* chore: start 3.2.4
* feat: track prompt usage (run_count, last_used_at) with server-side sorting
- Migration adds last_used_at and run_count; existing prompts are estimated
from linked images (count, newest image time, else created_at). The
backfill only touches NULL rows, so it self-heals rows written after a
downgrade or an interrupted upgrade.
- Every node run records a use, including re-runs of an existing prompt;
a tracking failure is logged and never blocks generation.
- search_prompts/get_recent_prompts accept a whitelisted sort key
(last_used, created, run_count, rating, text); default stays newest first.
Refs #90
* feat: sort param on /recent and /search; microsecond last_used_at
- /prompt_manager/recent and /search accept ?sort= (whitelisted in the DB
layer; unknown values fall back to newest first).
- last_used_at is written with microseconds from Python so a re-run in the
same millisecond as another save still sorts first; ordering stays correct
against millisecond values from the backfill.
Refs #90
* feat: server-side sort in admin UI with Recently Used / Most Used and run badges
- New web/js/prompt-list-sort.js owns the sort options, validation and
request URLs; admin.js fills the dropdown from it and re-fetches from the
server on change, so every sort spans all pages (the old client-side sort
only reordered the current page).
- Default sort is Recently Used; prompt cards show a run-count badge with
the last-used time on hover.
- The node's Recent button now lists recently used prompts.
- Contract test keeps the UI sort keys and the node's key in sync with the
server whitelist.
Refs #90
* fix: link images and count runs by the positive prompt, not node execution
With a negative-prompt PromptManager node in the workflow, every executed
PromptManager node pushed onto the image-linking queue, so images could be
linked to the negative prompt or to a previous run. ComfyUI also skips
unchanged nodes, so re-runs of the same prompt were never counted.
- utils/prompt_graph.py finds the PromptManager nodes feeding a sampler's
positive input (KSampler, CFG/Basic guiders, ControlNet and combine
pass-throughs, PromptManagerText into encoders), falling back to all
PromptManager nodes when none can be traced.
- Runs are counted by a ComfyUI on-prompt hook when a workflow is queued;
prompts not yet saved are counted when the node first saves them.
- Nodes receive the queued graph (hidden PROMPT/UNIQUE_ID). Only the run's
positive prompt becomes the current prompt; only batch items with linked
text are pushed onto the FIFO queue.
- The image monitor links from the image's own metadata first, using the
positive node, and falls back to the queue for batch items.
Refs #90
* fix: address review — count cached runs of linked text, keep repeated pending runs
- Text from known pure string nodes (core PrimitiveString/StringConcatenate,
WAS Text Concatenate/Multiline, pysssss ShowText) is resolved at queue
time, so cached re-runs of such prompts are counted and their images link
from metadata. Unknown nodes are never guessed; the node compares its real
text with the queue-time resolution and falls back to counting and
queueing itself on any mismatch.
- A new prompt queued several times before its first run keeps every
pending run; the first save records all of them.
- Registration flag is a threading.Event; consistent unittest imports;
logging instead of print in the init fallback.
* refactor: unquote PendingFirstUse annotation so Tuple usage is visible
* fix: release 3.2.3 — metadata parsing, null-safe saves, auto-hide, tag search
- fix(#75): stop SaveImage patch from writing the last-run prompt into every
PromptManager node (negative prompts were saved as copies of the positive)
- fix(#75): replace four duplicated metadata parsers with a shared
web/js/comfy-metadata.js that traces sampler links (KSampler, CFGGuider /
SamplerCustomAdvanced, LoRA chains, ControlNet pass-through, any checkpoint
loader) and recovers per-node text for images saved by older versions
- fix(#143): treat null JSON body fields as empty in prompt API handlers
- fix(#149): keep auto-hide timeout 0 (disabled) instead of falling back to
the default; validate result_timeout on save
- feat(#150): support tag:name filters in the node search box
- docs(#142): scan dialog mentions A1111/Forge metadata support
- docs(#144): fix ComfyUI-Lora-Manager links
- ci: run JS tests with node --test
* fix: bound metadata graph traversal to prevent tab freeze on crafted PNGs
Link resolution tried every linked input recursively with only a depth cap,
so a PNG whose prompt graph has cycles and fan-out could force ~inputs^25
paths and hang the gallery/metadata page. Each lookup now shares a visited
set (each node expanded once) with a hard cap of 500 visits.
