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nodes_animation_cyclers.py
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nodes_animation_cyclers.py
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#---------------------------------------------------------------------------------------------------------------------#
# CR Animation Nodes by RockOfFire and Akatsuzi https://github.com/Suzie1/CR-Animation-Nodes
# for ComfyUI https://github.com/comfyanonymous/ComfyUI
#---------------------------------------------------------------------------------------------------------------------#
import comfy.sd
import torch
import os
import sys
import folder_paths
import random
from PIL import Image, ImageEnhance
import numpy as np
import io
from ..categories import icons
sys.path.insert(0, os.path.join(os.path.dirname(os.path.realpath(__file__)), "comfy"))
#---------------------------------------------------------------------------------------------------------------------#
# FUNCTIONS
#---------------------------------------------------------------------------------------------------------------------#
def pil2tensor(image):
return torch.from_numpy(np.array(image).astype(np.float32) / 255.0).unsqueeze(0)
#---------------------------------------------------------------------------------------------------------------------#
# NODES
#---------------------------------------------------------------------------------------------------------------------#
class CR_CycleModels:
@classmethod
def INPUT_TYPES(s):
modes = ["Off", "Sequential"]
return {"required": {"mode": (modes,),
"model": ("MODEL",),
"clip": ("CLIP",),
"model_list": ("MODEL_LIST",),
"frame_interval": ("INT", {"default": 30, "min": 0, "max": 999, "step": 1,}),
"loops": ("INT", {"default": 1, "min": 1, "max": 1000}),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
},
}
RETURN_TYPES = ("MODEL", "CLIP", "VAE", "STRING", )
RETURN_NAMES = ("MODEL", "CLIP", "VAE", "show_help", )
FUNCTION = "cycle_models"
CATEGORY = icons.get("Comfyroll/Animation/Legacy")
def cycle_models(self, mode, model, clip, model_list, frame_interval, loops, current_frame,):
show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/Cycler-Nodes#cr-cycle-models"
# Initialize the list
model_params = list()
# Extend lora_params with the lora_list items
if model_list:
for _ in range(loops):
model_params.extend(model_list)
#print(f"[Debug] CR Cycle Models:{model_params}")
if mode == "Off":
return (model, clip, show_help, )
elif mode == "Sequential":
if current_frame == 0:
return (model, clip, show_help, )
else:
# Calculate the index of the current model based on the current_frame and frame_interval
current_model_index = (current_frame // frame_interval) % len(model_params)
#print(f"[Debug] CR Cycle Models:{current_model_index}")
# Get the parameters of the current model
current_model_params = model_params[current_model_index]
model_alias, ckpt_name = current_model_params
print(f"[Info] CR Cycle Models: Current model is {ckpt_name}")
# Load the current model
ckpt_path = folder_paths.get_full_path("checkpoints", ckpt_name)
out = comfy.sd.load_checkpoint_guess_config(ckpt_path, output_vae=True, output_clip=True,
embedding_directory=folder_paths.get_folder_paths("embeddings"))
return (out, show_help, )
#else:
# return (model, clip)
#---------------------------------------------------------------------------------------------------------------------#
class CR_CycleLoRAs:
@classmethod
def INPUT_TYPES(s):
modes = ["Off", "Sequential"]
return {"required": {"mode": (modes,),
"model": ("MODEL",),
"clip": ("CLIP",),
"lora_list": ("LORA_LIST",),
"frame_interval": ("INT", {"default": 30, "min": 0, "max": 999, "step": 1,}),
"loops": ("INT", {"default": 1, "min": 1, "max": 1000}),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
},
}
RETURN_TYPES = ("MODEL", "CLIP", "STRING", )
RETURN_NAMES = ("MODEL", "CLIP", "show_help", )
FUNCTION = "cycle"
CATEGORY = icons.get("Comfyroll/Animation/Legacy")
def cycle(self, mode, model, clip, lora_list, frame_interval, loops, current_frame):
show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/Cycler-Nodes#cr-cycle-loras"
# Initialize the list
lora_params = list()
# Extend lora_params with lora_list items
if lora_list:
