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Also add min trade duration and display the info horizontally
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@@ -370,9 +370,18 @@ def text_table_add_metrics(strat_results: dict) -> None:
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f"{strat_results['winning_days']} / "
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f"{strat_results['draw_days']} / {strat_results['losing_days']}",
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),
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("Max trade duration", f"{strat_results['holding_max']}"),
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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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(
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"Min/Max/Avg. Duration Winners",
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f"{strat_results.get('winner_holding_min', 'N/A')} / "
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f"{strat_results.get('winner_holding_max', 'N/A')} / "
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f"{strat_results.get('winner_holding_avg', 'N/A')}",
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),
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(
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"Min/Max/Avg. Duration Losers",
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f"{strat_results.get('loser_holding_min', 'N/A')} / "
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f"{strat_results.get('loser_holding_max', 'N/A')} / "
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f"{strat_results.get('loser_holding_avg', 'N/A')}",
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),
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(
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"Max Consecutive Wins / Loss",
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(
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@@ -336,27 +336,44 @@ def generate_trading_stats(results: DataFrame) -> dict[str, Any]:
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}
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winning_trades = results.loc[results["profit_ratio"] > 0]
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winning_duratios = winning_trades["trade_duration"]
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draw_trades = results.loc[results["profit_ratio"] == 0]
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losing_trades = results.loc[results["profit_ratio"] < 0]
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losing_duratios = losing_trades["trade_duration"]
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holding_avg = (
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timedelta(minutes=round(results["trade_duration"].mean()))
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if not results.empty
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else timedelta()
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)
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holding_max = (
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timedelta(minutes=round(results["trade_duration"].max()))
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if not results.empty
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winner_holding_min = (
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timedelta(minutes=round(winning_duratios[winning_duratios > 0].min()))
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if not winning_duratios.empty
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else timedelta()
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)
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winner_holding_max = (
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timedelta(minutes=round(winning_duratios.max()))
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if not winning_duratios.empty
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else timedelta()
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)
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winner_holding_avg = (
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timedelta(minutes=round(winning_trades["trade_duration"].mean()))
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if not winning_trades.empty
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timedelta(minutes=round(winning_duratios.mean()))
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if not winning_duratios.empty
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else timedelta()
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)
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loser_holding_min = (
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timedelta(minutes=round(losing_duratios[losing_duratios > 0].min()))
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if not losing_duratios.empty
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else timedelta()
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)
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loser_holding_max = (
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timedelta(minutes=round(losing_duratios.max()))
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if not losing_duratios.empty
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else timedelta()
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)
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loser_holding_avg = (
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timedelta(minutes=round(losing_trades["trade_duration"].mean()))
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if not losing_trades.empty
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timedelta(minutes=round(losing_duratios.mean()))
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if not losing_duratios.empty
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else timedelta()
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)
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winstreak, loss_streak = calc_streak(results)
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@@ -368,10 +385,16 @@ def generate_trading_stats(results: DataFrame) -> dict[str, Any]:
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"winrate": len(winning_trades) / len(results) if len(results) else 0.0,
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"holding_avg": holding_avg,
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"holding_avg_s": holding_avg.total_seconds(),
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"holding_max": holding_max,
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"holding_max_s": holding_max.total_seconds(),
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"winner_holding_min": winner_holding_min,
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"winner_holding_min_s": winner_holding_min.total_seconds(),
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"winner_holding_max": winner_holding_max,
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"winner_holding_max_s": winner_holding_max.total_seconds(),
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"winner_holding_avg": winner_holding_avg,
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"winner_holding_avg_s": winner_holding_avg.total_seconds(),
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"loser_holding_min": loser_holding_min,
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"loser_holding_min_s": loser_holding_min.total_seconds(),
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"loser_holding_max": loser_holding_max,
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"loser_holding_max_s": loser_holding_max.total_seconds(),
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"loser_holding_avg": loser_holding_avg,
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"loser_holding_avg_s": loser_holding_avg.total_seconds(),
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"max_consecutive_wins": winstreak,
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