spec: 0011 data-server M1 ingestion at the one merge boundary
First real data source (refs #7, Walking-skeleton milestone). A new `aura-ingest` crate pulls data-server as a cargo git dependency, transposes its AoS M1Parsed records into SoA base columns (C7), normalizes Unix-ms to canonical epoch-ns at the one ingestion boundary (C3), and feeds the existing k-way merge a real close-price stream so a backtest runs over real bars (C1). Decisions captured: - Eager materialization (not a lazy/shared Source abstraction): C12's cross-sim Arc<[T]> sharing has no consumer until the multi-sim orchestration cycle, so building it now would be speculative infra; deferred, transpose logic carries over. - aura-ingest is the external-dependency firewall: data-server transitively pulls chrono+regex+zip; isolating it in its own crate keeps core/std/engine zero-external-dep. cargo test --workspace now needs a populated cargo cache. - Scope: boundary + tests only, no aura run CLI arg surface (would force the unsettled #16 arg-parse decision); M1 first, tick deferred. grounding-check returned BLOCK on the single load-bearing external assumption (the data-server public API) — structurally unratifiable by an aura-side test because data-server is brand-new this cycle; all 9 aura-internal assumptions were ratified by named green tests. Overridden after verifying data-server's API against its actual source (lib.rs DataServer::new/has_symbol/ stream_m1_windowed/next_chunk/DEFAULT_DATA_PATH; records.rs M1Parsed fields, types, Copy), per the agent's documented override path. User-approved.
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# data-server M1 ingestion at the one merge boundary — Design Spec
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**Date:** 2026-06-04
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**Status:** Draft — awaiting user spec review
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**Authors:** orchestrator + Claude
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## Goal
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Replace hand-built synthetic price streams with aura's first **real** data source.
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This cycle ships the **ingestion boundary** (C3): a new `aura-ingest` crate that
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pulls `data-server` as a cargo git dependency, transposes its Array-of-Structs
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`M1Parsed` records into aura's Structure-of-Arrays base columns (C7), normalizes
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`data-server`'s Unix-millisecond time to aura's canonical epoch-ns `Timestamp` at
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that one boundary (C3), and feeds the existing k-way merge (`Harness::run`) a real
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close-price stream — so a backtest runs over real bars, deterministically (C1).
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Scope is the **boundary plus its tests**, not a new CLI surface. The `aura run`
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CLI keeps its argument-free built-in sample harness (cycle 0010); wiring a
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`--symbol/--from/--to` invocation surface is a deliberate follow-up cycle, kept
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out of this one because it would force the still-unsettled `aura run` arg-parse
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strictness (issue #16) and a date-format surface before the boundary itself is
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proven. M1 is the format shipped here; tick (ask/bid) is a natural extension of
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the same transpose, deferred to a follow-up.
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## Architecture
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`data-server` (`~/dev/libs/data-server`, Gitea `Brummel/data-server`) is a
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standalone loader/cache for Pepperstone binary M1/tick files. It yields parsed
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records lock-free as `Arc<[T]>` chunks in chronological order, with `time_ms: i64`
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(Unix-ms). aura's engine consumes **materialized** ascending source streams
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`Vec<Vec<(Timestamp, Scalar)>>` and performs the one k-way merge inside
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`Harness::run` (cycle 0004). The ingestion boundary bridges the two.
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**Eager materialization** (decided this cycle): the boundary drains a
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`data-server` window into owned SoA columns and hands the engine the stream shape
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it already consumes. No engine API change. C12's *cross-sim* zero-copy `Arc<[T]>`
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sharing is **not** realized here — it has no consumer yet (the multi-sim
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orchestration axes are unbuilt), so building a lazy/shared `Source` abstraction
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now would be speculative infra for an absent consumer. It is deferred to the
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orchestration cycle that actually shares one dataset across many harnesses; the
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transpose logic written here carries over to that layer unchanged.
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**`aura-ingest` is the external-dependency firewall.** The aura workspace is
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zero-external-dependency by deep design (the hand-rolled JSON in
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`aura-engine::report` exists precisely to keep it so). `data-server` transitively
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pulls `chrono`, `regex`, and `zip` — the one sanctioned external dependency
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(INDEX.md, External components; this issue). Isolating it in its **own** crate
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keeps `aura-core` / `aura-std` / `aura-engine` — the hot path and the frozen
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deploy artifact (C8/C6: deploy replays *recorded* streams, never re-ingests) —
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external-dependency-free. This is the substantive reason the boundary is a
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dedicated crate rather than a feature-gated dep on `aura-engine`: the crate edge
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*is* the firewall.
