From 48bc3bf5f1da4f4eab63cfa7266fcc53b4786b17 Mon Sep 17 00:00:00 2001 From: Dariusz L Date: Tue, 23 Jun 2026 03:33:28 +0200 Subject: [PATCH] feat: wire progress callbacks into backend search sources --- __init__.py | 72 +++++++++- core/sources/civarchive.py | 106 ++++++++++++++- core/sources/civitai.py | 114 +++++++++++++++- core/sources/huggingface.py | 175 ++++++++++++++++++++++++- core/sources/lora_manager_archive.py | 159 +++++++++++++++++++++- metadata/huggingface-author-index.json | 2 +- 6 files changed, 609 insertions(+), 19 deletions(-) diff --git a/__init__.py b/__init__.py index c0bc10e..fa5a279 100644 --- a/__init__.py +++ b/__init__.py @@ -1437,6 +1437,51 @@ class ModelResolverExtension: marked["requested_base_model"] = base_model_context return marked + def make_source_progress_callback( + source_key, + percent_min=None, + percent_max=None, + ): + def source_progress_callback(payload): + if not isinstance(payload, dict): + return + + progress_payload = dict(payload) + stage = progress_payload.pop("stage", "running") + message = progress_payload.pop( + "message", "Searching..." + ) + percent = progress_payload.pop("percent", None) + status = progress_payload.pop("status", "running") + progress_payload.pop("source", None) + + if ( + percent is not None + and percent_min is not None + and percent_max is not None + ): + try: + normalized_percent = max( + 0.0, min(100.0, float(percent)) + ) + percent = percent_min + ( + normalized_percent / 100.0 + ) * (percent_max - percent_min) + except (TypeError, ValueError): + percent = None + + update_search_progress( + progress_id, + source_key, + stage, + message, + percent, + status=status, + **progress_payload, + ) + + return source_progress_callback + def search_local_sources(): source_results = {"popular": None, "model_list": None} source_found = False @@ -1527,13 +1572,16 @@ class ModelResolverExtension: use_comfy_org_fallback=hf_use_comfy_org_fallback, use_brave_fallback=hf_use_brave_fallback, force_refresh=force_search, + progress_callback=make_source_progress_callback( + "huggingface" + ), ) update_search_progress( progress_id, "huggingface", - "parse", - "Checking HuggingFace result", - 86, + "done", + "HuggingFace checked", + 92, ) log_search_result("huggingface", hf_result) return {"huggingface": hf_result}, bool(hf_result) @@ -1689,6 +1737,9 @@ class ModelResolverExtension: candidate_limit=civitai_candidate_limit, use_trpc_search=civitai_use_trpc_search, use_html_fallback=civitai_use_html_fallback, + progress_callback=make_source_progress_callback( + "civitai" + ), ) log_search_result("civitai", civitai_result) if not civitai_result and base_model_context: @@ -1715,6 +1766,9 @@ class ModelResolverExtension: candidate_limit=civitai_candidate_limit, use_trpc_search=civitai_use_trpc_search, use_html_fallback=civitai_use_html_fallback, + progress_callback=make_source_progress_callback( + "civitai", 72, 92 + ), ) log_search_result( "civitai/any_model", @@ -1806,6 +1860,9 @@ class ModelResolverExtension: model_type=category, base_model_context=base_model_context or None, limit=civarchive_candidate_limit, + progress_callback=make_source_progress_callback( + "civarchive" + ), ) log_search_result("civarchive", civarchive_result) if not civarchive_result and base_model_context: @@ -1829,6 +1886,9 @@ class ModelResolverExtension: model_type=category, base_model_context=None, limit=civarchive_candidate_limit, + progress_callback=make_source_progress_callback( + "civarchive", 72, 92 + ), ) log_search_result( "civarchive/any_model", @@ -1883,6 +1943,9 @@ class ModelResolverExtension: filename, model_type=category, base_model_context=base_model_context or None, + progress_callback=make_source_progress_callback( + "lora_manager_archive" + ), ) ) log_search_result( @@ -1910,6 +1973,9 @@ class