nodes/ltdrdata-ComfyUI-Impact-Pack
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Author SHA1 Message Date
Dr.Lt.DataandClaude fd1b40bee5 feat: Progressive on-demand wildcard loading system 
Implement memory-efficient progressive loading for large wildcard collections (10GB+).

Closes #1137

## Key Changes

- **LazyWildcardLoader**: On-demand loading proxy with thread-safe caching
- **Auto mode detection**: Full cache (<50MB) or on-demand (≥50MB), configurable via `wildcard_cache_limit_mb`
- **Performance**: Startup 20-60min → <1min, Memory 5-10GB → <100MB, Size calc <1sec
- **API**: `/impact/wildcards/list/loaded` - Progressive tracking endpoint
- **UI**: Real-time status (🔵 On-Demand / 🟢 Full Cache) with loaded count
- **Compatibility**: Backward compatible, all existing features work unchanged

## Implementation

- YAML pre-loaded (keys in content), TXT on-demand (path = key)
- Early termination size calculation, transitive wildcard support maintained
- 15 test files with comprehensive documentation

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
 2025-11-18 01:57:24 +09:00
Dr.Lt.Data 2804f7944f bump version 2025-10-10 01:44:20 +09:00
Dr.Lt.Data a3eb8d775f fixed: v3 node compatibility patch - ImageUpscaleWithModel 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1116

fixed: v3 node compatilbity patch - LTXVScheduler
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1110

fixed: v3 node compatibility patch - GITSScheduler
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1106

fixed: v3 node compatibility patch - OptimalStepsScheduler
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1109
 2025-10-10 01:43:28 +09:00
Dr.Lt.Data b7cb2d0cb8 bump version 2025-10-09 11:30:24 +09:00
hcygnawandDr.Lt.Data 6173c0cb16 Optimize MaskListToMaskBatch (#1084) 
* Optimize MaskListToMaskBatch

The complexity of the original implementation is O(n^2). Optimize it to O(n).

* Update util_nodes.py

robust mask upscale

---------

Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>
 2025-10-09 11:27:52 +09:00
Alexopus 190ca9a6fe NthItemOfAnyList: allow negative index (#1085) 2025-10-09 11:00:26 +09:00
Danamir dc304e2dff Use a generic input value finder for wildcard populate seed input (#1092) 2025-10-08 12:05:07 +09:00
Dr.Lt.Data 2a23b07b2a bump version 2025-10-08 12:00:36 +09:00
kaski23KaskiDr.Lt.Data
 		ec31d21760 Optimized SEGSPaste memory usage (#1105) 
* Optimized SEGSPaste to reduce memory usage

* Optimized SEGSPaste to reduce memory usage

* Changed behavior of SAM2VideoDetectorSEGS when BBOX doesn't return any segs

* changed behavior of SegsVideoDetector again. It will now try to detect bboxes on the reversed video if no bboxes are found. It will only give up once even the reversed run doesn't yield any bboxes

* changed Videodetector behavior to predict reverse when not finding any bboxes

* Update segs_nodes.py

---------

Co-authored-by: Kaski <23-23enterprise@gmx.de>
Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>
 2025-10-08 11:53:16 +09:00
JonasandJonas Krauss 50736b276b change Differential Diffusion method from apply to execute (#1118) 
Co-authored-by: Jonas Krauss <jonas.krauss@stockpulse.de>
 2025-10-08 11:34:53 +09:00
Dr.Lt.Data 4186fbd4f4 bump version 2025-10-01 00:59:28 +09:00
Dr.Lt.Data 7a81d5adbf modified: Improved the behavior so that the core scheduler is retrieved dynamically instead of statically. 
- Some nodepacks also insert custom schedulers into the scheduler.
 2025-10-01 00:58:45 +09:00
Dr.Lt.Data cb0655f9a1 fixed: Control Bridge - robust patch 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1076#issuecomment-3218327527
 2025-09-25 18:32:53 +09:00
Dr.Lt.Data f86c5afc68 fixed: switch nodes – compatibility fix from subgraph feature 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1071
 2025-08-20 05:08:23 +09:00
Dr.Lt.Data a1d8446670 fixed: switch nodes – compatibility fix from subgraph feature 
refactor: ruff check

