diff --git a/.gitignore b/.gitignore index 613e2ce..ceda12e 100644 --- a/.gitignore +++ b/.gitignore @@ -28,7 +28,8 @@ Thumbs.db *.tmp *.bak *.cache +scratch/ # User settings – contains API keys and tokens, must NOT be committed model_resolver_settings.json -tests/ \ No newline at end of file +tests/ diff --git a/__init__.py b/__init__.py index d20223d..cf5a16d 100644 --- a/__init__.py +++ b/__init__.py @@ -9,6 +9,22 @@ import asyncio import threading import time +import sys +import os + +if not __package__ or __package__ == "": + this_dir = os.path.dirname(os.path.abspath(__file__)) + parent_dir = os.path.dirname(this_dir) + if parent_dir not in sys.path: + sys.path.insert(0, parent_dir) + package_name = os.path.basename(this_dir) + __package__ = package_name + + current_module = sys.modules.get(__name__) + if current_module: + sys.modules[package_name] = current_module + if not hasattr(current_module, "__path__"): + current_module.__path__ = [this_dir] from .core.log_system.log_funcs import ( create_module_logger, log_debug, @@ -38,6 +54,7 @@ class ModelResolverExtension: self.logger = create_module_logger(__name__) self.analysis_progress = {} self.search_progress = {} + self.cancelled_search_progress = set() self.search_progress_lock = threading.Lock() self.search_result_timestamps = {} @@ -959,6 +976,35 @@ class ModelResolverExtension: ] for progress_id in expired: self.search_progress.pop(progress_id, None) + self.cancelled_search_progress.difference_update(expired) + + def is_search_progress_cancelled(progress_id): + if not progress_id: + return False + with self.search_progress_lock: + return progress_id in self.cancelled_search_progress + + def mark_search_progress_cancelled(progress_id, source=""): + if not progress_id: + return False + cleanup_search_progress() + now = time.time() + with self.search_progress_lock: + current = self.search_progress.get(progress_id, {}) + self.cancelled_search_progress.add(progress_id) + self.search_progress[progress_id] = { + **current, + "progress_id": progress_id, + "source": source or current.get("source", ""), + "stage": "cancelled", + "message": "Cancelled", + "status": "cancelled", + "percent": 100, + "cancelled": True, + "updated_at": now, + "created_at": current.get("created_at", now), + } + return True def update_search_progress( progress_id, @@ -975,6 +1021,23 @@ class ModelResolverExtension: now = time.time() with self.search_progress_lock: current = self.search_progress.get(progress_id, {}) + if ( + progress_id in self.cancelled_search_progress + and status != "cancelled" + ): + self.search_progress[progress_id] = { + **current, + "progress_id": progress_id, + "source": source or current.get("source", ""), + "stage": "cancelled", + "message": "Cancelled", + "status": "cancelled", + "percent": 100, + "cancelled": True, + "updated_at": now, + "created_at": current.get("created_at", now), + } + return payload = { **current, "progress_id": progress_id, @@ -1005,10 +1068,33 @@ class ModelResolverExtension: return web.json_response({"exists": False}) return web.json_response({"exists": True, **progress}) + @routes.post("/model_resolver/search-cancel/{progress_id}") + @json_api_endpoint("search-cancel", return_success_on_error=True) + async def cancel_search_progress_route(request): + """Mark an in-flight source search as cancelled.""" + progress_id = request.match_info.get("progress_id", "").strip() + if not progress_id: + return web.json_response( + {"error": "Progress ID is required"}, status=400 + ) + marked = mark_search_progress_cancelled(progress_id) + return web.json_response( + {"success": True, "cancelled": marked, "progress_id": progress_id} + ) + @routes.post("/model_resolver/search") async def search_sources(request): """Search for model download sources.""" try: + class SearchCancelled(BaseException): + # Progress helpers swallow ordinary callback errors; cancellation + # must bubble out of source loops and stop follow-up requests. + pass + + def raise_if_search_cancelled(source=""): + if is_search_progress_cancelled(progress_id): + raise SearchCancelled("Search cancelled") + def format_log_value(value): if value is None or value == "": return None @@ -1194,6 +1280,7 @@ class ModelResolverExtension: "Preparing search", 8, ) + raise_if_search_cancelled(progress_source) if force_search: update_search_progress( @@ -1218,6 +1305,7 @@ class ModelResolverExtension: "Force search enabled: cleared cache " + format_log_fields(sources=sorted(normalized_sources)) ) + raise_if_search_cancelled(progress_source) log_info( f"Search [{','.join(sorted(normalized_sources))}] request " @@ -1405,6 +1493,7 @@ class ModelResolverExtension: seen_hash_sources = set() for source_key in ("huggingface", "civitai", "civarchive"): for source_result in iter_result_items(payload.get(source_key)): + raise_if_search_cancelled(source_key) if not is_hash_lookup_candidate(source_result): continue sha256 = get_result_sha256(source_result) @@ -1469,6 +1558,7 @@ class ModelResolverExtension: percent_max=None, ): def source_progress_callback(payload): + raise_if_search_cancelled(source_key) if not isinstance(payload, dict): return @@ -1519,6 +1609,7 @@ class ModelResolverExtension: ): if initial_message is None: initial_message = f"Querying {source_key.capitalize()}" + raise_if_search_cancelled(source_key) update_search_progress( progress_id, source_key, @@ -1532,7 +1623,9 @@ class ModelResolverExtension: + format_log_fields(**start_fields) ) try: + raise_if_search_cancelled(source_key) source_results, source_found = search_task_fn() + raise_if_search_cancelled(source_key) done_messages = { "local": "Local database checked", "huggingface": "HuggingFace checked", @@ -1561,13 +1654,16 @@ class ModelResolverExtension: search_fn, any_model_label, ): + raise_if_search_cancelled(source_key) res = search_fn( base_model_context or None, make_source_progress_callback(source_key), ) + raise_if_search_cancelled(source_key) log_search_result(source_key, res) if