import * as entityresolution from "@distilled.cloud/aws/entityresolution"; import * as Effect from "effect/Effect"; import * as Schedule from "effect/Schedule"; import * as Stream from "effect/Stream"; import { Unowned } from "../../AdoptPolicy.ts"; import { deepEqual, isResolved } from "../../Diff.ts"; import { createPhysicalName } from "../../PhysicalName.ts"; import * as Provider from "../../Provider.ts"; import { Resource } from "../../Resource.ts"; import { createInternalTags, hasAlchemyTags } from "../../Tags.ts"; import type { Providers } from "../Providers.ts"; import { readEntityResolutionTags, retryRolePropagation, syncEntityResolutionTags, } from "./internal.ts"; export interface MatchingWorkflowProps { /** * Name of the matching workflow. Must be unique per account/region and * match `[a-zA-Z_0-9-]*`. If omitted, a unique name is generated from the * app, stage, and logical ID. Changing the name replaces the workflow. */ workflowName?: string; /** * A description of the workflow. */ description?: string; /** * The input records to match: each entry names a Glue table * (`inputSourceARN`) and the schema mapping (`schemaName`) that describes * its columns. */ inputSourceConfig: entityresolution.InputSource[]; /** * Where matched output records are written: an S3 path (`outputS3Path`), * the columns to include (`output`), and an optional KMS key (`KMSArn`). */ outputSourceConfig: entityresolution.OutputSource[]; /** * How records are matched: `RULE_MATCHING` with `ruleBasedProperties`, * `ML_MATCHING`, or a `PROVIDER` service. */ resolutionTechniques: entityresolution.ResolutionTechniques; /** * Incremental-run configuration. Only supported for `RULE_MATCHING` * workflows. */ incrementalRunConfig?: entityresolution.IncrementalRunConfig; /** * The ARN of the IAM role Entity Resolution assumes to read the input Glue * tables and write the S3 output on your behalf. */ roleArn: string; /** * Tags to apply to the workflow. Merged with internal Alchemy tags. */ tags?: Record; } export interface MatchingWorkflow extends Resource< "AWS.EntityResolution.MatchingWorkflow", MatchingWorkflowProps, { /** * The name of the matching workflow. */ workflowName: string; /** * The ARN of the matching workflow. */ workflowArn: string; }, never, Providers > {} /** * An AWS Entity Resolution matching workflow — a data-processing job * definition that matches and deduplicates records across Glue table input * sources using rule-based or ML-powered matching, writing matched record * groups to S3. * * The workflow definition itself is cheap and instant; a matching RUN * (`StartMatchingJob`) processes the full input and takes many minutes. * * ### Creating Workflows * **Example:** Rule-based matching over a Glue table * ```typescript * import * as AWS from "alchemy/AWS"; * * const workflow = yield* AWS.EntityResolution.MatchingWorkflow("Dedupe", { * inputSourceConfig: [ * { inputSourceARN: table.tableArn, schemaName: schema.schemaName }, * ], * outputSourceConfig: [ * { * outputS3Path: `s3://${bucket.bucketName}/matches/`, * output: [{ name: "id" }, { name: "email" }], * }, * ], * resolutionTechniques: { * resolutionType: "RULE_MATCHING", * ruleBasedProperties: { * rules: [{ ruleName: "ByEmail", matchingKeys: ["email"] }], * attributeMatchingModel: "ONE_TO_ONE", * }, * }, * roleArn: role.roleArn, * }); * ``` * * **Example:** ML-powered matching * ```typescript * const workflow = yield* AWS.EntityResolution.MatchingWorkflow("MlDedupe", { * inputSourceConfig: [ * { inputSourceARN: table.tableArn, schemaName: schema.schemaName }, * ], * outputSourceConfig: [ * { * outputS3Path: `s3://${bucket.bucketName}/ml-matches/`, * output: [{ name: "id" }], * }, * ], * resolutionTechniques: { resolutionType: "ML_MATCHING" }, * roleArn: role.roleArn, * }); * ``` * * @resource */ export const MatchingWorkflow = Resource( "AWS.EntityResolution.MatchingWorkflow", ); export const MatchingWorkflowProvider = () => Provider.effect( MatchingWorkflow, Effect.gen(function* () { const createName = Effect.fn(function* ( id: string, props: { workflowName?: string | undefined }, ) { return ( props.workflowName ?? (yield* createPhysicalName({ id, maxLength: 255 })) ); }); /** Get a workflow by name; typed not-found → undefined. */ const getByName = Effect.fn(function* (workflowName: string) { return yield* entityresolution .getMatchingWorkflow({ workflowName }) .pipe( Effect.catchTag("ResourceNotFoundException", () => Effect.succeed(undefined), ), ); }); return { stables: ["workflowName", "workflowArn"], read: Effect.fn(function* ({ id, olds, output }) { const name = output?.workflowName ?? (yield* createName(id, olds ?? {})); const workflow = yield* getByName(name); if (workflow === undefined) return undefined; const attrs = { workflowName: workflow.workflowName, workflowArn: workflow.workflowArn, }; // getMatchingWorkflow does not return tags — read them via // listTagsForResource for the ownership check. const tags = yield* readEntityResolutionTags(workflow.workflowArn); return (yield* hasAlchemyTags(id, tags)) ? attrs : Unowned(attrs); }), diff: Effect.fn(function* ({ id, news, olds }) { if (!isResolved(news)) return undefined; const oldName = yield* createName(id, olds); const newName = yield* createName(id, news); if (oldName !== newName) { return { action: "replace" } as const; } }), reconcile: Effect.fn(function* ({ id, news, output, session }) { const name = output?.workflowName ?? (yield* createName(id, news)); const internalTags = yield* createInternalTags(id); const desiredTags = { ...news.tags, ...internalTags }; // 1. Observe — names are unique, so the name IS the identity. let workflow = yield* getByName(name); // 2. Ensure — create when missing. A freshly-created IAM role is // transiently rejected while IAM propagates, so retry that // typed AccessDeniedException on a bounded schedule; tolerate // the concurrent-create race, then re-observe: the create // response is a structural subset of the Get shape (it omits // createdAt/updatedAt). if (workflow === undefined) { yield* entityresolution .createMatchingWorkflow({ workflowName: name, description: news.description, inputSourceConfig: news.inputSourceConfig, outputSourceConfig: news.outputSourceConfig, resolutionTechniques: news.resolutionTechniques, incrementalRunConfig: news.incrementalRunConfig, roleArn: news.roleArn, tags: desiredTags, }) .pipe( retryRolePropagation, Effect.catchTag("ConflictException", () => Effect.void), ); workflow = yield* entityresolution.getMatchingWorkflow({ workflowName: name, }); } // 3. Sync — everything except the name updates in place via a // full-PUT update. Only call the API on an actual delta // between OBSERVED and desired configuration. const desired = { description: news.description ?? undefined, inputSourceConfig: news.inputSourceConfig, outputSourceConfig: news.outputSourceConfig, resolutionTechniques: news.resolutionTechniques, incrementalRunConfig: news.incrementalRunConfig ?? undefined, roleArn: news.roleArn, }; const observed = { description: workflow.description ?? undefined, inputSourceConfig: workflow.inputSourceConfig, outputSourceConfig: workflow.outputSourceConfig, resolutionTechniques: workflow.resolutionTechniques, incrementalRunConfig: workflow.incrementalRunConfig ?? undefined, roleArn: workflow.roleArn, }; if (!deepEqual(observed, desired)) { // The update response omits workflowArn/createdAt/updatedAt; // the ARN is stable, so keep the observed Get shape. yield* entityresolution .updateMatchingWorkflow({ workflowName: name, description: news.description, inputSourceConfig: news.inputSourceConfig, outputSourceConfig: news.outputSourceConfig, resolutionTechniques: news.resolutionTechniques, incrementalRunConfig: news.incrementalRunConfig, roleArn: news.roleArn, }) .pipe(retryRolePropagation); } const workflowArn = workflow.workflowArn; // 3b. Sync tags against OBSERVED cloud tags (adoption-safe). yield* syncEntityResolutionTags(workflowArn, desiredTags); yield* session.note(workflowArn); return { workflowName: name, workflowArn }; }), delete: Effect.fn(function* ({ output }) { // deleteMatchingWorkflow succeeds even when the workflow is // already gone; a running matching job conflicts — retry briefly. yield* entityresolution .deleteMatchingWorkflow({ workflowName: output.workflowName }) .pipe( Effect.retry({ while: (e) => e._tag === "ConflictException", schedule: Schedule.max([ Schedule.fixed("2 seconds"), Schedule.recurs(10), ]), }), ); }), list: () => entityresolution.listMatchingWorkflows.items({}).pipe( Stream.map((summary) => ({ workflowName: summary.workflowName, workflowArn: summary.workflowArn, })), Stream.runCollect, Effect.map((chunk) => Array.from(chunk)), ), }; }), );