https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1071
 2025-08-19 07:01:53 +09:00
chutchatut e22f68fb97 update node to use function under utils namespace (#1070) 2025-07-31 18:10:04 +09:00
Dr.Lt.Data 00c3731616 fixed: PreviewDetailerHookProvider - event loop error 2025-07-30 12:29:15 +09:00
chutchatutandDr.Lt.Data 91c881c794 feat:added new node detailer with auto retry (#1039) 
* added new node detailer with auto retry

* added modular should retry hook

---------

Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>
 2025-07-30 12:27:22 +09:00
Dr.Lt.Data 48a814315f modified: detailer - allow 5D latent model (WAN) 
- assuming it's a single-frame latent, not a video latent

https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1066
 2025-07-27 15:53:40 +09:00
Dr.Lt.Data 3d90c579e8 bump version 2025-07-25 12:35:06 +09:00
Dustin f03dd5e79e Fix: PreviewBridge mask editor KeyError with clipspace files + restore fresh image behavior (#1009) 
* fix: Handle clipspace files in PreviewBridge mask editor and restore fresh image behavior

- Fix KeyError when using mask editor multiple times
- Add register_clipspace_image() method to detect and register clipspace files
- Resolve timing issue between frontend JS conversion and backend processing
- Restore original "fresh start" behavior for new image generations
- Clear mask cache when images/latents change to ensure clean slate for new content
- Maintain backwards compatibility with existing preview bridge functionality
- Add dual registration for clipspace paths and preview IDs

Fixes issue where second+ mask saves would fail with:
KeyError: 'clipspace/clipspace-mask-XXXXX.png [input]'

Also fixed regression where new images would retain previous masks instead of starting fresh.

* Fix restore_mask 'always' and 'if_same_size' modes in PreviewBridge

- Fixed 'always' mode to properly preserve masks when changing input images/latents
- Fixed 'if_same_size' mode to preserve masks when switching between same-sized images
- Modified cache clearing logic to preserve cache for both 'always' and 'if_same_size' modes
- Updated restoration logic to handle size comparison correctly for 'if_same_size'

This addresses the issue where masks were being cleared even when restore_mask was set to 'always' or when switching between same-sized images with 'if_same_size'.

Fixes the issue discussed in PR #1009
 2025-07-25 12:34:23 +09:00
Dr.Lt.Data e1e95c14d3 improved: Muted inputs are now allowed for Make...List and Make...Batch. 
fixed: A bug where the number of input slots did not decrease below 3 when disconnected in `Make...List` and `Make...Batch`.

https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1052
 2025-07-19 20:04:46 +09:00
Dr.Lt.Data 17e0a05769 fixed: The {n$$...}` wildcard pattern was not working properly. 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1055
 2025-07-19 19:09:49 +09:00
meneraing b3a815b43d Update impact_pack.py (#1047) 
Change the scale factor step to 0.05 for better parity with "Upscale Latent By" node from ComfyUI
 2025-07-16 17:51:11 +09:00
Miguel C 8ab2e168f7 fix: update mask combination to use utils module (#1048) 2025-07-16 16:43:57 +09:00
Dr.Lt.Data b980035588 feat: extra schedulers - support OSS Chroma 2025-07-15 12:28:01 +09:00
Dr.Lt.Data df330c1b06 fixed: an invalid namespace issue introduced by refactoring. 
fixed: ruff check

