Full diff
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"checked_utc": "2026-08-26T13:00:34.211320+00:00",\n- "next_retry_utc": "2026-08-26T19:00:34.211320+00:00"\n+ "status": "matched",\n+ "image": {\n+ "url": "https://thumb.wikimedia.org/wikipedia/commons/thumb/c/c6/China_Airlines_Airbus_A350-900_B-18918.jpg/1280px-China_Airlines_Airbus_A350-900_B-18918.jpg?utm_source=commons.wikimedia.org&utm_campaign=imageinfo&utm_content=thumbnail",\n+ "link": "https://commons.wikimedia.org/wiki/File:China_Airlines_Airbus_A350-900_B-18918.jpg",\n+ "credit": "Melv_L - MACASR",\n+ "license": "CC BY-SA 2.0",\n+ "provider": "Wikimedia Commons",\n+ "kind": "file_photo",\n+ "matched": "China Airlines Airbus A350-900",\n+ "subject": "China Airlines Airbus A350-900",\n+ "photoYear": 2019\n+ },\n+ "checked_utc": "2026-09-10T14:04:56+00:00"\n },\n "a-20260826-1232-us-army-mh-60-black-hawk-comes-down-near": {\n "status": "matched",\n@@ -4577,17 +4604,17 @@\n "a-20260910-0755-china-airlines-to-raise-international-bo": {\n "status": "matched",\n "image": {\n- "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/df/China_Airlines_Boeing_737-800_B-18651_on_final_approach_to_Taoyuan_February_2026.jpg/1280px-China_Airlines_Boeing_737-800_B-18651_on_final_approach_to_Taoyuan_February_2026.jpg?utm_source=commons.wikimedia.org&utm_campaign=imageinfo&utm_content=thumbnail",\n- "link": "https://commons.wikimedia.org/wiki/File:China_Airlines_Boeing_737-800_B-18651_on_final_approach_to_Taoyuan_February_2026.jpg",\n- "credit": "4300streetcar",\n- "license": "CC BY 4.0",\n+ "url": "https://thumb.wikimedia.org/wikipedia/commons/thumb/8/87/Airbus_A350-941_%E2%80%98B-18918%E2%80%99_China_Airlines_%28Carbon_Fibre_livery%29_%2855500680951%29.jpg/1280px-Airbus_A350-941_%E2%80%98B-18918%E2%80%99_China_Airlines_%28Carbon_Fibre_livery%29_%2855500680951%29.jpg?utm_source=commons.wikimedia.org&utm_campaign=imageinfo&utm_content=thumbnail",\n+ "link": "https://commons.wikimedia.org/wiki/File:Airbus_A350-941_%E2%80%98B-18918%E2%80%99_China_Airlines_(Carbon_Fibre_livery)_(55500680951).jpg",\n+ "credit": "Alan Wilson",\n+ "license": "CC BY-SA 4.0",\n "provider": "Wikimedia Commons",\n "kind": "file_photo",\n- "matched": "topic:china-airlines",\n- "subject": "China Airlines Boeing 737-800",\n+ "matched": "China Airlines Airbus A350-900",\n+ "subject": "China Airlines Airbus A350-900",\n "photoYear": 2026\n },\n- "checked_utc": "2026-09-10T08:16:48.824123+00:00"\n+ "checked_utc": "2026-09-10T14:04:56+00:00"\n },\n "a-20260910-0755-netherlands-signs-letter-of-intent-to-ac": {\n "status": "none",\n@@ -79,24 +79,6 @@\n "photoYear": 2012,\n },\n },\n- {\n- "name": "china-airlines",\n- "patterns": (\n- re.compile(r"^(?:華航|中華航空)"),\n- re.compile(r"^China Airlines\b", re.I),\n- ),\n- "image": {\n- "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/df/China_Airlines_Boeing_737-800_B-18651_on_final_approach_to_Taoyuan_February_2026.jpg/1280px-China_Airlines_Boeing_737-800_B-18651_on_final_approach_to_Taoyuan_February_2026.jpg?utm_source=commons.wikimedia.org&utm_campaign=imageinfo&utm_content=thumbnail",\n- "link": "https://commons.wikimedia.org/wiki/File:China_Airlines_Boeing_737-800_B-18651_on_final_approach_to_Taoyuan_February_2026.jpg",\n- "credit": "4300streetcar",\n- "license": "CC BY 4.0",\n- "provider": "Wikimedia Commons",\n- "kind": "file_photo",\n- "matched": "topic:china-airlines",\n- "subject": "China Airlines Boeing 737-800",\n- "photoYear": 2026,\n- },\n- },\n {\n "name": "f16",\n "patterns": (\n@@ -222,6 +222,11 @@ def