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49 Commits

Author SHA1 Message Date
Will Miao
c9e5ea42cb Fix null-safety issues and apply code formatting 
Bug fixes:
- Add null guards for base_models_roots/embeddings_roots in backup cleanup
- Fix null-safety initialization of extra_unet_roots

Formatting:
- Apply consistent code style across Python files
- Fix line wrapping, quote consistency, and trailing commas
- Add type ignore comments for dynamic/platform-specific code
 2026-02-28 21:38:41 +08:00
Will Miao
db1aec94e5 refactor(logging): replace print statements with logger in metadata_collector 2026-02-01 15:41:41 +08:00
Will Miao
41101ad5c6 refactor(nodes): standardize node class names with LM suffix 
Rename all node classes to use consistent 'LM' suffix pattern:
- LoraCyclerNode → LoraCyclerLM
- LoraManagerLoader → LoraLoaderLM
- LoraManagerTextLoader → LoraTextLoaderLM
- LoraStacker → LoraStackerLM
- LoraRandomizerNode → LoraRandomizerLM
- LoraPoolNode → LoraPoolLM
- WanVideoLoraSelectFromText → WanVideoLoraTextSelectLM
- DebugMetadata → DebugMetadataLM
- TriggerWordToggle → TriggerWordToggleLM
- PromptLoraManager → PromptLM

Updated:
- Core node class definitions (9 files)
- NODE_CLASS_MAPPINGS in __init__.py
- Node type mappings in node_extractors.py
- All related test imports and references
- Logger prefixes for consistency

