freqtrade_origin/freqtrade/commands/cli_options.py

"""
Definition of cli arguments used in arguments.py
"""

from argparse import SUPPRESS, ArgumentTypeError

from freqtrade import __version__, constants
from freqtrade.constants import HYPEROPT_LOSS_BUILTIN
from freqtrade.enums import CandleType


def check_int_positive(value: str) -> int:
    try:
        uint = int(value)
        if uint <= 0:
            raise ValueError
    except ValueError:
        raise ArgumentTypeError(
            f"{value} is invalid for this parameter, should be a positive integer value"
        )
    return uint


def check_int_nonzero(value: str) -> int:
    try:
        uint = int(value)
        if uint == 0:
            raise ValueError
    except ValueError:
        raise ArgumentTypeError(
            f"{value} is invalid for this parameter, should be a non-zero integer value"
        )
    return uint


class Arg:
    # Optional CLI arguments
    def __init__(self, *args, **kwargs):
        self.cli = args
        self.kwargs = kwargs


# List of available command line options
AVAILABLE_CLI_OPTIONS = {
    # Common options
    "verbosity": Arg(
        "-v",
        "--verbose",
        help="Verbose mode (-vv for more, -vvv to get all messages).",
        action="count",
        default=0,
    ),
    "logfile": Arg(
        "--logfile",
        "--log-file",
        help="Log to the file specified. Special values are: 'syslog', 'journald'. "
        "See the documentation for more details.",
        metavar="FILE",
    ),
    "version": Arg(
        "-V",
        "--version",
        action="version",
        version=f"%(prog)s {__version__}",
    ),
    "config": Arg(
        "-c",
        "--config",
        help=f"Specify configuration file (default: `userdir/{constants.DEFAULT_CONFIG}` "
        f"or `config.json` whichever exists). "
        f"Multiple --config options may be used. "
        f"Can be set to `-` to read config from stdin.",
        action="append",
        metavar="PATH",
    ),
    "datadir": Arg(
        "-d",
        "--datadir",
        "--data-dir",
        help="Path to directory with historical backtesting data.",
        metavar="PATH",
    ),
    "user_data_dir": Arg(
        "--userdir",
        "--user-data-dir",
        help="Path to userdata directory.",
        metavar="PATH",
    ),
    "reset": Arg(
        "--reset",
        help="Reset sample files to their original state.",
        action="store_true",
    ),
    "recursive_strategy_search": Arg(
        "--recursive-strategy-search",
        help="Recursively search for a strategy in the strategies folder.",
        action="store_true",
    ),
    # Main options
    "strategy": Arg(
        "-s",
        "--strategy",
        help="Specify strategy class name which will be used by the bot.",
        metavar="NAME",
    ),
    "strategy_path": Arg(
        "--strategy-path",
        help="Specify additional strategy lookup path.",
        metavar="PATH",
    ),
    "db_url": Arg(
        "--db-url",
        help=f"Override trades database URL, this is useful in custom deployments "
        f"(default: `{constants.DEFAULT_DB_PROD_URL}` for Live Run mode, "
        f"`{constants.DEFAULT_DB_DRYRUN_URL}` for Dry Run).",
        metavar="PATH",
    ),
    "db_url_from": Arg(
        "--db-url-from",
        help="Source db url to use when migrating a database.",
        metavar="PATH",
    ),
    "sd_notify": Arg(
        "--sd-notify",
        help="Notify systemd service manager.",
        action="store_true",
    ),
    "dry_run": Arg(
        "--dry-run",
        help="Enforce dry-run for trading (removes Exchange secrets and simulates trades).",
        action="store_true",
    ),
    "dry_run_wallet": Arg(
        "--dry-run-wallet",
        "--starting-balance",
        help="Starting balance, used for backtesting / hyperopt and dry-runs.",
        type=float,
    ),
    # Optimize common
    "timeframe": Arg(
        "-i",
        "--timeframe",
        help="Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).",
    ),
    "timerange": Arg(
        "--timerange",
        help="Specify what timerange of data to use.",
    ),
    "max_open_trades": Arg(
        "--max-open-trades",
        help="Override the value of the `max_open_trades` configuration setting.",
        type=int,
        metavar="INT",
    ),
    "stake_amount": Arg(
        "--stake-amount",
        help="Override the value of the `stake_amount` configuration setting.",
    ),
    # Backtesting
    "timeframe_detail": Arg(
        "--timeframe-detail",
        help="Specify detail timeframe for backtesting (`1m`, `5m`, `30m`, `1h`, `1d`).",
    ),
    "position_stacking": Arg(
        "--eps",
        "--enable-position-stacking",
        help="Allow buying the same pair multiple times (position stacking).",
        action="store_true",
        default=False,
    ),
    "backtest_show_pair_list": Arg(
        "--show-pair-list",
        help="Show backtesting pairlist sorted by profit.",
        action="store_true",
        default=False,
    ),
    "enable_protections": Arg(
        "--enable-protections",
        "--enableprotections",
        help="Enable protections for backtesting."
