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@general-liquidity/sharpearena

v0.31.0

Published

A deterministic point-in-time evaluation sandbox and reinforcement-learning environment for trading agents, backed by SharpeArena's Rust engine compiled to WebAssembly.

Readme

@general-liquidity/sharpearena

A typed Node and Bun API for SharpeArena's deterministic point-in-time evaluation sandbox, including baselines, replay, synthetic data, stress scenarios, walk-forward windows, and regime tags. The package loads the same Rust engine compiled to WebAssembly and refuses a wrapper/engine SPEC_HASH mismatch at startup.

This package is built as CommonJS for Node 18 or newer. Browser execution is not a supported distribution target.

The API provides a point-in-time market model, not process containment. JavaScript called by the host has the host's permissions.

Install

npm install @general-liquidity/sharpearena

Run a baseline

import { runBaseline } from "@general-liquidity/sharpearena";

const run = runBaseline({
  agent: "momentum",
  dataset: { synthetic: { n_symbols: 4, n_days: 120, seed: 1 } },
  seed: 7,
});

console.log(run.returns.length, run.cost);

Named agents are buy_and_hold, hold, momentum, and random.

Replay decisions

import { replayRun } from "@general-liquidity/sharpearena";

const replayed = replayRun(dataset, trajectory, costs);

replayRun recomputes returns from the trajectory's decisions, window, and seed using the supplied dataset and cost model. It does not use DecisionStep.step or observation_id as engine inputs. Bind those metadata fields and the expected run geometry separately when the trajectory is an evidence artifact.

API

| Export | Purpose | |---|---| | runBaseline(config) | Run one named in-process baseline. | | replayRun(dataset, trajectory, costs?) | Recompute a captured decision trajectory. | | datasetSynthetic(params?) | Build a deterministic synthetic panel. | | generateScenario(input?) | Draw one level of a procedural scenario family. | | stressSuite(seed?) | Return the named adversarial stress scenarios. | | walkForward(params) | Generate walk-forward out-of-sample windows; they overlap when step < test. | | tagRegime(dataset, window) | Classify a window as bull, bear, or chop. | | SPEC_HASH, checkSpecHash(engineHash) | Inspect or verify wrapper/engine compatibility. |

The package also exports the TypeScript wire and engine types, including MarketObservation, Decision, DecisionCost, Run, RunTrajectory, Dataset, ScenarioSpec, Window, and CostModel.

The package entry point is the only import path. The bundled WebAssembly kernel under pkg/ is not a public subpath: importing it directly would skip the SPEC_HASH handshake that runs when this module loads, so Node refuses it with ERR_PACKAGE_PATH_NOT_EXPORTED. Every kernel export is reachable through the table above.

Links

License

MIT OR Apache-2.0