69 lines
2.9 KiB
Python
69 lines
2.9 KiB
Python
import os
|
|
from comfy import sd
|
|
|
|
class SD15CLIPLoader:
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
# Path to the 'diffusers/SD15' folder, relative to the script location
|
|
script_dir = os.path.dirname(os.path.realpath(__file__))
|
|
base_path = os.path.join(script_dir, "..", "..", "models", "diffusers", "SD15")
|
|
print(f"SD15CLIPLoader:Base path: {base_path}") # Debug print
|
|
|
|
# Get the list of sub-directories in the 'diffusers/SD15' folder
|
|
try:
|
|
sub_dirs = [d for d in os.listdir(base_path) if os.path.isdir(os.path.join(base_path, d))]
|
|
print(f"Sub-directories: {sub_dirs}") # Debug print
|
|
except FileNotFoundError:
|
|
sub_dirs = []
|
|
print("SD15CLIPLoader:Base path not found.") # Debug print
|
|
|
|
return {"required": {"sub_directory": (sub_dirs,),
|
|
"clip_type": (["stable_diffusion", "stable_cascade"],),
|
|
}}
|
|
|
|
RETURN_TYPES = ("CLIP",)
|
|
FUNCTION = "load_clip"
|
|
CATEGORY = "testing_nodes"
|
|
|
|
def load_clip(self, sub_directory, clip_type="stable_diffusion"):
|
|
# Determine the clip type
|
|
clip_type_enum = sd.CLIPType.STABLE_DIFFUSION
|
|
if clip_type == "stable_cascade":
|
|
clip_type_enum = sd.CLIPType.STABLE_CASCADE
|
|
|
|
# Construct the path to the text_encoder directory
|
|
script_dir = os.path.dirname(os.path.realpath(__file__))
|
|
text_encoder_dir = os.path.join(script_dir, "..", "..", "models", "diffusers", "SD15", sub_directory, "text_encoder")
|
|
print(f"SD15CLIPLoader:Text encoder directory: {text_encoder_dir}") # Debug print
|
|
|
|
# Find the .safetensors file in the text_encoder directory
|
|
text_encoder_file = self.find_safetensors_file(text_encoder_dir)
|
|
text_encoder_path = os.path.join(text_encoder_dir, text_encoder_file)
|
|
print(f"SD15CLIPLoader:Text encoder path: {text_encoder_path}") # Debug print
|
|
|
|
# Ensure the file exists
|
|
if not os.path.exists(text_encoder_path):
|
|
raise FileNotFoundError(f"SD15CLIPLoader:File not found: {text_encoder_path}")
|
|
|
|
# Load the CLIP model using the constructed path
|
|
clip = sd.load_clip(ckpt_paths=[text_encoder_path], embedding_directory=os.path.join(script_dir, "..", "..", "models", "diffusers", "SD15", sub_directory, "embeddings"), clip_type=clip_type_enum)
|
|
return (clip,)
|
|
|
|
@staticmethod
|
|
def find_safetensors_file(directory):
|
|
for file in os.listdir(directory):
|
|
if file.endswith(".safetensors"):
|
|
return file
|
|
raise FileNotFoundError(f"SD15CLIPLoader:No .safetensors file found in {directory}")
|
|
|
|
# Register the node in the ComfyUI framework
|
|
NODE_CLASS_MAPPINGS = {
|
|
"SD15CLIPLoader": SD15CLIPLoader,
|
|
}
|
|
|
|
NODE_DISPLAY_NAME_MAPPINGS = {
|
|
"SD15CLIPLoader": "SD1.5 CLIP Loader",
|
|
}
|
|
|
|
__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS"]
|