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| #---------------------------------------------------------------------------------------------------------------------# | |
| # Comfyroll Studio custom nodes by RockOfFire and Akatsuzi https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes | |
| # for ComfyUI https://github.com/comfyanonymous/ComfyUI | |
| #---------------------------------------------------------------------------------------------------------------------# | |
| import os | |
| import sys | |
| import comfy.controlnet | |
| import comfy.sd | |
| import folder_paths | |
| from nodes import ControlNetApplyAdvanced | |
| from ..categories import icons | |
| sys.path.insert(0, os.path.join(os.path.dirname(os.path.realpath(__file__)), "comfy")) | |
| #---------------------------------------------------------------------------------------------------------------------# | |
| # This node will apply any type of ControlNet. | |
| class CR_ApplyControlNet: | |
| def INPUT_TYPES(s): | |
| return {"required": {"conditioning": ("CONDITIONING", ), | |
| "control_net": ("CONTROL_NET", ), | |
| "image": ("IMAGE", ), | |
| "switch": (["On","Off"],), | |
| "strength": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 10.0, "step": 0.01}) | |
| } | |
| } | |
| RETURN_TYPES = ("CONDITIONING", "STRING", ) | |
| RETURN_NAMES = ("CONDITIONING", "show_help", ) | |
| FUNCTION = "apply_controlnet" | |
| CATEGORY = icons.get("Comfyroll/ControlNet") | |
| def apply_controlnet(self, conditioning, control_net, image, switch, strength): | |
| show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/ControlNet-Nodes#cr-apply-controlnet" | |
| if strength == 0 or switch == "Off": | |
| return (conditioning, show_help, ) | |
| c = [] | |
| control_hint = image.movedim(-1,1) | |
| for t in conditioning: | |
| n = [t[0], t[1].copy()] | |
| c_net = control_net.copy().set_cond_hint(control_hint, strength) | |
| if 'control' in t[1]: | |
| c_net.set_previous_controlnet(t[1]['control']) | |
| n[1]['control'] = c_net | |
| c.append(n) | |
| return (c, show_help, ) | |
| #---------------------------------------------------------------------------------------------------------------------# | |
| # This node is a stack of controlnets each with their own switch. | |
| class CR_ControlNetStack: | |
| controlnets = ["None"] + folder_paths.get_filename_list("controlnet") | |
| def INPUT_TYPES(cls): | |
| #controlnets = ["None"] | |
| return {"required": { | |
| }, | |
| "optional": { | |
| "switch_1": (["Off","On"],), | |
| "controlnet_1": (cls.controlnets,), | |
| "controlnet_strength_1": ("FLOAT", {"default": 1.0, "min": -10.0, "max": 10.0, "step": 0.01}), | |
| "start_percent_1": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.001}), | |
| "end_percent_1": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.001}), | |
| # | |
| "switch_2": (["Off","On"],), | |
| "controlnet_2": (cls.controlnets,), | |
| "controlnet_strength_2": ("FLOAT", {"default": 1.0, "min": -10.0, "max": 10.0, "step": 0.01}), | |
| "start_percent_2": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.001}), | |
| "end_percent_2": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.001}), | |
| # | |
| "switch_3": (["Off","On"],), | |
| "controlnet_3": (cls.controlnets,), | |
| "controlnet_strength_3": ("FLOAT", {"default": 1.0, "min": -10.0, "max": 10.0, "step": 0.01}), | |
| "start_percent_3": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.001}), | |
| "end_percent_3": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.001}), | |
| # | |
| "image_1": ("IMAGE",), | |
| "image_2": ("IMAGE",), | |
| "image_3": ("IMAGE",), | |
| "controlnet_stack": ("CONTROL_NET_STACK",) | |
| }, | |
| } | |
| RETURN_TYPES = ("CONTROL_NET_STACK", "STRING", ) | |
| RETURN_NAMES = ("CONTROLNET_STACK", "show_help", ) | |
| FUNCTION = "controlnet_stacker" | |
| CATEGORY = icons.get("Comfyroll/ControlNet") | |
