File size: 16,706 Bytes
4450790 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 |
#---------------------------------------------------------------------------------------------------------------------#
# 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,
}
'''
|