129 lines
5.7 KiB
Python
129 lines
5.7 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 AVAILABLE_MODELS, NO_HALF_HELP, CPU_OFFLOAD_HELP, DISABLE_NSFW_HELP, \
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SD_CPU_TEXTENCODER_HELP, LOCAL_FILES_ONLY_HELP, AVAILABLE_DEVICES, ENABLE_XFORMERS_HELP, MODEL_DIR_HELP, \
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OUTPUT_DIR_HELP, INPUT_HELP, GUI_HELP, DEFAULT_DEVICE, NO_GUI_AUTO_CLOSE_HELP, DEFAULT_MODEL_DIR
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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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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("--config-installer", action="store_true",
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help="Open config web page, mainly for windows installer")
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parser.add_argument("--load-installer-config", action="store_true",
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help="Load all cmd args from installer config file")
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parser.add_argument("--installer-config", default=None, help="Config file for windows installer")
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parser.add_argument("--model", default="lama", 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("--sd-cpu-textencoder", action="store_true", help=SD_CPU_TEXTENCODER_HELP)
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parser.add_argument("--local-files-only", action="store_true", help=LOCAL_FILES_ONLY_HELP)
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parser.add_argument("--enable-xformers", action="store_true", help=ENABLE_XFORMERS_HELP)
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parser.add_argument("--device", default=DEFAULT_DEVICE, type=str, choices=AVAILABLE_DEVICES)
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parser.add_argument("--gui", action="store_true", help=GUI_HELP)
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parser.add_argument("--no-gui-auto-close", action="store_true", help=NO_GUI_AUTO_CLOSE_HELP)
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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("--model-dir", type=str, default=DEFAULT_MODEL_DIR, help=MODEL_DIR_HELP)
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parser.add_argument("--disable-model-switch", action="store_true", help="Disable model switch in frontend")
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parser.add_argument("--debug", action="store_true")
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# useless args
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parser.add_argument(
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"--hf_access_token",
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default="",
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help="SD model no more need token: https://github.com/huggingface/diffusers/issues/1447",
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)
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parser.add_argument(
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"--sd-disable-nsfw",
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action="store_true",
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help="Disable Stable Diffusion NSFW checker",
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)
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parser.add_argument(
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"--sd-run-local",
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action="store_true",
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help="SD model no more need token, use --local-files-only to set not connect to huggingface server",
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)
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parser.add_argument(
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"--sd-enable-xformers",
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action="store_true",
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help="Enable xFormers optimizations. Requires that xformers package has been installed. See: https://github.com/facebookresearch/xformers"
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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.config_installer:
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if args.installer_config is None:
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parser.error(f"args.config_installer==True, must set args.installer_config to store config file")
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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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from lama_cleaner.web_config import load_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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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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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(f"invalid --input: {args.input} is a directory, --output-dir is required")
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else:
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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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