https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1042
 2025-07-09 23:51:49 +09:00
Dr.Lt.Data 6d438d8b5d removed: mmdet and legacy nodes 
removed: disable.py, uninstall.py
fixed: ruff check
refactored
 2025-07-08 00:15:16 +09:00
Dr.Lt.Data 7d565d1f7a fixed: Even if the installation of the SAM2 dependency fails, the Impact Pack remains usable in a robust manner. Instead, a SAM2 installation guide is displayed. 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1035#issuecomment-3044202981
 2025-07-07 22:01:45 +09:00
Dr.Lt.Data 27c5368bcc Support SAM2 models. 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/684
 2025-07-07 00:34:10 +09:00
Dr.Lt.Data 705698faf2 bump version 2025-06-19 12:40:42 +09:00
robo 4c292e684e change wildcard {} regex to allow escaping (#968) 2025-06-19 12:39:06 +09:00
Dr.Lt.Data 65f1363a10 feat: LamaRemoverDetailerHookProvider is added 2025-06-17 23:40:50 +09:00
Dr.Lt.Data f57d309932 fixed: avoid potential conflict 
- If everything is working as expected, this conflict shouldn't occur. However, some node pack might be adding the `impact` module to `sys.path`.

https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1022
 2025-06-17 00:46:43 +09:00
NicolasKlenert 6ccf9bab68 fixed: SegmDetectorCombined - incorrect empty mask dimension (#1021) 2025-06-16 12:34:56 +09:00
Dr.Lt.Data ac3668d946 feat: CustomSamplerDetailerHookProvider is added 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/957
 2025-06-11 21:52:25 +09:00
Emmanuel Ferdman 78d3793a77 Resolve regex library warnings (#1011) 
Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
 2025-06-10 12:35:46 +09:00
Dr.Lt.Data 2346b67766 fixed: Switch (Any) - copy&paste error 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1012
 2025-06-01 04:52:24 +09:00
Dr.Lt.Data 025db4b581 fixed: MaskRectArea - type error 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/1001
 2025-06-01 04:43:46 +09:00
Dr.Lt.Data f8e16df2be bump version 2025-05-19 08:33:30 +09:00
Dr.Lt.Data 3e3cf3a5b4 support nunchaku lora loading in the wildcard feature 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/993
 2025-05-18 18:14:42 +09:00
Dr.Lt.Data 93fc248503 fixed: cannot connect wildcard input/output to the Switch / InversedSwitch nodes 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/992
 2025-05-16 04:42:26 +09:00
Dr.Lt.Data 16ffa7d462 hotfix: potential front error 
```
TypeError: Cannot read properties of undefined (reading 'type')
```

https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/989
 2025-05-16 03:59:10 +09:00
Dr.Lt.Data 38bb9ffdf6 fixed: Switch - buggy behavior on firefox browser 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/983#issuecomment-2833471721
 2025-04-28 00:54:31 +09:00
Dr.Lt.Data f939e66e1c fixed: this.widgets is undefined 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/977
 2025-04-27 22:16:11 +09:00
robo b22aa90cf4 allow for .yml files in wildcards (#966) 
both are valid yaml extensions so it makes sense to allow both
 2025-04-25 18:50:40 +09:00
Dr.Lt.Data d18aaecb93 bump version 2025-04-25 18:46:18 +09:00
だにえる a7840b4fbf feat: tensor_paste supports RGBA images with alpha channel blending (#962) 
This enhancement adds support for properly handling RGBA images in the tensor_paste function.

The previous implementation caused errors when pasting images with alpha channels.
Now the function can handle all combinations of RGB and RGBA images:
- RGB to RGB (unchanged)
- RGBA to RGBA (with proper alpha compositing)
- RGB to RGBA
- RGBA to RGB

Fix for the error: "RuntimeError: The size of tensor a (4) must match the size of tensor b (3) at non-singleton dimension 3"
 2025-04-25 18:35:03 +09:00
robo efa0cb66b2 always use impact.wildcards.process fixes server side wildcards.process not getting new wildcard_dict (#967) 2025-04-25 18:21:55 +09:00
Dr.Lt.Data 0b94005b1b hotfix: impactswitch - frontend crash 
https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/970#issuecomment-2827153556
 2025-04-25 08:03:20 +09:00