not res and base_model_context: + raise_if_search_cancelled(source_key) update_search_progress( progress_id, source_key, @@ -1587,6 +1683,7 @@ class ModelResolverExtension: None, make_source_progress_callback(source_key, 72, 92), ) + raise_if_search_cancelled(source_key) log_search_result(f"{source_key}/any_model", res) if res: res = mark_any_model_fallback(res) @@ -1993,10 +2090,12 @@ class ModelResolverExtension: "Waiting for search sources", 18, ) + raise_if_search_cancelled(progress_source) for source_results, source_found in await asyncio.gather( *search_tasks ): + raise_if_search_cancelled(progress_source) for source_key, source_result in source_results.items(): if source_key == "source_errors": results["source_errors"].update(source_result or {}) @@ -2006,7 +2105,9 @@ class ModelResolverExtension: if source_found: results["found"] = True + raise_if_search_cancelled(progress_source) results["local_hash_matches"] = collect_local_hash_matches(results) + raise_if_search_cancelled(progress_source) log_info( f"Search [{','.join(results['searched_sources'])}] done " @@ -2025,6 +2126,34 @@ class ModelResolverExtension: stamp_search_results(results) return web.json_response(results) + except SearchCancelled: + update_search_progress( + progress_id if "progress_id" in locals() else "", + progress_source if "progress_source" in locals() else "", + "cancelled", + "Cancelled", + 100, + status="cancelled", + cancelled=True, + ) + log_info( + "Search cancelled " + + format_log_fields( + source=progress_source if "progress_source" in locals() else "", + progress_id=progress_id if "progress_id" in locals() else "", + ) + ) + return web.json_response( + { + "cancelled": True, + "found": False, + "searched_sources": sorted(normalized_sources) + if "normalized_sources" in locals() + else [], + "source_errors": {}, + } + ) + except Exception as e: update_search_progress( progress_id if "progress_id" in locals() else "", diff --git a/conftest.py b/conftest.py new file mode 100644 index 0000000..8497318 --- /dev/null +++ b/conftest.py @@ -0,0 +1,10 @@ +import os +import sys + +# Add the parent directory of this custom node to sys.path so it can be imported as a package +parent_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), "..")) +if parent_dir not in sys.path: + sys.path.insert(0, parent_dir) + +# Tell pytest to ignore __init__.py during test collection +collect_ignore = ["__init__.py"] diff --git a/core/sources/civarchive.py b/core/sources/civarchive.py index a8a82a9..14d0234 100644 --- a/core/sources/civarchive.py +++ b/core/sources/civarchive.py @@ -38,6 +38,8 @@ from ..log_system.log_funcs import ( log_exception, ) +_coerce_int = to_int + CIVARCHIVE_BASE_URL = "https://civarchive.com" CIVARCHIVE_API_URL = f"{CIVARCHIVE_BASE_URL}/api" CIVITAI_DOWNLOAD_URL_PREFIXES = ( @@ -47,6 +49,8 @@ CIVITAI_DOWNLOAD_URL_PREFIXES = ( DEFAULT_CIVARCHIVE_CANDIDATE_LIMIT = 10 MAX_CIVARCHIVE_CANDIDATE_LIMIT = 30 +SEARCH_RESULT_DETAIL_LIMIT = 5 +HASH_PAGE_MODEL_LINK_LIMIT = 5 MODEL_TITLE_MATCH_THRESHOLD = 82.0 @@ -136,7 +140,7 @@ def _normalize_payload(payload: Dict[str, Any]) -> Dict[str, Any]: def _extract_next_data(html_text: str) -> Dict[str, Any]: match = re.search( - r'', + r']*\bid=["\']__NEXT_DATA__["\'])(?=[^>]*\btype=["\']application/json["\'])[^>]*>(.*?)', html_text, flags=re.DOTALL, ) @@ -194,30 +198,144 @@ def _request_json( return None +def _normalize_embedded_html_text(html_text: str) -> str: + if not html_text: + return "" + return ( + html.unescape(html_text) + .replace("\\/", "/") + .replace("\\u002F", "/") + .replace("\\u0026", "&") + ) + + +def _request_page_text( + path_or_url: str, + params: Optional[Dict[str, Any]] = None, + timeout: int = 20, +) -> Optional[str]: + url = urljoin(CIVARCHIVE_BASE_URL, path_or_url) + request_params = {k: v for k, v in (params or {}).items() if v is not None} + try: + response = requests.get( + url, + params=request_params, + headers=REQUEST_HEADERS, + timeout=timeout, + ) + except Exception as e: + log_warn(f"CivArchive page request failed: url={url}, error={e}") + return None + + if response.status_code != 200: + log_debug(f"CivArchive page returned {response.status_code}: url={url}") + return None + + return response.text + + +def _extract_model_links_from_html(html_text: str) -> List[Dict[str, Optional[int]]]: + text = _normalize_embedded_html_text(html_text) + if not text: + return [] + + links: List[Dict[str, Optional[int]]] = [] + seen = set() + + def add_link(model_id: Any, version_id: Any = None) -> None: + resolved_model_id = _coerce_int(model_id) + resolved_version_id = _coerce_int(version_id) if version_id else None + key = (resolved_model_id, resolved_version_id) + if not resolved_model_id or key in seen: + return + seen.add(key) + links.append( + { + "model_id": resolved_model_id, + "version_id": resolved_version_id, + } + ) + + pattern = re.compile(r"(?\s]*?modelVersionId=(\d+))?") + + def add_links_from_text(value: Any) -> None: + if not isinstance(value, str) or "/models/" not in value: + return + for match in pattern.finditer(_normalize_embedded_html_text(value)): + add_link(match.group(1), match.group(2)) + + def walk_next_data(value: Any) -> None: + if isinstance(value, dict): + model_id = ( + value.get("model_id") + or value.get("modelId") + or value.get("civitai_model_id") + ) + version_id = ( + value.get("model_version_id") + or value.get("modelVersionId") + or value.get("version_id") + or value.get("civitai_model_version_id") + or (value.get("id") if model_id else None) + ) + if model_id and version_id: + add_link(model_id, version_id) + + for key in ("href", "url", "platform_url", "version_url"): + add_links_from_text(value.get(key)) + + for nested in value.values(): + walk_next_data(nested) + elif isinstance(value, list): + for item in value: + walk_next_data(item) + + walk_next_data(_extract_next_data(html_text)) + + for match in pattern.finditer(text): + add_link(match.group(1), match.group(2)) + + filtered_links = [] + for link in links: + if not link.get("version_id"): + continue + filtered_links.append(link) + filtered_links.extend(link for link in links if not link.get("version_id")) + return filtered_links + + +def _extract_download_urls_from_html(html_text: str) -> List[str]: + text = _normalize_embedded_html_text(html_text) + if not text: + return [] + + urls: List[str] = [] + pattern = re.compile( + r"https?://(?:huggingface\.co|civitai\.com|civitai\.red)/[^\"'<>\s)]+", + flags=re.IGNORECASE, + ) + for match in pattern.finditer(text): + url = _normalize_download_url(match.group(0).rstrip(".,;]})")) + if url and url not in urls: + urls.append(url) + return urls + + def _extract_model_payload_from_page( model_id: int, version_id: Optional[int] = None, timeout: int = 20, ) -> Optional[Dict[str, Any]]: params = {"modelVersionId": version_id} if version_id is not None else None - try: - response = requests.get( - f"{CIVARCHIVE_BASE_URL}/models/{model_id}", - params=params, - headers=REQUEST_HEADERS, - timeout=timeout, - ) - except Exception as e: - log_warn(f"CivArchive model page request failed: model_id={model_id}, error={e}") + page_text = _request_page_text( + f"/models/{model_id}", + params=params, + timeout=timeout, + ) + if not page_text: return None - if response.status_code != 200: - log_debug( - f"CivArchive model page returned {response.status_code}: model_id={model_id}, version_id={version_id}" - ) - return None - - next_data = _extract_next_data(response.text) + next_data = _extract_next_data(page_text) page_props = next_data.get("props", {}).get("pageProps", {}) if isinstance(page_props.get("data"), dict): return page_props["data"] @@ -230,11 +348,19 @@ def _request_model_payload( model_id: int, version_id: Optional[int] = None, timeout: int = 20, + prefer_page: bool = False, ) -> Optional[Dict[str, Any]]: params = {"modelVersionId": version_id} if version_id is not None else None + if prefer_page: + payload = _extract_model_payload_from_page(model_id, version_id, timeout=timeout) + if payload: + return payload + payload = _request_json(f"/models/{model_id}", params=params, timeout=timeout) if payload: return payload + if prefer_page: + return None return _extract_model_payload_from_page(model_id, version_id, timeout=timeout) @@ -246,11 +372,12 @@ def _search_page( params: Dict[str, Any] = { "q": query, "rating": "all", - "platform": "all", + "platform": "civitai,huggingface,malcolmrey,modelscope,modelscope_cn", + "sort": "relevance", } - civarchive_type = CIVARCHIVE_API_TYPE_MAP.get(str(model_type or "").lower()) - if civarchive_type: - params["type"] = civarchive_type + # We do not send the 'type' parameter to CivArchive because crowdsourced model uploads + # (especially VAEs) are frequently misclassified (e.g. as Checkpoint or null type) in their database. + # We rely on name confidence sorting instead. try: response = requests.get( @@ -414,7 +541,11 @@ def _transform_file_entry(file_data: Dict[str, Any]) -> Dict[str, Any]: mirror["url"] = mirror_url transformed_mirrors.append(mirror) - download_url = _normalize_download_url(file_data.get("downloadUrl")) + download_url = _normalize_download_url( + file_data.get("downloadUrl") + or file_data.get("download_url") + or file_data.get("url") + ) name = file_data.get("name") or file_data.get("filename") if not download_url: @@ -726,13 +857,19 @@ def _normalize_archive_version( def get_civarchive_model_details( model_id: int, version_id: Optional[int] = None, + prefer_page: bool = False, ) -> Optional[Dict[str, Any]]: """Fetch and normalize full CivArchive model details for the resolver UI.""" if not model_id: return None - payload = _request_model_payload(model_id, version_id, timeout=25) - if not payload and version_id: + payload = _request_model_payload( + model_id, + version_id, + timeout=25, + prefer_page=prefer_page, + ) + if not payload and version_id and not prefer_page: resolved = resolve_civarchive_model_version(model_id, version_id) if not resolved: return None @@ -1029,12 +1166,258 @@ def _find_model_title_match_in_model_details( return None +def _build_result_from_model_details( + model_details: Dict[str, Any], + query: str = "", + exact_only: bool = False, +) -> Optional[Dict[str, Any]]: + selected_version = model_details.get("selected_version") + if not isinstance(selected_version, dict): + return None + + files = selected_version.get("files") or [] + if not isinstance(files, list): + files = [files] + + selected_file = None + best_confidence = -1.0 + for file_info in files: + if not isinstance(file_info, dict): + continue + filename = file_info.get("name") or file_info.get("filename") or "" + confidence = calculate_archived_model_confidence( + query, + model_details.get("name", ""), + selected_version.get("name", ""), + filename, + ) + if confidence > best_confidence: + best_confidence = confidence + selected_file = file_info + + if selected_file is None: + selected_file = _select_primary_model_file(files) + if selected_file: + best_confidence = calculate_archived_model_confidence( + query, + model_details.get("name", ""), + selected_version.get("name", ""), + selected_file.get("name") or selected_file.get("filename") or "", + ) + + if selected_file is None: + return None + if exact_only and best_confidence < 100.0: + return None + + result = _build_result_from_normalized_version( + model_details=model_details, + version=selected_version, + file_info=selected_file, + match_type="exact" if best_confidence == 100.0 else "similar", + ) + if not result: + return None + + hashes = selected_file.get("hashes") if isinstance(selected_file.get("hashes"), dict) else {} + sha256 = ( + selected_file.get("sha256") + or selected_file.get("hash") + or hashes.get("SHA256") + or hashes.get("sha256") + ) + result["confidence"] = best_confidence + result["sha256"] = sha256 + result["hash"] = sha256 + result["hashes"] = hashes + return result + + +def _extract_hash_page_files(html_text: str) -> List[Dict[str, Any]]: + next_data = _extract_next_data(html_text) + page_props = next_data.get("props", {}).get("pageProps", {}) + files = page_props.get("files") if isinstance(page_props, dict) else [] + if not isinstance(files, list): + files = [files] + return [file_info for file_info in files if isinstance(file_info, dict)] + + +def _hash_page_file_matches_model( + file_info: Dict[str, Any], + model_id: Optional[int], + version_id: Optional[int], +) -> bool: + if not model_id and not version_id: + return False + + file_model_id = _coerce_int(file_info.get("model_id") or file_info.get("modelId")) + file_version_id = _coerce_int( + file_info.get("model_version_id") + or file_info.get("modelVersionId") + or file_info.get("version_id") + ) + if model_id and file_model_id and file_model_id != _coerce_int(model_id): + return False + if version_id and file_version_id and file_version_id != _coerce_int(version_id): + return False + return bool((model_id and file_model_id) or (version_id and file_version_id)) + + +def _select_hash_page_file( + files: List[Dict[str, Any]], + query: str, + model_id: Optional[int] = None, + version_id: Optional[int] = None, +) -> Optional[Dict[str, Any]]: + best_file = None + best_score = -1.0 + for file_info in files: + if not isinstance(file_info, dict): + continue + if not _normalize_download_url(file_info.get("url") or file_info.get("downloadUrl")): + continue + + filename = file_info.get("filename") or file_info.get("name") or "" + confidence = calculate_archived_model_confidence(query, "", "", filename) + model_match = _hash_page_file_matches_model(file_info, model_id, version_id) + score = confidence + (8.0 if model_match else 0.0) + if score > best_score: + best_score = score + best_file = file_info + + if best_file is None: + return None + + filename = best_file.get("filename") or best_file.get("name") or "" + confidence = calculate_archived_model_confidence(query, "", "", filename) + if confidence >= 70.0 or _hash_page_file_matches_model(best_file, model_id, version_id): + return best_file + return None + + +def _select_model_details_file( + files: List[Dict[str, Any]], + query: str, + sha256: str = "", +) -> Optional[Dict[str, Any]]: + normalized_hash = (sha256 or "").lower() + best_file = None + best_confidence = -1.0 + + for file_info in files: + if not isinstance(file_info, dict): + continue + if not _collect_normalized_download_urls(file_info): + continue + + hashes = file_info.get("hashes") if isinstance(file_info.get("hashes"), dict) else {} + file_hash = ( + file_info.get("sha256") + or file_info.get("hash") + or hashes.get("SHA256") + or hashes.get("sha256") + ) + if normalized_hash and str(file_hash or "").lower() == normalized_hash: + return file_info + + filename = file_info.get("name") or file_info.get("filename") or "" + confidence = calculate_archived_model_confidence(query, "", "", filename) + if confidence > best_confidence: + best_confidence = confidence + best_file = file_info + + if best_file is None: + return None + + filename = best_file.get("name") or best_file.get("filename") or "" + confidence = calculate_archived_model_confidence(query, "", "", filename) + return best_file if confidence >= 70.0 else None + + +def _prefer_query_matching_mirror( + file_info: Dict[str, Any], + query: str, +) -> Dict[str, Any]: + mirrors = file_info.get("mirrors") or [] + if not isinstance(mirrors, list): + mirrors = [mirrors] + + best_mirror = None + best_confidence = -1.0 + for mirror in mirrors: + if not isinstance(mirror, dict): + continue + url = _normalize_download_url(mirror.get("url")) + filename = mirror.get("filename") or mirror.get("name") or "" + if not url or not filename: + continue + confidence = calculate_archived_model_confidence(query, "", "", filename) + if confidence > best_confidence: + best_confidence = confidence + best_mirror = mirror + + if not best_mirror or best_confidence < 70.0: + return file_info + + preferred_url = _normalize_download_url(best_mirror.get("url")) + download_urls = [] + if preferred_url: + download_urls.append(preferred_url) + for url in _collect_normalized_download_urls(file_info): + if url and url not in download_urls: + download_urls.append(url) + + preferred = dict(file_info) + preferred["name"] = best_mirror.get("filename") or best_mirror.get("name") + preferred["filename"] = preferred["name"] + preferred["download_url"] = preferred_url or preferred.get("download_url") + preferred["downloadUrl"] = preferred["download_url"] + preferred["download_urls"] = download_urls + return preferred + + +def _build_result_from_hash_page_file( + model_details: Dict[str, Any], + version: Dict[str, Any], + file_info: Dict[str, Any], + query: str, + sha256: str = "", +) -> Optional[Dict[str, Any]]: + model_id = _coerce_int(model_details.get("model_id") or file_info.get("model_id")) + version_id = _coerce_int(version.get("id") or file_info.get("model_version_id")) + normalized_file = _normalize_archive_file(file_info, model_id, version_id) + confidence = calculate_archived_model_confidence( + query, + model_details.get("name", ""), + version.get("name", ""), + normalized_file.get("name") or normalized_file.get("filename") or "", + ) + result = _build_result_from_normalized_version( + model_details=model_details, + version=version, + file_info=normalized_file, + match_type="exact" if confidence == 100.0 else "similar", + ) + if not result: + return None + + result["confidence"] = confidence + if sha256: + result["sha256"] = sha256 + result["hash"] = sha256 + hashes = result.get("hashes") if isinstance(result.get("hashes"), dict) else {} + if not hashes.get("SHA256") and not hashes.get("sha256"): + result["hashes"] = {**hashes, "SHA256": sha256} + return result + + def _resolve_civarchive_model_title_match( model_id: int, title_query: str, base_model_context: Optional[str] = None, + prefer_page: bool = False, ) -> Optional[Dict[str, Any]]: - details = get_civarchive_model_details(model_id) + details = get_civarchive_model_details(model_id, prefer_page=prefer_page) if not details: return None @@ -1191,21 +1574,37 @@ def resolve_civarchive_model_version( version_id: Optional[int] = None, query: str = "", exact_only: bool = False, + prefer_page: bool = False, ) -> Optional[Dict[str, Any]]: """Resolve a model/version through CivArchive.""" if model_id is None: return None - params = {"modelVersionId": version_id} if version_id is not None else None - payload = _request_model_payload(model_id, version_id) + payload = _request_model_payload(model_id, version_id, prefer_page=prefer_page) if not payload: return None - return _build_result_from_payload( + result = _build_result_from_payload( payload, query=query or str(model_id), exact_only=exact_only, ) + if result: + return result + + details = get_civarchive_model_details( + model_id, + version_id, + prefer_page=prefer_page, + ) + if not details: + return None + + return _build_result_from_model_details( + details, + query=query or str(model_id), + exact_only=exact_only, + ) def _candidate_identity(candidate: Dict[str, Any]) -> Tuple[Any, Any, Any]: @@ -1219,6 +1618,212 @@ def _candidate_identity(candidate: Dict[str, Any]) -> Tuple[Any, Any, Any]: return (candidate.get("id"), candidate.get("url"), None) +def _candidate_display_name(candidate: Dict[str, Any]) -> str: + for key in ("name", "title", "filename", "fileName", "modelName"): + value = candidate.get(key) + if isinstance(value, str) and value.strip(): + return value.strip() + return "" + + +def _build_result_from_search_candidate( + candidate: Dict[str, Any], + query: str, + page_text: str = "", + parsed: Optional[Dict[str, Any]] = None, +) -> Optional[Dict[str, Any]]: + candidate_name = _candidate_display_name(candidate) + query_basename = os.path.basename(query or "").strip() + filename = ( + candidate.get("filename") + or candidate.get("fileName") + or (candidate_name if _has_known_model_extension(candidate_name) else query_basename) + ) + confidence = calculate_archived_model_confidence( + query, + candidate_name, + "", + filename or "", + ) + if confidence < 95.0: + return None + + download_urls = [] + for key in ("download_url", "downloadUrl", "url"): + url = _normalize_download_url(candidate.get(key)) + if url and not url.startswith(CIVARCHIVE_BASE_URL) and url not in download_urls: + download_urls.append(url) + for url in _extract_download_urls_from_html(page_text): + if url not in download_urls: + download_urls.append(url) + if not download_urls: + return None + + open_url = urljoin(CIVARCHIVE_BASE_URL, str(candidate.get("url") or "")) + sha256 = (parsed or {}).get("sha256") + return { + "source": "civarchive", + "name": candidate_name or filename or query_basename, + "version_name": "", + "type": candidate.get("type"), + "filename": filename or query_basename, + "url": open_url, + "download_url": download_urls[0], + "download_urls": download_urls, + "size": _extract_file_size_bytes(candidate), + "base_model": candidate.get("base_model") or candidate.get("baseModel"), + "tags": candidate.get("tags") or [], + "trained_words": [], + "images": [], + "creator": candidate.get("creator") or {}, + "platform": candidate.get("platform") or candidate.get("source"), + "is_deleted": False, + "match_type": "exact" if confidence == 100.0 else "similar", + "confidence": confidence, + "sha256": sha256, + "hash": sha256, + "hashes": {"SHA256": sha256} if sha256 else {}, + } + + +def _resolve_civarchive_model_link( + model_id: int, + version_id: Optional[int], + query: str, + exact_only: bool = False, + base_model_context: Optional[str] = None, + allow_model_title_match: bool = False, +) -> Optional[Dict[str, Any]]: + details = get_civarchive_model_details( + model_id, + version_id, + prefer_page=True, + ) + if not details: + return None + + if allow_model_title_match: + result = _find_model_title_match_in_model_details( + model_id=model_id, + model_details=details, + title_query=query, + base_model_context=base_model_context, + ) + if result: + return result + + return _build_result_from_model_details( + details, + query=query, + exact_only=exact_only, + ) + + +def _resolve_hash_search_candidate_from_page( + candidate: Dict[str, Any], + sha256: str, + query: str, + exact_only: bool = False, + base_model_context: Optional[str] = None, + allow_model_title_match: bool = False, +) -> Optional[Dict[str, Any]]: + page_text = _request_page_text(f"/sha256/{sha256.lower()}") + hash_page_files = _extract_hash_page_files(page_text or "") + model_links = _extract_model_links_from_html(page_text or "") + for link in model_links[:HASH_PAGE_MODEL_LINK_LIMIT]: + model_id = link["model_id"] + version_id = link.get("version_id") + details = get_civarchive_model_details( + model_id, + version_id, + prefer_page=True, + ) + if not details: + continue + + result = None + if allow_model_title_match: + result = _find_model_title_match_in_model_details( + model_id=model_id, + model_details=details, + title_query=query, + base_model_context=base_model_context, + ) + + selected_version = details.get("selected_version") + if not result and isinstance(selected_version, dict): + selected_model_file = _select_model_details_file( + selected_version.get("files") or [], + query, + sha256=sha256, + ) + if selected_model_file: + selected_model_file = _prefer_query_matching_mirror( + selected_model_file, + query, + ) + confidence = calculate_archived_model_confidence( + query, + details.get("name", ""), + selected_version.get("name", ""), + selected_model_file.get("name") + or selected_model_file.get("filename") + or "", + ) + result = _build_result_from_normalized_version( + model_details=details, + version=selected_version, + file_info=selected_model_file, + match_type="exact" if confidence == 100.0 else "similar", + ) + if result: + result["confidence"] = confidence + + selected_file = None + if not result: + selected_file = _select_hash_page_file( + hash_page_files, + query, + model_id=model_id, + version_id=version_id, + ) + if not selected_file: + selected_file = _select_hash_page_file(hash_page_files, query) + if selected_file: + result = _build_result_from_hash_page_file( + details, + selected_version, + selected_file, + query, + sha256=sha256, + ) + + if not result: + result = _build_result_from_model_details( + details, + query=query, + exact_only=exact_only, + ) + + if result: + if exact_only and float(result.get("confidence") or 0) < 100.0: + continue + result.setdefault("sha256", sha256) + result.setdefault("hash", sha256) + hashes = result.get("hashes") if isinstance(result.get("hashes"), dict) else {} + if sha256 and not hashes.get("SHA256") and not hashes.get("sha256"): + hashes = {**hashes, "SHA256": sha256} + result["hashes"] = hashes + return result + + return _build_result_from_search_candidate( + candidate, + query, + page_text=page_text or "", + parsed={"sha256": sha256}, + ) + + def _resolve_search_candidate( candidate: Dict[str, Any], query: str, @@ -1231,26 +1836,22 @@ def _resolve_search_candidate( return None if parsed.get("sha256"): - result = resolve_civarchive_by_hash( + result = _resolve_hash_search_candidate_from_page( + candidate, parsed["sha256"], query=query, exact_only=exact_only, + base_model_context=base_model_context, + allow_model_title_match=allow_model_title_match, ) elif parsed.get("model_id"): - if allow_model_title_match: - result = _resolve_civarchive_model_title_match( - parsed["model_id"], - title_query=query, - base_model_context=base_model_context, - ) - if result: - return result - - result = resolve_civarchive_model_version( + result = _resolve_civarchive_model_link( parsed["model_id"], parsed.get("version_id"), query=query, exact_only=exact_only, + base_model_context=base_model_context, + allow_model_title_match=allow_model_title_match, ) else: result = None @@ -1265,6 +1866,12 @@ def _resolve_search_candidate( return result +def _is_hash_verified_exact_match(result: Optional[Dict[str, Any]], confidence: float) -> bool: + if not result or confidence < 100.0: + return False + return bool(result.get("sha256") or result.get("hash")) + + def _build_search_queries(filename: str) -> List[str]: basename = os.path.basename(filename or "").strip() stem = os.path.splitext(basename)[0].strip() @@ -1295,6 +1902,7 @@ def search_civarchive( return [] limit = max(1, min(int(limit), MAX_CIVARCHIVE_CANDIDATE_LIMIT)) + detail_limit = min(limit, SEARCH_RESULT_DETAIL_LIMIT) cache_key = f"search::{normalized_query.lower()}::{model_type or ''}::{limit}" if cache_key in _search_cache: return list(_search_cache[cache_key]) @@ -1304,6 +1912,8 @@ def search_civarchive( candidates = _search_page(normalized_query, model_type=model_type) for candidate in candidates: + if len(seen) >= detail_limit: + break identity = _candidate_identity(candidate) if identity in seen: continue @@ -1316,7 +1926,7 @@ def search_civarchive( if resolved.get("confidence", 0) < 40: continue results.append(resolved) - if len(results) >= limit: + if len(results) >= detail_limit: break results.sort( @@ -1346,6 +1956,7 @@ def search_civarchive_for_file( return None limit = max(1, min(int(limit), MAX_CIVARCHIVE_CANDIDATE_LIMIT)) + detail_limit = min(limit, SEARCH_RESULT_DETAIL_LIMIT) base_model_key = _normalize_base_model(base_model_context or "") cache_key = ( f"file::{normalized_filename.lower()}::{model_type or ''}::{base_model_key}::{exact_only}::{limit}" @@ -1414,21 +2025,45 @@ def search_civarchive_for_file( candidate_count=len(candidates), checked_candidate_count=len(seen), ) - candidate_count = len(candidates) - for candidate_index, candidate in enumerate(candidates, start=1): + # Pre-calculate preliminary confidence, filter, and sort candidates + scored_candidates = [] + for candidate in candidates: + candidate_name = candidate.get("name") or "" + if not candidate_name: + continue + prelim = calculate_archived_model_confidence( + normalized_filename, + candidate_name, + ) + if prelim >= 35.0: + scored_candidates.append((prelim, candidate)) + + # Sort by preliminary confidence descending + scored_candidates.sort(key=lambda x: x[0], reverse=True) + + candidate_count = len(scored_candidates) + for candidate_index, (prelim_confidence, candidate) in enumerate(scored_candidates, start=1): + if len(seen) >= detail_limit: + break identity = _candidate_identity(candidate) if identity in seen: continue - checked_index = min(len(seen) + 1, limit) + + checked_index = min(len(seen) + 1, detail_limit) + + # Throttling: sleep a bit between requests to stay under the rate limit + if checked_index > 1: + time.sleep(0.6) + _report_progress( progress_callback, "candidate", - f"Resolving CivArchive candidate {checked_index}/{limit}", - 58 + (checked_index / max(1, limit)) * 30, + f"Resolving CivArchive candidate {checked_index}/{detail_limit}", + 58 + (checked_index / max(1, detail_limit)) * 30, candidate_index=candidate_index, candidate_count=candidate_count, checked_candidate_count=checked_index, - candidate_limit=limit, + candidate_limit=detail_limit, ) seen.add(identity) @@ -1472,7 +2107,10 @@ def search_civarchive_for_file( best_confidence = confidence best_match = resolved - if confidence == 100.0 and base_model_matches: + if confidence == 100.0 and ( + base_model_matches + or _is_hash_verified_exact_match(resolved, confidence) + ): _search_cache[cache_key] = best_match _report_progress( progress_callback, @@ -1484,9 +2122,12 @@ def search_civarchive_for_file( ) return best_match - if len(seen) >= limit: + if len(seen) >= detail_limit: break + if len(seen) >= detail_limit: + break + if best_match and ( not base_model_context or _base_model_matches(best_match.get("base_model"), base_model_context) @@ -1507,8 +2148,11 @@ def search_civarchive_for_file( if best_match and best_confidence < 40: best_match = None - if best_match and base_model_context and not _base_model_matches( - best_match.get("base_model"), base_model_context + if ( + best_match + and base_model_context + and not _base_model_matches(best_match.get("base_model"), base_model_context) + and not _is_hash_verified_exact_match(best_match, best_confidence) ): best_match = None @@ -1521,6 +2165,6 @@ def search_civarchive_for_file( found=bool(best_match), confidence=best_confidence if best_match else None, checked_candidate_count=len(seen), - candidate_limit=limit, + candidate_limit=detail_limit, ) return best_match diff --git a/core/type_utils.py b/core/type_utils.py index 0dbc0e8..8071aa9 100644 --- a/core/type_utils.py +++ b/core/type_utils.py @@ -182,6 +182,14 @@ CIVITAI_API_TYPE_MAP = { "embeddings": "TextualInversion", "upscaler": "Upscaler", "upscale_models": "Upscaler", + "hypernetwork": "Hypernetwork", + "hypernetworks": "Hypernetwork", + "poses": "Poses", + "wildcards": "Wildcards", + "motion_module": "MotionModule", + "motion_modules": "MotionModule", + "aesthetic_gradient": "AestheticGradient", + "aesthetic_gradients": "AestheticGradient", } # Case-sensitive types for CivArchive search API (mapping filter support) @@ -201,6 +209,20 @@ CIVARCHIVE_API_TYPE_MAP = { "upscale_models": "Upscaler", "workflow": "Workflows", "workflows": "Workflows", + "hypernetwork": "Hypernetwork", + "hypernetworks": "Hypernetwork", + "unet": "UNet", + "diffusion_models": "UNet", + "text_encoder": "TextEncoder", + "text_encoders": "TextEncoder", + "clip": "TextEncoder", + "detection": "Detection", + "wildcards": "Wildcards", + "aesthetic_gradient": "AestheticGradient", + "aesthetic_gradients": "AestheticGradient", + "poses": "Poses", + "motion_module": "MotionModule", + "motion_modules": "MotionModule", } from typing import Any, Dict, List, Optional, Tuple, Callable diff --git a/metadata/huggingface-author-index.json b/metadata/huggingface-author-index.json index 87a57fb..9a6ef9a 100644 --- a/metadata/huggingface-author-index.json +++ 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\ No newline at end of file diff --git a/web/resolver/actions/resolve_download_methods.js b/web/resolver/actions/resolve_download_methods.js index 08f5ff1..e484577 100644 --- a/web/resolver/actions/resolve_download_methods.js +++ b/web/resolver/actions/resolve_download_methods.js @@ -366,9 +366,12 @@ export const resolveDownloadMethods = { } this.batchSearchCancelRequested = true; + for (const job of Array.from(this.backgroundSearchJobs?.values?.() || [])) { + this.cancelBackgroundSearchJob?.(job); + } this.closeFooterMenus(); this.updateBatchFooterButtons(); - this.showNotification('Stopping batch search after the current model...', 'info'); + this.showNotification('Stopping active search...', 'info'); }, async downloadMissingBatch(mode = 'selected') { @@ -1591,6 +1594,7 @@ export const resolveDownloadMethods = { missing, startedAt: Date.now(), sourceControllers: new Map(), + sourceProgressIds: new Map(), cancelledSources: new Set(), promise: null }; @@ -1600,6 +1604,10 @@ export const resolveDownloadMethods = { state.lastAttemptFound = null; state.lastAttemptError = null; state.lastAttemptBaseModelContext = baseModelContext; + if (forceSearch) { + state.results = this.clearSearchResultsForSources?.(state.results || {}, sourceIds) + || this.createEmptySearchState().results; + } state.sourceProgress = {}; for (const source of sourceIds) { this.setSourceProgress(state, source, { @@ -1675,6 +1683,9 @@ export const resolveDownloadMethods = { if (sourceController && currentJob?.runId === searchRunId) { currentJob.sourceControllers?.set(source, sourceController); } + if (currentJob?.runId === searchRunId) { + currentJob.sourceProgressIds?.set(source, progressId); + } this.startBackendSearchProgressPolling?.(state, missing, source, searchRunId, progressId, { workflowKey }); try { @@ -1792,6 +1803,7 @@ export const resolveDownloadMethods = { const cleanupJob = this.backgroundSearchJobs.get(backgroundJobKey); if (cleanupJob?.runId === searchRunId) { cleanupJob.sourceControllers?.delete(source); + cleanupJob.sourceProgressIds?.delete(source); } } }); @@ -2030,7 +2042,7 @@ export const resolveDownloadMethods = { searchBtn.dataset.mlSearchBound = 'true'; searchBtn.addEventListener('click', () => { this.searchOnline(missing, { - forceSearch: this.hasSearchResultsForMissing(missing) + forceSearch: this.hasSearchAttemptForMissing?.(missing) || this.hasSearchResultsForMissing(missing) }); }); } diff --git a/web/resolver/search/download_target_methods.js b/web/resolver/search/download_target_methods.js index c49f136..db0d65e 100644 --- a/web/resolver/search/download_target_methods.js +++ b/web/resolver/search/download_target_methods.js @@ -2273,6 +2273,9 @@ export const downloadTargetMethods = { } this.clearAllSearchProgressTimers(); for (const job of this.backgroundSearchJobs?.values?.() || []) { + for (const progressId of job.sourceProgressIds?.values?.() || []) { + this.cancelBackendSearchProgress?.(progressId); + } for (const controller of job.sourceControllers?.values?.() || []) { try { controller.abort(); diff --git a/web/resolver/search/search_panel.js b/web/resolver/search/search_panel.js index 6830ebb..fa63393 100644 --- a/web/resolver/search/search_panel.js +++ b/web/resolver/search/search_panel.js @@ -564,9 +564,6 @@ export const searchPanelMethods = { */ mergeSearchResults(existingResults = {}, newResults = {}, { searchedAt = null, forceRefresh = false } = {}) { const searchedSources = new Set(Array.isArray(newResults.searched_sources) ? newResults.searched_sources : []); - const sourceErrors = newResults.source_errors && typeof newResults.source_errors === 'object' - ? newResults.source_errors - : {}; const pickResult = (source) => { if (newResults[source]) { const existingTimestamp = this.getSearchResultTimestamp(existingResults[source]); @@ -580,20 +577,28 @@ export const searchPanelMethods = { } const sourceWasSearched = searchedSources.has(source) || (searchedSources.has('local') && (source === 'popular' || source === 