244 lines
8.1 KiB
Python
244 lines
8.1 KiB
Python
import os
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import imghdr
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import argparse
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from pathlib import Path
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from loguru import logger
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from lama_cleaner.const import *
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from lama_cleaner.runtime import dump_environment_info
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def parse_args():
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parser = argparse.ArgumentParser(
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formatter_class=argparse.ArgumentDefaultsHelpFormatter
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)
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parser.add_argument("--host", default="127.0.0.1")
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parser.add_argument("--port", default=8080, type=int)
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parser.add_argument(
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"--config-installer",
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action="store_true",
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help="Open config web page, mainly for windows installer",
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)
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parser.add_argument(
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"--load-installer-config",
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action="store_true",
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help="Load all cmd args from installer config file",
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)
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parser.add_argument(
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"--installer-config", default=None, help="Config file for windows installer"
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)
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parser.add_argument("--model", default=DEFAULT_MODEL, choices=AVAILABLE_MODELS)
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parser.add_argument("--no-half", action="store_true", help=NO_HALF_HELP)
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parser.add_argument("--cpu-offload", action="store_true", help=CPU_OFFLOAD_HELP)
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parser.add_argument("--disable-nsfw", action="store_true", help=DISABLE_NSFW_HELP)
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parser.add_argument(
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"--sd-cpu-textencoder", action="store_true", help=SD_CPU_TEXTENCODER_HELP
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)
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parser.add_argument("--sd-controlnet", action="store_true", help=SD_CONTROLNET_HELP)
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parser.add_argument("--sd-local-model-path", default=None, help=SD_LOCAL_MODEL_HELP)
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parser.add_argument(
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"--local-files-only", action="store_true", help=LOCAL_FILES_ONLY_HELP
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)
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parser.add_argument(
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"--enable-xformers", action="store_true", help=ENABLE_XFORMERS_HELP
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)
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parser.add_argument(
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"--device", default=DEFAULT_DEVICE, type=str, choices=AVAILABLE_DEVICES
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)
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parser.add_argument("--gui", action="store_true", help=GUI_HELP)
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parser.add_argument(
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"--no-gui-auto-close", action="store_true", help=NO_GUI_AUTO_CLOSE_HELP
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)
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parser.add_argument(
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"--gui-size",
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default=[1600, 1000],
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nargs=2,
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type=int,
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help="Set window size for GUI",
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)
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parser.add_argument("--input", type=str, default=None, help=INPUT_HELP)
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parser.add_argument("--output-dir", type=str, default=None, help=OUTPUT_DIR_HELP)
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parser.add_argument(
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"--model-dir", type=str, default=DEFAULT_MODEL_DIR, help=MODEL_DIR_HELP
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)
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parser.add_argument(
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"--disable-model-switch",
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action="store_true",
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help="Disable model switch in frontend",
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)
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parser.add_argument(
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"--quality",
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default=95,
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type=int,
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help=QUALITY_HELP,
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)
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# Plugins
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parser.add_argument(
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"--enable-interactive-seg",
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action="store_true",
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help=INTERACTIVE_SEG_HELP,
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)
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parser.add_argument(
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"--interactive-seg-model",
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default="vit_l",
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help=AVAILABLE_INTERACTIVE_SEG_MODELS,
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)
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parser.add_argument(
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"--interactive-seg-device",
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default="cpu",
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help=AVAILABLE_INTERACTIVE_SEG_DEVICES,
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)
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parser.add_argument(
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"--enable-remove-bg",
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action="store_true",
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help=REMOVE_BG_HELP,
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)
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parser.add_argument(
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"--enable-realesrgan",
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action="store_true",
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help=REALESRGAN_HELP,
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)
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parser.add_argument(
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"--realesrgan-device",
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default="cpu",
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type=str,
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choices=REALESRGAN_AVAILABLE_DEVICES,
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)
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parser.add_argument(
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"--realesrgan-model",
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default=RealESRGANModelName.realesr_general_x4v3.value,
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type=str,
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choices=RealESRGANModelNameList,
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)
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parser.add_argument(
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"--realesrgan-no-half",
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action="store_true",
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help="Disable half precision for RealESRGAN",
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)