rejection_reason(article, raw, captions=None):\n if airline:\n if not any(phrase(alias, ev) for alias in images._airline_aliases(airline)):\n return "airline-mismatch"\n+ if stock and not model:\n+ quality_reason = images.profiled_airline_stock_reason(\n+ article, airline, ev)\n+ if quality_reason:\n+ return quality_reason\n if not model and im.get("provider") == "Wikimedia Commons":\n try:\n if not images._article_year(article)-10 <= int(im.get("photoYear")) <= images._article_year(article):\n@@ -84,6 +84,7 @@\n MAX_ARTICLE_AGE_DAYS = 7 # scan only the user-facing seven-day news window\n GENERIC_AIRLINE_MAX_PHOTO_AGE_YEARS = 10\n GENERIC_ORG_MAX_PHOTO_AGE_YEARS = 10\n+MAX_PROFILE_MODEL_QUERIES = 2\n \n \n def _retry_after_hours(attempts: int) -> int:\n@@ -183,6 +184,19 @@ def _retry_after_hours(attempts: int) -> int:\n .get("airports") or [])\n if isinstance(a, dict)\n ]\n+_visual_profiles = {\n+ str(row.get("airline") or "").casefold(): row\n+ for row in (load_json(ROOT / "config" / "airline_visual_profiles.json", {})\n+ .get("profiles") or [])\n+ if isinstance(row, dict) and row.get("airline")\n+}\n+\n+_CARGO_VISUAL_RE = re.compile(\n+ r"貨機|貨運|航空貨運|全貨機|客改貨|\bcargo\b|\bfreight(?:er)?\b", re.I)\n+_REGIONAL_VISUAL_RE = re.compile(\n+ r"國內線|區域航線|短程航線|離島航線|\bdomestic\b|\bregional\b|\bshort[- ]haul\b",\n+ re.I,\n+)\n \n \n def _article_text(article: dict) -> str:\n@@ -204,6 +218,58 @@ def _article_text(article: dict) -> str:\n return " ".join(parts)\n \n \n+def airline_visual_profile(airline: str | None) -> dict | None:\n+ """Return a verified profile; absence must never be filled by guessing."""\n+ return _visual_profiles.get(str(airline or "").casefold())\n+\n+\n+def airline_visual_role(article: dict) -> str:\n+ """Classify only broad roles that are safe for a generic airline photo."""\n+ lead = f"{article_headline_text(article)} {article_lead_text(article)}"\n+ if _CARGO_VISUAL_RE.search(lead):\n+ return "cargo"\n+ if _REGIONAL_VISUAL_RE.search(lead):\n+ return "regional"\n+ return "flagship"\n+\n+\n+def preferred_airline_models(article: dict, airline: str | None) -> list[str]:\n+ """Verified representative models for an airline-only story.\n+\n+ Exact article-named models bypass this function. A cargo story with no\n+ verified cargo profile deliberately returns no passenger substitute.\n+ """\n+ profile = airline_visual_profile(airline)\n+ if not profile:\n+ return []\n+ role = airline_visual_role(article)\n+ values = profile.get(role) or (\n+ [] if role == "cargo" else profile.get("flagship"))\n+ return [str(value).strip() for value in values or [] if str(value).strip()]\n+\n+\n+def profiled_airline_stock_reason(article: dict, airline: str,\n+ evidence_text: str) -> str | None:\n+ """Reject a generic stock photo outside the airline's verified role."""\n+ if find_aircraft_type(article):\n+ return None\n+ profile = airline_visual_profile(airline)\n+ if not profile:\n+ return None\n+ from image_selection import model_matches\n+ role = airline_visual_role(article)\n+ allowed = preferred_airline_models(article, airline)\n+ if role == "cargo" and not allowed:\n+ return "airline-cargo-profile-unavailable"\n+ if any(model_matches(str(model), evidence_text)\n+ for model in profile.get("excluded_generic") or []):\n+ return "nonrepresentative-airline-stock"\n+ if allowed and not any(model_matches(model, evidence_text)\n+ for model in allowed):\n+ return "airline-role-mismatch"\n+ return None\n+\n+\n def find_registration(article: dict) -> str | None:\n lead = article_lead_text(article)\n entities = article.get("entities") or {}\n@@ -552,7 +618,8 @@ def lookup_commons(query: str, require_tokens: list[str],\n subject: str | None = None,\n require_all: bool = False,\n min_year: int | None = None,\n- prefer_recent: bool = False,\n+ prefer_recent: bool = False, prefer_landscape: bool = False,\n+ required_model: str | None = None,\n reject_title_re=None, article=None, usage=None) -> dict | None:\n """First freely-licensed Commons bitmap matching the query.