Layer 0–4 Klassifikations-Pipeline in mail-classifier.ts: - Layer 2: Domain-Hard-Block + Relay-Decoder (=domain.tld aus SendGrid/Mailchimp-Bounces) - Layer 2.5: Brand+Random-Token-Hard-Block (Gambling-Brand-Normalisierung + Random-Token-Detection) verhindert LLM-Call für bekannte Gambling-Relayer (Gamblezen, BetandPlay etc.) - Layer 3: Score 0–100 (TS-Gewichte: Domain-Keywords, Subject-Keywords, Name-Match, Geld-Pattern, Urgency, All-Caps, Short-Random-Domain, Brand/Random-Ergänzungen) - Layer 4: Groq Llama 3.3 70B Borderline-Klassifikation (Score 25–75) mit Local-Part-Redaction (DSGVO: nur behalten wenn local-part selbst Keyword enthält) - Layer 5: MailClassificationSample-Insert nach jeder Klassifikation (ML-Phase 3) Migrations: - 20260514_add_mail_blocked_trigger_source: ADD COLUMN trigger_source auf mail_blocked - 20260514_add_mail_classification_sample: CREATE TABLE mail_classification_samples 50 neue Tests (mail-classifier.test.ts): alle Layer, beide Screenshot-Beispiele (Gamblezen + BetandPlay) bestätigt als Layer-2.5-Hard-Block ohne LLM-Call, Whitelist, Score, Redaction. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
518 lines
19 KiB
TypeScript
518 lines
19 KiB
TypeScript
/**
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* Tests für mail-classifier.ts — Mail-Klassifikations-Pipeline.
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*
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* Testet alle Layer-Logiken als pure Funktionen (kein DB-Mock, kein Groq-Mock).
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*
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* Abgedeckt:
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* - extractRelayedDomain() — diverse Relay-Patterns
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* - normalizeBrand() — Normalisierungs-Logik
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* - hasRandomTokens() — true/false cases
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* - redactLocalPartForLLM() — keep vs redact
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* - computeScore() — Score-Berechnung mit Weights
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* - classifyMail() — End-to-End Pipeline:
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* - Gamblezen-Beispiel → Layer 2.5 Hard-Block (kein LLM-Call)
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* - BetandPlay-Beispiel → Layer 2.5 Hard-Block (kein LLM-Call)
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* - Whitelist-Case (wettervorhersage)
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* - Domain-Block (Layer 2)
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* - Relay-Decoded Block (Layer 2)
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* - No-Signal → PASS
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*/
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import { describe, it, expect, vi } from "vitest";
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// gambling-keywords.mjs ist ESM ohne TypeScript — mock before import
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vi.mock("../../server/utils/gambling-keywords.mjs", () => ({
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GAMBLING_KEYWORDS: [
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"casino", "bet365", "bwin", "tipico", "unibet", "betway",
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"pokerstars", "jackpot", "freispiel", "free spin", "bonus code",
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"auszahlung", "glücksspiel", "slots", "roulette", "wette",
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"stake", "rolletto", "vbet", "1xbet", "melbet", "mostbet",
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"luckyvibe", "spinz", "casinoly", "rabona", "justcasino",
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"getslots", "rocketplay", "freshcasino", "betano", "leovegas",
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],
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GAMBLING_WHITELIST: [
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"wettervorhersage",
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"wetter",
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"wetterbericht",
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"wettkampf",
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"wettbewerb",
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],
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}));
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import {
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extractRelayedDomain,
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normalizeBrand,
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hasRandomTokens,
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redactLocalPartForLLM,
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computeScore,
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classifyMail,
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matchesGamblingBrand,
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} from "../../server/utils/mail-classifier";
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// ─── extractRelayedDomain ────────────────────────────────────────────────────
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describe("extractRelayedDomain()", () => {
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it("extrahiert Domain aus SendGrid-bounce-Pattern (user=domain@sendgrid)", () => {
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expect(extractRelayedDomain("bounces+user=gamblezen.com@sendgrid.net"))
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.toBe("gamblezen.com");
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});
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it("extrahiert Domain aus Mailchimp-Track-Pattern (track.user=domain@mc)", () => {
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expect(extractRelayedDomain("track.user=betandplay.com@mailchimp.com"))
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.toBe("betandplay.com");
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});
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it("extrahiert Domain aus _at_-Pattern", () => {
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expect(extractRelayedDomain("a1b2c3_user_at_betandplay.com@em.example.com"))
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.toBe("betandplay.com");
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});
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it("gibt null zurück wenn kein Relay-Pattern erkannt", () => {
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expect(extractRelayedDomain("info@betandplay.com")).toBeNull();
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});
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it("gibt null zurück für direkte Adressen ohne @", () => {
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expect(extractRelayedDomain("noatsign")).toBeNull();
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});
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it("normalisiert extrahierte Domain auf lowercase", () => {
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expect(extractRelayedDomain("bounce=GambleZen.COM@delivery.net"))
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.toBe("gamblezen.com");
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});
