pomelo-audit 0.6.0

Read-only data-quality audit of a pomelo data-layout tree: coverage, calendar gaps, adjustment sanity, survivorship, NaN density, filing-date lag, index membership.
Documentation

citrusquant engine

CI docs yuzu-core lemon-lang license

The open-source Rust backtest + strategy engine behind citrusquant — the yuzu backtest core, the pomelo data-engineering layer, and the lemon strategy DSL. Pure, I/O-free math: (strategy spec JSON, data panels) -> Report. It compiles to both native (batch backtests via Rayon) and WASM (browser/Worker).

Top-level entry (in the yuzu-core crate):

yuzu_core::run_backtest(spec_json, ctx, price_key, cfg) -> Result<Report, EngineError>
// ctx: &EvalContext (numeric panels keyed by series name + a symbol→industry map)

Architecture, DSL vocabulary, NAV model, metric conventions, and the Report JSON contract live in docs/backtest-engine.md. Bring-your-own data (on-disk tree, CSV columns, series names): docs/data-layout.md. FMP Starter-tier gaps (which features need which panels): docs/fmp-data-source.md.

Crate families

The workspace is organized into three crate families:

  • yuzu — the backtest engine and the product apps around it (CLI/server/wasm/py).
  • pomelo — data engineering: native I/O, storage backends, data sync, quality audit.
  • lemon — the strategy language and its tooling.

The library crates are published so you can link them from your own service — e.g. pomelo-fmp::sync_into + pomelo-s3 for a data-sync service, or yuzu-core + pomelo-data for a backtest service (yuzu-server is the reference implementation). It's a layered stack — pomelo-* → yuzu-core → lemon — not parallel silos.

Published crates

Crate Description
yuzu-core Pure, I/O-free backtest engine core.
pomelo-data Native I/O: gzip CSV price/fundamental files → panels.
pomelo-s3 S3-compatible ObjectSource/ObjectSink for pomelo-data.
pomelo-audit Read-only data-quality audit of a data-layout tree (yuzu-cli data-audit).
pomelo-fmp Bring-your-own-key FMP data sync + snapshot-factor formulas; writes to local disk or S3/R2.
lemon-lang The lemon strategy DSL (imported as lemon).

Python: crates/yuzu-py binds the engine + DSL for Python (pip install ./crates/yuzu-py, module yuzu) — see crates/yuzu-py/README.md.

The wasm/cli/server crates are not published.

Build

cargo build --workspace

WASM

The two wasm crates build to a repo-local dist/ by default:

bash scripts/build-yuzu-wasm.sh    # -> dist/yuzu   (yuzu-core backtest boundary)
bash scripts/build-lemon-wasm.sh   # -> dist/lemon  (lemon parse/format + editor services)

Override the output directory with OUT:

OUT=/path/to/pkg bash scripts/build-yuzu-wasm.sh

(Requires wasm-pack.)

Editor tooling

The lemon DSL ships with editor support driven by the same op catalog as the parser and JSON schema, so highlighting, hover, and completions never drift from the language:

  • Language server — lemon-lsp, a tower-lsp server over stdio providing hover (op signatures + descriptions), completion (op names, keyword arguments, let-bound names, known series), and live diagnostics sourced from the DSL linter (parse errors, unused lets, and — when the engine's series list is supplied via initializationOptions.series — unknown-series warnings with did-you-mean suggestions). The intelligence is a pure, I/O-free lemon::services module; the binary is a thin shim.

    cargo install --path crates/lemon-lsp

  • VS Code extension — a TextMate grammar plus a client for lemon-lsp, under editors/vscode.

  • In-browser editor — the same lemon::services core is exported through lemon-wasm (diagnostics / hover / completions) for the web editor.

Test

cargo test

Coverage

# one-time: rustup component add llvm-tools-preview && cargo install cargo-llvm-cov
cargo llvm-cov --summary-only

The cargo llvm-cov run also executes the test suite, so it doubles as the test step.

Contributing

See CONTRIBUTING.md.

License

MIT — see LICENSE.