fix(projekt-matching): break infinite alert loop (issue 2)
Root cause chain (evidence: 25+ failed traces on nproj/3022414): straight quote in page text ends the guided-decoding JSON string early -> grammar deadlock -> whitespace loop until context/token limit -> chat_json fails 3x (~35 min) -> IMAP conn idles out -> move_to_trash raises -> mail never trashed -> reprocessed forever. - ingest/mailer: MailBox.ensure_alive() reconnect before finalize; move_to_trash failure falls back to flag_checked, run continues - stages: page_text() feeds only div.content minus skill-tag cloud to the LLM and maps quote chars to apostrophes (the actual degeneration trigger, live-verified: extract now OK in 21 s) - llm: requirements maxItems 40; max_tokens 8192 caps degenerate runs at ~100 s instead of ~10 min Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
@@ -119,6 +119,10 @@ def run_ingest(cfg, mailbox=None, dispatch=None, espo=None, resolve=None):
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or f"unbekannter Status: {result.get('status')!r}")
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results.append(result)
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summary[result["status"]] += 1
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try:
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box.ensure_alive() # Flow-2-Dispatches können >30 min dauern — Server-Idle-Timeout
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except Exception: # noqa: BLE001
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pass # Alert/Trash unten haben eigene Fallbacks
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failed = [r for r in results if r["status"] == "failed"]
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if failed:
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lines = "\n\n".join(
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@@ -134,7 +138,14 @@ def run_ingest(cfg, mailbox=None, dispatch=None, espo=None, resolve=None):
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"werden:\n\n" + lines + "\n")
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except Exception: # noqa: BLE001
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summary["alertFailed"] = summary.get("alertFailed", 0) + 1
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box.move_to_trash(uid)
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try:
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box.move_to_trash(uid)
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except Exception: # noqa: BLE001
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summary["trashFailed"] = summary.get("trashFailed", 0) + 1
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try:
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box.flag_checked(uid) # nie erneut verarbeiten — Terminal-Zustand
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except Exception: # noqa: BLE001
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pass # nächster Lauf räumt auf
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return summary
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finally:
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box.close()
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@@ -1,7 +1,9 @@
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"""vLLM (OpenAI-compatible) calls with response_format json_schema + German prompts.
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max_tokens stays UNSET so nothing can truncate the final answer (65k
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context window). Thinking is DISABLED via chat_template_kwargs: with the
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max_tokens is capped at 8192: every valid answer fits comfortably, and an
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uncapped run lets a degenerate generation grind for ~10 min before failing
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(observed live: 100+-requirement JSON, broken at ~char 1725, 3 retries =
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~35 min per cycle). Thinking is DISABLED via chat_template_kwargs: with the
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vLLM qwen3 reasoning parser active, json_schema guided decoding plus
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thinking degenerates — the run burns the entire context window
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(finish_reason "length", ~63k completion tokens) and returns empty or
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@@ -34,6 +36,7 @@ EXTRACT_SCHEMA = {
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"contactPerson": {"type": ["string", "null"]},
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"requirements": {
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"type": "array",
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"maxItems": 40,
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"items": {
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"type": "object",
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"properties": {
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@@ -139,6 +142,7 @@ z. B. vLLM, TGI, Triton" ab).
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def _post(base, model, messages, schema):
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body = {"model": model, "messages": messages, "temperature": 0.1,
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"max_tokens": 8192,
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"chat_template_kwargs": {"enable_thinking": False},
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"response_format": {"type": "json_schema", "json_schema": {
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"name": "out", "schema": schema}}}
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@@ -16,12 +16,31 @@ KEYWORD = "$ProjektChecked"
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class MailBox:
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def __init__(self, user, password, conn=None):
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self.conn = conn or imaplib.IMAP4_SSL(IMAP_HOST, IMAP_PORT)
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if conn is None:
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self.conn.login(user, password)
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self.user, self.password = user, password
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self.conn = conn or self._connect()
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self.conn.select("INBOX")
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self._trash = None
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def _connect(self):
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conn = imaplib.IMAP4_SSL(IMAP_HOST, IMAP_PORT)
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conn.login(self.user, self.password)
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return conn
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def ensure_alive(self):
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"""Reconnect if the server dropped the connection (idle timeout)."""
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try:
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typ, _ = self.conn.noop()
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if typ == "OK":
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return
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except Exception: # noqa: BLE001
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pass
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try:
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self.conn.logout()
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except Exception: # noqa: BLE001
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pass
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self.conn = self._connect()
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self.conn.select("INBOX")
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def unchecked_uids(self):
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typ, data = self.conn.uid("SEARCH", None, f"UNKEYWORD {KEYWORD}")
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if typ != "OK" or not data or not data[0]:
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@@ -20,6 +20,7 @@ TEAM_BY_OFFER = {"Projekt": "DesTEngS",
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"Arbeitnehmer-Angebot": "Arbeitnehmer",
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"ANÜ": "ANÜ"}
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MIN_PAGE_CHARS = 200
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QUOTES = str.maketrans({c: "'" for c in "„“”\"«»‹›"})
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def run_stage(name, fn, ctx, cfg, **kw):
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@@ -32,6 +33,25 @@ def run_stage(name, fn, ctx, cfg, **kw):
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return ctx
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def page_text(html):
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"""Project text for the LLM: header + description, WITHOUT the skill-tag
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cloud (div.project-body-badges, ~100 entries on some pages — blows the
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requirements list up until the model emits broken JSON) and without
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site chrome. Falls back to whole-page text if div.content is missing."""