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parser.add_argument("--enable-gfpgan", action="store_true", help=GFPGAN_HELP)
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parser.add_argument(
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"--gfpgan-device", default="cpu", type=str, choices=GFPGAN_AVAILABLE_DEVICES
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)
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parser.add_argument(
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"--enable-restoreformer", action="store_true", help=RESTOREFORMER_HELP
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)
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parser.add_argument(
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"--restoreformer-device",
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default="cpu",
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type=str,
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choices=RESTOREFORMER_AVAILABLE_DEVICES,
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)
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parser.add_argument(
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"--enable-gif",
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action="store_true",
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help=GIF_HELP,
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)
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parser.add_argument(
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"--install-plugins-package",
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action="store_true",
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)
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#########
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# useless args
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parser.add_argument("--debug", action="store_true", help=argparse.SUPPRESS)
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parser.add_argument("--hf_access_token", default="", help=argparse.SUPPRESS)
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parser.add_argument(
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"--sd-disable-nsfw", action="store_true", help=argparse.SUPPRESS
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)
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parser.add_argument("--sd-run-local", action="store_true", help=argparse.SUPPRESS)
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parser.add_argument(
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"--sd-enable-xformers", action="store_true", help=argparse.SUPPRESS
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)
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args = parser.parse_args()
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# collect system info to help debug
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dump_environment_info()
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if args.install_plugins_package:
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from lama_cleaner.installer import install_plugins_package
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install_plugins_package()
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exit()
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if args.config_installer:
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if args.installer_config is None:
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parser.error(
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f"args.config_installer==True, must set args.installer_config to store config file"
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)
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from lama_cleaner.web_config import main
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logger.info(f"Launching installer web config page")
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main(args.installer_config)
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exit()
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if args.load_installer_config:
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if args.installer_config and not os.path.exists(args.installer_config):
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parser.error(f"args.installer_config={args.installer_config} not exists")
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logger.info(f"Loading installer config from {args.installer_config}")
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_args = load_config(args.installer_config)
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for k, v in vars(_args).items():
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if k in vars(args):
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setattr(args, k, v)
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if args.device == "cuda":
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import torch
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if torch.cuda.is_available() is False:
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parser.error(
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"torch.cuda.is_available() is False, please use --device cpu or check your pytorch installation"
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)
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if args.sd_controlnet:
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if args.model not in SD15_MODELS:
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logger.warning(f"--sd_controlnet only support {SD15_MODELS}")
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if args.sd_local_model_path and args.model == "sd1.5":
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if not os.path.exists(args.sd_local_model_path):
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parser.error(
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f"invalid --sd-local-model-path: {args.sd_local_model_path} not exists"
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)
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if not os.path.isfile(args.sd_local_model_path):
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parser.error(
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f"invalid --sd-local-model-path: {args.sd_local_model_path} is a directory"
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)
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os.environ["U2NET_HOME"] = DEFAULT_MODEL_DIR
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if args.model_dir and args.model_dir is not None:
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if os.path.isfile(args.model_dir):
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parser.error(f"invalid --model-dir: {args.model_dir} is a file")
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if not os.path.exists(args.model_dir):
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logger.info(f"Create model cache directory: {args.model_dir}")
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Path(args.model_dir).mkdir(exist_ok=True, parents=True)
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os.environ["XDG_CACHE_HOME"] = args.model_dir
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os.environ["U2NET_HOME"] = args.model_dir
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if args.input and args.input is not None:
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if not os.path.exists(args.input):
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parser.error(f"invalid --input: {args.input} not exists")
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if os.path.isfile(args.input):
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if imghdr.what(args.input) is None:
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parser.error(f"invalid --input: {args.input} is not a valid image file")
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else:
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if args.output_dir is None:
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parser.error(
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f"invalid --input: {args.input} is a directory, --output-dir is required"
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)
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if args.output_dir is not None:
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output_dir = Path(args.output_dir)
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if not output_dir.exists():
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logger.info(f"Creating output directory: {output_dir}")
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output_dir.mkdir(parents=True)
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else:
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if not output_dir.is_dir():
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parser.error(f"invalid --output-dir: {output_dir} is not a directory")
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return args
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