# Run Registry — Iteration 3 (CLI persistence + read surface) — Implementation Plan > **Parent spec:** `docs/specs/0029-run-registry-sweep-family.md` > > **For agentic workers:** REQUIRED SUB-SKILL: use the `implement` skill to run > this plan. Steps use `- [ ]` checkboxes for tracking. **Goal:** Wire `aura-registry` into the CLI: `aura sweep` persists each point's `RunReport` to `runs/runs.jsonl`; `aura runs list` prints every stored record; `aura runs rank ` prints them best-first; with process-level goldens. **Architecture:** `sweep_report` is split — a production `sweep_family() -> SweepFamily` (the pure run) and a `#[cfg(test)] sweep_report() -> String` renderer kept for the in-bin tests. The `["sweep"]` arm becomes `run_sweep`, which persists each point via `default_registry()` and prints it. Two new arms, `["runs","list"]` and `["runs","rank", metric]`, read the registry back (typed, via serde) and print via `RunReport::to_json`. Process tests run the binary in a temp cwd so persistence never dirties the repo; `/runs/` is git-ignored as a backstop. **Tech Stack:** `aura-cli`, `aura-registry` (Registry, rank_by). --- **Files this plan creates or modifies:** - Modify: `.gitignore` — ignore `/runs/` - Modify: `crates/aura-cli/Cargo.toml:12-15` — add the `aura-registry` dependency - Modify: `crates/aura-cli/src/main.rs:12-15` — import `SweepFamily` + `aura_registry::{rank_by, Registry}` - Modify: `crates/aura-cli/src/main.rs:225-271` — split `sweep_report` into `sweep_family` + `#[cfg(test)] sweep_report`; add `default_registry`/`run_sweep`/`runs_list`/`runs_rank`/`load_runs_or_exit` - Modify: `crates/aura-cli/src/main.rs:429` — extend `USAGE` - Modify: `crates/aura-cli/src/main.rs:440` — replace the `["sweep"]` arm + add `runs` arms - Test: `crates/aura-cli/tests/cli_run.rs` — temp-cwd helper, update the sweep golden, add the runs-flow / empty / strictness tests --- ### Task 1: Prep — git-ignore `/runs/` and add the registry dependency **Files:** - Modify: `.gitignore` - Modify: `crates/aura-cli/Cargo.toml:12-15` - [ ] **Step 1: Ignore the default registry path** In `.gitignore`, append: ``` # `aura sweep` persists run records to ./runs/runs.jsonl by default; that store # is local run telemetry, not a repo artifact. /runs/ ``` - [ ] **Step 2: Add the aura-registry dependency** In `crates/aura-cli/Cargo.toml`, replace the `[dependencies]` block (lines 12-15): ```toml [dependencies] aura-core = { path = "../aura-core" } aura-engine = { path = "../aura-engine" } aura-std = { path = "../aura-std" } ``` with: ```toml [dependencies] aura-core = { path = "../aura-core" } aura-engine = { path = "../aura-engine" } aura-registry = { path = "../aura-registry" } aura-std = { path = "../aura-std" } ``` - [ ] **Step 3: Verify the workspace still builds** Run: `cargo build --workspace` Expected: builds green, exit 0 (the new dependency is not yet used — that is fine; `unused_crate_dependencies` is allow-by-default). --- ### Task 2: CLI wiring — persist on sweep, list + rank subcommands (RED-first) **Files:** - Modify: `crates/aura-cli/tests/cli_run.rs` - Modify: `crates/aura-cli/src/main.rs` - [ ] **Step 1: Write the failing process tests** In `crates/aura-cli/tests/cli_run.rs`, add the temp-cwd helper just after the `BIN` constant (line 8): ```rust /// A fresh, unique working directory for a process test that persists run /// records (so `aura sweep`'s `./runs/runs.jsonl` never dirties the repo). /// Unique per test + per process; no external tempfile dependency. fn temp_cwd(name: &str) -> std::path::PathBuf { let dir = std::env::temp_dir().join(format!