@gentrace/core/dist/providers/pipeline-run.mjs.map

Core Gentrace Node.JS library

{"version":3,"file":"pipeline-run.mjs","sources":["pipeline-run.js"],"sourcesContent":["var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {\n    function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }\n    return new (P || (P = Promise))(function (resolve, reject) {\n        function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }\n        function rejected(value) { try { step(generator[\"throw\"](value)); } catch (e) { reject(e); } }\n        function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }\n        step((generator = generator.apply(thisArg, _arguments || [])).next());\n    });\n};\nvar __rest = (this && this.__rest) || function (s, e) {\n    var t = {};\n    for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p) && e.indexOf(p) < 0)\n        t[p] = s[p];\n    if (s != null && typeof Object.getOwnPropertySymbols === \"function\")\n        for (var i = 0, p = Object.getOwnPropertySymbols(s); i < p.length; i++) {\n            if (e.indexOf(p[i]) < 0 && Object.prototype.propertyIsEnumerable.call(s, p[i]))\n                t[p[i]] = s[p[i]];\n        }\n    return t;\n};\nimport _ from \"lodash\";\nimport { v4 } from \"uuid\";\nimport { V1Api } from \"../api/v1-api\";\nimport { RunRequestCollectionMethodEnum } from \"../models/run-request\";\nimport { globalGentraceApiV2, globalGentraceConfig, globalRequestBuffer, } from \"./init\";\nimport { StepRun } from \"./step-run\";\nimport { getParamNames, getTestCounter, safeJsonParse, zip } from \"./utils\";\nexport const getRun = (id) => __awaiter(void 0, void 0, void 0, function* () {\n    if (!globalGentraceApiV2) {\n        throw new Error(\"Gentrace API key not initialized. Call init() first.\");\n    }\n    const response = yield globalGentraceApiV2.v2RunsIdGet(id);\n    const run = response.data;\n    return run;\n});\nexport class PipelineRun {\n    constructor({ pipeline, context, }) {\n        this.evaluations = [];\n        this.path = [];\n        this.id = v4();\n        this.instantiationTime = new Date().toISOString();\n        this.pipeline = pipeline;\n        this.stepRuns = [];\n        this.context = context;\n    }\n    getPipeline() {\n        return this.pipeline;\n    }\n    getId() {\n        return this.id;\n    }\n    getContext() {\n        return this.context;\n    }\n    getError() {\n        return this.error;\n    }\n    setError(error) {\n        this.error = error;\n    }\n    updateContext(updatedContext) {\n        this.context = Object.assign(Object.assign({}, this.context), updatedContext);\n        return this.context;\n    }\n    addStepRunNode(stepRun) {\n        return __awaiter(this, void 0, void 0, function* () {\n            this.stepRuns.push(stepRun);\n        });\n    }\n    /**\n     * Creates a checkpoint by recording a `StepRun` instance with execution metadata and pushes it to `this.stepRuns`.\n     * If no prior `StepRun` instances exist, the elapsed time is set to 0 and the start and end times are set to the\n     * current timestamp. If it is empty, elapsed time is set to 0 and start time and end time are set to the current\n     * timestamp.\n     *\n     * @param {PRStepRunType & { inputs: any; outputs: any; }} step The information about the step to checkpoint.\n     * This includes the inputs and outputs of the step, as well as optional provider, invocation and modelParams metadata.\n     *\n     * @example\n     * const stepInfo = {\n     *   providerName: 'MyProvider',\n     *   invocation: 'doSomething',\n     *   inputs: { x: 10, y: 20 },\n     *   outputs: { result: 30 }\n     * };\n     * checkpoint(stepInfo);\n     *\n     * @returns {void} The function does not return anything.\n     *\n     * @throws {Error} If the `StepRun` constructor or any other operations throw an error, it will be propagated.\n     */\n    checkpoint(step) {\n        var _a, _b, _c, _d, _e, _f, _g, _h;\n        const lastElement = this.stepRuns[this.stepRuns.length - 1];\n        if (lastElement) {\n            const { endTime: stepStartTime } = lastElement;\n            const elapsedTime = new Date().getTime() - new Date(stepStartTime).getTime();\n            const endTimeNew = new Date().toISOString();\n            this.stepRuns.push(new StepRun((_a = step.providerName) !== null && _a !== void 0 ? _a : \"undeclared\", (_b = step.invocation) !== null && _b !== void 0 ? _b : \"undeclared\", elapsedTime, stepStartTime, endTimeNew, step.inputs, (_c = step.modelParams) !