polydat_grammar/comprehension/source.rs
1// Copyright 2024-2026 Jonathan Shook
2// SPDX-License-Identifier: Apache-2.0
3
4//! Clause source values (comprehension_forms.md §3.1).
5//!
6//! A `clause(name, source)` binds a name to the values
7//! produced by its source. Sources split into two families:
8//!
9//! - **Discrete stream producers** — literal lists, integer
10//! ranges, generator functions, workload-param references.
11//! Cardinality is `Bounded`, `BoundedAtMost`, or `Unbounded`.
12//! - **Continuous measures** — real intervals with an
13//! integrable measure (uniform on bounded intervals; named
14//! probability distributions like Normal / Exponential).
15//! Cardinality is `Continuous`; V8 requires an enclosing
16//! sampling `order(_, strategy, Some(n))` before dispense.
17//!
18//! Sources are stream producers — they do not pre-materialize
19//! into `Vec<Value>`. This is the load-bearing model property
20//! of comprehension_forms.md §3.1 and §6.2.
21
22use serde::{Deserialize, Serialize};
23
24use super::cardinality::{CardinalityClass, Interval, MeasureName, ProductMeasure};
25
26/// A clause's source of values.
27///
28/// Discrete variants produce a stream of `Value` via the
29/// runtime evaluator; continuous variants describe a measure
30/// that a downstream sampling strategy will draw from.
31#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
32#[serde(tag = "kind", rename_all = "snake_case")]
33pub enum Source {
34 /// Literal comma list (e.g., `[1, 2, 4, 8]`). Stream
35 /// producer over the list contents.
36 Literal {
37 /// The values, in order.
38 values: Vec<LiteralValue>,
39 },
40
41 /// Integer half-open range `lo..hi` with optional step.
42 /// Default step is 1.
43 IntRange {
44 /// The first value.
45 lo: i64,
46 /// One past the last.
47 hi: i64,
48 /// The step between values, 1 by default.
49 step: i64,
50 },
51
52 /// Generator function call expressed as a Polydat source string.
53 /// Its eval class follows its free names (comprehension_forms.md §10.7.0): an
54 /// expression that references no name is context-free and is
55 /// evaluated at compile, so a clause over it becomes a literal of
56 /// its values; one that references a name (an outer coordinate,
57 /// a parameter, a wire) is evaluated at traversal.
58 Generator {
59 /// The generator call, as Polydat source.
60 expr: String,
61 /// How many values it yields, when known: the count the
62 /// compile established by evaluating a context-free call
63 /// whose values are not literal-representable (a partition
64 /// list, for one). `None` for a call evaluated at traversal,
65 /// whose cardinality is `Unbounded` until then.
66 cardinality_hint: Option<u64>,
67 },
68
69 /// Reference to a workload-level parameter that resolves to
70 /// a list of values. Cardinality is the parameter's
71 /// declared list length.
72 WorkloadParamList {
73 /// The parameter's name.
74 name: String,
75 /// The list's length, when known.
76 len_hint: Option<u64>,
77 },
78
79 /// Real interval (continuous source). Combined with a
80 /// `measure` to form a `Continuous` cardinality.
81 /// Integrability is checked at parse via V8.
82 ContinuousInterval {
83 /// The interval.
84 interval: Interval,
85 /// The measure drawn from.
86 measure: ProductMeasure,
87 },
88
89 /// Named continuous distribution. The distribution carries
90 /// its own support; the `support` field records the
91 /// effective interval for V8's check.
92 Distribution {
93 /// The distribution.
94 distribution: MeasureName,
95 /// Its effective support.
96 support: Interval,
97 /// Its parameters, in the order of
98 /// [`MeasureName::parameter_names`]; empty for the standard
99 /// parameters ([`MeasureName::default_params`]).
100 params: Vec<f64>,
101 },
102}
103
104/// A literal value carried in a `Source::Literal`. Subset of
105/// the polydat `Value` type — the kinds clauses can directly
106/// bind. Extension to richer value types lives in the source
107/// evaluator, not the AST.
108///
109/// Serialized untagged because the variants are primitives;
110/// the JSON/YAML representation is just the bare value
111/// (`1` / `"x"` / `true` / `1.5`).
112#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
113#[serde(untagged)]
114pub enum LiteralValue {
115 /// An integer.
