Commit Graph

28 Commits

Author SHA1 Message Date
Christian Byrne
4e3038114a
feat: Improve ResizeImageMaskNode UX with tooltips and search aliases (#12013)
- Add search_aliases for discoverability: resize, scale, dimensions, etc.
- Add node description for hover tooltip
- Add tooltips to all inputs explaining their behavior
- Reorder options: most common (scale dimensions) first, most technical (scale to multiple) last

Addresses user feedback that 'resize' search returned nothing useful and
options like 'match size' and 'scale to multiple' were not self-explanatory.
2026-01-22 18:46:55 -08:00
Christian Byrne
bbb8864778
add search aliases to all nodes (#12035)
* feat: Add search_aliases field to node schema

Adds `search_aliases` field to improve node discoverability. Users can define alternative search terms for nodes (e.g., "text concat" → StringConcatenate).

Changes:
- Add `search_aliases: list[str]` to V3 Schema
- Add `SEARCH_ALIASES` support for V1 nodes
- Include field in `/object_info` response
- Add aliases to high-priority core nodes

V1 usage:
```python
class MyNode:
    SEARCH_ALIASES = ["alt name", "synonym"]
```

V3 usage:
```python
io.Schema(
    node_id="MyNode",
    search_aliases=["alt name", "synonym"],
    ...
)
```

## Related PRs
- Frontend: Comfy-Org/ComfyUI_frontend#XXXX (draft - merge after this)
- Docs: Comfy-Org/docs#XXXX (draft - merge after stable)

* Propagate search_aliases through V3 Schema.get_v1_info to NodeInfoV1

* feat: add SEARCH_ALIASES for core nodes (#12016)

Add search aliases to 22 core nodes in nodes.py to improve node discoverability:
- Checkpoint/model loaders: CheckpointLoader, DiffusersLoader
- Conditioning nodes: ConditioningAverage, ConditioningSetArea, ConditioningSetMask, ConditioningZeroOut
- Style nodes: StyleModelApply
- Image nodes: LoadImageMask, LoadImageOutput, ImageBatch, ImageInvert, ImagePadForOutpaint
- Latent nodes: LoadLatent, SaveLatent, LatentBlend, LatentComposite, LatentCrop, LatentFlip, LatentFromBatch, LatentUpscale, LatentUpscaleBy, RepeatLatentBatch

* feat: add SEARCH_ALIASES for image, mask, and string nodes (#12017)

Add search aliases to nodes in comfy_extras for better discoverability:
- nodes_mask.py: mask manipulation nodes
- nodes_images.py: image processing nodes
- nodes_post_processing.py: post-processing effect nodes
- nodes_string.py: string manipulation nodes
- nodes_compositing.py: compositing nodes
- nodes_morphology.py: morphological operation nodes
- nodes_latent.py: latent space nodes

Uses search_aliases parameter in io.Schema() for v3 nodes.

* feat: add SEARCH_ALIASES for audio and video nodes (#12018)

Add search aliases to audio and video nodes for better discoverability:
- nodes_audio.py: audio loading, saving, and processing nodes
- nodes_video.py: video loading and processing nodes
- nodes_wan.py: WAN model nodes

Uses search_aliases parameter in io.Schema() for v3 nodes.

* feat: add SEARCH_ALIASES for model and misc nodes (#12019)

Add search aliases to model-related and miscellaneous nodes:
- Model nodes: nodes_model_merging.py, nodes_model_advanced.py, nodes_lora_extract.py
- Sampler nodes: nodes_custom_sampler.py, nodes_align_your_steps.py
- Control nodes: nodes_controlnet.py, nodes_attention_multiply.py, nodes_hooks.py
- Training nodes: nodes_train.py, nodes_dataset.py
- Utility nodes: nodes_logic.py, nodes_canny.py, nodes_differential_diffusion.py
- Architecture-specific: nodes_sd3.py, nodes_pixart.py, nodes_lumina2.py, nodes_kandinsky5.py, nodes_hidream.py, nodes_fresca.py, nodes_hunyuan3d.py
- Media nodes: nodes_load_3d.py, nodes_webcam.py, nodes_preview_any.py, nodes_wanmove.py

Uses search_aliases parameter in io.Schema() for v3 nodes, SEARCH_ALIASES class attribute for legacy nodes.
2026-01-22 18:36:58 -08:00
Christian Byrne
bdeac8897e
feat: Add search_aliases field to node schema (#12010)
* feat: Add search_aliases field to node schema

Adds `search_aliases` field to improve node discoverability. Users can define alternative search terms for nodes (e.g., "text concat" → StringConcatenate).

