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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 pushdown;
27mod range;
28mod terms;
29pub use hint::unanswerable_index_hint;
30use hint::{forced_path, index_usable, outer_terms, statement_terms};
31use partial::implies;
32use terms::{
33    collation_of, compares_unconverted, comparison_against_rowid, comparison_collation,
34    constant_in_list, indexable_comparison, virtual_constraint,
35};
36mod seek_union;
37
38/// A comparison an access path can enforce.
39#[derive(Clone, Copy, Debug, PartialEq, Eq)]
40pub enum BoundKind {
41    /// `>=`
42    GreaterEqual,
43    /// `>`
44    Greater,
45    /// `<=`
46    LessEqual,
47    /// `<`
48    Less,
49}
50
51/// One end of a scan range.
52#[derive(Clone, Debug, PartialEq)]
53pub struct RangeBound {
54    /// Which comparison the bound enforces.
55    pub kind: BoundKind,
56    /// The value to compare against.
57    pub value: BoundExpr,
58    /// Whether the seek compares `value` without converting it to the
59    /// column's affinity. See [`AccessPath::IndexSeek`]'s `unconverted`.
60    pub unconverted: bool,
61}
62
63/// One seek over an index, as a branch of an [`AccessPath::IndexSeekUnion`].
64#[derive(Clone, Debug, PartialEq)]
65pub struct IndexSeekBranch {
66    /// The equality prefix this branch pins, one value per leading index
67    /// column.
68    pub equalities: Vec<BoundExpr>,
69    /// The positions in `equalities` whose value is compared unconverted.
70    /// See [`AccessPath::IndexSeek`]'s `unconverted`.
71    pub unconverted: Vec<usize>,
72    /// The lower bound on the column after the prefix, when there is one.
73    pub low: Option<RangeBound>,
74    /// The upper bound on that same column.
75    pub high: Option<RangeBound>,
76}
77
78/// How one FROM term's rows are produced.
79#[derive(Clone, Debug, PartialEq)]
80pub enum AccessPath {
81    /// Every row of the table, in rowid order.
82    TableScan {
83        /// The table B-tree's root page.
84        root: u32,
85    },
86    /// One row, found by rowid.
87    RowidSeek {
88        /// The table B-tree's root page.
89        root: u32,
90        /// The rowid to look up.
91        key: BoundExpr,
92    },
93    /// A contiguous run of rows, by rowid.
94    RowidRange {
95        /// The table B-tree's root page.
96        root: u32,
97        /// The lower bound, when there is one.
98        low: Option<RangeBound>,
99        /// The upper bound, when there is one.
100        high: Option<RangeBound>,
101    },
102    /// Rows found through an index, then fetched from the table.
103    IndexSeek {
104        /// The table B-tree's root page.
105        table_root: u32,
106        /// The index B-tree's root page.
107        index_root: u32,
108        /// The index's name, for the plan description.
109        index_name: Vec<u8>,
110        /// The equality prefix, one value per leading index column.
111        equalities: Vec<BoundExpr>,
112        /// The positions in `equalities` whose value the seek compares without
113        /// converting it to the column's affinity.
114        ///
115        /// **The comparison decides this, and only the planner sees the
116        /// comparison (task-2083).** A seek converts the probe value to the
117        /// indexed column's affinity, except when both sides of the `=` have
118        /// an affinity and neither is numeric: then `WHERE` converts nothing
119        /// and neither may the seek. That is SQLite's `codeAllEqualityTerms`.
120        /// The executor used to decide it from the probe expression alone,
121        /// and a correlated subquery replaces the outer column with a
122        /// parameter before planning. The parameter has no affinity, so
123        /// `(SELECT id FROM h WHERE h.a = s.k)` with `h.a TEXT` and `s.k`
124        /// untyped converted the number 3 to `'3'` and found a row SQLite
125        /// does not.
126        ///
127        /// A list of positions rather than a flag per equality because it is
128        /// almost always empty, and an empty `Vec` does not allocate. A flag per
129        /// equality cost two allocations to compile `WHERE email = ?1`, which
130        /// `inillucent::budget` counts.
131        unconverted: Vec<usize>,
132        /// A range on the column after the equality prefix.
133        low: Option<RangeBound>,
134        /// The upper end of that range.
135        high: Option<RangeBound>,
136        /// The collation of each index column used, in order.
137        collations: Vec<Collation>,
138        /// Whether the index columns used are stored descending.
139        descending: Vec<bool>,
140        /// Which table column each index column holds.
141        ///
142        /// `None` for a key the index *computes*: an index on `lower(a)` holds
143        /// a value no column of the table carries, and the probe value takes no
144        /// column affinity because there is no column to take it from - which
145        /// is SQLite's rule and the reason this is an `Option` rather than a
146        /// position that would have to be invented.
147        columns: Vec<Option<u16>>,
148        /// Whether the table has no rowid, so the index key holds the key.
149        without_rowid: bool,
150        /// Where in each entry the row's primary key sits, for a `WITHOUT
151        /// ROWID` table read through a *secondary* index.
152        ///
153        /// Such an entry ends with the primary key where a rowid table's would
154        /// end with a rowid, and that is how the row is then found. Empty for a
155        /// rowid table, and empty when the index is the table's own key - then
156        /// the entry the seek landed on already is the row.
157        key_entry_slots: Vec<usize>,
158        /// Where in the index entry every column the query reads sits, when the
159        /// index holds all of them.
160        ///
161        /// An index entry is the indexed columns followed by the row's key, so
162        /// a query that reads only those columns never has to go to the table
163        /// at all - which halves the descents and, on a range, is the whole
164        /// difference between a search and a scan. `None` means the query needs
165        /// something the entry does not carry, and the row is fetched.
166        ///
167        /// The pairs are `(record slot in the table, slot in the index entry)`.
168        /// The rowid is not in the list: it is always the entry's last field
169        /// for a rowid table, and the compiler reads it with `IdxRowid`.
170        covering: Option<Vec<(u16, usize)>>,
171    },
172    /// One row per key, found by rowid - several of
173    /// [`RowidSeek`](Self::RowidSeek), concatenated.
174    ///
175    /// What `WHERE rowid IN (a, b, c)` plans to on a rowid table: every branch
176    /// is the same one-row lookup `RowidSeek` uses alone, so the union is
177    /// nothing more than that lookup run once per key. A rowid is unique by
178    /// construction, so the only way two branches can name the same row is a
179    /// repeated key - a literal list is de-duplicated once, here, at plan
180    /// time; a key that is not a literal (a parameter, a correlated column)
181    /// cannot be compared this way, so the executor still checks each key
182    /// against the ones already probed before it seeks.
183    RowidSeekUnion {
184        /// The table B-tree's root page.
185        root: u32,
186        /// The keys to look up, in the order they are probed.
187        keys: Vec<BoundExpr>,
188    },
189    /// Rows found through one index - several seeks over the same tree,
190    /// concatenated.
191    ///
192    /// The branches are what a disjunction's terms become once each is
193    /// individually seekable: `x IN (a, b, c)` is every branch a bare
194    /// equality on the same column, and a keyset page's
195    /// `(a=? AND b>?) OR a>?` is two branches over the same composite index,
196    /// one an equality followed by a range and the other a range alone. The
197    /// fields outside `branches` describe the one index and table every
198    /// branch reads, because those never vary between branches - only the
199    /// equality prefix and the range do, which is exactly what a term of a
200    /// disjunction can differ in.
201    IndexSeekUnion {
202        /// The table B-tree's root page.
203        table_root: u32,
204        /// The index B-tree's root page.
205        index_root: u32,
206        /// The index's name, for the plan description.
207        index_name: Vec<u8>,
208        /// One seek per branch, in the order they run.
209        branches: Vec<IndexSeekBranch>,
210        /// The collation of each index column a branch can reach, in order.
211        ///
212        /// Sized to the deepest branch - the one whose equality prefix and
213        /// range together reach furthest into the index - because a
214        /// shallower branch simply does not read the columns past its own
215        /// depth.
216        collations: Vec<Collation>,
217        /// Whether each of those columns is stored descending.
218        descending: Vec<bool>,
219        /// Which table column each of those index columns holds.
220        columns: Vec<Option<u16>>,
221        /// Whether the table has no rowid, so the index key holds the key.
222        without_rowid: bool,
223        /// Where in each entry the row's primary key sits, for a `WITHOUT
224        /// ROWID` table read through a *secondary* index. Empty for a rowid
225        /// table, and empty when the index is the table's own key.
226        key_entry_slots: Vec<usize>,
227        /// Where in the index entry every column the query reads sits, when
228        /// the index holds all of them.
229        covering: Option<Vec<(u16, usize)>>,
230        /// Whether a row this union finds can also be found by a different
231        /// branch, and so has to be checked against the rows already
232        /// emitted before it is.
233        ///
234        /// `false` only when the branches are proven disjoint by
235        /// construction - the keyset-range shape, where each branch's
236        /// equality prefix pins a value no other branch's range can reach -
237        /// which is what lets that shape stream straight through a `LIMIT`
238        /// with nothing held back to be deduplicated. An `IN` list is always
239        /// `true`: a non-literal value (a parameter, a correlated column)
240        /// cannot be proven distinct from another at plan time, so the
241        /// executor has to check.
242        dedup: bool,
243    },
244    /// Rows produced by a nested query, materialised and then scanned.
245    Subquery {
246        /// The plan that fills the store.
247        plan: Box<PhysicalPlan>,
248        /// How many columns a materialised row holds.
249        width: usize,
250        /// Whether the nested block reads a FROM term outside itself, and so
251        /// has to be rebuilt for every row of the query that encloses it.
252        correlated: bool,
253    },
254    /// Rows produced by a recursive CTE, filled by walking its own queue.
255    Recursive {
256        /// The arms that do not reference the CTE, in order.
257        seeds: Vec<(CompoundOp, PhysicalPlan)>,
258        /// The arms that do.
259        steps: Vec<(CompoundOp, PhysicalPlan)>,
260        /// How many columns a row holds.
261        width: usize,
262    },
263    /// The one row of a recursive CTE's queue the fill loop is on.
264    RecursiveSelf {
265        /// The FROM term whose store holds the queue.
266        cte: usize,
267    },
268    /// The k nearest vectors, from an index a module owns.
269    ///
270    /// **A `TopN` over a distance is a different question from a scan.** The
271    /// rows are chosen by the index rather than filtered out of a walk, so the
272    /// path carries the probe and the depth rather than a range: the module is
273    /// asked for `k` candidates and the plan's own `ORDER BY` then rescores
274    /// them exactly, over an `ORDER BY` function matching the index's metric.
275    VectorProbe {
276        /// The table's root page, whose rows the candidates name.
277        root: u32,
278        /// The store holding the vectors, by the name the index was created
279        /// with.
280        index: Vec<u8>,
281        /// The vector to measure against, which reads no column of this query.
282        probe: Box<BoundExpr>,
283        /// How many candidates to ask the index for.
284        depth: usize,
285    },
286    /// Rows produced by a virtual table's module.
287    VirtualScan {
288        /// The module and the arguments its `CREATE` gave it.
289        module: crate::vtab::ModuleRef,
290        /// The constraints offered to `best_index`, in the order the module
291        /// will see them.
292        offer: Vec<VirtualConstraint>,
293        /// The ordering offered to `best_index`.
294        order_by: Vec<crate::vtab::OrderSpec>,
295        /// What the module answered, once it has been asked.
296        ///
297        /// It is `None` while the plan is still the planner's, and filled in by
298        /// a pass that runs before compilation. Keeping the two apart is what
299        /// lets the planner stay a pure function of the SQL and one catalog
300        /// generation while the program still carries a real plan.
301        chosen: Option<VirtualChoice>,
302    },
303}
304
305/// What a module answered when it was shown the offer.
306#[derive(Clone, Debug, PartialEq)]
307pub struct VirtualChoice {
308    /// The plan number, passed back to the module's `filter`.
309    pub index_number: i32,
310    /// The plan string, passed back to the module's `filter`.
311    pub index_string: String,
312    /// The offer positions whose values feed `filter`, in argument order.
313    pub arguments: Vec<usize>,
314    /// The offer positions the engine must still test for itself.
315    ///
316    /// Everything the module did not take, and everything it took without
317    /// promising to apply. A module that says `omit` is promising; anything
318    /// else and the predicate is tested twice, which is the safe direction.
319    pub recheck: Vec<usize>,
320    /// Whether the module will produce the requested order by itself.
321    pub ordered: bool,
322}
323
324/// One predicate offered to a module, with what it was made of.
325///
326/// The predicate is kept whole beside the constraint because the compiler may
327/// have to test it after all: a module that used the constraint without
328/// promising to apply it leaves the engine responsible for the answer.
329#[derive(Clone, Debug, PartialEq)]
330pub struct VirtualConstraint {
331    /// The constraint as the module is shown it.
332    pub spec: crate::vtab::ConstraintSpec,
333    /// The value on the other side, which becomes an argument to `filter`.
334    pub value: BoundExpr,
335    /// The whole predicate, for the compiler to re-test when it must.
336    pub predicate: BoundExpr,
337    /// The values of `column IN (a, b, c)`, when that is what this constraint
338    /// came from, and empty otherwise.
339    ///
340    /// **An `IN` list is offered as `=`, and the engine runs the module's
341    /// `filter` once for each distinct value**, which is what SQLite does for a
342    /// virtual table. Before it was offered at all, `DELETE FROM docs WHERE rowid
343    /// IN (...)` on an `inillucent_search` table read every row of the table and
344    /// tested each one against the whole list: 4.94 s to delete 2,000 rows of
345    /// 120,000, where deleting them one statement at a time took a fraction of a
346    /// second. `value` holds the first item, so a module asked about the
347    /// constraint sees an ordinary `=`. The term stays among the statement's own
348    /// filters, so a module that ignores the constraint, or one the engine cannot
349    /// drive this way, still returns the right rows.
350    pub in_list: Vec<BoundExpr>,
351}
352
353impl AccessPath {
354    /// Returns a one-line description, which is what `EXPLAIN QUERY PLAN`
355    /// renders and what a performance test asserts on.
356    pub fn describe(&self, table: &str) -> String {
357        self.describe_over(table, None)
358    }
359
360    /// Returns the same line, naming the columns an index seek compares.