== null && _c !== void 0 ? _c : {}, step.outputs, (_d = step.context) !== null && _d !== void 0 ? _d : {}, step.error));\n        }\n        else {\n            const endTime = new Date().toISOString();\n            const elapsedTime = new Date(endTime).getTime() -\n                new Date(this.instantiationTime).getTime();\n            this.stepRuns.push(new StepRun((_e = step.providerName) !== null && _e !== void 0 ? _e : \"undeclared\", (_f = step.invocation) !== null && _f !== void 0 ? _f : \"undeclared\", elapsedTime, this.instantiationTime, endTime, step.inputs, (_g = step.modelParams) !== null && _g !== void 0 ? _g : {}, step.outputs, (_h = step.context) !== null && _h !== void 0 ? _h : {}, step.error));\n        }\n    }\n    /**\n     * Asynchronously measures the execution time of a function.\n     *\n     * @template F Function type that extends (...args: any[]) => any\n     * @param {F} func The function to be measured.\n     * @param {Parameters<F>} inputs The parameters to be passed to the function.\n     * @param {Omit<PRStepRunType, \"inputs\" | \"outputs\">} [stepInfo] Optional metadata for the function execution.\n     * @returns {Promise<ReturnType<F>>} Returns a promise that resolves to the return type of the function.\n     *\n     * @example\n     * async function foo(n: number) {\n     *   return n * 2;\n     * }\n     * const result = await measure(foo, [2]); // result will be 4\n     *\n     * The function also records a `StepRun` instance with execution metadata and pushes it to `this.stepRuns`.\n     * The recorded `StepRun` includes information such as the elapsed time, start and end time,\n     * resolved inputs, and model parameters if provided.\n     */\n    measure(func, inputs, stepInfo) {\n        var _a, _b, _c, _d, _e, _f, _g, _h;\n        return __awaiter(this, void 0, void 0, function* () {\n            const startTime = Date.now();\n            const paramNames = getParamNames(func);\n            const resolvedInputs = zip(paramNames, inputs).reduce((acc, current) => {\n                const [key, value] = current;\n                acc[key] = value;\n                return acc;\n            }, {});\n            try {\n                const returnValue = yield func(...inputs);\n                // Our server only accepts outputs as an object.\n                let modifiedOutput = returnValue;\n                if (typeof returnValue !== \"object\" || Array.isArray(returnValue)) {\n                    modifiedOutput = { value: returnValue };\n                }\n                const endTime = Date.now();\n                const elapsedTime = Math.floor(endTime - startTime);\n                this.stepRuns.push(new StepRun((_a = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.providerName) !== null && _a !== void 0 ? _a : \"undeclared\", (_b = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.invocation) !== null && _b !== void 0 ? _b : \"undeclared\", elapsedTime, new Date(startTime).toISOString(), new Date(endTime).toISOString(), resolvedInputs, (_c = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.modelParams) !== null && _c !== void 0 ? _c : {}, modifiedOutput, (_d = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.context) !== null && _d !== void 0 ? _d : {}, stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.error));\n                return returnValue;\n            }\n            catch (e) {\n                try {\n                    const endTime = Date.now();\n                    const elapsedTime = Math.floor(endTime - startTime);\n                    const errorString = e.toString();\n                    this.stepRuns.push(new StepRun((_e = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.providerName) !== null && _e !== void 0 ? _e : \"undeclared\", (_f = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.invocation) !== null && _f !== void 0 ? _f : \"undeclared\", elapsedTime, new Date(startTime).toISOString(), new Date(endTime).toISOString(), resolvedInputs, (_g = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.modelParams) !== null && _g !== void 0 ? _g : {}, {}, (_h = stepInfo === null || stepInfo === void 0 ? void 0 : stepInfo.context) !== null && _h !== void 0 ? _h : {}, errorString));\n                }\n                finally {\n                    throw e;\n                }\n            }\n        });\n    }\n    /**\n     * Adds an evaluation to the pipeline run.\n     * @param evaluation The evaluation to add.