| def controlnet_stacker(self, switch_1, controlnet_1, controlnet_strength_1, start_percent_1, end_percent_1, | |
| switch_2, controlnet_2, controlnet_strength_2, start_percent_2, end_percent_2, | |
| switch_3, controlnet_3, controlnet_strength_3, start_percent_3, end_percent_3, | |
| image_1=None, image_2=None, image_3=None, controlnet_stack=None): | |
| # Initialise the list | |
| controlnet_list= [] | |
| if controlnet_stack is not None: | |
| controlnet_list.extend([l for l in controlnet_stack if l[0] != "None"]) | |
| if controlnet_1 != "None" and switch_1 == "On" and image_1 is not None: | |
| controlnet_path = folder_paths.get_full_path("controlnet", controlnet_1) | |
| controlnet_1 = comfy.controlnet.load_controlnet(controlnet_path) | |
| controlnet_list.extend([(controlnet_1, image_1, controlnet_strength_1, start_percent_1, end_percent_1)]), | |
| if controlnet_2 != "None" and switch_2 == "On" and image_2 is not None: | |
| controlnet_path = folder_paths.get_full_path("controlnet", controlnet_2) | |
| controlnet_2 = comfy.controlnet.load_controlnet(controlnet_path) | |
| controlnet_list.extend([(controlnet_2, image_2, controlnet_strength_2, start_percent_2, end_percent_2)]), | |
| if controlnet_3 != "None" and switch_3 == "On" and image_3 is not None: | |
| controlnet_path = folder_paths.get_full_path("controlnet", controlnet_3) | |
| controlnet_3 = comfy.controlnet.load_controlnet(controlnet_path) | |
| controlnet_list.extend([(controlnet_3, image_3, controlnet_strength_3, start_percent_3, end_percent_3)]), | |
| show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/ControlNet-Nodes#cr-multi-controlnet-stack" | |
| return (controlnet_list, show_help, ) | |
| #---------------------------------------------------------------------------------------------------------------------# | |
| # This applies the ControlNet stack. | |
| class CR_ApplyControlNetStack: | |
| def INPUT_TYPES(s): | |
| return {"required": {"base_positive": ("CONDITIONING", ), | |
| "base_negative": ("CONDITIONING",), | |
| "switch": (["Off","On"],), | |
| "controlnet_stack": ("CONTROL_NET_STACK", ), | |
| } | |
| } | |
| RETURN_TYPES = ("CONDITIONING", "CONDITIONING", "STRING", ) | |
| RETURN_NAMES = ("base_pos", "base_neg", "show_help", ) | |
| FUNCTION = "apply_controlnet_stack" | |
| CATEGORY = icons.get("Comfyroll/ControlNet") | |
| def apply_controlnet_stack(self, base_positive, base_negative, switch, controlnet_stack=None,): | |
| show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/ControlNet-Nodes#cr-apply-multi-controlnet-stack" | |
| if switch == "Off": | |
| return (base_positive, base_negative, show_help, ) | |
| if controlnet_stack is not None: | |
| for controlnet_tuple in controlnet_stack: | |
| controlnet_name, image, strength, start_percent, end_percent = controlnet_tuple | |
| if type(controlnet_name) == str: | |
| controlnet_path = folder_paths.get_full_path("controlnet", controlnet_name) | |
| controlnet = comfy.sd.load_controlnet(controlnet_path) | |
| else: | |
| controlnet = controlnet_name | |
| controlnet_conditioning = ControlNetApplyAdvanced().apply_controlnet(base_positive, base_negative, | |
| controlnet, image, strength, | |
| start_percent, end_percent) | |
| base_positive, base_negative = controlnet_conditioning[0], controlnet_conditioning[1] | |
| return (base_positive, base_negative, show_help, ) | |
| #---------------------------------------------------------------------------------------------------------------------# | |
| # MAPPINGS | |
| #---------------------------------------------------------------------------------------------------------------------# | |
| # For reference only, actual mappings are in __init__.py | |
| ''' | |
| NODE_CLASS_MAPPINGS = { | |
| "CR Apply ControlNet": CR_ApplyControlNet, | |
| "CR Multi-ControlNet Stack":CR_ControlNetStack, | |
| "CR Apply Multi-ControlNet":CR_ApplyControlNetStack, | |
| } | |
| ''' | |