{ "sha": "08e6974a05f3704253ae1e0bfe54edadebb0678f", "message": "improve airline image quality profiles", "author": { "login": "nnneeeooo-nnneeeooo", "name": "", "email": "" }, "committer": { "login": "nnneeeooo-nnneeeooo", "name": "", "email": "" }, "created_at": "2026-09-10T14:09:47Z", "files": [ { "filename": "config/airline_visual_profiles.json", "previous_filename": "", "status": "added", "additions": 96, "deletions": 0, "changes": 96 }, { "filename": "data/articles/2026-07-28T17.json", "previous_filename": "", "status": "modified", "additions": 7, "deletions": 7, "changes": 14 }, { "filename": "data/articles/2026-08-06T12.json", "previous_filename": "", "status": "modified", "additions": 6, "deletions": 6, "changes": 12 }, { "filename": "data/articles/2026-08-20T07.json", "previous_filename": "", "status": "modified", "additions": 4, "deletions": 4, "changes": 8 }, { "filename": "data/articles/2026-08-20T11.json", "previous_filename": "", "status": "modified", "additions": 4, "deletions": 4, "changes": 8 }, { "filename": "data/articles/2026-08-26T12.json", "previous_filename": "", "status": "modified", "additions": 7, "deletions": 7, "changes": 14 }, { "filename": "data/articles/2026-09-10T07.json", "previous_filename": "", "status": "modified", "additions": 6, "deletions": 6, "changes": 12 }, { "filename": "data/images.json", "previous_filename": "", "status": "modified", "additions": 61, "deletions": 34, "changes": 95 }, { "filename": "pipeline/image_fallbacks.py", "previous_filename": "", "status": "modified", "additions": 0, "deletions": 18, "changes": 18 }, { "filename": "pipeline/image_selection.py", "previous_filename": "", "status": "modified", "additions": 5, "deletions": 0, "changes": 5 }, { "filename": "pipeline/images.py", "previous_filename": "", "status": "modified", "additions": 110, "deletions": 8, "changes": 118 }, { "filename": "tests/test_image_fallbacks.py", "previous_filename": "", "status": "modified", "additions": 4, "deletions": 8, "changes": 12 }, { "filename": "tests/test_image_selection.py", "previous_filename": "", "status": "modified", "additions": 90, "deletions": 0, "changes": 90 }, { "filename": "tests/test_images.py", "previous_filename": "", "status": "modified", "additions": 3, "deletions": 2, "changes": 5 } ], "diff": "@@ -0,0 +1,96 @@\\n+{\\n+ \"version\": 1,\\n+ \"description\": \"Verified fleet-role preferences for generic airline news images. Exact event, registration and article-named aircraft evidence always outrank these profiles.\",\\n+ \"profiles\": [\\n+ {\\n+ \"airline\": \"China Airlines\",\\n+ \"flagship\": [\"Airbus A350-900\", \"Boeing 777-300ER\"],\\n+ \"regional\": [\"Airbus A321neo\", \"Airbus A330-300\"],\\n+ \"cargo\": [\"Boeing 777F\", \"Boeing 747-400F\"],\\n+ \"future\": [\"Airbus A350-1000\", \"Boeing 787-9\", \"Boeing 787-10\", \"Boeing 777-9\", \"Boeing 777-8F\"],\\n+ \"excluded_generic\": [\"Boeing 737-800\"],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.china-airlines.com/tw/en/about-china-airlines/about-us/operations\"\\n+ },\\n+ {\\n+ \"airline\": \"EVA Air\",\\n+ \"flagship\": [\"Boeing 787-10\", \"Boeing 787-9\", \"Boeing 777-300ER\"],\\n+ \"regional\": [\"Boeing 787-10\", \"Airbus A330-300\", \"Airbus A321-200\"],\\n+ \"cargo\": [\"Boeing 777F\"],\\n+ \"future\": [\"Airbus A350-1000\", \"Airbus A321neo\"],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.evaair.com/en-tw/about-eva-air/about-us/market-and-sales-overview/eva-air-fleet/\"\\n+ },\\n+ {\\n+ \"airline\": \"STARLUX Airlines\",\\n+ \"flagship\": [\"Airbus A350-1000\", \"Airbus A350-900\"],\\n+ \"regional\": [\"Airbus A330neo\", \"Airbus A321neo\"],\\n+ \"cargo\": [],\\n+ \"future\": [],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.starlux-airlines.com/en-US/experience/walk-into-starlux/our-fleet\"\\n+ },\\n+ {\\n+ \"airline\": \"Delta Air Lines\",\\n+ \"flagship\": [\"Airbus A350-900\", \"Airbus A330neo\"],\\n+ \"regional\": [\"Airbus A321neo\", \"Airbus A220-300\"],\\n+ \"cargo\": [],\\n+ \"future\": [\"Airbus A350-1000\", \"Boeing 787-10\"],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.delta.com/us/en/aircraft/overview\"\\n+ },\\n+ {\\n+ \"airline\": \"American Airlines\",\\n+ \"flagship\": [\"Boeing 787-9\", \"Boeing 777-300ER\"],\\n+ \"regional\": [\"Airbus A321neo\", \"Boeing 737 MAX 8\"],\\n+ \"cargo\": [],\\n+ \"future\": [],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.aa.com/web/i18n/travel-info/experience/planes/planes.html\"\\n+ },\\n+ {\\n+ \"airline\": \"Emirates\",\\n+ \"flagship\": [\"Airbus A380-800\", \"Airbus A350-900\", \"Boeing 777-300ER\"],\\n+ \"regional\": [\"Airbus A350-900\", \"Boeing 777-300ER\"],\\n+ \"cargo\": [],\\n+ \"future\": [],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.emirates.com/us/english/experience/our-fleet/\"\\n+ },\\n+ {\\n+ \"airline\": \"British Airways\",\\n+ \"flagship\": [\"Airbus A350-1000\", \"Boeing 787-10\", \"Boeing 787-9\"],\\n+ \"regional\": [\"Airbus A321neo\", \"Airbus A320neo\"],\\n+ \"cargo\": [],\\n+ \"future\": [],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.britishairways.com/content/information/about-ba/fleet-facts\"\\n+ },\\n+ {\\n+ \"airline\": \"All Nippon Airways\",\\n+ \"flagship\": [\"Boeing 787-9\", \"Boeing 787-10\"],\\n+ \"regional\": [\"Airbus A321neo\", \"Airbus A320neo\"],\\n+ \"cargo\": [\"Boeing 777F\", \"Boeing 767-300F\"],\\n+ \"future\": [],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.ana.co.jp/group/en/company/ana/scale/\"\\n+ },\\n+ {\\n+ \"airline\": \"Qatar Airways\",\\n+ \"flagship\": [\"Airbus A350-1000\", \"Airbus A350-900\", \"Boeing 787-9\"],\\n+ \"regional\": [\"Boeing 787-9\", \"Airbus A320-200\"],\\n+ \"cargo\": [],\\n+ \"future\": [],\\n+ \"excluded_generic\": [],\\n+ \"verified_utc\": \"2026-09-10T00:00:00Z\",\\n+ \"source\": \"https://www.qatarairways.com/en-gb/fleet.html\"\\n+ }\\n+ ]\\n+}\\n@@ -143,15 +143,15 @@\\n ]\\n },\\n \"image\": {\\n- \"url\": 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\"Wikimedia Commons\",\\n \"kind\": \"file_photo\",\\n- \"matched\": \"topic:china-airlines\",\\n- \"subject\": \"China Airlines Boeing 737-800\",\\n+ \"matched\": \"China Airlines Boeing 777F\",\\n+ \"subject\": \"China Airlines Cargo Boeing 777F\",\\n \"photoYear\": 2026\\n }\\n },\\n@@ -89,14 +89,14 @@\\n ]\\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+ \"url\": 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\"kind\": \"file_photo\",\\n- \"matched\": \"topic:china-airlines\",\\n- \"subject\": \"China Airlines Boeing 737-800\",\\n- \"photoYear\": 2026\\n+ \"matched\": \"China Airlines Airbus A350-900\",\\n+ \"subject\": \"China Airlines Airbus A350-900\",\\n+ \"photoYear\": 2019\\n },\\n \"zh\": {\\n \"title\": \"華航預計2027年3月起調整一線人員名牌呈現方式\",\\n@@ -6,14 +6,14 @@\\n \"cat\": \"biz\",\\n \"primarySource\": \"中央社 CNA 國籍航空\",\\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\": 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\"https://upload.wikimedia.org/wikipedia/commons/thumb/0/06/China_Airlines_Boeing_777-300ER_B-18051_departing_Taoyuan_February_2026.jpg/1280px-China_Airlines_Boeing_777-300ER_B-18051_departing_Taoyuan_February_2026.jpg?utm_source=commons.wikimedia.org&utm_campaign=imageinfo&utm_content=thumbnail\",\\n+ \"link\": \"https://commons.wikimedia.org/w/index.php?curid=187535326\",\\n+ \"credit\": \"4300streetcar\",\\n+ \"license\": \"CC BY 4.0\",\\n+ \"provider\": \"Wikimedia Commons\",\\n+ \"kind\": \"file_photo\",\\n+ \"matched\": \"China Airlines Boeing 777-300ER\",\\n+ \"subject\": \"China Airlines Boeing 777-300ER\",\\n+ \"photoYear\": 2026\\n+ },\\n+ \"checked_utc\": \"2026-09-10T14:04:56+00:00\"\\n },\\n \"a-20260820-0733-china-airlines-to-raise-cargo-fuel-surch\": {\\n- \"status\": \"none\",\\n- \"attempts\": 3,\\n- \"checked_utc\": \"2026-08-25T01:11:41.505073+00:00\",\\n- \"next_retry_utc\": \"2026-08-25T07:11:41.505073+00:00\"\\n+ \"status\": \"matched\",\\n+ \"image\": {\\n+ \"url\": \"https://thumb.wikimedia.org/wikipedia/commons/thumb/a/a4/China_Airlines_Cargo_Boeing_777F_B-18773_departing_Taoyuan_February_2026.jpg/1280px-China_Airlines_Cargo_Boeing_777F_B-18773_departing_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_Cargo_Boeing_777F_B-18773_departing_Taoyuan_February_2026.jpg\",\\n+ \"credit\": \"4300streetcar\",\\n+ \"license\": \"CC BY 4.0\",\\n+ \"provider\": \"Wikimedia Commons\",\\n+ \"kind\": \"file_photo\",\\n+ \"matched\": \"China Airlines Boeing 777F\",\\n+ \"subject\": \"China Airlines Cargo Boeing 777F\",\\n+ \"photoYear\": 2026\\n+ },\\n+ \"checked_utc\": \"2026-09-10T14:04:56+00:00\"\\n },\\n \"a-20260817-0444-china-airlines-wins-best-companies-to-wo\": {\\n \"status\": \"none\",\\n@@ -2814,10 +2832,19 @@\\n \"checked_utc\": \"2026-08-26T10:29:25.961860+00:00\"\\n },\\n \"a-20260826-1232-china-airlines-to-revise-frontline-staff\": {\\n- \"status\": \"none\",\\n- \"attempts\": 1,\\n- \"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)" }