module
291 /// will see them.
292 offer: Vec<VirtualConstraint>,
293 /// The ordering offered to `best_index`.
294 order_by: Vec<crate::vtab::OrderSpec>,
295 /// What the module answered, once it has been asked.
296 ///
297 /// It is `None` while the plan is still the planner's, and filled in by
298 /// a pass that runs before compilation. Keeping the two apart is what
299 /// lets the planner stay a pure function of the SQL and one catalog
300 /// generation while the program still carries a real plan.
301 chosen: Option<VirtualChoice>,
302 },
303}
304
305/// What a module answered when it was shown the offer.
306#[derive(Clone, Debug, PartialEq)]
307pub struct VirtualChoice {
308 /// The plan number, passed back to the module's `filter`.
309 pub index_number: i32,
310 /// The plan string, passed back to the module's `filter`.
311 pub index_string: String,
312 /// The offer positions whose values feed `filter`, in argument order.
313 pub arguments: Vec<usize>,
314 /// The offer positions the engine must still test for itself.
315 ///
316 /// Everything the module did not take, and everything it took without
317 /// promising to apply. A module that says `omit` is promising; anything
318 /// else and the predicate is tested twice, which is the safe direction.
319 pub recheck: Vec<usize>,
320 /// Whether the module will produce the requested order by itself.
321 pub ordered: bool,
322}
323
324/// One predicate offered to a module, with what it was made of.
325///
326/// The predicate is kept whole beside the constraint because the compiler may
327/// have to test it after all: a module that used the constraint without
328/// promising to apply it leaves the engine responsible for the answer.
329#[derive(Clone, Debug, PartialEq)]
330pub struct VirtualConstraint {
331 /// The constraint as the module is shown it.
332 pub spec: crate::vtab::ConstraintSpec,
333 /// The value on the other side, which becomes an argument to `filter`.
334 pub value: BoundExpr,
335 /// The whole predicate, for the compiler to re-test when it must.
336 pub predicate: BoundExpr,
337}
338
339impl AccessPath {
340 /// Returns a one-line description, which is what `EXPLAIN QUERY PLAN`
341 /// renders and what a performance test asserts on.
342 pub fn describe(&self, table: &str) -> String {
343 self.describe_over(table, None)
344 }
345
346 /// Returns the same line, naming the columns an index seek compares.
347 ///
348 /// **`(a=?)` rather than `(?=?)`.** The reference names the key column, and
349 /// it is the one part of the line a reader uses to tell "this index" from
350 /// "the other index on the same table". The declaration is passed in
351 /// because an access path carries the index's *name* and not its columns -
352 /// which is the right thing for a plan to carry, and the wrong thing to
353 /// render a description from.
354 ///
355 /// @param table - the name the query calls the term
356 /// @param info - the table's declaration, when the caller has it
357 pub fn describe_over(&self, table: &str, info: Option<&TableInfo>) -> String {
358 match self {
359 AccessPath::TableScan { .. } => format!("SCAN {table}"),
360 AccessPath::RowidSeek { .. } => {
361 format!("SEARCH {table} USING INTEGER PRIMARY KEY (rowid=?)")
362 }
363 AccessPath::RowidRange { .. } => {
364 format!("SEARCH {table} USING INTEGER PRIMARY KEY (rowid>?)")
365 }
366 // Every branch is the same one-row lookup, so one line describes
367 // all of them - which is also how a plain equality reads, and an
368 // `IN` list is nothing else once it has been turned into this.
369 AccessPath::RowidSeekUnion { .. } => {
370 format!("SEARCH {table} USING INTEGER PRIMARY KEY (rowid=?)")
371 }
372 AccessPath::Recursive { .. } => format!("SCAN {table} USING RECURSIVE QUEUE"),
373 AccessPath::RecursiveSelf { .. } => format!("SCAN {table}"),
374 AccessPath::VectorProbe { index, depth, .. } => format!(
375 "SEARCH {table} USING VECTOR INDEX {} (k={depth})",
376 String::from_utf8_lossy(index)
377 ),
378 AccessPath::VirtualScan { .. } => format!("SCAN {table} VIRTUAL TABLE INDEX"),
379 AccessPath::Subquery { correlated, .. } => {
380 if *correlated {
381 format!("CORRELATED SCALAR SUBQUERY {table}")
382 } else {
383 format!("SCAN {table}")
384 }
385 }
386 AccessPath::IndexSeek {
387 index_name,
388 equalities,
389 low,
390 high,
391 covering,
392 ..
393 } => {
394 let kind = if covering.is_some() {
395 "COVERING INDEX"
396 } else {
397 "INDEX"
398 };
399 // A walk with nothing to seek used to be covering by
400 // construction, so this line said so unconditionally. A
401 // partial index and an `INDEXED BY` are walked whole while a
402 // lookup per entry fetches the row, and SQLite says `USING
403 // INDEX` for that: `SELECT * FROM h INDEXED BY h_a` is
404 // `SCAN h USING INDEX h_a` in the pinned 3.53.4 shell.
405 if equalities.is_empty() && low.is_none() && high.is_none() {
406 return format!(
407 "SCAN {table} USING {kind} {}",
408 String::from_utf8_lossy(index_name)
409 );
410 }
411 let detail = index_seek_detail(
412 index_name,
413 info,
414 equalities.len(),
415 low.is_some() || high.is_some(),
416 );
417 format!(
418 "SEARCH {table} USING {kind} {} ({detail})",
419 String::from_utf8_lossy(index_name)
420 )
421 }
422 AccessPath::IndexSeekUnion {
423 index_name,
424 branches,
425 covering,
426 ..
427 } => {
428 let kind = if covering.is_some() {
429 "COVERING INDEX"
430 } else {
431 "INDEX"
432 };
433 // A branch with the same shape as one already rendered - the
434 // same equality-prefix depth and the same presence of a range
435 // - reads identically, so an `IN` list (every branch the same
436 // bare equality) collapses to the one line a plain equality
437 // would render. A genuine disjunction of differently shaped
438 // branches - the keyset-range case - gets one line per shape,
439 // in the order the branches run.
440 let mut lines: Vec<String> = Vec::new();
441 for branch in branches {
442 let detail = index_seek_detail(
443 index_name,
444 info,
445 branch.equalities.len(),
446 branch.low.is_some() || branch.high.is_some(),
447 );
448 let line = format!(
449 "SEARCH {table} USING {kind} {} ({detail})",
450 String::from_utf8_lossy(index_name)
451 );
452 if !lines.contains(&line) {
453 lines.push(line);
454 }
455 }
456 lines.join(" OR ")
457 }
458 }
459 }
460}
461
462/// Returns the `(col=? AND col>?)` detail an index seek's description ends
463/// with, given how many leading columns of its equality prefix it pins and
464/// whether it also carries a range on the column after it.
465///
466/// Shared between [`AccessPath::IndexSeek`] and each branch of an
467/// [`AccessPath::IndexSeekUnion`], which differ only in how many branches
468/// there are - the naming of one branch's columns is exactly what a plain
469/// seek already does.
470fn index_seek_detail(
471 index_name: &[u8],
472 info: Option<&TableInfo>,
473 equalities: usize,
474 ranged: bool,
475) -> String {
476 let keyed = info.and_then(|held| {
477 held.indexes
478 .iter()
479 .find(|candidate| candidate.name == index_name)
480 });
481 let named = |position: usize| -> String {
482 keyed
483 .and_then(|index| index.columns.get(position))
484 .and_then(|key| key.column)
485 .and_then(|at| info.and_then(|held| held.column(at)))
486 .map(|column| String::from_utf8_lossy(&column.name).into_owned())
487 .unwrap_or_else(|| "?".to_string())
488 };
489 let mut detail = String::new();
490 for index in 0..equalities {
491 if index > 0 {
492 detail.push_str(" AND ");
493 }
494 detail.push_str(&format!("{}=?", named(index)));
495 }
496 if ranged {
497 if !detail.is_empty() {
498 detail.push_str(" AND ");
499 }
500 detail.push_str(&format!("{}>?", named(equalities)));
501 }
502 detail
503}
504
505/// One FROM term with the path chosen for it.
506#[derive(Clone, Debug, PartialEq)]
507pub struct PlannedSource {
508 /// What the planner estimated this term's path would cost.
509 ///
510 /// It is kept so that a test can assert on the *reason* a plan was chosen
511 /// rather than only on the plan, which is the difference between catching a
512 /// cost-model regression and catching it two releases later.
513 pub cost: f64,
514 /// How many rows the path is estimated to produce.
515 pub rows: f64,
516 /// The statement-wide number every bound expression refers to it by.
517 pub id: usize,
518 /// The table.
519 pub table: TableInfo,
520 /// The name the query calls it.
521 pub alias: Vec<u8>,
522 /// How its rows are produced.
523 pub path: AccessPath,
524 /// The join that attached it to the term before it.
525 pub join: JoinKind,
526 /// The `ON` condition, when the join is an outer one.
527 ///
528 /// An inner join's condition is an ordinary predicate and is distributed
529 /// with the rest; an outer join's is not, because a row that fails it is
530 /// still emitted, null-extended. Keeping it here rather than in the
531 /// residual list is what stops the two being confused.
532 pub on: Option<BoundExpr>,
533 /// Whether the path this term is read by enforces the whole `ON` condition.
534 ///
535 /// **What decides whether an outer join can be an index nested loop.**
536 /// That operator probes the inner tree by a key and
537 /// null-extends when the probe finds nothing; it has nowhere to test a
538 /// condition the key did not capture, so it may only be used when there is
539 /// nothing left to test. When the key is the whole condition - which
540 /// `ON b.k = a.k` over an index on `b(k)` is - the probe's answer and the
541 /// condition's answer are the same answer.
542 ///
543 /// False for every inner join, where the condition is distributed into the
544 /// statement's terms and re-tested as a residual, and false for an outer
545 /// join whose condition says more than its key does.
546 pub on_enforced: bool,
547}
548
549/// How the rows are grouped and aggregated.
550#[derive(Clone, Copy, Debug, PartialEq, Eq)]
551pub enum AggregationMode {
552 /// No aggregation at all.
553 None,
554 /// One group for the whole input, which produces exactly one row.
555 Whole,
556 /// One group per distinct `GROUP BY` key, produced by sorting first.
557 Grouped,
558}
559
560/// A physical plan for a read-only statement.
561#[derive(Clone, Debug, PartialEq)]
562pub struct PhysicalPlan {
563 /// The FROM terms, in the order the nested loops visit them.
564 pub sources: Vec<PlannedSource>,
565 /// The predicates the loops must still evaluate, one per nesting level.
566 ///
567 /// A predicate is attached to the innermost term it reads, so it is tested
568 /// as soon as it can be rather than after every loop has been entered.
569 pub residuals: Vec<Option<BoundExpr>>,
570 /// A predicate over no columns at all, tested once before the loops.
571 pub constant_filter: Option<BoundExpr>,
572 /// The bound statement the plan came from.
573 pub select: BoundSelect,
574 /// How the rows are aggregated.
575 pub aggregation: AggregationMode,
576 /// Whether the results have to pass through a sorter.
577 pub needs_sort: bool,
578 /// Whether the outermost term is walked backwards.
579 ///
580 /// A B-tree read from its last entry to its first produces exactly the
581 /// reverse of what it produces read forwards, so a descending `ORDER BY`
582 /// over an ascending structure is a direction rather than a sort. Only ever
583 /// set when [`needs_sort`](Self::needs_sort) is false: a plan that sorts
584 /// does not care which way its input arrived.
585 pub reverse: bool,
586 /// Whether the walk already brings the rows of each group together.
587 ///
588 /// Grouping needs adjacency, not order: if every row of a group arrives
589 /// before the next group starts, the aggregate can be finished and emitted
590 /// as the key changes and nothing has to be collected first. A walk whose
591 /// leading keys are exactly the `GROUP BY` columns delivers that, whichever
592 /// direction it runs in.
593 pub grouped_walk: bool,
594 /// Whether the walk already brings duplicate result rows together.
595 ///
596 /// The same property for `DISTINCT`: adjacent duplicates can be dropped by
597 /// comparing each row with the one before it, where a set has to remember
598 /// every row it has seen.
599 pub distinct_walk: bool,
600 /// The later arms of a compound, each with the operator that joined it.
601 pub compounds: Vec<(CompoundOp, PhysicalPlan)>,
602 /// Which optimizations were on when this plan was chosen.
603 ///
604 /// Carried on the plan rather than looked up by the executor, because a
605 /// plan is *cached* and a lever that changed after it was built must not
606 /// change what it does - a plan that consulted the connection at execution
607 /// time would answer one way today and another tomorrow with no
608 /// recompilation in between. The connection throws its compiled statements
609 /// away when a lever moves, which is what makes this field the truth.
610 pub levers: Levers,
611 /// Whether any expression in this plan holds a subquery used as a value.
