61 lines
2.5 KiB
Python
61 lines
2.5 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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class SetUnionControlNetType:
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@classmethod
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def INPUT_TYPES(s):
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return {"required": {"control_net": ("CONTROL_NET", ),
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"type": (["auto"] + list(UNION_CONTROLNET_TYPES.keys()),)
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}}
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CATEGORY = "conditioning/controlnet"
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RETURN_TYPES = ("CONTROL_NET",)
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FUNCTION = "set_controlnet_type"
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def set_controlnet_type(self, control_net, type):
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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 (control_net,)
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class ControlNetInpaintingAliMamaApply(nodes.ControlNetApplyAdvanced):
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@classmethod
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def INPUT_TYPES(s):
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return {"required": {"positive": ("CONDITIONING", ),
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"negative": ("CONDITIONING", ),
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"control_net": ("CONTROL_NET", ),
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"vae": ("VAE", ),
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"image": ("IMAGE", ),
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"mask": ("MASK", ),
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"strength": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 10.0, "step": 0.01}),
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"start_percent": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.001}),
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"end_percent": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.001})
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}}
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FUNCTION = "apply_inpaint_controlnet"
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CATEGORY = "conditioning/controlnet"
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def apply_inpaint_controlnet(self, positive, negative, control_net, vae, image, mask, strength, start_percent, end_percent):
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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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return self.apply_controlnet(positive, negative, control_net, image, strength, start_percent, end_percent, vae=vae, extra_concat=extra_concat)
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NODE_CLASS_MAPPINGS = {
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"SetUnionControlNetType": SetUnionControlNetType,
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"ControlNetInpaintingAliMamaApply": ControlNetInpaintingAliMamaApply,
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}
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