Pass available_models through to the workflow analyzer, enabling
case-sensitive relative path lookups against scanned model data.
Normalize paths for comparison while preserving letter casing.
Skip irrelevant categories (custom_nodes, configs) upfront.
Fall back gracefully when no scanner data is available.
Also ignore the tests/ directory in .gitignore.
Add a shared normalize_download_category helper (with CATEGORY_MAP) in Python
and use it in get_download_directory to prefer redirected paths and to rank
diffusion_models above legacy unet folders. Mirror the same normalization in
the JS downloadTargetMethods, applying it consistently when coalescing
downloadDirectories, building dropdown keys, and reading/writing selections.
Also fix display labels to use 'diffusion_models' instead of 'unet'.
Propagate the resolved download directory and file path from the backend
download flow into frontend progress UI: add \path\ and \directory\ fields
to download progress state, render right-clickable context menu entries on
progress bars and status messages, and allow opening the download folder
directly from completion or error notifications. Also update the HuggingFace
author index.
Update search logging to use reusable formatters for values, sizes, and field
pairs, and add append-only extra kwargs so downstream logs stay on one line.
Tighten HuggingFace source messages, refresh the author index metadata, and
consolidate LoraManager/CivitAI log text.
backend:
- add 429 retry handling with backoff in CivArchive API requests
- add page-scraping fallback for CivArchive model payloads
- normalize CivArchive mirrors with dead/gated/paid/sha256 metadata
- include file metadata and mirror data in normalized archive files
- propagate additional dead/missing status field aliases
- include metadata in normalized CivitAI files
frontend:
- render mirror lists with source grouping, dead-link indicators, and skull icons
- add file badges (primary, type, format, size, fp, mirror count, id)
- improve secondary info in resolve/download methods to include base model
- enhance search panel secondary info with base model and filename
- on selecting a version with empty files, fetch fresh version details
- propagate base model context to CivitAI search state and display labels
Adds a fullscreen image preview dialog to the model info panel with
navigation, copy-prompt support, generation metadata display, and
referenced resources listing.
Extends CivitAI backend extraction to handle varied metadata key names
(negativePrompt, Clip skip, Model, etc.) and surfaces clip_skip, width,
height, tags, resources, and raw metadata through the new preview UI.
Renames z-index variable to reserve a dedicated layer for the preview
backdrop.
Uses an exact alias membership check instead of substring matching to prevent
false positives, e.g. 'zimage' alias no longer incorrectly matches
'zimagebase'.
Replace the heavy autoResolveAfterDownload path (which re-analyzed the
entire workflow) with a more efficient refreshLocalMatchesForDownloadedMissing
call that queries /model_resolver/local-matches directly for the
specific downloaded file.
This removes the unnecessary re-analysis step, adds an explicit
force_rescan flag (coerced to bool on the backend for safe JSON
payload handling), propagates the missing model's category through
the activeDownloads tracking objects, and updates related UI text
to reflect the new narrower behavior.
Raise CivArchiveSearchError in civarchive backend, catch and store it in
source_results in the workflow analyzer, surface it in resolve_download_methods
as an 'error' status, and display error messages in search_panel progress
items and tooltips.
Adds a checkbox in the resolver footer search menu that bypasses all
search result caches for the duration of a batch search run.
Frontend (queue_methods.js, resolve_download_methods.js,
resolver_dialog.js, search_panel.js, resolver-main.css):
- Introduce checkbox-type footer menu items (type: 'checkbox').
- Add 'Force search (ignore cache)' checkbox to the search menu,
wired to a new forceBatchSearch flag on ResolverManagerDialog.
- Pass forceSearch through searchMissingBatch and searchOnline to
the backend API call.
- When the manual search button is clicked and results already exist
for that model, forceSearch defaults to true.
- mergeSearchResults respects forceRefresh: if a forced search
returns no results for a source, that source is cleared from the
cached results.
Backend (__init__.py, core/sources/huggingface.py):
- force_search is read from the incoming API request and, when true,
clears all active source search caches (local, huggingface,
civitai, civarchive, lora_manager_archive) before searching.
- force_search is forwarded as force_refresh to
search_huggingface_for_file, which folds it into the cache key so
the cache is not hit, and propagates it to _get_author_index.
- Search result timestamps are no longer inherited from prior
cached signatures when force_search is active; a fresh timestamp
is written unconditionally.
Updated metadata/huggingface-author-index.json reflects the latest
cached author index after rebuild.
Add searched_at timestamps to search results so cached entries are accurately tracked and preserved across merges. Expand the clear-search-cache command to also invalidate popular databases, model list, and the new result timestamp store. Frontend gains new cache-clearing methods and a full resolver cache reset for maintenance. The search panel and missing browser now show source result dates and toggle the search button between 'Search' and 'Search Again' when results already exist.