* fix: read the matching output of multi-output settings nodes
KSampler settings linked to a node like SamplerCombo all resolved to its
first value, so steps, cfg and sampler showed the sampler name. Scalar
resolution now prefers the linked node's input with the same field name.
* fix: address review — trust API text, restore workflow-only parsing
- Workflow widget text now only replaces API text for metadata showing the
pre-3.2.3 corruption signature (2+ PromptManager nodes with identical API
text but different widgets). Otherwise the API graph wins, so expanded
dynamic prompts and linked text display what actually ran.
- Images with only a UI workflow are converted to the API graph shape and
traced the same way: prompts, KSamplerAdvanced, UNET/checkpoint loaders,
KJNodes Set/Get, Reroute, bypassed and muted nodes.
* feat: recursive subfolder filtering + gallery tree navigation + thumbnail sizing
- Recursive subfolder filtering: selecting an intermediate folder shows all child images
- Gallery tree navigation panel with collapsible folder hierarchy (sticky, resizable)
- Thumbnail size controls (S/M/L) for adjustable grid density
- Fix path collision when multiple gallery roots share overlapping relative paths
- Fix auto-detect mode collapsing nested folders to ambiguous basenames
- Security test suite for path traversal edge cases
Addresses feedback from #126. Fixes code review items P1/P2 from #135.
Co-Authored-By: Kai Bowie <kaigtb@proton.me>
* style: fix Black formatting in test_path_security.py
* feat(gallery): add folder tree sidebar with hierarchical navigation (#126)
- Add collapsible folder tree sidebar to gallery view
- Support hierarchical year/month/date folder navigation
- Include ancestor path expansion for proper tree structure
- Add subfolder filtering to gallery image queries
- Update admin subfolder dropdown with ancestor support
- Fix trailing whitespace in SQL queries
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: Kai <noreply@gtb.ai>
Co-authored-by: Kai Bowie <kaigtb@proton.me>
Co-authored-by: Kai <kai@tachi-02.localdomain>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add LoRA utility module for LoraManager integration (#52)
Detection, metadata reading, trigger word cache, and prompt injection
for ComfyUI-Lora-Manager. All functions return empty results when
LoraManager is not installed.
* feat: add IntegrationConfig for opt-in third-party integrations (#52)
* feat(api): add LoraManager integration endpoints (#52)
Detection, enable/disable, scan/import, trigger word lookup,
and cache refresh endpoints under /prompt_manager/lora/*.
* feat: inject LoRA trigger words into prompts at encoding time (#52)
When enabled, scans for <lora:NAME:WEIGHT> tags in prompt text and
appends trigger words from LoraManager metadata. Behind config toggle.
* feat(ui): add LoraManager integration settings and import UI (#52)
Integrations section in settings with auto-detection badge, enable
toggle, trigger word toggle, and Import LoRA Data button.
* fix: detect LoraManager with case-insensitive directory scan (#52)
* fix: simplify LoraManager heuristic to match real install structure (#52)
* fix: find ComfyUI root via folder_paths and handle symlinked installs (#52)
* fix(ui): add pointer-events-none to toggle switch overlays (#52)
The styled div was intercepting clicks meant for the sr-only checkbox
input, preventing toggle switches from being clickable.
* fix: use lora-manager category and tag for imported LoRA data (#52)
* fix: use rglob to find metadata in lora subdirectories (#52)
* feat: discover LoRA dirs from extra_model_paths.yaml and folder_paths (#52)
Only models/loras under the ComfyUI root was checked. Now also parses
extra_model_paths.yaml and uses folder_paths.get_folder_paths('loras')
at runtime to find all configured LoRA directories.
* fix: use example prompts instead of trigger words, serve LoRA preview images (#52)
- Prompt text now uses civitai example prompts (images[].meta.prompt)
when available, falling back to model name instead of trigger words
- Image serving now allows paths within LoRA directories when the
integration is enabled, fixing 403 errors on preview images
* fix: handle null civitai field, link all preview images (#52)
- Guard against civitai: null in metadata (was crashing the scan)
- Link all local preview images per LoRA, not just the first
- Add get_civitai_image_urls() for future remote image support
* feat: reimport clears previous lora-manager data first (#52)
Clicking Import LoRA Data now deletes all existing lora-manager
category prompts before scanning, ensuring a clean reimport.