'model_list')); - const sourceHadError = sourceErrors[source] - || (sourceErrors.local && (source === 'popular' || source === 'model_list')); - if (forceRefresh && sourceWasSearched && !sourceHadError) { + if (forceRefresh && sourceWasSearched) { return null; } return existingResults[source] || null; }; + const hashSourcesToClear = forceRefresh + ? this.getHashLookupSourcesForSearchSources(Array.from(searchedSources)) + : new Set(); + const existingHashMatches = Array.isArray(existingResults.local_hash_matches) + ? existingResults.local_hash_matches.filter(match => { + if (!hashSourcesToClear.size) return true; + const source = String(match?.hash_lookup_source || '').trim(); + return source && !hashSourcesToClear.has(source); + }) + : []; const localHashMatches = this.mergeLocalMatches ? this.mergeLocalMatches( - Array.isArray(existingResults.local_hash_matches) ? existingResults.local_hash_matches : [], + existingHashMatches, Array.isArray(newResults.local_hash_matches) ? newResults.local_hash_matches : [] ) : [ - ...(Array.isArray(existingResults.local_hash_matches) ? existingResults.local_hash_matches : []), + ...existingHashMatches, ...(Array.isArray(newResults.local_hash_matches) ? newResults.local_hash_matches : []) ]; @@ -776,6 +781,65 @@ export const searchPanelMethods = { return this.hasSearchResults(state?.results || {}); }, + hasSearchAttemptForMissing(missing = {}) { + if (missing?.download_source?.url) return true; + const state = this.searchResultCache?.get(this.getMissingSearchKey(missing)); + return this.hasRenderableSearchState?.(state || {}) || this.hasSearchResults(state?.results || {}); + }, + + getSearchResultKeysForSources(sources = []) { + const normalized = new Set((Array.isArray(sources) ? sources : [sources]) + .map(source => String(source || '').trim()) + .filter(Boolean)); + if (normalized.has('all')) { + return ['popular', 'model_list', 'huggingface', 'civitai', 'civarchive', 'lora_manager_archive']; + } + + const keys = new Set(); + for (const source of normalized) { + if (source === 'local') { + keys.add('popular'); + keys.add('model_list'); + } else if (source) { + keys.add(source); + } + } + return Array.from(keys); + }, + + getHashLookupSourcesForSearchSources(sources = []) { + const normalized = new Set((Array.isArray(sources) ? sources : [sources]) + .map(source => String(source || '').trim()) + .filter(Boolean)); + const hashSources = ['huggingface', 'civitai', 'civarchive']; + if (normalized.has('all')) return new Set(hashSources); + return new Set(hashSources.filter(source => normalized.has(source))); + }, + + clearSearchResultsForSources(results = {}, sources = []) { + const nextResults = { + popular: results.popular || null, + model_list: results.model_list || null, + huggingface: results.huggingface || null, + civitai: results.civitai || null, + civarchive: results.civarchive || null, + lora_manager_archive: results.lora_manager_archive || null, + local_hash_matches: Array.isArray(results.local_hash_matches) ? results.local_hash_matches : [] + }; + for (const key of this.getSearchResultKeysForSources(sources)) { + if (key in nextResults) nextResults[key] = null; + } + + const hashSourcesToClear = this.getHashLookupSourcesForSearchSources(sources); + if (hashSourcesToClear.size) { + nextResults.local_hash_matches = nextResults.local_hash_matches.filter(match => { + const source = String(match?.hash_lookup_source || '').trim(); + return source && !hashSourcesToClear.has(source); + }); + } + return nextResults; + }, + /** * Convert source ids to readable labels */ @@ -1265,6 +1329,17 @@ export const searchPanelMethods = { }); }, + cancelBackendSearchProgress(progressId = '') { + const id = String(progressId || '').trim(); + if (!id) return; + this.fetchJson(`/model_resolver/search-cancel/${encodeURIComponent(id)}`, { + method: 'POST', + silent: true + }, 'Cancel search').catch(error => { + console.warn('Model Resolver: backend search cancel failed', error); + }); + }, + cancelSearchSource(missing, source, runId = '', { workflowKey = this.getWorkflowScopedQueueKey() } = {}) { if (!missing || !source || !runId) return false; @@ -1275,6 +1350,8 @@ export const searchPanelMethods = { job.cancelledSources = job.cancelledSources || new Set(); job.cancelledSources.add(source); + const progressId = job.sourceProgressIds?.get(source) || ''; + this.cancelBackendSearchProgress(progressId); const controller = job.sourceControllers?.get(source); if (controller && !controller.signal?.aborted) { controller.abort(); @@ -1305,6 +1382,22 @@ export const searchPanelMethods = { return true; }, + cancelBackgroundSearchJob(job = null) { + if (!job?.missing || !job.runId) return false; + const sources = new Set([ + ...Array.from(job.sourceControllers?.keys?.() || []), + ...Array.from(job.sourceProgressIds?.keys?.() || []), + ...Object.keys(this.getSearchStateForWorkflow(job.workflowKey, job.missing)?.sourceProgress || {}) + ]); + let cancelled = false; + for (const source of sources) { + cancelled = this.cancelSearchSource(job.missing, source, job.runId, { + workflowKey: job.workflowKey || this.getWorkflowScopedQueueKey() + }) || cancelled; + } + return cancelled; + }, + /** * Update source selector buttons and helper text for one card */ diff --git a/web/resolver/views/missing_browser_methods.js b/web/resolver/views/missing_browser_methods.js index 0cf8d23..5a81dd0 100644 --- a/web/resolver/views/missing_browser_methods.js +++ b/web/resolver/views/missing_browser_methods.js @@ -1518,7 +1518,7 @@ export const missingBrowserMethods = { // Has perfect local match - download not needed, but allow online re-check. html += `
`; html += this.renderSearchControls(missing, { - buttonText: this.hasSearchResultsForMissing(missing) ? 'Search Again' : 'Search Online' + buttonText: this.hasSearchAttemptForMissing?.(missing) ? 'Search Again' : 'Search Online' }); html += this.renderDownloadTargetControls(missing, missing.category || 'checkpoints'); html += `
`;