Cycle 0005 (BLOCKER, milestone walking-skeleton): generalize a node's output from a single scalar to a record of base-scalar columns (K >= 1), with a scalar being the degenerate K = 1 case. A node keeps exactly one output port; that port's payload becomes an ordered list of named, typed base columns (a composite stream, C7). This unblocks every multi-column producer the engine needs next -- OHLCV bars and, later, the C10 position-event table -- none of which can exist while a node emits at most one column. This revises C8 and sharpens C7. The load-bearing design call, made with the user: the eval output representation under C7's "no per-event heap allocation". eval becomes `-> Option<&[Scalar]>` -- the node fills a buffer it owns (sized once at construction) and returns a borrowed K-field row; the engine copies it into one reused scratch row (resolving the borrow, zero per-cycle alloc once warm) and scatters each field to its out-edges. `None` still means filter/not-warmed. Rejected alternatives, on substance: returning `Option<Vec<Scalar>>` allocates per fire (violates C7's forbids); an inline fixed `[Scalar; N]` record bakes a magic width cap; engine-owned output columns invert the eval model (write-into-out + a fired flag) and split "fired" from "produced" for an output-lookback benefit we do not need (history is bound as an input, not read from a node's own past). The borrowed row is the minimal faithful generalization of today's `Some(Scalar)` push route, K-wide. Binding stays field-wise only: `Edge` gains `from_field`; consuming a whole record is N edges; no "bind whole record" mechanism. The K fields of one record are co-fresh by construction (one eval, one timestamp), so C6 is untouched. The record is structural bundling over the four base types (C7 intact) -- no fifth scalar type, no dyn Any, no heterogeneous buffer. Scope is the substrate only: the contract change, the Sma/Sub degenerate migration, the engine from_field wiring, and a neutral OHLCV proof (a 5-field bundler fed by five timestamp-aligned barrier sources + a downstream Sub binding high - low field-wise, plus must-fail cases: from_field out of range -> BadIndex, per-field kind mismatch -> KindMismatch). The C10 position table and broker nodes are out of scope -- later cycles that consume this capability. Self-review clean; grounding-check PASS (14 load-bearing "before"-state assumptions ratified by named green tests; C6/C7/C8 match the ledger as written; parse-every-block a documented no-op -- profile declares no spec_validation). refs #1 refs walking-skeleton Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
14 KiB
Node output is a record (composite stream) — Design Spec
Date: 2026-06-03 Status: Draft — awaiting user spec review Authors: orchestrator + Claude
Parent issue: Gitea #1 (BLOCKER, milestone Walking skeleton). Revises contract C8, sharpens C7.
Goal
Generalize a node's output from a single scalar to a record of base-scalar columns (K ≥ 1), with a scalar being the degenerate K = 1 case. A node still has exactly one output port; that port's payload is an ordered list of named, typed base columns (a composite stream, C7). This unblocks every multi-column producer the engine needs next — OHLCV bars and, later, the position-event table (C10) — none of which can exist while a node emits at most one column.
This cycle delivers the substrate only: the contract change, the field-wise binding mechanism, the Sma/Sub migration, and a neutral OHLCV proof. The position table (C10) and broker nodes are explicitly out of scope — they are later cycles that consume this capability.
Architecture
Three coordinated changes, in compile-gate order:
-
aura-core— the contract.NodeSchema.outputchanges from oneScalarKindtoVec<FieldSpec>(an ordered list of{ name, kind }base columns).Node::evalchanges from-> Option<Scalar>to-> Option<&[Scalar]>: a node fills a buffer it owns (sized once, at construction) and returns a borrowed row of K scalars;Nonestill means filter / not-yet-warmed. Scalar output is the degenerate 1-field record — there is no separate scalar path. -
aura-std— the degenerate migration.SmaandSubdeclare a 1-field output (name: "value"), hold a[Scalar; 1]buffer, and returnSome(&out). Behaviour is unchanged: a 1-field record is a scalar. -
aura-engine— field-wise binding.Edgegainsfrom_field: usize— which field of the producer's record this edge forwards. Bootstrap kind-checks per field (producer.output[from_field].kind == consumer.inputs[slot].kind) and range-checksfrom_field. The run loop copies a producer's returned row into one reused scratch buffer (resolving the borrow, zero per-cycle heap allocation once its capacity stabilizes), then scattersscratch[from_field]into each out-edge's input slot. Freshness stamping is per slot, unchanged, so the K fields of one record are co-fresh by construction (oneeval, one timestamp).