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soup = BeautifulSoup(html, "html.parser")
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for tag in soup(["script", "style", "noscript"]):
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tag.decompose()
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root = soup.find("div", class_="content") or soup
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for tag in root.find_all(class_="project-body-badges"):
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tag.decompose()
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# Anführungszeichen -> Apostroph: ein wörtlich übernommenes " beendet den
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# JSON-String vorzeitig und treibt guided decoding in eine Whitespace-
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# Endlosschleife (finish_reason "length", live verifiziert an nproj/3022414)
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return "\n".join(line for line in
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root.get_text("\n", strip=True).splitlines()
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if line.strip()).translate(QUOTES)
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def stage_fetch(ctx, cfg):
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last = None
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for attempt in range(3):
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@@ -39,12 +59,7 @@ def stage_fetch(ctx, cfg):
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resp = requests.get(ctx["canonical"], timeout=30,
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headers={"User-Agent": BROWSER_UA})
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resp.raise_for_status()
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soup = BeautifulSoup(resp.text, "html.parser")
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for tag in soup(["script", "style", "noscript"]):
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tag.decompose()
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text = "\n".join(line for line in
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soup.get_text("\n", strip=True).splitlines()
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if line.strip())
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text = page_text(resp.text)
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if len(text) < MIN_PAGE_CHARS:
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raise ValueError(
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f"Seitentext zu kurz ({len(text)} Zeichen) — "
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@@ -156,6 +156,63 @@ def test_close_called_even_if_unchecked_uids_raises(tmp_path):
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box.close.assert_called_once()
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def test_ensure_alive_called_before_finalize(tmp_path):
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mails = {"1": mail("Mail", PROJECT_HTML)}
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summary, box, sent = run(tmp_path, mails,
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dispatch_result={"status": "failed",
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"error": "Read timed out"})
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names = [c[0] for c in box.method_calls]
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assert "ensure_alive" in names
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assert names.index("ensure_alive") < names.index("move_to_trash")
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box.move_to_trash.assert_called_once_with("1")
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assert len(sent) == 1
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def test_trash_failure_falls_back_to_flag_and_continues(tmp_path):
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mails = {"1": mail("Mail A", PROJECT_HTML),
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"2": mail("Mail B", PROJECT_HTML)}
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box = mock.Mock()
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box.unchecked_uids.return_value = ["1", "2"]
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box.fetch.side_effect = lambda uid: mails[uid]
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box.move_to_trash.side_effect = [OSError("socket error: EOF"), None]
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espo = mock.Mock()
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espo.find_opportunity_by_link.return_value = None
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with mock.patch("projektmatch.ingest.mailparse.bodies",
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side_effect=lambda m: (m["html"], "")), \
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mock.patch("projektmatch.ingest.mailer.send_mail", lambda *a: None):
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summary = ingest.run_ingest(
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cfg(tmp_path), mailbox=box, espo=espo,
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resolve=lambda url: "https://www.freelancermap.de/projekt/eins",
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dispatch=lambda item: {"status": "created"})
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assert summary["trashFailed"] == 1
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assert summary["created"] == 2
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box.flag_checked.assert_called_once_with("1")
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assert box.move_to_trash.call_count == 2
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def test_dead_connection_everywhere_still_finishes_run(tmp_path):
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mails = {"1": mail("Mail A", PROJECT_HTML),
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"2": mail("Mail B", PROJECT_HTML)}
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box = mock.Mock()
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box.unchecked_uids.return_value = ["1", "2"]
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box.fetch.side_effect = lambda uid: mails[uid]
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box.ensure_alive.side_effect = OSError("server unreachable")
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box.move_to_trash.side_effect = OSError("socket error: EOF")
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box.flag_checked.side_effect = OSError("socket error: EOF")
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espo = mock.Mock()
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espo.find_opportunity_by_link.return_value = None
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with mock.patch("projektmatch.ingest.mailparse.bodies",
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side_effect=lambda m: (m["html"], "")), \
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mock.patch("projektmatch.ingest.mailer.send_mail", lambda *a: None):
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summary = ingest.run_ingest(
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cfg(tmp_path), mailbox=box, espo=espo,
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resolve=lambda url: "https://www.freelancermap.de/projekt/eins",
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dispatch=lambda item: {"status": "created"})
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assert summary["trashFailed"] == 2
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assert summary["created"] == 2
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box.close.assert_called_once()
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def test_parse_run_result_finds_status_json():
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inner = json.dumps({"status": "created", "mustMatch": 90})
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payload = {"outputs": [{"outputs": [{"results": {"text": {
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@@ -24,11 +24,16 @@ def test_chat_json_strips_think_and_parses():
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{"type": "object"})
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assert out == {"a": 1}
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body = p.call_args.kwargs["json"]
