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https://github.com/comfyanonymous/ComfyUI.git
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bbbdc8430b
Add search aliases to model-related and miscellaneous nodes: - Model nodes: nodes_model_merging.py, nodes_model_advanced.py, nodes_lora_extract.py - Sampler nodes: nodes_custom_sampler.py, nodes_align_your_steps.py - Control nodes: nodes_controlnet.py, nodes_attention_multiply.py, nodes_hooks.py - Training nodes: nodes_train.py, nodes_dataset.py - Utility nodes: nodes_logic.py, nodes_canny.py, nodes_differential_diffusion.py - Architecture-specific: nodes_sd3.py, nodes_pixart.py, nodes_lumina2.py, nodes_kandinsky5.py, nodes_hidream.py, nodes_fresca.py, nodes_hunyuan3d.py - Media nodes: nodes_load_3d.py, nodes_webcam.py, nodes_preview_any.py, nodes_wanmove.py Uses search_aliases parameter in io.Schema() for v3 nodes, SEARCH_ALIASES class attribute for legacy nodes.
86 lines
3.2 KiB
Python
86 lines
3.2 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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search_aliases=["masked controlnet"],
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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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