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**Offline-build consequence.** With `aura-ingest` a workspace member,
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`cargo build/test --workspace` now requires `data-server` to be fetchable or
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already in the cargo cache (one Gitea fetch over LAN, then cached). The previous
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"workspace compiles with no network" invariant becomes "compiles from a populated
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cargo cache"; this is the accepted cost of the first real data source, and the
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firewall confines the transitive external tree to this one crate's build.
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## Concrete code shapes
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### Delivered code — the boundary the cycle ships
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```rust
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// crates/aura-ingest/src/lib.rs
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use aura_core::{Scalar, Timestamp};
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use data_server::records::M1Parsed;
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/// Normalize data-server's Unix-millisecond time to aura's canonical epoch-ns
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/// `Timestamp` — the single unit normalization of C3, performed at the one
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/// ingestion boundary and nowhere else. `ms * 1_000_000`; the i64 range covers
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/// all market data through year ~2262 (well beyond any Pepperstone file).
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pub fn unix_ms_to_epoch_ns(time_ms: i64) -> Timestamp {
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Timestamp(time_ms * 1_000_000)
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}
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/// One M1 window transposed Array-of-Structs -> Structure-of-Arrays (C7): the
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/// OHLCV bar as a bundle of base columns, with time already normalized to
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/// epoch-ns. `volume` is the one i64 column; the price/spread columns are f64.
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/// All columns share an index: `ts[i]` is the timestamp of `close[i]`, etc.
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pub struct M1Columns {
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pub ts: Vec<Timestamp>, // normalized epoch-ns, ascending (data-server is chronological)
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pub open: Vec<f64>,
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pub high: Vec<f64>,
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pub low: Vec<f64>,
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pub close: Vec<f64>,
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pub spread: Vec<f64>,
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pub volume: Vec<i64>,
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}
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/// Transpose data-server's AoS M1 records into aura's SoA columns (C7),
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/// normalizing time at the boundary (C3). Pure: identical bars yield identical
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/// columns (C1) — it reads no clock and no external state.
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pub fn transpose_m1(bars: &[M1Parsed]) -> M1Columns {
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let mut c = M1Columns::with_capacity(bars.len());
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for b in bars {
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c.ts.push(unix_ms_to_epoch_ns(b.time_ms));
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c.open.push(b.open);
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c.high.push(b.high);
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c.low.push(b.low);
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c.close.push(b.close);
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c.spread.push(b.spread);
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c.volume.push(b.volume);
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}
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c
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}
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impl M1Columns {
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/// The close column as an engine source stream: each normalized timestamp
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/// zipped with its close as a `Scalar::F64`. Ascending in timestamp iff the
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/// bars were (the C3 ingestion precondition `Harness::run` relies on). This
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/// is the price input the sample SMA-cross strategy consumes; a project that
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/// wants other fields reads the public columns directly and zips its own.
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pub fn close_stream(&self) -> Vec<(Timestamp, Scalar)> {
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self.ts.iter().zip(&self.close).map(|(&t, &v)| (t, Scalar::F64(v))).collect()
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}
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}
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```
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```rust
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// crates/aura-ingest/src/lib.rs (data-server adapter)
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use std::sync::Arc;
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use data_server::DataServer;
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/// Drain a data-server M1 window into transposed SoA columns. Reads the
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/// chronological chunk iterator to exhaustion into one AoS buffer, then
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/// transposes once at the boundary (C3 — one merge point, not per chunk).
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/// `None` if the symbol has no data in `[from_ms, to_ms]` (data-server's own
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/// `None`); the inclusive Unix-ms window bounds are data-server's contract.
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pub fn load_m1_window(
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server: &Arc<DataServer>,
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symbol: &str,
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from_ms: i64,
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to_ms: i64,
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) -> Option<M1Columns> {
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let mut it = server.stream_m1_windowed(symbol, Some(from_ms), Some(to_ms))?;
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let mut bars: Vec<M1Parsed> = Vec::new();
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while let Some(chunk) = it.next_chunk() {
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bars.extend_from_slice(&chunk); // M1Parsed: Copy; Arc<[_]> derefs to a slice
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}
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Some(transpose_m1(&bars))
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}
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```
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### North-star slice — a real backtest over real bars (the gated integration test)
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```rust
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// crates/aura-ingest/tests/real_bars.rs (skips cleanly where local data is absent)
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use std::sync::Arc;
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use data_server::{DataServer, DEFAULT_DATA_PATH};
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use aura_ingest::load_m1_window;
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#[test]
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fn sample_strategy_runs_over_real_m1_bars_deterministically() {
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let server = Arc::new(DataServer::new(DEFAULT_DATA_PATH));
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if !server.has_symbol("AAPL.US") {
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eprintln!("skip: no local data at {DEFAULT_DATA_PATH}");
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return; // hermetic elsewhere; exercises the real path where files exist
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}
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// 2006-08 in Unix-ms (inclusive bounds; data-server skips files outside).