\n \n@@ -568,7 +635,7 @@ def lookup_commons(query: str, require_tokens: list[str],\n "gsrlimit": 20,\n "gsrsearch": f"filetype:bitmap {query}",\n "prop": "imageinfo",\n- "iiprop": "url|extmetadata",\n+ "iiprop": "url|size|extmetadata",\n "iiurlwidth": 1280,\n })\n if resp.status_code != 200:\n@@ -587,6 +654,10 @@ def lookup_commons(query: str, require_tokens: list[str],\n if tokens and (not all(token_hits) if require_all\n else not any(token_hits)):\n continue\n+ if required_model:\n+ from image_selection import model_matches\n+ if not model_matches(required_model, title):\n+ continue\n for info in page.get("imageinfo") or []:\n meta = info.get("extmetadata") or {}\n license_name = _strip_html(\n@@ -620,11 +691,20 @@ def lookup_commons(query: str, require_tokens: list[str],\n count = (usage or {}).get(image_key(candidate), 0)\n if count >= MAX_STOCK_REUSE:\n continue\n- if not prefer_recent and not usage:\n+ if not prefer_recent and not prefer_landscape and not usage:\n return candidate\n- candidates.append((-count, photo_year or 0 if prefer_recent else 0,\n+ try:\n+ width = int(info.get("width") or 0)\n+ height = int(info.get("height") or 0)\n+ ratio = width / height if height else 0\n+ except (TypeError, ValueError, ZeroDivisionError):\n+ width, ratio = 0, 0\n+ landscape = int(1.25 <= ratio <= 2.5) if prefer_landscape else 0\n+ resolution = min(width, 4000) if prefer_landscape else 0\n+ candidates.append((-count, landscape, resolution,\n+ photo_year or 0 if prefer_recent else 0,\n -int(page.get("index", 99)), candidate))\n- return max(candidates, key=lambda row: row[:3])[3] if candidates else None\n+ return max(candidates, key=lambda row: row[:-1])[-1] if candidates else None\n \n \n def resolve_image(article: dict, *, usage=None, diagnostics=None) -> dict | None:\n@@ -676,11 +756,33 @@ def commons(query, tokens, **kwargs):\n # within A350-900); an exact phrase prefilter would discard them first.\n photo = commons(query, [airline] if airline else [],\n subject=query.removesuffix(" aircraft"), require_all=True,\n+ prefer_landscape=True,\n reject_title_re=BAD_AIRCRAFT_TITLE_RE)\n elif airline:\n- photo = commons(f"{airline} aircraft exterior", [airline], subject=airline,\n- min_year=_article_year(article)-GENERIC_AIRLINE_MAX_PHOTO_AGE_YEARS,\n- prefer_recent=True, reject_title_re=_BAD_AIRLINE_IMAGE_RE)\n+ profile = airline_visual_profile(airline)\n+ role = airline_visual_role(article)\n+ preferred = preferred_airline_models(article, airline)\n+ for representative in preferred[:MAX_PROFILE_MODEL_QUERIES]:\n+ photo = commons(\n+ f"{airline} {representative}", [airline],\n+ subject=f"{airline} {representative}", require_all=True,\n+ required_model=representative,\n+ min_year=_article_year(article)-GENERIC_AIRLINE_MAX_PHOTO_AGE_YEARS,\n+ prefer_recent=True, prefer_landscape=True,\n+ reject_title_re=_BAD_AIRLINE_IMAGE_RE)\n+ if photo:\n+ break\n+ # Unprofiled cargo carriers still receive a cargo-specific query. A\n+ # profiled passenger airline with no verified cargo fleet fails closed.