        "Will slow backtesting down by a considerable amount, but will include "
        "configured protections",
        action="store_true",
        default=False,
    ),
    "strategy_list": Arg(
        "--strategy-list",
        help="Provide a space-separated list of strategies to backtest. "
        "Please note that timeframe needs to be set either in config "
        "or via command line. When using this together with `--export trades`, "
        "the strategy-name is injected into the filename "
        "(so `backtest-data.json` becomes `backtest-data-SampleStrategy.json`",
        nargs="+",
    ),
    "export": Arg(
        "--export",
        help="Export backtest results (default: trades).",
        choices=constants.EXPORT_OPTIONS,
    ),
    "exportfilename": Arg(
        "--export-filename",
        "--backtest-filename",
        help="Use this filename for backtest results."
        "Requires `--export` to be set as well. "
        "Example: `--export-filename=user_data/backtest_results/backtest_today.json`",
        metavar="PATH",
    ),
    "disableparamexport": Arg(
        "--disable-param-export",
        help="Disable automatic hyperopt parameter export.",
        action="store_true",
    ),
    "fee": Arg(
        "--fee",
        help="Specify fee ratio. Will be applied twice (on trade entry and exit).",
        type=float,
        metavar="FLOAT",
    ),
    "backtest_breakdown": Arg(
        "--breakdown",
        help="Show backtesting breakdown per [day, week, month].",
        nargs="+",
        choices=constants.BACKTEST_BREAKDOWNS,
    ),
    "backtest_cache": Arg(
        "--cache",
        help="Load a cached backtest result no older than specified age (default: %(default)s).",
        default=constants.BACKTEST_CACHE_DEFAULT,
        choices=constants.BACKTEST_CACHE_AGE,
    ),
    # Edge
    "stoploss_range": Arg(
        "--stoplosses",
        help="Defines a range of stoploss values against which edge will assess the strategy. "
        'The format is "min,max,step" (without any space). '
        "Example: `--stoplosses=-0.01,-0.1,-0.001`",
    ),
    # Hyperopt
    "hyperopt": Arg(
        "--hyperopt",
        help=SUPPRESS,
        metavar="NAME",
        required=False,
    ),
    "hyperopt_path": Arg(
        "--hyperopt-path",
        help="Specify additional lookup path for Hyperopt Loss functions.",
        metavar="PATH",
    ),
    "epochs": Arg(
        "-e",
        "--epochs",
        help="Specify number of epochs (default: %(default)d).",
        type=check_int_positive,
        metavar="INT",
        default=constants.HYPEROPT_EPOCH,
    ),
    "spaces": Arg(
        "--spaces",
        help="Specify which parameters to hyperopt. Space-separated list.",
        choices=[
            "all",
            "buy",
            "sell",
            "roi",
            "stoploss",
            "trailing",
            "protection",
            "trades",
            "default",
        ],
        nargs="+",
        default="default",
    ),
    "analyze_per_epoch": Arg(
        "--analyze-per-epoch",
        help="Run populate_indicators once per epoch.",
        action="store_true",
        default=False,
    ),
    "print_all": Arg(
        "--print-all",
        help="Print all results, not only the best ones.",
        action="store_true",
        default=False,
    ),
    "print_colorized": Arg(
        "--no-color",
        help="Disable colorization of hyperopt results. May be useful if you are "
        "redirecting output to a file.",
        action="store_false",
        default=True,
    ),
    "print_json": Arg(
        "--print-json",
        help="Print output in JSON format.",
        action="store_true",
        default=False,
    ),
    "export_csv": Arg(
        "--export-csv",
        help="Export to CSV-File."
        " This will disable table print."
