Added filter options to "hyperopt-list" in order to easier find epochs.
--profitable Select only profitable epochs. --min-avg-time INT Select epochs on above average time. --max-avg-time INT Select epochs on under average time. --min-avg-profit FLOAT Select epochs on above average profit. --min-total-profit FLOAT Select epochs on above total profit.
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@ -135,15 +135,27 @@ Common arguments:
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```
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```
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```
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```
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freqtrade list-hyperopts --help
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freqtrade list-hyperopts --help
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usage: freqtrade list-hyperopts [-h] [-v] [--logfile FILE] [-V] [-c PATH]
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usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
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[-d PATH] [--userdir PATH]
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[-d PATH] [--userdir PATH] [--best]
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[--hyperopt-path PATH] [-1]
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[--profitable] [--min-avg-time INT]
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[--max-avg-time INT] [--min-avg-profit FLOAT]
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[--min-total-profit FLOAT] [--no-color]
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[--print-json] [--no-details]
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optional arguments:
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optional arguments:
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-h, --help show this help message and exit
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-h, --help show this help message and exit
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--hyperopt-path PATH Specify additional lookup path for Hyperopt and
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--best Select only best epochs.
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Hyperopt Loss functions.
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--profitable Select only profitable epochs.
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-1, --one-column Print output in one column.
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--min-avg-time INT Select epochs on above average time.
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--max-avg-time INT Select epochs on under average time.
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--min-avg-profit FLOAT
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Select epochs on above average profit.
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--min-total-profit FLOAT
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Select epochs on above total profit.
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--no-color Disable colorization of hyperopt results. May be
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useful if you are redirecting output to a file.
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--print-json Print best result detailization in JSON format.
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--no-details Do not print best epoch details.
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Common arguments:
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Common arguments:
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-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
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-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
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@ -59,7 +59,8 @@ ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit",
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ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
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ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
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"trade_source", "ticker_interval"]
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"trade_source", "ticker_interval"]
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ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable", "print_colorized",
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ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_list_min_avg_time",
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"hyperopt_list_max_avg_time", "hyperopt_list_min_avg_profit", "hyperopt_list_min_total_profit", "print_colorized",
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"print_json", "hyperopt_list_no_details"]
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"print_json", "hyperopt_list_no_details"]
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ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
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ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
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@ -398,6 +398,30 @@ AVAILABLE_CLI_OPTIONS = {
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help='Select only best epochs.',
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help='Select only best epochs.',
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action='store_true',
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action='store_true',
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),
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),
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"hyperopt_list_min_avg_time": Arg(
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'--min-avg-time',
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help='Select epochs on above average time.',
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type=check_int_nonzero,
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metavar='INT',
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),
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"hyperopt_list_max_avg_time": Arg(
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'--max-avg-time',
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help='Select epochs on under average time.',
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type=check_int_nonzero,
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metavar='INT',
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),
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"hyperopt_list_min_avg_profit": Arg(
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'--min-avg-profit',
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help='Select epochs on above average profit.',
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type=float,
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metavar='FLOAT',
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),
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"hyperopt_list_min_total_profit": Arg(
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'--min-total-profit',
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help='Select epochs on above total profit.',
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type=float,
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metavar='FLOAT',
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),
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"hyperopt_list_no_details": Arg(
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"hyperopt_list_no_details": Arg(
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'--no-details',
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'--no-details',
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help='Do not print best epoch details.',
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help='Do not print best epoch details.',
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@ -19,13 +19,20 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
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config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
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config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
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only_best = config.get('hyperopt_list_best', False)
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only_profitable = config.get('hyperopt_list_profitable', False)
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print_colorized = config.get('print_colorized', False)
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print_colorized = config.get('print_colorized', False)
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print_json = config.get('print_json', False)
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print_json = config.get('print_json', False)
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no_details = config.get('hyperopt_list_no_details', False)
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no_details = config.get('hyperopt_list_no_details', False)
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no_header = False
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no_header = False
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filteroptions = {
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'only_best': config.get('hyperopt_list_best', False),
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'only_profitable': config.get('hyperopt_list_profitable', False),
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'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', 0),
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'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', 0),
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'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', 0.0),
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'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', 0.0)
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}
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trials_file = (config['user_data_dir'] /
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trials_file = (config['user_data_dir'] /
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'hyperopt_results' / 'hyperopt_results.pickle')
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'hyperopt_results' / 'hyperopt_results.pickle')
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@ -33,7 +40,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
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trials = Hyperopt.load_previous_results(trials_file)
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trials = Hyperopt.load_previous_results(trials_file)
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total_epochs = len(trials)
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total_epochs = len(trials)
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trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
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trials = _hyperopt_filter_trials(trials, filteroptions)
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# TODO: fetch the interval for epochs to print from the cli option
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# TODO: fetch the interval for epochs to print from the cli option
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epoch_start, epoch_stop = 0, None
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epoch_start, epoch_stop = 0, None
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@ -44,7 +51,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
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try:
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try:
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# Human-friendly indexes used here (starting from 1)
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# Human-friendly indexes used here (starting from 1)
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for val in trials[epoch_start:epoch_stop]:
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for val in trials[epoch_start:epoch_stop]:
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Hyperopt.print_results_explanation(val, total_epochs, not only_best, print_colorized)
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Hyperopt.print_results_explanation(val, total_epochs, not filteroptions['only_best'], print_colorized)
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except KeyboardInterrupt:
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except KeyboardInterrupt:
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print('User interrupted..')
