- Optional resize of the transformed output to a pixel budget, with core
Scale Image to Total Pixels semantics: megapixels x 1024^2, aspect
preserved, each dimension rounded to resolution_steps. The image uses
the chosen filter (lanczos/area/bicubic/bilinear/nearest-exact); the
mask always resizes bilinear so feathered edges cannot ring. The math
is mirrored py+js (scale_to_megapixels / scaleToMegapixels) and
fixture-tested on both sides; the new widgets append after the stable
V1 set so saved workflows keep loading, and IS_CHANGED fingerprints
them.
- A quick row under the node's canvas: Reset (rotation, crop, padding),
a Feather toggle that remembers the amount it turns off, and the
Resize toggle with its megapixel scrub box.
- The editor gains a Resize output section (megapixels and steps as
scrub controls, method select) and its status names the exact resized
size.
- The output size readout moved off the pixels: centered below the image,
flipping above when clipped, and showing the resize target.
- CHANGELOG entries for this round and the two commits before it.
Feathering had two defects: the mask used max(original, blur), and a
blurred step edge sits at ~50% on the boundary, so the mask jumped
255->127 in one pixel - the visible seam line - and the output image was
never blended at all, ending in a hard cut against the fill. The mask
ramp is now pinned to full strength exactly at the edge (double the blur
and clip, then max with the original for thin slivers), and the visible
output fades into the fill color across the same ramp, so outpaints
blend smoothly in both the image and the mask.
The rotation knob now anchors to the outermost top-right corner of
source-union-output, so it stays visually attached when padding grows
the canvas instead of floating where the source corner used to be.
Save & close is now filled with the AusBoss accent; Reset all is styled
as a destructive red button.
22 Python + 9 JS tests pass, including new asserts that the mask ramp
holds >=200 on the first kept column (was ~127) and that the image
visibly blends into the fill. Live-browser verified: knob tracks the
outermost corner under 140/90px padding, buttons computed styles match.
Real-world scrubbing was still sluggish on large files for three reasons
the small test clip hid: decodes ran synchronously inside async route
handlers (stalling ComfyUI's entire web server, websocket included),
every request re-opened and re-probed the container, and mid-GOP targets
re-decoded from the previous keyframe each time.
- Route handlers now run decode/encode in worker threads.
- A persistent per-file decoder session keeps the container and codec
state alive: forward steps decode only the frames in between, backward
or distant jumps do one keyframe seek without reopening. Sessions are
LRU-capped and an idle reaper closes them after 60s so the file lock
is released (Windows users can delete/overwrite a clip they just
scrubbed) — a bug the test suite caught via WinError 32.
- A keyframe storyboard (up to 96 tiles) builds in a background thread
when a video is selected. Dragging the timeline draws the nearest tile
synchronously — measured 2.4ms input-to-pixels in a live browser —
and the exact decoded frame replaces it when it lands.
- The rotation handle emoji is replaced with a vector arc-and-arrowhead
glyph, crisp at any zoom and identical on every platform.
21 Python + 9 JS tests pass, including new coverage for session
forward/backward parity against fresh decodes and storyboard payloads.
Scrubbing previously used a 70ms trailing debounce, so nothing rendered
while the slider was moving and stale responses could rewrite frame_index
mid-drag (rubber-banding). Replaced with a latest-wins pump: the first
input fetches immediately, exactly one request stays in flight, and each
response re-reads the widgets so the next fetch targets the newest
position. Scrub frames download at 640px with widget sync off; drag
release, key release, and playback stop land one full-size frame that
snaps the widgets to the decoded position. Playback and held arrow keys
share the light path. Server side, per-file metadata is cached by
(path, mtime, size) so a scrub request opens the container once, and the
JPEG optimize pass is dropped for ephemeral previews.
Browser-verified on live ComfyUI: 41 burst inputs -> 23 fetches rendering
continuously during the drag, final widget lands on the last position,
and the displayed pixels match the exact final frame. Random-access
frame latency measured at ~18ms median on the test clip.
The rotation control moves from a stalk above top-center (stacked on the
pad_top diamond) to a rotate-glyph knob off the source's top-right
corner, with the help text updated.
Review fixes verified against live ComfyUI 0.28.0:
- rotatedSize now reproduces Pillow's expand=True output exactly (transpose
fast path at axis angles, corner extents elsewhere). The previous formula
was 1px short on 34 of 78 sampled size/angle combos, so editor-predicted
output dimensions disagreed with queued results at most free angles.
Verified 0 mismatches across 6776 combinations and end-to-end on the
server (predicted 848x496 == queued image and mask at 77.7 degrees).
- decode_video_frame seeks to the nearest keyframe and decodes forward
instead of scanning from frame 0, with the sequential scan kept as the
fallback for files without usable timestamps. Scrubbing long videos no
longer decodes the entire prefix per preview request.
- Preview routes no longer serve arbitrary local paths to any HTTP client:
local-path previews outside ComfyUI's input/output/temp folders now
require AUSBOSS_TRANSFORM_LOCAL_PREVIEW=1, checked before touching the
filesystem so denied requests cannot probe path existence. Queued
workflows are unaffected.
- Editor: metadata is cached per source instead of refetched every scrub
tick, timeline seeks fetch only the frame with a 70ms trailing debounce,
AbortError from superseded requests no longer paints the error state,
and switching source mode before picking a file no longer resets the
transform.
- Tests: 13 -> 18 Python (seek vs sequential ground truth, time-mode seek,
out-of-range clamp, preview gate), 8 -> 9 JS (Pillow-verified rotated-size
fixtures including the odd/even transpose edge).
ausboss