        " Example: --export-csv hyperopt.csv",
        metavar="FILE",
    ),
    "hyperopt_jobs": Arg(
        "-j",
        "--job-workers",
        help="The number of concurrently running jobs for hyperoptimization "
        "(hyperopt worker processes). "
        "If -1 (default), all CPUs are used, for -2, all CPUs but one are used, etc. "
        "If 1 is given, no parallel computing code is used at all.",
        type=int,
        metavar="JOBS",
        default=-1,
    ),
    "hyperopt_random_state": Arg(
        "--random-state",
        help="Set random state to some positive integer for reproducible hyperopt results.",
        type=check_int_positive,
        metavar="INT",
    ),
    "hyperopt_min_trades": Arg(
        "--min-trades",
        help="Set minimal desired number of trades for evaluations in the hyperopt "
        "optimization path (default: 1).",
        type=check_int_positive,
        metavar="INT",
        default=1,
    ),
    "hyperopt_loss": Arg(
        "--hyperopt-loss",
        "--hyperoptloss",
        help="Specify the class name of the hyperopt loss function class (IHyperOptLoss). "
        "Different functions can generate completely different results, "
        "since the target for optimization is different. Built-in Hyperopt-loss-functions are: "
        f'{", ".join(HYPEROPT_LOSS_BUILTIN)}',
        metavar="NAME",
    ),
    "hyperoptexportfilename": Arg(
        "--hyperopt-filename",
        help="Hyperopt result filename."
        "Example: `--hyperopt-filename=hyperopt_results_2020-09-27_16-20-48.pickle`",
        metavar="FILENAME",
    ),
    # List exchanges
    "print_one_column": Arg(
        "-1",
        "--one-column",
        help="Print output in one column.",
        action="store_true",
    ),
    "list_exchanges_all": Arg(
        "-a",
        "--all",
        help="Print all exchanges known to the ccxt library.",
        action="store_true",
    ),
    # List pairs / markets
    "list_pairs_all": Arg(
        "-a",
        "--all",
        help="Print all pairs or market symbols. By default only active ones are shown.",
        action="store_true",
    ),
    "print_list": Arg(
        "--print-list",
        help="Print list of pairs or market symbols. By default data is "
        "printed in the tabular format.",
        action="store_true",
    ),
    "list_pairs_print_json": Arg(
        "--print-json",
        help="Print list of pairs or market symbols in JSON format.",
        action="store_true",
        default=False,
    ),
    "print_csv": Arg(
        "--print-csv",
        help="Print exchange pair or market data in the csv format.",
        action="store_true",
    ),
    "quote_currencies": Arg(
        "--quote",
        help="Specify quote currency(-ies). Space-separated list.",
        nargs="+",
        metavar="QUOTE_CURRENCY",
    ),
    "base_currencies": Arg(
        "--base",
        help="Specify base currency(-ies). Space-separated list.",
        nargs="+",
        metavar="BASE_CURRENCY",
    ),
    "trading_mode": Arg(
        "--trading-mode",
        "--tradingmode",
        help="Select Trading mode",
        choices=constants.TRADING_MODES,
    ),
    "candle_types": Arg(
        "--candle-types",
        help="Select candle type to convert. Defaults to all available types.",
        choices=[c.value for c in CandleType],
        nargs="+",
    ),
    # Script options
    "pairs": Arg(
        "-p",
        "--pairs",
        help="Limit command to these pairs. Pairs are space-separated.",
        nargs="+",
    ),
    # Download data
    "pairs_file": Arg(
        "--pairs-file",
        help="File containing a list of pairs. "
        "Takes precedence over --pairs or pairs configured in the configuration.",
        metavar="FILE",
    ),
    "days": Arg(
        "--days",
        help="Download data for given number of days.",
        type=check_int_positive,
        metavar="INT",
    ),
    "include_inactive": Arg(
        "--include-inactive-pairs",
        help="Also download data from inactive pairs.",
        action="store_true",
    ),
    "new_pairs_days": Arg(
        "--new-pairs-days",
        help="Download data of new pairs for given number of days. Default: `%(default)s`.",
        type=check_int_positive,
        metavar="INT",
    ),
    "download_trades": Arg(
        "--dl-trades",
        help="Download trades instead of OHLCV data.",
        action="store_true",
    ),
    "trades": Arg(
        "--trades",
        help="Work on trades data instead of OHLCV data.",
        action="store_true",
    ),
    "convert_trades": Arg(
        "--convert",
        help="Convert downloaded trades to OHLCV data. Only applicable in combination with "
        "`--dl-trades`. "
        "Will be automatic for exchanges which don't have historic OHLCV (e.g. Kraken). "
        "If not provided, use `trades-to-ohlcv` to convert trades data to OHLCV data.",
        action="store_true",
    ),
    "format_from_trades": Arg(
        "--format-from",
        help="Source format for data conversion.",
        choices=constants.AVAILABLE_DATAHANDLERS + ["kraken_csv"],
        required=True,
    ),
    "format_from": Arg(
        "--format-from",
        help="Source format for data conversion.",
        choices=constants.AVAILABLE_DATAHANDLERS,
        required=True,
    ),
    "format_to": Arg(
        "--format-to",
        help="Destination format for data conversion.",
        choices=constants.AVAILABLE_DATAHANDLERS,
        required=True,
    ),
    "dataformat_ohlcv": Arg(
        "--data-format-ohlcv",
        help="Storage format for downloaded candle (OHLCV) data. (default: `feather`).",
        choices=constants.AVAILABLE_DATAHANDLERS,