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print('User interrupted..')
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@ -63,8 +70,14 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
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config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
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config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
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only_best = config.get('hyperopt_list_best', False)
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filteroptions = {
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only_profitable = config.get('hyperopt_list_profitable', False)
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'only_best': config.get('hyperopt_list_best', False),
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'only_profitable': config.get('hyperopt_list_profitable', False),
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'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', 0),
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'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', 0),
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'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', 0),
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'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', 0)
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}
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no_header = config.get('hyperopt_show_no_header', False)
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no_header = config.get('hyperopt_show_no_header', False)
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trials_file = (config['user_data_dir'] /
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trials_file = (config['user_data_dir'] /
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@ -74,7 +87,7 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
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trials = Hyperopt.load_previous_results(trials_file)
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trials = Hyperopt.load_previous_results(trials_file)
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total_epochs = len(trials)
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total_epochs = len(trials)
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trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
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trials = _hyperopt_filter_trials(trials, filteroptions)
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trials_epochs = len(trials)
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trials_epochs = len(trials)
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n = config.get('hyperopt_show_index', -1)
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n = config.get('hyperopt_show_index', -1)
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header_str="Epoch details")
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header_str="Epoch details")
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def _hyperopt_filter_trials(trials: List, only_best: bool, only_profitable: bool) -> List:
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def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
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"""
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"""
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Filter our items from the list of hyperopt results
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Filter our items from the list of hyperopt results
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"""
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"""
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if only_best:
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if filteroptions['only_best']:
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trials = [x for x in trials if x['is_best']]
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trials = [x for x in trials if x['is_best']]
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if only_profitable:
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if filteroptions['only_profitable']:
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trials = [x for x in trials if x['results_metrics']['profit'] > 0]
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trials = [x for x in trials if x['results_metrics']['profit'] > 0]
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if not filteroptions['only_best']:
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if filteroptions['filter_min_avg_time'] > 0:
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trials = [x for x in trials if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']]
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if filteroptions['filter_max_avg_time'] > 0:
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trials = [x for x in trials if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']]
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if filteroptions['filter_min_avg_profit'] > 0:
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trials = [x for x in trials if x['results_metrics']['avg_profit'] > filteroptions['filter_min_avg_profit']]
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if filteroptions['filter_min_total_profit'] > 0:
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trials = [x for x in trials if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']]
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logger.info(f"{len(trials)} " +
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logger.info(f"{len(trials)} " +
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("best " if only_best else "") +
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("best " if filteroptions['only_best'] else "") +
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("profitable " if only_profitable else "") +
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("profitable " if filteroptions['only_profitable'] else "") +
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"epochs found.")
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"epochs found.")
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return trials
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return trials
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@ -310,6 +310,18 @@ class Configuration:
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self._args_to_config(config, argname='hyperopt_list_profitable',
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self._args_to_config(config, argname='hyperopt_list_profitable',
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logstring='Parameter --profitable detected: {}')
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logstring='Parameter --profitable detected: {}')
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self._args_to_config(config, argname='hyperopt_list_min_avg_time',
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logstring='Parameter --min-avg-time detected: {}')
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self._args_to_config(config, argname='hyperopt_list_max_avg_time',
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logstring='Parameter --max-avg-time detected: {}')
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self._args_to_config(config, argname='hyperopt_list_min_avg_profit',
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logstring='Parameter --min-avg-profit detected: {}')
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self._args_to_config(config, argname='hyperopt_list_min_total_profit',
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logstring='Parameter --min-total-profit detected: {}')
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self._args_to_config(config, argname='hyperopt_list_no_details',
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self._args_to_config(config, argname='hyperopt_list_no_details',
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logstring='Parameter --no-details detected: {}')
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logstring='Parameter --no-details detected: {}')
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