make args available for optimizer and use them instead of guessing from params
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ec8bf82695
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@ -403,24 +403,27 @@ def buy_strategy_generator(params: Dict[str, Any]) -> Callable:
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return populate_buy_trend
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return populate_buy_trend
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def optimizer(params):
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def generate_optimizer(args):
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def optimizer(params):
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global _CURRENT_TRIES
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global _CURRENT_TRIES
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strategy = Strategy()
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strategy = Strategy()
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if 'roi_t1' in params:
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if has_space(args.spaces, 'roi'):
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strategy.minimal_roi = generate_roi_table(params)
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strategy.minimal_roi = generate_roi_table(params)
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if 'trigger' in params:
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if has_space(args.spaces, 'buy'):
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backtesting.populate_buy_trend = buy_strategy_generator(params)
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backtesting.populate_buy_trend = buy_strategy_generator(params)
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if 'stoploss' in params:
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if has_space(args.spaces, 'stoploss'):
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stoploss = params['stoploss']
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stoploss = params['stoploss']
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else:
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else:
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stoploss = strategy.stoploss
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stoploss = strategy.stoploss
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results = backtest({'stake_amount': OPTIMIZE_CONFIG['stake_amount'],
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results = backtest({'stake_amount': OPTIMIZE_CONFIG['stake_amount'],
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'processed': PROCESSED,
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'processed': PROCESSED,
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'stoploss': stoploss})
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'stoploss': stoploss,
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'realistic': args.realistic_simulation,
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})
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result_explanation = format_results(results)
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result_explanation = format_results(results)
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total_profit = results.profit_percent.sum()
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total_profit = results.profit_percent.sum()
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@ -451,6 +454,8 @@ def optimizer(params):
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'result': result_explanation,
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'result': result_explanation,
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}
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}
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return optimizer
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def format_results(results: DataFrame):
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def format_results(results: DataFrame):
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return ('{:6d} trades. Avg profit {: 5.2f}%. '
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return ('{:6d} trades. Avg profit {: 5.2f}%. '
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@ -519,7 +524,7 @@ def start(args):
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try:
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try:
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best_parameters = fmin(
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best_parameters = fmin(
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fn=optimizer,
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fn=generate_optimizer(args),
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space=hyperopt_space(args.spaces),
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space=hyperopt_space(args.spaces),
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algo=tpe.suggest,
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algo=tpe.suggest,
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max_evals=TOTAL_TRIES,
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max_evals=TOTAL_TRIES,
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