677 lines
21 KiB
Python
677 lines
21 KiB
Python
"""
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Definition of cli arguments used in arguments.py
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"""
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from argparse import SUPPRESS, ArgumentTypeError
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from freqtrade import __version__, constants
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from freqtrade.constants import HYPEROPT_LOSS_BUILTIN
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from freqtrade.enums import CandleType
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def check_int_positive(value: str) -> int:
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try:
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uint = int(value)
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if uint <= 0:
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raise ValueError
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except ValueError:
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raise ArgumentTypeError(
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f"{value} is invalid for this parameter, should be a positive integer value"
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)
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return uint
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def check_int_nonzero(value: str) -> int:
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try:
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uint = int(value)
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if uint == 0:
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raise ValueError
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except ValueError:
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raise ArgumentTypeError(
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f"{value} is invalid for this parameter, should be a non-zero integer value"
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)
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return uint
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class Arg:
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# Optional CLI arguments
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def __init__(self, *args, **kwargs):
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self.cli = args
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self.kwargs = kwargs
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# List of available command line options
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AVAILABLE_CLI_OPTIONS = {
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# Common options
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"verbosity": Arg(
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'-v', '--verbose',
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help='Verbose mode (-vv for more, -vvv to get all messages).',
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action='count',
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default=0,
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),
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"logfile": Arg(
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'--logfile', '--log-file',
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help="Log to the file specified. Special values are: 'syslog', 'journald'. "
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"See the documentation for more details.",
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metavar='FILE',
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),
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"version": Arg(
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'-V', '--version',
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action='version',
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version=f'%(prog)s {__version__}',
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),
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"config": Arg(
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'-c', '--config',
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help=f'Specify configuration file (default: `userdir/{constants.DEFAULT_CONFIG}` '
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f'or `config.json` whichever exists). '
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f'Multiple --config options may be used. '
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f'Can be set to `-` to read config from stdin.',
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action='append',
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metavar='PATH',
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),
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"datadir": Arg(
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'-d', '--datadir', '--data-dir',
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help='Path to directory with historical backtesting data.',
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metavar='PATH',
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),
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"user_data_dir": Arg(
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'--userdir', '--user-data-dir',
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help='Path to userdata directory.',
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metavar='PATH',
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),
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"reset": Arg(
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'--reset',
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help='Reset sample files to their original state.',
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action='store_true',
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),
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"recursive_strategy_search": Arg(
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'--recursive-strategy-search',
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help='Recursively search for a strategy in the strategies folder.',
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action='store_true',
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),
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# Main options
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"strategy": Arg(
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'-s', '--strategy',
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help='Specify strategy class name which will be used by the bot.',
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metavar='NAME',
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),
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"strategy_path": Arg(
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'--strategy-path',
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help='Specify additional strategy lookup path.',
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metavar='PATH',
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),
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"db_url": Arg(
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'--db-url',
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help=f'Override trades database URL, this is useful in custom deployments '
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f'(default: `{constants.DEFAULT_DB_PROD_URL}` for Live Run mode, '
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f'`{constants.DEFAULT_DB_DRYRUN_URL}` for Dry Run).',
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metavar='PATH',
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),
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"db_url_from": Arg(
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'--db-url-from',
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help='Source db url to use when migrating a database.',
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metavar='PATH',
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),
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"sd_notify": Arg(
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'--sd-notify',
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help='Notify systemd service manager.',
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action='store_true',
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),
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"dry_run": Arg(
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'--dry-run',
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help='Enforce dry-run for trading (removes Exchange secrets and simulates trades).',
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action='store_true',
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),
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"dry_run_wallet": Arg(
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'--dry-run-wallet', '--starting-balance',
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help='Starting balance, used for backtesting / hyperopt and dry-runs.',
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type=float,
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),
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# Optimize common
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"timeframe": Arg(
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'-i', '--timeframe',
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help='Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).',
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),
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"timerange": Arg(
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'--timerange',
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help='Specify what timerange of data to use.',
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),
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"max_open_trades": Arg(
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'--max-open-trades',
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help='Override the value of the `max_open_trades` configuration setting.',
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type=int,
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metavar='INT',
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),
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"stake_amount": Arg(
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'--stake-amount',
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help='Override the value of the `stake_amount` configuration setting.',
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),
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# Backtesting
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"timeframe_detail": Arg(
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'--timeframe-detail',
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help='Specify detail timeframe for backtesting (`1m`, `5m`, `30m`, `1h`, `1d`).',
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),
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"position_stacking": Arg(
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'--eps', '--enable-position-stacking',
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help='Allow buying the same pair multiple times (position stacking).',
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action='store_true',
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default=False,
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),
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"use_max_market_positions": Arg(
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'--dmmp', '--disable-max-market-positions',
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help='Disable applying `max_open_trades` during backtest '
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'(same as setting `max_open_trades` to a very high number).',
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action='store_false',
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default=True,
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),
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"backtest_show_pair_list": Arg(
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'--show-pair-list',
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help='Show backtesting pairlist sorted by profit.',
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action='store_true',
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default=False,
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),
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"enable_protections": Arg(
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'--enable-protections', '--enableprotections',
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help='Enable protections for backtesting.'