ModelResolverExtension: filename, model_type=category, base_model_context=None, + progress_callback=make_source_progress_callback( + "lora_manager_archive", 72, 92 + ), ) ) log_search_result( diff --git a/core/sources/civarchive.py b/core/sources/civarchive.py index 63203d9..862b478 100644 --- a/core/sources/civarchive.py +++ b/core/sources/civarchive.py @@ -9,7 +9,7 @@ import json import os import re import time -from typing import Any, Dict, List, Optional, Tuple +from typing import Any, Callable, Dict, List, Optional, Tuple from urllib.parse import parse_qs, urljoin, urlparse import requests @@ -85,6 +85,28 @@ def clear_search_cache(): _search_cache.clear() +def _report_progress( + progress_callback: Optional[Callable[[Dict[str, Any]], None]], + stage: str, + message: str, + percent: Optional[float] = None, + **extra: Any, +) -> None: + if not progress_callback: + return + + payload = {"stage": stage, "message": message} + if percent is not None: + payload["percent"] = percent + if extra: + payload.update(extra) + + try: + progress_callback(payload) + except Exception as e: + log_debug(f"CivArchive progress callback failed: {e}") + + def is_civarchive_available() -> bool: """Return True when the CivArchive provider can be offered.""" return True @@ -1510,6 +1532,7 @@ def search_civarchive_for_file( base_model_context: Optional[str] = None, exact_only: bool = False, limit: int = DEFAULT_CIVARCHIVE_CANDIDATE_LIMIT, + progress_callback: Optional[Callable[[Dict[str, Any]], None]] = None, ) -> Optional[Dict[str, Any]]: """ Search CivArchive for the best downloadable match for a model filename. @@ -1524,16 +1547,36 @@ def search_civarchive_for_file( f"file::{normalized_filename.lower()}::{model_type or ''}::{base_model_key}::{exact_only}::{limit}" ) if cache_key in _search_cache: + _report_progress( + progress_callback, + "cache", + "Using CivArchive cache", + 86, + ) return _search_cache[cache_key] sha256 = _extract_sha256(normalized_filename) if sha256: + _report_progress( + progress_callback, + "hash", + "Resolving CivArchive hash", + 40, + sha256=sha256, + ) result = resolve_civarchive_by_hash( sha256, query=normalized_filename, exact_only=exact_only, ) _search_cache[cache_key] = result + _report_progress( + progress_callback, + "done", + "CivArchive checked", + 92, + found=bool(result), + ) return result best_match = None @@ -1545,12 +1588,44 @@ def search_civarchive_for_file( ) try: - for search_query in _build_search_queries(normalized_filename): + search_queries = _build_search_queries(normalized_filename) + query_count = max(1, len(search_queries)) + for query_index, search_query in enumerate(search_queries, start=1): + query_percent = 30 + ((query_index - 1) / query_count) * 18 + _report_progress( + progress_callback, + "query", + f"CivArchive query {query_index}/{query_count}", + query_percent, + query=search_query, + query_index=query_index, + query_count=query_count, + ) candidates = _search_page(search_query, model_type=model_type) - for candidate in candidates: + _report_progress( + progress_callback, + "candidates", + f"CivArchive candidates: {len(candidates)}", + min(55, query_percent + 10), + candidate_count=len(candidates), + checked_candidate_count=len(seen), + ) + candidate_count = len(candidates) + for candidate_index, candidate in enumerate(candidates, start=1): identity = _candidate_identity(candidate) if identity in seen: continue + checked_index = min(len(seen) + 1, limit) + _report_progress( + progress_callback, + "candidate", + f"Resolving CivArchive candidate {checked_index}/{limit}", + 58 + (checked_index / max(1, limit)) * 30, + candidate_index=candidate_index, + candidate_count=candidate_count, + checked_candidate_count=checked_index, + candidate_limit=limit, + ) seen.add(identity) resolved = _resolve_search_candidate( @@ -1598,6 +1673,14 @@ def search_civarchive_for_file( if confidence == 100.0 and base_model_matches: _search_cache[cache_key] = best_match + _report_progress( + progress_callback, + "found", + "Found CivArchive match", + 92, + confidence=confidence, + checked_candidate_count=len(seen), + ) return best_match if len(seen) >= limit: @@ -1612,6 +1695,13 @@ def search_civarchive_for_file( raise except Exception as e: log_exception(f"CivArchive search error for {normalized_filename}: {e}") + _report_progress( + progress_callback, + "error", + f"CivArchive search error: {e}", + 100, + status="error", + ) return None if best_match and best_confidence < 40: @@ -1622,4 +1712,14 @@ def search_civarchive_for_file( best_match = None _search_cache[cache_key] = best_match + _report_progress( + progress_callback, + "found" if best_match else "done", + "Found CivArchive match" if best_match else "CivArchive checked", + 92, + found=bool(best_match), + confidence=best_confidence if best_match else None, + checked_candidate_count=len(seen), + candidate_limit=limit, + ) return best_match diff --git a/core/sources/civitai.py b/core/sources/civitai.py index db14927..ef54121 100644 --- a/core/sources/civitai.py +++ b/core/sources/civitai.py @@ -9,7 +9,7 @@ import re import json import hashlib import requests -from typing import Dict, Any, Optional, List +from typing import Dict, Any, Optional, List, Callable from urllib.parse import urlparse, parse_qs, quote from ..matcher import calculate_similarity_with_normalization, normalize_filename @@ -66,6 +66,28 @@ def clear_search_cache(): _hash_cache.clear() +def _report_progress( + progress_callback: Optional[Callable[[Dict[str, Any]], None]], + stage: str, + message: str, + percent: Optional[float] = None, + **extra: Any, +) -> None: + if not progress_callback: + return + + payload = {"stage": stage, "message": message} + if percent is not None: + payload["percent"] = percent + if extra: + payload.update(extra) + + try: + progress_callback(payload) + except Exception as e: + log_debug(f"CivitAI progress callback failed: {e}") + + def check_civitai_session_token(session_token: Optional[str]) -> Dict[str, Any]: """Check whether a CivitAI browser session token is accepted by civitai.com.""" token = (session_token or "").strip() @@ -932,6 +954,7 @@ def search_civitai_for_file( candidate_limit: int = DEFAULT_CIVITAI_CANDIDATE_LIMIT, use_trpc_search: bool = True, use_html_fallback: bool = True, + progress_callback: Optional[Callable[[Dict[str, Any]], None]] = None, ) -> Optional[Dict[str, Any]]: """ Search CivitAI for a specific model file. @@ -958,11 +981,24 @@ def search_civitai_for_file( ) if cache_key in _search_cache: log_debug(f"CivitAI search cache hit for {filename} (exact_only={exact_only})") + _report_progress( + progress_callback, + "cache", + "Using CivitAI cache", + 86, + ) return _search_cache[cache_key] try: # Prefer the CivitAI.red tRPC search because it is much closer to what # the browser search UI returns than the broad public /models API. + if use_trpc_search: + _report_progress( + progress_callback, + "trpc", + "Searching CivitAI tRPC", + 32, + ) trpc_candidates = ( _search_civitai_trpc_candidates( filename, @@ -973,6 +1009,13 @@ def search_civitai_for_file( if use_trpc_search else [] ) + _report_progress( + progress_callback, + "trpc_candidates", + f"CivitAI tRPC candidates: {len(trpc_candidates)}", + 42, + candidate_count=len(trpc_candidates), + ) candidates_to_check: List[Dict[str, Optional[int]]] = [] seen_candidates = set() @@ -989,19 +1032,51 @@ def search_civitai_for_file( add_candidates(trpc_candidates) if use_html_fallback and len(candidates_to_check) < candidate_limit: + _report_progress( + progress_callback, + "html", + "Searching CivitAI HTML fallback", + 50, + ) html_candidates = _search_civitai_red_candidates( filename, limit=candidate_limit ) add_candidates(html_candidates) else: html_candidates = [] + _report_progress( + progress_callback, + "html_candidates", + f"CivitAI HTML candidates: {len(html_candidates)}", + 58, + candidate_count=len(html_candidates), + ) + _report_progress( + progress_callback, + "candidates", + f"CivitAI candidates to check: {len(candidates_to_check)}", + 60, + candidate_count=len(candidates_to_check), + candidate_limit=candidate_limit, + ) best_result = None best_confidence = 0.0 - for candidate in candidates_to_check: + total_candidates = len(candidates_to_check) + for candidate_index, candidate in enumerate(candidates_to_check, start=1): model_id = candidate["model_id"] version_id = candidate.get("version_id") + _report_progress( + progress_callback, + "candidate", + f"Checking CivitAI candidate {candidate_index}/{total_candidates}", + 62 + (candidate_index / max(1, total_candidates)) * 24, + model_id=model_id, + version_id=version_id, + candidate_index=candidate_index, + candidate_count=total_candidates, + ) log_info( f"CivitAI candidate check: model_id={model_id}, preferred_version_id={version_id}, filename={filename}" ) @@ -1017,6 +1092,15 @@ def search_civitai_for_file( confidence = float(result.get("confidence") or 0.0) if confidence >= 100.0: _search_cache[cache_key] = result + _report_progress( + progress_callback, + "found", + "Found exact CivitAI match", + 92, + model_id=result.get("model_id"), + version_id=result.get("version_id"), + confidence=confidence, + ) log_info( f"Found exact CivitAI match for {filename}: model_id={result.get('model_id')}, version_id={result.get('version_id')}, candidate_limit={candidate_limit}" ) @@ -1027,6 +1111,15 @@ def search_civitai_for_file( if best_result: _search_cache[cache_key] = best_result + _report_progress( + progress_callback, + "found", + "Found CivitAI match", + 92, + model_id=best_result.get("model_id"), + version_id=best_result.get("version_id"), + confidence=best_confidence, + ) log_info( f"Found best CivitAI match for {filename}: model_id={best_result.get('model_id')}, version_id={best_result.get('version_id')}, confidence={best_confidence}, candidate_limit={candidate_limit}" ) @@ -1034,6 +1127,16 @@ def search_civitai_for_file( # Not found _search_cache[cache_key] = None + _report_progress( + progress_callback, + "done", + "CivitAI checked", + 92, + trpc_candidate_count=len(trpc_candidates), + html_candidate_count=len(html_candidates), + checked_candidate_count=len(candidates_to_check), + candidate_limit=candidate_limit, + ) log_info( f"CivitAI search no result: filename={filename}, trpc_candidates={len(trpc_candidates)}, html_candidates={len(html_candidates)}, checked_candidates={len(candidates_to_check)}, candidate_limit={candidate_limit}" ) @@ -1041,6 +1144,13 @@ def search_civitai_for_file( except Exception as e: log_exception(f"CivitAI search error for {filename}: {e}") + _report_progress( + progress_callback, + "error", + f"CivitAI search error: {e}", + 100, + status="error", + ) return None diff --git a/core/sources/huggingface.py b/core/sources/huggingface.py index 93d1b52..ea82b20 100644 --- a/core/sources/huggingface.py +++ b/core/sources/huggingface.py @@ -10,7 +10,7 @@ import re import threading import time import requests -from typing import Dict, Any, Optional, List +from typing import Dict, Any, Optional, List, Callable from urllib.parse import urlparse, quote from ..log_system.log_funcs import ( @@ -47,6 +47,28 @@ def clear_search_cache(): _author_index_cache.clear() +def _report_progress( + progress_callback: Optional[Callable[[Dict[str, Any]], None]], + stage: str, + message: str, + percent: Optional[float] = None, + **extra: Any, +) -> None: + if not progress_callback: + return + + payload = {"stage": stage, "message": message} + if