from __future__ import annotations

import argparse

import _bootstrap  # noqa: F401
from trader_training.io_utils import add_common_args, setup_logging
from trader_training.nonlinear_pm_probe import probe_nonlinear_pm


def main() -> None:
    parser = argparse.ArgumentParser(description="Run diagnostic nonlinear model PM probe.")
    add_common_args(parser)
    parser.add_argument(
        "--probe-mode",
        choices=("direction_entry_tree", "entry_tree_only"),
        default="direction_entry_tree",
        help="诊断模式：同时替换 Direction+Entry，或只替换 Entry、保留当前 Direction 输出。",
    )
    parser.add_argument(
        "--entry-train-filter",
        choices=("direction_label", "side_opportunity"),
        default="direction_label",
        help="树模型 Entry 的训练人群来源。",
    )
    parser.add_argument("--entry-opportunity-bps", type=float, default=40.0)
    args = parser.parse_args()
    setup_logging()
    probe_nonlinear_pm(args)


if __name__ == "__main__":
    main()