361    ///
362    /// **`(a=?)` rather than `(?=?)`.** The reference names the key column, and
363    /// it is the one part of the line a reader uses to tell "this index" from
364    /// "the other index on the same table". The declaration is passed in
365    /// because an access path carries the index's *name* and not its columns -
366    /// which is the right thing for a plan to carry, and the wrong thing to
367    /// render a description from.
368    ///
369    /// @param table - the name the query calls the term
370    /// @param info - the table's declaration, when the caller has it
371    pub fn describe_over(&self, table: &str, info: Option<&TableInfo>) -> String {
372        match self {
373            AccessPath::TableScan { .. } => format!("SCAN {table}"),
374            AccessPath::RowidSeek { .. } => {
375                format!("SEARCH {table} USING INTEGER PRIMARY KEY (rowid=?)")
376            }
377            AccessPath::RowidRange { .. } => {
378                format!("SEARCH {table} USING INTEGER PRIMARY KEY (rowid>?)")
379            }
380            // Every branch is the same one-row lookup, so one line describes
381            // all of them - which is also how a plain equality reads, and an
382            // `IN` list is nothing else once it has been turned into this.
383            AccessPath::RowidSeekUnion { .. } => {
384                format!("SEARCH {table} USING INTEGER PRIMARY KEY (rowid=?)")
385            }
386            AccessPath::Recursive { .. } => format!("SCAN {table} USING RECURSIVE QUEUE"),
387            AccessPath::RecursiveSelf { .. } => format!("SCAN {table}"),
388            AccessPath::VectorProbe { index, depth, .. } => format!(
389                "SEARCH {table} USING VECTOR INDEX {} (k={depth})",
390                String::from_utf8_lossy(index)
391            ),
392            AccessPath::VirtualScan { .. } => format!("SCAN {table} VIRTUAL TABLE INDEX"),
393            AccessPath::Subquery { correlated, .. } => {
394                if *correlated {
395                    format!("CORRELATED SCALAR SUBQUERY {table}")
396                } else {
397                    format!("SCAN {table}")
398                }
399            }
400            AccessPath::IndexSeek {
401                index_name,
402                equalities,
403                low,
404                high,
405                covering,
406                ..
407            } => {
408                let kind = if covering.is_some() {
409                    "COVERING INDEX"
410                } else {
411                    "INDEX"
412                };
413                // A walk with nothing to seek used to be covering by
414                // construction, so this line said so unconditionally. A
415                // partial index and an `INDEXED BY` are walked whole while a
416                // lookup per entry fetches the row, and SQLite says `USING
417                // INDEX` for that: `SELECT * FROM h INDEXED BY h_a` is
418                // `SCAN h USING INDEX h_a` in the pinned 3.53.4 shell.
419                if equalities.is_empty() && low.is_none() && high.is_none() {
420                    return format!(
421                        "SCAN {table} USING {kind} {}",
422                        String::from_utf8_lossy(index_name)
423                    );
424                }
425                let detail = index_seek_detail(
426                    index_name,
427                    info,
428                    equalities.len(),
429                    low.is_some() || high.is_some(),
430                );
431                format!(
432                    "SEARCH {table} USING {kind} {} ({detail})",
433                    String::from_utf8_lossy(index_name)
434                )
435            }
436            AccessPath::IndexSeekUnion {
437                index_name,
438                branches,
439                covering,
440                ..
441            } => {
442                let kind = if covering.is_some() {
443                    "COVERING INDEX"
444                } else {
445                    "INDEX"
446                };
447                // A branch with the same shape as one already rendered - the
448                // same equality-prefix depth and the same presence of a range
449                // - reads identically, so an `IN` list (every branch the same
450                // bare equality) collapses to the one line a plain equality
451                // would render. A genuine disjunction of differently shaped
452                // branches - the keyset-range case - gets one line per shape,
453                // in the order the branches run.
454                let mut lines: Vec<String> = Vec::new();
455                for branch in branches {
456                    let detail = index_seek_detail(
457                        index_name,
458                        info,
459                        branch.equalities.len(),
460                        branch.low.is_some() || branch.high.is_some(),
461                    );
462                    let line = format!(
463                        "SEARCH {table} USING {kind} {} ({detail})",
464                        String::from_utf8_lossy(index_name)
465                    );
466                    if !lines.contains(&line) {
467                        lines.push(line);
468                    }
469                }
470                lines.join(" OR ")
471            }
472        }
473    }
474}
475
476/// Returns the `(col=? AND col>?)` detail an index seek's description ends
477/// with, given how many leading columns of its equality prefix it pins and
478/// whether it also carries a range on the column after it.
479///
480/// Shared between [`AccessPath::IndexSeek`] and each branch of an
481/// [`AccessPath::IndexSeekUnion`], which differ only in how many branches
482/// there are - the naming of one branch's columns is exactly what a plain
483/// seek already does.
484fn index_seek_detail(
485    index_name: &[u8],
486    info: Option<&TableInfo>,
487    equalities: usize,
488    ranged: bool,
489) -> String {
490    let keyed = info.and_then(|held| {
491        held.indexes
492            .iter()
493            .find(|candidate| candidate.name == index_name)
494    });
495    let named = |position: usize| -> String {
496        keyed
497            .and_then(|index| index.columns.get(position))
498            .and_then(|key| key.column)
499            .and_then(|at| info.and_then(|held| held.column(at)))
500            .map(|column| String::from_utf8_lossy(&column.name).into_owned())
501            .unwrap_or_else(|| "?".to_string())
502    };
503    let mut detail = String::new();
504    for index in 0..equalities {
505        if index > 0 {
506            detail.push_str(" AND ");
507        }
508        detail.push_str(&format!("{}=?", named(index)));
509    }
510    if ranged {
511        if !detail.is_empty() {
512            detail.push_str(" AND ");
513        }
514        detail.push_str(&format!("{}>?", named(equalities)));
515    }
516    detail
517}
518
519/// One FROM term with the path chosen for it.
520#[derive(Clone, Debug, PartialEq)]
521pub struct PlannedSource {
522    /// What the planner estimated this term's path would cost.
523    ///
524    /// It is kept so that a test can assert on the *reason* a plan was chosen
525    /// rather than only on the plan, which is the difference between catching a
526    /// cost-model regression and catching it two releases later.
527    pub cost: f64,
528    /// How many rows the path is estimated to produce.
529    pub rows: f64,
530    /// The statement-wide number every bound expression refers to it by.
531    pub id: usize,
532    /// The table.
533    pub table: TableInfo,
534    /// The name the query calls it.
535    pub alias: Vec<u8>,
536    /// How its rows are produced.
537    pub path: AccessPath,
538    /// The join that attached it to the term before it.
539    pub join: JoinKind,
540    /// The `ON` condition, when the join is an outer one.
541    ///
542    /// An inner join's condition is an ordinary predicate and is distributed
543    /// with the rest; an outer join's is not, because a row that fails it is
544    /// still emitted, null-extended. Keeping it here rather than in the
545    /// residual list is what stops the two being confused.
546    pub on: Option<BoundExpr>,
547    /// Whether the path this term is read by enforces the whole `ON` condition.
548    ///
549    /// **What decides whether an outer join can be an index nested loop.**
550    /// That operator probes the inner tree by a key and
551    /// null-extends when the probe finds nothing; it has nowhere to test a
552    /// condition the key did not capture, so it may only be used when there is
553    /// nothing left to test. When the key is the whole condition - which
554    /// `ON b.k = a.k` over an index on `b(k)` is - the probe's answer and the
555    /// condition's answer are the same answer.
556    ///
557    /// False for every inner join, where the condition is distributed into the
558    /// statement's terms and re-tested as a residual, and false for an outer
559    /// join whose condition says more than its key does.
560    pub on_enforced: bool,
561}
562
563/// How the rows are grouped and aggregated.
564#[derive(Clone, Copy, Debug, PartialEq, Eq)]
565pub enum AggregationMode {
566    /// No aggregation at all.
567    None,
568    /// One group for the whole input, which produces exactly one row.
569    Whole,
570    /// One group per distinct `GROUP BY` key, produced by sorting first.
571    Grouped,
572}
573
574/// A physical plan for a read-only statement.
575#[derive(Clone, Debug, PartialEq)]
576pub struct PhysicalPlan {
577    /// The FROM terms, in the order the nested loops visit them.
578    pub sources: Vec<PlannedSource>,
579    /// The predicates the loops must still evaluate, one per nesting level.
580    ///
581    /// A predicate is attached to the innermost term it reads, so it is tested
582    /// as soon as it can be rather than after every loop has been entered.
583    pub residuals: Vec<Option<BoundExpr>>,
584    /// A predicate over no columns at all, tested once before the loops.
585    pub constant_filter: Option<BoundExpr>,
586    /// The bound statement the plan came from.
587    pub select: BoundSelect,
588    /// How the rows are aggregated.
589    pub aggregation: AggregationMode,
590    /// Whether the results have to pass through a sorter.
591    pub needs_sort: bool,
592    /// Whether the outermost term is walked backwards.
593    ///
594    /// A B-tree read from its last entry to its first produces exactly the
595    /// reverse of what it produces read forwards, so a descending `ORDER BY`
596    /// over an ascending structure is a direction rather than a sort. Only ever
597    /// set when [`needs_sort`](Self::needs_sort) is false: a plan that sorts
598    /// does not care which way its input arrived.
599    pub reverse: bool,
600    /// Whether the walk already brings the rows of each group together.
601    ///
602    /// Grouping needs adjacency, not order: if every row of a group arrives
603    /// before the next group starts, the aggregate can be finished and emitted
604    /// as the key changes and nothing has to be collected first. A walk whose
605    /// leading keys are exactly the `GROUP BY` columns delivers that, whichever
606    /// direction it runs in.
607    pub grouped_walk: bool,
608    /// Whether the walk already brings duplicate result rows together.
609    ///
610    /// The same property for `DISTINCT`: adjacent duplicates can be dropped by
611    /// comparing each row with the one before it, where a set has to remember
612    /// every row it has seen.
613    pub distinct_walk: bool,
614    /// The later arms of a compound, each with the operator that joined it.
615    pub compounds: Vec<(CompoundOp, PhysicalPlan)>,
616    /// Which optimizations were on when this plan was chosen.
617    ///
618    /// Carried on the plan rather than looked up by the executor, because a
619    /// plan is *cached* and a lever that changed after it was built must not
620    /// change what it does - a plan that consulted the connection at execution
621    /// time would answer one way today and another tomorrow with no
622    /// recompilation in between. The connection throws its compiled statements
623    /// away when a lever moves, which is what makes this field the truth.
624    pub levers: Levers,
625    /// Whether any expression in this plan holds a subquery used as a value.
626    ///
627    /// Decided here because it is a property of the *statement* and not of the
628    /// data, and because the alternative was deciding it per execution: the
629    /// executor folds uncorrelated subqueries on the way into each run, and it
630    /// has to ask this question first every time. Walking the expression tree
631    /// to ask it cost about 0.07 us per execution - measurable against a
632    /// `point.rowid` that takes 0.78 - because `BoundExpr::children` allocates
633    /// a vector per node. Asked once per compiled statement instead, it costs
634    /// nothing a statement runs.
635    pub subqueries: bool,
636}
637
638impl PhysicalPlan {
639    /// Returns the highest statement-wide source id anywhere in the plan.
640    ///
641    /// The compiler sizes its cursor map from this, so a nested block's cursor
642    /// has a slot before the block that encloses it is compiled.
643    pub fn max_source_id(&self) -> usize {
644        let mut highest = 0usize;
645        for source in &self.sources {
646            highest = highest.max(source.id);
647            match &source.path {
648                AccessPath::Subquery { plan, .. } => {
649                    highest = highest.max(plan.max_source_id());
650                }
651                AccessPath::Recursive { seeds, steps, .. } => {
652                    for (_, arm) in seeds.iter().chain(steps.iter()) {
653                        highest = highest.max(arm.max_source_id());
654                    }
655                }
656                _ => {}
657            }
658        }
659        for (_, arm) in &self.compounds {
660            highest = highest.max(arm.max_source_id());
661        }
662        highest
663    }
664
665    /// Returns the `EXPLAIN QUERY PLAN` lines this plan renders as.
666    pub fn describe(&self) -> Vec<String> {
667        let mut lines = Vec::new();
668        for source in &self.sources {
669            lines.push(
670                source
671                    .path
672                    .describe_over(&String::from_utf8_lossy(&source.alias), Some(&source.table)),
673            );
674        }
675        for (op, arm) in &self.compounds {
676            lines.push(format!("COMPOUND QUERY {}", compound_name(*op)));
677            lines.extend(arm.describe());
678        }
679        // A temp b-tree is only named when there is one. Grouping and
680        // de-duplicating that the walk already delivers build nothing, and a
681        // plan that said otherwise would be describing a different program.
682        if self.aggregation == AggregationMode::Grouped && !self.grouped_walk {
683            lines.push("USE TEMP B-TREE FOR GROUP BY".to_string());
684        }
685        if self.needs_sort {
686            lines.push("USE TEMP B-TREE FOR ORDER BY".to_string());
687        }
688        if self.select.distinct && !self.distinct_walk {
689            lines.push("USE TEMP B-TREE FOR DISTINCT".to_string());
690        }
691        lines
692    }
693}
694
695/// Returns the word `EXPLAIN QUERY PLAN` names a compound operator by.
696fn compound_name(op: CompoundOp) -> &'static str {
697    match op {
698        CompoundOp::Union => "UNION",
699        CompoundOp::UnionAll => "UNION ALL",
700        CompoundOp::Intersect => "INTERSECT",
701        CompoundOp::Except => "EXCEPT",
702    }
703}
704
705/// Which planner optimizations are switched on.
706///
707/// An optimization that cannot be switched off cannot be measured. The claim
708/// "the covering-index path made range reads thirty times faster" is a
709/// comparison, and without an arm to compare against it is a comparison with a
710/// build that no longer exists - which is an argument, not evidence.
711///
712/// The shape is SQLite's. `sqlite3_test_control(SQLITE_TESTCTRL_OPTIMIZATIONS)`
713/// takes a bitmask of optimizations to *disable*, reached through a control
714/// channel rather than through SQL, for exactly this reason: a knob on the SQL
715/// surface is a knob applications start depending on, and then it is not a
716/// measurement device any more, it is a feature with a compatibility story.
