import os import sys import time import importlib import signal import re from fastapi import FastAPI from fastapi.middleware.cors import CORSMiddleware from fastapi.middleware.gzip import GZipMiddleware from packaging import version import logging logging.getLogger("xformers").addFilter(lambda record: 'A matching Triton is not available' not in record.getMessage()) from modules import import_hook, errors, extra_networks from modules import extra_networks_hypernet, ui_extra_networks_hypernets, ui_extra_networks_textual_inversion from modules.call_queue import wrap_queued_call, queue_lock, wrap_gradio_gpu_call import torch # Truncate version number of nightly/local build of PyTorch to not cause exceptions with CodeFormer or Safetensors if ".dev" in torch.__version__ or "+git" in torch.__version__: torch.__version__ = re.search(r'[\d.]+[\d]', torch.__version__).group(0) from modules import shared, devices, sd_samplers, upscaler, extensions, localization, ui_tempdir, ui_extra_networks import modules.codeformer_model as codeformer import modules.face_restoration import modules.gfpgan_model as gfpgan import modules.img2img import modules.lowvram import modules.paths import modules.scripts import modules.sd_hijack import modules.sd_models import modules.sd_vae import modules.txt2img import modules.script_callbacks import modules.textual_inversion.textual_inversion import modules.progress import modules.ui from modules import modelloader from modules.shared import cmd_opts import modules.hypernetworks.hypernetwork if cmd_opts.server_name: server_name = cmd_opts.server_name else: server_name = "0.0.0.0" if cmd_opts.listen else None def check_versions(): expected_torch_version = "1.13.1" if version.parse(torch.__version__) < version.parse(expected_torch_version): errors.print_error_explanation(f""" You are running torch {torch.__version__}. The program is tested to work with torch {expected_torch_version}. To reinstall the desired version, run with commandline flag --reinstall-torch. Beware that this will cause a lot of large files to be downloaded. """.strip()) expected_xformers_version = "0.0.16rc425" if shared.xformers_available: import xformers if version.parse(xformers.__version__) < version.parse(expected_xformers_version): errors.print_error_explanation(f""" You are running xformers {xformers.__version__}. The program is tested to work with xformers {expected_xformers_version}. To reinstall the desired version, run with commandline flag --reinstall-xformers. """.strip()) def initialize(): check_versions() extensions.list_extensions() localization.list_localizations(cmd_opts.localizations_dir) if cmd_opts.ui_debug_mode: shared.sd_upscalers = upscaler.UpscalerLanczos().scalers modules.scripts.load_scripts() return modelloader.cleanup_models() modules.sd_models.setup_model() codeformer.setup_model(cmd_opts.codeformer_models_path) gfpgan.setup_model(cmd_opts.gfpgan_models_path) shared.face_restorers.append(modules.face_restoration.FaceRestoration()) modelloader.list_builtin_upscalers() modules.scripts.load_scripts() modelloader.load_upscalers() modules.sd_vae.refresh_vae_list() modules.textual_inversion.textual_inversion.list_textual_inversion_templates() try: modules.sd_models.load_model() except Exception as e: errors.display(e, "loading stable diffusion model") print("", file=sys.stderr) print("Stable diffusion model failed to load, exiting", file=sys.stderr) exit(1) shared.opts.data["sd_model_checkpoint"] = shared.sd_model.sd_checkpoint_info.title shared.opts.onchange("sd_model_checkpoint", wrap_queued_call(lambda: modules.sd_models.reload_model_weights())) shared.opts.onchange("sd_vae", wrap_queued_call(lambda: modules.sd_vae.reload_vae_weights()), call=False) shared.opts.onchange("sd_vae_as_default", wrap_queued_call(lambda: modules.sd_vae.reload_vae_weights()), call=False) shared.opts.onchange("temp_dir", ui_tempdir.on_tmpdir_changed) shared.reload_hypernetworks() ui_extra_networks.intialize() ui_extra_networks.register_page(ui_extra_networks_textual_inversion.ExtraNetworksPageTextualInversion()) ui_extra_networks.register_page(ui_extra_networks_hypernets.ExtraNetworksPageHypernetworks()) extra_networks.initialize() extra_networks.register_extra_network(extra_networks_hypernet.ExtraNetworkHypernet()) if