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it("gibt null zurück für normale Adressen ohne Relay-Muster", () => {
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expect(extractRelayedDomain("newsletter@example.org")).toBeNull();
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});
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});
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// ─── normalizeBrand ──────────────────────────────────────────────────────────
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describe("normalizeBrand()", () => {
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it("BetandPlay → betandplay", () => {
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expect(normalizeBrand("BetandPlay")).toBe("betandplay");
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});
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it("bet-and-play → betandplay", () => {
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expect(normalizeBrand("bet-and-play")).toBe("betandplay");
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});
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it("Gamble Zen → gamblezen", () => {
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expect(normalizeBrand("Gamble Zen")).toBe("gamblezen");
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});
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it("Mr. Green → mrgreen", () => {
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expect(normalizeBrand("Mr. Green")).toBe("mrgreen");
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});
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it("lucky_vibe → luckyvibe", () => {
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expect(normalizeBrand("lucky_vibe")).toBe("luckyvibe");
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});
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it("unveränderte Kleinbuchstaben bleiben gleich", () => {
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expect(normalizeBrand("casino")).toBe("casino");
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});
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});
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// ─── matchesGamblingBrand ────────────────────────────────────────────────────
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describe("matchesGamblingBrand()", () => {
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it("'gamblezen' matcht", () => {
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expect(matchesGamblingBrand("gamblezen")).toBe(true);
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});
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it("'betandplay' matcht", () => {
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expect(matchesGamblingBrand("betandplay")).toBe(true);
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});
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it("'casino' matcht (exact)", () => {
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expect(matchesGamblingBrand("casino")).toBe(true);
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});
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it("'mrgreen' matcht", () => {
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expect(matchesGamblingBrand("mrgreen")).toBe(true);
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});
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it("'example' matcht nicht", () => {
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expect(matchesGamblingBrand("example")).toBe(false);
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});
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it("zu kurze Strings (< 4 Zeichen) matchen nie", () => {
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expect(matchesGamblingBrand("bet")).toBe(false);
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});
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it("'googlemail' matcht nicht", () => {
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expect(matchesGamblingBrand("googlemail")).toBe(false);
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});
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});
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// ─── hasRandomTokens ─────────────────────────────────────────────────────────
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describe("hasRandomTokens()", () => {
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it("local-part mit 2+ zufälligen Tokens → true", () => {
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// Gamblezen-typisch: hq3a91_7xmpl2 (2 random-looking tokens)
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expect(hasRandomTokens("hq3a91_7xmpl2")).toBe(true);
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});
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it("local-part mit User-ID + Token → true", () => {
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expect(hasRandomTokens("user123abc_ref456xyz")).toBe(true);
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});
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it("'info' → false (Funktionswort)", () => {
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expect(hasRandomTokens("info")).toBe(false);
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});
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it("'noreply' → false (Funktionswort)", () => {
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expect(hasRandomTokens("noreply")).toBe(false);
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});
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it("'newsletter' → false (Funktionswort, kein Digit-Mix)", () => {
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expect(hasRandomTokens("newsletter")).toBe(false);
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});
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it("normaler Local-Part ohne Zufalls-Tokens → false", () => {
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expect(hasRandomTokens("john.doe")).toBe(false);
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});
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it("nur ein random Token (Grenzfall) → false", () => {
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// Nur ein Token >= 6 mit Digit-Mix → unter Schwelle (braucht >= 2)
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expect(hasRandomTokens("abc123")).toBe(false);
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});
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it("echter BetandPlay-typischer Local-Part → true", () => {
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// z.B. "u7a2b1_offers_ref9x2z" — ein Funktionswort + 2 random tokens
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expect(hasRandomTokens("u7a2b1_offers_ref9x2z")).toBe(true);
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});
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});
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// ─── redactLocalPartForLLM ───────────────────────────────────────────────────
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describe("redactLocalPartForLLM()", () => {
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it("normale Adresse → local-part wird redacted", () => {
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expect(redactLocalPartForLLM("user123@example.com", false))
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.toBe("***@example.com");