717///
718/// Disabling is what the mask names, so zero is the shipped engine and the
719/// default everywhere. A lever added later defaults to on without anybody
720/// having to remember to turn it on.
721#[derive(Clone, Copy, Debug, PartialEq, Eq, Default)]
722pub struct Levers {
723    /// The optimizations that are turned *off*.
724    disabled: u32,
725}
726
727impl Levers {
728    /// Read a term's columns from the index entry, without fetching the row.
729    pub const COVERING_INDEX: u32 = 1;
730    /// Find the rows an UPDATE or DELETE touches through an index or a rowid,
731    /// rather than by scanning the table.
732    pub const INDEXED_WRITE: u32 = 2;
733    /// Answer an `ORDER BY` by walking a B-tree in its own key order, forwards
734    /// or backwards, instead of sorting every row and throwing most away.
735    pub const ORDERED_WALK: u32 = 4;
736    /// Group and de-duplicate as the rows arrive, when the walk already brings
737    /// equal keys together, instead of collecting every row into a sorter or a
738    /// set first.
739    pub const STREAMING_GROUP: u32 = 8;
740    /// Fold a value written into a scratch register and immediately copied
741    /// into the one instruction that writes it where it was going.
742    pub const FUSED_BYTECODE: u32 = 16;
743
744    /// Reusing a compiled program for SQL text already prepared.
745    ///
746    /// The rearchitecture's design puts a plan cache in the new engine's
747    /// prepare path, and measures it here, on the existing one, first - so the
748    /// mechanism is proved independently of the new storage. It is a lever
749    /// rather than a constant because a speedup that cannot be switched off
750    /// cannot be measured, and because "the cache made prepare six times
751    /// faster" needs an arm to be a claim rather than an assertion.
752    pub const PLAN_CACHE: u32 = 32;
753    /// Build a throwaway structure over an unindexed inner side of a join,
754    /// rather than walking it once per outer row.
755    ///
756    /// What `PRAGMA automatic_index` switches. It is a lever rather than a
757    /// constant for the same reason the others are - an optimisation that
758    /// cannot be switched off cannot be measured - and because SQLite exposes
759    /// exactly this switch under exactly this name, so an application that
760    /// turns it off there has somewhere to turn it off here.
761    pub const AUTOMATIC_INDEX: u32 = 64;
762    /// Every lever this build has.
763    pub const EVERY: u32 = Levers::PLAN_CACHE
764        | Levers::COVERING_INDEX
765        | Levers::INDEXED_WRITE
766        | Levers::ORDERED_WALK
767        | Levers::STREAMING_GROUP
768        | Levers::FUSED_BYTECODE
769        | Levers::AUTOMATIC_INDEX;
770
771    /// Returns the shipped configuration: everything on.
772    pub fn all() -> Levers {
773        Levers { disabled: 0 }
774    }
775
776    /// Returns a configuration with the named levers turned off.
777    /// @param mask - the levers to disable
778    pub fn without(mask: u32) -> Levers {
779        Levers {
780            disabled: mask & Levers::EVERY,
781        }
782    }
783
784    /// Returns whether one lever is on.
785    /// @param lever - the lever to ask about
786    pub fn has(self, lever: u32) -> bool {
787        self.disabled & lever == 0
788    }
789
790    /// Returns the mask of what is off, which is what a report prints.
791    pub fn disabled(self) -> u32 {
792        self.disabled
793    }
794
795    /// Returns the names of the levers that are off, for a report.
796    pub fn names_disabled(self) -> Vec<&'static str> {
797        let mut names = Vec::new();
798        if !self.has(Levers::COVERING_INDEX) {
799            names.push("covering-index");
800        }
801        if !self.has(Levers::INDEXED_WRITE) {
802            names.push("indexed-write");
803        }
804        if !self.has(Levers::ORDERED_WALK) {
805            names.push("ordered-walk");
806        }
807        if !self.has(Levers::STREAMING_GROUP) {
808            names.push("streaming-group");
809        }
810        if !self.has(Levers::FUSED_BYTECODE) {
811            names.push("fused-bytecode");
812        }
813        names
814    }
815}
816
817/// Plans a bound SELECT with some optimizations switched off.
818///
819/// The levers travel with the recursion rather than being read from anywhere
820/// global, so a subquery is planned under the same arm as the statement that
821/// contains it. An arm that applied to the outer block and not the inner one
822/// would measure a mixture and report it as one number.
823/// @param select - the bound statement
824/// @param levers - which optimizations are on
825pub fn plan_select_with(select: BoundSelect, levers: Levers) -> PhysicalPlan {
826    let mut select = select;
827    pushdown::push_into_derived_tables(&mut select);
828    let compound_arms = core::mem::take(&mut select.compounds);
829    let terms = statement_terms(&select);
830    // The order the terms are visited in is chosen before their paths are, and
831    // then the paths are chosen in that order - because a path may use a value
832    // from a term visited earlier, and which terms those are is exactly what the
833    // order decides.
834    let order = choose_order(&select, &terms, levers);
835    let ordered: Vec<usize> = order.clone();
836    let ids: Vec<usize> = ordered
837        .iter()
838        .filter_map(|position| select.sources.get(*position))
839        .map(|source| source.id)
840        .collect();
841    let mut consumed = vec![false; terms.len()];
842    let mut sources = Vec::with_capacity(select.sources.len());
843    for (level, position) in ordered.iter().enumerate() {
844        let Some(source) = select.sources.get(*position) else {
845            continue;
846        };
847        // **An outer term's rows are not filtered on the way in.** A `WHERE`
848        // predicate over the null-extendable side is applied *after* the join,
849        // because a row that fails it must still produce a null-extended pair
850        // rather than vanish. Letting `choose_path` turn such a predicate into
851        // a seek would do both wrong things at once: filter the rows before the
852        // null extension, and mark the term consumed so it is never re-tested.
853        //
854        // **Its own `ON` condition is a different question.**
855        // An outer join's `ON` decides which inner rows *match*, and a row with
856        // no match is null-extended by the join itself - so seeking the inner
857        // side by an equality the `ON` states returns exactly the matches and
858        // nothing the join needed is lost. Refusing that made
859        // `LEFT JOIN chunk c ON c.document_id = d.id` scan a 60,000-row table
860        // where the same join written `JOIN` seeks it: 138.2 ms against 0.5 ms
861        // for the same ten rows, and the gap grows with the table.
862        //
863        // Two things keep it honest. The `ON` terms are collected into a list
864        // of their own, so nothing in the statement's `WHERE` can be turned
865        // into a seek here and nothing in the statement's `consumed` is marked.
866        // And `on` below still carries the whole condition, so the join re-tests
867        // it - a seek narrows the rows the test runs over and never stands in
868        // for it.
869        //
870        // A subquery, a recursive CTE and a virtual table each still resolve to
871        // what they are, because those are not access-path choices - they are
872        // what the term *is*.
873        let mut on_enforced = false;
874        let path = if is_outer(source.join) && matches!(source.rows, SourceRows::Table) {
875            match source.table.module.clone() {
876                Some(_) => choose_path(level, &ids, source, &select, &terms, &mut consumed, levers),
877                None => {
878                    // **Only a `LEFT` term may seek on its `ON`.** A `RIGHT`
879                    // or `FULL` term keeps the rows of its own that matched
880                    // nothing, and only a side read whole can know which
881                    // those are: `list l RIGHT JOIN todo t ON t.list_id =
882                    // l.id` with an index on `list_id` probed `todo` per list
883                    // and never produced the todo whose list does not exist.
884                    let on_terms = if source.join == JoinKind::Left {
885                        outer_terms(source)
886                    } else {
887                        Vec::new()
888                    };
889                    let mut on_consumed = vec![false; on_terms.len()];
890                    let chosen = choose_path(
891                        level,
892                        &ids,
893                        source,
894                        &select,
895                        &on_terms,
896                        &mut on_consumed,
897                        levers,
898                    );
899                    // Every conjunct of the condition turned into part of the
900                    // key, so the probe answers the condition and an index
901                    // nested loop can null-extend on an empty probe.
902                    on_enforced = !on_terms.is_empty() && on_consumed.iter().all(|held| *held);
903                    chosen
904                }
905            }
906        } else {
907            choose_path(level, &ids, source, &select, &terms, &mut consumed, levers)
908        };
909        let (cost, rows) = path_cost(source, &path);
910        sources.push(PlannedSource {
911            cost,
912            rows,
913            id: source.id,
914            table: (*source.table).clone(),
915            alias: source.alias.clone(),
916            path,
917            join: source.join,
918            on: is_outer(source.join)
919                .then(|| source.constraint.clone())
920                .flatten(),
921            on_enforced,
922        });
923    }
924    let (residuals, constant_filter) = distribute_residuals(&terms, &consumed, &ids);
925    let aggregation = if !select.group_by.is_empty() {
926        AggregationMode::Grouped
927    } else if !select.aggregates.is_empty() {
928        AggregationMode::Whole
929    } else {
930        AggregationMode::None
931    };
932    // The sort is only needed when the outer term's path does not already
933    // produce the order that was asked for. Walking a B-tree *is* walking it in
934    // key order, and a statement asking for that order has been answered by the
935    // walk - which is the difference between reading fifty rows and reading,
936    // sorting and throwing away six hundred thousand.
937    // A window function sorts the rows into its own order to compute over them,
938    // so whatever order the walk delivered is not the order the result comes
939    // out in - which is why `windows` disqualifies a statement here even though
940    // it has nothing to do with the access path.
941    // Adjacency is a weaker property than order, so it is asked first and for a
942    // wider set of statements: a grouped aggregate can be streamed whether or
943    // not it also answers an ORDER BY.
944    let adjacent = levers.has(Levers::STREAMING_GROUP)
945        && sources.len() == 1
946        && select.windows.is_empty()
947        && select.compounds.is_empty();
948    let outer = sources.first();
949    let grouped_walk = adjacent
950        && aggregation == AggregationMode::Grouped
951        && outer.is_some_and(|outer| grouped_by_walk(&select, outer));
952    let distinct_walk = adjacent && outer.is_some_and(|outer| distinct_by_walk(&select, outer));
953    // A statement that streams its grouping or its de-duplication still comes
954    // out in the order the walk delivered: the rows of a key arrive together,
955    // one output row is emitted per key, and the keys arrive in key order. So
956    // the walk answers the ORDER BY for these too.
957    //
958    // It did not used to. `SELECT DISTINCT category FROM main_table ORDER BY
959    // category` walked the covering index on `(category, key)` - which is
960    // already in `category` order - de-duplicated as the rows arrived, and then
961    // sorted the thirty-two answers through a temporary B-tree anyway. SQLite
962    // reads the same index and does not sort, which is the whole of a 26x
963    // difference on that workload. The same applied to every
964    // `GROUP BY x ORDER BY x`.
965    //
966    // The two are kept apart rather than merged: a statement that is both
967    // grouped and DISTINCT is left to sort, because the de-duplication then
968    // runs on the aggregate output rather than on the walk and the walk's order
969    // is no longer the result's.
970    let streamed_in_order = (grouped_walk && !select.distinct)
971        || (distinct_walk && aggregation == AggregationMode::None);
972    let single = levers.has(Levers::ORDERED_WALK)
973        && sources.len() == 1
974        && select.windows.is_empty()
975        && select.compounds.is_empty()
976        && ((aggregation == AggregationMode::None && !select.distinct) || streamed_in_order);
977    let provided = if single {
978        sources
979            .first()
980            .and_then(|outer| ordering_provided(&select, outer.id, &outer.table, &outer.path))
981    } else {
982        None
983    };
984    let needs_sort = !select.order_by.is_empty() && provided.is_none();
985    let reverse = provided.unwrap_or(false);
986    let compounds: Vec<(CompoundOp, PhysicalPlan)> = compound_arms
987        .into_iter()
988        .map(|(op, arm)| (op, plan_select_with(arm, levers)))
989        .collect();
990    let subqueries = holds_subquery(&select)
991        || residuals.iter().flatten().any(expression_holds_subquery)
992        || constant_filter
993            .as_ref()
994            .is_some_and(expression_holds_subquery)
995        || compounds.iter().any(|(_op, arm)| arm.subqueries);
996    PhysicalPlan {
997        sources,
998        residuals,
999        constant_filter,
1000        select,
1001        aggregation,
1002        needs_sort,
1003        reverse,
1004        grouped_walk,
1005        distinct_walk,
1006        compounds,
1007        subqueries,
1008        levers,
1009    }
1010}
1011
1012/// Returns whether a select holds a subquery used as a value.
1013///
1014/// Compound arms are not walked here: `plan_select_with` has already taken them
1015/// out of `select.compounds` and planned them, and each arm carries its own
1016/// answer. A subquery's *block* is not walked either - finding one is enough to
1017/// say the plan has one.
1018///
1019/// @param select - the query to look through
1020fn holds_subquery(select: &BoundSelect) -> bool {
1021    select.filter.iter().any(expression_holds_subquery)
1022        || select.group_by.iter().any(expression_holds_subquery)
1023        || select.having.iter().any(expression_holds_subquery)
1024        || select
1025            .columns
1026            .iter()
1027            .any(|column| expression_holds_subquery(&column.expr))
1028        || select
1029            .order_by
1030            .iter()
1031            .any(|term| expression_holds_subquery(&term.expr))
1032        || select.limit.iter().any(expression_holds_subquery)
1033        || select.offset.iter().any(expression_holds_subquery)
1034        || select
1035            .values
1036            .iter()
1037            .flatten()
1038            .any(expression_holds_subquery)
1039        // **The aggregate's `FILTER` and its inner `ORDER BY` are walked here
1040        // too as of task-1932 (M6).** This flag is the cheap question
1041        // `subquery::fold` asks before it walks anything, so a statement it
1042        // answers `false` for never folds - and a subquery in an aggregate's
1043        // `FILTER` was therefore left in an unfilled slot, which `translate`
1044        // reports as `unsupported("a correlated subquery used as a value")`.
1045        // The windows below already had all four of theirs.