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'Will slow backtesting down by a considerable amount, but will include '
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'configured protections',
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action='store_true',
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default=False,
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),
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"strategy_list": Arg(
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'--strategy-list',
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help='Provide a space-separated list of strategies to backtest. '
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'Please note that timeframe needs to be set either in config '
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'or via command line. When using this together with `--export trades`, '
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'the strategy-name is injected into the filename '
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'(so `backtest-data.json` becomes `backtest-data-SampleStrategy.json`',
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nargs='+',
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),
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"export": Arg(
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'--export',
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help='Export backtest results (default: trades).',
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choices=constants.EXPORT_OPTIONS,
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),
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"exportfilename": Arg(
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"--export-filename",
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"--backtest-filename",
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help="Use this filename for backtest results."
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"Requires `--export` to be set as well. "
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"Example: `--export-filename=user_data/backtest_results/backtest_today.json`",
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metavar="PATH",
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),
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"disableparamexport": Arg(
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'--disable-param-export',
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help="Disable automatic hyperopt parameter export.",
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action='store_true',
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),
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"fee": Arg(
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'--fee',
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help='Specify fee ratio. Will be applied twice (on trade entry and exit).',
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type=float,
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metavar='FLOAT',
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),
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"backtest_breakdown": Arg(
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'--breakdown',
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help='Show backtesting breakdown per [day, week, month].',
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nargs='+',
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choices=constants.BACKTEST_BREAKDOWNS
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),
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"backtest_cache": Arg(
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'--cache',
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help='Load a cached backtest result no older than specified age (default: %(default)s).',
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default=constants.BACKTEST_CACHE_DEFAULT,
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choices=constants.BACKTEST_CACHE_AGE,
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),
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# Edge
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"stoploss_range": Arg(
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'--stoplosses',
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help='Defines a range of stoploss values against which edge will assess the strategy. '
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'The format is "min,max,step" (without any space). '
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'Example: `--stoplosses=-0.01,-0.1,-0.001`',
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),
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# Hyperopt
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"hyperopt": Arg(
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'--hyperopt',
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help=SUPPRESS,
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metavar='NAME',
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required=False,
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),
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"hyperopt_path": Arg(
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'--hyperopt-path',
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help='Specify additional lookup path for Hyperopt Loss functions.',
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metavar='PATH',
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),
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"epochs": Arg(
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'-e', '--epochs',
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help='Specify number of epochs (default: %(default)d).',
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type=check_int_positive,
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metavar='INT',
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default=constants.HYPEROPT_EPOCH,
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),
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"spaces": Arg(
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'--spaces',
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help='Specify which parameters to hyperopt. Space-separated list.',
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choices=['all', 'buy', 'sell', 'roi', 'stoploss', 'trailing', 'protection', 'default'],
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nargs='+',
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default='default',
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),
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"analyze_per_epoch": Arg(
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'--analyze-per-epoch',
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help='Run populate_indicators once per epoch.',
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action='store_true',
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default=False,
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),
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"print_all": Arg(
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'--print-all',
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help='Print all results, not only the best ones.',
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action='store_true',
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default=False,
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),
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"print_colorized": Arg(
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'--no-color',
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help='Disable colorization of hyperopt results. May be useful if you are '
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'redirecting output to a file.',
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action='store_false',
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default=True,
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),
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"print_json": Arg(
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'--print-json',
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help='Print output in JSON format.',
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action='store_true',
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default=False,
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),
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"export_csv": Arg(
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'--export-csv',
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help='Export to CSV-File.'