("aura-cli-{}-{}", std::process::id(), name)); let _ = std::fs::remove_dir_all(&dir); std::fs::create_dir_all(&dir).expect("create temp cwd"); dir } ``` Then replace `sweep_prints_four_json_lines_and_exits_zero` (the body up to and including its closing `}`) — it must now run in a temp cwd, since `aura sweep` persists: ```rust #[test] fn sweep_prints_four_json_lines_and_exits_zero() { let cwd = temp_cwd("sweep4"); let out = Command::new(BIN).arg("sweep").current_dir(&cwd).output().expect("spawn aura sweep"); assert!(out.status.success(), "exit status: {:?}", out.status); let stdout = String::from_utf8(out.stdout).expect("utf-8 stdout"); assert_eq!(stdout.lines().count(), 4, "stdout was: {stdout:?}"); let first = stdout.lines().next().unwrap(); // each line is a full RunReport; commit is the real git HEAD (volatile), so // pin the first odometer point's manifest params, not the commit value. assert!(first.starts_with("{\"manifest\":{\"commit\":\""), "got: {stdout}"); assert!( first.contains("\"params\":{\"sma_cross.fast\":2,\"sma_cross.slow\":4,\"scale\":0.5}"), "got: {stdout}" ); let _ = std::fs::remove_dir_all(&cwd); } ``` Then add the new tests at the end of the file: ```rust #[test] fn runs_list_and_rank_across_invocations() { let cwd = temp_cwd("runs-flow"); // two sweeps accumulate 8 records over time for _ in 0..2 { let out = Command::new(BIN).arg("sweep").current_dir(&cwd).output().expect("spawn sweep"); assert!(out.status.success(), "sweep exit: {:?}", out.status); } // `runs list` shows all 8 stored records let list = Command::new(BIN).args(["runs", "list"]).current_dir(&cwd).output().expect("spawn list"); assert!(list.status.success(), "list exit: {:?}", list.status); let list_out = String::from_utf8(list.stdout).expect("utf-8"); assert_eq!(list_out.lines().count(), 8, "list: {list_out:?}"); assert!(list_out.lines().all(|l| l.starts_with("{\"manifest\":{")), "list shape: {list_out:?}"); // `runs rank total_pips`: 8 lines, highest total_pips first let rank = Command::new(BIN).args(["runs", "rank", "total_pips"]).current_dir(&cwd).output().expect("spawn rank"); assert!(rank.status.success(), "rank exit: {:?}", rank.status); let rank_out = String::from_utf8(rank.stdout).expect("utf-8"); assert_eq!(rank_out.lines().count(), 8, "rank: {rank_out:?}"); let pips: Vec = rank_out .lines() .map(|l| { let key = "\"total_pips\":"; let start = l.find(key).expect("line has total_pips") + key.len(); let tail = &l[start..]; let end = tail.find([',', '}']).expect("token end"); tail[..end].parse().expect("total_pips is an f64") }) .collect(); assert!(pips.windows(2).all(|w| w[0] >= w[1]), "rank not descending: {pips:?}"); // unknown metric is a usage error let bogus = Command::new(BIN).args(["runs", "rank", "bogus"]).current_dir(&cwd).output().expect("spawn bogus"); assert_eq!(bogus.status.code(), Some(2), "bogus exit: {:?}", bogus.status); let _ = std::fs::remove_dir_all(&cwd); } #[test] fn runs_list_on_empty_registry_is_zero_lines_exit_zero() { let cwd = temp_cwd("runs-empty"); let out = Command::new(BIN).args(["runs", "list"]).current_dir(&cwd).output().expect("spawn list"); assert!(out.status.success(), "list exit: {:?}", out.status); assert_eq!(out.stdout.len(), 0, "expected no output, got: {:?}", out.stdout); let _ = std::fs::remove_dir_all(&cwd); } #[test] fn runs_bare_subcommand_is_strict_and_exits_two() { // `aura runs` with no/unknown sub-subcommand is a usage error (#16 strict). let out = Command::new(BIN).arg("runs").output().expect("spawn aura runs"); assert_eq!