import * as databrew from "@distilled.cloud/aws/databrew"; 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 { AWSEnvironment } from "../Environment.ts"; import type { Providers } from "../Providers.ts"; import { cleanMap, databrewArn, fetchObservedTags, syncTags, } from "./internal.ts"; /** A single data-quality rule (a check expression + optional threshold). */ export interface RulesetRule { /** The rule name (unique within the ruleset). */ name: string; /** Skip the rule without deleting it. @default false */ disabled?: boolean; /** * The check expression, e.g. `:col1 is_between :val1 and :val2` or * `AGG(MISSING_VALUES_PERCENTAGE) < :val1`. */ checkExpression: string; /** Variable substitutions for the expression, keyed by `:name`. */ substitutionMap?: Record; /** Pass/fail threshold for row-level checks. */ threshold?: { /** The threshold value. */ value: number; /** Comparison type. @default "GREATER_THAN_OR_EQUAL" */ type?: | "GREATER_THAN_OR_EQUAL" | "LESS_THAN_OR_EQUAL" | "GREATER_THAN" | "LESS_THAN" | (string & {}); /** Whether `value` is a row count or a percentage. @default "COUNT" */ unit?: "COUNT" | "PERCENTAGE" | (string & {}); }; /** Columns the rule applies to (by name or regex). */ columnSelectors?: { /** A regular expression matching column names. */ regex?: string; /** An exact column name. */ name?: string; }[]; } export interface RulesetProps { /** * Name of the ruleset. If omitted, a unique name is generated. Changing * the name replaces the ruleset. * @default a generated physical name */ rulesetName?: string; /** * A description of the ruleset. */ description?: string; /** * The ARN of the DataBrew dataset the ruleset validates. Changing it * replaces the ruleset. */ targetArn: string; /** * The data-quality rules. */ rules: RulesetRule[]; /** * Tags to apply to the ruleset. Merged with internal Alchemy tags. */ tags?: Record; } export interface Ruleset extends Resource< "AWS.DataBrew.Ruleset", RulesetProps, { /** Name of the ruleset. */ rulesetName: string; /** ARN of the ruleset. */ rulesetArn: string; /** ARN of the dataset the ruleset validates. */ targetArn: string; }, {}, Providers > {} /** * An AWS Glue DataBrew ruleset — a set of data-quality rules bound to a * dataset. Attach it to a profile job via `validationConfigurations` to * produce pass/fail validation results alongside the data profile. * ### Creating Rulesets * **Example:** Data-Quality Rules for a Dataset * ```typescript * import * as AWS from "alchemy/AWS"; * * const ruleset = yield* AWS.DataBrew.Ruleset("Quality", { * targetArn: dataset.datasetArn, * rules: [ * { * name: "no-missing-ids", * checkExpression: "AGG(MISSING_VALUES_PERCENTAGE) == :val1", * substitutionMap: { ":val1": "0" }, * columnSelectors: [{ name: "id" }], * }, * ], * }); * ``` * * **Example:** Validate in a Profile Job * ```typescript * const profile = yield* AWS.DataBrew.Job("Profile", { * type: "PROFILE", * datasetName: dataset.datasetName, * role: role.roleArn, * outputLocation: { bucket: bucket.bucketName, key: "profiles/" }, * validationConfigurations: [{ rulesetArn: ruleset.rulesetArn }], * }); * ``` * * @resource */ export const Ruleset = Resource("AWS.DataBrew.Ruleset"); const buildRules = (rules: RulesetRule[]) => rules.map((rule) => ({ Name: rule.name, Disabled: rule.disabled, CheckExpression: rule.checkExpression, SubstitutionMap: rule.substitutionMap, Threshold: rule.threshold ? { Value: rule.threshold.value, Type: rule.threshold.type, Unit: rule.threshold.unit, } : undefined, ColumnSelectors: rule.columnSelectors?.map((s) => ({ Regex: s.regex, Name: s.name, })), })); export const RulesetProvider = () => Provider.effect( Ruleset, Effect.gen(function* () { const createName = Effect.fn(function* ( id: string, props: { rulesetName?: string | undefined }, ) { return ( props.rulesetName ?? (yield* createPhysicalName({ id, maxLength: 255 })) ); }); const observe = Effect.fn(function* (name: string) { return yield* databrew .describeRuleset({ Name: name }) .pipe( Effect.catchTag("ResourceNotFoundException", () => Effect.succeed(undefined), ), ); }); return Ruleset.Provider.of({ stables: ["rulesetName", "rulesetArn", "targetArn"], list: () => Effect.gen(function* () { const { accountId, region } = yield* AWSEnvironment.current; const pages = yield* databrew.listRulesets .pages({}) .pipe(Stream.runCollect); return Array.from(pages) .flatMap((page) => page.Rulesets ?? []) .map((r) => ({ rulesetName: r.Name, rulesetArn: r.ResourceArn ?? databrewArn(region, accountId, "ruleset", r.Name), targetArn: r.TargetArn ?? "", })); }), read: Effect.fn(function* ({ id, olds, output }) { const { accountId, region } = yield* AWSEnvironment.current; const name = output?.rulesetName ?? (yield* createName(id, olds ?? {})); const ruleset = yield* observe(name); if (ruleset === undefined) return undefined; const arn = ruleset.ResourceArn ?? databrewArn(region, accountId, "ruleset", name); const attrs = { rulesetName: name, rulesetArn: arn, targetArn: ruleset.TargetArn ?? "", }; const tags = cleanMap(ruleset.Tags); 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; // UpdateRuleset only accepts Description + Rules. if (olds.targetArn !== news.targetArn) { return { action: "replace" } as const; } }), reconcile: Effect.fn(function* ({ id, news, output, session }) { const { accountId, region } = yield* AWSEnvironment.current; const name = output?.rulesetName ?? (yield* createName(id, news)); const internalTags = yield* createInternalTags(id); const desiredTags = { ...news.tags, ...internalTags }; // 1. OBSERVE const ruleset = yield* observe(name); // 2. ENSURE / 3. SYNC — UpdateRuleset is a full PUT of the rules if (ruleset === undefined) { yield* databrew .createRuleset({ Name: name, Description: news.description, TargetArn: news.targetArn, Rules: buildRules(news.rules), Tags: desiredTags, }) .pipe(Effect.catchTag("ConflictException", () => Effect.void)); } else { yield* databrew.updateRuleset({ Name: name, Description: news.description, Rules: buildRules(news.rules), }); } const arn = ruleset?.ResourceArn ?? databrewArn(region, accountId, "ruleset", name); // 3b. SYNC TAGS against observed cloud tags const observedTags = yield* fetchObservedTags(arn); yield* syncTags(arn, observedTags, desiredTags); yield* session.note(name); return { rulesetName: name, rulesetArn: arn, targetArn: news.targetArn, }; }), delete: Effect.fn(function* ({ output }) { yield* databrew .deleteRuleset({ Name: output.rulesetName }) .pipe( Effect.catchTag("ResourceNotFoundException", () => Effect.void), ); }), }); }), );