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' This will disable table print.'
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' Example: --export-csv hyperopt.csv',
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metavar='FILE',
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),
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"hyperopt_jobs": Arg(
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'-j', '--job-workers',
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help='The number of concurrently running jobs for hyperoptimization '
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'(hyperopt worker processes). '
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'If -1 (default), all CPUs are used, for -2, all CPUs but one are used, etc. '
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'If 1 is given, no parallel computing code is used at all.',
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type=int,
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metavar='JOBS',
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default=-1,
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),
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"hyperopt_random_state": Arg(
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'--random-state',
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help='Set random state to some positive integer for reproducible hyperopt results.',
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type=check_int_positive,
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metavar='INT',
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),
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"hyperopt_min_trades": Arg(
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'--min-trades',
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help="Set minimal desired number of trades for evaluations in the hyperopt "
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"optimization path (default: 1).",
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type=check_int_positive,
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metavar='INT',
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default=1,
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),
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"hyperopt_loss": Arg(
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'--hyperopt-loss', '--hyperoptloss',
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help='Specify the class name of the hyperopt loss function class (IHyperOptLoss). '
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'Different functions can generate completely different results, '
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'since the target for optimization is different. Built-in Hyperopt-loss-functions are: '
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f'{", ".join(HYPEROPT_LOSS_BUILTIN)}',
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metavar='NAME',
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),
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"hyperoptexportfilename": Arg(
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'--hyperopt-filename',
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help='Hyperopt result filename.'
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'Example: `--hyperopt-filename=hyperopt_results_2020-09-27_16-20-48.pickle`',
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metavar='FILENAME',
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),
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# List exchanges
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"print_one_column": Arg(
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'-1', '--one-column',
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help='Print output in one column.',
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action='store_true',
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),
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"list_exchanges_all": Arg(
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'-a', '--all',
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help='Print all exchanges known to the ccxt library.',
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action='store_true',
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),
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# List pairs / markets
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"list_pairs_all": Arg(
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'-a', '--all',
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help='Print all pairs or market symbols. By default only active '
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'ones are shown.',
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action='store_true',
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),
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"print_list": Arg(
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'--print-list',
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help='Print list of pairs or market symbols. By default data is '
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'printed in the tabular format.',
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action='store_true',
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),
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"list_pairs_print_json": Arg(
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'--print-json',
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help='Print list of pairs or market symbols in JSON format.',
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action='store_true',
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default=False,
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),
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"print_csv": Arg(
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'--print-csv',
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help='Print exchange pair or market data in the csv format.',
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action='store_true',
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),
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"quote_currencies": Arg(
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'--quote',
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help='Specify quote currency(-ies). Space-separated list.',
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nargs='+',
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metavar='QUOTE_CURRENCY',
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),
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"base_currencies": Arg(
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'--base',
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help='Specify base currency(-ies). Space-separated list.',
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nargs='+',
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metavar='BASE_CURRENCY',
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),
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"trading_mode": Arg(
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'--trading-mode', '--tradingmode',
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help='Select Trading mode',
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choices=constants.TRADING_MODES,
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),
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"candle_types": Arg(
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'--candle-types',
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help='Select candle type to use',
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choices=[c.value for c in CandleType],
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nargs='+',
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),
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# Script options
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"pairs": Arg(
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'-p', '--pairs',
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help='Limit command to these pairs. Pairs are space-separated.',
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nargs='+',
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),
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# Download data
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"pairs_file": Arg(
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'--pairs-file',
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help='File containing a list of pairs. '
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'Takes precedence over --pairs or pairs configured in the configuration.',
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metavar='FILE',
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),
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"days": Arg(
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'--days',
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help='Download data for given number of days.',
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type=check_int_positive,
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metavar='INT',
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),
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"include_inactive": Arg(
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'--include-inactive-pairs',