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});
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it("Adresse mit Casino-Keyword im local-part → NICHT redacted", () => {
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expect(redactLocalPartForLLM("casino_offers@mailer.net", true))
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.toBe("casino_offers@mailer.net");
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});
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it("normal ohne Keyword-Flag → redacted", () => {
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expect(redactLocalPartForLLM("a1b2c3_track@sendgrid.net", false))
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.toBe("***@sendgrid.net");
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});
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it("Adresse ohne @ → unverändert zurückgegeben", () => {
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expect(redactLocalPartForLLM("noatsign", false)).toBe("noatsign");
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});
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});
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// ─── computeScore ────────────────────────────────────────────────────────────
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describe("computeScore()", () => {
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it("Whitelist-Hit → score=0, whitelistHit=true", () => {
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const result = computeScore(
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"info@wetter.de",
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"Wetter Service",
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"Wettervorhersage für morgen",
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false,
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false,
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);
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expect(result.whitelistHit).toBe(true);
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expect(result.score).toBe(0);
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});
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it("Casino im Betreff → SUBJECT_GAMBLING_KEYWORD += 35", () => {
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const result = computeScore(
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"info@example.com",
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null,
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"Dein Casino-Bonus wartet",
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false,
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false,
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);
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expect(result.keywordHitsSubject).toContain("casino");
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expect(result.score).toBeGreaterThanOrEqual(35);
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});
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it("Geld-Pattern (100€) im Betreff → SUBJECT_MONEY_PATTERN += 20", () => {
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const result = computeScore(
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"info@example.com",
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null,
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"100€ Willkommensbonus jetzt sichern",
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false,
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false,
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);
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expect(result.styleFlags).toContain("money-pattern");
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expect(result.score).toBeGreaterThanOrEqual(20);
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});
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it("Brand-Match ohne Random → BRAND_MATCH_NO_RANDOM += 35", () => {
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const result = computeScore(
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"info@example.com",
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null,
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"Normaler Betreff",
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true, // brandMatch=true
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false, // randomTokens=false
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);
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expect(result.score).toBeGreaterThanOrEqual(35);
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});
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it("Random-Tokens ohne Brand → RANDOM_TOKENS_NO_BRAND += 10", () => {
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const result = computeScore(
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"info@example.com",
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null,
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"Newsletter vom Tag",
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false, // brandMatch=false
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true, // randomTokens=true
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);
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expect(result.score).toBeGreaterThanOrEqual(10);
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});
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it("Score wird auf max 100 gecapped", () => {
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// Alle Signale gleichzeitig → Score würde > 100 sein
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const result = computeScore(
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"slots@casinobonus.bet",
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"Casino Jackpot",
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"JACKPOT Casino 500€ Freispiele Nur heute Letzte chance",
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true,
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true,
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);
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expect(result.score).toBeLessThanOrEqual(100);
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});
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});
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// ─── classifyMail() — Pipeline End-to-End ────────────────────────────────────
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describe("classifyMail() — End-to-End Pipeline", () => {
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// Leere Domain-Set für die meisten Tests (kein Domain-Hard-Block)
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const emptyDomainSet = new Set<string>();
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// ─── Screenshot-Beispiel 1: Gamblezen via Relay ───────────────────────────
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it("Gamblezen-Beispiel: bounces+user=gamblezen.com@em.sendgrid.net → Layer 2.5 Hard-Block", async () => {
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// Gamblezen leitet über SendGrid-Bounces: Domain "em.sendgrid.net" ist nicht geblockt,
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// aber relay-decoded → "gamblezen.com" + local-part hat random tokens.
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// gamblezen.com ist ein bekannter Gambling-Brand.