116 Int(i64),
117 /// An integer above `i64::MAX`, which only a `u64` holds. An
118 /// integer that fits `i64` is `Int`, so every integer has one
119 /// form ([`LiteralValue::unsigned`]). After `Int`, so an untagged
120 /// read takes an integer as `Int` when it fits.
121 UInt(u64),
122 /// A float.
123 Float(f64),
124 /// A string.
125 String(String),
126 /// A boolean.
127 Bool(bool),
128 /// A JSON value carrying its own kind: an item of a JSON list a
129 /// generator supplied at run time, bound where the element is
130 /// declared `json`. Last, so an untagged read tries the scalar
131 /// forms first.
132 Json(serde_json::Value),
133}
134
135impl LiteralValue {
136 /// The literal of an unsigned integer: `Int` when it fits `i64`,
137 /// `UInt` above.
138 pub fn unsigned(n: u64) -> Self {
139 match i64::try_from(n) {
140 Ok(n) => LiteralValue::Int(n),
141 Err(_) => LiteralValue::UInt(n),
142 }
143 }
144}
145
146impl Source {
147 /// The names this source references (comprehension_forms.md §10.7.0): a generator
148 /// expression's parsed free identifiers (`concat(foo)`) and its
149 /// `{name}` interpolation placeholders, and a workload parameter
150 /// list's own name. Literals, ranges, and intervals reference
151 /// nothing. A source with no references is context-free.
152 pub fn referenced_names(&self) -> std::collections::BTreeSet<String> {
153 let mut out = std::collections::BTreeSet::new();
154 match self {
155 Source::WorkloadParamList { name, .. } => {
156 out.insert(name.clone());
157 }
158 Source::Generator { expr, .. } => {
159 out.extend(crate::refs::referenced_names(expr));
160 crate::refs::collect_string_interpolation_refs(expr, &mut out);
161 }
162 Source::Literal { .. }
163 | Source::IntRange { .. }
164 | Source::ContinuousInterval { .. }
165 | Source::Distribution { .. } => {}
166 }
167 out
168 }
169
170 /// The names evaluating this source reads from the prior axes and
171 /// the scope it is evaluated in (comprehension_forms.md §5 V3,
172 /// §10.9.1). This differs from [`Self::referenced_names`] in two
173 /// forms. A composed name (`{k_{k}_limits}`) reads its leaves
174 /// (`k`) here; the name they compose to is known only once the
175 /// leaves are bound, and is read when the source is evaluated. The
176 /// cursor form `all(<cursor>)` reads the cursor's extent outputs
177 /// ([`cursor_extent_names`]), not a value named after the cursor.
178 pub fn names_read(&self) -> std::collections::BTreeSet<String> {
179 let mut out = std::collections::BTreeSet::new();
180 match self {
181 Source::WorkloadParamList { name, .. } => {
182 crate::refs::collect_string_interpolation_refs(&format!("{{{name}}}"), &mut out);
183 }
184 Source::Generator { expr, .. } => match all_cursor_argument(expr) {
185 Some(cursor) => out.extend(cursor_extent_names(cursor)),
186 None => out.extend(self.referenced_names()),
187 },
188 Source::Literal { .. }
189 | Source::IntRange { .. }
190 | Source::ContinuousInterval { .. }
191 | Source::Distribution { .. } => {}
192 }
193 out
194 }
195
196 /// Declare this source's cardinality class for use by
197 /// `clause` metadata propagation.
198 pub fn cardinality(&self) -> CardinalityClass {
199 match self {
200 Source::Literal { values } => CardinalityClass::Bounded(values.len() as u64),
201 Source::IntRange { lo, hi, step } => {
202 let step = (*step).max(1).unsigned_abs();
203 if hi <= lo {
204 CardinalityClass::Bounded(0)
205 } else {
206 let span = (hi - lo) as u64;
207 let n = span.div_ceil(step);
208 CardinalityClass::Bounded(n)
209 }
210 }
211 Source::Generator {
212 cardinality_hint, ..
213 } => match cardinality_hint {
214 Some(n) => CardinalityClass::Bounded(*n),
215 None => CardinalityClass::Unbounded,
216 },
217 Source::WorkloadParamList { len_hint, .. } => match len_hint {
218 Some(n) => CardinalityClass::Bounded(*n),
219 None => CardinalityClass::Unbounded,
220 },
221 Source::ContinuousInterval { interval, measure } => CardinalityClass::Continuous {
222 intervals: vec![interval.clone()],
223 measure: measure.clone(),
224 },
225 Source::Distribution { support, .. } => CardinalityClass::Continuous {
226 intervals: vec![support.clone()],
227 measure: ProductMeasure::Named(*self.distribution_name()),
228 },
229 }
230 }
231
232 /// `true` if this source is continuous (Continuous /
233 /// Distribution variants). Used by V7 (zip must be all
234 /// discrete) and V9 (union must be all discrete) without
235 /// a full cardinality computation.