percent is not None: + payload["percent"] = percent + if extra: + payload.update(extra) + + try: + progress_callback(payload) + except Exception as e: + log_debug(f"HuggingFace progress callback failed: {e}") + + def check_huggingface_token(token: Optional[str]) -> Dict[str, Any]: """Check whether a HuggingFace access token is accepted.""" value = (token or "").strip() @@ -669,6 +691,7 @@ def search_huggingface_for_file( use_comfy_org_fallback: bool = True, use_brave_fallback: bool = True, force_refresh: bool = False, + progress_callback: Optional[Callable[[Dict[str, Any]], None]] = None, ) -> Optional[Dict[str, Any]]: """ Search HuggingFace for a specific model file. @@ -696,6 +719,12 @@ def search_huggingface_for_file( cache_key = f"hf_{filename}_exact{exact_only}_{token_key}_{brave_key}_{methods_key}" if cache_key in _search_cache: log_debug(f"HuggingFace cache hit file={filename} exact={exact_only}") + _report_progress( + progress_callback, + "cache", + "Using HuggingFace cache", + 86, + ) return _search_cache[cache_key] try: @@ -710,7 +739,17 @@ def search_huggingface_for_file( search_queries = _build_huggingface_search_queries(filename) if use_api_search: - for search_query in search_queries: + total_queries = max(1, len(search_queries)) + for query_index, search_query in enumerate(search_queries, start=1): + _report_progress( + progress_callback, + "api_search", + f"HuggingFace API query {query_index}/{total_queries}", + 32 + ((query_index - 1) / total_queries) * 10, + query=search_query, + query_index=query_index, + query_count=total_queries, + ) search_url = f"{HF_API_URL}/models?search={quote(search_query)}&limit=20" response = requests.get(search_url, headers=headers, timeout=10) if response.status_code != 200: @@ -728,7 +767,32 @@ def search_huggingface_for_file( seen_repos.add(repo_id) repos_to_check.append(repo_id) - for repo_id in repos_to_check: + _report_progress( + progress_callback, + "api_candidates", + f"HuggingFace API candidates: {len(repos_to_check)} repos", + 44, + candidate_count=len(repos_to_check), + ) + else: + _report_progress( + progress_callback, + "api_skip", + "Skipping HuggingFace API search", + 44, + ) + + repo_count = len(repos_to_check) + for repo_index, repo_id in enumerate(repos_to_check, start=1): + _report_progress( + progress_callback, + "repo_files", + f"Checking HF repo {repo_index}/{repo_count}", + 48 + (repo_index / max(1, repo_count)) * 14, + repo=repo_id, + candidate_index=repo_index, + candidate_count=repo_count, + ) log_debug(f"HuggingFace check repo={repo_id} file={filename}") files = _get_repo_tree(repo_id, headers=headers) if not files: @@ -740,6 +804,14 @@ def search_huggingface_for_file( ) if result: _search_cache[cache_key] = result + _report_progress( + progress_callback, + "found", + "Found HuggingFace match", + 92, + repo=repo_id, + match_type=result.get("match_type"), + ) log_info( f"HuggingFace found match={result['match_type']} file={filename} repo={repo_id} path={result['path']}" ) @@ -748,7 +820,17 @@ def search_huggingface_for_file( author_fallback_repos = [] author_fallback_repo_count = 0 if use_comfy_org_fallback: - for author in HF_AUTHOR_FALLBACKS: + total_authors = max(1, len(HF_AUTHOR_FALLBACKS)) + for author_index, author in enumerate(HF_AUTHOR_FALLBACKS, start=1): + _report_progress( + progress_callback, + "author_index", + f"Checking HF fallback index {author_index}/{total_authors}", + 64 + ((author_index - 1) / total_authors) * 6, + author=author, + author_index=author_index, + author_count=total_authors, + ) index = _get_author_index( author, headers={}, @@ -761,6 +843,14 @@ def search_huggingface_for_file( author_fallback_repo_count += int(index.get("repo_count") or 0) if result: _search_cache[cache_key] = result + _report_progress( + progress_callback, + "found", + "Found