The previous commit introduced server-side persistence for API keys and
preferences via a model_resolver_settings.json file and POST/GET routes.
This change reverts that behavior, returning to localStorage-only storage
for settings, which is simpler and avoids persisting sensitive credentials
to disk. Also removes the now-unnecessary .gitignore entry.
Replace all link dialog terminology with resolver terminology
throughout the codebase, including module names, CSS classes,
IDs, JS variables, SVG gradient IDs, and log module names.
Remove the old web/linker/ tree and introduce the new web/resolver/
tree with parallel structure. Also replace core/linker.py with
core/resolver.py.
Add backend endpoints (/model_linker/model-list/status, /model_linker/model-list/update)
that let users check whether their bundled ComfyUI-Manager model-list.json is current
and download the latest version from GitHub, with SHA tracking and cache invalidation.
Add corresponding UI in the Options dialog under a new 'Local Database' section
with status display, remote check, and update controls.
Adds a new include_brackets parameter to ColoredFormatter that controls
whether square brackets wrap timestamps, root labels, and log level names
in formatted log output. When True, brackets are applied; when False
(the default for AzLogsLogger), brackets are omitted for cleaner output.
This allows callers like AzLogsLogger to opt-in to bracket formatting
independently via the constructor.
Console output (ColoredFormatter):
- Level name is now wrapped in [LEVEL] and left-padded via _format_level.
- Timestamp and root-label segments are individually bracket-wrapped, keeping
plain-output layout consistent with coloured output.
- Separator between fields is colourised (colour code derived from level theme)
so the table structure remains readable.
- New include_milliseconds init flag controls whether a fractional-second suffix
is appended to the timestamp; _format_time respects it.
- _display_logger_name unchanged; _split_logger_name still decomposes dotted names
into root / detail parts.
File logging (AzLogsLogger):
- file_handlers dict introduced to cache one RotatingFileHandler per top-level
root module, preventing duplicate handlers when multiple sub-modules log to
the same file (_get_file_handler / _get_log_file / _root_module_name).
- File handler formatter upgraded from a bare logging.Formatter to ColoredFormatter
(colours off, milliseconds on, datefmt hard-coded to
'%Y-%m-%d %H:%M:%S') so file output carries the same column structure as
the console formatter.
- reset_loggers method properly removes and closes all handlers (StreamHandler
and RotatingFileHandler) from every configured logger before clearing
self.loggers and self.file_handlers, allowing _get_logger to be called again
with fresh settings.
- set_file_logging now delegates to reset_loggers instead of simply clearing
the loggers dict.
- Increment log_system version from 1.5.0 to 1.5.1 in all module docstrings
- Add # ruff: noqa: T201 to log_funcs.py and logger.py to suppress
ruff T201 (favored print() usage) warning in logging utility modules
- Bump version to 1.5.0 in config.py, log_funcs.py, and logger.py
- Add USE_COLORS = True to core/log_system/config.py
- Import USE_COLORS in log_funcs.py and pass it to the logger context as
use_colors, honouring AZLOGS_USE_COLORS env var when set
- Introduce LEVEL_THEME mapping per-level RGB colors for DEBUG/INFO/WARN/ERROR
- Add TIME_BG background color for timestamp blocks
- Refactor _color_level into _color_level_badge: bold + background color badge
- Add _color_timestamp, _color_root_label, _color_separator, _color_message helpers
- Format output as: <level-badge> <timestamp> <root-label> <message> <source>
- Split logger name into root/detail via _split_logger_name; show only detail in source field
- Non-colored fallback path uses same structured layout without ANSI codes
- Change logging stacklevel from 3 to 4 in all log helper functions
(create_module_logger, log_debug, log_info, log_warn, log_error) to
correctly attribute the caller location in stack output.
- Reduce level_field_width from 9 to 5 (e.g. ERROR→5 chars) and set
source_field_width to 0 so source column auto-sizes to its content.
- Add MESSAGE color (cyan) for log message highlighting in colored output.
- Extract four helper methods from ColoredFormatter.format:
_display_logger_name — strips the 'azlogs.' namespace prefix
_display_level_name — normalises WARNING → WARN for compact display
_format_time — builds HH:MM:SS.mmm timestamps
_color_level — applies bold+color to the level token
- Simplify format() to assemble [HH:MM:SS.mmm] LVL (logger:line): message
with the new helpers applied inline.