1046        || select.aggregates.iter().any(|aggregate| {
1047            aggregate.arguments.iter().any(expression_holds_subquery)
1048                || aggregate.filter.iter().any(expression_holds_subquery)
1049                || aggregate
1050                    .order_by
1051                    .iter()
1052                    .any(|term| expression_holds_subquery(&term.expr))
1053        })
1054        || select.windows.iter().any(|window| {
1055            window.arguments.iter().any(expression_holds_subquery)
1056                || window.filter.iter().any(expression_holds_subquery)
1057                || window.partition_by.iter().any(expression_holds_subquery)
1058                || window
1059                    .order_by
1060                    .iter()
1061                    .any(|term| expression_holds_subquery(&term.expr))
1062        })
1063        || select.sources.iter().any(|source| {
1064            source.constraint.iter().any(expression_holds_subquery)
1065                || matches!(&source.rows, SourceRows::Subquery(block) if holds_subquery(block))
1066        })
1067}
1068
1069/// Returns whether an expression holds a subquery, anywhere beneath it.
1070///
1071/// Public because the *write* paths need the same answer and cannot get it from
1072/// a plan: a `VALUES` list and an `UPDATE`'s assignments are evaluated without
1073/// one. They ask this once when the statement is compiled, for the same reason
1074/// `PhysicalPlan::subqueries` is decided once - the question is about the
1075/// statement, and asking it per execution walks a tree and allocates.
1076///
1077/// @param expr - the expression to look through
1078pub fn expression_holds_subquery(expr: &BoundExpr) -> bool {
1079    matches!(expr, BoundExpr::Subquery { .. })
1080        || expr
1081            .children()
1082            .iter()
1083            .any(|child| expression_holds_subquery(child))
1084}
1085
1086/// Returns whether the walk brings the rows of each `GROUP BY` key together.
1087///
1088/// Grouping needs adjacency rather than order, so the direction does not
1089/// matter: what matters is that the walk's leading keys are exactly the group
1090/// columns. Exactly, not merely a superset - a walk ordered by `(a, b)` groups
1091/// `a` and groups `(a, b)`, and does not group `b`.
1092///
1093/// The collation does matter. Grouping compares keys with the result collation
1094/// and the walk compares them with the structure's, so a `NOCASE` index does
1095/// not group a `BINARY` key: it would put `Ada` and `ADA` next to each other
1096/// and the grouping would then treat them as one.
1097/// @param select - the bound statement
1098/// @param outer - the planned outer term
1099fn grouped_by_walk(select: &BoundSelect, outer: &PlannedSource) -> bool {
1100    if select.group_by.is_empty() {
1101        return false;
1102    }
1103    let Some(key) = path_ordering(&outer.table, &outer.path) else {
1104        return false;
1105    };
1106    let mut wanted: Vec<(OrderedBy, Collation)> = Vec::new();
1107    for expr in &select.group_by {
1108        let Some(named) = walk_key_of(expr, outer.id, &outer.table) else {
1109            return false;
1110        };
1111        let collation = crate::bind::result_collation(expr);
1112        if !wanted.iter().any(|(held, _)| *held == named) {
1113            wanted.push((named, collation));
1114        }
1115    }
1116    covers_prefix(&key, &wanted)
1117}
1118
1119/// Returns whether the walk brings duplicate result rows together.
1120///
1121/// The same rule as [`grouped_by_walk`], over the result columns rather than
1122/// the group ones - and it is only asked when there is no grouping, because a
1123/// `DISTINCT` over aggregates is distinct over values the walk never saw.
1124/// @param select - the bound statement
1125/// @param outer - the planned outer term
1126fn distinct_by_walk(select: &BoundSelect, outer: &PlannedSource) -> bool {
1127    if !select.distinct || !select.group_by.is_empty() || !select.aggregates.is_empty() {
1128        return false;
1129    }
1130    let Some(key) = path_ordering(&outer.table, &outer.path) else {
1131        return false;
1132    };
1133    let mut wanted: Vec<(OrderedBy, Collation)> = Vec::new();
1134    for column in &select.columns {
1135        let Some(named) = walk_key_of(&column.expr, outer.id, &outer.table) else {
1136            return false;
1137        };
1138        let collation = crate::bind::result_collation(&column.expr);
1139        if !wanted.iter().any(|(held, _)| *held == named) {
1140            wanted.push((named, collation));
1141        }
1142    }
1143    covers_prefix(&key, &wanted)
1144}
1145
1146/// Returns whether a set of keys is exactly the walk's leading keys.
1147///
1148/// A key an equality pinned counts as held: it has one value for every row the
1149/// walk returns, so it is constant across the whole scan and cannot separate
1150/// two rows that are otherwise equal.
1151/// @param key - what the walk is ordered by
1152/// @param wanted - the keys that have to arrive together, with their collations
1153fn covers_prefix(key: &PathOrdering, wanted: &[(OrderedBy, Collation)]) -> bool {
1154    let free: Vec<&(OrderedBy, Collation)> = wanted
1155        .iter()
1156        .filter(|(named, _)| !key.pinned.contains(named))
1157        .collect();
1158    if free.len() > key.columns.len() {
1159        return false;
1160    }
1161    let prefix = match key.columns.get(..free.len()) {
1162        Some(prefix) => prefix,
1163        None => return false,
1164    };
1165    free.iter().all(|(named, collation)| {
1166        prefix
1167            .iter()
1168            .any(|(held, _, held_collation)| held == named && held_collation == collation)
1169    })
1170}
1171
1172/// Returns which of the walk's keys an expression names, if it names one.
1173/// @param expr - the expression to resolve
1174/// @param id - the outer term's source id
1175/// @param table - the table being walked
1176fn walk_key_of(expr: &BoundExpr, id: usize, table: &TableInfo) -> Option<OrderedBy> {
1177    let mut expr = expr;
1178    while let BoundExpr::Collate { operand, .. } = expr {
1179        expr = operand;
1180    }
1181    match expr {
1182        BoundExpr::Column { source, column, .. } if *source == id => {
1183            Some(named_key(table, OrderedBy::Column(*column)))
1184        }
1185        BoundExpr::Rowid { source } if *source == id => Some(OrderedBy::Rowid),
1186        _ => None,
1187    }
1188}
1189
1190/// What a term of an `ORDER BY` names.
1191#[derive(Clone, Copy, Debug, PartialEq, Eq)]
1192enum OrderedBy {
1193    /// A column of the table, by its declared position.
1194    Column(u16),
1195    /// The row's key.
1196    Rowid,
1197}
1198
1199/// The order one access path's own walk produces.
1200struct PathOrdering {
1201    /// What the walk is ordered by, in order, with each key's direction and the
1202    /// collation the structure compares it with.
1203    columns: Vec<(OrderedBy, bool, Collation)>,
1204    /// What an equality has pinned to a single value, which therefore holds
1205    /// still across the whole walk and cannot affect its order.
1206    pinned: Vec<OrderedBy>,
1207}
1208
1209/// Returns whether the outer term's path already produces the `ORDER BY`, and
1210/// whether it has to be walked backwards to do it.
1211///
1212/// `None` means it does not and the rows have to go through a sorter.
1213/// `Some(false)` means a forward walk answers it, `Some(true)` a backward one.
1214///
1215/// The rules are narrow on purpose, because getting this wrong returns rows in
1216/// the wrong order and nothing about the result looks wrong:
1217///
1218/// - every `ORDER BY` term is a plain column of the outer term, or its rowid;
1219/// - the path is one whose order is a key's - every rowid path, and an index
1220///   seek over whatever columns the equalities did not pin;
1221/// - the directions agree, all with the structure or all against it, because a
1222///   B-tree can be read either way but not both at once;
1223/// - the collation is the one the structure holds the column in;
1224/// - the NULLs land where the structure puts them, which for the SQL defaults
1225///   they already do: first ascending, last descending, exactly as an index
1226///   holds them.
1227///
1228/// A column an equality pinned is skipped rather than matched: it holds one
1229/// value for every row the path returns, so ordering by it changes nothing.
1230/// @param select - the bound statement, for its ORDER BY
1231/// @param outer - the planned outer term
1232fn ordering_provided(
1233    select: &BoundSelect,
1234    id: usize,
1235    table: &TableInfo,
1236    path: &AccessPath,
1237) -> Option<bool> {
1238    if select.order_by.is_empty() {
1239        return Some(false);
1240    }
1241    let key = path_ordering(table, path)?;
1242    let mut reverse: Option<bool> = None;
1243    let mut at = 0usize;
1244    for term in &select.order_by {
1245        // `ORDER BY name COLLATE NOCASE` binds to a `Collate` around the
1246        // column, and the collation it names is already on the term - so the
1247        // wrapper is unwrapped rather than refused, or the one case an index
1248        // exists precisely to answer would be the one case that sorted.
1249        let mut expr = &term.expr;
1250        while let BoundExpr::Collate { operand, .. } = expr {
1251            expr = operand;
1252        }
1253        let named = match expr {
1254            BoundExpr::Column { source, column, .. } if *source == id => {
1255                named_key(table, OrderedBy::Column(*column))
1256            }
1257            BoundExpr::Rowid { source } if *source == id => OrderedBy::Rowid,
1258            _ => return None,
1259        };
1260        let descending = matches!(term.order, SortOrder::Descending);
1261        // The binder has already defaulted this, so what is left is a written
1262        // placement - and only the one the structure already produces can be
1263        // answered by a walk: an index holds NULLs first, so a forward walk is
1264        // NULLS FIRST and a backward one is NULLS LAST.
1265        let natural = match term.nulls {
1266            NullOrder::First => !descending,
1267            NullOrder::Last => descending,
1268        };
1269        if !natural {
1270            return None;
1271        }
1272        if key.pinned.contains(&named) {
1273            continue;
1274        }
1275        let (held, held_descending, held_collation) = key.columns.get(at).copied()?;
1276        if held != named || held_collation != term.collation {
1277            return None;
1278        }
1279        let walk = descending != held_descending;
1280        match reverse {
1281            None => reverse = Some(walk),
1282            Some(existing) if existing == walk => {}
1283            Some(_) => return None,
1284        }
1285        at = at.saturating_add(1);
1286    }
1287    Some(reverse.unwrap_or(false))
1288}
1289
1290/// Returns the order one access path's walk produces, if it produces one.
1291/// @param table - the table being read
1292/// @param path - the chosen path
1293fn path_ordering(table: &TableInfo, path: &AccessPath) -> Option<PathOrdering> {
1294    match path {
1295        // A table B-tree is keyed by rowid, and a range over it is a slice of
1296        // that same walk.
1297        AccessPath::TableScan { .. } | AccessPath::RowidRange { .. } => Some(PathOrdering {
1298            columns: rowid_key(table),
1299            pinned: Vec::new(),
1300        }),
1301        // One row is in every order at once.
1302        AccessPath::RowidSeek { .. } => Some(PathOrdering {
1303            columns: Vec::new(),
1304            pinned: Vec::new(),
1305        }),
1306        AccessPath::IndexSeek {
1307            index_name,
1308            equalities,
1309            ..
1310        } => {
1311            let index = table
1312                .indexes
1313                .iter()
1314                .find(|candidate| candidate.name == *index_name)?;
1315            let mut columns: Vec<(OrderedBy, bool, Collation)> = Vec::new();
1316            let mut pinned: Vec<OrderedBy> = Vec::new();
1317            for (at, key_column) in index.columns.iter().enumerate() {
1318                // An expression key orders by something no ORDER BY term here
1319                // can name, so the walk stops describing itself at that point.
1320                let Some(column) = key_column.plain_column() else {
1321                    break;
1322                };
1323                let named = named_key(table, OrderedBy::Column(column));
1324                let collation = collation_of(&key_column.collation);
1325                if at < equalities.len() {
1326                    pinned.push(named);
1327                    continue;
1328                }
1329                columns.push((named, key_column.descending, collation));
1330            }
1331            // Every index entry ends with the row's key, so the walk is a total
1332            // order even where the indexed columns tie.
1333            columns.push((OrderedBy::Rowid, false, Collation::Binary));
1334            Some(PathOrdering { columns, pinned })
1335        }
1336        // A branch that needs de-duplicating (an `IN` list) has no order:
1337        // list values are probed in whatever order they were written, not
1338        // index order. A branch that does not - the keyset-range shape,
1339        // proven disjoint at plan time - runs each branch in the index's own
1340        // order and the branches themselves in that same order, so the whole
1341        // union reads exactly as an unconstrained walk of the index would: no
1342        // column is pinned, because no column has one value across every
1343        // branch.
1344        AccessPath::IndexSeekUnion {
1345            index_name,
1346            dedup: false,
1347            ..
1348        } => {
1349            let index = table
1350                .indexes
1351                .iter()
1352                .find(|candidate| candidate.name == *index_name)?;
1353            let mut columns: Vec<(OrderedBy, bool, Collation)> = Vec::new();
1354            for key_column in &index.columns {
1355                let Some(column) = key_column.plain_column() else {
1356                    break;
1357                };
1358                let named = named_key(table, OrderedBy::Column(column));
1359                let collation = collation_of(&key_column.collation);
1360                columns.push((named, key_column.descending, collation));
1361            }
1362            columns.push((OrderedBy::Rowid, false, Collation::Binary));
1363            Some(PathOrdering {
1364                columns,
1365                pinned: Vec::new(),
1366            })
1367        }
1368        _ => None,
1369    }
1370}
1371
1372/// Returns the ordering a rowid walk produces.
1373/// @param table - the table being walked
1374fn rowid_key(table: &TableInfo) -> Vec<(OrderedBy, bool, Collation)> {
1375    let _ = table;
1376    vec![(OrderedBy::Rowid, false, Collation::Binary)]
1377}
1378
1379/// Returns the one name a key goes by.
1380///
1381/// `INTEGER PRIMARY KEY` is the rowid under another name, so a statement that
1382/// ordered by the declared column and one that ordered by `rowid` asked for the
1383/// same walk. Folding the two spellings into one here is what lets the rest of
1384/// the comparison be an equality.
1385/// @param table - the table the column belongs to
1386/// @param named - the key as the statement or the index spelled it
1387fn named_key(table: &TableInfo, named: OrderedBy) -> OrderedBy {
1388    match named {
1389        OrderedBy::Column(column) if table.rowid_alias == Some(column) => OrderedBy::Rowid,
1390        other => other,
1391    }
1392}
1393
1394/// Returns the order the FROM terms are visited in.
