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#-----------------------------------------------------------------------------------------------------------#
# CR Animation Nodes by RockOfFire and Akatsuzi https://github.com/RockOfFire/CR-Animation-Nodes
# for ComfyUI https://github.com/comfyanonymous/ComfyUI
#-----------------------------------------------------------------------------------------------------------#
import comfy.sd
import os
import sys
import folder_paths
from nodes import LoraLoader
from ..animation_nodes.functions import keyframe_scheduler, prompt_scheduler
from ..categories import icons
#-----------------------------------------------------------------------------------------------------------#
# NODES
#-----------------------------------------------------------------------------------------------------------#
# Schedulers
#-----------------------------------------------------------------------------------------------------------#
class CR_PromptWeightScheduler:
@classmethod
def INPUT_TYPES(s):
modes = ["Default Value", "Schedule"]
return {"required": {"mode": (modes,),
"current_prompt": ("STRING", {"multiline": False, "default": "prepend text"}),
"next_prompt": ("STRING", {"multiline": False, "default": "append text"}),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
"schedule_alias": ("STRING", {"default": "", "multiline": False}),
"default_text": ("STRING", {"default": "default prompt", "multiline": False}),
"schedule_format": (["CR", "Deforum"],),
},
"optional": {"schedule": ("SCHEDULE",),
}
}
RETURN_TYPES = ("STRING", "STRING", "FLOAT", )
RETURN_NAMES = ("current_prompt", "next_prompt", "weight", )
FUNCTION = "schedule"
CATEGORY = icons.get("Comfyroll/Animation/Schedulers")
def schedule(self, mode, current_prompt, next_prompt, current_frame, schedule_alias, default_value, schedule_format, schedule=None):
if mode == "Default Value":
print(f"[Info] CR Prompt Weight Scheduler: Scheduler {schedule_alias} is disabled")
text_out = default_value
return (text_out,)
# Get params
params = keyframe_scheduler(schedule, schedule_alias, current_frame)
# Handle case where there is no schedule line for frame 0
if params == "":
if current_frame == 0:
print(f"[Warning] CR Prompt Weight Scheduler. No frame 0 found in schedule. Starting with default value at frame 0")
text_out = default_value,
else:
# Try the params
try:
weight = float(params)
except ValueError:
print(f"[Warning] CR Prompt Weight Scheduler. Invalid params: {params}")
return()
# Insert prepend and append text
current_prompt_out = default_text
next_prompt_out = default_text
return (current_prompt_out, next_prompt_out, weight_out, )
#-----------------------------------------------------------------------------------------------------------#
class CR_LoadScheduledControlNets:
@classmethod
def INPUT_TYPES(s):
modes = ["Off", "Load default ControlNet", "Schedule"]
return {"required": {"mode": (modes,),
"conditioning": ("CONDITIONING", ),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
"schedule_alias": ("STRING", {"default": "", "multiline": False}),
"default_controlnet": (folder_paths.get_filename_list("loras"), ),
"strength": ("FLOAT", {"default": 1.0, "min": -10.0, "max": 10.0, "step": 0.01}),
"schedule_format": (["CR", "Deforum"],)
},
"optional": {"controlnet_list": ("CONTROLNET_LIST",),
"schedule": ("SCHEDULE",)
},
}
RETURN_TYPES = ("CONDITIONING", )
FUNCTION = "schedule"
CATEGORY = icons.get("Comfyroll/Animation/Schedulers")
def schedule(self, mode, conditioning, current_frame, schedule_alias, default_controlnet, strength, schedule_format, controlnet_list=None, schedule=None):
controlnet_name = ""
# Off mode
if mode == "Off":
print(f"[Info] CR Load Scheduled ControlNets. Disabled.")
return (conditioning,)
# Load Default ControlNet mode
if mode == "Load default ControlNet":
if default_controlnet == None:
return (conditioning,)
if strength_model == 0 and strength_clip == 0:
return (conditioning,)
model, clip = ControlNetLoader().load_controlnet(control_net_name)
print(f"[Info] CR Load Scheduled ControlNets. Loading default ControlNet {controlnet_name}.")
return (conditioning,)
# Get params
params = keyframe_scheduler(schedule, schedule_alias, current_frame)
# Handle case where there is no schedule line for a frame
if params == "":
print(f"[Warning] CR Load Scheduled ControlNets. No ControlNet specified in schedule for frame {current_frame}. Using default controlnet.")
