Files
Aura/crates/aura-std/src/sma.rs
T
Brummel 1100a60c76 feat: recording is a node role, not a type (multi-sink substrate)
Replace the engine's single observe: usize recording affordance with
recording-by-node, so one run records many streams. A recording node
reads its typed input windows + ctx.now() in eval and pushes the record
to a destination it holds as a field (a channel, a chart handle) — an
out-of-graph side effect. There is no Sink type, trait, or engine flag:
a pure-consumer node returns None, and a node may record AND return a
forwarded output in the same eval (the C8 "both" case). In-graph routing
stays engine-owned data (the edge table); the escape out of the graph is
the node's own side effect, and that boundary is the determinism /
graph-as-data boundary.

Engine surface shrinks: Ctx gains now: Timestamp + now() (C2-causal, the
present cycle's timestamp); Harness loses the observe field, its
observe >= n bootstrap check, and the per-cycle observed-row collection;
bootstrap drops its 4th param; run returns (). Recorded streams are now
sparse and timestamped (a record per fired cycle) instead of the dense
Vec<Option<row>>.

The Ctx::new signature change touched 9 call sites across three crates
(not the 3 the spec estimated) — aura-std's node tests and the engine
run loop were threaded too. The engine test suite migrated to a
test-local Recorder fixture whose read-back is an mpsc channel, never
Rc/RefCell, keeping aura-engine/src purity-clean (C7). Eight new proof
tests cover the multi-sink headline, producer-and-sink, mixed-kind
recording, all-fields tap, both recorder firing modes, determinism, and
recorder-edge kind rejection. C8/C22 gain cycle-0006 realization notes.

Gates: workspace test 45 green (core 20, std 3, engine 22), clippy
-D warnings clean, purity grep clean (only a comment names Rc/RefCell).

closes #2
2026-06-04 14:38:26 +02:00

90 lines
2.9 KiB
Rust

//! `Sma` — simple moving average over the last `length` values of one f64
//! input. The walking skeleton's first worked node: it proves the `aura-core`
//! `Node` contract is authorable from a downstream crate and evaluable with no
//! engine present (the test drives it by hand, as the sim loop later will).
use aura_core::{Ctx, FieldSpec, Firing, InputSpec, Node, NodeSchema, Scalar, ScalarKind};
/// Simple moving average over the last `length` values of one f64 input.
pub struct Sma {
length: usize,
out: [Scalar; 1],
}
impl Sma {
/// Build an SMA of window `length` (must be >= 1).
pub fn new(length: usize) -> Self {
assert!(length >= 1, "SMA length must be >= 1");
Self { length, out: [Scalar::F64(0.0)] }
}
}
impl Node for Sma {
fn schema(&self) -> NodeSchema {
NodeSchema {
inputs: vec![InputSpec {
kind: ScalarKind::F64,
lookback: self.length,
firing: Firing::Any,
}],
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; // not yet warmed up
}
let mut sum = 0.0;
for k in 0..self.length {
sum += w[k]; // index 0 = newest (financial indexing)
}
self.out[0] = Scalar::F64(sum / self.length as f64);
Some(&self.out)
}
}
#[cfg(test)]
mod tests {
use super::*;
use aura_core::{AnyColumn, Timestamp};
#[test]
fn sma_warms_up_then_tracks_the_window_mean() {
let mut sma = Sma::new(3);
let schema = sma.schema();
// size the input column from the schema, as the engine will at wiring
let mut inputs = vec![AnyColumn::with_capacity(
schema.inputs[0].kind,
schema.inputs[0].lookback,
)];
let feed = [1.0_f64, 2.0, 3.0, 4.0, 5.0];
// means of [1,2,3], [2,3,4], [3,4,5] once warmed up
let expect = [None, None, Some(2.0), Some(3.0), Some(4.0)];
for (v, want) in feed.iter().zip(expect) {
inputs[0].push(Scalar::F64(*v)).unwrap();
let got = sma.eval(Ctx::new(&inputs, Timestamp(0)));
match want {
None => assert_eq!(got, None),
Some(m) => assert_eq!(got, Some([Scalar::F64(m)].as_slice())),
}
}
}
#[test]
fn sma_length_one_is_identity() {
let mut sma = Sma::new(1);
let mut inputs = vec![AnyColumn::with_capacity(ScalarKind::F64, 1)];
inputs[0].push(Scalar::F64(7.0)).unwrap();
assert_eq!(sma.eval(Ctx::new(&inputs, Timestamp(0))), Some([Scalar::F64(7.0)].as_slice()));
inputs[0].push(Scalar::F64(9.0)).unwrap();
assert_eq!(sma.eval(Ctx::new(&inputs, Timestamp(0))), Some([Scalar::F64(9.0)].as_slice()));
}
}