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Add hyperopt option to clean temporary pickle files
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@ -223,6 +223,13 @@ AVAILABLE_CLI_OPTIONS = {
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metavar='INT',
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metavar='INT',
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default=1,
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default=1,
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),
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),
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"hyperopt_clean_state": Arg(
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"--clean",
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help="Remove temporary hyperopt files (should be used when the custom hyperopt file "
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"was changed, or when changing the arguments for --min-trades or spaces.",
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default=False,
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action='store_true',
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),
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# List exchanges
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# List exchanges
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"print_one_column": Arg(
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"print_one_column": Arg(
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'-1', '--one-column',
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'-1', '--one-column',
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@ -309,7 +316,8 @@ ARGS_BACKTEST = ARGS_COMMON_OPTIMIZE + ["position_stacking", "use_max_market_pos
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ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "position_stacking", "epochs", "spaces",
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ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "position_stacking", "epochs", "spaces",
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"use_max_market_positions", "print_all", "hyperopt_jobs",
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"use_max_market_positions", "print_all", "hyperopt_jobs",
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"hyperopt_random_state", "hyperopt_min_trades"]
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"hyperopt_random_state", "hyperopt_min_trades",
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"hyperopt_clean_state"]
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ARGS_EDGE = ARGS_COMMON_OPTIMIZE + ["stoploss_range"]
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ARGS_EDGE = ARGS_COMMON_OPTIMIZE + ["stoploss_range"]
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@ -284,6 +284,8 @@ class Configuration(object):
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self._args_to_config(config, argname='hyperopt_min_trades',
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self._args_to_config(config, argname='hyperopt_min_trades',
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logstring='Parameter --min-trades detected: {}')
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logstring='Parameter --min-trades detected: {}')
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self._args_to_config(config, argname='hyperopt_clean_state',
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logstring='Removing hyperopt temp files')
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return config
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return config
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@ -63,10 +63,22 @@ class Hyperopt(Backtesting):
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# Note, this is ratio. 3.85 stated above means 385Σ%.
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# Note, this is ratio. 3.85 stated above means 385Σ%.
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self.expected_max_profit = 3.0
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self.expected_max_profit = 3.0
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if self.config['hyperopt_clean_state']:
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self.clean_hyperopt()
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# Previous evaluations
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# Previous evaluations
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self.trials_file = TRIALSDATA_PICKLE
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self.trials_file = TRIALSDATA_PICKLE
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self.trials: List = []
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self.trials: List = []
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def clean_hyperopt(self):
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"""
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Remove hyperopt pickle files to restart hyperopt.
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"""
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for f in [TICKERDATA_PICKLE, TRIALSDATA_PICKLE]:
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p = Path(f)
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if p.is_file():
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logger.info(f"Removing `{p}`.")
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p.unlink()
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def get_args(self, params):
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def get_args(self, params):
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dimensions = self.hyperopt_space()
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dimensions = self.hyperopt_space()
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# Ensure the number of dimensions match
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# Ensure the number of dimensions match
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