The record is structural bundling over the four base types (C7 intact), not a
fifth scalar type: no dyn Any, no heterogeneous buffer. Every field lands in a
base column at the edge exactly as today's single scalar does; the streamed /
stored form stays SoA.
Concrete code shapes
What the cycle delivers — the neutral OHLCV proof (test-local fixtures)
The cycle has no end-user surface; its deliverable is the executable proof that a node can emit K > 1 fields and a consumer can bind them individually. The north-star slice: OHLCV as a 5-field record (the position-event table will be the same shape), with a downstream node binding single fields by index.
// A neutral multi-field producer: five f64 inputs bundled into one 5-field
// record. No trading-domain logic — it proves the output mechanism in isolation.
struct Ohlcv {
out: [Scalar; 5],
}
impl Node for Ohlcv {
fn schema(&self) -> NodeSchema {
NodeSchema {
inputs: vec![
InputSpec { kind: ScalarKind::F64, lookback: 1, firing: Firing::Barrier(0) },
InputSpec { kind: ScalarKind::F64, lookback: 1, firing: Firing::Barrier(0) },
InputSpec { kind: ScalarKind::F64, lookback: 1, firing: Firing::Barrier(0) },
InputSpec { kind: ScalarKind::F64, lookback: 1, firing: Firing::Barrier(0) },
InputSpec { kind: ScalarKind::F64, lookback: 1, firing: Firing::Barrier(0) },
],
output: vec![
FieldSpec { name: "open", kind: ScalarKind::F64 },
FieldSpec { name: "high", kind: ScalarKind::F64 },
FieldSpec { name: "low", kind: ScalarKind::F64 },
FieldSpec { name: "close", kind: ScalarKind::F64 },
FieldSpec { name: "volume", kind: ScalarKind::F64 },
],
}
}
fn eval(&mut self, ctx: Ctx<'_>) -> Option<&[Scalar]> {
for i in 0..5 {
let w = ctx.f64_in(i);
if w.is_empty() {
return None; // not yet warmed
}
self.out[i] = Scalar::F64(w[0]);
}
Some(&self.out) // one 5-field record, all fields co-fresh
}
}
// The proof wiring: five timestamp-aligned sources feed O/H/L/C/V into Ohlcv's
// barrier group (the canonical "OHLC from separate sources" case, C6), so Ohlcv
// emits one complete bar per timestamp. A downstream Sub binds field 1 (high)
// minus field 2 (low) == the bar range. Observing Sub proves field-wise binding
// routes the right columns. Nodes are [Ohlcv (0), Sub (1)]; the five sources are
// SourceSpec entries targeting Ohlcv's five input slots.
// Edge { from: 0 /*Ohlcv*/, to: 1 /*Sub*/, slot: 0, from_field: 1 /*high*/ }
// Edge { from: 0 /*Ohlcv*/, to: 1 /*Sub*/, slot: 1, from_field: 2 /*low*/ }
The must-fail half of the proof (wrong code must be rejected at bootstrap):
// from_field past the producer's output width -> BadIndex
Edge { from: 0, to: 1, slot: 0, from_field: 9 } // Ohlcv has 5 fields
// a field whose kind mismatches the consumer slot -> KindMismatch
// (e.g. binding an i64 field into an f64 input slot)
Before → after implementation shapes (secondary)
aura-core/src/node.rs — the contract:
// added
pub struct FieldSpec {
pub name: &'static str,
pub kind: ScalarKind,
}
// before
pub struct NodeSchema {
pub inputs: Vec<InputSpec>,
pub output: ScalarKind,
}
pub trait Node {
fn schema(&self) -> NodeSchema;
fn eval(&mut self, ctx: Ctx<'_>) -> Option<Scalar>;
}
// after
pub struct NodeSchema {
pub inputs: Vec<InputSpec>,
pub output: Vec<FieldSpec>, // ordered base columns; len 1 = scalar (degenerate)
}
pub trait Node {
fn schema(&self) -> NodeSchema;
fn eval(&mut self, ctx: Ctx<'_>) -> Option<&[Scalar]>; // borrowed K-field row
}
FieldSpec derives Clone, Copy, Debug, PartialEq, Eq (like InputSpec);
NodeSchema keeps its derives.
