import * as translate from "@distilled.cloud/aws/translate"; import * as Data from "effect/Data"; import * as Effect from "effect/Effect"; import * as Schedule from "effect/Schedule"; import * as Stream from "effect/Stream"; import { Unowned } from "../../AdoptPolicy.ts"; import { 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 { readTranslateTags, syncTranslateTags } from "./internal.ts"; /** * The parallel data import failed server-side (`Status: FAILED`) — usually a * malformed input file or an S3 URI the caller cannot read. */ export class ParallelDataFailed extends Data.TaggedError("ParallelDataFailed")<{ readonly name: string; readonly message: string | undefined; }> {} /** * The parallel data did not reach a terminal status within the bounded * polling window. */ export class ParallelDataNotConverged extends Data.TaggedError( "ParallelDataNotConverged", )<{ readonly name: string; readonly status: string | undefined; }> {} export interface ParallelDataProps { /** * Name of the parallel data — up to 256 characters of letters, digits, and * hyphens (`^([A-Za-z0-9-]_?)+$`). If omitted, a unique name is generated * from the app, stage, and logical ID. Changing the name replaces the * parallel data. */ parallelDataName?: string; /** * Description of the parallel data. */ description?: string; /** * S3 URI of the parallel data input file (e.g. * `s3://my-bucket/examples.csv`). The caller must be able to read the * object. Updatable in place — a new import runs on change. */ s3Uri: string; /** * Format of the input file: `TSV`, `CSV`, or `TMX`. */ format?: "TSV" | "CSV" | "TMX"; /** * Id of the customer-managed KMS key used to encrypt the parallel data. * If omitted, Translate uses an AWS-owned key. */ encryptionKeyId?: string; /** * User-defined tags for the parallel data. */ tags?: Record; } export interface ParallelData extends Resource< "AWS.Translate.ParallelData", ParallelDataProps, { /** * Name of the parallel data — pass it as `ParallelDataNames` to * `StartTextTranslationJob` for Active Custom Translation. */ parallelDataName: string; /** * ARN of the parallel data, e.g. * `arn:aws:translate:us-east-1:123456789012:parallel-data/style-examples`. */ parallelDataArn: string; /** Status of the parallel data (`ACTIVE` once import succeeds). */ status: string | undefined; /** Source language code detected from the input file, e.g. `en`. */ sourceLanguageCode: string | undefined; /** Target language codes detected from the input file. */ targetLanguageCodes: string[] | undefined; /** Number of records imported. */ importedRecordCount: number | undefined; /** Number of records that failed to import. */ failedRecordCount: number | undefined; }, never, Providers > {} /** * Amazon Translate parallel data — segment-aligned translation examples * imported from S3 that steer the style, tone, and word choice of batch * translation jobs (Active Custom Translation). The import is asynchronous: * the resource waits for the parallel data to become `ACTIVE`. * * ### Managing Parallel Data * **Example:** Import parallel data from S3 * ```typescript * const examples = yield* AWS.Translate.ParallelData("StyleExamples", { * s3Uri: "s3://my-bucket/style-examples.csv", * format: "CSV", * }); * ``` * * **Example:** Use parallel data in a batch translation job * ```typescript * const startJob = yield* AWS.Translate.StartTextTranslationJob(dataAccessRole); * yield* startJob({ * InputDataConfig: { S3Uri: "s3://my-bucket/input/", ContentType: "text/plain" }, * OutputDataConfig: { S3Uri: "s3://my-bucket/output/" }, * SourceLanguageCode: "en", * TargetLanguageCodes: ["es"], * ParallelDataNames: [examples.parallelDataName], * }); * ``` * * @resource */ export const ParallelData = Resource( "AWS.Translate.ParallelData", ); const toAttributes = (props: translate.ParallelDataProperties) => ({ parallelDataName: props.Name!, parallelDataArn: props.Arn!, status: props.Status, sourceLanguageCode: props.SourceLanguageCode, targetLanguageCodes: props.TargetLanguageCodes ? [...props.TargetLanguageCodes] : undefined, importedRecordCount: props.ImportedRecordCount, failedRecordCount: props.FailedRecordCount, }); export const ParallelDataProvider = () => Provider.effect( ParallelData, Effect.gen(function* () { const createName = Effect.fn(function* ( id: string, props: ParallelDataProps, ) { return ( props.parallelDataName ?? (yield* createPhysicalName({ id, maxLength: 256 })) ); }); const getOne = Effect.fn(function* (name: string) { return yield* translate .getParallelData({ Name: name }) .pipe( Effect.catchTag("ResourceNotFoundException", () => Effect.succeed(undefined), ), ); }); // The import runs asynchronously (CREATING/UPDATING → ACTIVE|FAILED); // poll bounded (~10 min ceiling — small files typically converge in a // few minutes). const waitForStable = Effect.fn(function* (name: string) { const final = yield* getOne(name).pipe( Effect.repeat({ schedule: Schedule.spaced("10 seconds"), until: (r): boolean => { const status = r?.ParallelDataProperties?.Status; return ( r === undefined || status === "ACTIVE" || status === "FAILED" ); }, times: 60, }), ); const props = final?.ParallelDataProperties; if (props?.Status === "FAILED") { return yield* Effect.fail( new ParallelDataFailed({ name, message: props.Message }), ); } if (props?.Status !