fix: stop letting unreadable or truncated descriptions slip past the German filter

isViableContent/isViableUrl defaulted to keep a job when its description
couldn't be fetched at all -- that's what let a fully-German HRM
Systems/Consult & Pepper posting ("In Deutsch bist du verhandlungssicher")
through on 2026-09-10. They now report retry:true instead, and index.ts
leaves the job out of the CSV so a fresh fetch judges it next run rather
than defaulting to keep.

job-room.ch's search API also returns a different keyword-anchored teaser
per hit for the same ad, and only the last one was kept -- a genuinely
German posting could slip through whenever the last keyword's teaser
happened to read as English. Every teaser variant is now collected and
checked together.
This commit is contained in:
2026-09-14 12:12:43 +02:00
parent c7b86e06f4
commit 0249800278
2 changed files with 39 additions and 9 deletions
+20 -3
View File
@@ -291,6 +291,16 @@ function stripTracking(url: string): string {
export async function fetchJobRoom(): Promise<Job[]> { export async function fetchJobRoom(): Promise<Job[]> {
const ads = new Map<string, JobRoomAd>(); const ads = new Map<string, JobRoomAd>();
// The search API returns a short keyword-anchored teaser per hit, not the
// full posting — the same ad re-appears across keyword sweeps with a
// different teaser each time, and `ads.set()` above only keeps the latest.
// A genuinely German ad (Consult & Pepper's recurring "Senior Fullstack
// Software Engineer" — full text: "In Deutsch bist du verhandlungssicher")
// slipped through repeatedly because whichever keyword ran last happened to
// anchor on an English-reading fragment of it. Collecting every variant and
// checking them together means one clean-looking teaser can no longer
// override another teaser that actually shows the German.
const descVariants = new Map<string, Set<string>>();
for (const keyword of JOBROOM_KEYWORDS) { for (const keyword of JOBROOM_KEYWORDS) {
process.stdout.write(` ${keyword} … `); process.stdout.write(` ${keyword} … `);
@@ -313,7 +323,11 @@ export async function fetchJobRoom(): Promise<Job[]> {
const hits = (await res.json()) as Array<{ jobAdvertisement?: JobRoomAd }>; const hits = (await res.json()) as Array<{ jobAdvertisement?: JobRoomAd }>;
for (const h of hits) { for (const h of hits) {
if (h.jobAdvertisement?.id) ads.set(h.jobAdvertisement.id, h.jobAdvertisement); const id = h.jobAdvertisement?.id;
if (!id) continue;
ads.set(id, h.jobAdvertisement!);
const d = h.jobAdvertisement!.jobContent?.jobDescriptions?.[0]?.description;
if (d) (descVariants.get(id) ?? descVariants.set(id, new Set()).get(id)!).add(d);
} }
total += hits.length; total += hits.length;
if (hits.length < 100) break; if (hits.length < 100) break;
@@ -341,8 +355,11 @@ export async function fetchJobRoom(): Promise<Job[]> {
// A handful of ads ship without a description. isViableDescription passes // A handful of ads ship without a description. isViableDescription passes
// those through by design, so leave contentChecked unset and let index.ts // those through by design, so leave contentChecked unset and let index.ts
// fall back to fetching the page. // fall back to fetching the page. When we do have variants, join every
const body = desc.description ?? ""; // one seen across keyword sweeps rather than just the last teaser stored
// on `ad` (see comment above) — more text only adds detection signal, it
// never removes any.
const body = [...(descVariants.get(ad.id) ?? [])].join(" \n ") || desc.description || "";
const hasBody = body.trim().length > 40; const hasBody = body.trim().length > 40;
if (hasBody && !isViableDescription(body).ok) { langDropped++; continue; } if (hasBody && !isViableDescription(body).ok) { langDropped++; continue; }
+19 -6
View File
@@ -295,10 +295,21 @@ export async function fetchDescription(id: string): Promise<string | null> {
return null; return null;
} }
/** English-language AND not demanding German above B1. */ /**
export async function isViableContent(id: string): Promise<{ ok: boolean; reason?: string }> { * English-language AND not demanding German above B1.
*
* `retry: true` means the description couldn't be read at all (rate-limited,
* stub page) — index.ts leaves the job out of the CSV entirely rather than
* defaulting to "keep", so it's picked up fresh and re-checked next run
* instead of ever being judged sight-unseen. The old default-to-keep here is
* what let a fully-German HRM Systems/Consult & Pepper posting ("In Deutsch
* bist du verhandlungssicher") through on 2026-09-10 — same failure mode as
* the CLEEVEN case above, just on the "keep" side of isViableContent instead
* of isEnglishContent.
*/
export async function isViableContent(id: string): Promise<{ ok: boolean; reason?: string; retry?: boolean }> {
const text = await fetchDescription(id); const text = await fetchDescription(id);
if (text === null) return { ok: true }; // keep when we genuinely can't read it if (text === null) return { ok: false, reason: "unreadable — retrying next run", retry: true };
if (hasNonEnglishUmlaut(text)) return { ok: false, reason: "non-English (umlaut)" }; if (hasNonEnglishUmlaut(text)) return { ok: false, reason: "non-English (umlaut)" };
const de = (text.match(DE_CONTENT_RE) ?? []).length; const de = (text.match(DE_CONTENT_RE) ?? []).length;
const fr = (text.match(FR_CONTENT_RE) ?? []).length; const fr = (text.match(FR_CONTENT_RE) ?? []).length;
@@ -344,11 +355,13 @@ export async function isEnglishUrl(url: string): Promise<boolean> {
} }
/** As isViableContent, but for an arbitrary job URL (non-LinkedIn sources). */ /** As isViableContent, but for an arbitrary job URL (non-LinkedIn sources). */
export async function isViableUrl(url: string): Promise<{ ok: boolean; reason?: string }> { export async function isViableUrl(url: string): Promise<{ ok: boolean; reason?: string; retry?: boolean }> {
try { try {
await Bun.sleep(350); await Bun.sleep(350);
const res = await fetch(url, { headers: HEADERS }); const res = await fetch(url, { headers: HEADERS });
if (!res.ok) return { ok: true }; // Same reasoning as isViableContent: an unreadable page shouldn't default
// to "keep" — defer it and let next run's fresh fetch actually judge it.
if (!res.ok) return { ok: false, reason: "unreadable — retrying next run", retry: true };
const text = (await res.text()).replace(/<[^>]+>/g, " "); const text = (await res.text()).replace(/<[^>]+>/g, " ");
if (hasNonEnglishUmlaut(text)) return { ok: false, reason: "non-English (umlaut)" }; if (hasNonEnglishUmlaut(text)) return { ok: false, reason: "non-English (umlaut)" };
const de = (text.match(DE_CONTENT_RE) ?? []).length; const de = (text.match(DE_CONTENT_RE) ?? []).length;
@@ -357,7 +370,7 @@ export async function isViableUrl(url: string): Promise<{ ok: boolean; reason?:
if (requiresGerman(text)) return { ok: false, reason: "requires German > B1" }; if (requiresGerman(text)) return { ok: false, reason: "requires German > B1" };
return { ok: true }; return { ok: true };
} catch { } catch {
return { ok: true }; return { ok: false, reason: "unreadable — retrying next run", retry: true };
} }
} }