Update buy output for backtesting
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@ -287,43 +287,43 @@ A backtesting result will look like that:
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| ADA/BTC | 1 | 0.89 | 0.89 | 0.00004434 | 0.44 | 6:00:00 | 1 0 0 100 |
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| ADA/BTC | 1 | 0.89 | 0.89 | 0.00004434 | 0.44 | 6:00:00 | 1 0 0 100 |
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| LTC/BTC | 1 | 0.68 | 0.68 | 0.00003421 | 0.34 | 2:00:00 | 1 0 0 100 |
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| LTC/BTC | 1 | 0.68 | 0.68 | 0.00003421 | 0.34 | 2:00:00 | 1 0 0 100 |
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| TOTAL | 2 | 0.78 | 1.57 | 0.00007855 | 0.78 | 4:00:00 | 2 0 0 100 |
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| TOTAL | 2 | 0.78 | 1.57 | 0.00007855 | 0.78 | 4:00:00 | 2 0 0 100 |
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=============== SUMMARY METRICS ===============
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================ SUMMARY METRICS ===============
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| Metric | Value |
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| Metric | Value |
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|-----------------------+---------------------|
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|------------------------+---------------------|
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| Backtesting from | 2019-01-01 00:00:00 |
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| Backtesting from | 2019-01-01 00:00:00 |
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| Backtesting to | 2019-05-01 00:00:00 |
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| Backtesting to | 2019-05-01 00:00:00 |
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| Max open trades | 3 |
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| Max open trades | 3 |
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| Total/Daily Avg Trades| 429 / 3.575 |
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| Total/Daily Avg Trades | 429 / 3.575 |
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| Starting balance | 0.01000000 BTC |
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| Starting balance | 0.01000000 BTC |
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| Final balance | 0.01762792 BTC |
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| Final balance | 0.01762792 BTC |
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| Absolute profit | 0.00762792 BTC |
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| Absolute profit | 0.00762792 BTC |
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| Total profit % | 76.2% |
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| Total profit % | 76.2% |
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| Trades per day | 3.575 |
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| Trades per day | 3.575 |
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| Avg. stake amount | 0.001 BTC |
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| Avg. stake amount | 0.001 BTC |
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| Total trade volume | 0.429 BTC |
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| Total trade volume | 0.429 BTC |
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| Best Pair | LSK/BTC 26.26% |
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| Best Pair | LSK/BTC 26.26% |
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| Worst Pair | ZEC/BTC -10.18% |
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| Worst Pair | ZEC/BTC -10.18% |
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| Best Trade | LSK/BTC 4.25% |
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| Best Trade | LSK/BTC 4.25% |
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| Worst Trade | ZEC/BTC -10.25% |
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| Worst Trade | ZEC/BTC -10.25% |
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| Best day | 0.00076 BTC |
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| Best day | 0.00076 BTC |
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| Worst day | -0.00036 BTC |
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| Worst day | -0.00036 BTC |
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| Days win/draw/lose | 12 / 82 / 25 |
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| Days win/draw/lose | 12 / 82 / 25 |
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| Avg. Duration Winners | 4:23:00 |
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| Avg. Duration Winners | 4:23:00 |
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| Avg. Duration Loser | 6:55:00 |
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| Avg. Duration Loser | 6:55:00 |
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| Rejected Buy signals | 3089 |
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| Rejected Entry signals | 3089 |
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| Entry/Exit Timeouts | 0 / 0 |
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| Entry/Exit Timeouts | 0 / 0 |
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| Min balance | 0.00945123 BTC |
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| Min balance | 0.00945123 BTC |
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| Max balance | 0.01846651 BTC |
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| Max balance | 0.01846651 BTC |
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| Drawdown (Account) | 13.33% |
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| Drawdown (Account) | 13.33% |
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| Drawdown | 0.0015 BTC |
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| Drawdown | 0.0015 BTC |
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| Drawdown high | 0.0013 BTC |
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| Drawdown high | 0.0013 BTC |
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| Drawdown low | -0.0002 BTC |
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| Drawdown low | -0.0002 BTC |
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| Drawdown Start | 2019-02-15 14:10:00 |
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| Drawdown Start | 2019-02-15 14:10:00 |
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| Drawdown End | 2019-04-11 18:15:00 |
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| Drawdown End | 2019-04-11 18:15:00 |
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| Market change | -5.88% |
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| Market change | -5.88% |
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===============================================
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===============================================
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```
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```
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@ -406,7 +406,7 @@ It contains some useful key metrics about performance of your strategy on backte
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| Days win/draw/lose | 12 / 82 / 25 |
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| Days win/draw/lose | 12 / 82 / 25 |
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| Avg. Duration Winners | 4:23:00 |
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| Avg. Duration Winners | 4:23:00 |
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| Avg. Duration Loser | 6:55:00 |
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| Avg. Duration Loser | 6:55:00 |
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| Rejected Buy signals | 3089 |
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| Rejected Entry signals | 3089 |
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| Entry/Exit Timeouts | 0 / 0 |
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| Entry/Exit Timeouts | 0 / 0 |
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| Min balance | 0.00945123 BTC |
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| Min balance | 0.00945123 BTC |
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@ -436,7 +436,7 @@ It contains some useful key metrics about performance of your strategy on backte
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- `Best day` / `Worst day`: Best and worst day based on daily profit.