* feat: download civitai example images during LoRA import (#52)
Images from civitai.images[] are downloaded to data/lora_images/ cache
and linked to prompts alongside local preview files. Cached files are
reused on reimport. Image serving allows the cache directory.
* feat: add CivitAI API key setting for authenticated image downloads (#52)
Most civitai example images (especially NSFW) require authentication.
Adds API key field to the Integrations settings panel, passed as
Bearer token when downloading example images.
* feat(ui): add progress modal for LoRA import (#52)
Closes settings modal and shows a dedicated progress modal with
progress bar, status text, and processed/imported counts during
LoRA import. Auto-closes after completion.
* fix: reduce download timeout to 5s, update progress per LoRA (#52)
5K images at 15s timeout was painfully slow. Reduced to 5s fail-fast.
Progress now updates for every LoRA with image count, not every 5th.
* perf: use 512px thumbnails and parallel downloads for LoRA images (#52)
Full-size civitai images averaged 5.6MB each (27GB total for 5K images).
Now requests /width=512/ thumbnails (~50-100KB) and downloads 8 in
parallel per LoRA. Expected speedup: ~100x smaller + 8x parallel.
* fix: resize downloaded images to 512px thumbnails locally (#52)
Civitai CDN returns 401 for /width=N/ thumbnail URLs with API key auth.
Instead, download the original and resize to 512px via PIL before saving.
Reduces disk usage from ~5MB to ~30-50KB per image.
* docs: update README for v3.2.1 LoRA Manager integration (#52)
- Add LoRA Manager integration section with setup guide and CivitAI key docs
- Add folder filter section with rescan note for existing libraries
- Add v3.2.1 changelog entry, split from v3.2.0
- Add WIP notice for LoRA Manager feature
- Update AutoTag section to include WD14 models
- Fix stale references (KikoTextEncode, outdated file structure)
- Remove dated v2 development note
- Add screenshots for settings, integration, and filtered results
- Fix code review items: remove unused constant, add comments to empty excepts
- Bump version to 3.2.1
* test: add unit tests for LoRA integration and folder filter (#52)
- test_lora_utils.py: 32 tests covering trigger word extraction, example
prompts, image URLs, metadata parsing, cache dir, TriggerWordCache
- test_lora_database.py: 17 tests covering delete_prompts_by_category,
folder filter search, get_prompt_subfolders, LoRA import workflow
- test_config.py: 7 new IntegrationConfig tests for structure, enable,
partial update, reset, and roundtrip
* fix: remove unused MagicMock import in test_lora_utils (#52)
* refactor(api): add multi-root output dir infrastructure (#126)
- Change _gallery_cache from None to {} (dict keyed by path string)
- Update invalidate_gallery_cache() to clear dict instead of setting None
- Add _get_all_output_dirs() helper as single source of truth for
resolving configured + fallback output directories
- Update _enrich_prompt_images() to iterate all output roots when
computing relative paths and thumbnail URLs
* feat(api): support multiple gallery scan paths in settings endpoint (#126)
* feat(ui): dynamic multi-path settings with add/remove buttons (#126)
* cleanup: remove dead galleryRootPath assignment in loadSettings
* feat(api): multi-directory gallery scan with subfolder filter and multi-root serve (#126)
* feat(db): add folder filter to search_prompts and get_prompt_subfolders (#126)
* feat(api): add subfolders endpoint and folder filter to prompt search (#126)
* feat(ui): add folder dropdown filter to search bar (#126)
* fix: escape LIKE wildcards in folder filter and remove dead _gallery_cache_time field
* feat(scan): scan all media types across all output dirs with batched extraction (#126)
* chore: gitignore SQLite WAL-mode temp files
* fix: enrich prompt images with URLs and check all output dirs for serving
- Extract _enrich_images() for flat image lists, used by get_prompt_images
- get_prompt_images now adds url/thumbnail_url (fixes stuck "Loading images...")
