diff --git a/__init__.py b/__init__.py index f960e05..a1755b8 100644 --- a/__init__.py +++ b/__init__.py @@ -99,6 +99,8 @@ class ModelLinkerExtension: ) from .core.sources.huggingface import ( search_huggingface_for_file, + get_author_fallback_index_status, + refresh_author_fallback_index, clear_search_cache as clear_huggingface_search_cache, ) from .core.sources.civitai import ( @@ -1268,6 +1270,30 @@ class ModelLinkerExtension: log_exception(f"Clear search cache error: {e}") return web.json_response({"error": str(e)}, status=500) + @routes.get("/model_linker/huggingface/author-index/status") + async def huggingface_author_index_status_route(request): + """Return local HuggingFace author fallback index status.""" + try: + return web.json_response(get_author_fallback_index_status()) + except Exception as e: + log_exception(f"HuggingFace author index status error: {e}") + return web.json_response({"error": str(e)}, status=500) + + @routes.post("/model_linker/huggingface/author-index/refresh") + async def huggingface_author_index_refresh_route(request): + """Refresh HuggingFace author fallback index.""" + try: + data = await request.json() + hf_token = data.get("hf_token", "") + result = await asyncio.to_thread( + refresh_author_fallback_index, hf_token or None + ) + clear_huggingface_search_cache() + return web.json_response(result) + except Exception as e: + log_exception(f"HuggingFace author index refresh error: {e}") + return web.json_response({"error": str(e)}, status=500) + @routes.get("/model_linker/model-list/status") async def model_list_status_route(request): """Return local model-list status and optionally compare with GitHub.""" diff --git a/core/sources/huggingface.py b/core/sources/huggingface.py index 3760030..a2ee326 100644 --- a/core/sources/huggingface.py +++ b/core/sources/huggingface.py @@ -4,8 +4,11 @@ HuggingFace Source Module Search and download models from HuggingFace Hub. """ +import json import os import re +import threading +import time import requests from typing import Dict, Any, Optional, List from urllib.parse import urlparse, quote @@ -21,9 +24,19 @@ from ..log_system.log_funcs import ( HF_API_URL = "https://huggingface.co/api" HF_AUTHOR_FALLBACKS = ["Comfy-Org"] BRAVE_SEARCH_API_URL = "https://api.search.brave.com/res/v1/web/search" +HF_AUTHOR_INDEX_CACHE_TTL_SECONDS = 24 * 60 * 60 +HF_AUTHOR_INDEX_CACHE_VERSION = 1 +METADATA_DIR = os.path.join( + os.path.dirname(os.path.dirname(os.path.dirname(__file__))), "metadata" +) +HF_AUTHOR_INDEX_CACHE_PATH = os.path.join( + METADATA_DIR, "huggingface-author-index.json" +) # Cache for search results _search_cache: Dict[str, Any] = {} +_author_index_cache: Dict[str, Dict[str, Any]] = {} +_author_index_lock = threading.RLock() def clear_search_cache(): @@ -32,6 +45,186 @@ def clear_search_cache(): _search_cache.clear() +def _author_index_cache_key(author: str, headers: Dict[str, str]) -> str: + auth_key = "token" if headers.get("Authorization") else "public" + return f"{author}::{auth_key}" + + +def _is_author_index_fresh(index: Optional[Dict[str, Any]]) -> bool: + if not index: + return False + + updated_at = index.get("updated_at") + if not isinstance(updated_at, (int, float)): + return False + + return (time.time() - updated_at) < HF_AUTHOR_INDEX_CACHE_TTL_SECONDS + + +def _read_persistent_author_indexes() -> Dict[str, Any]: + if not os.path.exists(HF_AUTHOR_INDEX_CACHE_PATH): + return {"version": HF_AUTHOR_INDEX_CACHE_VERSION, "authors": {}} + + try: + with open(HF_AUTHOR_INDEX_CACHE_PATH, "r", encoding="utf-8") as f: + data = json.load(f) + if data.get("version") != HF_AUTHOR_INDEX_CACHE_VERSION: + return {"version": HF_AUTHOR_INDEX_CACHE_VERSION, "authors": {}} + if not isinstance(data.get("authors"), dict): + data["authors"] = {} + return data + except Exception as e: + log_debug(f"Error reading HuggingFace author index cache: {e}") + return {"version": HF_AUTHOR_INDEX_CACHE_VERSION, "authors": {}} + + +def _write_persistent_author_index(author: str, index: Dict[str, Any]) -> None: + try: + os.makedirs(METADATA_DIR, exist_ok=True) + data = _read_persistent_author_indexes() + data["authors"][author] = index + tmp_path = f"{HF_AUTHOR_INDEX_CACHE_PATH}.tmp" + with open(tmp_path, "w", encoding="utf-8") as f: + json.dump(data, f, ensure_ascii=False, separators=(",", ":")) + os.replace(tmp_path, HF_AUTHOR_INDEX_CACHE_PATH) + except Exception as e: + log_debug(f"Error writing HuggingFace author index cache: {e}") + + +def _build_author_index_from_models( + author: str, repos: List[Dict[str, Any]] +) -> Dict[str, Any]: + files = [] + repo_ids = [] + + for repo in repos: + repo_id = repo.get("id", "") + if not repo_id: + continue + + repo_ids.append(repo_id) + for sibling in repo.get("siblings") or []: + file_path = sibling.get("rfilename") or sibling.get("path") or "" + if