- Fix infinite reinitialization loop by only validating stale widget.inputEl when it's actually in DOM
- Improve findWidgetInputElement to specifically search for textarea for text widgets, avoiding mismatches with checkbox inputs on nodes like WanVideo Lora Select that have toggle switches
- Add data-node-id based element search as primary strategy for better reliability across rendering modes
- Fix autocomplete initialization to properly handle element DOM state transitions
Fixes autocomplete failing after Canvas ↔ Vue DOM mode switches and WanVideo node always failing to trigger autocomplete.
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
- Update DebugMetadata node to return metadata via ComfyUI's UI system instead of websocket
- Add new JsonDisplayWidget Vue component for displaying metadata in the UI
- Remove dependency on PromptServer and websocket communication
- Improve error handling with proper UI feedback
- Maintain backward compatibility with existing metadata collection system
- Replace custom button creation and attachment logic with built-in actionBarButtons API
- Remove manual DOM manipulation for button positioning and retry logic
- Add custom styling and icon replacement for better visual integration
- Maintain existing functionality for opening LoRA Manager in same/new window
- Simplify extension setup by leveraging ComfyUI's extension system
- Fix lora entry click-to-select broken after pointer events refactoring
- Only stopPropagation() after pointer moves beyond 3 pixel threshold
- This allows click events to fire on lora entries for selection
- Applied to all drag handlers: initDrag, initHeaderDrag, initReorderDrag
- Fix strength value display to always show 2 decimal places
- Use toFixed(2) when updating strength input during drag
- Ensures consistent display (e.g., "1.00" instead of "1", "1.40" instead of "1.4")
- Use pointer events (pointerdown/pointermove/pointerup/pointercancel) with proper capture
- Fix drag not updating strength values by avoiding re-renders during drag
- Fix cursor stuck in resize state by ensuring proper cleanup
- Fix cursor showing wrong icon on hover (should be pointer)
- Ensure strength values display fixed width with 2 decimal places
- Remove unnecessary data-capture-wheel attribute (no wheel adjustment in loras widget)
- Add font-variant-numeric: tabular-nums for consistent number display
This ensures loras widget works consistently in both Canvas and Vue DOM render modes.
- Add folder_include parameter support in backend API handlers
- Add folder_include to FilterCriteria and implement multi-folder filtering logic
- Update frontend to send all include folders instead of only the first
- Add tests for single/multiple include folders, include with exclude, and non-recursive filtering
In Vue DOM render mode, widget.inputEl is not in the DOM, causing autocomplete to fail. This commit:
- Adds findWidgetInputElement() helper to search DOM for actual input elements
- Checks if widget.inputEl is in document before using it
- Falls back to DOM search for Vue-rendered widgets using .lg-node-widget containers
- Implements async initialization with retry logic (20 attempts, 50ms interval)
- Adds debug logging for troubleshooting
- Prevents duplicate initialization with isInitializing flag
Fixes autocomplete functionality for Lora Loader nodes when ComfyUI uses Vue DOM rendering instead of canvas rendering.
Add a clear button (X icon) to the search bars in BaseModelModal and TagsModal. The button appears when there is search text, and clicking it clears the search input and refocuses the search field.
Add support for respecting recommended strength values from LoRA usage_tips
when randomizing LoRA selection.
Features:
- New toggle setting to enable/disable recommended strength respect (default off)
- Scale range slider (0-2, default 0.5-1.0) to adjust recommended values
- Uses recommended strength × random(scale) when feature enabled
- Fallbacks to original Model/Clip Strength range when no recommendation exists
- Clip strength recommendations only apply when using Custom Range mode
Backend changes:
- Parse usage_tips JSON string to extract strength/clipStrength
- Apply scale factor to recommended values during randomization
- Pass new parameters through API route and node
Frontend changes:
- Update RandomizerConfig type with new properties
- Add new UI section with toggle and dual-range slider
- Wire up state management and event handlers
- No layout shift (removed description text)
Tests:
- Add tests for enabled/disabled recommended strength in API routes
- Add test verifying config passed to service
- All existing tests pass
Build: Include compiled Vue widgets
Fix issue where mouse cursor flickers between 'grabbing' and 'default'
while dragging slider handles. The cursor now remains 'grabbing'
throughout the entire drag operation regardless of mouse position.
