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