mirror of
https://git.datalinker.icu/comfyanonymous/ComfyUI
synced 2025-12-08 21:44:33 +08:00
85 lines
3.1 KiB
Python
85 lines
3.1 KiB
Python
from comfy.cldm.control_types import UNION_CONTROLNET_TYPES
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import nodes
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import comfy.utils
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from typing_extensions import override
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from comfy_api.latest import ComfyExtension, io
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class SetUnionControlNetType(io.ComfyNode):
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@classmethod
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def define_schema(cls):
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return io.Schema(
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node_id="SetUnionControlNetType",
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category="conditioning/controlnet",
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inputs=[
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io.ControlNet.Input("control_net"),
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io.Combo.Input("type", options=["auto"] + list(UNION_CONTROLNET_TYPES.keys())),
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],
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outputs=[
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io.ControlNet.Output(),
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],
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)
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@classmethod
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def execute(cls, control_net, type) -> io.NodeOutput:
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control_net = control_net.copy()
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type_number = UNION_CONTROLNET_TYPES.get(type, -1)
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if type_number >= 0:
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control_net.set_extra_arg("control_type", [type_number])
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else:
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control_net.set_extra_arg("control_type", [])
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return io.NodeOutput(control_net)
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set_controlnet_type = execute # TODO: remove
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class ControlNetInpaintingAliMamaApply(io.ComfyNode):
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@classmethod
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def define_schema(cls):
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return io.Schema(
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node_id="ControlNetInpaintingAliMamaApply",
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category="conditioning/controlnet",
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inputs=[
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io.Conditioning.Input("positive"),
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io.Conditioning.Input("negative"),
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io.ControlNet.Input("control_net"),
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io.Vae.Input("vae"),
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io.Image.Input("image"),
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io.Mask.Input("mask"),
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io.Float.Input("strength", default=1.0, min=0.0, max=10.0, step=0.01),
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io.Float.Input("start_percent", default=0.0, min=0.0, max=1.0, step=0.001),
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io.Float.Input("end_percent", default=1.0, min=0.0, max=1.0, step=0.001),
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],
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outputs=[
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io.Conditioning.Output(display_name="positive"),
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io.Conditioning.Output(display_name="negative"),
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],
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)
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@classmethod
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def execute(cls, positive, negative, control_net, vae, image, mask, strength, start_percent, end_percent) -> io.NodeOutput:
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extra_concat = []
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if control_net.concat_mask:
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mask = 1.0 - mask.reshape((-1, 1, mask.shape[-2], mask.shape[-1]))
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mask_apply = comfy.utils.common_upscale(mask, image.shape[2], image.shape[1], "bilinear", "center").round()
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image = image * mask_apply.movedim(1, -1).repeat(1, 1, 1, image.shape[3])
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extra_concat = [mask]
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result = nodes.ControlNetApplyAdvanced().apply_controlnet(positive, negative, control_net, image, strength, start_percent, end_percent, vae=vae, extra_concat=extra_concat)
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return io.NodeOutput(result[0], result[1])
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apply_inpaint_controlnet = execute # TODO: remove
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class ControlNetExtension(ComfyExtension):
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@override
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async def get_node_list(self) -> list[type[io.ComfyNode]]:
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return [
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SetUnionControlNetType,
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ControlNetInpaintingAliMamaApply,
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]
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async def comfy_entrypoint() -> ControlNetExtension:
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return ControlNetExtension()
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