== "ACTIVE") { return yield* Effect.fail( new ParallelDataNotConverged({ name, status: props?.Status }), ); } return props; }); return { stables: ["parallelDataName", "parallelDataArn"], diff: Effect.fn(function* ({ id, olds, news }) { if (!isResolved(news)) return undefined; if ((yield* createName(id, olds)) !== (yield* createName(id, news))) { return { action: "replace" } as const; } }), read: Effect.fn(function* ({ id, olds, output }) { const name = output?.parallelDataName ?? (yield* createName(id, olds ?? { s3Uri: "" })); const found = yield* getOne(name); if (found?.ParallelDataProperties === undefined) return undefined; const attrs = toAttributes(found.ParallelDataProperties); const tags = yield* readTranslateTags(attrs.parallelDataArn); return (yield* hasAlchemyTags(id, tags)) ? attrs : Unowned(attrs); }), reconcile: Effect.fn(function* ({ id, news, output, session }) { const name = output?.parallelDataName ?? (yield* createName(id, news)); const internalTags = yield* createInternalTags(id); const desiredTags = { ...internalTags, ...news.tags }; // Observe — cloud state is authoritative. const observed = yield* getOne(name); const observedProps = observed?.ParallelDataProperties; if (observedProps === undefined) { // Ensure — greenfield import. ConflictException is a race with a // concurrent create of the same name; fall through to observe. // The client token only needs to be unique per submission; // idempotency across crashed runs comes from observing first. const clientToken = yield* Effect.sync(() => crypto.randomUUID()); yield* translate .createParallelData({ Name: name, ClientToken: clientToken, Description: news.description, ParallelDataConfig: { S3Uri: news.s3Uri, Format: news.format }, EncryptionKey: news.encryptionKeyId ? { Type: "KMS", Id: news.encryptionKeyId } : undefined, Tags: Object.entries(desiredTags).map(([Key, Value]) => ({ Key, Value, })), }) .pipe(Effect.catchTag("ConflictException", () => Effect.void)); } else { // Sync — diff the observed import config against the desired one // and re-import only on drift. const config = observedProps.ParallelDataConfig; const drift = config?.S3Uri !== news.s3Uri || (news.format !== undefined && config?.Format !== news.format) || (observedProps.Description ?? undefined) !== (news.description ?? undefined); if (drift) { // Computed outside the retry so replays of the same submission // reuse one idempotency token. const clientToken = yield* Effect.sync(() => crypto.randomUUID()); yield* translate .updateParallelData({ Name: name, ClientToken: clientToken, Description: news.description, ParallelDataConfig: { S3Uri: news.s3Uri, Format: news.format, }, }) .pipe( // A concurrent import may still be settling — retry bounded. Effect.retry({ while: (e): boolean => e._tag === "ConcurrentModificationException" || e._tag === "ConflictException", schedule: Schedule.spaced("10 seconds"), times: 8, }), ); } } yield* session.note(name); const props = yield* waitForStable(name); yield* syncTranslateTags(props.Arn!, desiredTags); return toAttributes(props); }), delete: Effect.fn(function* ({ output }) { // Idempotent — the parallel data may already be gone. A delete // during CREATING/UPDATING conflicts; retry bounded. yield* translate .deleteParallelData({ Name: output.parallelDataName }) .pipe( Effect.retry({ while: (e): boolean => e._tag === "ConcurrentModificationException", schedule: Schedule.spaced("10 seconds"), times: 8, }), Effect.catchTag("ResourceNotFoundException", () => Effect.void), ); // Deletion is asynchronous (DELETING) — wait until gone so a // replacement can immediately reuse the name. yield* translate .getParallelData({ Name: output.parallelDataName }) .pipe( Effect.catchTag("ResourceNotFoundException", () => Effect.succeed(undefined), ), Effect.repeat({ schedule: Schedule.spaced("5 seconds"), until: (r): boolean => r === undefined, times: 36, }), ); }), list: () => translate.listParallelData.pages({}).pipe( Stream.runCollect, Effect.map((chunk) => Array.from(chunk) .flatMap((page) => page.ParallelDataPropertiesList ?? []) .filter((props) => props.Name && props.Arn) .map(toAttributes), ), ), }; }), );