612 ///
613 /// Decided here because it is a property of the *statement* and not of the
614 /// data, and because the alternative was deciding it per execution: the
615 /// executor folds uncorrelated subqueries on the way into each run, and it
616 /// has to ask this question first every time. Walking the expression tree
617 /// to ask it cost about 0.07 us per execution - measurable against a
618 /// `point.rowid` that takes 0.78 - because `BoundExpr::children` allocates
619 /// a vector per node. Asked once per compiled statement instead, it costs
620 /// nothing a statement runs.
621 pub subqueries: bool,
622}
623
624impl PhysicalPlan {
625 /// Returns the highest statement-wide source id anywhere in the plan.
626 ///
627 /// The compiler sizes its cursor map from this, so a nested block's cursor
628 /// has a slot before the block that encloses it is compiled.
629 pub fn max_source_id(&self) -> usize {
630 let mut highest = 0usize;
631 for source in &self.sources {
632 highest = highest.max(source.id);
633 match &source.path {
634 AccessPath::Subquery { plan, .. } => {
635 highest = highest.max(plan.max_source_id());
636 }
637 AccessPath::Recursive { seeds, steps, .. } => {
638 for (_, arm) in seeds.iter().chain(steps.iter()) {
639 highest = highest.max(arm.max_source_id());
640 }
641 }
642 _ => {}
643 }
644 }
645 for (_, arm) in &self.compounds {
646 highest = highest.max(arm.max_source_id());
647 }
648 highest
649 }
650
651 /// Returns the `EXPLAIN QUERY PLAN` lines this plan renders as.
652 pub fn describe(&self) -> Vec<String> {
653 let mut lines = Vec::new();
654 for source in &self.sources {
655 lines.push(
656 source
657 .path
658 .describe_over(&String::from_utf8_lossy(&source.alias), Some(&source.table)),
659 );
660 }
661 for (op, arm) in &self.compounds {
662 lines.push(format!("COMPOUND QUERY {}", compound_name(*op)));
663 lines.extend(arm.describe());
664 }
665 // A temp b-tree is only named when there is one. Grouping and
666 // de-duplicating that the walk already delivers build nothing, and a
667 // plan that said otherwise would be describing a different program.
668 if self.aggregation == AggregationMode::Grouped && !self.grouped_walk {
669 lines.push("USE TEMP B-TREE FOR GROUP BY".to_string());
670 }
671 if self.needs_sort {
672 lines.push("USE TEMP B-TREE FOR ORDER BY".to_string());
673 }
674 if self.select.distinct && !self.distinct_walk {
675 lines.push("USE TEMP B-TREE FOR DISTINCT".to_string());
676 }
677 lines
678 }
679}
680
681/// Returns the word `EXPLAIN QUERY PLAN` names a compound operator by.
682fn compound_name(op: CompoundOp) -> &'static str {
683 match op {
684 CompoundOp::Union => "UNION",
685 CompoundOp::UnionAll => "UNION ALL",
686 CompoundOp::Intersect => "INTERSECT",
687 CompoundOp::Except => "EXCEPT",
688 }
689}
690
691/// Which planner optimizations are switched on.
692///
693/// An optimization that cannot be switched off cannot be measured. The claim
694/// "the covering-index path made range reads thirty times faster" is a
695/// comparison, and without an arm to compare against it is a comparison with a
696/// build that no longer exists - which is an argument, not evidence.
697///
698/// The shape is SQLite's. `sqlite3_test_control(SQLITE_TESTCTRL_OPTIMIZATIONS)`
699/// takes a bitmask of optimizations to *disable*, reached through a control
700/// channel rather than through SQL, for exactly this reason: a knob on the SQL
701/// surface is a knob applications start depending on, and then it is not a
702/// measurement device any more, it is a feature with a compatibility story.
703///
704/// Disabling is what the mask names, so zero is the shipped engine and the
705/// default everywhere. A lever added later defaults to on without anybody
706/// having to remember to turn it on.
707#[derive(Clone, Copy, Debug, PartialEq, Eq, Default)]
708pub struct Levers {
709 /// The optimizations that are turned *off*.
710 disabled: u32,
711}
712
713impl Levers {
714 /// Read a term's columns from the index entry, without fetching the row.
715 pub const COVERING_INDEX: u32 = 1;
716 /// Find the rows an UPDATE or DELETE touches through an index or a rowid,
717 /// rather than by scanning the table.
718 pub const INDEXED_WRITE: u32 = 2;
719 /// Answer an `ORDER BY` by walking a B-tree in its own key order, forwards
720 /// or backwards, instead of sorting every row and throwing most away.
721 pub const ORDERED_WALK: u32 = 4;
722 /// Group and de-duplicate as the rows arrive, when the walk already brings
723 /// equal keys together, instead of collecting every row into a sorter or a
724 /// set first.
725 pub const STREAMING_GROUP: u32 = 8;
726 /// Fold a value written into a scratch register and immediately copied
727 /// into the one instruction that writes it where it was going.
728 pub const FUSED_BYTECODE: u32 = 16;
729
730 /// Reusing a compiled program for SQL text already prepared.
731 ///
732 /// The rearchitecture's design puts a plan cache in the new engine's
733 /// prepare path, and measures it here, on the existing one, first - so the
734 /// mechanism is proved independently of the new storage. It is a lever
735 /// rather than a constant because a speedup that cannot be switched off
736 /// cannot be measured, and because "the cache made prepare six times
737 /// faster" needs an arm to be a claim rather than an assertion.
738 pub const PLAN_CACHE: u32 = 32;
739 /// Build a throwaway structure over an unindexed inner side of a join,
740 /// rather than walking it once per outer row.
741 ///
742 /// What `PRAGMA automatic_index` switches. It is a lever rather than a
743 /// constant for the same reason the others are - an optimisation that
744 /// cannot be switched off cannot be measured - and because SQLite exposes
745 /// exactly this switch under exactly this name, so an application that
746 /// turns it off there has somewhere to turn it off here.
747 pub const AUTOMATIC_INDEX: u32 = 64;
748 /// Every lever this build has.
749 pub const EVERY: u32 = Levers::PLAN_CACHE
750 | Levers::COVERING_INDEX
751 | Levers::INDEXED_WRITE
752 | Levers::ORDERED_WALK
753 | Levers::STREAMING_GROUP
754 | Levers::FUSED_BYTECODE
755 | Levers::AUTOMATIC_INDEX;
756
757 /// Returns the shipped configuration: everything on.
758 pub fn all() -> Levers {
759 Levers { disabled: 0 }
760 }
761
762 /// Returns a configuration with the named levers turned off.
763 /// @param mask - the levers to disable
764 pub fn without(mask: u32) -> Levers {
765 Levers {
766 disabled: mask & Levers::EVERY,
767 }
768 }
769
770 /// Returns whether one lever is on.
771 /// @param lever - the lever to ask about
772 pub fn has(self, lever: u32) -> bool {
773 self.disabled & lever == 0
774 }
775
776 /// Returns the mask of what is off, which is what a report prints.
777 pub fn disabled(self) -> u32 {
778 self.disabled
779 }
780
781 /// Returns the names of the levers that are off, for a report.
782 pub fn names_disabled(self) -> Vec<&'static str> {
783 let mut names = Vec::new();
784 if !self.has(Levers::COVERING_INDEX) {
785 names.push("covering-index");
786 }
787 if !self.has(Levers::INDEXED_WRITE) {
788 names.push("indexed-write");
789 }
790 if !self.has(Levers::ORDERED_WALK) {
791 names.push("ordered-walk");
792 }
793 if !self.has(Levers::STREAMING_GROUP) {
794 names.push("streaming-group");
795 }
796 if !self.has(Levers::FUSED_BYTECODE) {
797 names.push("fused-bytecode");
798 }
799 names
800 }
801}
802
803/// Plans a bound SELECT with some optimizations switched off.
804///
805/// The levers travel with the recursion rather than being read from anywhere
806/// global, so a subquery is planned under the same arm as the statement that
807/// contains it. An arm that applied to the outer block and not the inner one
808/// would measure a mixture and report it as one number.
809/// @param select - the bound statement
810/// @param levers - which optimizations are on
811pub fn plan_select_with(select: BoundSelect, levers: Levers) -> PhysicalPlan {
812 let mut select = select;
813 pushdown::push_into_derived_tables(&mut select);
814 let compound_arms = core::mem::take(&mut select.compounds);
815 let terms = statement_terms(&select);
816 // The order the terms are visited in is chosen before their paths are, and
817 // then the paths are chosen in that order - because a path may use a value
818 // from a term visited earlier, and which terms those are is exactly what the
819 // order decides.
820 let order = choose_order(&select, &terms, levers);
821 let ordered: Vec<usize> = order.clone();
822 let ids: Vec<usize> = ordered
823 .iter()
824 .filter_map(|position| select.sources.get(*position))
825 .map(|source| source.id)
826 .collect();
827 let mut consumed = vec![false; terms.len()];
828 let mut sources = Vec::with_capacity(select.sources.len());
829 for (level, position) in ordered.iter().enumerate() {
830 let Some(source) = select.sources.get(*position) else {
831 continue;
832 };
833 // **An outer term's rows are not filtered on the way in.** A `WHERE`
834 // predicate over the null-extendable side is applied *after* the join,
835 // because a row that fails it must still produce a null-extended pair
836 // rather than vanish. Letting `choose_path` turn such a predicate into
837 // a seek would do both wrong things at once: filter the rows before the
838 // null extension, and mark the term consumed so it is never re-tested.
839 //
840 // **Its own `ON` condition is a different question.**
841 // An outer join's `ON` decides which inner rows *match*, and a row with
842 // no match is null-extended by the join itself - so seeking the inner
843 // side by an equality the `ON` states returns exactly the matches and
844 // nothing the join needed is lost. Refusing that made
845 // `LEFT JOIN chunk c ON c.document_id = d.id` scan a 60,000-row table
846 // where the same join written `JOIN` seeks it: 138.2 ms against 0.5 ms
847 // for the same ten rows, and the gap grows with the table.
848 //
849 // Two things keep it honest. The `ON` terms are collected into a list
850 // of their own, so nothing in the statement's `WHERE` can be turned
851 // into a seek here and nothing in the statement's `consumed` is marked.
852 // And `on` below still carries the whole condition, so the join re-tests
853 // it - a seek narrows the rows the test runs over and never stands in
854 // for it.
855 //
856 // A subquery, a recursive CTE and a virtual table each still resolve to
857 // what they are, because those are not access-path choices - they are
858 // what the term *is*.
859 let mut on_enforced = false;
860 let path = if is_outer(source.join) && matches!(source.rows, SourceRows::Table) {
861 match source.table.module.clone() {
862 Some(_) => choose_path(level, &ids, source, &select, &terms, &mut consumed, levers),
863 None => {
864 // **Only a `LEFT` term may seek on its `ON`.** A `RIGHT`
865 // or `FULL` term keeps the rows of its own that matched
866 // nothing, and only a side read whole can know which
867 // those are: `list l RIGHT JOIN todo t ON t.list_id =
868 // l.id` with an index on `list_id` probed `todo` per list
869 // and never produced the todo whose list does not exist.
870 let on_terms = if source.join == JoinKind::Left {
871 outer_terms(source)
872 } else {
873 Vec::new()
874 };
875 let mut on_consumed = vec![false; on_terms.len()];
876 let chosen = choose_path(
877 level,
878 &ids,
879 source,
880 &select,
881 &on_terms,
882 &mut on_consumed,
883 levers,
884 );
885 // Every conjunct of the condition turned into part of the
886 // key, so the probe answers the condition and an index
887 // nested loop can null-extend on an empty probe.
888 on_enforced = !on_terms.is_empty() && on_consumed.iter().all(|held| *held);
889 chosen
890 }
891 }
892 } else {
893 choose_path(level, &ids, source, &select, &terms, &mut consumed, levers)
894 };
895 let (cost, rows) = path_cost(source, &path);
896 sources.push(PlannedSource {
897 cost,
898 rows,
899 id: source.id,
900 table: (*source.table).clone(),
901 alias: source.alias.clone(),
902 path,
903 join: source.join,
904 on: is_outer(source.join)
905 .then(|| source.constraint.clone())
906 .flatten(),
907 on_enforced,
908 });
909 }
910 let (residuals, constant_filter) = distribute_residuals(&terms, &consumed, &ids);
911 let aggregation = if !select.group_by.is_empty() {
912 AggregationMode::Grouped
913 } else if !select.aggregates.is_empty() {
914 AggregationMode::Whole
915 } else {
916 AggregationMode::None
917 };
918 // The sort is only needed when the outer term's path does not already
919 // produce the order that was asked for. Walking a B-tree *is* walking it in
920 // key order, and a statement asking for that order has been answered by the
921 // walk - which is the difference between reading fifty rows and reading,
922 // sorting and throwing away six hundred thousand.