\n+ if not preferred and (role != "cargo" or not profile):\n+ generic_query = (f"{airline} cargo aircraft"\n+ if role == "cargo"\n+ else f"{airline} aircraft exterior")\n+ photo = commons(\n+ generic_query, [airline], subject=airline,\n+ min_year=_article_year(article)-GENERIC_AIRLINE_MAX_PHOTO_AGE_YEARS,\n+ prefer_recent=True, prefer_landscape=True,\n+ reject_title_re=_BAD_AIRLINE_IMAGE_RE)\n else:\n org = find_org(article)\n if org:\n@@ -57,15 +57,11 @@ def main() -> int:\n assert english is not None\n assert english["matched"] == "topic:drone"\n \n- # A China Airlines headline gets an aircraft file photo, not a cabin or\n- # lounge image; a body-only comparison mention must not trigger it.\n- china = image_fallbacks.topic_image(\n+ # Airlines use the shared verified fleet-profile search. Topic fallbacks\n+ # must not give one carrier a permanently hard-coded aircraft photo.\n+ assert image_fallbacks.topic_image(\n article("華航籌集公益款項捐贈團體", "中華航空公布會員哩程捐贈成果")\n- )\n- assert china is not None\n- assert china["matched"] == "topic:china-airlines"\n- assert china["subject"] == "China Airlines Boeing 737-800"\n- assert "Boeing_737-800" in china["url"]\n+ ) is None\n assert image_fallbacks.topic_image(\n article("星宇航空公布新航線", "華航也在同篇背景資料中被提及")\n ) is None\n@@ -26,6 +26,18 @@ def photo(filename, **extra):\n \n \n class ImageSelectionTests(unittest.TestCase):\n+ def test_visual_profiles_are_auditable_and_not_a_single_airline_exception(self):\n+ profiles = list(images._visual_profiles.values())\n+ self.assertGreaterEqual(len(profiles), 9)\n+ for profile in profiles:\n+ with self.subTest(airline=profile.get("airline")):\n+ self.assertTrue(str(profile.get("source") or "").startswith("https://"))\n+ self.assertRegex(str(profile.get("verified_utc") or ""), r"^20\d\d-")\n+ self.assertIsInstance(profile.get("flagship"), list)\n+ self.assertFalse(\n+ set(profile.get("flagship") or [])\n+ & set(profile.get("excluded_generic") or []))\n+\n def test_medical_logistics_cannot_use_consumer_quadcopter(self):\n im = photo("Quadcopter_Drone_in_flight", matched="topic:drone")\n for title in ("JEDSY medical logistics drone partnership",\n@@ -107,6 +119,62 @@ def test_topic_rule_does_not_override_model(self):\n a = article("China Airlines A350-1000 delivery")\n self.assertIsNone(image_fallbacks.topic_image(a, allow_airport_lookup=False))\n \n+ def test_airline_profiles_apply_the_same_role_rules_across_carriers(self):\n+ cases = (\n+ ("China Airlines reports annual earnings", "Airbus A350-900"),\n+ ("EVA Air reports annual earnings", "Boeing 787-10"),\n+ ("STARLUX Airlines reports annual earnings", "Airbus A350-1000"),\n+ ("Delta Air Lines reports annual earnings", "Airbus A350-900"),\n+ )\n+ for title, expected in cases:\n+ a = article(title, entities={"airlines": [title.split(" reports")[0]]})\n+ airline = images.find_airline(a)\n+ self.assertEqual(images.preferred_airline_models(a, airline)[0], expected)\n+\n+ def test_airline_profiles_separate_cargo_from_passenger_images(self):\n+ a = article("China Airlines cargo revenue rises",\n+ entities={"airlines": ["China Airlines"]})\n+ self.assertEqual(images.airline_visual_role(a), "cargo")\n+ self.assertEqual(images.preferred_airline_models(a, "China Airlines")[:2],\n+ ["Boeing 777F", "Boeing 747-400F"])\n+ self.assertEqual(\n+ images.profiled_airline_stock_reason(\n+ a, "China Airlines", "China Airlines Airbus A350-900"),\n+ "airline-role-mismatch")\n+\n+ def test_nonrepresentative_generic_stock_is_rejected_but_exact_story_is_not(self):\n+ generic = article("China Airlines reports annual earnings",\n+ entities={"airlines": ["China Airlines"]})\n+ old = photo("China_Airlines_Boeing_737-800")\n+ self.assertEqual(policy.rejection_reason(generic, old),\n+ "nonrepresentative-airline-stock")\n+ exact = article("China Airlines Boeing 737-800 maintenance update",\n+ entities={"airlines": ["China Airlines"],\n+ "aircraft_models": ["Boeing 737-800"]})\n+ self.assertIsNone(policy.rejection_reason(exact, old))\n+\n+ def test_unprofiled_airline_is_not_guessed(self):\n+ a = article("Air Astana reports annual earnings",\n+ entities={"airlines": ["Air Astana"]})\n+ self.assertEqual(images.preferred_airline_models(a, "Air Astana"), [])\n+\n+ def test_published_china_airlines_737_photos_require_a_737_story(self):\n+ root = Path(__file__).resolve().parents[1] / "data" / "articles"\n+ violations = []\n+ for path in root.glob("*.json"):\n+ batch = json.loads(path.read_text(encoding="utf-8"))\n+ for row in batch.get("articles") or []:\n+ image = row.get("image") or {}\n+ if not isinstance(image, dict):\n+ continue\n+ identity = f"{image.get('url', '')} {image.get('subject', '')}"\n+ if "China_Airlines_Boeing_737" not in identity and \\n+ "China Airlines Boeing 737" not in identity:\n+ continue\n+ if "737" not in images.article_headline_text(row):\n+ violations.append(row.get("id"))\n+ self.assertEqual(violations, [])\n+\n def test_captioned_rss_wrong_carrier_is_rejected(self):\n a = article("Alaska Airlines sued", entities={"airlines": ["Alaska Airlines"]}, sources=[{"url": "https://publisher.test/story"}])\n url = "https://cdn.test/photo.jpg"\n@@ -197,6 +265,28 @@ def json(self): return payload\n article=a, require_all=True, usage={policy.image_key(first): 1})\n self.assertEqual(found["url"], second["url"])\n \n+ def test_landscape_aircraft_photo_beats_portrait_result(self):\n+ a = article("Delta Air Lines Airbus A350")\n+ payload = {"query": {"pages": {\n+ "1": {"index": 0, "title": "File:Delta Air Lines Airbus A350-941 portrait.jpg",\n+ "imageinfo": [{"thumburl": "https://upload.wikimedia.org/portrait.jpg",\n+ "width": 1200, "height": 1800,\n+ "extmetadata": {"LicenseShortName": {"value": "CC BY 4.0"}}}]},\n+ "2": {"index": 1, "title": "File:Delta Air Lines Airbus A350-941 landscape.jpg",\n+ "imageinfo": [{"thumburl": "https://upload.wikimedia.org/landscape.jpg",\n+ "width": 2400, "height": 1400,\n+ "extmetadata": {"LicenseShortName": {"value": "CC BY 4.0"}}}]},\n+ }}}\n+ class Response:\n+ status_code = 200\n+ def json(self): return payload\n+ with patch.object(images.requests, "get", return_value=Response()):\n+ found = images.lookup_commons(\n+ "Delta Air Lines Airbus A350", ["Delta Air Lines"],\n+ article=a, require_all=True, required_model="Airbus A350-900",\n+ prefer_landscape=True)\n+ self.assertEqual(found["url"], "https://upload.wikimedia.org/landscape.jpg")\n+\n def test_failed_provider_continues_to_next(self):\n a = article("Delta Air Lines Airbus A350")\n im = photo("Delta_Air_Lines_Airbus_A350")\n@@ -344,10 +344,11 @@ def reset():\n "a-generic-china", "China Airlines provides relief flight assistance")\n generic_china_story["entities"]["airlines"] = ["China Airlines"]\n old_generic_airline_image = {\n- "url": "https://upload.wikimedia.org/China_Airlines_Boeing_737-800.jpg",\n+ "url": "https://upload.wikimedia.org/China_Airlines_Airbus_A350-900.jpg",\n "link": "https://commons.wikimedia.org/w/old",\n "provider": "Wikimedia Commons", "kind": "file_photo",\n- "matched": "China Airlines aircraft", "subject": "China Airlines",\n+ "matched": "China Airlines Airbus A350-900",\n+ "subject": "China Airlines Airbus A350-900",\n }\n fresh_generic_airline_image = dict(old_generic_airline_image,\n photoYear=now_utc().year)