    ),
    "dataformat_trades": Arg(
        "--data-format-trades",
        help="Storage format for downloaded trades data. (default: `feather`).",
        choices=constants.AVAILABLE_DATAHANDLERS,
    ),
    "show_timerange": Arg(
        "--show-timerange",
        help="Show timerange available for available data. (May take a while to calculate).",
        action="store_true",
    ),
    "exchange": Arg(
        "--exchange",
        help="Exchange name. Only valid if no config is provided.",
    ),
    "timeframes": Arg(
        "-t",
        "--timeframes",
        help="Specify which tickers to download. Space-separated list. Default: `1m 5m`.",
        nargs="+",
    ),
    "prepend_data": Arg(
        "--prepend",
        help="Allow data prepending. (Data-appending is disabled)",
        action="store_true",
    ),
    "erase": Arg(
        "--erase",
        help="Clean all existing data for the selected exchange/pairs/timeframes.",
        action="store_true",
    ),
    "erase_ui_only": Arg(
        "--erase",
        help="Clean UI folder, don't download new version.",
        action="store_true",
        default=False,
    ),
    "ui_version": Arg(
        "--ui-version",
        help=(
            "Specify a specific version of FreqUI to install. "
            "Not specifying this installs the latest version."
        ),
        type=str,
    ),
    # Templating options
    "template": Arg(
        "--template",
        help="Use a template which is either `minimal`, "
        "`full` (containing multiple sample indicators) or `advanced`. Default: `%(default)s`.",
        choices=["full", "minimal", "advanced"],
        default="full",
    ),
    # Plot dataframe
    "indicators1": Arg(
        "--indicators1",
        help="Set indicators from your strategy you want in the first row of the graph. "
        "Space-separated list. Example: `ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`.",
        nargs="+",
    ),
    "indicators2": Arg(
        "--indicators2",
        help="Set indicators from your strategy you want in the third row of the graph. "
        "Space-separated list. Example: `fastd fastk`. Default: `['macd', 'macdsignal']`.",
        nargs="+",
    ),
    "plot_limit": Arg(
        "--plot-limit",
        help="Specify tick limit for plotting. Notice: too high values cause huge files. "
        "Default: %(default)s.",
        type=check_int_positive,
        metavar="INT",
        default=750,
    ),
    "plot_auto_open": Arg(
        "--auto-open",
        help="Automatically open generated plot.",
        action="store_true",
    ),
    "no_trades": Arg(
        "--no-trades",
        help="Skip using trades from backtesting file and DB.",
        action="store_true",
    ),
    "trade_source": Arg(
        "--trade-source",
        help="Specify the source for trades (Can be DB or file (backtest file)) "
        "Default: %(default)s",
        choices=["DB", "file"],
        default="file",
    ),
    "trade_ids": Arg(
        "--trade-ids",
        help="Specify the list of trade ids.",
        nargs="+",
    ),
    # hyperopt-list, hyperopt-show
    "hyperopt_list_profitable": Arg(
        "--profitable",
        help="Select only profitable epochs.",
        action="store_true",
    ),
    "hyperopt_list_best": Arg(
        "--best",
        help="Select only best epochs.",
        action="store_true",
    ),
    "hyperopt_list_min_trades": Arg(
        "--min-trades",
        help="Select epochs with more than INT trades.",
        type=check_int_positive,
        metavar="INT",
    ),
    "hyperopt_list_max_trades": Arg(
        "--max-trades",
        help="Select epochs with less than INT trades.",
        type=check_int_positive,
        metavar="INT",
    ),
    "hyperopt_list_min_avg_time": Arg(
        "--min-avg-time",
        help="Select epochs above average time.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_max_avg_time": Arg(
        "--max-avg-time",
        help="Select epochs below average time.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_min_avg_profit": Arg(
        "--min-avg-profit",
        help="Select epochs above average profit.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_max_avg_profit": Arg(
        "--max-avg-profit",
        help="Select epochs below average profit.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_min_total_profit": Arg(
        "--min-total-profit",
        help="Select epochs above total profit.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_max_total_profit": Arg(
        "--max-total-profit",
        help="Select epochs below total profit.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_min_objective": Arg(
        "--min-objective",
        help="Select epochs above objective.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_max_objective": Arg(
        "--max-objective",
        help="Select epochs below objective.",
        type=float,
        metavar="FLOAT",
    ),
    "hyperopt_list_no_details": Arg(
        "--no-details",
        help="Do not print best epoch details.",
        action="store_true",
    ),
    "hyperopt_show_index": Arg(
        "-n",
        "--index",
        help="Specify the index of the epoch to print details for.",
        type=check_int_nonzero,
        metavar="INT",
    ),
    "hyperopt_show_no_header": Arg(
        "--no-header",
        help="Do not print epoch details header.",
        action="store_true",
    ),
    "hyperopt_ignore_missing_space": Arg(
        "--ignore-missing-spaces",
        "--ignore-unparameterized-spaces",
        help=(
            "Suppress errors for any requested Hyperopt spaces "
            "that do not contain any parameters."