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assert "max_tokens" not in body
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assert body["max_tokens"] == 8192
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assert body["chat_template_kwargs"] == {"enable_thinking": False}
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assert body["response_format"]["json_schema"]["schema"] == {"type": "object"}
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def test_extract_schema_caps_requirements_list():
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reqs = llm.EXTRACT_SCHEMA["properties"]["requirements"]
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assert reqs["maxItems"] == 40
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def test_chat_json_strips_markdown_fences():
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content = "```json\n{\"a\": 2}\n```"
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with mock.patch("projektmatch.llm.requests.post", fake_post([content])):
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@@ -83,6 +83,28 @@ def test_send_mail_survives_append_failure():
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mailer.send_mail("u@x", "pw", "to@x", "Subj", "Body")
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def test_ensure_alive_keeps_healthy_connection():
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conn = fake_conn()
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conn.noop.return_value = ("OK", [b""])
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box = mailer.MailBox("u", "p", conn=conn)
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box.ensure_alive()
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assert box.conn is conn
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conn.noop.assert_called_once()
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def test_ensure_alive_reconnects_on_dead_connection():
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conn = fake_conn()
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conn.noop.side_effect = OSError("connection closed")
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box = mailer.MailBox("u", "p", conn=conn)
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fresh = fake_conn()
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with mock.patch("projektmatch.mailer.imaplib.IMAP4_SSL",
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return_value=fresh):
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box.ensure_alive()
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assert box.conn is fresh
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fresh.login.assert_called_once_with("u", "p")
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fresh.select.assert_called_once_with("INBOX")
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def test_append_sent_uses_special_use_folder():
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conn = mock.Mock()
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conn.list.return_value = ("OK", [
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@@ -33,6 +33,68 @@ def ctx_after_match(ratings):
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return ctx
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PROJECT_PAGE = """
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<html><body>
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<nav>Login Registrieren</nav>
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<div class="content">
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<div class="project-header">
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<h1>ISTQB Testautomatisierung (m/w/d)</h1>
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<span>iSAX Consulting GmbH</span>
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<span>Start 8/2026</span>
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</div>
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<div class="project-body">
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<div class="project-body-badges badges-container">
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<a href="#">ISTQB</a><a href="#">Testsuite</a><a href="#">IBM Aix</a>
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</div>
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<div class="project-body-description">
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<p>Beschreibung: Muss-Anforderungen: 3 Jahre Testautomatisierung.
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Erstellung, Beratung und methodische Unterstuetzung der Projektteams
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bei Testkonzept und Teststrategie. Organisation der Testkoordination
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fuer einen uebergreifenden Test. Durchfuehrung von manuellen und
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automatisierten Tests sowie Last- und Performancetests.</p>
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</div>
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</div>
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</div>
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<footer>Impressum Datenschutz</footer>
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</body></html>
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"""
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def test_page_text_keeps_header_and_description_drops_tag_cloud():
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text = stages.page_text(PROJECT_PAGE)
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assert "ISTQB Testautomatisierung (m/w/d)" in text
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assert "Start 8/2026" in text
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assert "Muss-Anforderungen: 3 Jahre Testautomatisierung" in text
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assert "IBM Aix" not in text
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assert "Testsuite" not in text
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assert "Impressum" not in text
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def test_page_text_replaces_quotes_that_break_json_strings():
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html = ('<div class="content">Zertifizierung „ISTQB Certified Tester" '
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'sowie "Scrum" und “Kanban”.</div>')
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text = stages.page_text(html)
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assert '"' not in text
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assert "„" not in text and "“" not in text and "”" not in text
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assert "'ISTQB Certified Tester'" in text
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def test_page_text_falls_back_to_whole_page():
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html = "<html><body><p>Nur Text ohne content-Div.</p></body></html>"
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assert "Nur Text ohne content-Div." in stages.page_text(html)
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def test_stage_fetch_uses_project_section():
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resp = mock.Mock(status_code=200, text=PROJECT_PAGE)
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resp.raise_for_status = lambda: None
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ctx = {"canonical": "https://www.freelancermap.de/projekt/x", "title": "t"}
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with mock.patch("projektmatch.stages.requests.get", return_value=resp):
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out = stages.stage_fetch(dict(ctx), CFG)
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assert out["status"] == "ok"
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assert "IBM Aix" not in out["page_text"]
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assert "Muss-Anforderungen" in out["page_text"]
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def test_run_stage_catches_and_skips():
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def boom(ctx, cfg):
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raise ValueError("kaputt")
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Reference in New Issue
Block a user