freqtrade_origin/freqtrade/optimize/backtest_caching.py

import hashlib
from copy import deepcopy
from pathlib import Path

import rapidjson


def get_strategy_run_id(strategy) -> str:
    """
    Generate unique identification hash for a backtest run. Identical config and strategy file will
    always return an identical hash.
    :param strategy: strategy object.
    :return: hex string id.
    """
    digest = hashlib.sha1()  # noqa: S324
    config = deepcopy(strategy.config)

    # Options that have no impact on results of individual backtest.
    not_important_keys = ("strategy_list", "original_config", "telegram", "api_server")
    for k in not_important_keys:
        if k in config:
            del config[k]

    # Explicitly allow NaN values (e.g. max_open_trades).
    # as it does not matter for getting the hash.
    digest.update(
        rapidjson.dumps(config, default=str, number_mode=rapidjson.NM_NAN).encode("utf-8")
    )
    # Include _ft_params_from_file - so changing parameter files cause cache eviction
    digest.update(
        rapidjson.dumps(
            strategy._ft_params_from_file, default=str, number_mode=rapidjson.NM_NAN
        ).encode("utf-8")
    )
    with Path(strategy.__file__).open("rb") as fp:
        digest.update(fp.read())
    return digest.hexdigest().lower()


def get_backtest_metadata_filename(filename: Path | str) -> Path:
    """Return metadata filename for specified backtest results file."""
    filename = Path(filename)
    return filename.parent / Path(f"{filename.stem}.meta{filename.suffix}")