Changes:
- Add `search_aliases: list[str]` to V3 Schema
- Add `SEARCH_ALIASES` support for V1 nodes
- Include field in `/object_info` response
- Add aliases to high-priority core nodes

V1 usage:
```python
class MyNode:
    SEARCH_ALIASES = ["alt name", "synonym"]
```

V3 usage:
```python
io.Schema(
    node_id="MyNode",
    search_aliases=["alt name", "synonym"],
    ...
)
```

## Related PRs
- Frontend: Comfy-Org/ComfyUI_frontend#XXXX (draft - merge after this)
- Docs: Comfy-Org/docs#XXXX (draft - merge after stable)

* Propagate search_aliases through V3 Schema.get_v1_info to NodeInfoV1
2026-01-21 15:36:02 -08:00
nomadoor
c9196f355e
Fix scale_shorter_dimension portrait check (#11862) 2026-01-13 18:25:09 -08:00
nomadoor
469dd9c16a
Adds crop to multiple mode to ResizeImageMaskNode. (#11838)
* Add crop-to-multiple resize mode

* Make scale-to-multiple shape handling explicit
2026-01-13 16:48:10 -08:00
Jedrzej Kosinski
0be8a76c93
V3 Improvements + DynamicCombo + Autogrow exposed in public API (#11345)
* Support Combo outputs in a more sane way

* Remove test validate_inputs function on test node

* Make curr_prefix be a list of strings instead of string for easier parsing as keys get added to dynamic types

* Start to account for id prefixes from frontend, need to fix bug with nested dynamics

* Ensure inputs/outputs/hidden are lists in schema finalize function, remove no longer needed 'is not None' checks

* Add raw_link and extra_dict to all relevant Inputs

* Make nested DynamicCombos work properly with prefixed keys on latest frontend; breaks old Autogrow, but is pretty much ready for upcoming Autogrow keys

* Replace ... usage with a MISSING sentinel for clarity in nodes_logic.py

* Added CustomCombo node in backend to reflect frontend node

* Prepare Autogrow's expand_schema_for_dynamic to work with upcoming frontend changes

* Prepare for look up table for dynamic input stuff

* More progress towards dynamic input lookup function stuff

* Finished converting _expand_schema_for_dynamic to be done via lookup instead of OOP to guarantee working with process isolation, did refactoring to remove old implementation + cleaning INPUT_TYPES definition including v3 hidden definition

* Change order of functions

* Removed some unneeded functions after dynamic refactor

* Make MatchType's output default displayname "MATCHTYPE"

* Fix DynamicSlot get_all

* Removed redundant code - dynamic stuff no longer happens in OOP way

* Natively support AnyType (*) without __ne__ hacks

* Remove stray code that made it in

* Remove expand_schema_for_dynamic left over on DynamicInput class

* get_dynamic() on DynamicInput/Output was not doing anything anymore, so removed it

* Make validate_inputs validate combo input correctly

* Temporarily comment out conversion to 'new' (9 month old) COMBO format in get_input_info

* Remove refrences to resources feature scrapped from V3

* Expose DynamicCombo in public API

* satisfy ruff after some code got commented out

* Make missing input error prettier for dynamic types

* Created a Switch2 node as a side-by-side test, will likely go with Switch2 as the initial switch node

* Figured out Switch situation

* Pass in v3_data in IsChangedCache.get function's fingerprint_inputs, add a from_v3_data helper method to HiddenHolder