aura-std/src/sma.rs — the degenerate migration (Sub is analogous):
// before
pub struct Sma { length: usize }
// schema output: ScalarKind::F64
fn eval(&mut self, ctx: Ctx<'_>) -> Option<Scalar> {
let w = ctx.f64_in(0);
if w.len() < self.length { return None; }
let mut sum = 0.0;
for k in 0..self.length { sum += w[k]; }
Some(Scalar::F64(sum / self.length as f64))
}
// after
pub struct Sma { length: usize, out: [Scalar; 1] }
// new() initializes out: [Scalar::F64(0.0)]
// schema output: vec![FieldSpec { name: "value", kind: ScalarKind::F64 }]
fn eval(&mut self, ctx: Ctx<'_>) -> Option<&[Scalar]> {
let w = ctx.f64_in(0);
if w.len() < self.length { return None; }
let mut sum = 0.0;
for k in 0..self.length { sum += w[k]; }
self.out[0] = Scalar::F64(sum / self.length as f64);
Some(&self.out)
}
aura-engine/src/harness.rs — the edge and the run loop:
// before
pub struct Edge { pub from: usize, pub to: usize, pub slot: usize }
// after
pub struct Edge { pub from: usize, pub to: usize, pub slot: usize, pub from_field: usize }
Bootstrap edge check — from a single from.output compare to a per-field one:
// after
for &e in &edges {
let from = schemas.get(e.from).ok_or(BootstrapError::BadIndex)?;
let to = schemas.get(e.to).ok_or(BootstrapError::BadIndex)?;
let field = from.output.get(e.from_field).ok_or(BootstrapError::BadIndex)?;
let slot = to.inputs.get(e.slot).ok_or(BootstrapError::BadIndex)?;
if field.kind != slot.kind {
return Err(BootstrapError::KindMismatch { producer: field.kind, consumer: slot.kind });
}
out_edges[e.from].push(e);
}
Run loop — the eval-and-forward, with result: Option<&[Scalar]> (which is
Copy, since &[Scalar] is a shared ref) and one reused scratch row declared
once before the loop:
// after (per evaluated node nidx)
let result: Option<&[Scalar]> = {
let nb = &mut nodes[nidx];
nb.node.eval(Ctx::new(&nb.inputs))
};
if nidx == observe {
observed = result.map(|row| row.to_vec());
}
if let Some(row) = result {
debug_assert_eq!(row.len(), schemas_out_len[nidx]); // node honours its schema width
scratch.clear();
scratch.extend_from_slice(row); // copy ends the producer borrow; no per-cycle alloc once warm
for e in out_edges[nidx].iter() {
let nb = &mut nodes[e.to];
nb.inputs[e.slot].push(scratch[e.from_field]).expect("edge kind checked at wiring");
nb.slots[e.slot] = SlotState { fresh_at: cycle_id, last_ts: ts };
}
}
run's return type changes from Vec<Option<Scalar>> to
Vec<Option<Vec<Scalar>>> — the observed node's full row per cycle. The
per-fire to_vec() is in the materialization surface (the returned collection,
already a Vec today), not the inter-node hot path C7's no-alloc rule governs.