1395///
1396/// The legality rule is the whole of the difficulty. An outer join's rows
1397/// depend on the terms it was written against: a `LEFT JOIN` cannot be visited
1398/// before the term it null-extends, and neither side of one can cross it. A
1399/// `CROSS JOIN` is SQLite's documented instruction not to reorder at all. So a
1400/// term may only move within the run of ordinary joins it belongs to, and the
1401/// enumeration is over those runs rather than over the whole list.
1402///
1403/// Inside a run the search is exhaustive while that is affordable - the runs
1404/// that occur in practice are two to five terms - and falls back to the written
1405/// order beyond, because a greedy answer that is worse than the written order
1406/// is worse than not reordering at all.
1407fn choose_order(select: &BoundSelect, terms: &[BoundExpr], levers: Levers) -> Vec<usize> {
1408    let count = select.sources.len();
1409    if count < 2 {
1410        return (0..count).collect();
1411    }
1412    let mut order = Vec::with_capacity(count);
1413    let mut run: Vec<usize> = Vec::new();
1414    for position in 0..count {
1415        let pins = select
1416            .sources
1417            .get(position)
1418            .is_some_and(|source| matches!(source.join, JoinKind::Cross) || is_outer(source.join));
1419        if pins {
1420            order.extend(best_order(select, terms, &run, levers));
1421            run.clear();
1422            order.push(position);
1423            continue;
1424        }
1425        run.push(position);
1426    }
1427    order.extend(best_order(select, terms, &run, levers));
1428    order
1429}
1430
1431/// Returns the cheapest visiting order for one run of reorderable terms.
1432fn best_order(
1433    select: &BoundSelect,
1434    terms: &[BoundExpr],
1435    run: &[usize],
1436    levers: Levers,
1437) -> Vec<usize> {
1438    // Eight terms is 40,320 orders, which is milliseconds; beyond that the
1439    // written order stands rather than a guess being substituted for it.
1440    if run.len() < 2 || run.len() > 8 {
1441        return run.to_vec();
1442    }
1443    let mut best: Option<(f64, Vec<usize>)> = None;
1444    let mut candidate = run.to_vec();
1445    permute(&mut candidate, 0, &mut |order| {
1446        let cost = order_cost(select, terms, order, levers);
1447        let better = best
1448            .as_ref()
1449            .is_none_or(|(existing, _)| cost < *existing - 1e-9);
1450        if better {
1451            best = Some((cost, order.to_vec()));
1452        }
1453    });
1454    best.map(|(_, order)| order).unwrap_or_else(|| run.to_vec())
1455}
1456
1457/// Calls a closure with every permutation of a slice.
1458fn permute(order: &mut Vec<usize>, at: usize, visit: &mut impl FnMut(&[usize])) {
1459    if at >= order.len() {
1460        visit(order);
1461        return;
1462    }
1463    for index in at..order.len() {
1464        order.swap(at, index);
1465        permute(order, at.saturating_add(1), visit);
1466        order.swap(at, index);
1467    }
1468}
1469
1470/// Returns what one visiting order is estimated to cost.
1471///
1472/// The loops are nested, so each term's cost is multiplied by the rows every
1473/// term before it produced - which is the whole reason the order matters, and
1474/// why putting the most selective term first is usually right and sometimes
1475/// spectacularly wrong.
1476fn order_cost(select: &BoundSelect, terms: &[BoundExpr], order: &[usize], levers: Levers) -> f64 {
1477    let ids: Vec<usize> = order
1478        .iter()
1479        .filter_map(|position| select.sources.get(*position))
1480        .map(|source| source.id)
1481        .collect();
1482    let mut consumed = vec![false; terms.len()];
1483    let mut total = 0.0f64;
1484    let mut outer_rows = 1.0f64;
1485    for (level, position) in order.iter().enumerate() {
1486        let Some(source) = select.sources.get(*position) else {
1487            continue;
1488        };
1489        let path = choose_path(level, &ids, source, select, terms, &mut consumed, levers);
1490        let (cost, rows) = path_cost(source, &path);
1491        total += outer_rows * cost;
1492        outer_rows *= rows.max(1.0);
1493    }
1494    total
1495}
1496
1497/// Returns the vector probe a `TopN` over a distance can use, when it can.
1498///
1499/// **Every condition here is a way the rewrite would change the answer.** The
1500/// index returns `k` candidates and nothing else, so the query has to be asking
1501/// for the nearest `k` of *this* table by *this* measure and by nothing else:
1502///
1503/// - one FROM term, because a join's other side may multiply or drop rows and
1504///   the k the index was asked for would then be the wrong k;
1505/// - the only `ORDER BY` term, ascending, so the index's order and the query's
1506///   are the same order;
1507/// - a `LIMIT` that is a literal, because the index has to be told how deep to
1508///   go before the statement runs;
1509/// - no `OFFSET`, no `GROUP BY`, no aggregate and no `DISTINCT`, each of which
1510///   reads rows the top k does not contain;
1511/// - and a probe that reads no column, because a per-row probe is a different
1512///   query - the index answers one question, not one per row;
1513/// - and the `ORDER BY` function names the distance the index minimises
1514///   (`IndexInfo::metric`), or it falls back to scan-and-sort instead.
1515///
1516/// A `WHERE` clause is *allowed*: the residual is tested over the candidates,
1517/// which is what SQLite does with a partial index and what pgvector's own
1518/// documentation warns about - a narrow filter over an approximate index can
1519/// return fewer than `k` rows. It is the caller's query and this does not
1520/// second-guess it.
1521///
1522/// @param id - the FROM term's statement-wide number
1523/// @param position - where it sits in the join order
1524/// @param source - the term
1525/// @param select - the whole statement, for its `ORDER BY` and `LIMIT`
1526fn vector_path(
1527    id: usize,
1528    position: usize,
1529    source: &BoundSource,
1530    select: &BoundSelect,
1531) -> Option<AccessPath> {
1532    if position != 0 || select.sources.len() != 1 {
1533        return None;
1534    }
1535    if select.distinct
1536        || !select.group_by.is_empty()
1537        || !select.aggregates.is_empty()
1538        || select.offset.is_some()
1539        || !select.compounds.is_empty()
1540    {
1541        return None;
1542    }
1543    let [term] = select.order_by.as_slice() else {
1544        return None;
1545    };
1546    if term.order != crate::ast::SortOrder::Ascending {
1547        return None;
1548    }
1549    let Some(BoundExpr::Integer(depth)) = select.limit.as_ref() else {
1550        return None;
1551    };
1552    let depth = usize::try_from(*depth).ok().filter(|held| *held > 0)?;
1553    let BoundExpr::Function {
1554        func, arguments, ..
1555    } = &term.expr
1556    else {
1557        return None;
1558    };
1559    let wanted = match func {
1560        crate::function::ScalarFunc::VectorDistanceCos => crate::catalog_view::IndexMetric::Cosine,
1561        crate::function::ScalarFunc::VectorDistanceL2 => crate::catalog_view::IndexMetric::L2,
1562        _ => return None,
1563    };
1564    let [BoundExpr::Column {
1565        source: held,
1566        column,
1567        ..
1568    }, probe] = arguments.as_slice()
1569    else {
1570        return None;
1571    };
1572    if *held != id || reads_a_column(probe) {
1573        return None;
1574    }
1575    let index = source.table.indexes.iter().find(|held| {
1576        held.origin == crate::catalog_view::IndexOrigin::Module
1577            && held.metric == Some(wanted)
1578            && held
1579                .columns
1580                .first()
1581                .is_some_and(|first| first.column == Some(*column))
1582    })?;
1583    Some(AccessPath::VectorProbe {
1584        root: source.table.root,
1585        index: index.name.clone(),
1586        probe: Box::new(probe.clone()),
1587        depth,
1588    })
1589}
1590
1591/// Reports whether an expression reads any column or rowid.
1592///
1593/// A probe that did would be a different question per row, and the index
1594/// answers one.
1595///
1596/// @param expr - the expression to look through
1597fn reads_a_column(expr: &BoundExpr) -> bool {
1598    if matches!(
1599        expr,
1600        BoundExpr::Column { .. } | BoundExpr::Rowid { .. } | BoundExpr::VirtualFunction { .. }
1601    ) {
1602        return true;
1603    }
1604    expr.children().into_iter().any(reads_a_column)
1605}
1606
1607/// Returns what one term's path costs, and how many rows it produces.
1608fn path_cost(source: &BoundSource, path: &AccessPath) -> (f64, f64) {
1609    let rows = estimated_rows(&source.table);
1610    match path {
1611        AccessPath::TableScan { .. } => (cost::scan_cost(rows), rows),
1612        // A module prices its own scan, and the planner cannot ask it here
1613        // without making the plan depend on run-time state. What it can do is
1614        // reward an offer: a virtual table that was given a constraint will be
1615        // cheaper than one that was not, whatever the module then says.
1616        AccessPath::VirtualScan { offer, .. } => {
1617            let usable = offer.iter().filter(|item| item.spec.usable).count();
1618            let rows = if usable == 0 {
1619                rows
1620            } else {
1621                rows / (usable as f64 * 8.0)
1622            };
1623            (cost::scan_cost(rows.max(1.0)), rows.max(1.0))
1624        }
1625        // The index returns `depth` rows and the walk visits exactly those, so
1626        // the cost is a descent per candidate and the row count is the depth -
1627        // which is what makes it beat a scan on a table of any size and lose to
1628        // one on a table smaller than `k`.
1629        AccessPath::VectorProbe { depth, .. } => {
1630            let matches = (*depth as f64).min(rows).max(1.0);
1631            (cost::search_cost(rows, matches, true), matches)
1632        }
1633        AccessPath::RowidSeek { .. } => (cost::search_cost(rows, 1.0, true), 1.0),
1634        // A search per key, each a descent of the same tree - which is
1635        // exactly what running them one after another actually costs, and is
1636        // why a list long enough to be worth a scan instead gets priced that
1637        // way on its own, with no separate penalty needed for how many
1638        // branches there are.
1639        AccessPath::RowidSeekUnion { keys, .. } => {
1640            let branches = keys.len().max(1) as f64;
1641            (cost::search_cost(rows, 1.0, true) * branches, branches)
1642        }
1643        AccessPath::RowidRange { low, high, .. } => {
1644            let bounds = usize::from(low.is_some()) + usize::from(high.is_some());
1645            let mut matches = rows;
1646            for _ in 0..bounds {
1647                matches /= cost::RANGE_SHARE;
1648            }
1649            let matches = matches.max(1.0);
1650            (cost::search_cost(rows, matches, true), matches)
1651        }
1652        AccessPath::IndexSeek {
1653            index_name,
1654            equalities,
1655            low,
1656            high,
1657            covering,
1658            ..
1659        } => {
1660            let bounds = usize::from(low.is_some()) + usize::from(high.is_some());
1661            index_seek_cost(
1662                source,
1663                rows,
1664                index_name,
1665                equalities.len(),
1666                bounds,
1667                covering.is_some(),
1668            )
1669        }
1670        // A union is priced by summing one branch's cost over every branch -
1671        // each is a full descent of the same tree, so the total is exactly
1672        // what running them one after another costs, and a branch count large
1673        // enough to make that expensive is a branch count large enough for a
1674        // scan to win the comparison on its own.
1675        AccessPath::IndexSeekUnion {
1676            index_name,
1677            branches,
1678            covering,
1679            ..
1680        } => {
1681            let mut total_cost = 0.0f64;
1682            let mut total_matches = 0.0f64;
1683            for branch in branches {
1684                let bounds = usize::from(branch.low.is_some()) + usize::from(branch.high.is_some());
1685                let (branch_cost, branch_matches) = index_seek_cost(
1686                    source,
1687                    rows,
1688                    index_name,
1689                    branch.equalities.len(),
1690                    bounds,
1691                    covering.is_some(),
1692                );
1693                total_cost += branch_cost;
1694                total_matches += branch_matches;
1695            }
1696            (total_cost, total_matches.max(1.0))
1697        }
1698        // A materialised term is built once and then scanned; the build is
1699        // charged where it happens, which is the block that fills it.
1700        AccessPath::Subquery { .. } | AccessPath::Recursive { .. } => (cost::scan_cost(rows), rows),
1701        AccessPath::RecursiveSelf { .. } => (1.0, 1.0),
1702    }
1703}
1704
1705/// Returns what one seek over an index costs, and how many rows it produces.
1706///
1707/// Shared by [`AccessPath::IndexSeek`] and each branch of an
1708/// [`AccessPath::IndexSeekUnion`], which price identically - a union is
1709/// priced by summing this over its branches.
1710/// @param source - the FROM term the index belongs to
1711/// @param rows - the table's estimated row count
1712/// @param index_name - the index being priced
1713/// @param equalities - how many leading columns the seek's equality prefix pins
1714/// @param bounds - how many range bounds the seek carries after the prefix
1715/// @param covering - whether the seek reads entries rather than fetching rows
1716fn index_seek_cost(
1717    source: &BoundSource,
1718    rows: f64,
1719    index_name: &[u8],
1720    equalities: usize,
1721    bounds: usize,
1722    covering: bool,
1723) -> (f64, f64) {
1724    let index = source
1725        .table
1726        .indexes
1727        .iter()
1728        .find(|candidate| candidate.name == index_name);
1729    let matches = index_matches(index, rows, equalities, bounds);
1730    let Some(index) = index else {
1731        return (cost::search_cost(rows, matches, false), matches);
1732    };
1733    if !covering {
1734        return (cost::search_cost(rows, matches, false), matches);
1735    }
1736    // A covering path reads entries rather than rows, and an entry is the
1737    // indexed columns plus the key rather than the whole row. Cost is bytes
1738    // touched, so the narrower shape is the saving - and it is the whole
1739    // reason a covering scan of a two-column index beats a table scan of a
1740    // five-column table when there is no predicate at all to narrow either of
1741    // them.
1742    let width = cost::entry_share(index.columns.len(), source.table.columns.len());
1743    (cost::search_cost(rows, matches * width, true), matches)
1744}
1745
1746/// Returns how many rows a table is estimated to hold.
