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Merged
pull merged 1 commit into from
Jan 23, 2026
+41 −26
Merged

[pull] master from Comfy-Org:master #561

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67 changes: 41 additions & 26 deletions comfy_extras/nodes_post_processing.py
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Original file line number Diff line number Diff line change
Expand Up @@ -420,47 +420,62 @@ class ResizeTypedDict(TypedDict):
@classmethod
def define_schema(cls):
template = io.MatchType.Template("input_type", [io.Image, io.Mask])
crop_combo = io.Combo.Input("crop", options=cls.crop_methods, default="center")
crop_combo = io.Combo.Input(
"crop",
options=cls.crop_methods,
default="center",
tooltip="How to handle aspect ratio mismatch: 'disabled' stretches to fit, 'center' crops to maintain aspect ratio.",
)
return io.Schema(
node_id="ResizeImageMaskNode",
search_aliases=["scale image", "scale mask"],
display_name="Resize Image/Mask",
description="Resize an image or mask using various scaling methods.",
category="transform",
search_aliases=["resize", "resize image", "resize mask", "scale", "scale image", "scale mask", "image resize", "change size", "dimensions", "shrink", "enlarge"],
inputs=[
io.MatchType.Input("input", template=template),
io.DynamicCombo.Input("resize_type", options=[
io.DynamicCombo.Option(ResizeType.SCALE_BY, [
io.Float.Input("multiplier", default=1.00, min=0.01, max=8.0, step=0.01),
io.DynamicCombo.Input(
"resize_type",
tooltip="Select how to resize: by exact dimensions, scale factor, matching another image, etc.",
options=[
io.DynamicCombo.Option(ResizeType.SCALE_DIMENSIONS, [
io.Int.Input("width", default=512, min=0, max=MAX_RESOLUTION, step=1, tooltip="Target width in pixels. Set to 0 to auto-calculate from height while preserving aspect ratio."),
io.Int.Input("height", default=512, min=0, max=MAX_RESOLUTION, step=1, tooltip="Target height in pixels. Set to 0 to auto-calculate from width while preserving aspect ratio."),
crop_combo,
]),
io.DynamicCombo.Option(ResizeType.SCALE_DIMENSIONS, [
io.Int.Input("width", default=512, min=0, max=MAX_RESOLUTION, step=1),
io.Int.Input("height", default=512, min=0, max=MAX_RESOLUTION, step=1),
crop_combo,
io.DynamicCombo.Option(ResizeType.SCALE_BY, [
io.Float.Input("multiplier", default=1.00, min=0.01, max=8.0, step=0.01, tooltip="Scale factor (e.g., 2.0 doubles size, 0.5 halves size)."),
]),
io.DynamicCombo.Option(ResizeType.SCALE_LONGER_DIMENSION, [
io.Int.Input("longer_size", default=512, min=0, max=MAX_RESOLUTION, step=1),
io.DynamicCombo.Option(ResizeType.SCALE_LONGER_DIMENSION, [
io.Int.Input("longer_size", default=512, min=0, max=MAX_RESOLUTION, step=1, tooltip="The longer edge will be resized to this value. Aspect ratio is preserved."),
]),
io.DynamicCombo.Option(ResizeType.SCALE_SHORTER_DIMENSION, [
io.Int.Input("shorter_size", default=512, min=0, max=MAX_RESOLUTION, step=1),
io.DynamicCombo.Option(ResizeType.SCALE_SHORTER_DIMENSION, [
io.Int.Input("shorter_size", default=512, min=0, max=MAX_RESOLUTION, step=1, tooltip="The shorter edge will be resized to this value. Aspect ratio is preserved."),
]),
io.DynamicCombo.Option(ResizeType.SCALE_WIDTH, [
io.Int.Input("width", default=512, min=0, max=MAX_RESOLUTION, step=1),
io.DynamicCombo.Option(ResizeType.SCALE_WIDTH, [
io.Int.Input("width", default=512, min=0, max=MAX_RESOLUTION, step=1, tooltip="Target width in pixels. Height auto-adjusts to preserve aspect ratio."),
]),
io.DynamicCombo.Option(ResizeType.SCALE_HEIGHT, [
io.Int.Input("height", default=512, min=0, max=MAX_RESOLUTION, step=1),
io.DynamicCombo.Option(ResizeType.SCALE_HEIGHT, [
io.Int.Input("height", default=512, min=0, max=MAX_RESOLUTION, step=1, tooltip="Target height in pixels. Width auto-adjusts to preserve aspect ratio."),
]),
io.DynamicCombo.Option(ResizeType.SCALE_TOTAL_PIXELS, [
io.Float.Input("megapixels", default=1.0, min=0.01, max=16.0, step=0.01),
io.DynamicCombo.Option(ResizeType.SCALE_TOTAL_PIXELS, [
io.Float.Input("megapixels", default=1.0, min=0.01, max=16.0, step=0.01, tooltip="Target total megapixels (e.g., 1.0 ≈ 1024×1024). Aspect ratio is preserved."),
]),
io.DynamicCombo.Option(ResizeType.MATCH_SIZE, [
io.MultiType.Input("match", [io.Image, io.Mask]),
crop_combo,
io.DynamicCombo.Option(ResizeType.MATCH_SIZE, [
io.MultiType.Input("match", [io.Image, io.Mask], tooltip="Resize input to match the dimensions of this reference image or mask."),
crop_combo,
]),
io.DynamicCombo.Option(ResizeType.SCALE_TO_MULTIPLE, [
io.Int.Input("multiple", default=8, min=1, max=MAX_RESOLUTION, step=1),
io.DynamicCombo.Option(ResizeType.SCALE_TO_MULTIPLE, [
io.Int.Input("multiple", default=8, min=1, max=MAX_RESOLUTION, step=1, tooltip="Resize so width and height are divisible by this number. Useful for latent alignment (e.g., 8 or 64)."),
]),
]),
io.Combo.Input("scale_method", options=cls.scale_methods, default="area"),
],
),
io.Combo.Input(
"scale_method",
options=cls.scale_methods,
default="area",
tooltip="Interpolation algorithm. 'area' is best for downscaling, 'lanczos' for upscaling, 'nearest-exact' for pixel art.",
),
],
outputs=[io.MatchType.Output(template=template, display_name="resized")]
)
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