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, }