(out.status.code(), Some(2), "exit status: {:?}", out.status); } ``` - [ ] **Step 2: Run the new tests to verify they fail** Run: `cargo test -p aura-cli --test cli_run runs_` Expected: FAIL — `runs_list_and_rank_across_invocations` and `runs_list_on_empty_registry_is_zero_lines_exit_zero` fail because the current binary has no `runs` arm, so `aura runs list` falls through to the usage-error path and exits 2 (the success/line-count assertions fail). (`runs_bare_subcommand_is_strict_and_exits_two` already passes — `aura runs` is already a usage error today.) - [ ] **Step 3: Add the imports** In `crates/aura-cli/src/main.rs`, replace the import block (lines 12-15): ```rust use aura_engine::{ f64_field, summarize, sweep, BlueprintNode, Composite, Edge, FlatGraph, GridSpace, Harness, OutField, ParamAlias, Role, RunManifest, RunReport, SourceSpec, Target, }; use aura_std::{Ema, Exposure, Recorder, SimBroker, Sma, Sub}; ``` with (add `SweepFamily` to the engine list; add the registry import): ```rust use aura_engine::{ f64_field, summarize, sweep, BlueprintNode, Composite, Edge, FlatGraph, GridSpace, Harness, OutField, ParamAlias, Role, RunManifest, RunReport, SourceSpec, SweepFamily, Target, }; use aura_registry::{rank_by, Registry}; use aura_std::{Ema, Exposure, Recorder, SimBroker, Sma, Sub}; ``` - [ ] **Step 4: Split `sweep_report` into `sweep_family` + a test renderer** In `crates/aura-cli/src/main.rs`, replace the whole `sweep_report` function (from `fn sweep_report() -> String {` at line 225 through its closing `}` at line 271 — keep the doc comment at line 224 above it): ```rust fn sweep_report() -> String { let space = sample_blueprint_with_sinks().0.param_space(); let grid = GridSpace::new( &space, vec![ vec![Scalar::I64(2), Scalar::I64(3)], // fast ∈ {2, 3} vec![Scalar::I64(4), Scalar::I64(5)], // slow ∈ {4, 5} vec![Scalar::F64(0.5)], // scale ∈ {0.5} ], ) .expect("the built-in grid matches the sample param-space"); let family = sweep(&grid, |point| { let (bp, rx_eq, rx_ex) = sample_blueprint_with_sinks(); let mut h = bp .bootstrap_with_params(point.to_vec()) .expect("grid points are kind-checked against param_space"); let prices = synthetic_prices(); let window = ( prices.first().expect("non-empty stream").0, prices.last().expect("non-empty stream").0, ); h.run(vec![prices]); let equity = f64_field(&rx_eq.try_iter().collect::>(), 0); let exposure = f64_field(&rx_ex.try_iter().collect::>(), 0); let params = space .iter() .zip(point) .map(|(ps, v)| (ps.name.clone(), scalar_as_param_f64(v))) .collect(); RunReport { manifest: RunManifest { commit: option_env!("AURA_COMMIT").unwrap_or("unknown").to_string(), params, window, seed: 0, broker: "sim-optimal(pip_size=0.0001)".to_string(), }, metrics: summarize(&equity, &exposure), } }); let mut out = String::new(); for pt in &family.points { out.push_str(&pt.report.to_json()); out.push('\n'); } out } ``` with (the run becomes the production `sweep_family`; the renderer stays as a `#[cfg(test)]` helper so it is not dead code in a normal build): ```rust fn sweep_family() -> SweepFamily { let space = sample_blueprint_with_sinks().0.param_space(); let grid = GridSpace::new( &space, vec![ vec![Scalar::I64(2), Scalar::I64(3)], // fast ∈ {2, 3} vec![Scalar::I64(4), Scalar::I64(5)], // slow ∈ {4, 5} vec![Scalar::F64(0.5)], // scale ∈ {0.5} ], ) .expect("the built-in grid matches the sample param-space"); sweep(&grid, |point| { let (bp, rx_eq, rx_ex) = sample_blueprint_with_sinks(); let mut h = bp .bootstrap_with_params(point.to_vec()) .expect("grid points are kind-checked against param_space"); let prices = synthetic_prices(); let window = ( prices.first().expect("non-empty stream").0, prices.last().expect("non-empty stream").0, ); h.run(vec![prices]); let equity = f64_field(&rx_eq.try_iter().collect::>(), 0); let exposure = f64_field(&rx_ex.try_iter().collect::>(), 0); let params = space .iter() .zip(point) .map(|(ps, v)| (ps.name.clone(), scalar_as_param_f64(v))) .collect(); RunReport { manifest: RunManifest { commit: option_env!("AURA_COMMIT").unwrap_or("unknown").to_string(), params, window, seed: 0, broker: "sim-optimal(pip_size=0.0001)".to_string(), }, metrics: summarize(&equity, &exposure), } }) } /// Render a sweep family as one `RunReport` JSON line per point. Test helper: /// production (`run_sweep`) renders *and* persists per point. #[cfg(test)] fn sweep_report() -> String { let mut out = String::new(); for pt in &sweep_family().points { out.push_str(&pt.report.to_json()); out.push('\n'); } out } /// The default run registry: an append-only JSONL store under the current /// working directory. (A project-configured runs-dir via `Aura.toml` is a later /// refinement.) fn default_registry() -> Registry { Registry::open("runs/runs.jsonl") } /// `aura sweep`: run the built-in sweep, persist each point's `RunReport` to the /// registry (the run record, queryable over time — C18), and print each as one /// JSON line. fn run_sweep() { let reg = default_registry(); for pt in &sweep_family().points { if let Err(e) = reg.append(&pt.report) { eprintln!("aura: {e}"); std::process::exit(2); } println!("{}", pt.report.to_json()); } } /// `aura runs list`: print every stored run record, in store (over-time) order. fn runs_list() { for report in &load_runs_or_exit() { println!("{}", report.to_json()); } } /// `aura runs rank `: print the stored runs best-first by `metric`. fn runs_rank(metric: &str) { match rank_by(load_runs_or_exit(), metric) { Ok(ranked) => { for report in &ranked { println!("{}", report.to_json()); } } Err(e) => { eprintln!("aura: {e}"); std::process::exit(2); } } } /// Load the registry or exit 2 with the error. A missing registry loads empty. fn load_runs_or_exit() -> Vec { default_registry().load().unwrap_or_else(|e| { eprintln!("aura: {e}"); std::process::exit(2); }) } ``` - [ ] **Step 5: Extend USAGE and the dispatch arms** In `crates/aura-cli/src/main.rs`, replace the `USAGE` constant (line 429): ```rust const USAGE: &str = "usage: aura run [--macd] | aura graph | aura sweep"; ``` with: ```rust const USAGE: &str = "usage: aura run [--macd] | aura graph | aura sweep | aura runs list | aura runs rank "; ``` Then replace the `["sweep"]` dispatch arm (line 440): ```rust ["sweep"] => print!("{}", sweep_report()), ``` with: ```rust ["sweep"] => run_sweep(), ["runs", "list"] => runs_list(), ["runs", "rank", metric] => runs_rank(metric), ``` - [ ] **Step 6: Run the new tests to verify they pass** Run: `cargo test -p aura-cli --test cli_run runs_` Expected: PASS — `runs_list_and_rank_across_invocations`, `runs_list_on_empty_registry_is_zero_lines_exit_zero`, and `runs_bare_subcommand_is_strict_and_exits_two` all green. - [ ] **Step 7: Full workspace gate** Run: `cargo test --workspace` Expected: PASS — all crates green, including the updated `aura sweep` golden and the in-bin `sweep_report_*` tests (still calling the `#[cfg(test)] sweep_report`). Run: `cargo clippy --workspace --all-targets -- -D warnings` Expected: no warnings (no dead `sweep_report`; no unused imports).