- Set default level/source field widths to 0 (no extra spacing) in DEFAULT_CONFIG
- Add level_field_width and source_field_width parameters to ColoredFormatter
- Pad/center level tag and ljust source tag ([name:lineno]) consistently
- Add _field_width() helper to safely convert config values to non-negative ints
- Pass config widths through to ColoredFormatter in AzLogsLogger setup
- Set LOG_MODULE_NAME to 'MLinker' in config.py
- Switch __init__.py to use create_module_logger(); remove inline logging.getLogger calls
- Rewrite log_funcs.py: introduce module-name normalization (_normalize_module_name/_normalize_module_path/_resolve_module_name), ModuleLogger class, and global log-level switching (set_global_level replaces per-module set_module_level)
- Enhance logger.py: show [name:lineno] in console prefix, sanitize log file names for safe filesystem paths, wrap RotatingFileHandler setup with OSError handling to fall back to console-only logging, pass stacklevel through log() and propagate kwargs to exception()
- Update web/log_system/logger.js: dispatch to level-specific console methods (debug/info/warn/error) via CONSOLE_METHODS map; replace truncated t/m/l/a localStorage schema with serializeLogEntry/deserializeLogEntry (backward-compatible with short keys); load saved logs on construction via loadLogs()
Enhance logging system with configurable module names and dynamic
localStorage keys to avoid conflicts between multiple plugin instances.
- Add LOG_MODULE_NAME and DEFAULT_LOGGER_NAME to web/log_system/config.js
- Update logger.js to use dynamic storage keys based on module name
- Change window property from ResolutionMasterLogger to dynamic key
- Add PyDoc metadata to core/log_system/config.py
- Add JSDoc metadata blocks to all web log_system files
Reorganize web utilities:
- Move css-loader.js from web/ to web/utils/
- Add ErrorHandler.js for centralized error handling
- Add ResourceManager.js for stylesheet and template loading
rename: web/css-loader.js => web/utils/css-loader.js
- Add 'node_title' field to model info dictionaries in get_node_model_info
- Display custom node titles in missing models dialog when available
- Show 'NodeLabel #id · CustomTitle' format for better model identification
- Add civitai_use_trpc_search and civitai_use_html_fallback config options
- Update search_civitai_for_file to conditionally use tRPC and HTML methods
- Include method flags in cache key to respect search method preferences
- Add checkboxes in options UI to control each CivitAI search method
- Add tooltip badges to all API key labels explaining their purpose
- Persist new settings to localStorage and pass through search pipeline
Add a capabilities endpoint and use it in the frontend to show the LoRA Manager Archive source only when comfyui-lora-manager and its archive database are available. This keeps the source menu clean and avoids exposing unavailable functionality.
Allow the number of CivitAI search candidates to be configured (default 5, bounds 1–20) and thread this limit through the frontend and backend. Backend: introduce DEFAULT/MAX constants, validate candidate_limit, include it in cache keys and logs, collect and deduplicate candidates from tRPC and HTML searches up to the limit, prefer exact 100% matches and otherwise pick the best-confidence result. Frontend: persist civitaiCandidateLimit in localStorage, add an input to options UI, clamp/save the value, include civitai_candidate_limit in search payloads, and apply suggested subfolder info from returned civitai_search_result. Misc: UI copy updated and minor log/message tweaks.
Add support for an optional CivitAI session token and cache-management for search results. UI: new input for __Secure-civitai-token saved to localStorage (modelLinker.civitaiSessionToken) and cleared via the options dialog; saving/clearing tokens triggers a backend cache clear and updates notifications. Backend: add clear_search_cache() helpers in core.sources.huggingface and core.sources.civitai, register /model_linker/clear-search-cache route to flush both caches, and wire the civitai session token into search flows. CivitAI changes include sending the session token as a Cookie header for tRPC searches, incorporating session and model_type into the search cache key, and passing session_token through search_civitai_for_file and related calls. Purpose: ensure authenticated/session-aware search results (including NSFW/visibility differences) and avoid stale cached search results after token/settings changes.
Pass category to CivitAI searches and overhaul civitai source logic: prefer civitai.red tRPC search, extract candidates from tRPC/HTML, add type mapping, richer filename normalization and similarity scoring, per-version file matching, and confidence thresholds; use caching and fallbacks when needed. Also update web UI to display match confidence and file size. These changes aim to produce more accurate model/file matches and surface confidence to users.
Add extensive observability/logging across ModelLinker and source search modules. __init__.py: introduce summarize_result and log_search_result helpers, replace ad-hoc logger calls with log_info/log_exception, and add start/result/summary logs for local, popular, model_list, HuggingFace and CivitAI searches (including extra metadata like confidence, files_count, results_count). core/sources/civitai.py: log cache hits, API call start, response counts, model/version/file checks, no-result info and improved exception logging. core/sources/huggingface.py: log cache hits, API call start, response counts, per-repo debug info, repo tree sizes, no-result info and improved exception logging. Changes are focused on diagnostics and do not alter core search logic.