923 // A window function sorts the rows into its own order to compute over them,
924 // so whatever order the walk delivered is not the order the result comes
925 // out in - which is why `windows` disqualifies a statement here even though
926 // it has nothing to do with the access path.
927 // Adjacency is a weaker property than order, so it is asked first and for a
928 // wider set of statements: a grouped aggregate can be streamed whether or
929 // not it also answers an ORDER BY.
930 let adjacent = levers.has(Levers::STREAMING_GROUP)
931 && sources.len() == 1
932 && select.windows.is_empty()
933 && select.compounds.is_empty();
934 let outer = sources.first();
935 let grouped_walk = adjacent
936 && aggregation == AggregationMode::Grouped
937 && outer.is_some_and(|outer| grouped_by_walk(&select, outer));
938 let distinct_walk = adjacent && outer.is_some_and(|outer| distinct_by_walk(&select, outer));
939 // A statement that streams its grouping or its de-duplication still comes
940 // out in the order the walk delivered: the rows of a key arrive together,
941 // one output row is emitted per key, and the keys arrive in key order. So
942 // the walk answers the ORDER BY for these too.
943 //
944 // It did not used to. `SELECT DISTINCT category FROM main_table ORDER BY
945 // category` walked the covering index on `(category, key)` - which is
946 // already in `category` order - de-duplicated as the rows arrived, and then
947 // sorted the thirty-two answers through a temporary B-tree anyway. SQLite
948 // reads the same index and does not sort, which is the whole of a 26x
949 // difference on that workload. The same applied to every
950 // `GROUP BY x ORDER BY x`.
951 //
952 // The two are kept apart rather than merged: a statement that is both
953 // grouped and DISTINCT is left to sort, because the de-duplication then
954 // runs on the aggregate output rather than on the walk and the walk's order
955 // is no longer the result's.
956 let streamed_in_order = (grouped_walk && !select.distinct)
957 || (distinct_walk && aggregation == AggregationMode::None);
958 let single = levers.has(Levers::ORDERED_WALK)
959 && sources.len() == 1
960 && select.windows.is_empty()
961 && select.compounds.is_empty()
962 && ((aggregation == AggregationMode::None && !select.distinct) || streamed_in_order);
963 let provided = if single {
964 sources
965 .first()
966 .and_then(|outer| ordering_provided(&select, outer.id, &outer.table, &outer.path))
967 } else {
968 None
969 };
970 let needs_sort = !select.order_by.is_empty() && provided.is_none();
971 let reverse = provided.unwrap_or(false);
972 let compounds: Vec<(CompoundOp, PhysicalPlan)> = compound_arms
973 .into_iter()
974 .map(|(op, arm)| (op, plan_select_with(arm, levers)))
975 .collect();
976 let subqueries = holds_subquery(&select)
977 || residuals.iter().flatten().any(expression_holds_subquery)
978 || constant_filter
979 .as_ref()
980 .is_some_and(expression_holds_subquery)
981 || compounds.iter().any(|(_op, arm)| arm.subqueries);
982 PhysicalPlan {
983 sources,
984 residuals,
985 constant_filter,
986 select,
987 aggregation,
988 needs_sort,
989 reverse,
990 grouped_walk,
991 distinct_walk,
992 compounds,
993 subqueries,
994 levers,
995 }
996}
997
998/// Returns whether a select holds a subquery used as a value.
999///
1000/// Compound arms are not walked here: `plan_select_with` has already taken them
1001/// out of `select.compounds` and planned them, and each arm carries its own
1002/// answer. A subquery's *block* is not walked either - finding one is enough to
1003/// say the plan has one.
1004///
1005/// @param select - the query to look through
1006fn holds_subquery(select: &BoundSelect) -> bool {
1007 select.filter.iter().any(expression_holds_subquery)
1008 || select.group_by.iter().any(expression_holds_subquery)
1009 || select.having.iter().any(expression_holds_subquery)
1010 || select
1011 .columns
1012 .iter()
1013 .any(|column| expression_holds_subquery(&column.expr))
1014 || select
1015 .order_by
1016 .iter()
1017 .any(|term| expression_holds_subquery(&term.expr))
1018 || select.limit.iter().any(expression_holds_subquery)
1019 || select.offset.iter().any(expression_holds_subquery)
1020 || select
1021 .values
1022 .iter()
1023 .flatten()
1024 .any(expression_holds_subquery)
1025 // **The aggregate's `FILTER` and its inner `ORDER BY` are walked here
1026 // too as of task-1932 (M6).** This flag is the cheap question
1027 // `subquery::fold` asks before it walks anything, so a statement it
1028 // answers `false` for never folds - and a subquery in an aggregate's
1029 // `FILTER` was therefore left in an unfilled slot, which `translate`
1030 // reports as `unsupported("a correlated subquery used as a value")`.
1031 // The windows below already had all four of theirs.
1032 || select.aggregates.iter().any(|aggregate| {
1033 aggregate.arguments.iter().any(expression_holds_subquery)
1034 || aggregate.filter.iter().any(expression_holds_subquery)
1035 || aggregate
1036 .order_by
1037 .iter()
1038 .any(|term| expression_holds_subquery(&term.expr))
1039 })
1040 || select.windows.iter().any(|window| {
1041 window.arguments.iter().any(expression_holds_subquery)
1042 || window.filter.iter().any(expression_holds_subquery)
1043 || window.partition_by.iter().any(expression_holds_subquery)
1044 || window
1045 .order_by
1046 .iter()
1047 .any(|term| expression_holds_subquery(&term.expr))
1048 })
1049 || select.sources.iter().any(|source| {
1050 source.constraint.iter().any(expression_holds_subquery)
1051 || matches!(&source.rows, SourceRows::Subquery(block) if holds_subquery(block))
1052 })
1053}
1054
1055/// Returns whether an expression holds a subquery, anywhere beneath it.
1056///
1057/// Public because the *write* paths need the same answer and cannot get it from
1058/// a plan: a `VALUES` list and an `UPDATE`'s assignments are evaluated without
1059/// one. They ask this once when the statement is compiled, for the same reason
1060/// `PhysicalPlan::subqueries` is decided once - the question is about the
1061/// statement, and asking it per execution walks a tree and allocates.
1062///
1063/// @param expr - the expression to look through
1064pub fn expression_holds_subquery(expr: &BoundExpr) -> bool {
1065 matches!(expr, BoundExpr::Subquery { .. })
1066 || expr
1067 .children()
1068 .iter()
1069 .any(|child| expression_holds_subquery(child))
1070}
1071
1072/// Returns whether the walk brings the rows of each `GROUP BY` key together.
1073///
1074/// Grouping needs adjacency rather than order, so the direction does not
1075/// matter: what matters is that the walk's leading keys are exactly the group
1076/// columns. Exactly, not merely a superset - a walk ordered by `(a, b)` groups
1077/// `a` and groups `(a, b)`, and does not group `b`.
1078///
1079/// The collation does matter. Grouping compares keys with the result collation
1080/// and the walk compares them with the structure's, so a `NOCASE` index does
1081/// not group a `BINARY` key: it would put `Ada` and `ADA` next to each other
1082/// and the grouping would then treat them as one.
1083/// @param select - the bound statement
1084/// @param outer - the planned outer term
1085fn grouped_by_walk(select: &BoundSelect, outer: &PlannedSource) -> bool {
1086 if select.group_by.is_empty() {
1087 return false;
1088 }
1089 let Some(key) = path_ordering(&outer.table, &outer.path) else {
1090 return false;
1091 };
1092 let mut wanted: Vec<(OrderedBy, Collation)> = Vec::new();
1093 for expr in &select.group_by {
1094 let Some(named) = walk_key_of(expr, outer.id, &outer.table) else {
1095 return false;
1096 };
1097 let collation = crate::bind::result_collation(expr);
1098 if !wanted.iter().any(|(held, _)| *held == named) {
1099 wanted.push((named, collation));
1100 }
1101 }
1102 covers_prefix(&key, &wanted)
1103}
1104
1105/// Returns whether the walk brings duplicate result rows together.
1106///
1107/// The same rule as [`grouped_by_walk`], over the result columns rather than
1108/// the group ones - and it is only asked when there is no grouping, because a
1109/// `DISTINCT` over aggregates is distinct over values the walk never saw.
1110/// @param select - the bound statement
1111/// @param outer - the planned outer term
1112fn distinct_by_walk(select: &BoundSelect, outer: &PlannedSource) -> bool {
1113 if !select.distinct || !select.group_by.is_empty() || !select.aggregates.is_empty() {
1114 return false;
1115 }
1116 let Some(key) = path_ordering(&outer.table, &outer.path) else {
1117 return false;
1118 };
1119 let mut wanted: Vec<(OrderedBy, Collation)> = Vec::new();
1120 for column in &select.columns {
1121 let Some(named) = walk_key_of(&column.expr, outer.id, &outer.table) else {
1122 return false;
1123 };
1124 let collation = crate::bind::result_collation(&column.expr);
1125 if !wanted.iter().any(|(held, _)| *held == named) {
1126 wanted.push((named, collation));
1127 }
1128 }
1129 covers_prefix(&key, &wanted)
1130}
1131
1132/// Returns whether a set of keys is exactly the walk's leading keys.
1133///
1134/// A key an equality pinned counts as held: it has one value for every row the
1135/// walk returns, so it is constant across the whole scan and cannot separate
1136/// two rows that are otherwise equal.
1137/// @param key - what the walk is ordered by
1138/// @param wanted - the keys that have to arrive together, with their collations
1139fn covers_prefix(key: &PathOrdering, wanted: &[(OrderedBy, Collation)]) -> bool {
1140 let free: Vec<&(OrderedBy, Collation)> = wanted
1141 .iter()
1142 .filter(|(named, _)| !key.pinned.contains(named))
1143 .collect();
1144 if free.len() > key.columns.len() {
1145 return false;
1146 }
1147 let prefix = match key.columns.get(..free.len()) {
1148 Some(prefix) => prefix,
1149 None => return false,
1150 };
1151 free.iter().all(|(named, collation)| {
1152 prefix
1153 .iter()
1154 .any(|(held, _, held_collation)| held == named && held_collation == collation)
1155 })
1156}
1157
1158/// Returns which of the walk's keys an expression names, if it names one.
1159/// @param expr - the expression to resolve
1160/// @param id - the outer term's source id
1161/// @param table - the table being walked
1162fn walk_key_of(expr: &BoundExpr, id: usize, table: &TableInfo) -> Option<OrderedBy> {
1163 let mut expr = expr;
1164 while let BoundExpr::Collate { operand, .. } = expr {
1165 expr = operand;
1166 }
1167 match expr {
1168 BoundExpr::Column { source, column, .. } if *source == id => {
1169 Some(named_key(table, OrderedBy::Column(*column)))
1170 }
1171 BoundExpr::Rowid { source } if *source == id => Some(OrderedBy::Rowid),
1172 _ => None,
1173 }
1174}
1175
1176/// What a term of an `ORDER BY` names.
1177#[derive(Clone, Copy, Debug, PartialEq, Eq)]
1178enum OrderedBy {
1179 /// A column of the table, by its declared position.
1180 Column(u16),
1181 /// The row's key.
1182 Rowid,
1183}
1184
1185/// The order one access path's own walk produces.
1186struct PathOrdering {
1187 /// What the walk is ordered by, in order, with each key's direction and the
1188 /// collation the structure compares it with.
1189 columns: Vec<(OrderedBy, bool, Collation)>,
1190 /// What an equality has pinned to a single value, which therefore holds
1191 /// still across the whole walk and cannot affect its order.
1192 pinned: Vec<OrderedBy>,
1193}
1194
1195/// Returns whether the outer term's path already produces the `ORDER BY`, and
1196/// whether it has to be walked backwards to do it.
1197///
1198/// `None` means it does not and the rows have to go through a sorter.
1199/// `Some(false)` means a forward walk answers it, `Some(true)` a backward one.
1200///
1201/// The rules are narrow on purpose, because getting this wrong returns rows in
1202/// the wrong order and nothing about the result looks wrong:
1203///
1204/// - every `ORDER BY` term is a plain column of the outer term, or its rowid;
1205/// - the path is one whose order is a key's - every rowid path, and an index
1206/// seek over whatever columns the equalities did not pin;
1207/// - the directions agree, all with the structure or all against it, because a
1208/// B-tree can be read either way but not both at once;
1209/// - the collation is the one the structure holds the column in;
1210/// - the NULLs land where the structure puts them, which for the SQL defaults
1211/// they already do: first ascending, last descending, exactly as an index
1212/// holds them.
1213///
1214/// A column an equality pinned is skipped rather than matched: it holds one
1215/// value for every row the path returns, so ordering by it changes nothing.