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let (from_ms, to_ms) = (1_154_390_400_000, 1_157_068_799_999);
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let run = || {
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let cols = load_m1_window(&server, "AAPL.US", from_ms, to_ms)
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.expect("symbol has data in window");
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let prices = cols.close_stream(); // real close bars as the source
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let report = run_sample_over(prices); // SMA-cross -> Exposure -> SimBroker -> report
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report
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};
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let r1 = run();
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assert!(r1.metrics.total_pips.is_finite()); // a backtest actually ran over real bars
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assert!(!r1.manifest_window_is_empty()); // the window carried real bars
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assert_eq!(run().to_json(), r1.to_json()); // same window -> bit-identical (C1)
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}
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```
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`run_sample_over(prices)` is a test-local helper that bootstraps the cycle-0007
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signal-quality wiring — `Sma::new(2)` / `Sma::new(4)` → `Sub` → `Exposure::new(0.5)`
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→ `SimBroker::new(0.0001)` with two shipped `aura_std::Recorder` sinks (equity on
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the broker, exposure on the `Exposure` node, price tapped into the broker) — runs
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it on the single real close stream, drains the receivers, and folds
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`aura_engine::{f64_field, summarize}` into a `RunReport` whose `window` is the
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first/last real bar timestamp. It mirrors `aura-cli`'s `sample_harness`, fed real
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prices instead of synthetic.
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### Supporting shape — workspace + crate wiring (secondary)
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```toml
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# Cargo.toml (workspace) — add the member
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members = [
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"crates/aura-core",
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"crates/aura-std",
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"crates/aura-engine",
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"crates/aura-cli",
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"crates/aura-ingest", # NEW — the ingestion boundary / external-dep firewall
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]
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```
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```toml
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# crates/aura-ingest/Cargo.toml
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[package]
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name = "aura-ingest"
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edition.workspace = true
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version.workspace = true
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license.workspace = true
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publish.workspace = true
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[dependencies]
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aura-core = { path = "../aura-core" }
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data-server = { git = "http://192.168.178.103:3000/Brummel/data-server.git", branch = "main" }
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[dev-dependencies]
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aura-engine = { path = "../aura-engine" } # the integration test bootstraps a harness + report
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aura-std = { path = "../aura-std" } # Sma / Sub / Exposure / SimBroker / Recorder
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```
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## Components
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- **`aura-ingest` crate.** The new workspace member. Production surface:
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`unix_ms_to_epoch_ns`, `M1Columns` (public SoA fields), `transpose_m1`,
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`M1Columns::close_stream`, `load_m1_window`. Production deps: `aura-core`
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(Scalar/Timestamp) + `data-server` (records + loader). No production dependency
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on `aura-engine`/`aura-std` — the boundary produces the engine's *input shape*,
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it does not wire harnesses.
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- **`transpose_m1` + `unix_ms_to_epoch_ns`.** The pure C3/C7 core: AoS→SoA and
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Unix-ms→epoch-ns. No I/O, no clock — hermetically testable on hand-built
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records.
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- **`load_m1_window`.** The thin `data-server` adapter: drains the chunk iterator
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and calls `transpose_m1` once. This is the only function that touches files /
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the cache; it is exercised only by the gated integration test.
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- **`M1Columns::close_stream`.** The adapter from a transposed column to the
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engine's `Vec<(Timestamp, Scalar)>` source-stream shape.