not file_path: + continue + + files.append( + { + "repo_id": repo_id, + "path": file_path, + "filename": os.path.basename(file_path), + "size": sibling.get("size"), + } + ) + + return { + "author": author, + "updated_at": time.time(), + "repo_count": len(repo_ids), + "file_count": len(files), + "repos": repo_ids, + "files": files, + } + + +def _fetch_author_index(author: str, headers: Dict[str, str], limit: int = 200): + try: + response = requests.get( + f"{HF_API_URL}/models", + params={"author": author, "limit": limit, "full": "true"}, + headers=headers, + timeout=15, + ) + if response.status_code != 200: + log_debug( + f"HuggingFace author index returned {response.status_code} for author={author}" + ) + return None + + repos = response.json() + if not isinstance(repos, list): + return None + + index = _build_author_index_from_models(author, repos) + log_info( + f"HuggingFace author index refreshed for author={author}: repos={index['repo_count']}, files={index['file_count']}" + ) + return index + except Exception as e: + log_debug(f"Error refreshing HuggingFace author index for author={author}: {e}") + return None + + +def _get_author_index( + author: str, headers: Dict[str, str], force_refresh: bool = False +) -> Optional[Dict[str, Any]]: + cache_key = _author_index_cache_key(author, headers) + can_persist = not headers.get("Authorization") + + with _author_index_lock: + memory_index = _author_index_cache.get(cache_key) + if not force_refresh and _is_author_index_fresh(memory_index): + return memory_index + + persistent_index = None + if can_persist: + persistent_index = _read_persistent_author_indexes().get("authors", {}).get( + author + ) + if not force_refresh and _is_author_index_fresh(persistent_index): + _author_index_cache[cache_key] = persistent_index + log_debug(f"HuggingFace author index cache hit for author={author}") + return persistent_index + + fresh_index = _fetch_author_index(author, headers=headers) + if fresh_index: + _author_index_cache[cache_key] = fresh_index + if can_persist: + _write_persistent_author_index(author, fresh_index) + return fresh_index + + if persistent_index: + log_warn( + f"Using stale HuggingFace author index for author={author}; refresh failed" + ) + _author_index_cache[cache_key] = persistent_index + return persistent_index + + return None + + +def get_author_fallback_index_status(author: str = "Comfy-Org") -> Dict[str, Any]: + """Return persisted public author fallback index status for the options UI.""" + with _author_index_lock: + index = _read_persistent_author_indexes().get("authors", {}).get(author) + + updated_at = index.get("updated_at") if isinstance(index, dict) else None + age_seconds = (time.time() - updated_at) if isinstance(updated_at, (int, float)) else None + return { + "author": author, + "exists": bool(index), + "updated_at": updated_at, + "age_seconds": age_seconds, + "ttl_seconds": HF_AUTHOR_INDEX_CACHE_TTL_SECONDS, + "stale": bool(index) and not _is_author_index_fresh(index), + "repo_count": index.get("repo_count", 0) if isinstance(index, dict) else 0, + "file_count": index.get("file_count", 0) if isinstance(index, dict) else 0, + } + + +def refresh_author_fallback_index( + token: Optional[str] = None, author: str = "Comfy-Org" +) -> Dict[str, Any]: + """Force refresh the public HuggingFace author fallback index.""" + headers = {} + + index = _get_author_index(author, headers=headers, force_refresh=True) + status = get_author_fallback_index_status(author) + status["success"] = bool(index) + status["persisted"] = bool(index) + return status + + def parse_huggingface_url(url: str) -> Optional[Dict[str, str]]: """ Parse a HuggingFace URL to extract repo and filename. @@ -168,6 +361,53 @@ def _find_matching_file_in_repo( return partial_match +def _find_matching_file_in_author_index( + index: Dict[str, Any], filename: str, exact_only: bool = False +) -> Optional[Dict[str, Any]]: + files = index.get("files") or [] + filename_lower = filename.lower() + filename_base = os.path.splitext(filename_lower)[0] + partial_match = None + + for file_info in files: + repo_id = file_info.get("repo_id", "") + file_path = file_info.get("path", "") + if not repo_id or not file_path: + continue + + file_name = os.path.basename(file_path) + file_name_lower = file_name.lower() + if file_name_lower == filename_lower or file_path.lower().endswith( + filename_lower + ): + return _build_huggingface_result(repo_id, file_path, file_info, "exact") + + if exact_only: + return None + + for file_info in files: + repo_id = file_info.get("repo_id", "") + file_path = file_info.get("path", "") + if not repo_id or not file_path: + continue + + file_name = os.path.basename(file_path) + file_name_lower = file_name.lower() + file_base = os.path.splitext(file_name_lower)[0] + file_path_lower = file_path.lower() + + if filename_base