1216/// @param select - the bound statement, for its ORDER BY
1217/// @param outer - the planned outer term
1218fn ordering_provided(
1219 select: &BoundSelect,
1220 id: usize,
1221 table: &TableInfo,
1222 path: &AccessPath,
1223) -> Option<bool> {
1224 if select.order_by.is_empty() {
1225 return Some(false);
1226 }
1227 let key = path_ordering(table, path)?;
1228 let mut reverse: Option<bool> = None;
1229 let mut at = 0usize;
1230 for term in &select.order_by {
1231 // `ORDER BY name COLLATE NOCASE` binds to a `Collate` around the
1232 // column, and the collation it names is already on the term - so the
1233 // wrapper is unwrapped rather than refused, or the one case an index
1234 // exists precisely to answer would be the one case that sorted.
1235 let mut expr = &term.expr;
1236 while let BoundExpr::Collate { operand, .. } = expr {
1237 expr = operand;
1238 }
1239 let named = match expr {
1240 BoundExpr::Column { source, column, .. } if *source == id => {
1241 named_key(table, OrderedBy::Column(*column))
1242 }
1243 BoundExpr::Rowid { source } if *source == id => OrderedBy::Rowid,
1244 _ => return None,
1245 };
1246 let descending = matches!(term.order, SortOrder::Descending);
1247 // The binder has already defaulted this, so what is left is a written
1248 // placement - and only the one the structure already produces can be
1249 // answered by a walk: an index holds NULLs first, so a forward walk is
1250 // NULLS FIRST and a backward one is NULLS LAST.
1251 let natural = match term.nulls {
1252 NullOrder::First => !descending,
1253 NullOrder::Last => descending,
1254 };
1255 if !natural {
1256 return None;
1257 }
1258 if key.pinned.contains(&named) {
1259 continue;
1260 }
1261 let (held, held_descending, held_collation) = key.columns.get(at).copied()?;
1262 if held != named || held_collation != term.collation {
1263 return None;
1264 }
1265 let walk = descending != held_descending;
1266 match reverse {
1267 None => reverse = Some(walk),
1268 Some(existing) if existing == walk => {}
1269 Some(_) => return None,
1270 }
1271 at = at.saturating_add(1);
1272 }
1273 Some(reverse.unwrap_or(false))
1274}
1275
1276/// Returns the order one access path's walk produces, if it produces one.
1277/// @param table - the table being read
1278/// @param path - the chosen path
1279fn path_ordering(table: &TableInfo, path: &AccessPath) -> Option<PathOrdering> {
1280 match path {
1281 // A table B-tree is keyed by rowid, and a range over it is a slice of
1282 // that same walk.
1283 AccessPath::TableScan { .. } | AccessPath::RowidRange { .. } => Some(PathOrdering {
1284 columns: rowid_key(table),
1285 pinned: Vec::new(),
1286 }),
1287 // One row is in every order at once.
1288 AccessPath::RowidSeek { .. } => Some(PathOrdering {
1289 columns: Vec::new(),
1290 pinned: Vec::new(),
1291 }),
1292 AccessPath::IndexSeek {
1293 index_name,
1294 equalities,
1295 ..
1296 } => {
1297 let index = table
1298 .indexes
1299 .iter()
1300 .find(|candidate| candidate.name == *index_name)?;
1301 let mut columns: Vec<(OrderedBy, bool, Collation)> = Vec::new();
1302 let mut pinned: Vec<OrderedBy> = Vec::new();
1303 for (at, key_column) in index.columns.iter().enumerate() {
1304 // An expression key orders by something no ORDER BY term here
1305 // can name, so the walk stops describing itself at that point.
1306 let Some(column) = key_column.plain_column() else {
1307 break;
1308 };
1309 let named = named_key(table, OrderedBy::Column(column));
1310 let collation = collation_of(&key_column.collation);
1311 if at < equalities.len() {
1312 pinned.push(named);
1313 continue;
1314 }
1315 columns.push((named, key_column.descending, collation));
1316 }
1317 // Every index entry ends with the row's key, so the walk is a total
1318 // order even where the indexed columns tie.
1319 columns.push((OrderedBy::Rowid, false, Collation::Binary));
1320 Some(PathOrdering { columns, pinned })
1321 }
1322 // A branch that needs de-duplicating (an `IN` list) has no order:
1323 // list values are probed in whatever order they were written, not
1324 // index order. A branch that does not - the keyset-range shape,
1325 // proven disjoint at plan time - runs each branch in the index's own
1326 // order and the branches themselves in that same order, so the whole
1327 // union reads exactly as an unconstrained walk of the index would: no
1328 // column is pinned, because no column has one value across every
1329 // branch.
1330 AccessPath::IndexSeekUnion {
1331 index_name,
1332 dedup: false,
1333 ..
1334 } => {
1335 let index = table
1336 .indexes
1337 .iter()
1338 .find(|candidate| candidate.name == *index_name)?;
1339 let mut columns: Vec<(OrderedBy, bool, Collation)> = Vec::new();
1340 for key_column in &index.columns {
1341 let Some(column) = key_column.plain_column() else {
1342 break;
1343 };
1344 let named = named_key(table, OrderedBy::Column(column));
1345 let collation = collation_of(&key_column.collation);
1346 columns.push((named, key_column.descending, collation));
1347 }
1348 columns.push((OrderedBy::Rowid, false, Collation::Binary));
1349 Some(PathOrdering {
1350 columns,
1351 pinned: Vec::new(),
1352 })
1353 }
1354 _ => None,
1355 }
1356}
1357
1358/// Returns the ordering a rowid walk produces.
1359/// @param table - the table being walked
1360fn rowid_key(table: &TableInfo) -> Vec<(OrderedBy, bool, Collation)> {
1361 let _ = table;
1362 vec![(OrderedBy::Rowid, false, Collation::Binary)]
1363}
1364
1365/// Returns the one name a key goes by.
1366///
1367/// `INTEGER PRIMARY KEY` is the rowid under another name, so a statement that
1368/// ordered by the declared column and one that ordered by `rowid` asked for the
1369/// same walk. Folding the two spellings into one here is what lets the rest of
1370/// the comparison be an equality.
1371/// @param table - the table the column belongs to
1372/// @param named - the key as the statement or the index spelled it
1373fn named_key(table: &TableInfo, named: OrderedBy) -> OrderedBy {
1374 match named {
1375 OrderedBy::Column(column) if table.rowid_alias == Some(column) => OrderedBy::Rowid,
1376 other => other,
1377 }
1378}
1379
1380/// Returns the order the FROM terms are visited in.
1381///
1382/// The legality rule is the whole of the difficulty. An outer join's rows
1383/// depend on the terms it was written against: a `LEFT JOIN` cannot be visited
1384/// before the term it null-extends, and neither side of one can cross it. A
1385/// `CROSS JOIN` is SQLite's documented instruction not to reorder at all. So a
1386/// term may only move within the run of ordinary joins it belongs to, and the
1387/// enumeration is over those runs rather than over the whole list.
1388///
1389/// Inside a run the search is exhaustive while that is affordable - the runs
1390/// that occur in practice are two to five terms - and falls back to the written
1391/// order beyond, because a greedy answer that is worse than the written order
1392/// is worse than not reordering at all.
1393fn choose_order(select: &BoundSelect, terms: &[BoundExpr], levers: Levers) -> Vec<usize> {
1394 let count = select.sources.len();
1395 if count < 2 {
1396 return (0..count).collect();
1397 }
1398 let mut order = Vec::with_capacity(count);
1399 let mut run: Vec<usize> = Vec::new();
1400 for position in 0..count {
1401 let pins = select
1402 .sources
1403 .get(position)
1404 .is_some_and(|source| matches!(source.join, JoinKind::Cross) || is_outer(source.join));
1405 if pins {
1406 order.extend(best_order(select, terms, &run, levers));
1407 run.clear();
1408 order.push(position);
1409 continue;
1410 }
1411 run.push(position);
1412 }
1413 order.extend(best_order(select, terms, &run, levers));
1414 order
1415}
1416
1417/// Returns the cheapest visiting order for one run of reorderable terms.
1418fn best_order(
1419 select: &BoundSelect,
1420 terms: &[BoundExpr],
1421 run: &[usize],
1422 levers: Levers,
1423) -> Vec<usize> {
1424 // Eight terms is 40,320 orders, which is milliseconds; beyond that the
1425 // written order stands rather than a guess being substituted for it.
1426 if run.len() < 2 || run.len() > 8 {
1427 return run.to_vec();
1428 }
1429 let mut best: Option<(f64, Vec<usize>)> = None;
1430 let mut candidate = run.to_vec();
1431 permute(&mut candidate, 0, &mut |order| {
1432 let cost = order_cost(select, terms, order, levers);
1433 let better = best
1434 .as_ref()
1435 .is_none_or(|(existing, _)| cost < *existing - 1e-9);
1436 if better {
1437 best = Some((cost, order.to_vec()));
1438 }
1439 });
1440 best.map(|(_, order)| order).unwrap_or_else(|| run.to_vec())
1441}
1442
1443/// Calls a closure with every permutation of a slice.
1444fn permute(order: &mut Vec<usize>, at: usize, visit: &mut impl FnMut(&[usize])) {
1445 if at >= order.len() {
1446 visit(order);
1447 return;
1448 }
1449 for index in at..order.len() {
1450 order.swap(at, index);
1451 permute(order, at.saturating_add(1), visit);
1452 order.swap(at, index);
1453 }
1454}
1455
1456/// Returns what one visiting order is estimated to cost.
1457///
1458/// The loops are nested, so each term's cost is multiplied by the rows every
1459/// term before it produced - which is the whole reason the order matters, and
1460/// why putting the most selective term first is usually right and sometimes
1461/// spectacularly wrong.
1462fn order_cost(select: &BoundSelect, terms: &[BoundExpr], order: &[usize], levers: Levers) -> f64 {
1463 let ids: Vec<usize> = order
1464 .iter()
1465 .filter_map(|position| select.sources.get(*position))
1466 .map(|source| source.id)
1467 .collect();
1468 let mut consumed = vec![false; terms.len()];
1469 let mut total = 0.0f64;
1470 let mut outer_rows = 1.0f64;
1471 for (level, position) in order.iter().enumerate() {
1472 let Some(source) = select.sources.get(*position) else {
1473 continue;
1474 };
1475 let path = choose_path(level, &ids, source, select, terms, &mut consumed, levers);
1476 let (cost, rows) = path_cost(source, &path);
1477 total += outer_rows * cost;
1478 outer_rows *= rows.max(1.0);
1479 }
1480 total
1481}
1482
1483/// Returns the vector probe a `TopN` over a distance can use, when it can.
1484///
1485/// **Every condition here is a way the rewrite would change the answer.** The
1486/// index returns `k` candidates and nothing else, so the query has to be asking
1487/// for the nearest `k` of *this* table by *this* measure and by nothing else:
1488///
1489/// - one FROM term, because a join's other side may multiply or drop rows and
1490/// the k the index was asked for would then be the wrong k;
1491/// - the only `ORDER BY` term, ascending, so the index's order and the query's
1492/// are the same order;
1493/// - a `LIMIT` that is a literal, because the index has to be told how deep to
1494/// go before the statement runs;
1495/// - no `OFFSET`, no `GROUP BY`, no aggregate and no `DISTINCT`, each of which
1496/// reads rows the top k does not contain;
1497/// - and a probe that reads no column, because a per-row probe is a different
1498/// query - the index answers one question, not one per row;
1499/// - and the `ORDER BY` function names the distance the index minimises
1500/// (`IndexInfo::metric`), or it falls back to scan-and-sort instead.
1501///
1502/// A `WHERE` clause is *allowed*: the residual is tested over the candidates,
1503/// which is what SQLite does with a partial index and what pgvector's own
1504/// documentation warns about - a narrow filter over an approximate index can
1505/// return fewer than `k` rows. It is the caller's query and this does not
1506/// second-guess it.
1507///
1508/// @param id - the FROM term's statement-wide number
1509/// @param position - where it sits in the join order
1510/// @param source - the term
1511/// @param select - the whole statement, for its `ORDER BY` and `LIMIT`
1512fn vector_path(
1513 id: usize,
1514 position: usize,
1515 source: &BoundSource,
1516 select: &BoundSelect,
1517) -> Option<AccessPath> {
1518 if position != 0 || select.sources.len() != 1 {
1519 return None;
1520 }
1521 if select.distinct
1522 || !select.group_by.is_empty()
1523 || !select.aggregates.is_empty()
1524 || select.offset.is_some()
1525 || !select.compounds.is_empty()
1526 {
1527 return None;
1528 }
1529 let [term] = select.order_by.as_slice() else {
1530 return None;
1531 };
1532 if term.order != crate::ast::SortOrder::Ascending {
1533 return None;
1534 }
1535 let Some(BoundExpr::Integer(depth)) = select.limit.as_ref() else {
1536 return None;
1537 };
1538 let depth = usize::try_from(*depth).ok().filter(|held| *held > 0)?;
1539 let BoundExpr::Function {
1540 func, arguments, ..
