The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
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import os
supported_ckpt_extensions = set(['.ckpt', '.pth'])
supported_pt_extensions = set(['.ckpt', '.pt', '.bin', '.pth'])
try:
import safetensors.torch
supported_ckpt_extensions.add('.safetensors')
supported_pt_extensions.add('.safetensors')
except:
print("Could not import safetensors, safetensors support disabled.")
folder_names_and_paths = {}
models_dir = os.path.join(os.path.dirname(os.path.realpath(__file__)), "models")
folder_names_and_paths["checkpoints"] = ([os.path.join(models_dir, "checkpoints")], supported_ckpt_extensions)
folder_names_and_paths["configs"] = ([os.path.join(models_dir, "configs")], [".yaml"])
folder_names_and_paths["loras"] = ([os.path.join(models_dir, "loras")], supported_pt_extensions)
folder_names_and_paths["vae"] = ([os.path.join(models_dir, "vae")], supported_pt_extensions)
folder_names_and_paths["clip"] = ([os.path.join(models_dir, "clip")], supported_pt_extensions)
folder_names_and_paths["clip_vision"] = ([os.path.join(models_dir, "clip_vision")], supported_pt_extensions)
folder_names_and_paths["style_models"] = ([os.path.join(models_dir, "style_models")], supported_pt_extensions)
# folder_names_and_paths["embeddings"] = ([os.path.join(models_dir, "embeddings")], supported_pt_extensions)
folder_names_and_paths["controlnet"] = ([os.path.join(models_dir, "controlnet"), os.path.join(models_dir, "t2i_adapter")], supported_pt_extensions)
folder_names_and_paths["upscale_models"] = ([os.path.join(models_dir, "upscale_models")], supported_pt_extensions)
def add_model_folder(folder_name, full_folder_path):
global folder_names_and_paths
def recursive_search(directory):
result = []
for root, subdir, file in os.walk(directory, followlinks=True):
for filepath in file:
#we os.path,join directory with a blank string to generate a path separator at the end.
result.append(os.path.join(root, filepath).replace(os.path.join(directory,''),''))
return result
def filter_files_extensions(files, extensions):
return sorted(list(filter(lambda a: os.path.splitext(a)[-1].lower() in extensions, files)))
def get_full_path(folder_name, filename):
global folder_names_and_paths
folders = folder_names_and_paths[folder_name]
for x in folders[0]:
full_path = os.path.join(x, filename)
if os.path.isfile(full_path):
return full_path
def get_filename_list(folder_name):
global folder_names_and_paths
output_list = []
folders = folder_names_and_paths[folder_name]
for x in folders[0]:
output_list += filter_files_extensions(recursive_search(x), folders[1])
return output_list