\n     */\n    addEval(evaluation) {\n        this.evaluations.push(evaluation);\n    }\n    toObject() {\n        var _a;\n        let mergedMetadata = {};\n        const updatedStepRuns = this.stepRuns.map(({ providerName: providerName, elapsedTime, startTime, endTime, invocation, modelParams, inputs, outputs, context: stepRunContext, error, }) => {\n            var _a;\n            let _b = (_a = this.context) !== null && _a !== void 0 ? _a : {}, { metadata: thisContextMetadata, previousRunId: _prPreviousRunId } = _b, restThisContext = __rest(_b, [\"metadata\", \"previousRunId\"]);\n            let _c = stepRunContext !== null && stepRunContext !== void 0 ? stepRunContext : {}, { metadata: stepRunContextMetadata, previousRunId: _srPreviousRunId } = _c, restStepRunContext = __rest(_c, [\"metadata\", \"previousRunId\"]);\n            // Merge metadata\n            mergedMetadata = Object.assign(Object.assign(Object.assign({}, mergedMetadata), thisContextMetadata), stepRunContextMetadata);\n            return {\n                providerName,\n                elapsedTime,\n                startTime,\n                endTime,\n                invocation,\n                modelParams,\n                inputs,\n                outputs,\n                context: Object.assign(Object.assign({}, restThisContext), restStepRunContext),\n                error,\n            };\n        });\n        return {\n            id: this.id,\n            slug: this.pipeline.slug,\n            metadata: mergedMetadata,\n            previousRunId: (_a = this.context) === null || _a === void 0 ? void 0 : _a.previousRunId,\n            collectionMethod: RunRequestCollectionMethodEnum.Runner,\n            stepRuns: updatedStepRuns,\n            evaluations: this.evaluations,\n            error: this.error,\n        };\n    }\n    toJson() {\n        return JSON.stringify(this.toObject(), null, 2);\n    }\n    static getRedactedRunFromJson(json, options) {\n        const selectFields = options === null || options === void 0 ? void 0 : options.selectFields;\n        const pipeline = options === null || options === void 0 ? void 0 : options.pipeline;\n        const pipelineRunObject = (typeof json === \"string\" ? safeJsonParse(json) : json);\n        if (!pipelineRunObject) {\n            return null;\n        }\n        function isSingleStepRunWhitelist(value) {\n            return typeof value !== \"function\";\n        }\n        if (selectFields) {\n            const stepRuns = pipelineRunObject.stepRuns;\n            let selectedFields;\n            if (!isSingleStepRunWhitelist(selectFields)) {\n                selectedFields = selectFields(stepRuns);\n                if (selectedFields.length !== stepRuns.length && pipeline) {\n                    pipeline.logWarn(\"The selectFields function did not return the correct number of fields.\");\n                }\n                if (selectedFields.length < stepRuns.length && pipeline) {\n                    // Fill rest with the last element\n                    const last = selectedFields[selectedFields.length - 1];\n                    selectedFields = selectedFields.concat(Array.from({ length: stepRuns.length - selectedFields.length }).map(() => last));\n                }\n            }\n            else {\n                selectedFields = Array.from({ length: stepRuns.length }).map(() => selectFields);\n            }\n            pipelineRunObject.stepRuns = stepRuns.map((stepRun, index) => {\n                const selectedFieldsForStep = selectedFields[index];\n                const updatedStepRun = Object.assign({}, stepRun);\n                if (selectedFieldsForStep) {\n                    for (const [fieldKey, selector] of Object.entries(selectedFieldsForStep)) {\n                        const fieldKeyTyped = fieldKey;\n                        const stepRunValue = updatedStepRun[fieldKeyTyped];\n                        if (!stepRunValue) {\n                            continue;\n                        }\n                        const fieldType = typeof stepRunValue;\n                        const isSelectorArray = Array.isArray(selector);\n                        const isSelectorString = typeof selector === \"string\";\n                        const isSelectorBoolean = typeof selector === \"boolean\";\n                        if (fieldType === \"object\" &&\n                            (isSelectorArray || isSelectorString)) {\n                            const newValue = {};\n                            