1541 } = &term.expr
1542 else {
1543 return None;
1544 };
1545 let wanted = match func {
1546 crate::function::ScalarFunc::VectorDistanceCos => crate::catalog_view::IndexMetric::Cosine,
1547 crate::function::ScalarFunc::VectorDistanceL2 => crate::catalog_view::IndexMetric::L2,
1548 _ => return None,
1549 };
1550 let [BoundExpr::Column {
1551 source: held,
1552 column,
1553 ..
1554 }, probe] = arguments.as_slice()
1555 else {
1556 return None;
1557 };
1558 if *held != id || reads_a_column(probe) {
1559 return None;
1560 }
1561 let index = source.table.indexes.iter().find(|held| {
1562 held.origin == crate::catalog_view::IndexOrigin::Module
1563 && held.metric == Some(wanted)
1564 && held
1565 .columns
1566 .first()
1567 .is_some_and(|first| first.column == Some(*column))
1568 })?;
1569 Some(AccessPath::VectorProbe {
1570 root: source.table.root,
1571 index: index.name.clone(),
1572 probe: Box::new(probe.clone()),
1573 depth,
1574 })
1575}
1576
1577/// Reports whether an expression reads any column or rowid.
1578///
1579/// A probe that did would be a different question per row, and the index
1580/// answers one.
1581///
1582/// @param expr - the expression to look through
1583fn reads_a_column(expr: &BoundExpr) -> bool {
1584 if matches!(
1585 expr,
1586 BoundExpr::Column { .. } | BoundExpr::Rowid { .. } | BoundExpr::VirtualFunction { .. }
1587 ) {
1588 return true;
1589 }
1590 expr.children().into_iter().any(reads_a_column)
1591}
1592
1593/// Returns what one term's path costs, and how many rows it produces.
1594fn path_cost(source: &BoundSource, path: &AccessPath) -> (f64, f64) {
1595 let rows = estimated_rows(&source.table);
1596 match path {
1597 AccessPath::TableScan { .. } => (cost::scan_cost(rows), rows),
1598 // A module prices its own scan, and the planner cannot ask it here
1599 // without making the plan depend on run-time state. What it can do is
1600 // reward an offer: a virtual table that was given a constraint will be
1601 // cheaper than one that was not, whatever the module then says.
1602 AccessPath::VirtualScan { offer, .. } => {
1603 let usable = offer.iter().filter(|item| item.spec.usable).count();
1604 let rows = if usable == 0 {
1605 rows
1606 } else {
1607 rows / (usable as f64 * 8.0)
1608 };
1609 (cost::scan_cost(rows.max(1.0)), rows.max(1.0))
1610 }
1611 // The index returns `depth` rows and the walk visits exactly those, so
1612 // the cost is a descent per candidate and the row count is the depth -
1613 // which is what makes it beat a scan on a table of any size and lose to
1614 // one on a table smaller than `k`.
1615 AccessPath::VectorProbe { depth, .. } => {
1616 let matches = (*depth as f64).min(rows).max(1.0);
1617 (cost::search_cost(rows, matches, true), matches)
1618 }
1619 AccessPath::RowidSeek { .. } => (cost::search_cost(rows, 1.0, true), 1.0),
1620 // A search per key, each a descent of the same tree - which is
1621 // exactly what running them one after another actually costs, and is
1622 // why a list long enough to be worth a scan instead gets priced that
1623 // way on its own, with no separate penalty needed for how many
1624 // branches there are.
1625 AccessPath::RowidSeekUnion { keys, .. } => {
1626 let branches = keys.len().max(1) as f64;
1627 (cost::search_cost(rows, 1.0, true) * branches, branches)
1628 }
1629 AccessPath::RowidRange { low, high, .. } => {
1630 let bounds = usize::from(low.is_some()) + usize::from(high.is_some());
1631 let mut matches = rows;
1632 for _ in 0..bounds {
1633 matches /= cost::RANGE_SHARE;
1634 }
1635 let matches = matches.max(1.0);
1636 (cost::search_cost(rows, matches, true), matches)
1637 }
1638 AccessPath::IndexSeek {
1639 index_name,
1640 equalities,
1641 low,
1642 high,
1643 covering,
1644 ..
1645 } => {
1646 let bounds = usize::from(low.is_some()) + usize::from(high.is_some());
1647 index_seek_cost(
1648 source,
1649 rows,
1650 index_name,
1651 equalities.len(),
1652 bounds,
1653 covering.is_some(),
1654 )
1655 }
1656 // A union is priced by summing one branch's cost over every branch -
1657 // each is a full descent of the same tree, so the total is exactly
1658 // what running them one after another costs, and a branch count large
1659 // enough to make that expensive is a branch count large enough for a
1660 // scan to win the comparison on its own.
1661 AccessPath::IndexSeekUnion {
1662 index_name,
1663 branches,
1664 covering,
1665 ..
1666 } => {
1667 let mut total_cost = 0.0f64;
1668 let mut total_matches = 0.0f64;
1669 for branch in branches {
1670 let bounds = usize::from(branch.low.is_some()) + usize::from(branch.high.is_some());
1671 let (branch_cost, branch_matches) = index_seek_cost(
1672 source,
1673 rows,
1674 index_name,
1675 branch.equalities.len(),
1676 bounds,
1677 covering.is_some(),
1678 );
1679 total_cost += branch_cost;
1680 total_matches += branch_matches;
1681 }
1682 (total_cost, total_matches.max(1.0))
1683 }
1684 // A materialised term is built once and then scanned; the build is
1685 // charged where it happens, which is the block that fills it.
1686 AccessPath::Subquery { .. } | AccessPath::Recursive { .. } => (cost::scan_cost(rows), rows),
1687 AccessPath::RecursiveSelf { .. } => (1.0, 1.0),
1688 }
1689}
1690
1691/// Returns what one seek over an index costs, and how many rows it produces.
1692///
1693/// Shared by [`AccessPath::IndexSeek`] and each branch of an
1694/// [`AccessPath::IndexSeekUnion`], which price identically - a union is
1695/// priced by summing this over its branches.
1696/// @param source - the FROM term the index belongs to
1697/// @param rows - the table's estimated row count
1698/// @param index_name - the index being priced
1699/// @param equalities - how many leading columns the seek's equality prefix pins
1700/// @param bounds - how many range bounds the seek carries after the prefix
1701/// @param covering - whether the seek reads entries rather than fetching rows
1702fn index_seek_cost(
1703 source: &BoundSource,
1704 rows: f64,
1705 index_name: &[u8],
1706 equalities: usize,
1707 bounds: usize,
1708 covering: bool,
1709) -> (f64, f64) {
1710 let index = source
1711 .table
1712 .indexes
1713 .iter()
1714 .find(|candidate| candidate.name == index_name);
1715 let matches = index_matches(index, rows, equalities, bounds);
1716 let Some(index) = index else {
1717 return (cost::search_cost(rows, matches, false), matches);
1718 };
1719 if !covering {
1720 return (cost::search_cost(rows, matches, false), matches);
1721 }
1722 // A covering path reads entries rather than rows, and an entry is the
1723 // indexed columns plus the key rather than the whole row. Cost is bytes
1724 // touched, so the narrower shape is the saving - and it is the whole
1725 // reason a covering scan of a two-column index beats a table scan of a
1726 // five-column table when there is no predicate at all to narrow either of
1727 // them.
1728 let width = cost::entry_share(index.columns.len(), source.table.columns.len());
1729 (cost::search_cost(rows, matches * width, true), matches)
1730}
1731
1732/// Returns how many rows a table is estimated to hold.
1733fn estimated_rows(table: &TableInfo) -> f64 {
1734 match table.analysed_rows {
1735 Some(rows) if rows > 0 => rows as f64,
1736 // A measured zero is a real answer, and so is an unmeasured table: the
1737 // first is empty and the second is assumed large. Collapsing them would
1738 // make an `ANALYZE` on an empty table look like no `ANALYZE` at all.
1739 Some(_) => 1.0,
1740 None => cost::DEFAULT_ROWS,
1741 }
1742}
1743
1744/// Returns how many rows an index search is estimated to return.
1745fn index_matches(index: Option<&IndexInfo>, rows: f64, equalities: usize, bounds: usize) -> f64 {
1746 // **A partial index walked whole returns what it holds.**
1747 // With nothing to seek to, every other arm below prices this as a walk of
1748 // the table - which is what it would be for an ordinary index, and is not
1749 // what it is for one holding only the rows a predicate accepted.
1750 if equalities == 0 && bounds == 0 {
1751 if let Some(index) = index {
1752 if index.partial_sql.is_some() {
1753 if let Some(held) = index.analysed_rows {
1754 return (held as f64).max(1.0);
1755 }
1756 }
1757 }
1758 }
1759 let mut matches = match index {
1760 // Measured: the average number of rows sharing the prefix the search
1761 // pinned down. This is the number `ANALYZE` exists to supply.
1762 Some(index) if !index.prefix_rows.is_empty() && equalities > 0 => index
1763 .prefix_rows
1764 .get(equalities.saturating_sub(1))
1765 .copied()
1766 .map(|value| value as f64)
1767 .unwrap_or(rows),
1768 // Unmeasured: a unique index pins one row.
1769 Some(index) if index.unique && equalities >= index.columns.len() => 1.0,
1770 // Unmeasured, not unique: SQLite's own default, which is an absolute
1771 // count rather than a share of the table. A column somebody indexed and
1772 // then compared for equality has many distinct values - that is why it
1773 // was indexed - so the number of rows behind one value does not grow
1774 // with the table the way a fraction does.
1775 Some(_) if equalities > 0 => cost::default_equality_rows(equalities, rows),
1776 _ => {
1777 let mut estimate = rows;
1778 for _ in 0..equalities {
1779 estimate /= cost::EQUALITY_SHARE;
1780 }
1781 estimate
1782 }
1783 };
1784 // Once per bound, not once per range. SQLite reduces the estimate by a
1785 // factor for the lower bound and again for the upper, which is why
1786 // `BETWEEN` is treated as sixteen times more selective than a bare `>` -
1787 // and treating them alike made a two-sided range look like a quarter of the
1788 // table, which is a quarter no join order can beat a scan with.
1789 for _ in 0..bounds {
1790 matches /= cost::RANGE_SHARE;
1791 }
1792 matches.max(1.0)
1793}
1794
1795/// Returns whether a join keeps rows that match nothing on the other side.
1796pub fn is_outer(join: JoinKind) -> bool {
1797 matches!(join, JoinKind::Left | JoinKind::Right | JoinKind::Full)
1798}
1799
1800/// Splits `a AND b AND c` into its terms.
1801///
1802/// Only `AND` is split. Splitting an `OR` would produce terms that are not
1803/// individually true of every row the expression accepts, which is the classic
1804/// way to lose rows.
1805pub fn split_conjunction(expr: &BoundExpr, into: &mut Vec<BoundExpr>) {
1806 match expr {
1807 BoundExpr::And(left, right) => {
1808 split_conjunction(left, into);
1809 split_conjunction(right, into);
1810 }
1811 // `x BETWEEN a AND b` *is* `x >= a AND x <= b`, so splitting it lets an
1812 // index range be found where otherwise the whole thing sat in the
1813 // residual and the table was scanned. It is split only when `x` is a
1814 // column, which is both the case that can drive an index and the case
1815 // where evaluating the operand twice cannot change an answer: a
1816 // volatile expression tested twice is a different question.
1817 BoundExpr::Between {
1818 negated: false,
1819 operand,
1820 low,
1821 high,
1822 low_affinity,
1823 low_collation,
1824 high_affinity,
1825 high_collation,
1826 } if matches!(
1827 **operand,
1828 BoundExpr::Column { .. } | BoundExpr::Rowid { .. }
1829 ) =>
1830 {
1831 // Each half keeps the affinity and collation of its own bound,
1832 // which is what SQLite's two comparisons use (task-2088). The
1833 // `between-index*` cases in `differential-part8/task2088.cases`
1834 // grade this path with and without `INDEXED BY`.
1835 into.push(BoundExpr::Compare {
1836 op: BinaryOp::GreaterEqual,
1837 left: operand.clone(),
1838 right: low.clone(),
1839 affinity: *low_affinity,
1840 collation: *low_collation,
1841 });
1842 into.push(BoundExpr::Compare {
1843 op: BinaryOp::LessEqual,
1844 left: operand.clone(),
1845 right: high.clone(),
1846 affinity: *high_affinity,
1847 collation: *high_collation,
1848 });
1849 }
1850 other => into.push(other.clone()),
1851 }
1852}
1853
1854/// Attaches each unconsumed predicate to the innermost term it reads.
1855///
1856/// A predicate that reads only FROM terms belonging to an *enclosing* block is
1857/// constant for the whole of this block: the outer cursors are positioned
1858/// before it starts and do not move while it runs, so it is tested once before
1859/// the loops rather than once per row.