* Switch order of Switch and Soft Switch nodes in file

* Temp test node for MatchType

* Fix missing v3_data for v1 nodes in validation

* For now, remove chacking duplicate id's for dynamic types

* Add Resize Image/Mask node that thanks to MatchType+DynamicCombo is 16-nodes-in-1

* Made DynamicCombo references in DCTestNode use public interface

* Add an AnyTypeTestNode

* Make lazy status for specific inputs on DynamicInputs work by having the values of the dictionary for check_lazy_status be a tuple, where the second element is the key of the input that can be returned

* Comment out test logic nodes

* Make primitive float's step make more sense

* Add (and leave commented out) some potential logic nodes

* Change default crop option to "center" on Resize Image/Mask node

* Changed copy.copy(d) to d.copy()

* Autogrow is available in stable  frontend, so exposing it in public API

* Use outputs id as display_name if no display_name present, remove v3 outputs id restriction that made them have to have unique IDs from the inputs

* Enable Custom Combo node as stable frontend now supports it

* Make id properly act like display_name on outputs

* Add Batch Images/Masks/Latents node

* Comment out Batch Images/Masks/Latents node for now, as Autogrow has a bug with MatchType where top connection is disconnected upon refresh

* Removed code for a couple test nodes in nodes_logic.py

* Add Batch Images, Batch Masks, and Batch Latents nodes with Autogrow, deprecate old Batch Images + LatentBatch nodes
2025-12-30 23:09:55 -05:00
Kohaku-Blueleaf
86dbb89fc9
Resolution bucketing and Trainer implementation refactoring (#11117) 2025-12-17 22:15:27 -05:00
Alexander Piskun
2103e39335
convert nodes_post_processing to V3 schema (#9491) 2025-09-26 14:14:42 -07:00
Jodh Singh
1ea8c54064
make kernel of same type as image to avoid mismatch issues (#9932) 2025-09-18 19:51:16 -04:00
catboxanon
8d0661d0ba
Lint instance methods (#7903) 2025-05-01 19:32:04 -04:00
comfyanonymous
3d2e3a6f29 Fix alpha image issue in more nodes. 2025-04-02 19:32:49 -04:00
comfyanonymous
4ee9aad6ca Speed up Sharpen node. 2024-04-21 09:02:06 -04:00
comfyanonymous
133dc3351b Faster blur. 2024-04-19 03:52:02 -04:00
comfyanonymous
8ae1e4d125 Make step on sharpen node smaller. 2024-03-27 01:28:31 -04:00
comfyanonymous
7f4725f6b3 Fix some issues with --gpu-only 2024-01-27 02:51:27 -05:00
comfyanonymous
9ac0b487ac Make --gpu-only put intermediate values in GPU memory instead of cpu. 2023-12-08 02:35:45 -05:00
matt3o
4acfc11a80 add difference blend mode 2023-11-05 19:00:23 +01:00
tsone
23c5d17837 Added Bayer dithering to Quantize node. 2023-10-31 22:22:40 +01:00
MoonRide303
2b6b178173 Added support for lanczos scaling 2023-09-19 10:40:38 +02:00
comfyanonymous
fc99fa56a9 Add node to scale image to a total amount of pixels keeping aspect. 2023-08-18 02:32:39 -04:00
comfyanonymous
94fceb8700 Make Blur node use the image device for processing. 2023-08-14 21:08:45 -04:00
comfyanonymous
71666f248f Fix padding in Blur. 2023-05-20 10:08:47 -04:00
BlenderNeko
36af98d755 improve sharpen and blur nodes 2023-05-20 15:23:28 +02:00
comfyanonymous
871a76b77b Rename and reorganize post processing nodes. 2023-04-04 22:54:33 -04:00
comfyanonymous
af291e6f69 Convert line endings to unix. 2023-04-04 13:56:13 -04:00
EllangoK
56196ab0f7 use common_upcale in blend 2023-04-04 10:57:34 -04:00
EllangoK
fa2febc062 blend supports any size, dither -> quantize 2023-04-03 09:52:04 -04:00
EllangoK
4c7a9dbcb6 adds Blend, Blur, Dither, Sharpen nodes 2023-04-02 18:44:27 -04:00