if (isSelectorString) {\n                                const whiteListValue = _.get(stepRunValue, selector);\n                                _.set(newValue, selector, whiteListValue);\n                            }\n                            else if (isSelectorArray) {\n                                for (const key of selector) {\n                                    const whiteListValue = _.get(stepRunValue, key);\n                                    _.set(newValue, key, whiteListValue);\n                                }\n                            }\n                            // @ts-ignore\n                            updatedStepRun[fieldKeyTyped] = newValue;\n                        }\n                        else if (fieldType === \"object\" && isSelectorBoolean) {\n                            if (!selector) {\n                                // @ts-ignore\n                                updatedStepRun[fieldKeyTyped] = {};\n                            }\n                        }\n                    }\n                }\n                return updatedStepRun;\n            });\n        }\n        if (pipeline) {\n            pipeline.logInfo(\"Submitting PipelineRun to Gentrace\");\n        }\n        return pipelineRunObject;\n    }\n    static submitFromJson(json, options) {\n        var _a;\n        return __awaiter(this, void 0, void 0, function* () {\n            const pipeline = options === null || options === void 0 ? void 0 : options.pipeline;\n            const waitForServer = (_a = options === null || options === void 0 ? void 0 : options.waitForServer) !== null && _a !== void 0 ? _a : false;\n            const api = new V1Api(pipeline ? pipeline.config : globalGentraceConfig);\n            const pipelineRunObject = PipelineRun.getRedactedRunFromJson(json, {\n                waitForServer: false,\n                pipeline,\n                selectFields: options === null || options === void 0 ? void 0 : options.selectFields,\n            });\n            if (!pipelineRunObject) {\n                if (pipeline) {\n                    pipeline.logWarn(\"Invalid JSON passed to submitFromJson\");\n                }\n                return {};\n            }\n            const submission = api.v1RunPost(pipelineRunObject);\n            if (!waitForServer) {\n                globalRequestBuffer[pipelineRunObject.id] = submission;\n                submission\n                    .catch((e) => {\n                    if (pipeline) {\n                        pipeline.logWarn(e);\n                    }\n                })\n                    .then(() => {\n                    if (pipeline) {\n                        pipeline.logInfo(\"Successfully submitted PipelineRun to Gentrace\");\n                    }\n                })\n                    .finally(() => {\n                    delete globalRequestBuffer[pipelineRunObject.id];\n                });\n                const data = {\n                    pipelineRunId: pipelineRunObject.id,\n                };\n                return data;\n            }\n            try {\n                const pipelinePostResponse = yield submission;\n                if (pipeline) {\n                    pipeline.logInfo(\"Successfully submitted PipelineRun to Gentrace\");\n                }\n                return pipelinePostResponse.data;\n            }\n            catch (e) {\n                if (pipeline) {\n                    pipeline.logWarn(e);\n                }\n                throw e;\n            }\n        });\n    }\n    submit({ waitForServer, selectFields, } = { waitForServer: false }) {\n        return __awaiter(this, void 0, void 0, function* () {\n            const testCounter = getTestCounter();\n            if (testCounter > 0) {\n                const data = {\n                    pipelineRunId: this.id,\n                };\n                return data;\n            }\n            const pipelineRunObject = this.toObject();\n            const response = yield PipelineRun.submitFromJson(pipelineRunObject, {\n                waitForServer,\n                pipeline: this.pipeline,\n                selectFields,\n            });\n            return response;\n        });\n    }\n    /**\n     * Returns the current evaluations stored in the PipelineRun instance.\n     * @returns {LocalEvaluation[]} An array of LocalEvaluation objects.\n     */\n    getLocalEvaluations() {\n        return this.evaluations;\n    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