Components
| Component | Change |
|---|---|
aura-core::FieldSpec |
new — { name: &'static str, kind: ScalarKind }, an output column descriptor |
aura-core::NodeSchema |
output: ScalarKind → output: Vec<FieldSpec> |
aura-core::Node::eval |
-> Option<Scalar> → -> Option<&[Scalar]> |
aura-core lib doc |
update the "single output kind" line |
aura-std::Sma, ::Sub |
hold an out buffer; 1-field schema; return Some(&out); in-crate tests adjusted to the slice return |
aura-engine::Edge |
gains from_field: usize |
aura-engine::Harness::bootstrap |
per-field edge kind/range check |
aura-engine::Harness::run |
reused scratch row; field-indexed forward; -> Vec<Option<Vec<Scalar>>> |
aura-engine harness doc |
the output-forward framing (one scalar → one record field) |
aura-engine tests |
Ohlcv fixture; field-binding proof; must-fail (from_field OOB, field kind-mismatch); existing 0003/0004 tests adapted to from_field + the Vec return |
Data flow
- The k-way merge picks the next
(timestamp, source-index)source head and pushes its value into target slots, stamping freshness — unchanged (C3/C4). - In topological order, a fired node's
evalfills its owned buffer and returnsSome(&row)(orNoneto hold/filter). - The engine copies
rowinto the reused scratch buffer (ending the producer borrow), then for each out-edge pushesscratch[from_field]into the consumer slot, stamping that slot fresh at the currentcycle_id/ts. - Because all K fields are written in one
evaland forwarded in one cycle, every consumer of any field of the record sees the same timestamp — co-freshness is structural, needing no barrier among fields (C6 stays for cross-source sync). - The observed node's row is cloned into the run's output vector per cycle.
Error handling
from_fieldout of range (from_field >= producer.output.len()) →BootstrapError::BadIndex, caught once at wiring (C7: type check paid at bootstrap).- Per-field kind mismatch (
producer.output[from_field].kind != consumer.inputs[slot].kind) →BootstrapError::KindMismatch. - Node violates its declared width (returned row length ≠
schema.output.len()) →debug_assert_eq!in the run loop; a node-author bug, not a wiring fault, so it is a debug assertion, not a typedBootstrapError. - Runtime per-field kind is enforced by
AnyColumn::pushas today (.expect("edge kind checked at wiring")) — the bootstrap check makes the expect unreachable for well-typed wiring.
Testing strategy
- Degenerate compat — the existing 0003 fan-out/join DAG and the 0004 firing
rails (AsOfSum/BarrierSum/MixedSum, diamond rejoin) keep their expected vectors;
every edge gains
from_field: 0, every fixture returns a 1-field slice. Proves the scalar = 1-field-record identity preserves all prior behaviour. - K > 1 output —
Ohlcv(5 f64 inputs → 5-field record); observing it yields the full 5-field row per cycle. - Field-wise binding — source →
Ohlcv→Sub(high − low); observingSubprovesfrom_fieldroutes field 1 and field 2 (not field 0). A second consumer binding different fields (e.g. close − open) on the sameOhlcvconfirms several edges read distinct fields of one record. - Co-freshness — the field-binding consumer fires on the bar's single timestamp (no barrier needed among the bound fields), confirming structural co-freshness.
- Determinism — a bit-identical re-run of the K > 1 proof (C1).
- Must-fail (rejection) —
from_fieldpast the output width →BadIndex; a field kind-mismatch →KindMismatch. - Purity —
grep -rnE 'RefCell|Rc<|dyn Any' crates/*/srcstays empty (no fifth type, no heterogeneous payload).
Gates: cargo build/test/clippy --workspace --all-targets -- -D warnings, plus
the purity grep.
Acceptance criteria
- A node emits a record of K ≥ 1 named base columns through one output port;
Sma/Subare the K = 1 degenerate case with unchanged behaviour. - An
Edgebinds exactly one producer field (from_field) into one consumer slot; consuming a whole record is N such edges; there is no "bind whole record" mechanism. - The K fields of one record are co-fresh by construction; C6 is untouched.
- C7 holds: no fifth scalar type, no
dyn Any, no heterogeneous buffer, no per-cycle heap allocation on the inter-node forward path; the purity grep is clean. - Bootstrap rejects an out-of-range
from_field(BadIndex) and a per-field kind mismatch (KindMismatch). - The neutral OHLCV proof (producer + field-binding consumer + must-fail cases)
is green; all prior 0003/0004 tests pass adapted to
from_field. - The design ledger records the C8 revision and the C7 sharpening (ledger edit is
part of this cycle; the glossary
composite/noderecord-reality pass is an audit-time follow-up).