Changes:
- Add dynamic 'is-dragging' class to SingleSlider and DualRangeSlider
- Apply cursor: grabbing to root component when dragging state is active
- Add blank line after module docstring for better PEP 8 compliance
- Reformat long lines to adhere to 88-character limit using Black-style formatting
- Improve string consistency by using double quotes consistently
- Enhance readability of complex list comprehensions and method calls
- Maintain all existing functionality while improving code structure
- Improve tag chip hover states in TagsModal with contextual colors for include/exclude modes
- Adjust toggle switch thumb vertical alignment in LicenseSection and LoraRandomizerSettingsView
- Remove debug console.log from loras widget value update
Add isMounted ref to LoraRandomizerWidget to avoid premature updates from the loras widget watch. The watch now only responds after the component is fully mounted, and the onMounted hook captures the initial loras widget value before enabling the watcher. This prevents the watch from overwriting valid initial data with empty values during component initialization.
- Add `scaleMode` and `segments` props to DualRangeSlider component
- Implement segmented scale visualization with configurable segment widths
- Define strength segments for model and clip strength sliders with expanded middle range
- Enable finer control in common value ranges via wheel step multipliers
- Add `_preprocess_loras_input` method to handle different widget input formats
- Move core randomization logic to `LoraService` for better separation of concerns
- Update `_select_loras` method to use new service-based approach
- Add comprehensive test fixtures for license filtering scenarios
- Include debug print statement for pool config inspection during development
This refactor improves code organization by centralizing business logic in the service layer while maintaining backward compatibility with existing widget inputs.
Add `forwardMiddleMouseToCanvas` utility to forward middle mouse button events from DOM widgets to the ComfyUI canvas, enabling workflow panning when the cursor is over a widget. The function is implemented in `vue-widgets/src/main.ts` and documented in the developer guide. Additionally, fix `getPoolConfigFromConnectedNode` to return null for inactive pool nodes.
- Document dual UI systems: standalone web UI and ComfyUI custom node widgets
- Add ComfyUI widget development guidelines including styling and constraints
- Update terminology in LoraRandomizerNode from 'frontend/backend' to 'fixed/always' for clarity
- Include UI constraints for ComfyUI widgets: minimize vertical space, avoid dynamic height changes, keep UI simple
- Implement LoRA locking to prevent specific LoRAs from being changed during randomization
- Add visual styling for locked state with amber accents and distinct backgrounds
- Introduce `roll_mode` configuration with 'backend' (execute current selection while generating new) and 'frontend' (execute newly generated selection) behaviors
- Move LoraPoolNode to 'Lora Manager/randomizer' category and remove standalone class mappings
- Standardize RETURN_NAMES in LoraRandomizerNode for consistency
- Import and register two new nodes: LoraDemoNode and LoraRandomizerNode
- Update import exception handling for better readability with multi-line formatting
- Add comprehensive documentation file `docs/custom-node-ui-output.md` for UI output usage in custom nodes
- Ensure proper node registration in NODE_CLASS_MAPPINGS for ComfyUI integration
- Maintain backward compatibility with existing node structure and import fallbacks
- Add include/exclude folder modals for advanced filtering
- Implement folder tree search with auto-expand functionality
- Add hover tooltip to preview header showing matching LoRA thumbnails
- Format match count with locale string for better readability
- Prevent event propagation on refresh button click
- Improve folder tree component with expand/collapse controls
- Add performance note explaining that providing `getMinHeight` and `getHeight` via `options` avoids expensive DOM measurements
- Expand dynamic resizing section with detailed update sequence and common scenarios table
- Update LoraPoolSummaryView.vue with `min-height: 0` to allow flex shrinking
- Update main.ts to provide `getMinHeight` via options and adjust `computeLayoutSize` for performance
- Add `onSetValue` callback to handle external updates like workflow loading
- Implement `updateConfig` method for direct widget value updates
- Add value change detection in `restoreFromConfig` to prevent unnecessary updates
- Remove debug console log on component mount
- Extend widget value type to support legacy config format
- Change primary accent color from green to blue across multiple components
- Update background colors for better visual consistency
- Improve empty state styling in TagsSection with better padding and background
- Add box-sizing to BaseModelSection for consistent layout
- Update CSS comments to reflect new color scheme
- Update documentation to reflect new widget filename `lora-manager-widgets.js`
- Remove `LoraManagerDemoNode` import and registration from `__init__.py`
- Translate development guide from Chinese to English for broader accessibility
- Clean up obsolete demo references to align with actual widget implementation
- Simplify and consolidate the logic for processing trigger words and groups
- Remove redundant code paths and improve maintainability
- Ensure consistent behavior between list and string trigger data inputs
- Preserve existing functionality for strength adjustment and group mode
Only trigger autocomplete for embeddings when the current token starts with "emb:" prefix. This prevents interrupting normal prompt typing while maintaining quick manual access to embeddings suggestions.
