Update scoring and progress
This commit is contained in:
@@ -3,19 +3,20 @@ using static Managing.Common.Enums;
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public class BacktestScorer
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{
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// Updated weights with more balanced distribution
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// Updated weights with more emphasis on HODL comparison and risk management
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private static readonly Dictionary<string, double> Weights = new Dictionary<string, double>
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{
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{ "GrowthPercentage", 0.25 },
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{ "GrowthPercentage", 0.20 },
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{ "SharpeRatio", 0.15 },
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{ "MaxDrawdownUsd", 0.12 },
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{ "HodlComparison", 0.05 },
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{ "WinRate", 0.15 },
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{ "MaxDrawdownUsd", 0.10 },
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{ "HodlComparison", 0.15 }, // Increased from 0.05 to 0.15
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{ "WinRate", 0.12 },
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{ "ProfitabilityBonus", 0.08 },
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{ "TradeCount", 0.05 },
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{ "RecoveryTime", 0.02 },
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{ "TestDuration", 0.03 },
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{ "FeesImpact", 0.02 }
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{ "FeesImpact", 0.02 },
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{ "RiskAdjustedReturn", 0.08 } // New component
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};
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public static double CalculateTotalScore(BacktestScoringParams p)
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@@ -52,7 +53,8 @@ public class BacktestScorer
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{ "TradeCount", CalculateTradeCountScore(p.TradeCount) },
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{ "RecoveryTime", CalculateRecoveryScore(p.MaxDrawdownRecoveryTime, p.Timeframe) },
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{ "TestDuration", CalculateTestDurationScore(p.StartDate, p.EndDate, p.Timeframe) },
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{ "FeesImpact", CalculateFeesImpactScore(p.FeesPaid, p.InitialBalance, (decimal)p.TotalPnL) }
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{ "FeesImpact", CalculateFeesImpactScore(p.FeesPaid, p.InitialBalance, (decimal)p.TotalPnL) },
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{ "RiskAdjustedReturn", CalculateRiskAdjustedReturnScore(p.TotalPnL, p.MaxDrawdown, p.InitialBalance) }
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};
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return componentScores.Sum(kvp => kvp.Value * Weights[kvp.Key]);
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@@ -89,14 +91,25 @@ public class BacktestScorer
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penaltyMultiplier *= Math.Max(0.5, 1 - profitPenalty);
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}
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// 5. Drawdown Penalty (Dynamic)
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// 5. Drawdown Penalty (Dynamic) - Enhanced to consider PnL ratio
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if (p.MaxDrawdownPc > 20)
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{
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var drawdownPenalty = (p.MaxDrawdownPc - 20) * 0.02; // 2% penalty per 1% above 20%
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penaltyMultiplier *= Math.Max(0.3, 1 - drawdownPenalty);
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}
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// 6. Test Duration Penalty (Dynamic)
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// 6. Enhanced Drawdown vs PnL Penalty
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if (p.TotalPnL > 0 && p.MaxDrawdown > 0)
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{
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var drawdownToPnLRatio = (double)(p.MaxDrawdown / (decimal)p.TotalPnL);
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if (drawdownToPnLRatio > 1.5) // If drawdown is more than 150% of PnL
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{
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var ratioPenalty = (drawdownToPnLRatio - 1.5) * 0.2; // 20% penalty per 0.5 ratio above 1.5
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penaltyMultiplier *= Math.Max(0.2, 1 - ratioPenalty);
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}
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}
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// 7. Test Duration Penalty (Dynamic)
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var testDurationDays = (p.EndDate - p.StartDate).TotalDays;
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if (testDurationDays < 30)
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{
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@@ -154,8 +167,6 @@ public class BacktestScorer
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};
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}
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private static double CalculateDrawdownUsdScore(decimal maxDrawdown, decimal initialBalance)
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{
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if (initialBalance <= 0) return 0;
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@@ -188,10 +199,16 @@ public class BacktestScorer
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private static double CalculateHodlComparisonScore(double strategyGrowth, double hodlGrowth)
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{
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var difference = strategyGrowth - hodlGrowth;
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// Much more aggressive scoring for HODL comparison
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return difference switch
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{
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> 0 => 80 - (80 / (1 + difference / 3)), // Reduced max to 80
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_ => Math.Max(0, 20 + difference * 2) // Reduced base score
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> 5 => 100, // Significantly outperform HODL (>5% better)
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> 2 => 80 + (difference - 2) * 6.67, // 2-5% better: 80-100 points
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> 0 => 40 + difference * 20, // 0-2% better: 40-80 points
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> -2 => 20 + (difference + 2) * 10, // -2-0%: 20-40 points
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> -5 => Math.Max(0, 10 + (difference + 5) * 3.33), // -5 to -2%: 0-20 points
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_ => 0 // More than 5% worse than HODL = 0 points
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};
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}
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@@ -273,4 +290,22 @@ public class BacktestScorer
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return feeEfficiency;
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}
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private static double CalculateRiskAdjustedReturnScore(double totalPnL, decimal maxDrawdown, decimal initialBalance)
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{
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if (initialBalance <= 0 || maxDrawdown <= 0) return 0;