in file_base or file_base in filename_base: + if file_path_lower.endswith(".safetensors") or file_path_lower.endswith( + ".ckpt" + ): + partial_match = _build_huggingface_result( + repo_id, file_path, file_info, "partial" + ) + break + + return partial_match + + def _build_huggingface_search_queries(filename: str) -> List[str]: filename_base = os.path.splitext(os.path.basename(filename))[0].lower() cleaned_base = clean_filename_for_search(filename).lower() @@ -371,8 +611,27 @@ def search_huggingface_for_file( return result author_fallback_repos = [] + author_fallback_repo_count = 0 if use_comfy_org_fallback: for author in HF_AUTHOR_FALLBACKS: + index = _get_author_index(author, headers={}) + if index: + result = _find_matching_file_in_author_index( + index, filename, exact_only=exact_only + ) + author_fallback_repo_count += int(index.get("repo_count") or 0) + if result: + _search_cache[cache_key] = result + log_info( + f"Found {result['match_type']} HuggingFace author index match for {filename}: {result['repo_id']}/{result['path']}" + ) + return result + + log_debug( + f"HuggingFace author index no match for author={author}, filename={filename}, repos={index.get('repo_count', 0)}, files={index.get('file_count', 0)}" + ) + continue + repos = _get_repos_by_author(author, headers=headers) log_info( f"HuggingFace author fallback returned {len(repos)} repos for author={author}" @@ -381,6 +640,7 @@ def search_huggingface_for_file( if repo_id not in seen_repos: seen_repos.add(repo_id) author_fallback_repos.append(repo_id) + author_fallback_repo_count += 1 for repo_id in author_fallback_repos: log_debug( @@ -430,7 +690,7 @@ def search_huggingface_for_file( # Not found _search_cache[cache_key] = None log_info( - f"HuggingFace search no result: filename={filename}, repos_checked={len(repos_to_check)}, author_fallback_repos={len(author_fallback_repos)}, brave_candidates={len(brave_candidates)}" + f"HuggingFace search no result: filename={filename}, repos_checked={len(repos_to_check)}, author_fallback_repos={author_fallback_repo_count}, brave_candidates={len(brave_candidates)}" ) return None diff --git 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\ No newline at end of file diff --git a/metadata/model-list.meta.json b/metadata/model-list.meta.json index a21bd10..42a2649 100644 --- a/metadata/model-list.meta.json +++ b/metadata/model-list.meta.json @@ -5,5 +5,5 @@ "sha": "5fcb5f0637f9fbdedaf8d37da9a390f76ae0ded8", "size": 268817, "model_count": 527, - "updated_at": "2026-06-04T17:47:06+00:00" + "updated_at": "2026-06-05T01:04:57+00:00" } diff --git a/web/css/linker-main.css b/web/css/linker-main.css index 0ad715a..8c903b8 100644 --- a/web/css/linker-main.css +++ b/web/css/linker-main.css @@ -3543,6 +3543,42 @@ gap: 0; align-items: stretch; } +.ml-options-help, +#model-linker-modal .ml-options-help { + margin: 8px 0 0; + color: var(--ml-text-muted); + font-size: var(--ml-font-sm); + line-height: 1.45; +} +.ml-options-help summary, +#model-linker-modal .ml-options-help summary { + width: fit-content; + color: var(--ml-text-secondary); + cursor: pointer; + font-weight: 700; +} +.ml-options-help summary:hover, +#model-linker-modal .ml-options-help summary:hover { + color: var(--ml-accent); +} +.ml-options-help ol, +#model-linker-modal .ml-options-help ol { + margin: 8px 0 0 18px; + padding: 0; +} +.ml-options-help li, +#model-linker-modal .ml-options-help li { + margin: 4px 0; +} +.ml-options-help p, +#model-linker-modal .ml-options-help p { + margin: 8px 0 0; +} +.ml-options-help code, +#model-linker-modal .ml-options-help code { + color: var(--ml-text); + font-size: var(--ml-font-xs); +} .ml-options-label { display: flex; align-items: center; @@ -3690,6 +3726,14 @@ display: grid; gap: 0; } +.ml-options-dependent-block, +#model-linker-modal .ml-options-dependent-block { + display: grid; + gap: 10px; + margin: 0 0 8px 16px; + padding: 12px 0 4px 14px; + border-left: 1px solid rgba(255,255,255,0.12); +} .ml-options-toggle-row { display: flex; align-items: center; diff --git a/web/linker.js b/web/linker.js index 2b986fd..5f01752 100644 --- a/web/linker.js +++ b/web/linker.js @@ -4031,28 +4031,6 @@ class LinkerManagerDialog extends ComfyDialog {

CivitAI

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+ How to find the session token +
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  1. Sign in on civitai.com in your browser.
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  2. Open DevTools, then Application or Storage.
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  3. Open Cookies for civitai.com and copy __Secure-civitai-token.
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Treat it like a password. It is only needed when session-aware CivitAI search is required.

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