1860fn distribute_residuals(
1861 terms: &[BoundExpr],
1862 consumed: &[bool],
1863 ids: &[usize],
1864) -> (Vec<Option<BoundExpr>>, Option<BoundExpr>) {
1865 let levels = ids.len();
1866 let mut residuals: Vec<Option<BoundExpr>> = vec![None; levels];
1867 let mut constant: Option<BoundExpr> = None;
1868 for (index, term) in terms.iter().enumerate() {
1869 if consumed.get(index).copied().unwrap_or(false) {
1870 continue;
1871 }
1872 let mut used = Vec::new();
1873 term.sources_used(&mut used);
1874 let level = used
1875 .iter()
1876 .filter_map(|source| ids.iter().position(|id| id == source))
1877 .max();
1878 match level {
1879 Some(level) if level < levels => {
1880 if let Some(slot) = residuals.get_mut(level) {
1881 *slot = Some(match slot.take() {
1882 Some(existing) => {
1883 BoundExpr::And(Box::new(existing), Box::new(term.clone()))
1884 }
1885 None => term.clone(),
1886 });
1887 }
1888 }
1889 _ => {
1890 constant = Some(match constant.take() {
1891 Some(existing) => BoundExpr::And(Box::new(existing), Box::new(term.clone())),
1892 None => term.clone(),
1893 });
1894 }
1895 }
1896 }
1897 (residuals, constant)
1898}
1899
1900/// Chooses the access path for one FROM term.
1901fn choose_path(
1902 position: usize,
1903 ids: &[usize],
1904 source: &BoundSource,
1905 select: &BoundSelect,
1906 terms: &[BoundExpr],
1907 consumed: &mut [bool],
1908 levers: Levers,
1909) -> AccessPath {
1910 match &source.rows {
1911 SourceRows::Subquery(block) => {
1912 let width = block.columns.len();
1913 let correlated = !block.correlations.is_empty();
1914 return AccessPath::Subquery {
1915 plan: Box::new(plan_select_with((**block).clone(), levers)),
1916 width,
1917 correlated,
1918 };
1919 }
1920 SourceRows::Recursive(body) => {
1921 let width = body.seeds.first().map_or(0, |(_, arm)| arm.columns.len());
1922 return AccessPath::Recursive {
1923 seeds: body
1924 .seeds
1925 .iter()
1926 .map(|(op, arm)| (*op, plan_select_with(arm.clone(), levers)))
1927 .collect(),
1928 steps: body
1929 .steps
1930 .iter()
1931 .map(|(op, arm)| (*op, plan_select_with(arm.clone(), levers)))
1932 .collect(),
1933 width,
1934 };
1935 }
1936 SourceRows::RecursiveSelf { cte } => {
1937 return AccessPath::RecursiveSelf { cte: *cte };
1938 }
1939 SourceRows::Table => {}
1940 }
1941 let id = ids.get(position).copied().unwrap_or(position);
1942 let table = &source.table;
1943 // **The k nearest, when the query asked exactly that.** Tried before the
1944 // b-tree paths because none of them apply: an index a module owns has no
1945 // key to seek and no range to walk, and the shape it answers - a distance
1946 // ordered ascending with a `LIMIT` - is one no other path can improve on.
1947 let forced = match &source.index_hint {
1948 crate::bind::IndexChoice::Only(wanted) => Some(wanted.as_slice()),
1949 _ => None,
1950 };
1951 if let Some(path) = vector_path(id, position, source, select) {
1952 // `INDEXED BY` a b-tree index rules the probe out like every other
1953 // path; `INDEXED BY` the probe's own index is the one way to keep it.
1954 let named = match &path {
1955 AccessPath::VectorProbe { index, .. } => table
1956 .indexes
1957 .iter()
1958 .find(|held| &held.name == index)
1959 .map(|held| held.folded.as_slice()),
1960 _ => None,
1961 };
1962 if forced.is_none() || forced == named {
1963 return path;
1964 }
1965 }
1966 if let Some(module) = table.module.clone() {
1967 return virtual_path(id, position, ids, source, select, module, terms, consumed);
1968 }
1969 if forced.is_some() {
1970 return forced_path(id, position, ids, source, select, terms, consumed, levers);
1971 }
1972 // Every candidate is built against a *copy* of the consumed list, because a
1973 // path that is not chosen must not leave its predicates marked as handled.
1974 // It did: when a scan beat an index range, the range's own comparison had
1975 // already been struck off the residual list and the scan then returned
1976 // every row of the table, silently.
1977 let mut candidates: Vec<(AccessPath, Vec<bool>)> = Vec::new();
1978 let mut trial = consumed.to_vec();
1979 if let Some(path) = rowid_path(id, position, ids, table, terms, &mut trial) {
1980 candidates.push((path, trial));
1981 }
1982 // **`NOT INDEXED` removes the index candidates and nothing else.** SQLite's
1983 // rule is that the clause prohibits every index on the table while leaving
1984 // the INTEGER PRIMARY KEY usable, which is why `rowid_path` above is
1985 // unconditional and this is the one candidate the hint takes away.
1986 //
1987 // `crates/inillucent-cli/src/diagnose.rs` is what this is for. Its integrity
1988 // digest reads every table `SELECT * FROM "t" NOT INDEXED`, and its comment
1989 // says that is what makes the digest a fact about the rows - which was not
1990 // true while the hint was dropped, because a corrupt index would then be
1991 // read in place of the table it was meant to be checked against.
1992 if source.index_hint != crate::bind::IndexChoice::NotIndexed {
1993 let mut trial = consumed.to_vec();
1994 let needed = select.columns_read(id);
1995 if let Some(path) = index_path(
1996 id, position, ids, source, terms, &mut trial, &needed, levers,
1997 ) {
1998 candidates.push((path, trial));
1999 }
2000 }
2001 candidates.push((
2002 AccessPath::TableScan { root: table.root },
2003 consumed.to_vec(),
2004 ));
2005
2006 // A scan beats a search that returns most of the table: an index that has
2007 // to fetch every row costs a second descent per row on top of the scan it
2008 // was meant to avoid. And a path that already produces the ORDER BY beats
2009 // one that does not by the whole cost of the sort it saves, which is how a
2010 // `LIMIT 50` over six hundred thousand rows becomes fifty rows read rather
2011 // than six hundred thousand read, sorted and thrown away.
2012 let sort = sort_penalty(select, position, source, levers);
2013 let mut best: Option<(f64, AccessPath, Vec<bool>)> = None;
2014 for (path, trial) in candidates {
2015 let (mut cost, _) = path_cost(source, &path);
2016 if !levers.has(Levers::ORDERED_WALK)
2017 || ordering_provided(select, id, table, &path).is_none()
2018 {
2019 cost += sort;
2020 }
2021 if best
2022 .as_ref()
2023 .is_none_or(|(existing, _, _)| cost < *existing - 1e-9)
2024 {
2025 best = Some((cost, path, trial));
2026 }
2027 }
2028 match best {
2029 Some((_, path, trial)) => {
2030 consumed.copy_from_slice(&trial);
2031 path
2032 }
2033 None => AccessPath::TableScan { root: table.root },
2034 }
2035}
2036
2037/// Returns what a sort would cost this term, or nothing when no path could
2038/// avoid one anyway.
2039///
2040/// Only the outermost term of a single-term statement can answer an `ORDER BY`
2041/// by walking: an inner loop restarts for every outer row, and the order it
2042/// produces inside one of those runs is not the order of the result. Charging
2043/// the sort anywhere else would tilt a plan towards an index for a saving it
2044/// would not make.
2045/// @param select - the bound statement
2046/// @param position - which visiting position this term is at
2047/// @param source - the term being priced
2048fn sort_penalty(
2049 select: &BoundSelect,
2050 position: usize,
2051 source: &BoundSource,
2052 levers: Levers,
2053) -> f64 {
2054 // A grouped or DISTINCT statement that streams over the walk answers its
2055 // ORDER BY the same way an ungrouped one does, so it is priced the same
2056 // way. Charging it the sort regardless would hide the saving that makes the
2057 // index path worth taking.
2058 let streams = levers.has(Levers::STREAMING_GROUP)
2059 && ((!select.group_by.is_empty() && !select.distinct)
2060 || (select.distinct && select.group_by.is_empty() && select.aggregates.is_empty()));
2061 let answerable = levers.has(Levers::ORDERED_WALK)
2062 && position == 0
2063 && select.sources.len() == 1
2064 && select.windows.is_empty()
2065 && select.compounds.is_empty()
2066 && !select.order_by.is_empty()
2067 && ((select.group_by.is_empty() && select.aggregates.is_empty() && !select.distinct)
2068 || streams);
2069 if !answerable {
2070 return 0.0;
2071 }
2072 cost::sort_cost(estimated_rows(&source.table))
2073}
2074
2075/// Builds the offer a virtual table's module will be shown.
2076///
2077/// Every predicate that compares one of this term's columns - or its rowid - to
2078/// something is offered, whether or not the value is available yet: a
2079/// constraint the loop order has put out of reach is offered as *not usable*,
2080/// which is what lets one answer serve every position the term could take.
2081fn virtual_path(
2082 id: usize,
2083 position: usize,
2084 ids: &[usize],
2085 source: &BoundSource,
2086 select: &BoundSelect,
2087 module: crate::vtab::ModuleRef,
2088 terms: &[BoundExpr],
2089 consumed: &mut [bool],
2090) -> AccessPath {
2091 let table = &source.table;
2092 let mut offer = Vec::new();
2093 for (index, term) in terms.iter().enumerate() {
2094 if consumed.get(index).copied().unwrap_or(false) {
2095 continue;
2096 }
2097 let Some((column, op, value)) = virtual_constraint(id, table, term) else {
2098 continue;
2099 };
2100 let usable = is_available(position, ids, &value);
2101 offer.push(VirtualConstraint {
2102 spec: crate::vtab::ConstraintSpec { column, op, usable },
2103 value,
2104 predicate: term.clone(),
2105 });
2106 // **Only a usable constraint is this term's to answer.** In `FROM
2107 // json_each(...) s, json_each(s.value) r`, `s` took `s.value = r.json`
2108 // as its own, which left `r` with no document and failed. SQLite offers
2109 // such a constraint as not usable and tests it at the later loop.
2110 if let Some(slot) = consumed.get_mut(index).filter(|_| usable) {
2111 *slot = true;
2112 }
2113 }
2114 let order_by = order_offer(id, position, select);
2115 AccessPath::VirtualScan {
2116 module,
2117 offer,
2118 order_by,
2119 chosen: None,
2120 }
2121}
2122
2123/// Returns the `ORDER BY` a module may be able to satisfy for itself.
2124///
2125/// Only the outermost loop is offered one. An inner loop restarts for every row
2126/// of the loops around it, so an ordering it produced would be an ordering
2127/// within each of those restarts - which is not the statement's ordering and
2128/// would let the sorter be skipped wrongly.
2129fn order_offer(id: usize, position: usize, select: &BoundSelect) -> Vec<crate::vtab::OrderSpec> {
2130 if position != 0 {
2131 return Vec::new();
2132 }
2133 let mut offer = Vec::new();
2134 for term in &select.order_by {
2135 let column = match &term.expr {
2136 BoundExpr::Column { source, column, .. } if *source == id => i32::from(*column),
2137 BoundExpr::Rowid { source } if *source == id => crate::vtab::ROWID_COLUMN,
2138 _ => return Vec::new(),
2139 };
2140 offer.push(crate::vtab::OrderSpec {
2141 column,
2142 descending: term.order == crate::ast::SortOrder::Descending,
2143 });
2144 }
2145 offer
2146}
2147
2148/// Splits a predicate into the conjunction the offer is built from.
2149pub fn conjunction(filter: &BoundExpr) -> Vec<BoundExpr> {
2150 let mut terms = Vec::new();
2151 split_conjunction(filter, &mut terms);
2152 terms
2153}
2154
2155/// Returns the column, operator and value when a term constrains this term.
2156fn virtual_constraint(
2157 id: usize,
2158 table: &TableInfo,
2159 term: &BoundExpr,
2160) -> Option<(i32, crate::vtab::ConstraintOp, BoundExpr)> {
2161 use crate::vtab::{ConstraintOp, ROWID_COLUMN};
2162 // `x MATCH 'y'`, `x LIKE 'y'`, `x GLOB 'y'` and `x REGEXP 'y'` are the
2163 // operators a module exists to give meaning to, so they are offered first.
2164 if let BoundExpr::Pattern {
2165 negated: false,
2166 op,
2167 operand,
2168 pattern,
2169 escape: None,
2170 } = term
2171 {
2172 if let BoundExpr::Column { source, column, .. } = operand.as_ref() {
2173 if *source == id {
2174 let op = match op {
2175 crate::ast::PatternOp::Match => ConstraintOp::Match,
2176 crate::ast::PatternOp::Like => ConstraintOp::Like,
2177 crate::ast::PatternOp::Glob => ConstraintOp::Glob,
2178 crate::ast::PatternOp::Regexp => ConstraintOp::Regexp,
2179 };
2180 return Some((i32::from(*column), op, pattern.as_ref().clone()));
2181 }
2182 }
2183 }
2184 if let Some((op, value)) = comparison_against_rowid(id, term) {
2185 return binary_constraint(op).map(|op| (ROWID_COLUMN, op, value));
2186 }
2187 for column in 0..table.columns.len() {
2188 let column = column as u16;
2189 if let Some((op, value)) = comparison_against_column(id, column, term) {
2190 return binary_constraint(op).map(|op| (i32::from(column), op, value));
2191 }
2192 }
2193 None
2194}
2195
2196/// Returns the constraint operator one comparison offers, if any.