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var pnlRatio = totalPnL / (double)maxDrawdown;
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// Score based on PnL to drawdown ratio
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return pnlRatio switch
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{
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> 3 => 100, // Excellent risk-adjusted return (>3:1)
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> 2 => 80 + (pnlRatio - 2) * 20, // 2-3:1: 80-100 points
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> 1.5 => 60 + (pnlRatio - 1.5) * 40, // 1.5-2:1: 60-80 points
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> 1 => 40 + (pnlRatio - 1) * 40, // 1-1.5:1: 40-60 points
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> 0.5 => 20 + (pnlRatio - 0.5) * 40, // 0.5-1:1: 20-40 points
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_ => Math.Max(0, pnlRatio * 40) // 0-0.5:1: 0-20 points
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};
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}
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}
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@@ -5,7 +5,7 @@ import useApiUrlStore from '../../../app/store/apiStore'
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import useBacktestStore from '../../../app/store/backtestStore'
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import type {Backtest} from '../../../generated/ManagingApi'
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import {BacktestClient} from '../../../generated/ManagingApi'
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import {CardText, ConfigDisplayModal, IndicatorsDisplay, SelectColumnFilter, Table} from '../../mollecules'
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import {ConfigDisplayModal, IndicatorsDisplay, SelectColumnFilter, Table} from '../../mollecules'
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import {UnifiedTradingModal} from '../index'
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import Toast from '../../mollecules/Toast/Toast'
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@@ -37,6 +37,9 @@ const BacktestTable: React.FC<BacktestTableProps> = ({list, isFetching, displayS
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medianCooldown: 0,
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})
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// Summary collapse state
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const [isSummaryCollapsed, setIsSummaryCollapsed] = useState(true)
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// Bot configuration modal state
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const [showBotConfigModal, setShowBotConfigModal] = useState(false)
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const [selectedBacktest, setSelectedBacktest] = useState<Backtest | null>(null)
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@@ -471,37 +474,56 @@ const BacktestTable: React.FC<BacktestTableProps> = ({list, isFetching, displayS
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) : (
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<>
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{list && list.length > 0 && displaySummary && (
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<>
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<div className="mb-4">
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<CardText
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title="Average Optimized Money Management"
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content={
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"SL: " + optimizedMoneyManagement.stopLoss.toFixed(2) + "% | TP: " +
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optimizedMoneyManagement.takeProfit.toFixed(2) + "% | R/R: " +
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(optimizedMoneyManagement.takeProfit / optimizedMoneyManagement.stopLoss || 0).toFixed(2)
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}
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/>
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</div>
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<div className="mb-4">
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<CardText
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title="Position Timing Statistics"
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content={
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"Avg: " + positionTimingStats.averageOpenTime.toFixed(1) + "h | " +
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"Median: " + positionTimingStats.medianOpenTime.toFixed(1) + "h | " +
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"Losing Avg: " + positionTimingStats.losingPositionsAverageOpenTime.toFixed(1) + "h"
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}
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/>
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</div>
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<div className="mb-4">
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<CardText
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title="Cooldown Recommendations"
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content={
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"Avg: " + cooldownRecommendations.averageCooldown + " candles | " +
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"Median: " + cooldownRecommendations.medianCooldown + " candles"
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}
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/>
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</div>
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</>
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<div className="mb-4">
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<button
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onClick={() => setIsSummaryCollapsed(!isSummaryCollapsed)}
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className="btn btn-sm btn-outline mb-2"
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>
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{isSummaryCollapsed ? (
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<>
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<ChevronRightIcon className="w-4 h-4 mr-1" />
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Show Summary
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</>
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) : (
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<>
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<ChevronDownIcon className="w-4 h-4 mr-1" />
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Hide Summary
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</>
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)}
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</button>
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{!isSummaryCollapsed && (
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<div className="bg-base-200 p-4 rounded-lg space-y-3">
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<div className="flex flex-wrap gap-4 text-sm">
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<div className="flex-1 min-w-0">
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<div className="font-semibold text-xs text-gray-600 mb-1">Money Management</div>
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<div className="flex gap-2">
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<span className="badge badge-outline">SL: {optimizedMoneyManagement.stopLoss.toFixed(2)}%</span>
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<span className="badge badge-outline">TP: {optimizedMoneyManagement.takeProfit.toFixed(2)}%</span>
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<span className="badge badge-outline">R/R: {(optimizedMoneyManagement.takeProfit / optimizedMoneyManagement.stopLoss || 0).toFixed(2)}</span>
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</div>
