import { v4 as uuidv4 } from "uuid"; import { traceable } from "../traceable.js"; /** * Wraps an evaluator function + implements the RunEvaluator interface. */ export class DynamicRunEvaluator { constructor(evaluator) { Object.defineProperty(this, "func", { enumerable: true, configurable: true, writable: true, value: void 0 }); this.func = ((input) => { const { run, example } = input.langSmithRunAndExample; return evaluator(run, example); }); } isEvaluationResults(x) { return (typeof x === "object" && x != null && "results" in x && Array.isArray(x.results) && x.results.length > 0); } coerceEvaluationResults(results, sourceRunId) { if (this.isEvaluationResults(results)) { return { results: results.results.map((r) => this.coerceEvaluationResult(r, sourceRunId, false)), }; } return this.coerceEvaluationResult(results, sourceRunId, true); } coerceEvaluationResult(result, sourceRunId, allowNoKey = false) { if ("key" in result) { if (!result.sourceRunId) { result.sourceRunId = sourceRunId; } return result; } if (!("key" in result)) { if (allowNoKey) { result["key"] = this.func.name; } } return { sourceRunId, ...result, }; } /** * Evaluates a run with an optional example and returns the evaluation result. * @param run The run to evaluate. * @param example The optional example to use for evaluation. * @returns A promise that extracts to the evaluation result. */ async evaluateRun(run, example, options) { const sourceRunId = uuidv4(); const metadata = { targetRunId: run.id, }; if ("session_id" in run) { metadata["experiment"] = run.session_id; } if (typeof this.func !== "function") { throw new Error("Target must be runnable function"); } const wrappedTraceableFunc = traceable(this.func, { project_name: "evaluators", name: "evaluator", id: sourceRunId, ...options, }); const result = (await wrappedTraceableFunc( // Pass data via `langSmithRunAndExample` key to avoid conflicts with other // inputs. This key is extracted in the wrapped function, with `run` and // `example` passed to evaluator function as arguments. { langSmithRunAndExample: { run, example } }, { metadata })); // Check the one required property of EvaluationResult since 'instanceof' is not possible if ("key" in result) { if (!result.sourceRunId) { result.sourceRunId = sourceRunId; } return result; } if (typeof result !== "object") { throw new Error("Evaluator function must return an object."); } return this.coerceEvaluationResults(result, sourceRunId); } } export function runEvaluator(func) { return new DynamicRunEvaluator(func); }