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help='Also download data from inactive pairs.',
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action='store_true',
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),
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"new_pairs_days": Arg(
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'--new-pairs-days',
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help='Download data of new pairs for given number of days. Default: `%(default)s`.',
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type=check_int_positive,
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metavar='INT',
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),
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"download_trades": Arg(
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'--dl-trades',
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help='Download trades instead of OHLCV data. The bot will resample trades to the '
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'desired timeframe as specified as --timeframes/-t.',
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action='store_true',
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),
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"format_from": Arg(
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'--format-from',
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help='Source format for data conversion.',
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choices=constants.AVAILABLE_DATAHANDLERS,
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required=True,
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),
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"format_to": Arg(
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'--format-to',
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help='Destination format for data conversion.',
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choices=constants.AVAILABLE_DATAHANDLERS,
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required=True,
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),
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"dataformat_ohlcv": Arg(
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'--data-format-ohlcv',
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help='Storage format for downloaded candle (OHLCV) data. (default: `json`).',
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choices=constants.AVAILABLE_DATAHANDLERS,
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),
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"dataformat_trades": Arg(
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'--data-format-trades',
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help='Storage format for downloaded trades data. (default: `jsongz`).',
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choices=constants.AVAILABLE_DATAHANDLERS_TRADES,
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),
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"show_timerange": Arg(
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'--show-timerange',
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help='Show timerange available for available data. (May take a while to calculate).',
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action='store_true',
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),
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"exchange": Arg(
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'--exchange',
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help=f'Exchange name (default: `{constants.DEFAULT_EXCHANGE}`). '
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f'Only valid if no config is provided.',
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),
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"timeframes": Arg(
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'-t', '--timeframes',
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help='Specify which tickers to download. Space-separated list. '
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'Default: `1m 5m`.',
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default=['1m', '5m'],
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nargs='+',
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),
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"prepend_data": Arg(
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'--prepend',
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help='Allow data prepending. (Data-appending is disabled)',
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action='store_true',
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),
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"erase": Arg(
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'--erase',
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help='Clean all existing data for the selected exchange/pairs/timeframes.',
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action='store_true',
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),
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"erase_ui_only": Arg(
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'--erase',
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help="Clean UI folder, don't download new version.",
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action='store_true',
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default=False,
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),
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"ui_version": Arg(
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'--ui-version',
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help=('Specify a specific version of FreqUI to install. '
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'Not specifying this installs the latest version.'),
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type=str,
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),
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# Templating options
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"template": Arg(
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'--template',
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help='Use a template which is either `minimal`, '
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'`full` (containing multiple sample indicators) or `advanced`. Default: `%(default)s`.',
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choices=['full', 'minimal', 'advanced'],
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default='full',
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),
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# Plot dataframe
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"indicators1": Arg(
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'--indicators1',
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help='Set indicators from your strategy you want in the first row of the graph. '
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"Space-separated list. Example: `ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`.",
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nargs='+',
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),
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"indicators2": Arg(
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'--indicators2',
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help='Set indicators from your strategy you want in the third row of the graph. '
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"Space-separated list. Example: `fastd fastk`. Default: `['macd', 'macdsignal']`.",
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nargs='+',
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),
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"plot_limit": Arg(
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'--plot-limit',
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help='Specify tick limit for plotting. Notice: too high values cause huge files. '
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'Default: %(default)s.',
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type=check_int_positive,
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metavar='INT',
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default=750,
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),
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"plot_auto_open": Arg(
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'--auto-open',
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help='Automatically open generated plot.',
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action='store_true',
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),
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"no_trades": Arg(
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|
'--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)"),
|
|
nargs='+',
|
|
default=['0', '1', '2'],
|
|
choices=['0', '1', '2', '3', '4'],
|
|
),
|
|
"enter_reason_list": Arg(
|
|
"--enter-reason-list",
|
|
help=("Comma 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=("Comma 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=("Comma separated list of indicators to analyse. "
|
|
"e.g. 'close,rsi,bb_lowerband,profit_abs'"),
|
|
nargs='+',
|
|
default=[],
|
|
),
|
|
"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'
|
|
),
|
|
}
|