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const domainSetWithGamblezen = new Set(["gamblezen.com"]);
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const result = await classifyMail({
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mail: {
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senderEmail: "bounces+user=gamblezen.com@em.sendgrid.net",
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senderName: "Gamble Zen",
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subject: "Dein exklusives Angebot wartet",
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},
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blockedDomainSet: domainSetWithGamblezen,
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groqApiKey: "", // kein LLM erlaubt hier
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});
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// Relay-decoded domain matcht blocklist → Layer 2 (relay-decoded), NICHT Layer 2.5
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expect(result.action).toBe("blocked");
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expect(result.triggerSource).toBe("relay-decoded");
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expect(result.relayDecodedDomain).toBe("gamblezen.com");
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});
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it("Gamblezen-Beispiel ohne Blocklist-Entry → Layer 2.5 Hard-Block via Brand+Random", async () => {
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// Wenn gamblezen.com NICHT in der Blocklist ist: Brand+Random greift trotzdem
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const result = await classifyMail({
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mail: {
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senderEmail: "hq3a91_7xmpl2@em.sendgrid.net",
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senderName: "Gamble Zen", // Brand-Match via Display-Name
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subject: "Dein exklusives Angebot wartet",
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},
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blockedDomainSet: emptyDomainSet,
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groqApiKey: "", // kein LLM-Call hier erwartet
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});
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expect(result.action).toBe("blocked");
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expect(result.triggerSource).toBe("brand+random");
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expect(result.features.brandMatch).toBe(true);
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expect(result.features.randomTokens).toBe(true);
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});
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// ─── Screenshot-Beispiel 2: BetandPlay via Relay ─────────────────────────
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it("BetandPlay-Beispiel: track.user=betandplay.com@mailchimp.com → Layer 2.5 Hard-Block", async () => {
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const domainSetWithBetandPlay = new Set(["betandplay.com"]);
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const result = await classifyMail({
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mail: {
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senderEmail: "track.user=betandplay.com@mailchimp.com",
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senderName: "BetandPlay",
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subject: "100€ Willkommensbonus — Nur heute!",
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},
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blockedDomainSet: domainSetWithBetandPlay,
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groqApiKey: "",
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});
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expect(result.action).toBe("blocked");
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expect(result.triggerSource).toBe("relay-decoded");
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expect(result.relayDecodedDomain).toBe("betandplay.com");
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});
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it("BetandPlay-Beispiel ohne Blocklist-Entry → Layer 2.5 Hard-Block via Brand+Random", async () => {
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const result = await classifyMail({
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mail: {
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senderEmail: "u7a2b1_offers_ref9x2z@mailchimp.com",
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senderName: "BetandPlay", // Brand-Match via Display-Name
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subject: "100€ Willkommensbonus",
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},
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blockedDomainSet: emptyDomainSet,
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groqApiKey: "",
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});
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expect(result.action).toBe("blocked");
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expect(result.triggerSource).toBe("brand+random");
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expect(result.features.brandMatch).toBe(true);
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expect(result.features.randomTokens).toBe(true);
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});
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// ─── Layer 1: Whitelist ───────────────────────────────────────────────────
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it("Whitelist-Treffer: 'wettervorhersage' im Betreff → PASS", async () => {
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const result = await classifyMail({
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mail: {
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senderEmail: "service@wetter.de",
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senderName: "Wetter.de",
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subject: "Wettervorhersage für morgen",
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},
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blockedDomainSet: emptyDomainSet,
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groqApiKey: "",
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});
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expect(result.action).toBe("passed");
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expect(result.triggerSource).toBe("whitelist");
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});
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it("'wettkampf' in Betreff → PASS (kein Gambling trotz 'wette')", async () => {
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const result = await classifyMail({
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mail: {
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senderEmail: "info@sport.de",
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senderName: null,
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subject: "Wettkampf-Ergebnisse dieser Woche",