Frontend extension names remain unchanged (LoraManager.LoraStacker, etc.)
 2026-01-25 10:38:10 +08:00
Will Miao
154ae82519 feat(metadata_processor): enhance primary sampler selection logic 
- Add pre-processing step to populate missing parameters for candidate samplers, especially for SamplerCustomAdvanced requiring tracing
- Change sampler selection from most recent (closest to downstream) to first in execution order to prioritize base samplers over refine samplers
- Improve parameter handling by updating sampler parameters with traced values before ranking
- Maintain backward compatibility with fallback to first sampler if no criteria match
 2025-12-19 01:30:08 +08:00
Will Miao
c8a179488a feat(metadata): enhance primary sampler detection and workflow tracing 
- Add support for `basic_pipe` nodes in metadata processor to handle pipeline nodes like FromBasicPipe
- Optimize `find_primary_checkpoint` by accepting optional `primary_sampler_id` to avoid redundant calculations
- Update `get_workflow_trace` to pass known primary sampler ID for improved efficiency
 2025-12-18 22:30:41 +08:00
Will Miao
a07720a3bf feat: Add model path tracing to accurately identify the primary checkpoint in workflows and include new tests. 2025-12-17 12:52:52 +08:00
Will Miao
b67c8598d6 feat(metadata): clear stale cache entries when metadata is empty 
Update metadata registry to remove cache entries when node metadata becomes empty instead of keeping stale data. This prevents accumulation of unused cache entries and ensures cache only contains valid metadata. Added test case to verify cache behavior when LoRA configurations are removed.
 2025-11-27 20:04:38 +08:00
Will Miao
3c0bfcb226 feat: add KSampler_inspire node extractor for comfyui-inspire-pack, fixes #693 2025-11-22 14:28:44 +08:00
Will Miao
8158441a92 feat: add CheckpointLoaderKJ extractor and improve model filename handling, fixes #666 
- Add CheckpointLoaderKJ to NODE_EXTRACTORS mapping for KJNodes support
- Enhance model filename generation in SaveImage to handle different data types
- Add proper type checking and fallback for model metadata values
- Improve robustness when processing checkpoint paths for filename generation
 2025-11-17 08:52:51 +08:00
Will Miao
7850131969 feat: add metadata extractor for KJNodes model loaders, see #666 
Add KJNodesModelLoaderExtractor to handle metadata extraction from KJNodes loaders that expose model_name. This supports GGUFLoaderKJ and DiffusionModelLoaderKJ nodes, ensuring consistent checkpoint metadata collection across different node types.
 2025-11-14 15:46:11 +08:00
Will Miao
7e40f6fcb9 feat: add GGUF loader metadata extractor support, fixes #627 
Add GGUFLoaderExtractor class to handle metadata extraction for GGUF model loaders. Register extractor for both LoaderGGUF and LoaderGGUFAdvanced node types to capture checkpoint metadata from gguf_name input parameter. This enables proper metadata tracking for GGUF model files used in the system.
 2025-11-02 10:20:44 +08:00
Will Miao
077cf7b574 feat(metadata): Add extractors for NunchakuFluxDiTLoader and NunchakuQwenImageDiTLoader nodes, fixes #621 2025-10-29 23:19:11 +08:00
Will Miao
1e4d1b8f15 feat(nodes): add Promp (LoraManager) node and autocomplete support 2025-10-13 23:23:32 +08:00
Will Miao
375b5a49f3 fix(config): update standalone mode environment variable usage 2025-10-02 09:40:24 +08:00
Will Miao
fec85bcc08 refactor: unify standalone mode check using environment variable 2025-09-21 22:45:11 +08:00
Will Miao
51ad1c9a33 refactor(MetadataProcessor): comment out guidance parameter in generation params, fixes #425 2025-09-11 16:55:41 +08:00
Will Miao
a1a55a1002 feat(node_extractors): add PCTextEncode extractor to NODE_EXTRACTORS registry, fixes #424 2025-09-11 06:45:22 +08:00
Will Miao
e9ada70088 feat: Add ClownsharKSampler_Beta to NODE_EXTRACTORS for enhanced sampler support 2025-08-23 08:08:51 +08:00
Will Miao
af499565d3 Revert "feat: Add CheckpointLoaderSimpleExtended to NODE_EXTRACTORS for enhanced checkpoint loading" 
This reverts commit fe2d7e3a9e.
 2025-08-17 22:43:15 +08:00
Will Miao
fe2d7e3a9e feat: Add CheckpointLoaderSimpleExtended to NODE_EXTRACTORS for enhanced checkpoint loading 2025-08-17 21:16:27 +08:00
Will Miao
9f69822221 feat: Refactor SamplerCustom handling and enhance node extractor mappings for improved metadata processing 2025-08-17 20:42:52 +08:00
Will Miao
c0eff2bb5e feat: enhance async metadata collection by updating function signature and preserving all parameters. Fixes #328 #327 2025-08-01 21:47:52 +08:00
Will Miao
d766dac341 feat: Enhance metadata collection by adding support for async execution hooks and improving error handling. See #291 #298 2025-07-17 14:45:56 +08:00
Will Miao
db7f57a5a4 feat: Refactor sampler extractors to reduce redundancy and improve maintainability. Add support for KSampler [pipe] from comfyui-impact-pack and comfyui-inspire-pack 2025-07-16 08:08:11 +08:00
Will Miao
849b97afba feat: Add CR_ApplyControlNetStack extractor and enhance prompt conditioning handling in metadata processing. Fixes #277 2025-07-10 09:26:53 +08:00
Will Miao
1bd2635864 feat: Add smZ_CLIPTextEncode extractor to NODE_EXTRACTORS. See #277 2025-07-09 22:56:56 +08:00
Will Miao
e726c4f442 feat: enhance metadata extraction for TSC samplers with vae_decode handling 2025-06-23 10:55:27 +08:00
Will Miao
402318e586 feat: enhance metadata processing and extraction for Efficient nodes with improved prompt handling and conditioning outputs. 2025-06-22 13:21:31 +08:00
Will Miao
fa0902dc74 feat: add AdvancedCLIPTextEncode to NODE_EXTRACTORS for enhanced metadata extraction. See #234 2025-06-21 06:22:33 +08:00
Will Miao
aa34c4c84c refactor: streamline prompt matching logic in MetadataProcessor 2025-06-20 17:00:23 +08:00
Will Miao
4889955ecf feat: Add conditioning matching to prompts and update metadata handling in node extractors. See #235 2025-06-20 00:04:02 +08:00
Will Miao
7f1bbdd615 Remove debug print statement for primary sampler ID in MetadataProcessor 2025-05-22 16:01:55 +08:00
Will Miao
d0c728a339 Enhance node tracing logic and improve prompt handling in metadata processing. See #189 2025-05-17 15:40:05 +08:00
Will Miao
7b5b4ce082 refactor: enhance CFGGuider handling and add CFGGuiderExtractor for improved metadata extraction. Fixes https://github.com/willmiao/ComfyUI-Lora-Manager/issues/172 2025-05-09 13:50:22 +08:00
Will Miao
4789711910 feat: enhance metadata processing by refining primary sampler selection and adding CLIPTextEncodeFlux extractor. Fixes https://github.com/willmiao/ComfyUI-Lora-Manager/issues/146 2025-04-29 06:31:21 +08:00
Will Miao
7ce5857cd5 feat: implement standalone mode support with mock modules and path handling 2025-04-26 19:14:38 +08:00
Will Miao
b0a9d44b0c Add support for SamplerCustomAdvanced node in metadata extraction 2025-04-26 09:40:44 +08:00
Will Miao
b12079e0f6 feat: Implement usage statistics tracking with backend integration and route setup 2025-04-22 08:56:34 +08:00
Will Miao
0734252e98 feat: Enhance VAEDecodeExtractor to improve image caching and metadata handling 2025-04-18 10:03:26 +08:00
Will Miao
91b4827c1d feat: Enhance image retrieval in MetadataRegistry and update recipe routes to process images from metadata 2025-04-18 09:24:48 +08:00
Will Miao
df6d56ce66 feat: Add IMAGES category to constants and enhance metadata handling in node extractors 2025-04-18 07:12:43 +08:00
Will Miao
bccabe40c0 feat: Enhance KSamplerAdvancedExtractor to include additional sampling parameters and update metadata processing 2025-04-18 05:29:36 +08:00
Will Miao
c2f599b4ff feat: Update node extractors to include UNETLoaderExtractor and enhance metadata handling for guidance parameters 2025-04-17 22:05:40 +08:00
Will Miao
32d34d1748 feat: Enhance trace_node_input method with depth tracking and target class filtering; add FluxGuidanceExtractor for guidance parameter extraction 2025-04-17 08:06:21 +08:00
Will Miao
18eb605605 feat: Refactor metadata processing to use constants for category keys and improve structure 2025-04-17 06:23:31 +08:00
Will Miao
4fdc88e9e1 feat: Enhance LoraLoaderExtractor to extract base filename from lora_name input 2025-04-16 22:19:38 +08:00
Will Miao
d4b2dd0ec1 refactor: Rename to_comfyui_format method to to_dict and update references in save_image.py 2025-04-16 21:42:54 +08:00
Will Miao
181f78421b feat: Standardize LoRA extraction format and enhance input handling in node extractors 2025-04-16 21:20:56 +08:00
Will Miao
8ed38527d0 feat: Implement metadata collection and processing framework with debug node for verification 2025-04-16 20:04:26 +08:00