This commit solves a number of bugs and adds some caching related
functionality. Specifically:
1. Caching is now input-based. In cases of completely identical nodes,
the output will be reused (for example, if you have multiple
LoadCheckpoint nodes loading the same checkpoint). If a node doesn't
want this behavior (e.g. a `RandomInteger` node, it should set
`NOT_IDEMPOTENT = True`.
2. This means that nodes within a component will now be cached and will
only change if the input actually changes. Note that types that can't
be hashed by default will always count as changed (though the
component itself will only expand if one of its inputs changes).
3. A new LRU caching strategy is now available by starting with
`--cache-lru 100`. With this strategy, in addition to the latest
workflow being cached, up to N (100 in the example) node outputs will
be retained. This allows users to work on multiple workflows or
experiment with different inputs without losing the benefits of
caching (at the cost of more RAM and VRAM). I intentionally left some
additional debug print statements in for this strategy for the
moment.
4. A new endpoint `/debugcache` has been temporarily added to assist
with tracking down issues people encounter. It allows you to browse
the contents of the cache.
5. Outputs from ephemeral nodes will now be communicated to the
front-end with both the ephemeral node id, the 'parent' node id, and
the 'display' node id. The front-end has been updated to deal with
this.
* support preview mode for mask editor.
* use original file reference instead of loaded frontend blob
bugfix:
* prevent file open dialog when save to load image
* bugfix: cannot clear previous mask painted image's alpha
* bugfix
* bugfix
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Co-authored-by: Lt.Dr.Data <lt.dr.data@gmail.com>
* To reduce bandwidth traffic in a remote environment, a lossy compression-based preview mode is provided for displaying simple visualizations in node-based widgets.
* Added 'preview=[image format]' option to the '/view' API.
* Updated node to use preview for displaying images as widgets.
* Excluded preview usage in the open image, save image, mask editor where the original data is required.
* Made preview_format parameterizable for extensibility.
* default preview format changed: jpeg -> webp
* Support advanced preview_format option.
- grayscale option for visual debugging
- quality option for aggressive reducing
L?;format;quality?
ex)
jpeg => rgb, jpeg, quality 90
L;webp;80 => grayscale, webp, quality 80
L;png => grayscale, png, quality 90
webp;50 => rgb, webp, quality 50
* move comment
* * add settings for preview_format
* default value is ''(= don't reencode)
---------
Co-authored-by: Lt.Dr.Data <lt.dr.data@gmail.com>
* allow nodes to map over lists
* make work with IS_CHANGED and VALIDATE_INPUTS
* give list outputs distinct socket shape
* add rebatch node
* add batch index logic
* add repeat latent batch
* deal with noise mask edge cases in latentfrombatch
* Add clipspace feature.
* feat: copy content to clipspace
* feat: paste content from clipspace
Extend validation to allow for validating annotated_path in addition to other parameters.
Add support for annotated_filepath in folder_paths function.
Generalize the '/upload/image' API to allow for uploading images to the 'input', 'temp', or 'output' directories.
* rename contentClipboard -> clipspace
* Do deep copy for imgs on copy to clipspace.
* mask painting on clipspace
* add original_imgs into clipspace
* Preserve the original image when 'imgs' are modified
* robust patch & refactoring folder_paths about annotated_filepath
* wip
* Only show the Paste menu if the ComfyApp.clipspace is not empty
* clipspace feature added
maskeditor feature added
* instant refresh on paste
force triggering 'changed' on paste action
* enhance mask painting
smooth drawing
add brush_size +/- button
* robust patch
use mouseup event
* robust patch
again...
* subfolder fix on paste logic
attach subfolder if subfolder isn't empty
* event listener patch
add ], [ key event for brush size
remove listener on close
* Fix button positioning issue related to window height.
Change brush size from button to slider.
* clean commit
* clean code
* various bug fixes
* paste action
- prevent opening upload popup
- ensure rendering after widget_value update
* view api update
- support annotated_filepath
* maskeditor layout
- prevent covering button by hidden div
* remove dbg message
* Add cursor functionality to display brush size
* refactor: Replace brush preview feature with missionfloyd implementation
* missionfloyd implementation
* hiding brush preview off the canvas
* change brush size on wheel event
* keyup -> keydown event
* Update web/extensions/core/maskeditor.js
Co-authored-by: missionfloyd <missionfloyd@users.noreply.github.com>
* Add support for channel-specific image data retrieval in /view API to fix alpha mask loading issue
When loading an image with an alpha mask in JavaScript canvas, there is an issue where the alpha and RGB channels are premultiplied. To avoid reliance on JavaScript canvas, I added support for channel-specific image data retrieval in the "/view" API. This allows us to retrieve data for each channel separately and fix the alpha mask loading issue. The changes have been committed to the repository.
* Enable brush preview for key and slider events
* optimize
* preview fix
* robust patch
* fix copy (clipspace) action
imgs[0] copy -> whole imgs copy
* support batch images on clipspace, maskeditor
* copy/paste bug fixes for batch images
enhance selector preview on clipspace menu
add img_paste_mode option into clipspace menu
* crash fix
* print message if clipspace content cannot editable
* Update web/extensions/core/maskeditor.js
Co-authored-by: missionfloyd <missionfloyd@users.noreply.github.com>
* make default img_paste_mode to 'selected'
refactor space -> tab
* save clipspace files to input/clipspace instead of temp
* show "clipspace/filename.png" instead of 'filename.png [clipspace]' in LoadImage/LoadImageMask
* refresh fix related to FILE_COMBO
* Update web/extensions/core/maskeditor.js
Co-authored-by: missionfloyd <missionfloyd@users.noreply.github.com>
* Update web/extensions/core/maskeditor.js
Co-authored-by: missionfloyd <missionfloyd@users.noreply.github.com>
* adjust margin based on missionfloyd impelements
* mouse event -> pointer event
* pen, touch, mouse drawing patched and tested
* Update web/extensions/core/maskeditor.js
Co-authored-by: missionfloyd <missionfloyd@users.noreply.github.com>
* add comment about touch event.
---------
Co-authored-by: Lt.Dr.Data <lt.dr.data@gmail.com>
Co-authored-by: missionfloyd <missionfloyd@users.noreply.github.com>
* Add clipspace feature.
* feat: copy content to clipspace
* feat: paste content from clipspace
Extend validation to allow for validating annotated_path in addition to other parameters.
Add support for annotated_filepath in folder_paths function.
Generalize the '/upload/image' API to allow for uploading images to the 'input', 'temp', or 'output' directories.
* rename contentClipboard -> clipspace
* Do deep copy for imgs on copy to clipspace.
* add original_imgs into clipspace
* Preserve the original image when 'imgs' are modified
* robust patch & refactoring folder_paths about annotated_filepath
* Only show the Paste menu if the ComfyApp.clipspace is not empty
* instant refresh on paste
force triggering 'changed' on paste action
* subfolder fix on paste logic
attach subfolder if subfolder isn't empty
---------
Co-authored-by: Lt.Dr.Data <lt.dr.data@gmail.com>