HuggingFace fallback match", + 92, + repo=result.get("repo_id"), + match_type=result.get("match_type"), + ) log_info( f"HuggingFace found source=author_index match={result['match_type']} file={filename} repo={result['repo_id']} path={result['path']}" ) @@ -778,8 +868,25 @@ def search_huggingface_for_file( seen_repos.add(repo_id) author_fallback_repos.append(repo_id) author_fallback_repo_count += 1 + else: + _report_progress( + progress_callback, + "author_skip", + "Skipping HuggingFace fallback index", + 70, + ) - for repo_id in author_fallback_repos: + fallback_repo_count = len(author_fallback_repos) + for repo_index, repo_id in enumerate(author_fallback_repos, start=1): + _report_progress( + progress_callback, + "author_repo", + f"Checking HF fallback repo {repo_index}/{fallback_repo_count}", + 70 + (repo_index / max(1, fallback_repo_count)) * 8, + repo=repo_id, + candidate_index=repo_index, + candidate_count=fallback_repo_count, + ) log_debug( f"HuggingFace author_fallback check repo={repo_id} file={filename}" ) @@ -792,22 +899,54 @@ def search_huggingface_for_file( ) if result: _search_cache[cache_key] = result + _report_progress( + progress_callback, + "found", + "Found HuggingFace fallback match", + 92, + repo=repo_id, + match_type=result.get("match_type"), + ) log_info( f"HuggingFace found source=author_fallback match={result['match_type']} file={filename} repo={repo_id} path={result['path']}" ) return result + if use_brave_fallback: + _report_progress( + progress_callback, + "brave_search", + "Searching Brave fallback", + 80, + ) brave_candidates = ( _search_brave_for_huggingface_candidates(filename, brave_api_key or "") if use_brave_fallback else [] ) log_info(f"HuggingFace brave_fallback file={filename} candidates={len(brave_candidates)}") + _report_progress( + progress_callback, + "brave_candidates", + f"Brave candidates: {len(brave_candidates)}", + 84, + candidate_count=len(brave_candidates), + ) - for candidate in brave_candidates: + brave_count = len(brave_candidates) + for candidate_index, candidate in enumerate(brave_candidates, start=1): repo_id = candidate.get("repo", "") branch = candidate.get("branch", "main") expected_file = candidate.get("filename", filename) + _report_progress( + progress_callback, + "brave_repo", + f"Checking Brave candidate {candidate_index}/{brave_count}", + 84 + (candidate_index / max(1, brave_count)) * 6, + repo=repo_id, + candidate_index=candidate_index, + candidate_count=brave_count, + ) files = _get_repo_tree(repo_id, headers=headers, branch=branch) if not files: continue @@ -817,6 +956,14 @@ def search_huggingface_for_file( ) if result and result.get("filename", "").lower() == filename.lower(): _search_cache[cache_key] = result + _report_progress( + progress_callback, + "found", + "Found HuggingFace Brave match", + 92, + repo=repo_id, + match_type=result.get("match_type"), + ) log_info( f"HuggingFace found source=brave_fallback match=exact file={filename} repo={repo_id} path={result['path']}" ) @@ -824,6 +971,15 @@ def search_huggingface_for_file( # Not found _search_cache[cache_key] = None + _report_progress( + progress_callback, + "done", + "HuggingFace checked", + 92, + candidate_count=len(repos_to_check), + author_repo_count=author_fallback_repo_count, + brave_candidate_count=len(brave_candidates), + ) log_info( f"HuggingFace miss file={filename} repos={len(repos_to_check)} author_repos={author_fallback_repo_count} brave={len(brave_candidates)}" ) @@ -831,6 +987,13 @@ def search_huggingface_for_file( except Exception as e: log_exception(f"HuggingFace search error for {filename}: {e}") + _report_progress( + progress_callback, + "error", + f"HuggingFace search error: {e}", + 100, + status="error", + ) return None diff --git a/core/sources/lora_manager_archive.py b/core/sources/lora_manager_archive.py