- Add token parsing to support include/exclude search terms using "-" prefix
- Implement token-based matching logic for relative path searches
- Improve search result sorting by prioritizing prefix matches and match position
- Add frontend test for multi-token highlighting with exclusion support
Add `allow_strength_adjustment` parameter to enable mouse wheel adjustment of trigger word strengths. When enabled, strength values are preserved and can be modified interactively. Also improves trigger word parsing by handling whitespace more consistently and adding debug logging for trigger data inspection.
Remove visual styling for tags with modified strength values. The gold border and gradient background were previously applied to tags with strength values other than 1.0, but this visual distinction is no longer needed. This simplifies the tag styling logic and maintains consistent appearance across all tags regardless of their strength values.
Change from loadedGraphNode to nodeCreated lifecycle method to ensure proper widget initialization timing. Wrap widget creation and highlight logic in requestAnimationFrame to prevent race conditions with node setup. This ensures the trigger word toggle widget functions correctly when nodes are created.
- Add optional license_flags parameter to model preview API endpoint
- Include license flags in response when requested via query parameter
- Add CSS styles for license overlay and icons in tooltip
- Implement license flag parsing and icon mapping logic
- Display license restrictions as icons in preview tooltip overlay
This allows users to see model license restrictions directly in the preview tooltip without needing to navigate to detailed model information pages.
- Change lifecycle hook from nodeCreated to loadedGraphNode in Lora Loader, Lora Stacker, and TriggerWord Toggle nodes
- Remove requestAnimationFrame wrappers as loadedGraphNode ensures proper initialization timing
- Maintain same functionality for restoring saved values and widget initialization
- Improves reliability by using the appropriate node lifecycle event
- Extract and preserve strength values from trigger words in format "(word:strength)"
- Maintain strength formatting when filtering active trigger words in both group and individual modes
- Update active state tracking to handle strength-modified words correctly
- Ensure backward compatibility with existing trigger word formats
- Import applySelectionHighlight in lora_loader and lora_stacker
- Pass onSelectionChange callback to loras_widget to handle selection changes
- Implement selection tracking and payload building in loras_widget
- Emit selection changes when LoRA selection is modified
- Update tags_widget to support highlighted tag styling
This provides visual feedback when LoRAs are selected by highlighting associated trigger words in the interface.
Add property descriptor to listen for mode changes in Lora Loader and Lora Stacker nodes. When node mode changes, automatically update connected trigger word toggle nodes and downstream loader nodes to maintain synchronization between node modes and trigger word states.
- Lora Loader: Updates connected trigger words when mode changes
- Lora Stacker: Updates connected trigger words and downstream loaders when mode changes
- Both nodes log mode changes for debugging purposes
Add node mode checks to ensure trigger words are only updated when the stacker node is active (mode 0 for Always or mode 3 for On Trigger). This prevents unnecessary updates when the node is inactive (mode 2 for Never or mode 4 for Bypass), improving performance and ensuring trigger words reflect the actual active state of the node.
The changes include:
- Adding mode checks before updating active LoRA names in the stacker callback
- Modifying collectActiveLorasFromChain to only include active nodes
- Adding comments to clarify node mode behavior
- Add onDragStart and onDragEnd callbacks to initDrag function
- Implement preview suppression during and briefly after strength dragging
- Clear preview timer on drag start/end to prevent tooltip conflicts
- Update tests to verify drag callbacks are properly triggered
This prevents tooltip previews from interfering with drag interactions and provides better control over drag lifecycle events.
Add test coverage for trigger word refresh functionality when LoRA syntax is edited in the input widget. The test verifies that after modifying LoRA syntax in the input field, the connected trigger words are properly updated to reflect the active LoRAs.
Additionally, implement the actual trigger word update logic in lora_loader.js by calling updateConnectedTriggerWords after merging LoRAs, ensuring the UI stays synchronized with the current LoRA state.
- Implement core LoRA syntax manipulation functions including:
- applyLoraValuesToText for updating LoRA strengths and clip values
- normalizeStrengthValue for consistent numeric formatting
- shouldIncludeClipStrength for clip strength inclusion logic
- cleanupLoraSyntax for text normalization
- debounce utility for input handling
- Add comprehensive test suite covering all utility functions
- Include edge cases for clip strength handling, numeric formatting, and syntax cleanup
- Support both basic and expanded LoRA syntax formats with proper value preservation
- Enable debounced input synchronization for better performance
The utilities provide robust handling of LoRA syntax patterns while maintaining compatibility with existing ComfyUI workflows.