if default_controlnet != None:
conditioning = LoraLoader().load_controlnet(model, clip, default_controlnet, strength_model, strength_clip)
return (conditioning,)
else:
# Unpack the parameters
parts = params.split(',')
if len(parts) == 3:
s_controlnet_alias = parts[0].strip()
s_strength_model = float(parts[1].strip())
s_strength_clip = float(parts[1].strip())
else:
print(f"[Warning] CR Load Scheduled ControlNets. Skipped invalid line: {line}")
return()
# Iterate through the LoRA list to get the LoRA name
for l_controlnet_alias, l_controlnet_name, l_strength_model, l_strength_clip in controlnet_list:
print(l_controlnet_alias, l_controlnet_name, l_strength_model, l_strength_clip)
if l_controlnet_alias == s_controlnet_alias:
print(f"[Info] CR Load Scheduled ControlNets. LoRA alias match found for {s_controlnet_alias}")
controlnet_name = l_controlnet_name
break # Exit the loop early once a match is found, ignores any duplicate matches
# Check if a matching LoRA has been found
if controlnet_name == "":
print(f"[Info] CR Load Scheduled ControlNets. No ControlNet alias match found for {s_controlnet_alias}. Frame {current_frame}.")
return()
else:
print(f"[Info] CR Load Scheduled ControlNets. controlnet_name {controlnet_name}")
# Load the new LoRA
model, clip = LoraLoader().load_controlnet(model, clip, controlnet_name, s_strength_model, s_strength_clip)
print(f"[Debug] CR Load Scheduled ControlNets. Loading new controlnet {controlnet_name}")
return (conditioning,)
#-----------------------------------------------------------------------------------------------------------#
class CR_ScheduleCameraMovements:
@classmethod
def INPUT_TYPES(s):
return {"required": {"image": ("IMAGE",),
"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
"max_frames": ("INT", {"default": 1, "min": 1, "max": 10000}),
"schedule": ("SCHEDULE",),
"schedule_alias": ("STRING", {"default": "", "multiline": False}),
"schedule_format": (["CR", "Deforum"],),
},
}
RETURN_TYPES = ("IMAGE", )
RETURN_NAMES = ("IMAGE", )
FUNCTION = "get_image"
CATEGORY = icons.get("Comfyroll/Animation/Schedulers")
def get_image(self, image, camera_schedule, current_frame, max_frames, schedule_format, ):
image_out = image1
return (image_out,)
#-----------------------------------------------------------------------------------------------------------#
class CR_ScheduleStyles:
@classmethod
def INPUT_TYPES(s):
return {"required": {"current_frame": ("INT", {"default": 0.0, "min": 0.0, "max": 9999.0, "step": 1.0,}),
"max_frames": ("INT", {"default": 120, "min": 1, "max": 10000}),
"schedule": ("SCHEDULE",),
"schedule_alias": ("STRING", {"default": "", "multiline": False}),
"schedule_format": (["CR", "Deforum"],),
},
"optional": {"style_list": ("STYLE_LIST",),
}
}
RETURN_TYPES = ("STYLE", )
RETURN_NAMES = ("STYLE", )
FUNCTION = "schedule"
CATEGORY = icons.get("Comfyroll/Animation/Schedulers")
def schedule(self, current_frame, max_frames, schedule, schedule_alias, schedule_format, style_list=None):
#loop through tuple list in schedule
#expand tuples
#do something
#return output
return (None,)
#-----------------------------------------------------------------------------------------------------------#
# MAPPINGS
#-----------------------------------------------------------------------------------------------------------#
# For reference only, actual mappings are in __init__.py
# 11 nodes
'''
NODE_CLASS_MAPPINGS = {
# Schedulers
"CR Simple Prompt Scheduler":CR_SimplePromptScheduler,
"CR Load Scheduled ControlNets":CR_LoadScheduledControlNets,
"CR Prompt Weight Scheduler":CR_PromptWeightScheduler,
"CR Schedule Camera Movements":CR_ScheduleCameraMovements,
"CR Schedule Styles":CR_ScheduleStyles,
"CR Schedule ControlNets":CR_ScheduleControlNets,
}
'''
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