Add real-time analysis progress reporting and client-side polling during workflow analysis. __init__.py: import asyncio, track per-analysis progress in self.analysis_progress, pass an update callback to analyze endpoint (using asyncio.to_thread), set progress states on success/error, and expose a new GET /model_linker/analyze-progress/{analysis_id} endpoint. core/linker.py: add optional progress_callback parameter to analyze_and_find_matches and emit staged progress updates (extracting, scanning, analyzing, identifying, matching, per-model progress and completed). web/linker.js: introduce analysis progress UI rendering, polling loop (pollAnalysisProgress) keyed by an analysis token, send analysis_id with analyze request, show progress bar/message, and replace search-source buttons with a compact select picker. These changes improve UX by providing live feedback during potentially long analysis runs.
Performance and correctness improvements across model scanning, matching, workflow analysis, and CivitAI URL handling:
- Add short-lived in-memory cache for get_model_files (with force_rescan and invalidate_model_files_cache) to reduce frequent directory scans.
- Pass scanned available_models into workflow analysis to avoid rescanning and build category-indexed lists plus an ordered-candidates cache for faster candidate ordering.
- Improve analyze_and_find_matches to special-case urn:air: URNs (use filename suffix when present) and skip fuzzy matching when appropriate.
- Rewrite find_matches to maintain only the top N results via heapq, cache normalized candidate path/filename values on candidate dicts, and early-exit on max_results<=0 to reduce allocations and CPU.
- Add helper functions in CivitAI source to extract/build stable image page URLs (_extract_civitai_image_id, _build_civitai_image_url) and use them when populating image metadata.
- Propagate available_models into get_node_model_info and analyze_workflow_models so subroutines reuse the same scanned list.
- Guard frontend and backend folder lookups to return early for unknown categories to avoid unnecessary work.
These changes aim to reduce IO/CPU during frequent matching operations and produce more accurate/efficient matching for URNs and local models.
Include base_model and tags in civitai search/resolve results and model lookup responses. Add a new /model_linker/subfolders API route that uses ComfyUI folder_paths to return known subfolder paths for a given category. Improve downloader.get_download_directory to choose a preferred path (preferring paths outside the ComfyUI install) and add robust path normalization/commonpath checks. On the frontend, add download target controls (folder + optional subfolder) with styling, loading of download directories/subfolders, autocomplete and selection logic, heuristics to suggest civitai subfolders (particularly for loras), and integrate the chosen category/subfolder into the download payload and UI wiring.
Expose local model matching and folder-opening functionality. Adds search_local_matches to core/linker.py to run local filename/path similarity matching with deduplication and category prioritization. Registers two new HTTP endpoints in __init__.py: /model_linker/local-matches (POST) to search local files and /model_linker/open-containing-folder (POST) to open the OS file explorer at a model's path. Updates web/linker.js to add context-menu item, UI rendering and wiring for local matches (including confidence filtering, expandable alternatives, and button handlers), client-side openContainingFolder call, and triggers to refresh URN local matches. Also surfaces civitai version_name in model results. These changes enable searching and linking local model files from the UI and opening their containing folders.
Stop performing automatic online searches during scanning and matching: HuggingFace/CivitAI lookups are no longer done synchronously for each missing file. Core linker now marks URN entries for async resolution instead of calling CivitAI during scan, avoiding blocking network calls and reducing noise. Server-side /model_linker/search remains the on-demand endpoint; __init__.py adds resolve_urn import and tightens validation for URN requests (require model_id+version_id for URN-only requests). Frontend (web/linker.js) updated to show a loading indicator for URN entries and to fetch CivitAI info asynchronously via a new resolveUrnAsync() routine, then update the UI when results arrive. Also includes minor formatting/import grouping and UI label tweaks.
Bump logging version to 1.4.1 and improve module name detection by adding _find_project_root in log_funcs to locate the repository root (searches for a .git directory) and use its basename when LOG_MODULE_NAME is not set, with a fallback to the previous behavior. Also update the same version string in logger.py. Additionally, comment out two noisy debug log lines in core/scanner.py to reduce verbose output when directories are missing or after scanning.
Refactor AzLogsLogger instance methods (debug/info/warn/error/exception) and the module-level helper functions to call the central logger.log(...) with the appropriate LogLevel, and ensure exception() passes exc_info=True. Also add a standard library logger in core/log_system/log_funcs.py and emit an error if importing the custom logger fails to aid diagnosis.
Dariusz L