236 pub fn is_continuous(&self) -> bool {
237 matches!(
238 self,
239 Source::ContinuousInterval { .. } | Source::Distribution { .. }
240 )
241 }
242
243 /// `true` if this source is discrete (every variant except
244 /// the continuous ones).
245 pub fn is_discrete(&self) -> bool {
246 !self.is_continuous()
247 }
248
249 fn distribution_name(&self) -> &MeasureName {
250 match self {
251 Source::Distribution { distribution, .. } => distribution,
252 _ => panic!("distribution_name called on non-Distribution source"),
253 }
254 }
255}
256
257// ── iteration interior and string-comprehension striping
258// (comprehension_forms.md §3.1.2, §3.1.3) ──
259
260/// The string-comprehension separator rule (comprehension_forms.md
261/// §3.1.3), in one place
262/// so the parse-time (`source_parser`) and runtime (`eval`)
263/// striping can never drift: split on runs of comma / semicolon /
264/// ASCII whitespace, trim, drop empties. Every other character
265/// (`:` `.` `-` `/` …) stays in the token. Returns the raw token
266/// substrings; callers type them (Value or LiteralValue).
267pub fn split_string_comprehension(s: &str) -> Vec<&str> {
268 s.split(|c: char| c == ',' || c == ';' || c.is_ascii_whitespace())
269 .map(str::trim)
270 .filter(|t| !t.is_empty())
271 .collect()
272}
273
274// ── the cursor form `all(<cursor>)` (comprehension_forms.md §10.9.1) ──
275
276/// The cursor `text` enumerates when it is the source form
277/// `all(<cursor>)`, whitespace aside; `None` for any other text.
278pub fn all_cursor_argument(text: &str) -> Option<&str> {
279 let cursor = text.trim().strip_prefix("all(")?.strip_suffix(')')?.trim();
280 let mut chars = cursor.chars();
281 let starts = chars
282 .next()
283 .is_some_and(|c| c.is_ascii_alphabetic() || c == '_');
284 (starts && chars.all(|c| c.is_ascii_alphanumeric() || c == '_')).then_some(cursor)
285}
286
287/// The auxiliary outputs a `cursor <name> = ...` declaration compiles
288/// to, holding its extent: `[start, end]`. `all(<cursor>)` reads these.
289pub fn cursor_extent_names(cursor: &str) -> [String; 2] {
290 [
291 format!("__cursor_extent_{cursor}_start"),
292 format!("__cursor_extent_{cursor}_end"),
293 ]
294}
295
296/// The cursor whose extent the output `name` holds, when `name` is one
297/// of [`cursor_extent_names`].
298pub fn cursor_of_extent_name(name: &str) -> Option<&str> {
299 let rest = name.strip_prefix("__cursor_extent_")?;
300 rest.strip_suffix("_start")
301 .or_else(|| rest.strip_suffix("_end"))
302 .filter(|cursor| !cursor.is_empty())
303}
304
305#[cfg(test)]
306mod tests {
307 use super::*;
308
309 /// A composed name reads its leaves, and the cursor form reads the
310 /// cursor's extent; every other source reads what it references.
311 #[test]
312 fn names_read_are_the_leaves_of_a_composition_and_a_cursor_extent() {
313 let names = |s: Source| s.names_read().into_iter().collect::<Vec<_>>();
314 assert_eq!(
315 names(Source::WorkloadParamList {
316 name: "k_{k}_limits".into(),
317 len_hint: None,
318 }),
319 ["k"]
320 );
321 assert_eq!(
322 names(Source::WorkloadParamList {
323 name: "k_values".into(),
324 len_hint: None,
325 }),
326 ["k_values"]
327 );
328 assert_eq!(
329 names(Source::Generator {
330 expr: " all( row ) ".into(),
331 cardinality_hint: None,
332 }),
333 ["__cursor_extent_row_end", "__cursor_extent_row_start"]
334 );
335 assert_eq!(
336 names(Source::Generator {
337 expr: "pow2({n})".into(),
338 cardinality_hint: None,
339 }),
340 ["n"]
341 );
342 assert_eq!(all_cursor_argument("all(1)"), None);
343 assert_eq!(all_cursor_argument("all(a, b)"), None);
344 for extent in cursor_extent_names("row") {
345 assert_eq!(cursor_of_extent_name(&extent), Some("row"));
346 }
347 assert_eq!(cursor_of_extent_name("row"), None);
348 }
349
350 #[test]
351 fn literal_cardinality_is_list_length() {
352 let s = Source::Literal {
353 values: vec![
354 LiteralValue::Int(1),
355 LiteralValue::Int(2),
356 LiteralValue::Int(3),
357 ],
358 };
359 assert!(matches!(s.cardinality(), CardinalityClass::Bounded(3)));
360 }
361
362 /// An integer has one literal form, `Int` up to `i64::MAX` and
363 /// `UInt` above, and its serialized form reads back as that form.