1747fn estimated_rows(table: &TableInfo) -> f64 {
1748    match table.analysed_rows {
1749        Some(rows) if rows > 0 => rows as f64,
1750        // A measured zero is a real answer, and so is an unmeasured table: the
1751        // first is empty and the second is assumed large. Collapsing them would
1752        // make an `ANALYZE` on an empty table look like no `ANALYZE` at all.
1753        Some(_) => 1.0,
1754        None => cost::DEFAULT_ROWS,
1755    }
1756}
1757
1758/// Returns how many rows an index search is estimated to return.
1759fn index_matches(index: Option<&IndexInfo>, rows: f64, equalities: usize, bounds: usize) -> f64 {
1760    // **A partial index walked whole returns what it holds.**
1761    // With nothing to seek to, every other arm below prices this as a walk of
1762    // the table - which is what it would be for an ordinary index, and is not
1763    // what it is for one holding only the rows a predicate accepted.
1764    if equalities == 0 && bounds == 0 {
1765        if let Some(index) = index {
1766            if index.partial_sql.is_some() {
1767                if let Some(held) = index.analysed_rows {
1768                    return (held as f64).max(1.0);
1769                }
1770            }
1771        }
1772    }
1773    let mut matches = match index {
1774        // Measured: the average number of rows sharing the prefix the search
1775        // pinned down. This is the number `ANALYZE` exists to supply.
1776        Some(index) if !index.prefix_rows.is_empty() && equalities > 0 => index
1777            .prefix_rows
1778            .get(equalities.saturating_sub(1))
1779            .copied()
1780            .map(|value| value as f64)
1781            .unwrap_or(rows),
1782        // Unmeasured: a unique index pins one row.
1783        Some(index) if index.unique && equalities >= index.columns.len() => 1.0,
1784        // Unmeasured, not unique: SQLite's own default, which is an absolute
1785        // count rather than a share of the table. A column somebody indexed and
1786        // then compared for equality has many distinct values - that is why it
1787        // was indexed - so the number of rows behind one value does not grow
1788        // with the table the way a fraction does.
1789        Some(_) if equalities > 0 => cost::default_equality_rows(equalities, rows),
1790        _ => {
1791            let mut estimate = rows;
1792            for _ in 0..equalities {
1793                estimate /= cost::EQUALITY_SHARE;
1794            }
1795            estimate
1796        }
1797    };
1798    // Once per bound, not once per range. SQLite reduces the estimate by a
1799    // factor for the lower bound and again for the upper, which is why
1800    // `BETWEEN` is treated as sixteen times more selective than a bare `>` -
1801    // and treating them alike made a two-sided range look like a quarter of the
1802    // table, which is a quarter no join order can beat a scan with.
1803    for _ in 0..bounds {
1804        matches /= cost::RANGE_SHARE;
1805    }
1806    matches.max(1.0)
1807}
1808
1809/// Returns whether a join keeps rows that match nothing on the other side.
1810pub fn is_outer(join: JoinKind) -> bool {
1811    matches!(join, JoinKind::Left | JoinKind::Right | JoinKind::Full)
1812}
1813
1814/// Splits `a AND b AND c` into its terms.
1815///
1816/// Only `AND` is split. Splitting an `OR` would produce terms that are not
1817/// individually true of every row the expression accepts, which is the classic
1818/// way to lose rows.
1819pub fn split_conjunction(expr: &BoundExpr, into: &mut Vec<BoundExpr>) {
1820    match expr {
1821        BoundExpr::And(left, right) => {
1822            split_conjunction(left, into);
1823            split_conjunction(right, into);
1824        }
1825        // `x BETWEEN a AND b` *is* `x >= a AND x <= b`, so splitting it lets an
1826        // index range be found where otherwise the whole thing sat in the
1827        // residual and the table was scanned. It is split only when `x` is a
1828        // column, which is both the case that can drive an index and the case
1829        // where evaluating the operand twice cannot change an answer: a
1830        // volatile expression tested twice is a different question.
1831        BoundExpr::Between {
1832            negated: false,
1833            operand,
1834            low,
1835            high,
1836            low_affinity,
1837            low_collation,
1838            high_affinity,
1839            high_collation,
1840        } if matches!(
1841            **operand,
1842            BoundExpr::Column { .. } | BoundExpr::Rowid { .. }
1843        ) =>
1844        {
1845            // Each half keeps the affinity and collation of its own bound,
1846            // which is what SQLite's two comparisons use (task-2088). The
1847            // `between-index*` cases in `differential-part8/task2088.cases`
1848            // grade this path with and without `INDEXED BY`.
1849            into.push(BoundExpr::Compare {
1850                op: BinaryOp::GreaterEqual,
1851                left: operand.clone(),
1852                right: low.clone(),
1853                affinity: *low_affinity,
1854                collation: *low_collation,
1855            });
1856            into.push(BoundExpr::Compare {
1857                op: BinaryOp::LessEqual,
1858                left: operand.clone(),
1859                right: high.clone(),
1860                affinity: *high_affinity,
1861                collation: *high_collation,
1862            });
1863        }
1864        other => into.push(other.clone()),
1865    }
1866}
1867
1868/// Attaches each unconsumed predicate to the innermost term it reads.
1869///
1870/// A predicate that reads only FROM terms belonging to an *enclosing* block is
1871/// constant for the whole of this block: the outer cursors are positioned
1872/// before it starts and do not move while it runs, so it is tested once before
1873/// the loops rather than once per row.
1874fn distribute_residuals(
1875    terms: &[BoundExpr],
1876    consumed: &[bool],
1877    ids: &[usize],
1878) -> (Vec<Option<BoundExpr>>, Option<BoundExpr>) {
1879    let levels = ids.len();
1880    let mut residuals: Vec<Option<BoundExpr>> = vec![None; levels];
1881    let mut constant: Option<BoundExpr> = None;
1882    for (index, term) in terms.iter().enumerate() {
1883        if consumed.get(index).copied().unwrap_or(false) {
1884            continue;
1885        }
1886        let mut used = Vec::new();
1887        term.sources_used(&mut used);
1888        let level = used
1889            .iter()
1890            .filter_map(|source| ids.iter().position(|id| id == source))
1891            .max();
1892        match level {
1893            Some(level) if level < levels => {
1894                if let Some(slot) = residuals.get_mut(level) {
1895                    *slot = Some(match slot.take() {
1896                        Some(existing) => {
1897                            BoundExpr::And(Box::new(existing), Box::new(term.clone()))
1898                        }
1899                        None => term.clone(),
1900                    });
1901                }
1902            }
1903            _ => {
1904                constant = Some(match constant.take() {
1905                    Some(existing) => BoundExpr::And(Box::new(existing), Box::new(term.clone())),
1906                    None => term.clone(),
1907                });
1908            }
1909        }
1910    }
1911    (residuals, constant)
1912}
1913
1914/// Chooses the access path for one FROM term.
1915fn choose_path(
1916    position: usize,
1917    ids: &[usize],
1918    source: &BoundSource,
1919    select: &BoundSelect,
1920    terms: &[BoundExpr],
1921    consumed: &mut [bool],
1922    levers: Levers,
1923) -> AccessPath {
1924    match &source.rows {
1925        SourceRows::Subquery(block) => {
1926            let width = block.columns.len();
1927            let correlated = !block.correlations.is_empty();
1928            return AccessPath::Subquery {
1929                plan: Box::new(plan_select_with((**block).clone(), levers)),
1930                width,
1931                correlated,
1932            };
1933        }
1934        SourceRows::Recursive(body) => {
1935            let width = body.seeds.first().map_or(0, |(_, arm)| arm.columns.len());
1936            return AccessPath::Recursive {
1937                seeds: body
1938                    .seeds
1939                    .iter()
1940                    .map(|(op, arm)| (*op, plan_select_with(arm.clone(), levers)))
1941                    .collect(),
1942                steps: body
1943                    .steps
1944                    .iter()
1945                    .map(|(op, arm)| (*op, plan_select_with(arm.clone(), levers)))
1946                    .collect(),
1947                width,
1948            };
1949        }
1950        SourceRows::RecursiveSelf { cte } => {
1951            return AccessPath::RecursiveSelf { cte: *cte };
1952        }
1953        SourceRows::Table => {}
1954    }
1955    let id = ids.get(position).copied().unwrap_or(position);
1956    let table = &source.table;
1957    // **The k nearest, when the query asked exactly that.** Tried before the
1958    // b-tree paths because none of them apply: an index a module owns has no
1959    // key to seek and no range to walk, and the shape it answers - a distance
1960    // ordered ascending with a `LIMIT` - is one no other path can improve on.
1961    let forced = match &source.index_hint {
1962        crate::bind::IndexChoice::Only(wanted) => Some(wanted.as_slice()),
1963        _ => None,
1964    };
1965    if let Some(path) = vector_path(id, position, source, select) {
1966        // `INDEXED BY` a b-tree index rules the probe out like every other
1967        // path; `INDEXED BY` the probe's own index is the one way to keep it.
1968        let named = match &path {
1969            AccessPath::VectorProbe { index, .. } => table
1970                .indexes
1971                .iter()
1972                .find(|held| &held.name == index)
1973                .map(|held| held.folded.as_slice()),
1974            _ => None,
1975        };
1976        if forced.is_none() || forced == named {
1977            return path;
1978        }
1979    }
1980    if let Some(module) = table.module.clone() {
1981        return virtual_path(id, position, ids, source, select, module, terms, consumed);
1982    }
1983    if forced.is_some() {
1984        return forced_path(id, position, ids, source, select, terms, consumed, levers);
1985    }
1986    // Every candidate is built against a *copy* of the consumed list, because a
1987    // path that is not chosen must not leave its predicates marked as handled.
1988    // It did: when a scan beat an index range, the range's own comparison had
1989    // already been struck off the residual list and the scan then returned
1990    // every row of the table, silently.
1991    let mut candidates: Vec<(AccessPath, Vec<bool>)> = Vec::new();
1992    let mut trial = consumed.to_vec();
1993    if let Some(path) = rowid_path(id, position, ids, table, terms, &mut trial) {
1994        candidates.push((path, trial));
1995    }
1996    // **`NOT INDEXED` removes the index candidates and nothing else.** SQLite's
1997    // rule is that the clause prohibits every index on the table while leaving
1998    // the INTEGER PRIMARY KEY usable, which is why `rowid_path` above is
1999    // unconditional and this is the one candidate the hint takes away.
2000    //
2001    // `crates/inillucent-cli/src/diagnose.rs` is what this is for. Its integrity
2002    // digest reads every table `SELECT * FROM "t" NOT INDEXED`, and its comment
2003    // says that is what makes the digest a fact about the rows - which was not
2004    // true while the hint was dropped, because a corrupt index would then be
2005    // read in place of the table it was meant to be checked against.
2006    if source.index_hint != crate::bind::IndexChoice::NotIndexed {
2007        let mut trial = consumed.to_vec();
2008        let needed = select.columns_read(id);
2009        if let Some(path) = index_path(
2010            id, position, ids, source, terms, &mut trial, &needed, levers,
2011        ) {
2012            candidates.push((path, trial));
2013        }
2014    }
2015    candidates.push((
2016        AccessPath::TableScan { root: table.root },
2017        consumed.to_vec(),
2018    ));
2019
2020    // A scan beats a search that returns most of the table: an index that has
2021    // to fetch every row costs a second descent per row on top of the scan it
2022    // was meant to avoid. And a path that already produces the ORDER BY beats
2023    // one that does not by the whole cost of the sort it saves, which is how a
2024    // `LIMIT 50` over six hundred thousand rows becomes fifty rows read rather
2025    // than six hundred thousand read, sorted and thrown away.
2026    let sort = sort_penalty(select, position, source, levers);
2027    let mut best: Option<(f64, AccessPath, Vec<bool>)> = None;
2028    for (path, trial) in candidates {
2029        let (mut cost, _) = path_cost(source, &path);
2030        if !levers.has(Levers::ORDERED_WALK)
2031            || ordering_provided(select, id, table, &path).is_none()
2032        {
2033            cost += sort;
2034        }
2035        if best
2036            .as_ref()
2037            .is_none_or(|(existing, _, _)| cost < *existing - 1e-9)
2038        {
2039            best = Some((cost, path, trial));
2040        }
2041    }
2042    match best {
2043        Some((_, path, trial)) => {
2044            consumed.copy_from_slice(&trial);
2045            path
2046        }
2047        None => AccessPath::TableScan { root: table.root },
2048    }
2049}
2050
2051/// Returns what a sort would cost this term, or nothing when no path could
2052/// avoid one anyway.
2053///
2054/// Only the outermost term of a single-term statement can answer an `ORDER BY`
2055/// by walking: an inner loop restarts for every outer row, and the order it
2056/// produces inside one of those runs is not the order of the result. Charging
2057/// the sort anywhere else would tilt a plan towards an index for a saving it
2058/// would not make.
2059/// @param select - the bound statement
2060/// @param position - which visiting position this term is at
2061/// @param source - the term being priced
2062fn sort_penalty(
2063    select: &BoundSelect,
2064    position: usize,
2065    source: &BoundSource,
2066    levers: Levers,
2067) -> f64 {
2068    // A grouped or DISTINCT statement that streams over the walk answers its
2069    // ORDER BY the same way an ungrouped one does, so it is priced the same
2070    // way. Charging it the sort regardless would hide the saving that makes the
2071    // index path worth taking.
2072    let streams = levers.has(Levers::STREAMING_GROUP)
2073        && ((!select.group_by.is_empty() && !select.distinct)
2074            || (select.distinct && select.group_by.is_empty() && select.aggregates.is_empty()));
2075    let answerable = levers.has(Levers::ORDERED_WALK)
2076        && position == 0
2077        && select.sources.len() == 1
2078        && select.windows.is_empty()
2079        && select.compounds.is_empty()
2080        && !select.order_by.is_empty()
2081        && ((select.group_by.is_empty() && select.aggregates.is_empty() && !select.distinct)
2082            || streams);
2083    if !answerable {
2084        return 0.0;
2085    }
2086    cost::sort_cost(estimated_rows(&source.table))
2087}
2088
2089/// Builds the offer a virtual table's module will be shown.
