import * as frauddetector from "@distilled.cloud/aws/frauddetector"; import * as Effect from "effect/Effect"; 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 { readFraudDetectorTags, syncFraudDetectorTags } from "./internal.ts"; export interface DetectorProps { /** * The detector identifier. If omitted, a unique lowercase id is generated * from the app, stage, and logical ID. Changing it replaces the detector. */ detectorId?: string; /** * Human-readable description. This is an in-place update. */ description?: string; /** * Name of the event type this detector evaluates. Immutable — changing it * replaces the detector. */ eventTypeName: string; /** * User-defined tags for the detector. */ tags?: Record; } export interface Detector extends Resource< "AWS.FraudDetector.Detector", DetectorProps, { /** The detector identifier. */ detectorId: string; /** The ARN of the detector. */ arn: string; /** The event type the detector evaluates. */ eventTypeName: string; }, never, Providers > {} /** * An Amazon Fraud Detector detector — the container that binds an event type * to versioned rule sets and models used to evaluate fraud. Creating the * detector is cheap; the rules, models, and detector versions that produce * predictions are provisioned separately. * * ### Creating a Detector * **Example:** Basic Detector * ```typescript * const detector = yield* FraudDetector.Detector("checkout", { * eventTypeName: purchase.name, * }); * ``` * * **Example:** Detector with an Active Version * ```typescript * const detector = yield* FraudDetector.Detector("checkout", { * eventTypeName: purchase.name, * }); * * const version = yield* FraudDetector.DetectorVersion("v1", { * detectorId: detector.detectorId, * status: "ACTIVE", * rules: [ * { * ruleId: "high_risk", * expression: '$email == "fraud@example.com"', * outcomes: [review.name], * }, * ], * }); * ``` * * ### Runtime Predictions * Bind `GetEventPrediction` in the init phase (providing the * `GetEventPredictionHttp` layer on the Function effect) and score events at * runtime against the detector's `ACTIVE` version. * * **Example:** Score an event from a Lambda * ```typescript * // init * const getEventPrediction = yield* FraudDetector.GetEventPrediction(detector); * * // runtime * const { ruleResults } = yield* getEventPrediction({ * eventId: "order-123", * eventTypeName: "purchase", * eventTimestamp: new Date().toISOString(), * entities: [{ entityType: "customer", entityId: "cust-1" }], * eventVariables: { email: "buyer@example.com", ip: "1.2.3.4" }, * }); * ``` * * @resource */ export const Detector = Resource("AWS.FraudDetector.Detector"); export const DetectorProvider = () => Provider.effect( Detector, Effect.gen(function* () { const createId = Effect.fn(function* ( id: string, props: Partial, ) { return ( props.detectorId ?? (yield* createPhysicalName({ id, maxLength: 64, lowercase: true })) ); }); const get = Effect.fn(function* (detectorId: string) { const response = yield* frauddetector .getDetectors({ detectorId }) .pipe( Effect.catchTag("ResourceNotFoundException", () => Effect.succeed(undefined), ), ); return response?.detectors?.[0]; }); const toAttrs = (detector: frauddetector.Detector) => ({ detectorId: detector.detectorId!, arn: detector.arn!, eventTypeName: detector.eventTypeName!, }); return { stables: ["detectorId", "arn"], diff: Effect.fn(function* ({ id, olds = {}, news }) { if (!isResolved(news)) return undefined; const oldId = yield* createId(id, olds); const newId = yield* createId(id, news); if ( oldId !== newId || (olds.eventTypeName ?? undefined) !== (news.eventTypeName ?? undefined) ) { return { action: "replace" } as const; } }), read: Effect.fn(function* ({ id, olds, output }) { const detectorId = output?.detectorId ?? (yield* createId(id, olds ?? {})); const detector = yield* get(detectorId); if (detector === undefined) return undefined; const attrs = toAttrs(detector); const tags = yield* readFraudDetectorTags(detector.arn!); return (yield* hasAlchemyTags(id, tags)) ? attrs : Unowned(attrs); }), reconcile: Effect.fn(function* ({ id, news, session }) { const detectorId = yield* createId(id, news); const internalTags = yield* createInternalTags(id); const desiredTags = { ...internalTags, ...news.tags }; // putDetector is an idempotent upsert — call it to converge whether // creating or updating the description. yield* frauddetector.putDetector({ detectorId, description: news.description, eventTypeName: news.eventTypeName, }); const detector = yield* get(detectorId); yield* syncFraudDetectorTags(detector!.arn!, desiredTags); yield* session.note(detectorId); return toAttrs(detector!); }), delete: Effect.fn(function* ({ output }) { yield* frauddetector .deleteDetector({ detectorId: output.detectorId }) .pipe(Effect.catchTag("ValidationException", () => Effect.void)); }), list: () => frauddetector.getDetectors.pages({}).pipe( Stream.runCollect, Effect.map((chunk) => Array.from(chunk).flatMap((page) => (page.detectors ?? []).map(toAttrs), ), ), ), }; }), );