- serve_image checks all output dirs not just first (fixes 403 on multi-path)
- Fix diagnostics monitor check to read current module attribute, not stale import
* feat(ui): add version-scoped update notice popup for rescan (#126)
* chore: bump version to 3.2.0
* fix: diagnostics, backup, and restore now respect config.json db path (#132)
* test: add regression tests for config-aware diagnostics and backup (#132)
* fix(test): use fresh event loop to avoid aiohttp test pollution
* fix: don't kill singleton image monitor when node instance is garbage collected
The __del__ method was calling stop_monitoring() on the shared singleton
ImageMonitor, killing it for ALL nodes whenever any single node instance
was garbage collected between workflow runs. This caused the monitor to
restart on every execution and miss image save events due to race conditions.
* test: add regression tests for image monitor singleton lifecycle
Ensures cleanup/del never stops the shared monitor, singleton is
thread-safe, and observer survives across node instance lifecycles.
* style: address PR review — log suppressed exceptions, remove unused imports
Wrap float() casts for general_threshold and character_threshold in
try/except so malformed values return a structured 400 error instead
of an uncaught ValueError causing a 500.
Addresses review feedback on PR #114.
- Add append: to autotag skip-tagged filter alongside prepend:
- Update tag chip styling to dark fill with white text
- Add v3.1.0 changelog entry covering all changes since v3.0.26
Add two WD14 classifier models as alternatives to JoyCaption LLM taggers.
WD14 models are ~400MB ONNX classifiers that output Danbooru tags with
confidence scores — much faster inference, no prompt needed.
Backend:
- Add wd14-swinv2 and wd14-vit entries to MODELS dict
- Add check/download/load/generate methods for ONNX-based WD14 inference
- Add general_threshold and character_threshold params to generate_tags()
- Filter "prepend:*" tags from exclude prefixes and skip-tagged logic
Frontend:
- Add WD14 radio buttons with download status in both admin and gallery
- Toggle prompt textarea vs threshold sliders based on model selection
- Pass thresholds to API for batch and single-image tagging
- Extract _setModelStatus() helper using safe DOM methods
Dependencies: onnxruntime (optional, with clear error message)
- Remove unused `patch` import from test_output_dir.py
- Add debug log message to ImportError handler instead of bare pass
- Invalidate gallery file listing cache alongside output dir cache
when the user changes gallery_root_path in settings
_find_comfyui_output_dir() now checks GalleryConfig.MONITORING_DIRECTORIES
first before falling back to filesystem auto-detection. Also invalidates
the cached directory when the user changes the setting via save_settings().
Closes#108
- Move utils imports to module-level with try/except for relative
(ComfyUI) and absolute (test runner) import contexts in prompts.py.
Fixes 500 errors on rating update, prompt save, and prompt edit.
- Add missing None for rating parameter in image scan's save_prompt
call, which was passing the notes string as rating causing a type
comparison error during image scanning.
- Black (auto-fix formatting on commit)
- Flake8 (block on syntax errors and undefined names)
- Bandit (security scan, non-blocking to match CI)
- Tests (run on pre-push only)
- Apply Black formatting fixes caught by the new hooks
- Fix XSS in showFullPrompt() across admin.js, gallery.js, metadata.html
by replacing HTML string interpolation with DOM manipulation (createElement
+ textContent), eliminating unsafe user content injection
- Fix stack trace exposure in py/api error responses by replacing str(e)
with generic messages and adding logger.exception() for server-side
traceability
- Fix AttributeError: 'str' has no attribute 'as_posix' on thumbnail_rel_path
in get_output_images and find_duplicates (thumbnail_rel_path is already a
string from f-string construction, not a Path object)
- Fix NameError: total_images undefined in generate_thumbnails (was defined as
total_media, causing progress logging and response to fail)
- Add URL encoding for paths in scan_output_dir for filenames with spaces
- Exclude thumbnails directory from image monitor to prevent linking thumbnail
files to prompts via fallback mechanism
- Bump version to 3.0.31
Add ability to configure a custom image scan directory in Settings:
- New "Image Scan Directory" field in Settings modal
- "Currently Monitoring" display shows active directory path
- Settings API now returns/saves gallery_root_path and monitored_directories
- Image monitor checks GalleryConfig before auto-detecting
- Restart notification when gallery path changes
Closes#76
Resolve conflicts in py/api.py by keeping feature/button's thumbnail
path generation approach (using rel_path.with_suffix('') and string
formatting) which was tested and working correctly.