2197fn binary_constraint(op: BinaryOp) -> Option<crate::vtab::ConstraintOp> {
2198 use crate::vtab::ConstraintOp;
2199 Some(match op {
2200 BinaryOp::Equal => ConstraintOp::Eq,
2201 BinaryOp::NotEqual => ConstraintOp::Ne,
2202 BinaryOp::Less => ConstraintOp::Lt,
2203 BinaryOp::LessEqual => ConstraintOp::Le,
2204 BinaryOp::Greater => ConstraintOp::Gt,
2205 BinaryOp::GreaterEqual => ConstraintOp::Ge,
2206 _ => return None,
2207 })
2208}
2209
2210/// Returns how an UPDATE or a DELETE should find the rows it touches, with some
2211/// optimizations switched off.
2212/// @param table - the table being written
2213/// @param source_id - the source the filter's columns are bound to
2214/// @param filter - the WHERE clause, when there is one
2215/// @param levers - which optimizations are on
2216pub fn write_path_with(
2217 table: &TableInfo,
2218 source_id: usize,
2219 filter: Option<&BoundExpr>,
2220 levers: Levers,
2221) -> AccessPath {
2222 if !levers.has(Levers::INDEXED_WRITE) {
2223 return AccessPath::TableScan { root: table.root };
2224 }
2225 let scan = AccessPath::TableScan { root: table.root };
2226 if table.module.is_some() || table.without_rowid {
2227 return scan;
2228 }
2229 let Some(filter) = filter else {
2230 return scan;
2231 };
2232 let mut terms = Vec::new();
2233 split_conjunction(filter, &mut terms);
2234 let ids = [source_id];
2235 let mut consumed = vec![false; terms.len()];
2236 if let Some(path) = rowid_path(source_id, 0, &ids, table, &terms, &mut consumed) {
2237 return path;
2238 }
2239 let source = BoundSource {
2240 index_hint: crate::bind::IndexChoice::Any,
2241 id: source_id,
2242 rows: SourceRows::Table,
2243 table: std::rc::Rc::new(table.clone()),
2244 alias: table.name.clone(),
2245 join: JoinKind::Inner,
2246 constraint: None,
2247 suppressed: Vec::new(),
2248 index_exprs: Vec::new(),
2249 };
2250 let mut consumed = vec![false; terms.len()];
2251 // A write reads the whole row it is about to change, so no index covers it.
2252 let needed = ColumnUse {
2253 opaque: true,
2254 ..ColumnUse::default()
2255 };
2256 let Some(path) = index_path(
2257 source_id,
2258 0,
2259 &ids,
2260 &source,
2261 &terms,
2262 &mut consumed,
2263 &needed,
2264 levers,
2265 ) else {
2266 return scan;
2267 };
2268 // The same crossover the read planner uses: an index that has to fetch most
2269 // of the table costs a second descent per row on top of the scan it was
2270 // meant to replace.
2271 let (index_cost, _) = path_cost(&source, &path);
2272 let (scan_cost, _) = path_cost(&source, &scan);
2273 if index_cost <= scan_cost {
2274 return path;
2275 }
2276 scan
2277}
2278
2279/// Returns a rowid equality or range path, when the predicates allow one.
2280fn rowid_path(
2281 id: usize,
2282 position: usize,
2283 ids: &[usize],
2284 table: &TableInfo,
2285 terms: &[BoundExpr],
2286 consumed: &mut [bool],
2287) -> Option<AccessPath> {
2288 if !table.has_rowid() {
2289 return None;
2290 }
2291 for (index, term) in terms.iter().enumerate() {
2292 if consumed.get(index).copied().unwrap_or(false) {
2293 continue;
2294 }
2295 let Some((op, value)) = comparison_against_rowid(id, term) else {
2296 continue;
2297 };
2298 if op != BinaryOp::Equal || !is_available(position, ids, &value) {
2299 continue;
2300 }
2301 if let Some(slot) = consumed.get_mut(index) {
2302 *slot = true;
2303 }
2304 return Some(AccessPath::RowidSeek {
2305 root: table.root,
2306 key: value,
2307 });
2308 }
2309 if let Some(path) = seek_union::rowid_in_list_path(id, position, ids, table, terms, consumed) {
2310 return Some(path);
2311 }
2312 // **A range is an outermost-term path only.** The physical pass drives an
2313 // inner term either by probing it per outer row or by reading it once into
2314 // a buffer, and neither of those is a walk between two bounds - so a range
2315 // chosen here for an inner term was refused downstream with "the physical
2316 // pass does not handle a rowid range as an inner join term yet", which is
2317 // what `SELECT x.id, y.id FROM t x JOIN t y ON y.a = x.a AND y.id > x.id`
2318 // hit. Not choosing it is better than refusing it: the bound stays
2319 // unconsumed, so it is tested as a residual over the pair and the self join
2320 // answers. The equality half above is unaffected, because a seek per outer
2321 // row *is* what an index nested loop does.
2322 if position != 0 {
2323 return None;
2324 }
2325 let mut low = None;
2326 let mut high = None;
2327 let mut used = Vec::new();
2328 for (index, term) in terms.iter().enumerate() {
2329 if consumed.get(index).copied().unwrap_or(false) {
2330 continue;
2331 }
2332 let Some((op, value)) = comparison_against_rowid(id, term) else {
2333 continue;
2334 };
2335 if !is_available(position, ids, &value) {
2336 continue;
2337 }
2338 match op {
2339 BinaryOp::Greater if low.is_none() => {
2340 low = Some(RangeBound {
2341 kind: BoundKind::Greater,
2342 value,
2343 unconverted: false,
2344 });
2345 used.push(index);
2346 }
2347 BinaryOp::GreaterEqual if low.is_none() => {
2348 low = Some(RangeBound {
2349 kind: BoundKind::GreaterEqual,
2350 value,
2351 unconverted: false,
2352 });
2353 used.push(index);
2354 }
2355 BinaryOp::Less if high.is_none() => {
2356 high = Some(RangeBound {
2357 kind: BoundKind::Less,
2358 value,
2359 unconverted: false,
2360 });
2361 used.push(index);
2362 }
2363 BinaryOp::LessEqual if high.is_none() => {
2364 high = Some(RangeBound {
2365 kind: BoundKind::LessEqual,
2366 value,
2367 unconverted: false,
2368 });
2369 used.push(index);
2370 }
2371 _ => {}
2372 }
2373 }
2374 if low.is_none() && high.is_none() {
2375 return None;
2376 }
2377 for index in used {
2378 if let Some(slot) = consumed.get_mut(index) {
2379 *slot = true;
2380 }
2381 }
2382 Some(AccessPath::RowidRange {
2383 root: table.root,
2384 low,
2385 high,
2386 })
2387}
2388
2389/// Returns an index path over an equality prefix, when one is usable.
2390fn index_path(
2391 id: usize,
2392 position: usize,
2393 ids: &[usize],
2394 source: &BoundSource,
2395 terms: &[BoundExpr],
2396 consumed: &mut [bool],
2397 needed: &ColumnUse,
2398 levers: Levers,
2399) -> Option<AccessPath> {
2400 let table = &source.table;
2401 let forced = match &source.index_hint {
2402 crate::bind::IndexChoice::Only(wanted) => Some(wanted.as_slice()),
2403 _ => None,
2404 };
2405 let context = CandidateContext {
2406 id,
2407 position,
2408 ids,
2409 table,
2410 terms,
2411 consumed,
2412 needed,
2413 levers,
2414 forced: forced.is_some(),
2415 };
2416 let mut best: Option<(f64, AccessPath, Vec<usize>)> = None;
2417 for (at, index) in table.indexes.iter().enumerate() {
2418 // An index a module owns is not a b-tree: it has no root to seek into
2419 // and no key order to walk. `vector_path` is the only path that can use
2420 // one, and it was tried before this.
2421 if index.origin == crate::catalog_view::IndexOrigin::Module {
2422 continue;
2423 }
2424 if forced.is_some_and(|wanted| wanted != index.folded.as_slice()) {
2425 continue;
2426 }
2427 // The expressions this index needs, when the binder could bind them.
2428 // `None` for every ordinary index, and for one whose schema text did
2429 // not bind - which leaves a partial index unusable and an expression
2430 // key unmatched, both the conservative answer.
2431 let computed = source.index_exprs.iter().find(|held| held.position == at);
2432 let usable = index_usable(source, at, index, terms);
2433 if !usable && index.partial_sql.is_some() {
2434 // **A partial index only holds the rows its predicate accepts.**
2435 // Using one over a query that does not imply the predicate would
2436 // lose rows - silently, and only the rows the predicate excludes -
2437 // so the index is skipped unless the implication is *proved*.
2438 //
2439 // The proof is SQLite's own, and it is deliberately the crudest one
2440 // that is sound: the predicate appears, unchanged, as a conjunct of
2441 // the statement's `WHERE`. `WHERE b > 5 AND a = 1` therefore uses an
2442 // index declared `WHERE b > 5`, and `WHERE b > 6` does not, even
2443 // though it implies it. A cleverer test would answer more queries
2444 // and would be a place for a wrong answer to live.
2445 continue;
2446 }
2447 // Three different candidates can come from the same index: the
2448 // ordinary equality-prefix-and-range seek, a union of equality seeks
2449 // when a disjunction is an `IN` list on the leading column, and a
2450 // union of range seeks when a disjunction is a keyset page's tuple
2451 // comparison. None of them rules another out - a statement can only
2452 // ever use one of them here, but which one is cheapest is a cost
2453 // question, so every one that matches is tried and the best kept.
2454 if let Some((path, used)) = index_candidate(&context, index, computed, usable) {
2455 consider_index_candidate(source, &mut best, path, used);
2456 }
2457 if let Some((path, used)) = seek_union::in_list_union_path(&context, index, usable) {
2458 consider_index_candidate(source, &mut best, path, used);
2459 }
2460 if let Some((path, used)) = seek_union::keyset_range_union_path(&context, index, usable) {
2461 consider_index_candidate(source, &mut best, path, used);
2462 }
2463 }
2464 let (_, path, used) = best?;
2465 for index in used {
2466 if let Some(slot) = consumed.get_mut(index) {
2467 *slot = true;
2468 }
2469 }
2470 Some(path)
2471}
2472
2473/// What every index candidate for one FROM term is chosen from.
2474///
2475/// **A type rather than ten arguments (task-1962, A9).** `index_candidate`,
2476/// [`seek_union::in_list_union_path`] and [`seek_union::keyset_range_union_path`]
2477/// each took the same ten, in the same order, and two of them carried
2478/// `#[allow(clippy::too_many_arguments)]` to say so. Ten positional arguments of
2479/// which three are slices of different things is a call nobody can read and a
2480/// call site nobody can check.
2481pub(crate) struct CandidateContext<'a> {
2482 /// The FROM term being planned.
2483 pub(crate) id: usize,
2484 /// Its position in the FROM list; zero drives the pipeline.
2485 pub(crate) position: usize,
2486 /// Every FROM term's id, so a correlated reference can be recognised.
2487 pub(crate) ids: &'a [usize],
2488 /// The table the term reads.
2489 pub(crate) table: &'a TableInfo,
2490 /// The statement's `WHERE` terms, bound.
2491 pub(crate) terms: &'a [BoundExpr],
2492 /// Which of those an earlier path has already consumed.
2493 pub(crate) consumed: &'a [bool],
2494 /// What the statement reads of this term, which decides covering.
2495 pub(crate) needed: &'a ColumnUse,
2496 /// The planner's tuning knobs.
2497 pub(crate) levers: Levers,
2498 /// The term was written `INDEXED BY`, so the one index left must produce a
2499 /// path even when nothing seeks it: a walk of every entry.
2500 pub(crate) forced: bool,
2501}
2502
2503/// Folds one more index candidate into whichever is cheapest so far.
2504///
2505/// The choice between candidates is a cost, not a count of consumed terms:
2506/// two candidates that each satisfy one equality consume the same number of
2507/// terms and can differ by orders of magnitude in how many rows they return -
2508/// and taking the first one found made a query constrained on both a
2509/// two-valued column and a four-hundred-valued one search the two-valued one.
2510/// A tie goes to the later candidate, which is what the reference does - it
2511/// keeps a candidate that is no worse than the one it holds, so the last
2512/// equal one wins, which matters because a query with no `ORDER BY` returns
2513/// rows in whatever order its path produces.
