IOPaint/lama_cleaner/web_config.py

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import json
import os
from datetime import datetime
import gradio as gr
from loguru import logger
from pydantic import BaseModel
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from lama_cleaner.const import (
AVAILABLE_MODELS,
AVAILABLE_DEVICES,
CPU_OFFLOAD_HELP,
NO_HALF_HELP,
DISABLE_NSFW_HELP,
SD_CPU_TEXTENCODER_HELP,
LOCAL_FILES_ONLY_HELP,
ENABLE_XFORMERS_HELP,
MODEL_DIR_HELP,
OUTPUT_DIR_HELP,
INPUT_HELP,
GUI_HELP,
DEFAULT_MODEL,
DEFAULT_DEVICE,
NO_GUI_AUTO_CLOSE_HELP,
DEFAULT_MODEL_DIR, MPS_SUPPORT_MODELS,
)
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_config_file = None
class Config(BaseModel):
host: str = "127.0.0.1"
port: int = 8080
model: str = DEFAULT_MODEL
device: str = DEFAULT_DEVICE
gui: bool = False
no_gui_auto_close: bool = False
no_half: bool = False
cpu_offload: bool = False
disable_nsfw: bool = False
sd_cpu_textencoder: bool = False
enable_xformers: bool = False
local_files_only: bool = False
model_dir: str = DEFAULT_MODEL_DIR
input: str = None
output_dir: str = None
def load_config(installer_config: str):
if os.path.exists(installer_config):
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with open(installer_config, "r", encoding="utf-8") as f:
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return Config(**json.load(f))
else:
return Config()
def save_config(
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host,
port,
model,
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,
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):
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
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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.Column(scale=0, min_width=100):
# exit_btn = gr.Button(value="Close")
# exit_btn.click(close_server)
with gr.Row():
host = gr.Textbox(init_config.host, label="Host")
port = gr.Number(init_config.port, label="Port", precision=0)
with gr.Row():
model = gr.Radio(AVAILABLE_MODELS, label="Model", value=init_config.model)
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device = gr.Radio(
AVAILABLE_DEVICES, label=f"Device(mps supports {MPS_SUPPORT_MODELS})", value=init_config.device
)
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gui = gr.Checkbox(init_config.gui, label=f"{GUI_HELP}")
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no_gui_auto_close = gr.Checkbox(
init_config.no_gui_auto_close, label=f"{NO_GUI_AUTO_CLOSE_HELP}"
)
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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}")
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disable_nsfw = gr.Checkbox(
init_config.disable_nsfw, label=f"{DISABLE_NSFW_HELP}"
)
sd_cpu_textencoder = gr.Checkbox(
init_config.sd_cpu_textencoder, label=f"{SD_CPU_TEXTENCODER_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}"
)
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model_dir = gr.Textbox(init_config.model_dir, label=f"{MODEL_DIR_HELP}")
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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}"
)
save_btn.click(
save_config,
[
host,
port,
model,
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,
],
message,
)
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demo.launch(inbrowser=True, show_api=False)