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import json
import os
from datetime import datetime
import gradio as gr
from loguru import logger
from lama_cleaner.const import *
_config_file = None
def save_config(
host,
port,
model,
sd_local_model_path,
sd_controlnet,
sd_controlnet_method,
device,
gui,
no_gui_auto_close,
no_half,
cpu_offload,
disable_nsfw,
sd_cpu_textencoder,
enable_xformers,
local_files_only,
model_dir,
input,
output_dir,
quality,
enable_interactive_seg,
interactive_seg_model,
interactive_seg_device,
enable_remove_bg,
enable_anime_seg,
enable_realesrgan,
realesrgan_device,
realesrgan_model,
enable_gfpgan,
gfpgan_device,
enable_restoreformer,
restoreformer_device,
enable_gif,
):
config = Config(**locals())
print(config)
if config.input and not os.path.exists(config.input):
return "[Error] Input file or directory does not exist"
current_time = datetime.now().strftime("%H:%M:%S")
msg = f"[{current_time}] Successful save config to: {os.path.abspath(_config_file)}"
logger.info(msg)
try:
with open(_config_file, "w", encoding="utf-8") as f:
json.dump(config.dict(), f, indent=4, ensure_ascii=False)
except Exception as e:
return f"Save failed: {str(e)}"
return msg
def close_server(*args):
# TODO: make close both browser and server works
import os, signal
pid = os.getpid()
os.kill(pid, signal.SIGUSR1)
def main(config_file: str):
global _config_file
_config_file = config_file
init_config = load_config(config_file)
with gr.Blocks() as demo:
with gr.Row():
with gr.Column(scale=1):
save_btn = gr.Button(value="Save configurations")
message = gr.HTML()
with gr.Tabs():
with gr.Tab("Common"):
with gr.Row():
host = gr.Textbox(init_config.host, label="Host")
port = gr.Number(init_config.port, label="Port", precision=0)
model = gr.Radio(
AVAILABLE_MODELS, label="Model", value=init_config.model
)
device = gr.Radio(
AVAILABLE_DEVICES, label="Device", value=init_config.device
)
quality = gr.Slider(
value=95,
label=f"Image Quality ({QUALITY_HELP})",
minimum=75,
maximum=100,
step=1,
)
with gr.Column():
gui = gr.Checkbox(init_config.gui, label=f"{GUI_HELP}")
no_gui_auto_close = gr.Checkbox(
init_config.no_gui_auto_close, label=f"{NO_GUI_AUTO_CLOSE_HELP}"
)
with gr.Column():
model_dir = gr.Textbox(
init_config.model_dir, label=f"{MODEL_DIR_HELP}"
)
input = gr.Textbox(
init_config.input,
label=f"Input file or directory. {INPUT_HELP}",
)
output_dir = gr.Textbox(
init_config.output_dir,
label=f"Output directory. {OUTPUT_DIR_HELP}",
)
with gr.Tab("Plugins"):
enable_interactive_seg = gr.Checkbox(
init_config.enable_interactive_seg, label=INTERACTIVE_SEG_HELP
)
interactive_seg_model = gr.Radio(
AVAILABLE_INTERACTIVE_SEG_MODELS,
label=f"Segment Anything models. {INTERACTIVE_SEG_MODEL_HELP}",
value=init_config.interactive_seg_model,
)
interactive_seg_device = gr.Radio(
AVAILABLE_INTERACTIVE_SEG_DEVICES,
label="Segment Anything Device",
value=init_config.interactive_seg_device,
)
with gr.Row():
enable_remove_bg = gr.Checkbox(
init_config.enable_remove_bg, label=REMOVE_BG_HELP
)
with gr.Row():
enable_anime_seg = gr.Checkbox(
init_config.enable_anime_seg, label=ANIMESEG_HELP
)
with gr.Row():
enable_realesrgan = gr.Checkbox(
init_config.enable_realesrgan, label=REALESRGAN_HELP
)
realesrgan_device = gr.Radio(
REALESRGAN_AVAILABLE_DEVICES,
label="RealESRGAN Device",
value=init_config.realesrgan_device,
)
realesrgan_model = gr.Radio(
RealESRGANModelNameList,
label="RealESRGAN model",
value=init_config.realesrgan_model,
)
with gr.Row():
enable_gfpgan = gr.Checkbox(
init_config.enable_gfpgan, label=GFPGAN_HELP
)
gfpgan_device = gr.Radio(
GFPGAN_AVAILABLE_DEVICES,
label="GFPGAN Device",
value=init_config.gfpgan_device,
)
with gr.Row():
enable_restoreformer = gr.Checkbox(
init_config.enable_restoreformer, label=RESTOREFORMER_HELP
)
restoreformer_device = gr.Radio(
RESTOREFORMER_AVAILABLE_DEVICES,
label="RestoreFormer Device",
value=init_config.restoreformer_device,
)
enable_gif = gr.Checkbox(init_config.enable_gif, label=GIF_HELP)
with gr.Tab("Diffusion Model"):
sd_local_model_path = gr.Textbox(
init_config.sd_local_model_path, label=f"{SD_LOCAL_MODEL_HELP}"
)
sd_controlnet = gr.Checkbox(
init_config.sd_controlnet, label=f"{SD_CONTROLNET_HELP}"
)
sd_controlnet_method = gr.Radio(
SD_CONTROLNET_CHOICES,
lable="ControlNet method",
value=init_config.sd_controlnet_method,
)
no_half = gr.Checkbox(init_config.no_half, label=f"{NO_HALF_HELP}")
cpu_offload = gr.Checkbox(
init_config.cpu_offload, label=f"{CPU_OFFLOAD_HELP}"
)
sd_cpu_textencoder = gr.Checkbox(
init_config.sd_cpu_textencoder, label=f"{SD_CPU_TEXTENCODER_HELP}"
)
disable_nsfw = gr.Checkbox(
init_config.disable_nsfw, label=f"{DISABLE_NSFW_HELP}"
)
enable_xformers = gr.Checkbox(
init_config.enable_xformers, label=f"{ENABLE_XFORMERS_HELP}"
)
local_files_only = gr.Checkbox(
init_config.local_files_only, label=f"{LOCAL_FILES_ONLY_HELP}"
)
save_btn.click(
save_config,
[
host,
port,
model,
sd_local_model_path,
sd_controlnet,
sd_controlnet_method,
device,
gui,
no_gui_auto_close,
no_half,
cpu_offload,
disable_nsfw,
sd_cpu_textencoder,
enable_xformers,
local_files_only,
model_dir,
input,
output_dir,
quality,
enable_interactive_seg,
interactive_seg_model,
interactive_seg_device,
enable_remove_bg,
enable_anime_seg,
enable_realesrgan,
realesrgan_device,
realesrgan_model,
enable_gfpgan,
gfpgan_device,
enable_restoreformer,
restoreformer_device,
enable_gif,
],
message,
)
demo.launch(inbrowser=True, show_api=False)