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## Data flow
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```
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data-server file (ZIP, Unix-ms, AoS)
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│ stream_m1_windowed(symbol, from_ms, to_ms) -> SymbolChunkIter
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▼
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Arc<[M1Parsed]> chunks (chronological)
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│ load_m1_window: drain to one AoS buffer
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▼
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&[M1Parsed]
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│ transpose_m1 ── unix_ms_to_epoch_ns (C3 normalize) ──▶ SoA columns (C7)
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▼
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M1Columns { ts: epoch-ns, open/high/low/close/spread: f64, volume: i64 }
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│ close_stream()
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▼
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Vec<(Timestamp, Scalar::F64)> ── the one real source stream ──┐
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│ │
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▼ ▼
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Harness::run(vec![stream]) ──(k-way merge, cycle 0004; one record = one cycle, C4)──▶
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SMA(2)/SMA(4) → Sub → Exposure → SimBroker → Recorder sinks
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│ drain → f64_field → summarize
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▼
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RunReport { manifest{window = first/last real bar ts}, metrics }
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```
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The merge is unchanged: the boundary delivers one ascending stream, so the k-way
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merge is a 1-way pass and each bar is one cycle in global timestamp order (C3/C4).
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Multi-stream merge (e.g. several symbols, or OHLCV-as-barrier) is already proven
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by the engine's own tests; this cycle exercises the single-real-source path.
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## Error handling
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- **Symbol/window miss.** `load_m1_window` returns `None` when `data-server`
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returns `None` (unknown symbol, or no file in the window). The integration test
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branches on `has_symbol` first and skips cleanly; a real consumer decides
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per-call.
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- **No local data files.** The integration test prints a skip note and returns
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(not a failure), so `cargo test --workspace` stays green on a machine without
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`/mnt/tickdata` — correctness lives in the hermetic unit tests, the real path is
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exercised where data exists.
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- **Timestamp range.** `time_ms * 1_000_000` cannot overflow i64 for any real
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Pepperstone timestamp (year ≤ 2262); no checked arithmetic is warranted, and a
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pathological future date is out of scope (it would be a data-server-side
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concern).
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- **Empty window.** A window that resolves to zero bars yields empty columns;
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`close_stream` yields an empty stream; `Harness::run` over an empty stream does
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nothing and `summarize` returns the documented zeros. No panic.
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## Testing strategy
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Hermetic unit tests (`crates/aura-ingest/src/lib.rs`, no files, no network):
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- `unix_ms_to_epoch_ns` maps a known Unix-ms to the right epoch-ns (e.g. the
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data-server epoch test value: `1_488_326_400_000` ms → `…000_000` ns).
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- `transpose_m1` on a hand-built `&[M1Parsed]` produces field-correct, equal-length
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SoA columns; `volume` lands as i64, prices/spread as f64; `ts` is normalized.
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- `transpose_m1` is pure: two transposes of the same bars are equal (C1 at the
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boundary).
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- `close_stream` zips ts↔close in order and preserves ascending timestamps.
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- empty input → empty columns → empty stream (the no-panic edge).
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Gated integration test (`crates/aura-ingest/tests/real_bars.rs`): the north-star
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slice above — real close bars → sample strategy → sim-optimal broker → `RunReport`,
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finite metrics, and two runs over the same window bit-identical (C1). Skips with a
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note where `/mnt/tickdata` is absent.
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Gates (profile `commands`): `cargo test --workspace`,
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`cargo clippy --workspace --all-targets -- -D warnings`,
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`RUSTDOCFLAGS="-D warnings" cargo doc --workspace --no-deps`. All must be clean,
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which now includes building `aura-ingest` and its `data-server` dependency tree.
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## Acceptance criteria
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Maps the issue's acceptance boxes to this spec:
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- [x] **data-server pulled as a cargo git dependency** — `aura-ingest/Cargo.toml`,
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git dep on the Gitea URL, `branch = "main"`.
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- [x] **M1 AoS records transposed into SoA columns at the boundary** —
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`transpose_m1` → `M1Columns`, hermetically tested.
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- [x] **time_ms (Unix-ms) normalized to epoch-ns at the boundary** —
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`unix_ms_to_epoch_ns`, tested against a known conversion.
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- [x] **The k-way merge consumes the real source; a backtest runs over real bars**
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— `close_stream` → `Harness::run` → `RunReport` in the gated integration test.
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- [x] **Determinism preserved (C1): same window → same cycle stream** — purity
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unit test + the two-run bit-identical assertion in the integration test.
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### Non-goals (this cycle)
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- No `aura run --symbol/--from/--to` CLI surface (deferred; would force issue
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#16's arg-parse decision and a date-format surface).
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- No tick (ask/bid) ingestion (deferred; same transpose shape, a follow-up).
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- No lazy/shared `Source` abstraction / `Arc<[T]>` cross-sim sharing (deferred to
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the multi-sim orchestration cycle that has a consumer for it; C12).
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- No OHLCV-barrier bundler node in the shipped path — the sample strategy consumes
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the close column; the other columns are transposed and publicly available but
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not wired into a bar-record node here.
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