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import gradio as gr
from gradio.components import Component
from typing import Any, Dict, List
from llmtuner.webui.common import get_model_path, list_dataset, load_config
from llmtuner.webui.locales import LOCALES
from llmtuner.webui.utils import get_time
class Manager:
def __init__(self, elem_list: List[Dict[str, Component]]):
self.elem_list = elem_list
def gen_refresh(self, lang: str) -> Dict[str, Any]:
refresh_dict = {
"dataset": {"choices": list_dataset()["choices"]},
"output_dir": {"value": get_time()}
}
user_config = load_config()
if not lang:
if user_config.get("lang", None):
lang = user_config["lang"]
else:
lang = "en"
refresh_dict["lang"] = {"value": lang}
if user_config.get("last_model", None):
refresh_dict["model_name"] = {"value": user_config["last_model"]}
refresh_dict["model_path"] = {"value": get_model_path(user_config["last_model"])}
return refresh_dict
def gen_label(self, lang: str) -> Dict[Component, Dict[str, Any]]: # cannot use TYPE_CHECKING
update_dict = {}
refresh_dict = self.gen_refresh(lang)
for elems in self.elem_list:
for name, component in elems.items():
update_dict[component] = gr.update(
**LOCALES[name][refresh_dict["lang"]["value"]], **refresh_dict.get(name, {})
)
return update_dict
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