        ),
        action="store_true",
    ),
    "analysis_groups": Arg(
        "--analysis-groups",
        help=(
            "grouping output - "
            "0: simple wins/losses by enter tag, "
            "1: by enter_tag, "
            "2: by enter_tag and exit_tag, "
            "3: by pair and enter_tag, "
            "4: by pair, enter_ and exit_tag (this can get quite large), "
            "5: by exit_tag"
        ),
        nargs="+",
        default=[],
        choices=["0", "1", "2", "3", "4", "5"],
    ),
    "enter_reason_list": Arg(
        "--enter-reason-list",
        help=(
            "Space separated list of entry signals to analyse. Default: all. "
            "e.g. 'entry_tag_a entry_tag_b'"
        ),
        nargs="+",
        default=["all"],
    ),
    "exit_reason_list": Arg(
        "--exit-reason-list",
        help=(
            "Space separated list of exit signals to analyse. Default: all. "
            "e.g. 'exit_tag_a roi stop_loss trailing_stop_loss'"
        ),
        nargs="+",
        default=["all"],
    ),
    "indicator_list": Arg(
        "--indicator-list",
        help=(
            "Space separated list of indicators to analyse. "
            "e.g. 'close rsi bb_lowerband profit_abs'"
        ),
        nargs="+",
        default=[],
    ),
    "entry_only": Arg(
        "--entry-only", help=("Only analyze entry signals."), action="store_true", default=False
    ),
    "exit_only": Arg(
        "--exit-only", help=("Only analyze exit signals."), action="store_true", default=False
    ),
    "analysis_rejected": Arg(
        "--rejected-signals",
        help="Analyse rejected signals",
        action="store_true",
    ),
    "analysis_to_csv": Arg(
        "--analysis-to-csv",
        help="Save selected analysis tables to individual CSVs",
        action="store_true",
    ),
    "analysis_csv_path": Arg(
        "--analysis-csv-path",
        help=(
            "Specify a path to save the analysis CSVs "
            "if --analysis-to-csv is enabled. Default: user_data/basktesting_results/"
        ),
    ),
    "freqaimodel": Arg(
        "--freqaimodel",
        help="Specify a custom freqaimodels.",
        metavar="NAME",
    ),
    "freqaimodel_path": Arg(
        "--freqaimodel-path",
        help="Specify additional lookup path for freqaimodels.",
        metavar="PATH",
    ),
    "freqai_backtest_live_models": Arg(
        "--freqai-backtest-live-models", help="Run backtest with ready models.", action="store_true"
    ),
    "minimum_trade_amount": Arg(
        "--minimum-trade-amount",
        help="Minimum trade amount for lookahead-analysis",
        type=check_int_positive,
        metavar="INT",
    ),
    "targeted_trade_amount": Arg(
        "--targeted-trade-amount",
        help="Targeted trade amount for lookahead analysis",
        type=check_int_positive,
        metavar="INT",
    ),
    "lookahead_analysis_exportfilename": Arg(
        "--lookahead-analysis-exportfilename",
        help="Use this csv-filename to store lookahead-analysis-results",
        type=str,
    ),
    "startup_candle": Arg(
        "--startup-candle",
        help="Specify startup candles to be checked (`199`, `499`, `999`, `1999`).",
        nargs="+",
    ),
    "show_sensitive": Arg(
        "--show-sensitive",
        help="Show secrets in the output.",
        action="store_true",
        default=False,
    ),
}