index 62f9335..88d63b4 100644 --- a/core/sources/lora_manager_archive.py +++ b/core/sources/lora_manager_archive.py @@ -9,7 +9,7 @@ import os import sqlite3 import re import time -from typing import Any, Dict, List, Optional +from typing import Any, Callable, Dict, List, Optional from ..matcher import calculate_similarity_with_normalization, normalize_filename from ..log_system.log_funcs import ( @@ -50,6 +50,28 @@ def clear_search_cache(): _db_path_cache = None +def _report_progress( + progress_callback: Optional[Callable[[Dict[str, Any]], None]], + stage: str, + message: str, + percent: Optional[float] = None, + **extra: Any, +) -> None: + if not progress_callback: + return + + payload = {"stage": stage, "message": message} + if percent is not None: + payload["percent"] = percent + if extra: + payload.update(extra) + + try: + progress_callback(payload) + except Exception as e: + log_debug(f"LoRA Manager archive progress callback failed: {e}") + + def get_lora_manager_archive_db_path() -> Optional[str]: """Resolve the local comfyui-lora-manager archive database path.""" global _db_path_cache @@ -548,6 +570,7 @@ def search_lora_manager_archive( model_type: Optional[str] = None, base_model_context: Optional[str] = None, limit: int = 10, + progress_callback: Optional[Callable[[Dict[str, Any]], None]] = None, ) -> List[Dict[str, Any]]: """ Search the local comfyui-lora-manager CivitAI archive by model name. @@ -570,27 +593,76 @@ def search_lora_manager_archive( f"search::{normalized_query.lower()}::{normalized_type}::{base_model_key}::{limit}" ) if cache_key in _search_cache: + _report_progress( + progress_callback, + "cache", + "Using LoRA archive cache", + 76, + result_count=len(_search_cache[cache_key] or []), + ) return list(_search_cache[cache_key]) + _report_progress( + progress_callback, + "db", + "Opening LoRA archive database", + 28, + ) conn = _connect_readonly() if conn is None: + _report_progress( + progress_callback, + "unavailable", + "LoRA archive database unavailable", + 92, + ) return [] try: started_at = time.perf_counter() + _report_progress( + progress_callback, + "query", + "Querying LoRA archive database", + 35, + ) candidate_rows = _query_candidate_rows( conn, normalized_query, normalized_type, limit ) + _report_progress( + progress_callback, + "candidates", + f"LoRA archive rows: {len(candidate_rows)}", + 58, + candidate_count=len(candidate_rows), + ) if not candidate_rows: elapsed = time.perf_counter() - started_at log_info( f"LoRA Manager archive query={normalized_query} type={normalized_type or 'all'} results=0 candidates=0 elapsed={elapsed:.3f}s" ) _search_cache[cache_key] = [] + _report_progress( + progress_callback, + "results", + "LoRA archive matches: 0", + 88, + candidate_count=0, + result_count=0, + ) return [] scored_candidates = [] - for row in candidate_rows: + row_count = len(candidate_rows) + for row_index, row in enumerate(candidate_rows, start=1): + _report_progress( + progress_callback, + "score", + f"Scoring LoRA archive row {row_index}/{row_count}", + 60 + (row_index / max(1, row_count)) * 10, + candidate_index=row_index, + candidate_count=row_count, + ) confidence = _calculate_confidence( normalized_query, row["model_name"] or "", @@ -616,10 +688,28 @@ def search_lora_manager_archive( row["version_id"] for _, _, row in scored_candidates[: max(limit * 3, limit)] ] + _report_progress( + progress_callback, + "details", + f"Loading LoRA archive details: {len(selected_version_ids)}", + 72, + candidate_count=len(selected_version_ids), + ) full_rows = _load_full_rows_for_versions(conn, selected_version_ids) results = [] - for _, _, candidate_row in scored_candidates: + scored_count = len(scored_candidates) + for candidate_index, (_, _, candidate_row) in enumerate( + scored_candidates, start=1 + ): + _report_progress( + progress_callback, + "build", + f"Building LoRA archive match {candidate_index}/{scored_count}", + 74 + (candidate_index / max(1, scored_count)) * 12, + candidate_index=candidate_index, + candidate_count=scored_count, + ) version_id = candidate_row["version_id"] full_row = full_rows.get(version_id) if not full_row: @@ -647,9 +737,24 @@ def search_lora_manager_archive( log_info( f"LoRA Manager archive query={normalized_query} type={normalized_type or 'all'} results={len(results)} candidates={len(candidate_rows)} elapsed={elapsed:.3f}s" ) + _report_progress( + progress_callback, + "results", + f"LoRA archive matches: {len(results)}", + 88, + candidate_count=len(candidate_rows), + result_count=len(results), + ) return results except Exception as e: log_exception(f"LoRA Manager archive search error for {query}: {e}") + _report_progress( + progress_callback, + "error", + f"LoRA archive search error: {e}", + 100, + status="error", + ) return [] finally: conn.close() @@ -661,6 +766,7 @@ def search_lora_manager_archive_for_file( base_model_context: Optional[str] = None, exact_only: bool = False, limit: int = 10, + progress_callback: Optional[Callable[[Dict[str, Any]], None]] = None, ) -> Optional[Dict[str, Any]]: """ Search the archive for the best model/version match for a filename. @@ -674,6 +780,12 @@ def search_lora_manager_archive_for_file( f"file::{filename.lower()}::{_normalize_model_type(model_type)}::{base_model_key}::{exact_only}::{limit}" ) if cache_key in _search_cache: + _report_progress( + progress_callback, + "cache", + "Using LoRA archive cache", + 86, + ) return _search_cache[cache_key] candidates = search_lora_manager_archive( @@ -681,12 +793,29 @@ def search_lora_manager_archive_for_file( model_type=model_type, base_model_context=base_model_context, limit=limit, + progress_callback=progress_callback, + ) + _report_progress( + progress_callback, + "candidates", + f"LoRA archive matches to check: {len(candidates)}", + 88 if candidates else 92, + candidate_count=len(candidates), ) best_match = None best_confidence = 0.0 best_rank = -9999.0 - for candidate in candidates: + total_candidates = len(candidates) + for candidate_index, candidate in enumerate(candidates, start=1): + _report_progress( + progress_callback, + "candidate", + f"Checking LoRA archive match {candidate_index}/{total_candidates}", + 88 + (candidate_index / max(1, total_candidates)) * 4, + candidate_index=candidate_index, + candidate_count=total_candidates, + ) candidate_filename = candidate.get("filename", "") confidence = _calculate_confidence(filename, candidate.get("name", ""), candidate.get("version_name", ""), candidate_filename) if exact_only and confidence < 100.0: @@ -706,11 +835,33 @@ def search_lora_manager_archive_for_file( best_match["confidence"] = confidence best_match["match_type"] = "exact" if confidence == 100.0 else "similar" if confidence == 100.0 and base_model_matches: + _report_progress( + progress_callback, + "found", + "Found LoRA archive match", + 92, + confidence=confidence, + ) break if best_match is None and exact_only: _search_cache[cache_key] = None + _report_progress( + progress_callback, + "done", + "LoRA archive checked", + 92, + found=False, + ) return None _search_cache[cache_key] = best_match + _report_progress( + progress_callback, + "found" if best_match else "done", + "Found LoRA archive match" if best_match else "LoRA archive checked", + 92, + found=bool(best_match), + confidence=best_confidence if best_match else None, + ) return best_match diff --git a/metadata/huggingface-author-index.json b/metadata/huggingface-author-index.json index ffeeee8..038252e 100644 --- a/metadata/huggingface-author-index.json +++ b/metadata/huggingface-author-index.json @@ -1 +1 @@ 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