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from comfy.cldm.control_types import UNION_CONTROLNET_TYPES
import nodes
import comfy.utils
class SetUnionControlNetType:
@classmethod
def INPUT_TYPES(s):
return {"required": {"control_net": ("CONTROL_NET", ),
"type": (["auto"] + list(UNION_CONTROLNET_TYPES.keys()),)
}}
CATEGORY = "conditioning/controlnet"
RETURN_TYPES = ("CONTROL_NET",)
FUNCTION = "set_controlnet_type"
def set_controlnet_type(self, control_net, type):
control_net = control_net.copy()
type_number = UNION_CONTROLNET_TYPES.get(type, -1)
if type_number >= 0:
control_net.set_extra_arg("control_type", [type_number])
else:
control_net.set_extra_arg("control_type", [])
return (control_net,)
class ControlNetInpaintingAliMamaApply(nodes.ControlNetApplyAdvanced):
@classmethod
def INPUT_TYPES(s):
return {"required": {"positive": ("CONDITIONING", ),
"negative": ("CONDITIONING", ),
"control_net": ("CONTROL_NET", ),
"vae": ("VAE", ),
"image": ("IMAGE", ),
"mask": ("MASK", ),
"strength": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 10.0, "step": 0.01}),
"start_percent": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.001}),
"end_percent": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.001})
}}
FUNCTION = "apply_inpaint_controlnet"
CATEGORY = "conditioning/controlnet"
def apply_inpaint_controlnet(self, positive, negative, control_net, vae, image, mask, strength, start_percent, end_percent):
extra_concat = []
if control_net.concat_mask:
mask = 1.0 - mask.reshape((-1, 1, mask.shape[-2], mask.shape[-1]))
mask_apply = comfy.utils.common_upscale(mask, image.shape[2], image.shape[1], "bilinear", "center").round()
image = image * mask_apply.movedim(1, -1).repeat(1, 1, 1, image.shape[3])
extra_concat = [mask]
return self.apply_controlnet(positive, negative, control_net, image, strength, start_percent, end_percent, vae=vae, extra_concat=extra_concat)
NODE_CLASS_MAPPINGS = {
"SetUnionControlNetType": SetUnionControlNetType,
"ControlNetInpaintingAliMamaApply": ControlNetInpaintingAliMamaApply,
}
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