Add Win / draw / losing days
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@ -210,6 +210,23 @@ def generate_edge_table(results: dict) -> str:
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floatfmt=floatfmt, tablefmt="orgtbl", stralign="right") # type: ignore
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def generate_daily_stats(results: DataFrame) -> Dict[str, Any]:
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daily_profit = results.resample('1d', on='close_date')['profit_percent'].sum()
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worst = min(daily_profit)
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best = max(daily_profit)
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winning_days = sum(daily_profit > 0)
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draw_days = sum(daily_profit == 0)
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losing_days = sum(daily_profit < 0)
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return {
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'backtest_best_day': best,
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'backtest_worst_day': worst,
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'winning_days': winning_days,
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'draw_days': draw_days,
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'losing_days': losing_days,
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}
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def generate_backtest_stats(config: Dict, btdata: Dict[str, DataFrame],
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all_results: Dict[str, DataFrame],
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min_date: Arrow, max_date: Arrow
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@ -239,9 +256,7 @@ def generate_backtest_stats(config: Dict, btdata: Dict[str, DataFrame],
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max_open_trades=max_open_trades,
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results=results.loc[results['open_at_end']],
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skip_nan=True)
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daily_profit = results.resample('1d', on='close_date')['profit_percent'].sum()
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worst = min(daily_profit)
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best = max(daily_profit)
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daily_stats = generate_daily_stats(results)
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backtest_days = (max_date - min_date).days
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strat_stats = {
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@ -255,13 +270,12 @@ def generate_backtest_stats(config: Dict, btdata: Dict[str, DataFrame],
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'backtest_end': max_date.datetime,
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'backtest_end_ts': max_date.timestamp,
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'backtest_days': backtest_days,
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'backtest_best_day': best,
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'backtest_worst_day': worst,
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'trades_per_day': round(len(results) / backtest_days, 2) if backtest_days > 0 else None,
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'market_change': market_change,
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'pairlist': list(btdata.keys()),
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'stake_amount': config['stake_amount']
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'stake_amount': config['stake_amount'],
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**daily_stats,
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}
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result['strategy'][strategy] = strat_stats
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@ -374,6 +388,8 @@ def text_table_add_metrics(strat_results: Dict) -> str:
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('Trades per day', strat_results['trades_per_day']),
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('Best day', f"{round(strat_results['backtest_best_day'] * 100, 2)}%"),
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('Worst day', f"{round(strat_results['backtest_worst_day'] * 100, 2)}%"),
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('Days win/draw/lose', f"{strat_results['winning_days']} / "
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f"{strat_results['draw_days']} / {strat_results['losing_days']}"),
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('', ''), # Empty line to improve readability
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('Max Drawdown', f"{round(strat_results['max_drawdown'] * 100, 2)}%"),
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('Drawdown Start', strat_results['drawdown_start'].strftime(DATETIME_PRINT_FORMAT)),
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