NexQuant/rdagent/app/cli.py

"""
CLI entrance for all rdagent application.

This will 
- make rdagent a nice entry and
- autoamtically load dotenv
"""
import subprocess
from importlib.resources import path as rpath

import fire
from dotenv import load_dotenv

from rdagent.app.data_mining.model import main as med_model
from rdagent.app.general_model.general_model import (
    extract_models_and_implement as general_model,
)
from rdagent.app.qlib_rd_loop.factor import main as fin_factor
from rdagent.app.qlib_rd_loop.factor_from_report import main as fin_factor_report
from rdagent.app.qlib_rd_loop.model import main as fin_model

load_dotenv()


def ui(port=80, log_dir="./log"):
    """
    start web app to show the log traces.
    """
    with rpath("rdagent.log.ui", "app.py") as app_path:
        subprocess.run(["streamlit", "run", app_path, f"--server.port={port}", "--", f"--log_dir={log_dir}"])


def app():
    fire.Fire(
        {
            "fin_factor": fin_factor,
            "fin_factor_report": fin_factor_report,
            "fin_model": fin_model,
            "med_model": med_model,
            "general_model": general_model,
            "ui": ui,
        }
    )