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synced 2026-05-13 18:47:29 +08:00
Revert some breaking changes. (#13861)
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@ -40,23 +40,13 @@ def composite(destination, source, x, y, mask = None, multiplier = 8, resize_sou
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inverse_mask = torch.ones_like(mask) - mask
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inverse_mask = torch.ones_like(mask) - mask
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source_rgb = source[:, :3, :visible_height, :visible_width]
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source_portion = mask * source[..., :visible_height, :visible_width]
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dest_slice = destination[..., top:bottom, left:right]
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destination_portion = inverse_mask * destination[..., top:bottom, left:right]
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if destination.shape[1] == 4:
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if torch.max(dest_slice) == 0:
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destination[:, :3, top:bottom, left:right] = source_rgb
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destination[:, 3:4, top:bottom, left:right] = mask
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else:
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destination[:, :3, top:bottom, left:right] = (mask * source_rgb) + (inverse_mask * dest_slice[:, :3])
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destination[:, 3:4, top:bottom, left:right] = torch.max(mask, dest_slice[:, 3:4])
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else:
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source_portion = mask * source_rgb
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destination_portion = inverse_mask * dest_slice
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destination[..., top:bottom, left:right] = source_portion + destination_portion
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destination[..., top:bottom, left:right] = source_portion + destination_portion
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return destination
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return destination
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class LatentCompositeMasked(IO.ComfyNode):
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class LatentCompositeMasked(IO.ComfyNode):
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@classmethod
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@classmethod
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def define_schema(cls):
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def define_schema(cls):
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@ -95,23 +85,18 @@ class ImageCompositeMasked(IO.ComfyNode):
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display_name="Image Composite Masked",
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display_name="Image Composite Masked",
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category="image",
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category="image",
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inputs=[
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inputs=[
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IO.Image.Input("destination"),
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IO.Image.Input("source"),
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IO.Image.Input("source"),
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IO.Int.Input("x", default=0, min=0, max=nodes.MAX_RESOLUTION, step=1),
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IO.Int.Input("x", default=0, min=0, max=nodes.MAX_RESOLUTION, step=1),
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IO.Int.Input("y", default=0, min=0, max=nodes.MAX_RESOLUTION, step=1),
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IO.Int.Input("y", default=0, min=0, max=nodes.MAX_RESOLUTION, step=1),
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IO.Boolean.Input("resize_source", default=False),
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IO.Boolean.Input("resize_source", default=False),
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IO.Image.Input("destination", optional=True),
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IO.Mask.Input("mask", optional=True),
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IO.Mask.Input("mask", optional=True),
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],
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],
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outputs=[IO.Image.Output()],
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outputs=[IO.Image.Output()],
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)
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)
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@classmethod
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@classmethod
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def execute(cls, source, x, y, resize_source, destination = None, mask = None) -> IO.NodeOutput:
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def execute(cls, destination, source, x, y, resize_source, mask = None) -> IO.NodeOutput:
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if destination is None: # transparent rgba
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B, H, W, C = source.shape
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destination = torch.zeros((B, H, W, 4), dtype=source.dtype, device=source.device)
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if C == 3:
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source = torch.nn.functional.pad(source, (0, 1), value=1.0)
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destination, source = node_helpers.image_alpha_fix(destination, source)
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destination, source = node_helpers.image_alpha_fix(destination, source)
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destination = destination.clone().movedim(-1, 1)
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destination = destination.clone().movedim(-1, 1)
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output = composite(destination, source.movedim(-1, 1), x, y, mask, 1, resize_source).movedim(1, -1)
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output = composite(destination, source.movedim(-1, 1), x, y, mask, 1, resize_source).movedim(1, -1)
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