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)
output_directory = os.path.join(os.path.dirname(os.path.realpath(__file__)), "output")
temp_directory = os.path.join(os.path.dirname(os.path.realpath(__file__)), "temp")
input_directory = os.path.join(os.path.dirname(os.path.realpath(__file__)), "input")
if not os.path.exists(input_directory):
os.makedirs(input_directory)
def set_output_directory(output_dir):
global output_directory
output_directory = output_dir
def get_output_directory():
global output_directory
return output_directory
def get_temp_directory():
global temp_directory
return temp_directory
def get_input_directory():
global input_directory
return input_directory
#NOTE: used in http server so don't put folders that should not be accessed remotely
def get_directory_by_type(type_name):
if type_name == "output":
return get_output_directory()
if type_name == "temp":
return get_temp_directory()
if type_name == "input":
return get_input_directory()
return None
def add_model_folder_path(folder_name, full_folder_path):
global folder_names_and_paths
if folder_name in folder_names_and_paths:
folder_names_and_paths[folder_name][0].append(full_folder_path)
def get_folder_paths(folder_name):
return folder_names_and_paths[folder_name][0][:]
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 = set()
folders = folder_names_and_paths[folder_name]
for x in folders[0]:
output_list.update(filter_files_extensions(recursive_search(x), folders[1]))
return sorted(list(output_list))