2514fn consider_index_candidate(
2515 source: &BoundSource,
2516 best: &mut Option<(f64, AccessPath, Vec<usize>)>,
2517 path: AccessPath,
2518 used: Vec<usize>,
2519) {
2520 let (cost, _) = path_cost(source, &path);
2521 let better = best
2522 .as_ref()
2523 .is_none_or(|(existing, _, _)| cost <= *existing + 1e-9);
2524 if better {
2525 *best = Some((cost, path, used));
2526 }
2527}
2528
2529/// Builds the best path over one index, or `None` if it cannot be used.
2530fn index_candidate(
2531 context: &CandidateContext<'_>,
2532 index: &IndexInfo,
2533 computed: Option<&crate::dml::BoundIndexExprs>,
2534 usable: bool,
2535) -> Option<(AccessPath, Vec<usize>)> {
2536 let CandidateContext {
2537 id,
2538 position,
2539 ids,
2540 table,
2541 terms,
2542 consumed,
2543 needed,
2544 levers,
2545 forced,
2546 } = *context;
2547 let mut equalities = Vec::new();
2548 let mut unconverted = Vec::new();
2549 let mut used = Vec::new();
2550 let mut collations = Vec::new();
2551 let mut descending = Vec::new();
2552 let mut columns: Vec<Option<u16>> = Vec::new();
2553 let mut key = 0usize;
2554 while let Some(key_column) = index.columns.get(key) {
2555 let collation = collation_of(&key_column.collation);
2556 let found = match key_column.plain_column() {
2557 Some(column) => {
2558 find_equality(id, position, ids, column, collation, terms, consumed, &used)
2559 .map(|(term_index, value)| (term_index, value, Some(column)))
2560 }
2561 // **A key the index computes.** `CREATE INDEX ix ON t(lower(a))`
2562 // answers `WHERE lower(a) = 'ab'` and nothing else: the entry holds
2563 // the expression's value, so the only predicate it can seek on is
2564 // one whose own side is that same expression. The comparison is
2565 // between *bound* expressions, which is why the binder puts them on
2566 // the FROM term - see `BoundSource::index_exprs`.
2567 None => computed
2568 .and_then(|held| held.keys.get(key).cloned().flatten())
2569 .and_then(|wanted| {
2570 find_expr_equality(position, ids, &wanted, collation, terms, consumed, &used)
2571 })
2572 .map(|(term_index, value)| (term_index, value, None)),
2573 };
2574 let Some((term_index, value, column)) = found else {
2575 break;
2576 };
2577 if terms.get(term_index).is_some_and(compares_unconverted) {
2578 unconverted.push(equalities.len());
2579 }
2580 equalities.push(value);
2581 used.push(term_index);
2582 collations.push(collation);
2583 descending.push(key_column.descending);
2584 columns.push(column);
2585 key = key.saturating_add(1);
2586 }
2587 // **A range is an outermost-term path only**, the rule `rowid_path` and
2588 // `seek_union` already follow and this candidate did not. The physical
2589 // pass refuses an inner index seek with a bound, so
2590 // `SELECT count(*) FROM s CROSS JOIN h WHERE h.b > 595` was refused with
2591 // exit code 3 on the release build, with no hint anywhere (task-2078).
2592 // Left unconsumed, the bound is a residual over the pair, which answers.
2593 let range = match index.columns.get(key) {
2594 Some(key_column) if position == 0 => range::key_range(context, key_column, &mut used),
2595 _ => None,
2596 };
2597 let (low, high) = match range {
2598 Some(found) => {
2599 collations.push(found.collation);
2600 descending.push(found.descending);
2601 columns.push(Some(found.column));
2602 (found.low, found.high)
2603 }
2604 None => (None, None),
2605 };
2606 let covering = levers
2607 .has(Levers::COVERING_INDEX)
2608 .then(|| covering_slots(table, index, needed, usable))
2609 .flatten();
2610 // **A partial index whose predicate the query implies is worth walking whole.**
2611 // It holds only the rows its predicate accepted, so reading
2612 // every entry of it reads exactly the rows the query asked for - even with
2613 // nothing to seek to and even when a lookup per entry is needed, which is
2614 // the case a covering test cannot see.
2615 //
2616 // `CREATE INDEX document_pending_idx ON document (indexed_at) WHERE
2617 // indexed_at IS NULL` over `SELECT id FROM document WHERE indexed_at IS
2618 // NULL` is the shape: 120 of 6,000 documents, and `id` is not in the index,
2619 // so the covering test said no and the whole candidate was dropped. The
2620 // plan was `SCAN document`, over a table whose rows carry nine kilobytes of
2621 // body each, and the equivalent query on the real corpus was thousands of
2622 // times slower than the same question asked of PostgreSQL.
2623 //
2624 // It is offered rather than taken: `path_cost` compares it against the scan
2625 // with the index's own entry count, which `ANALYZE` now writes for a partial
2626 // index instead of the table's.
2627 let partial_walk = usable && index.partial_sql.is_some();
2628 if equalities.is_empty()
2629 && low.is_none()
2630 && high.is_none()
2631 && covering.is_none()
2632 && !partial_walk
2633 && !(forced && usable)
2634 {
2635 // Nothing to seek to and nothing to save by reading the entries: this
2636 // index has no part in answering the query.
2637 return None;
2638 }
2639 Some((
2640 AccessPath::IndexSeek {
2641 table_root: table.root,
2642 index_root: index.root,
2643 index_name: index.name.clone(),
2644 equalities,
2645 unconverted,
2646 low,
2647 high,
2648 collations,
2649 descending,
2650 columns,
2651 without_rowid: table.without_rowid,
2652 key_entry_slots: if table.without_rowid && index.root != table.root {
2653 let leading = index.columns.len();
2654 (0..table.primary_key().len())
2655 .map(|offset| leading.saturating_add(offset))
2656 .collect()
2657 } else {
2658 Vec::new()
2659 },
2660 covering,
2661 },
2662 used,
2663 ))
2664}
2665
2666/// The entry slot that stands for the row's own key rather than a field.
2667///
2668/// An index entry over a rowid table ends with the rowid, and the machine reads
2669/// it with `IdxRowid` rather than out of the entry's record - so a column that
2670/// *is* the rowid needs a marker rather than a slot number. It is the largest
2671/// `usize` because no entry can have that many fields, and because a number
2672/// that could also be a real slot would be a silent misread.
2673pub const ROWID_ENTRY_SLOT: usize = usize::MAX;
2674
2675/// Returns where each column the query reads sits in one index's entries.
2676///
2677/// `None` when the index does not hold them all, which is the ordinary case and
2678/// is why a covering path is worth naming when it happens. A `WITHOUT ROWID`
2679/// table is excluded: its rows *are* index entries, so the question is already
2680/// answered by whether the seek is on the table's own key, and mixing the two
2681/// would be two answers to one question.
2682/// @param table - the table being read
2683/// @param index - the index being considered
2684/// @param needed - what the query reads from this term
2685fn covering_slots(
2686 table: &TableInfo,
2687 index: &IndexInfo,
2688 needed: &ColumnUse,
2689 usable: bool,
2690) -> Option<Vec<(u16, usize)>> {
2691 if needed.opaque || table.without_rowid || !usable {
2692 return None;
2693 }
2694 let mut slots = Vec::with_capacity(needed.columns.len());
2695 for slot in &needed.columns {
2696 // The rowid alias is a column of the table and the *rowid* of the
2697 // entry, so it is covered whatever the index holds - but it is read
2698 // with `IdxRowid` rather than out of the entry's record, so it is not
2699 // in the list.
2700 if table.rowid_alias == Some(*slot) {
2701 slots.push((*slot, ROWID_ENTRY_SLOT));
2702 continue;
2703 }
2704 let position = index
2705 .columns
2706 .iter()
2707 .position(|key| key.plain_column() == Some(*slot))?;
2708 slots.push((*slot, position));
2709 }
2710 Some(slots)
2711}
2712
2713/// Finds an equality predicate on one column with a matching collation.
2714fn find_equality(
2715 id: usize,
2716 position: usize,
2717 ids: &[usize],
2718 column: u16,
2719 collation: Collation,
2720 terms: &[BoundExpr],
2721 consumed: &[bool],
2722 used: &[usize],
2723) -> Option<(usize, BoundExpr)> {
2724 for (index, term) in terms.iter().enumerate() {
2725 if consumed.get(index).copied().unwrap_or(false) || used.contains(&index) {
2726 continue;
2727 }
2728 let Some((op, value)) = indexable_comparison(id, column, term) else {
2729 continue;
2730 };
2731 if op != BinaryOp::Equal || !is_available(position, ids, &value) {
2732 continue;
2733 }
2734 if comparison_collation(term) != collation {
2735 continue;
2736 }
2737 return Some((index, value));
2738 }
2739 None
2740}
2741
2742/// Finds an equality against an expression the index computes.
2743///
2744/// The mirror of [`find_equality`] for a key that is not a column: the term has
2745/// to compare the index's own key expression against something the join has
2746/// already produced, under the collation the key is ordered by.
2747///
2748/// @param position - the FROM term's position among the ones already joined
2749/// @param ids - the FROM terms joined so far
2750/// @param wanted - the index's bound key expression
2751/// @param collation - the collation the key is ordered under
2752/// @param terms - the statement's `WHERE` conjuncts
2753/// @param consumed - which terms an earlier stage already used
2754/// @param used - which terms this candidate has already used
2755fn find_expr_equality(
2756 position: usize,
2757 ids: &[usize],
2758 wanted: &BoundExpr,
2759 collation: Collation,
2760 terms: &[BoundExpr],
2761 consumed: &[bool],
2762 used: &[usize],
2763) -> Option<(usize, BoundExpr)> {
2764 for (index, term) in terms.iter().enumerate() {
2765 if consumed.get(index).copied().unwrap_or(false) || used.contains(&index) {
2766 continue;
2767 }
2768 let BoundExpr::Compare {
2769 op, left, right, ..
2770 } = term
2771 else {
2772 continue;
2773 };
2774 if *op != BinaryOp::Equal || comparison_collation(term) != collation {
2775 continue;
2776 }
2777 let value = if left.as_ref() == wanted {
2778 right.as_ref().clone()
2779 } else if right.as_ref() == wanted {
2780 left.as_ref().clone()
2781 } else {
2782 continue;
2783 };
2784 if !is_available(position, ids, &value) {
2785 continue;
2786 }
2787 return Some((index, value));
2788 }
2789 None
2790}
2791
2792/// Returns whether a value can be computed before entering a loop level.
2793///
2794/// A seek key may only read terms *outside* the loop it drives. Reading the
2795/// term's own columns would be circular, and reading an inner term's columns
2796/// would read a cursor that has not been positioned yet.
2797fn is_available(position: usize, ids: &[usize], value: &BoundExpr) -> bool {
2798 let mut used = Vec::new();
2799 value.sources_used(&mut used);
2800 used.iter().all(|source| {
2801 // A term this block does not own belongs to an enclosing one, whose
2802 // cursor is positioned before this block runs at all - so it is
2803 // available at every level, including the first.
2804 ids.iter()
2805 .position(|id| id == source)
2806 .is_none_or(|level| level < position)
2807 })
2808}
2809
2810#[cfg(test)]
2811mod tests {
2812 use super::*;
2813 use crate::bind::BoundExpr;
2814
2815 /// A conjunction splits into its terms; a disjunction does not, because a
2816 /// term of an OR is not true of every row the OR accepts.
2817 #[test]
2818 fn only_conjunctions_split() {
2819 let expr = BoundExpr::And(
2820 Box::new(BoundExpr::Integer(1)),
2821 Box::new(BoundExpr::Or(
2822 Box::new(BoundExpr::Integer(2)),
2823 Box::new(BoundExpr::Integer(3)),
2824 )),
2825 );
2826 let mut terms = Vec::new();
2827 split_conjunction(&expr, &mut terms);
2828 assert_eq!(terms.len(), 2);
2829 assert!(matches!(terms.get(1), Some(BoundExpr::Or(_, _))));
2830 }
2831
2832 /// A seek key may read only terms outside its own loop.
2833 #[test]
2834 fn a_seek_key_may_only_read_outer_terms() {
2835 let outer = BoundExpr::Column {
2836 source: 0,
2837 column: 0,
2838 slot: 0,
2839 affinity: inillucent_value::Affinity::Integer,
2840 collation: Collation::Binary,
2841 };
2842 let ids = [0usize, 1usize];
2843 assert!(is_available(1, &ids, &outer));
2844 assert!(!is_available(0, &ids, &outer));
2845 assert!(is_available(0, &ids, &BoundExpr::Integer(5)));
2846 // A term the block does not own belongs to an enclosing block, whose
2847 // cursor is already positioned, so it is available at every level.
2848 assert!(is_available(0, &[7usize], &outer));
2849 }
2850}