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},
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blockedDomainSet: emptyDomainSet,
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groqApiKey: "",
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});
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expect(result.action).toBe("passed");
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expect(result.triggerSource).toBe("whitelist");
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});
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// ─── Layer 2: Domain-Hard-Block ───────────────────────────────────────────
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it("Domain in Blocklist → Layer 2 Hard-Block", async () => {
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const domainSet = new Set(["casinoly.com"]);
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const result = await classifyMail({
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mail: {
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senderEmail: "promo@casinoly.com",
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senderName: "Casinoly",
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subject: "Dein Bonus wartet",
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},
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blockedDomainSet: domainSet,
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groqApiKey: "",
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});
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expect(result.action).toBe("blocked");
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expect(result.triggerSource).toBe("domain");
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expect(result.features.domainBlocked).toBe(true);
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});
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// ─── Relay-Decoded Block ──────────────────────────────────────────────────
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it("Relay-Decoded: =domain.com in local-part und Domain in Blocklist → relay-decoded Block", async () => {
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const domainSet = new Set(["rabona.com"]);
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const result = await classifyMail({
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mail: {
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senderEmail: "bounce+track=rabona.com@em.sendgrid.net",
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senderName: "Rabona Casino",
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subject: "Exklusiv für dich",
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},
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blockedDomainSet: domainSet,
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groqApiKey: "",
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});
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expect(result.action).toBe("blocked");
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expect(result.triggerSource).toBe("relay-decoded");
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expect(result.relayDecodedDomain).toBe("rabona.com");
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});
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// ─── Layer 3: Score-Block (ohne LLM) ──────────────────────────────────────
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it("Viele Signale → Score >= 80 → Hard-Block ohne LLM", async () => {
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// Casino im Sender-Name + Jackpot im Betreff + Urgency + Geld-Pattern
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const groqCallSpy = vi.fn();
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const result = await classifyMail({
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mail: {
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senderEmail: "info@spinz-casino.example",
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senderName: "Casino Jackpot Club",
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subject: "JACKPOT 500€ Freispiele — Nur heute!",
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},
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blockedDomainSet: emptyDomainSet,
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groqApiKey: "should-not-be-called",
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});
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expect(result.action).toBe("blocked");
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expect(result.triggerSource).toMatch(/^score:/);
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expect(result.score).toBeGreaterThanOrEqual(80);
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// groqCallSpy wurde nicht gecallt weil wir fetch nicht mocken —
|
|
// aber score >= 80 bedeutet Layer 4 wird gar nicht erreicht
|
|
});
|
|
|
|
// ─── No-Signal → PASS ────────────────────────────────────────────────────
|
|
it("unauffällige Mail → PASS mit triggerSource 'no-signal'", async () => {
|
|
const result = await classifyMail({
|
|
mail: {
|
|
senderEmail: "newsletter@amazon.de",
|
|
senderName: "Amazon",
|
|
subject: "Deine Bestellung wurde versandt",
|
|
},
|
|
blockedDomainSet: emptyDomainSet,
|
|
groqApiKey: "",
|
|
});
|
|
|
|
expect(result.action).toBe("passed");
|
|
expect(result.triggerSource).toBe("no-signal");
|
|
expect(result.score).toBeLessThan(25);
|
|
});
|
|
|
|
// ─── Brand-Match ohne Random → kein Hard-Block, Score-Erhöhung ───────────
|
|
it("Brand-Match ohne Random-Tokens → kein Layer-2.5-Block, aber Score-Erhöhung", async () => {
|
|
const result = await classifyMail({
|
|
mail: {
|
|
senderEmail: "info@betandplay.com", // direktes info@, kein random
|
|
senderName: "BetandPlay",
|
|
subject: "Willkommen",
|
|
},
|
|
blockedDomainSet: emptyDomainSet,
|
|
groqApiKey: "",
|
|
});
|
|
|
|
// Kein Hard-Block Layer 2.5 (kein Random), aber Score erhöht durch Brand-Match
|
|
expect(result.triggerSource).not.toBe("brand+random");
|
|
expect(result.features.brandMatch).toBe(true);
|
|
expect(result.features.randomTokens).toBe(false);
|
|
// Score >= 35 (BRAND_MATCH_NO_RANDOM) — endet je nach anderen Signalen
|
|
expect(result.features.score).toBeGreaterThanOrEqual(35);
|
|
});
|
|
|
|
// ─── Korrekte Feature-Struktur im Result ─────────────────────────────────
|
|
it("Result-Features enthalten alle erwarteten Keys", async () => {
|
|
const result = await classifyMail({
|
|
mail: {
|
|
senderEmail: "promo@example.com",
|
|
senderName: null,
|
|
subject: "Test",
|
|
},
|
|
blockedDomainSet: emptyDomainSet,
|
|
groqApiKey: "",
|
|
});
|
|
|
|
expect(result.features).toHaveProperty("score");
|
|
expect(result.features).toHaveProperty("domainBlocked");
|
|
expect(result.features).toHaveProperty("relayDecoded");
|
|
expect(result.features).toHaveProperty("brandMatch");
|
|
expect(result.features).toHaveProperty("randomTokens");
|
|
expect(result.features).toHaveProperty("keywordHitsSubject");
|
|
expect(result.features).toHaveProperty("keywordHitsDomain");
|
|
expect(result.features).toHaveProperty("keywordHitsName");
|
|
expect(result.features).toHaveProperty("styleFlags");
|
|
expect(result.features).toHaveProperty("whitelistHit");
|
|
});
|
|
});
|