for _ in range(loops):
lora_params.extend(lora_list)
#print(f"[Debug] CR Cycle LoRAs:{lora_params}")
else:
return (model, clip, show_help, )
if mode == "Sequential":
# Calculate the index of the current LoRA based on the current_frame and frame_interval
current_lora_index = (current_frame // frame_interval) % len(lora_params)
#print(f"[Debug] CR Cycle LoRAs:{current_lora_index}")
# Get the parameters of the current LoRA
current_lora_params = lora_params[current_lora_index]
lora_alias, lora_name, model_strength, clip_strength = current_lora_params
# Load the current LoRA
lora_path = folder_paths.get_full_path("loras", lora_name)
lora = comfy.utils.load_torch_file(lora_path, safe_load=True)
print(f"[Info] CR_CycleLoRAs: Current LoRA is {lora_name}")
# Apply the current LoRA to the model and clip
model_lora, clip_lora = comfy.sd.load_lora_for_models(
model, clip, lora, model_strength, clip_strength)
return (model_lora, clip_lora, show_help, )
else:
return (model, clip, show_help, )
#---------------------------------------------------------------------------------------------------------------------#
class CR_CycleText:
@classmethod
def INPUT_TYPES(s):
modes = ["Sequential"]
return {"required": {"mode": (modes,),
"text_list": ("TEXT_LIST",),
"frame_interval": ("INT", {"default": 30, "min": 0, "max": 999, "step": 1,}),
"loops": ("INT", {"default": 1, "min": 1, "max": 1000}),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
},
}
RETURN_TYPES = ("STRING", "STRING", )
RETURN_NAMES = ("STRING", "show_help", )
FUNCTION = "cycle_text"
CATEGORY = icons.get("Comfyroll/Animation/Legacy")
def cycle_text(self, mode, text_list, frame_interval, loops, current_frame,):
# Initialize the list
text_params = list()
# Extend text_params with text_list items
if text_list:
for _ in range(loops):
text_params.extend(text_list)
#print(f"[Debug] CR Cycle Text:{text_params}")
if mode == "Sequential":
# Calculate the index of the current text string based on the current_frame and frame_interval
current_text_index = (current_frame // frame_interval) % len(text_params)
#print(f"[Debug] CR Cycle Text:{current_text_index}")
# Get the parameters of the current text
current_text_params = text_params[current_text_index]
print(f"[Debug] CR Cycle Text:{current_text_params}")
text_alias, current_text_item = current_text_params
#print(f"[Debug] CR Cycle Text:{current_text_item}")
show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/Cycler-Nodes#cr-cycle-text"
return (current_text_item, show_help, )
#---------------------------------------------------------------------------------------------------------------------#
class CR_CycleTextSimple:
@classmethod
def INPUT_TYPES(s):
modes = ["Sequential"]
return {"required": {"mode": (modes,),
"frame_interval": ("INT", {"default": 30, "min": 0, "max": 999, "step": 1,}),
"loops": ("INT", {"default": 1, "min": 1, "max": 1000}),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
},
"optional": {"text_1": ("STRING", {"multiline": False, "default": ""}),
"text_2": ("STRING", {"multiline": False, "default": ""}),
"text_3": ("STRING", {"multiline": False, "default": ""}),
"text_4": ("STRING", {"multiline": False, "default": ""}),
"text_5": ("STRING", {"multiline": False, "default": ""}),
"text_list_simple": ("TEXT_LIST_SIMPLE",),
},
}
RETURN_TYPES = ("STRING", "STRING", )
RETURN_NAMES = ("STRING", "show_help", )
FUNCTION = "cycle_text"
CATEGORY = icons.get("Comfyroll/Animation/Legacy")
def cycle_text(self, mode, frame_interval, loops, current_frame,
text_1, text_2, text_3, text_4, text_5,
text_list_simple=None ):
# Initialize the list
text_params = list()
text_list = list()
if text_1 != "":
text_list.append(text_1)
if text_2 != "":
text_list.append(text_2)
if text_3 != "":
text_list.append(text_3)
if text_4 != "":
text_list.append(text_4)
if text_5 != "":
text_list.append(text_5)
# Extend text_params with text items
for _ in range(loops):
if text_list_simple:
text_params.extend(text_list_simple)
text_params.extend(text_list)
#print(f"[Debug] CR Cycle Text:{len(text_params)}")
#print(f"[Debug] CR Cycle Text:{text_params}")
if mode == "Sequential":
# Calculate the index of the current text string based on the current_frame and frame_interval
current_text_index = (current_frame // frame_interval) % len(text_params)
