import argparse import locale import os import platform import subprocess import sys from mikazuki.launch_utils import (base_dir_path, catch_exception, git_tag, prepare_environment, check_port_avaliable, find_avaliable_ports) from mikazuki.log import log parser = argparse.ArgumentParser(description="GUI for stable diffusion training") parser.add_argument("--host", type=str, default="127.0.0.1") parser.add_argument("--port", type=int, default=28000, help="Port to run the server on") parser.add_argument("--listen", action="store_true") parser.add_argument("--skip-prepare-environment", action="store_true") parser.add_argument("--skip-prepare-onnxruntime", action="store_true") parser.add_argument("--disable-tensorboard", action="store_true") parser.add_argument("--disable-tageditor", action="store_true") parser.add_argument("--disable-auto-mirror", action="store_true") parser.add_argument("--tensorboard-host", type=str, default="127.0.0.1", help="Port to run the tensorboard") parser.add_argument("--tensorboard-port", type=int, default=6006, help="Port to run the tensorboard") parser.add_argument("--localization", type=str) parser.add_argument("--dev", action="store_true") @catch_exception def run_tensorboard(): log.info("Starting tensorboard...") subprocess.Popen([sys.executable, "-m", "tensorboard.main", "--logdir", "logs", "--host", args.tensorboard_host, "--port", str(args.tensorboard_port)]) @catch_exception def run_tag_editor(): log.info("Starting tageditor...") cmd = [ sys.executable, base_dir_path() / "mikazuki/dataset-tag-editor/scripts/launch.py", "--port", "28001", "--shadow-gradio-output", "--root-path", "/proxy/tageditor" ] if args.localization: cmd.extend(["--localization", args.localization]) else: l = locale.getdefaultlocale()[0] if l and l.startswith("zh"): cmd.extend(["--localization", "zh-Hans"]) subprocess.Popen(cmd) def launch(): log.info("Starting SD-Trainer Mikazuki GUI...") log.info(f"Base directory: {base_dir_path()}, Working directory: {os.getcwd()}") log.info(f"{platform.system()} Python {platform.python_version()} {sys.executable}") if not args.skip_prepare_environment: prepare_environment(disable_auto_mirror=args.disable_auto_mirror, skip_prepare_onnxruntime=args.skip_prepare_onnxruntime) if not check_port_avaliable(args.port): avaliable = find_avaliable_ports(30000, 30000+20) if avaliable: args.port = avaliable else: log.error("port finding fallback error") log.info(f"SD-Trainer Version: {git_tag(base_dir_path())}") os.environ["MIKAZUKI_HOST"] = args.host os.environ["MIKAZUKI_PORT"] = str(args.port) os.environ["MIKAZUKI_TENSORBOARD_HOST"] = args.tensorboard_host os.environ["MIKAZUKI_TENSORBOARD_PORT"] = str(args.tensorboard_port) os.environ["MIKAZUKI_DEV"] = "1" if args.dev else "0" if args.listen: args.host = "0.0.0.0" args.tensorboard_host = "0.0.0.0" if not args.disable_tageditor: run_tag_editor() if not args.disable_tensorboard: run_tensorboard() import uvicorn log.info(f"Server started at http://{args.host}:{args.port}") uvicorn.run("mikazuki.app:app", host=args.host, port=args.port, log_level="error") if __name__ == "__main__": args, _ = parser.parse_known_args() launch()