- Add Google-style docstrings to main node files (prompt_manager.py, prompt_manager_text.py)
- Enhance database module docstrings with detailed parameter and return documentation
- Add comprehensive docstrings to all utils modules with usage examples
- Document API endpoints and configuration classes thoroughly
- Update module-level docstrings in all __init__.py files
- Ensure consistent naming (ComfyUI_PromptManager) across all documentation
- Follow Python best practices for docstring formatting
Frontend improvements:
- Fixed "Check thumbnails at startup" modal to use EventSource properly
- Shows current file being processed with directory path
- Displays file type (image/video) and action (generating/skipping)
- Real-time progress updates with ETA calculation
- Detailed status messages in scrollable log area
- Increased modal width from max-w-md to max-w-2xl for long filenames
- Path truncation for files over 60 characters
- Console logging for debugging when debug mode enabled
- Better EventSource error handling with connection state logging
Backend improvements:
- Verbose scanning progress with directory counts
- File type breakdown in start message (X images, Y videos)
- More frequent progress updates (every 5 files instead of 10)
- Include current file path, type, and action in progress events
- Send error notifications during processing (first 5 errors)
- Enhanced completion message with error count and processing rate
- Detailed logging throughout the process
The thumbnail generation now provides real-time, detailed feedback in both
the settings panel and the startup prompt modal, making it clear which files
are being processed and the overall progress.
Fixes issue where PromptManager Gallery showed identical prompts for all
images when using workflows like Flux models that generate multiple images
with the same base workflow.
**Problem:**
- Gallery relied solely on PNG metadata extraction for prompt display
- Images generated from same workflow (e.g., Flux models) contained
identical workflow metadata but should show different prompts
- Navigation between images didn't update prompt information correctly
**Solution:**
1. **Enhanced metadata extraction:**
- Improved parseWorkflowData() to handle more ComfyUI node types
- Added support for PromptManagerText, UNETLoader, DualCLIPLoader
- Better negative prompt detection patterns
- Enhanced sampling parameter extraction
2. **New API endpoint:**
- Added GET /prompt_manager/images/prompt/{image_path}
- Queries database for actual prompt used during generation
- Provides accurate prompt data linked to specific images
3. **Hybrid metadata loading:**
- Primary: Query database for linked prompt data
- Fallback: Extract from PNG metadata if no database record
- Combines database prompts with PNG technical parameters
**Changes:**
- py/api.py: Added get_image_prompt() endpoint and route
- web/gallery.html: Enhanced loadImageMetadata() and parseWorkflowData()
**Result:**
- Gallery now displays correct, unique prompts for each image
- Prompt information updates properly when navigating between images
- Generation data refreshes correctly with prev/next navigation
- Maintains backward compatibility for images without database records
Resolves user-reported issue with Flux.1_Krea_Dev_workflow.json where
all images showed identical prompts in gallery view.
Fix issue where every image appears twice in gallery on Windows systems
due to case-insensitive filesystem and path handling differences.
- Deduplicate files when searching with both lowercase/uppercase extensions
- Use pathlib.as_posix() to ensure forward slashes in URLs on all platforms
- Add normalized path tracking to prevent duplicate file collection
The root cause was:
1. Files were found twice (once for *.png and once for *.PNG) on Windows
2. URLs with backslashes caused path inconsistencies
Fixes gallery showing 1922 images when only 961 files exist on disk.
Fix AttributeError when processing PNG files with newer ComfyUI workflow format
where node inputs are stored as lists instead of dictionaries.
- Add _get_node_inputs() helper to normalize both dict and list input formats
- Add _find_text_in_node() to extract text from nodes using multiple strategies
- Update _extract_positive_prompt_from_comfyui_data() to use safe accessors
- Maintain full backward compatibility with existing workflow formats
Fixes error: "'list' object has no attribute 'get'" when scanning images
from workflows using the newer ComfyUI format.
Vito