cmd_opts.tls_keyfile is not None and cmd_opts.tls_keyfile is not None: try: if not os.path.exists(cmd_opts.tls_keyfile): print("Invalid path to TLS keyfile given") if not os.path.exists(cmd_opts.tls_certfile): print(f"Invalid path to TLS certfile: '{cmd_opts.tls_certfile}'") except TypeError: cmd_opts.tls_keyfile = cmd_opts.tls_certfile = None print("TLS setup invalid, running webui without TLS") else: print("Running with TLS") # make the program just exit at ctrl+c without waiting for anything def sigint_handler(sig, frame): print(f'Interrupted with signal {sig} in {frame}') os._exit(0) signal.signal(signal.SIGINT, sigint_handler) def setup_cors(app): if cmd_opts.cors_allow_origins and cmd_opts.cors_allow_origins_regex: app.add_middleware(CORSMiddleware, allow_origins=cmd_opts.cors_allow_origins.split(','), allow_origin_regex=cmd_opts.cors_allow_origins_regex, allow_methods=['*'], allow_credentials=True, allow_headers=['*']) elif cmd_opts.cors_allow_origins: app.add_middleware(CORSMiddleware, allow_origins=cmd_opts.cors_allow_origins.split(','), allow_methods=['*'], allow_credentials=True, allow_headers=['*']) elif cmd_opts.cors_allow_origins_regex: app.add_middleware(CORSMiddleware, allow_origin_regex=cmd_opts.cors_allow_origins_regex, allow_methods=['*'], allow_credentials=True, allow_headers=['*']) def create_api(app): from modules.api.api import Api api = Api(app, queue_lock) return api def wait_on_server(demo=None): while 1: time.sleep(0.5) if shared.state.need_restart: shared.state.need_restart = False time.sleep(0.5) demo.close() time.sleep(0.5) break def api_only(): initialize() app = FastAPI() setup_cors(app) app.add_middleware(GZipMiddleware, minimum_size=1000) api = create_api(app) modules.script_callbacks.app_started_callback(None, app) api.launch(server_name="0.0.0.0" if cmd_opts.listen else "127.0.0.1", port=cmd_opts.port if cmd_opts.port else 7861) def webui(): launch_api = cmd_opts.api initialize() while 1: if shared.opts.clean_temp_dir_at_start: ui_tempdir.cleanup_tmpdr() modules.script_callbacks.before_ui_callback() shared.demo = modules.ui.create_ui() if cmd_opts.gradio_queue: shared.demo.queue(64) app, local_url, share_url = shared.demo.launch( share=cmd_opts.share, server_name=server_name, server_port=cmd_opts.port, ssl_keyfile=cmd_opts.tls_keyfile, ssl_certfile=cmd_opts.tls_certfile, debug=cmd_opts.gradio_debug, auth=[tuple(cred.split(':')) for cred in cmd_opts.gradio_auth.strip('"').split(',')] if cmd_opts.gradio_auth else None, inbrowser=cmd_opts.autolaunch, prevent_thread_lock=True ) # after initial launch, disable --autolaunch for subsequent restarts cmd_opts.autolaunch = False # gradio uses a very open CORS policy via app.user_middleware, which makes it possible for # an attacker to trick the user into opening a malicious HTML page, which makes a request to the # running web ui and do whatever the attacker wants, including installing an extension and # running its code. We disable this here. Suggested by RyotaK. app.user_middleware = [x for x in app.user_middleware if x.cls.__name__ != 'CORSMiddleware'] setup_cors(app) app.add_middleware(GZipMiddleware, minimum_size=1000) modules.progress.setup_progress_api(app) if launch_api: create_api(app) modules.script_callbacks.app_started_callback(shared.demo, app) wait_on_server(shared.demo) print('Restarting UI...') sd_samplers.set_samplers() modules.script_callbacks.script_unloaded_callback() extensions.list_extensions() localization.list_localizations(cmd_opts.localizations_dir) modelloader.forbid_loaded_nonbuiltin_upscalers() modules.scripts.reload_scripts() modules.script_callbacks.model_loaded_callback(shared.sd_model) modelloader.load_upscalers() for module in [module for name, module in sys.modules.items() if name.startswith("modules.ui")]: importlib.reload(module) modules.sd_models.list_models() shared.reload_hypernetworks() ui_extra_networks.intialize() ui_extra_networks.register_page(ui_extra_networks_textual_inversion.ExtraNetworksPageTextualInversion()) ui_extra_networks.register_page(ui_extra_networks_hypernets.ExtraNetworksPageHypernetworks()) extra_networks.initialize() extra_networks.register_extra_network(extra_networks_hypernet.ExtraNetworkHypernet()) if __name__ == "__main__": if cmd_opts.nowebui: api_only() else: webui()