2090///
2091/// Every predicate that compares one of this term's columns - or its rowid - to
2092/// something is offered, whether or not the value is available yet: a
2093/// constraint the loop order has put out of reach is offered as *not usable*,
2094/// which is what lets one answer serve every position the term could take.
2095fn virtual_path(
2096    id: usize,
2097    position: usize,
2098    ids: &[usize],
2099    source: &BoundSource,
2100    select: &BoundSelect,
2101    module: crate::vtab::ModuleRef,
2102    terms: &[BoundExpr],
2103    consumed: &mut [bool],
2104) -> AccessPath {
2105    let table = &source.table;
2106    let mut offer = Vec::new();
2107    for (index, term) in terms.iter().enumerate() {
2108        if consumed.get(index).copied().unwrap_or(false) {
2109            continue;
2110        }
2111        let Some((column, op, value)) = virtual_constraint(id, table, term) else {
2112            continue;
2113        };
2114        let usable = is_available(position, ids, &value);
2115        offer.push(VirtualConstraint {
2116            spec: crate::vtab::ConstraintSpec { column, op, usable },
2117            value,
2118            predicate: term.clone(),
2119            in_list: Vec::new(),
2120        });
2121        // **Only a usable constraint is this term's to answer.** In `FROM
2122        // json_each(...) s, json_each(s.value) r`, `s` took `s.value = r.json`
2123        // as its own, which left `r` with no document and failed. SQLite offers
2124        // such a constraint as not usable and tests it at the later loop.
2125        if let Some(slot) = consumed.get_mut(index).filter(|_| usable) {
2126            *slot = true;
2127        }
2128    }
2129    // **One `IN` list of constant values, offered as `=` and not consumed.** See
2130    // `VirtualConstraint::in_list`. Only one, because the engine drives the
2131    // module once per value of one list; two lists would need every pair.
2132    if let Some((column, list, term)) = terms
2133        .iter()
2134        .enumerate()
2135        .filter(|(index, _)| !consumed.get(*index).copied().unwrap_or(false))
2136        .find_map(|(_, term)| constant_in_list(id, term).map(|(column, list)| (column, list, term)))
2137    {
2138        if let Some(first) = list.first().cloned() {
2139            offer.push(VirtualConstraint {
2140                spec: crate::vtab::ConstraintSpec {
2141                    column,
2142                    op: crate::vtab::ConstraintOp::Eq,
2143                    usable: true,
2144                },
2145                value: first,
2146                predicate: term.clone(),
2147                in_list: list,
2148            });
2149        }
2150    }
2151    let order_by = order_offer(id, position, select);
2152    AccessPath::VirtualScan {
2153        module,
2154        offer,
2155        order_by,
2156        chosen: None,
2157    }
2158}
2159
2160/// Returns the `ORDER BY` a module may be able to satisfy for itself.
2161///
2162/// Only the outermost loop is offered one. An inner loop restarts for every row
2163/// of the loops around it, so an ordering it produced would be an ordering
2164/// within each of those restarts - which is not the statement's ordering and
2165/// would let the sorter be skipped wrongly.
2166fn order_offer(id: usize, position: usize, select: &BoundSelect) -> Vec<crate::vtab::OrderSpec> {
2167    if position != 0 {
2168        return Vec::new();
2169    }
2170    let mut offer = Vec::new();
2171    for term in &select.order_by {
2172        let column = match &term.expr {
2173            BoundExpr::Column { source, column, .. } if *source == id => i32::from(*column),
2174            BoundExpr::Rowid { source } if *source == id => crate::vtab::ROWID_COLUMN,
2175            _ => return Vec::new(),
2176        };
2177        offer.push(crate::vtab::OrderSpec {
2178            column,
2179            descending: term.order == crate::ast::SortOrder::Descending,
2180        });
2181    }
2182    offer
2183}
2184
2185/// Splits a predicate into the conjunction the offer is built from.
2186pub fn conjunction(filter: &BoundExpr) -> Vec<BoundExpr> {
2187    let mut terms = Vec::new();
2188    split_conjunction(filter, &mut terms);
2189    terms
2190}
2191
2192/// Returns how an UPDATE or a DELETE should find the rows it touches, with some
2193/// optimizations switched off.
2194/// @param table - the table being written
2195/// @param source_id - the source the filter's columns are bound to
2196/// @param filter - the WHERE clause, when there is one
2197/// @param levers - which optimizations are on
2198pub fn write_path_with(
2199    table: &TableInfo,
2200    source_id: usize,
2201    filter: Option<&BoundExpr>,
2202    levers: Levers,
2203) -> AccessPath {
2204    if !levers.has(Levers::INDEXED_WRITE) {
2205        return AccessPath::TableScan { root: table.root };
2206    }
2207    let scan = AccessPath::TableScan { root: table.root };
2208    if table.module.is_some() || table.without_rowid {
2209        return scan;
2210    }
2211    let Some(filter) = filter else {
2212        return scan;
2213    };
2214    let mut terms = Vec::new();
2215    split_conjunction(filter, &mut terms);
2216    let ids = [source_id];
2217    let mut consumed = vec![false; terms.len()];
2218    if let Some(path) = rowid_path(source_id, 0, &ids, table, &terms, &mut consumed) {
2219        return path;
2220    }
2221    let source = BoundSource {
2222        index_hint: crate::bind::IndexChoice::Any,
2223        id: source_id,
2224        rows: SourceRows::Table,
2225        table: std::rc::Rc::new(table.clone()),
2226        alias: table.name.clone(),
2227        join: JoinKind::Inner,
2228        constraint: None,
2229        suppressed: Vec::new(),
2230        index_exprs: Vec::new(),
2231    };
2232    let mut consumed = vec![false; terms.len()];
2233    // A write reads the whole row it is about to change, so no index covers it.
2234    let needed = ColumnUse {
2235        opaque: true,
2236        ..ColumnUse::default()
2237    };
2238    let Some(path) = index_path(
2239        source_id,
2240        0,
2241        &ids,
2242        &source,
2243        &terms,
2244        &mut consumed,
2245        &needed,
2246        levers,
2247    ) else {
2248        return scan;
2249    };
2250    // The same crossover the read planner uses: an index that has to fetch most
2251    // of the table costs a second descent per row on top of the scan it was
2252    // meant to replace.
2253    let (index_cost, _) = path_cost(&source, &path);
2254    let (scan_cost, _) = path_cost(&source, &scan);
2255    if index_cost <= scan_cost {
2256        return path;
2257    }
2258    scan
2259}
2260
2261/// Returns a rowid equality or range path, when the predicates allow one.
2262fn rowid_path(
2263    id: usize,
2264    position: usize,
2265    ids: &[usize],
2266    table: &TableInfo,
2267    terms: &[BoundExpr],
2268    consumed: &mut [bool],
2269) -> Option<AccessPath> {
2270    if !table.has_rowid() {
2271        return None;
2272    }
2273    for (index, term) in terms.iter().enumerate() {
2274        if consumed.get(index).copied().unwrap_or(false) {
2275            continue;
2276        }
2277        let Some((op, value)) = comparison_against_rowid(id, term) else {
2278            continue;
2279        };
2280        if op != BinaryOp::Equal || !is_available(position, ids, &value) {
2281            continue;
2282        }
2283        if let Some(slot) = consumed.get_mut(index) {
2284            *slot = true;
2285        }
2286        return Some(AccessPath::RowidSeek {
2287            root: table.root,
2288            key: value,
2289        });
2290    }
2291    if let Some(path) = seek_union::rowid_in_list_path(id, position, ids, table, terms, consumed) {
2292        return Some(path);
2293    }
2294    // **A range is an outermost-term path only.** The physical pass drives an
2295    // inner term either by probing it per outer row or by reading it once into
2296    // a buffer, and neither of those is a walk between two bounds - so a range
2297    // chosen here for an inner term was refused downstream with "the physical
2298    // pass does not handle a rowid range as an inner join term yet", which is
2299    // what `SELECT x.id, y.id FROM t x JOIN t y ON y.a = x.a AND y.id > x.id`
2300    // hit. Not choosing it is better than refusing it: the bound stays
2301    // unconsumed, so it is tested as a residual over the pair and the self join
2302    // answers. The equality half above is unaffected, because a seek per outer
2303    // row *is* what an index nested loop does.
2304    if position != 0 {
2305        return None;
2306    }
2307    let mut low = None;
2308    let mut high = None;
2309    let mut used = Vec::new();
2310    for (index, term) in terms.iter().enumerate() {
2311        if consumed.get(index).copied().unwrap_or(false) {
2312            continue;
2313        }
2314        let Some((op, value)) = comparison_against_rowid(id, term) else {
2315            continue;
2316        };
2317        if !is_available(position, ids, &value) {
2318            continue;
2319        }
2320        match op {
2321            BinaryOp::Greater if low.is_none() => {
2322                low = Some(RangeBound {
2323                    kind: BoundKind::Greater,
2324                    value,
2325                    unconverted: false,
2326                });
2327                used.push(index);
2328            }
2329            BinaryOp::GreaterEqual if low.is_none() => {
2330                low = Some(RangeBound {
2331                    kind: BoundKind::GreaterEqual,
2332                    value,
2333                    unconverted: false,
2334                });
2335                used.push(index);
2336            }
2337            BinaryOp::Less if high.is_none() => {
2338                high = Some(RangeBound {
2339                    kind: BoundKind::Less,
2340                    value,
2341                    unconverted: false,
2342                });
2343                used.push(index);
2344            }
2345            BinaryOp::LessEqual if high.is_none() => {
2346                high = Some(RangeBound {
2347                    kind: BoundKind::LessEqual,
2348                    value,
2349                    unconverted: false,
2350                });
2351                used.push(index);
2352            }
2353            _ => {}
2354        }
2355    }
2356    if low.is_none() && high.is_none() {
2357        return None;
2358    }
2359    for index in used {
2360        if let Some(slot) = consumed.get_mut(index) {
2361            *slot = true;
2362        }
2363    }
2364    Some(AccessPath::RowidRange {
2365        root: table.root,
2366        low,
2367        high,
2368    })
2369}
2370
2371/// Returns an index path over an equality prefix, when one is usable.
2372fn index_path(
2373    id: usize,
2374    position: usize,
2375    ids: &[usize],
2376    source: &BoundSource,
2377    terms: &[BoundExpr],
2378    consumed: &mut [bool],
2379    needed: &ColumnUse,
2380    levers: Levers,
2381) -> Option<AccessPath> {
2382    let table = &source.table;
2383    let forced = match &source.index_hint {
2384        crate::bind::IndexChoice::Only(wanted) => Some(wanted.as_slice()),
2385        _ => None,
2386    };
2387    let context = CandidateContext {
2388        id,
2389        position,
2390        ids,
2391        table,
2392        terms,
2393        consumed,
2394        needed,
2395        levers,
2396        forced: forced.is_some(),
2397    };
2398    let mut best: Option<(f64, AccessPath, Vec<usize>)> = None;
2399    for (at, index) in table.indexes.iter().enumerate() {
2400        // An index a module owns is not a b-tree: it has no root to seek into
2401        // and no key order to walk. `vector_path` is the only path that can use
2402        // one, and it was tried before this.
2403        if index.origin == crate::catalog_view::IndexOrigin::Module {
2404            continue;
2405        }
2406        if forced.is_some_and(|wanted| wanted != index.folded.as_slice()) {
2407            continue;
2408        }
2409        // The expressions this index needs, when the binder could bind them.
2410        // `None` for every ordinary index, and for one whose schema text did
2411        // not bind - which leaves a partial index unusable and an expression
2412        // key unmatched, both the conservative answer.
2413        let computed = source.index_exprs.iter().find(|held| held.position == at);
2414        let usable = index_usable(source, at, index, terms);
2415        if !usable && index.partial_sql.is_some() {
2416            // **A partial index only holds the rows its predicate accepts.**
2417            // Using one over a query that does not imply the predicate would
2418            // lose rows - silently, and only the rows the predicate excludes -
2419            // so the index is skipped unless the implication is *proved*.
2420            //
2421            // The proof is SQLite's own, and it is deliberately the crudest one
2422            // that is sound: the predicate appears, unchanged, as a conjunct of
2423            // the statement's `WHERE`. `WHERE b > 5 AND a = 1` therefore uses an
2424            // index declared `WHERE b > 5`, and `WHERE b > 6` does not, even
2425            // though it implies it. A cleverer test would answer more queries
2426            // and would be a place for a wrong answer to live.
2427            continue;
2428        }
2429        // Three different candidates can come from the same index: the
2430        // ordinary equality-prefix-and-range seek, a union of equality seeks
2431        // when a disjunction is an `IN` list on the leading column, and a
2432        // union of range seeks when a disjunction is a keyset page's tuple
2433        // comparison. None of them rules another out - a statement can only
2434        // ever use one of them here, but which one is cheapest is a cost
2435        // question, so every one that matches is tried and the best kept.
2436        if let Some((path, used)) = index_candidate(&context, index, computed, usable) {
2437            consider_index_candidate(source, &mut best, path, used);
2438        }
2439        if let Some((path, used)) = seek_union::in_list_union_path(&context, index, usable) {
2440            consider_index_candidate(source, &mut best, path, used);
2441        }
2442        if let Some((path, used)) = seek_union::keyset_range_union_path(&context, index, usable) {
2443            consider_index_candidate(source, &mut best, path, used);
2444        }
2445    }
2446    let (_, path, used) = best?;
2447    for index in used {
2448        if let Some(slot) = consumed.get_mut(index) {
2449            *slot = true;
2450        }
2451    }
2452    Some(path)
2453}
2454
2455/// What every index candidate for one FROM term is chosen from.
2456///
2457/// **A type rather than ten arguments (task-1962, A9).** `index_candidate`,
2458/// [`seek_union::in_list_union_path`] and [`seek_union::keyset_range_union_path`]
2459/// each took the same ten, in the same order, and two of them carried
2460/// `#[allow(clippy::too_many_arguments)]` to say so. Ten positional arguments of
2461/// which three are slices of different things is a call nobody can read and a
2462/// call site nobody can check.
2463pub(crate) struct CandidateContext<'a> {
2464    /// The FROM term being planned.
2465    pub(crate) id: usize,
2466    /// Its position in the FROM list; zero drives the pipeline.
