Files
Aura/crates/aura-std/src/lib.rs
T
Brummel ae1d4564f5 feat(aura-std): EMA node (SMA-seeded, O(1) per cycle)
Add Ema, the std-lib's first recursive/stateful producer: exponential moving average with alpha = 2/(length+1). The building block MACD (and DEMA, MACD-histogram, etc.) needs, and a worked example of a node whose param sizes its math, not its input window.

Seeding is ratified as SMA-seeded (ta-lib convention): the EMA stays silent until it has seen length samples, seeds with their SMA, then runs the recurrence. Chosen over a first-value seed for three substantive reasons -- warm-up consistency with Sma (both emit None until length samples), parity with the EMA traders expect (ta-lib MACD seeds this way), and statistical honesty (no average claimed from a single observation). A first-value seed was the proof-of-concept convenience; rejected.

Performance: recursive state means lookback = 1 (length sizes alpha, not the window); eval is O(1) time and state via ema += alpha*(x - ema), with no hot-path allocation (the output buffer is reused).

Tested: warm-up-then-smooth (a step input separates it from a plain SMA), length-1 identity, label, and factory/schema agreement.
2026-06-07 23:20:25 +02:00

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Rust

//! `aura-std` — the standard node library shipped with the engine.
//!
//! The universal, batteries-included building blocks every project gets for
//! free: common indicators (SMA, ATR, RSI, …), resamplers, the `SessionNode`,
//! standard combinators, and broker nodes (the sim-optimal broker + realistic
//! broker profiles). Depends only on `aura-core` (the shared contract).
//!
//! This is the top tier of the three-tier node-reuse model (contract C16):
//!
//! - `aura-std` — universal blocks, here, ship with the engine;
//! - shared node crates — cross-project-reusable blocks, in their own repos,
//! pulled in as cargo git dependencies;
//! - project-local `nodes/` — experimental, project-specific blocks.
//!
//! The first block lands with the walking skeleton: [`Sma`], the simple moving
//! average — a worked producer node proving the `aura-core` `Node` contract.
mod add;
mod ema;
mod exposure;
mod lincomb;
mod recorder;
mod sim_broker;
mod sma;
mod sub;
pub use add::Add;
pub use ema::Ema;
pub use exposure::Exposure;
pub use lincomb::LinComb;
pub use recorder::Recorder;
pub use sim_broker::SimBroker;
pub use sma::Sma;
pub use sub::Sub;