364 #[test]
365 fn an_unsigned_literal_keeps_its_value_through_serde() {
366 assert_eq!(
367 LiteralValue::unsigned(i64::MAX as u64),
368 LiteralValue::Int(i64::MAX)
369 );
370 assert_eq!(
371 LiteralValue::unsigned(u64::MAX),
372 LiteralValue::UInt(u64::MAX)
373 );
374 for v in [
375 LiteralValue::Int(-3),
376 LiteralValue::Int(i64::MAX),
377 LiteralValue::UInt(1 << 63),
378 LiteralValue::UInt(u64::MAX),
379 ] {
380 let json = serde_json::to_string(&v).unwrap();
381 let back: LiteralValue = serde_json::from_str(&json).unwrap();
382 assert_eq!(back, v, "{json}");
383 }
384 }
385
386 #[test]
387 fn int_range_step_1() {
388 let s = Source::IntRange {
389 lo: 1,
390 hi: 10,
391 step: 1,
392 };
393 assert!(matches!(s.cardinality(), CardinalityClass::Bounded(9)));
394 }
395
396 #[test]
397 fn int_range_with_step() {
398 let s = Source::IntRange {
399 lo: 0,
400 hi: 10,
401 step: 2,
402 };
403 // 0,2,4,6,8 = 5 values
404 assert!(matches!(s.cardinality(), CardinalityClass::Bounded(5)));
405 }
406
407 #[test]
408 fn int_range_empty() {
409 let s = Source::IntRange {
410 lo: 5,
411 hi: 5,
412 step: 1,
413 };
414 assert!(matches!(s.cardinality(), CardinalityClass::Bounded(0)));
415 }
416
417 #[test]
418 fn generator_without_hint_is_unbounded() {
419 let s = Source::Generator {
420 expr: "live_query()".into(),
421 cardinality_hint: None,
422 };
423 assert!(matches!(s.cardinality(), CardinalityClass::Unbounded));
424 }
425
426 #[test]
427 fn generator_with_hint_is_bounded() {
428 let s = Source::Generator {
429 expr: "first_100()".into(),
430 cardinality_hint: Some(100),
431 };
432 assert!(matches!(s.cardinality(), CardinalityClass::Bounded(100)));
433 }
434
435 #[test]
436 fn continuous_interval_produces_continuous_class() {
437 let s = Source::ContinuousInterval {
438 interval: Interval::closed(0.0, 1.0),
439 measure: ProductMeasure::Uniform,
440 };
441 match s.cardinality() {
442 CardinalityClass::Continuous { intervals, measure } => {
443 assert_eq!(intervals.len(), 1);
444 assert!(matches!(measure, ProductMeasure::Uniform));
445 }
446 other => panic!("expected Continuous, got {other:?}"),
447 }
448 assert!(s.is_continuous());
449 assert!(!s.is_discrete());
450 }
451
452 #[test]
453 fn distribution_source_classification() {
454 let s = Source::Distribution {
455 distribution: MeasureName::Normal,
456 support: Interval {
457 lo: f64::NEG_INFINITY,
458 hi: f64::INFINITY,
459 lo_open: true,
460 hi_open: true,
461 },
462 params: vec![0.0, 1.0],
463 };
464 assert!(s.is_continuous());
465 match s.cardinality() {
466 CardinalityClass::Continuous {
467 measure: ProductMeasure::Named(MeasureName::Normal),
468 ..
469 } => {}
470 other => panic!("expected Continuous with Named(Normal), got {other:?}"),
471 }
472 }
473}