2467    pub(crate) position: usize,
2468    /// Every FROM term's id, so a correlated reference can be recognised.
2469    pub(crate) ids: &'a [usize],
2470    /// The table the term reads.
2471    pub(crate) table: &'a TableInfo,
2472    /// The statement's `WHERE` terms, bound.
2473    pub(crate) terms: &'a [BoundExpr],
2474    /// Which of those an earlier path has already consumed.
2475    pub(crate) consumed: &'a [bool],
2476    /// What the statement reads of this term, which decides covering.
2477    pub(crate) needed: &'a ColumnUse,
2478    /// The planner's tuning knobs.
2479    pub(crate) levers: Levers,
2480    /// The term was written `INDEXED BY`, so the one index left must produce a
2481    /// path even when nothing seeks it: a walk of every entry.
2482    pub(crate) forced: bool,
2483}
2484
2485/// Folds one more index candidate into whichever is cheapest so far.
2486///
2487/// The choice between candidates is a cost, not a count of consumed terms:
2488/// two candidates that each satisfy one equality consume the same number of
2489/// terms and can differ by orders of magnitude in how many rows they return -
2490/// and taking the first one found made a query constrained on both a
2491/// two-valued column and a four-hundred-valued one search the two-valued one.
2492/// A tie goes to the later candidate, which is what the reference does - it
2493/// keeps a candidate that is no worse than the one it holds, so the last
2494/// equal one wins, which matters because a query with no `ORDER BY` returns
2495/// rows in whatever order its path produces.
2496fn consider_index_candidate(
2497    source: &BoundSource,
2498    best: &mut Option<(f64, AccessPath, Vec<usize>)>,
2499    path: AccessPath,
2500    used: Vec<usize>,
2501) {
2502    let (cost, _) = path_cost(source, &path);
2503    let better = best
2504        .as_ref()
2505        .is_none_or(|(existing, _, _)| cost <= *existing + 1e-9);
2506    if better {
2507        *best = Some((cost, path, used));
2508    }
2509}
2510
2511/// Builds the best path over one index, or `None` if it cannot be used.
2512fn index_candidate(
2513    context: &CandidateContext<'_>,
2514    index: &IndexInfo,
2515    computed: Option<&crate::dml::BoundIndexExprs>,
2516    usable: bool,
2517) -> Option<(AccessPath, Vec<usize>)> {
2518    let CandidateContext {
2519        id,
2520        position,
2521        ids,
2522        table,
2523        terms,
2524        consumed,
2525        needed,
2526        levers,
2527        forced,
2528    } = *context;
2529    let mut equalities = Vec::new();
2530    let mut unconverted = Vec::new();
2531    let mut used = Vec::new();
2532    let mut collations = Vec::new();
2533    let mut descending = Vec::new();
2534    let mut columns: Vec<Option<u16>> = Vec::new();
2535    let mut key = 0usize;
2536    while let Some(key_column) = index.columns.get(key) {
2537        let collation = collation_of(&key_column.collation);
2538        let found = match key_column.plain_column() {
2539            Some(column) => {
2540                find_equality(id, position, ids, column, collation, terms, consumed, &used)
2541                    .map(|(term_index, value)| (term_index, value, Some(column)))
2542            }
2543            // **A key the index computes.** `CREATE INDEX ix ON t(lower(a))`
2544            // answers `WHERE lower(a) = 'ab'` and nothing else: the entry holds
2545            // the expression's value, so the only predicate it can seek on is
2546            // one whose own side is that same expression. The comparison is
2547            // between *bound* expressions, which is why the binder puts them on
2548            // the FROM term - see `BoundSource::index_exprs`.
2549            None => computed
2550                .and_then(|held| held.keys.get(key).cloned().flatten())
2551                .and_then(|wanted| {
2552                    find_expr_equality(position, ids, &wanted, collation, terms, consumed, &used)
2553                })
2554                .map(|(term_index, value)| (term_index, value, None)),
2555        };
2556        let Some((term_index, value, column)) = found else {
2557            break;
2558        };
2559        if terms.get(term_index).is_some_and(compares_unconverted) {
2560            unconverted.push(equalities.len());
2561        }
2562        equalities.push(value);
2563        used.push(term_index);
2564        collations.push(collation);
2565        descending.push(key_column.descending);
2566        columns.push(column);
2567        key = key.saturating_add(1);
2568    }
2569    // **A range is an outermost-term path only**, the rule `rowid_path` and
2570    // `seek_union` already follow and this candidate did not. The physical
2571    // pass refuses an inner index seek with a bound, so
2572    // `SELECT count(*) FROM s CROSS JOIN h WHERE h.b > 595` was refused with
2573    // exit code 3 on the release build, with no hint anywhere (task-2078).
2574    // Left unconsumed, the bound is a residual over the pair, which answers.
2575    let range = match index.columns.get(key) {
2576        Some(key_column) if position == 0 => range::key_range(context, key_column, &mut used),
2577        _ => None,
2578    };
2579    let (low, high) = match range {
2580        Some(found) => {
2581            collations.push(found.collation);
2582            descending.push(found.descending);
2583            columns.push(Some(found.column));
2584            (found.low, found.high)
2585        }
2586        None => (None, None),
2587    };
2588    let covering = levers
2589        .has(Levers::COVERING_INDEX)
2590        .then(|| covering_slots(table, index, needed, usable))
2591        .flatten();
2592    // **A partial index whose predicate the query implies is worth walking whole.**
2593    // It holds only the rows its predicate accepted, so reading
2594    // every entry of it reads exactly the rows the query asked for - even with
2595    // nothing to seek to and even when a lookup per entry is needed, which is
2596    // the case a covering test cannot see.
2597    //
2598    // `CREATE INDEX document_pending_idx ON document (indexed_at) WHERE
2599    // indexed_at IS NULL` over `SELECT id FROM document WHERE indexed_at IS
2600    // NULL` is the shape: 120 of 6,000 documents, and `id` is not in the index,
2601    // so the covering test said no and the whole candidate was dropped. The
2602    // plan was `SCAN document`, over a table whose rows carry nine kilobytes of
2603    // body each, and the equivalent query on the real corpus was thousands of
2604    // times slower than the same question asked of PostgreSQL.
2605    //
2606    // It is offered rather than taken: `path_cost` compares it against the scan
2607    // with the index's own entry count, which `ANALYZE` now writes for a partial
2608    // index instead of the table's.
2609    let partial_walk = usable && index.partial_sql.is_some();
2610    if equalities.is_empty()
2611        && low.is_none()
2612        && high.is_none()
2613        && covering.is_none()
2614        && !partial_walk
2615        && !(forced && usable)
2616    {
2617        // Nothing to seek to and nothing to save by reading the entries: this
2618        // index has no part in answering the query.
2619        return None;
2620    }
2621    Some((
2622        AccessPath::IndexSeek {
2623            table_root: table.root,
2624            index_root: index.root,
2625            index_name: index.name.clone(),
2626            equalities,
2627            unconverted,
2628            low,
2629            high,
2630            collations,
2631            descending,
2632            columns,
2633            without_rowid: table.without_rowid,
2634            key_entry_slots: if table.without_rowid && index.root != table.root {
2635                let leading = index.columns.len();
2636                (0..table.primary_key().len())
2637                    .map(|offset| leading.saturating_add(offset))
2638                    .collect()
2639            } else {
2640                Vec::new()
2641            },
2642            covering,
2643        },
2644        used,
2645    ))
2646}
2647
2648/// The entry slot that stands for the row's own key rather than a field.
2649///
2650/// An index entry over a rowid table ends with the rowid, and the machine reads
2651/// it with `IdxRowid` rather than out of the entry's record - so a column that
2652/// *is* the rowid needs a marker rather than a slot number. It is the largest
2653/// `usize` because no entry can have that many fields, and because a number
2654/// that could also be a real slot would be a silent misread.
2655pub const ROWID_ENTRY_SLOT: usize = usize::MAX;
2656
2657/// Returns where each column the query reads sits in one index's entries.
2658///
2659/// `None` when the index does not hold them all, which is the ordinary case and
2660/// is why a covering path is worth naming when it happens. A `WITHOUT ROWID`
2661/// table is excluded: its rows *are* index entries, so the question is already
2662/// answered by whether the seek is on the table's own key, and mixing the two
2663/// would be two answers to one question.
2664/// @param table - the table being read
2665/// @param index - the index being considered
2666/// @param needed - what the query reads from this term
2667fn covering_slots(
2668    table: &TableInfo,
2669    index: &IndexInfo,
2670    needed: &ColumnUse,
2671    usable: bool,
2672) -> Option<Vec<(u16, usize)>> {
2673    if needed.opaque || table.without_rowid || !usable {
2674        return None;
2675    }
2676    let mut slots = Vec::with_capacity(needed.columns.len());
2677    for slot in &needed.columns {
2678        // The rowid alias is a column of the table and the *rowid* of the
2679        // entry, so it is covered whatever the index holds - but it is read
2680        // with `IdxRowid` rather than out of the entry's record, so it is not
2681        // in the list.
2682        if table.rowid_alias == Some(*slot) {
2683            slots.push((*slot, ROWID_ENTRY_SLOT));
2684            continue;
2685        }
2686        let position = index
2687            .columns
2688            .iter()
2689            .position(|key| key.plain_column() == Some(*slot))?;
2690        slots.push((*slot, position));
2691    }
2692    Some(slots)
2693}
2694
2695/// Finds an equality predicate on one column with a matching collation.
2696fn find_equality(
2697    id: usize,
2698    position: usize,
2699    ids: &[usize],
2700    column: u16,
2701    collation: Collation,
2702    terms: &[BoundExpr],
2703    consumed: &[bool],
2704    used: &[usize],
2705) -> Option<(usize, BoundExpr)> {
2706    for (index, term) in terms.iter().enumerate() {
2707        if consumed.get(index).copied().unwrap_or(false) || used.contains(&index) {
2708            continue;
2709        }
2710        let Some((op, value)) = indexable_comparison(id, column, term) else {
2711            continue;
2712        };
2713        if op != BinaryOp::Equal || !is_available(position, ids, &value) {
2714            continue;
2715        }
2716        if comparison_collation(term) != collation {
2717            continue;
2718        }
2719        return Some((index, value));
2720    }
2721    None
2722}
2723
2724/// Finds an equality against an expression the index computes.
2725///
2726/// The mirror of [`find_equality`] for a key that is not a column: the term has
2727/// to compare the index's own key expression against something the join has
2728/// already produced, under the collation the key is ordered by.
2729///
2730/// @param position - the FROM term's position among the ones already joined
2731/// @param ids - the FROM terms joined so far
2732/// @param wanted - the index's bound key expression
2733/// @param collation - the collation the key is ordered under
2734/// @param terms - the statement's `WHERE` conjuncts
2735/// @param consumed - which terms an earlier stage already used
2736/// @param used - which terms this candidate has already used
2737fn find_expr_equality(
2738    position: usize,
2739    ids: &[usize],
2740    wanted: &BoundExpr,
2741    collation: Collation,
2742    terms: &[BoundExpr],
2743    consumed: &[bool],
2744    used: &[usize],
2745) -> Option<(usize, BoundExpr)> {
2746    for (index, term) in terms.iter().enumerate() {
2747        if consumed.get(index).copied().unwrap_or(false) || used.contains(&index) {
2748            continue;
2749        }
2750        let BoundExpr::Compare {
2751            op, left, right, ..
2752        } = term
2753        else {
2754            continue;
2755        };
2756        if *op != BinaryOp::Equal || comparison_collation(term) != collation {
2757            continue;
2758        }
2759        let value = if left.as_ref() == wanted {
2760            right.as_ref().clone()
2761        } else if right.as_ref() == wanted {
2762            left.as_ref().clone()
2763        } else {
2764            continue;
2765        };
2766        if !is_available(position, ids, &value) {
2767            continue;
2768        }
2769        return Some((index, value));
2770    }
2771    None
2772}
2773
2774/// Returns whether a value can be computed before entering a loop level.
2775///
2776/// A seek key may only read terms *outside* the loop it drives. Reading the
2777/// term's own columns would be circular, and reading an inner term's columns
2778/// would read a cursor that has not been positioned yet.
2779fn is_available(position: usize, ids: &[usize], value: &BoundExpr) -> bool {
2780    let mut used = Vec::new();
2781    value.sources_used(&mut used);
2782    used.iter().all(|source| {
2783        // A term this block does not own belongs to an enclosing one, whose
2784        // cursor is positioned before this block runs at all - so it is
2785        // available at every level, including the first.
2786        ids.iter()
2787            .position(|id| id == source)
2788            .is_none_or(|level| level < position)
2789    })
2790}
2791
2792#[cfg(test)]
2793mod tests {
2794    use super::*;
2795    use crate::bind::BoundExpr;
2796
2797    /// A conjunction splits into its terms; a disjunction does not, because a
2798    /// term of an OR is not true of every row the OR accepts.
2799    #[test]
2800    fn only_conjunctions_split() {
2801        let expr = BoundExpr::And(
2802            Box::new(BoundExpr::Integer(1)),
2803            Box::new(BoundExpr::Or(
2804                Box::new(BoundExpr::Integer(2)),
2805                Box::new(BoundExpr::Integer(3)),
2806            )),
2807        );
2808        let mut terms = Vec::new();
2809        split_conjunction(&expr, &mut terms);
2810        assert_eq!(terms.len(), 2);
2811        assert!(matches!(terms.get(1), Some(BoundExpr::Or(_, _))));
2812    }
2813
2814    /// A seek key may read only terms outside its own loop.
2815    #[test]
2816    fn a_seek_key_may_only_read_outer_terms() {
2817        let outer = BoundExpr::Column {
2818            source: 0,
2819            column: 0,
2820            slot: 0,
2821            affinity: inillucent_value::Affinity::Integer,
2822            collation: Collation::Binary,
2823        };
2824        let ids = [0usize, 1usize];
2825        assert!(is_available(1, &ids, &outer));
2826        assert!(!is_available(0, &ids, &outer));
2827        assert!(is_available(0, &ids, &BoundExpr::Integer(5)));
2828        // A term the block does not own belongs to an enclosing block, whose
2829        // cursor is already positioned, so it is available at every level.
2830        assert!(is_available(0, &[7usize], &outer));
2831    }
2832}