#print(f"[Debug] CR Cycle Text:{current_text_index}")
# Get the parameters of the current text
current_text_item = text_params[current_text_index]
#print(f"[Debug] CR Cycle Text
show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/Cycler-Nodes#cr-cycle-text-simple"
return (current_text_item, show_help, )
#---------------------------------------------------------------------------------------------------------------------#
class CR_CycleImages:
@classmethod
def INPUT_TYPES(s):
modes = ["Sequential"]
return {"required": {"mode": (modes,),
"image_list": ("IMAGE_LIST",),
"frame_interval": ("INT", {"default": 30, "min": 0, "max": 999, "step": 1,}),
"loops": ("INT", {"default": 1, "min": 1, "max": 1000}),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
},
}
RETURN_TYPES = ("IMAGE", "STRING", )
RETURN_NAMES = ("IMAGE", "show_help", )
FUNCTION = "cycle"
CATEGORY = icons.get("Comfyroll/Animation/Legacy")
def cycle(self, mode, image_list, frame_interval, loops, current_frame,):
# Initialize the list
image_params = list()
# Extend image_params with image_list items
if image_list:
for _ in range(loops):
image_params.extend(image_list)
if mode == "Sequential":
# Calculate the index of the current image string based on the current_frame and frame_interval
current_image_index = (current_frame // frame_interval) % len(image_params)
print(f"[Debug] CR Cycle Image:{current_image_index}")
# Get the parameters of the current image
current_image_params = image_params[current_image_index]
image_alias, current_image_item = current_image_params
show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/Cycler-Nodes#cr-cycle-images"
return (current_image_item, show_help, )
#---------------------------------------------------------------------------------------------------------------------#
class CR_CycleImagesSimple:
@classmethod
def INPUT_TYPES(s):
modes = ["Sequential"]
return {"required": {"mode": (modes,),
"frame_interval": ("INT", {"default": 30, "min": 0, "max": 999, "step": 1,}),
"loops": ("INT", {"default": 1, "min": 1, "max": 1000}),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,})
},
"optional": {"image_1": ("IMAGE",),
"image_2": ("IMAGE",),
"image_3": ("IMAGE",),
"image_4": ("IMAGE",),
"image_5": ("IMAGE",),
"image_list_simple": ("IMAGE_LIST_SIMPLE",)
}
}
RETURN_TYPES = ("IMAGE", "STRING", )
RETURN_NAMES = ("IMAGE", "show_help", )
FUNCTION = "cycle_image"
CATEGORY = icons.get("Comfyroll/Animation/Legacy")
def cycle_image(self, mode, frame_interval, loops, current_frame,
image_1=None, image_2=None, image_3=None, image_4=None, image_5=None,
image_list_simple=None ):
# Initialize the list
image_params = list()
image_list = list()
if image_1 != None:
image_list.append(image_1),
if image_2 != None:
image_list.append(image_2),
if image_3 != None:
image_list.append(image_3),
if image_4 != None:
image_list.append(image_4),
if image_5 != None:
image_list.append(image_5),
# Extend image_params with image items
for _ in range(loops):
if image_list_simple:
image_params.extend(image_list_simple)
image_params.extend(image_list)
if mode == "Sequential":
# Calculate the index of the current image string based on the current_frame and frame_interval
current_image_index = (current_frame // frame_interval) % len(image_params)
print(f"[Debug] CR Cycle Text:{current_image_index}")
# Get the parameters of the current image
current_image_item = image_params[current_image_index]
show_help = "https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki/Cycler-Nodes#cr-cycle-images-simple"
return (current_image_item, show_help, )
#---------------------------------------------------------------------------------------------------------------------#
# MAPPINGS
#---------------------------------------------------------------------------------------------------------------------#
# For reference only, actual mappings are in __init__.py
# 6 nodes
'''
NODE_CLASS_MAPPINGS = {
### Cyclers
"CR Cycle Models":CR_CycleModels,
"CR Cycle LoRAs":CR_CycleLoRAs,
"CR Cycle Images":CR_CycleImages,
"CR Cycle Images":CR_CycleImagesSimple,
"CR Cycle Text":CR_CycleText,
"CR Cycle Text Simple":CR_CycleTextSimple,
}
'''