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- `Best day` / `Worst day`: Best and worst day based on daily profit.
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- `Days win/draw/lose`: Winning / Losing days (draws are usually days without closed trade).
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- `Days win/draw/lose`: Winning / Losing days (draws are usually days without closed trade).
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- `Avg. Duration Winners` / `Avg. Duration Loser`: Average durations for winning and losing trades.
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- `Avg. Duration Winners` / `Avg. Duration Loser`: Average durations for winning and losing trades.
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- `Rejected Buy signals`: Buy signals that could not be acted upon due to max_open_trades being reached.
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- `Rejected Entry signals`: Trade entry signals that could not be acted upon due to `max_open_trades` being reached.
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- `Entry/Exit Timeouts`: Entry/exit orders which did not fill (only applicable if custom pricing is used).
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- `Entry/Exit Timeouts`: Entry/exit orders which did not fill (only applicable if custom pricing is used).
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- `Min balance` / `Max balance`: Lowest and Highest Wallet balance during the backtest period.
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- `Min balance` / `Max balance`: Lowest and Highest Wallet balance during the backtest period.
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- `Drawdown (Account)`: Maximum Account Drawdown experienced. Calculated as $(Absolute Drawdown) / (DrawdownHigh + startingBalance)$.
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- `Drawdown (Account)`: Maximum Account Drawdown experienced. Calculated as $(Absolute Drawdown) / (DrawdownHigh + startingBalance)$.
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@ -748,7 +748,7 @@ def text_table_add_metrics(strat_results: Dict) -> str:
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f"{strat_results['draw_days']} / {strat_results['losing_days']}"),
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f"{strat_results['draw_days']} / {strat_results['losing_days']}"),
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('Avg. Duration Winners', f"{strat_results['winner_holding_avg']}"),
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('Avg. Duration Winners', f"{strat_results['winner_holding_avg']}"),
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('Avg. Duration Loser', f"{strat_results['loser_holding_avg']}"),
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('Avg. Duration Loser', f"{strat_results['loser_holding_avg']}"),
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('Rejected Buy signals', strat_results.get('rejected_signals', 'N/A')),
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('Rejected Entry signals', strat_results.get('rejected_signals', 'N/A')),
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('Entry/Exit Timeouts',
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('Entry/Exit Timeouts',
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f"{strat_results.get('timedout_entry_orders', 'N/A')} / "
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f"{strat_results.get('timedout_entry_orders', 'N/A')} / "
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f"{strat_results.get('timedout_exit_orders', 'N/A')}"),
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f"{strat_results.get('timedout_exit_orders', 'N/A')}"),
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@ -810,7 +810,7 @@ def show_backtest_result(strategy: str, results: Dict[str, Any], stake_currency:
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stake_currency=stake_currency)
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stake_currency=stake_currency)
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if isinstance(table, str) and len(table) > 0:
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if isinstance(table, str) and len(table) > 0:
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print(' BUY TAG STATS '.center(len(table.splitlines()[0]), '='))
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print(' ENTER TAG STATS '.center(len(table.splitlines()[0]), '='))
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print(table)
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print(table)
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table = text_table_exit_reason(sell_reason_stats=results['sell_reason_summary'],
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table = text_table_exit_reason(sell_reason_stats=results['sell_reason_summary'],
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