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</div>
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<div className="flex-1 min-w-0">
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<div className="font-semibold text-xs text-gray-600 mb-1">Position Timing</div>
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<div className="flex gap-2">
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<span className="badge badge-outline">Avg: {positionTimingStats.averageOpenTime.toFixed(1)}h</span>
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<span className="badge badge-outline">Median: {positionTimingStats.medianOpenTime.toFixed(1)}h</span>
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<span className="badge badge-outline">Losing: {positionTimingStats.losingPositionsAverageOpenTime.toFixed(1)}h</span>
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</div>
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</div>
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<div className="flex-1 min-w-0">
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<div className="font-semibold text-xs text-gray-600 mb-1">Cooldown</div>
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<div className="flex gap-2">
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<span className="badge badge-outline">Avg: {cooldownRecommendations.averageCooldown} candles</span>
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<span className="badge badge-outline">Median: {cooldownRecommendations.medianCooldown} candles</span>
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</div>
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</div>
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</div>
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</div>
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)}
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</div>
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)}
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<Table
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columns={columns}
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@@ -1,13 +1,16 @@
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import React from 'react';
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import Plot from 'react-plotly.js';
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import {Backtest} from '../../../generated/ManagingApi';
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import useTheme from '../../../hooks/useTheme';
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interface Fitness3DPlotProps {
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backtests: Backtest[];
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theme: { secondary: string };
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}
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const Fitness3DPlot: React.FC<Fitness3DPlotProps> = ({ backtests, theme }) => {
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const Fitness3DPlot: React.FC<Fitness3DPlotProps> = ({ backtests }) => {
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const theme = useTheme().themeProperty()
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const LOOPBACK_CONFIG = {
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singleIndicator: 1,
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multipleIndicators: { min: 5, max: 15 },
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@@ -113,9 +116,9 @@ const Fitness3DPlot: React.FC<Fitness3DPlotProps> = ({ backtests, theme }) => {
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layout={{
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title: {text: 'Fitness Score vs Score vs Win Rate'},
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scene: {
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xaxis: {title: {text: 'Fitness Score'}},
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yaxis: {title: {text: 'Score'}},
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zaxis: {title: {text: 'Win Rate (%)'}},
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xaxis: {title: {text: 'Fitness Score'}, zerolinecolor: theme.secondary, color: theme.secondary},
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yaxis: {title: {text: 'Score'}, zerolinecolor: theme.secondary, color: theme.secondary},
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zaxis: {title: {text: 'Win Rate (%)'}, zerolinecolor: theme.secondary, color: theme.secondary},
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},
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width: 750,
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height: 600,
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@@ -126,8 +129,8 @@ const Fitness3DPlot: React.FC<Fitness3DPlotProps> = ({ backtests, theme }) => {
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r: 0,
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t: 0,
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},
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paper_bgcolor: '#121212',
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plot_bgcolor: theme.secondary,
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paper_bgcolor: "rgba(0,0,0,0)",
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plot_bgcolor: "rgba(0,0,0,0)",
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}}
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config={{displayModeBar: false}}
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/>
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@@ -1,13 +1,16 @@
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import React from 'react'
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import Plot from 'react-plotly.js'
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import {Backtest} from '../../../generated/ManagingApi'
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import useTheme from '../../../hooks/useTheme'
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interface ScoreVsGenerationProps {
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backtests: Backtest[]
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theme: { secondary: string }
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}
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const ScoreVsGeneration: React.FC<ScoreVsGenerationProps> = ({ backtests, theme }) => {
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const ScoreVsGeneration: React.FC<ScoreVsGenerationProps> = ({ backtests }) => {
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const theme = useTheme().themeProperty()
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// Helper function to get generation from metadata
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const getGeneration = (backtest: Backtest): number => {
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if (backtest.metadata && typeof backtest.metadata === 'object' && 'generation' in backtest.metadata) {
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@@ -115,7 +118,7 @@ const ScoreVsGeneration: React.FC<ScoreVsGenerationProps> = ({ backtests, theme
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color: theme.secondary
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}
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},
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gridcolor: theme.secondary,
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gridcolor: theme.neutral,
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zerolinecolor: theme.secondary,
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color: theme.secondary
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},
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@@ -126,7 +129,7 @@ const ScoreVsGeneration: React.FC<ScoreVsGenerationProps> = ({ backtests, theme
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color: theme.secondary
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}
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},
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gridcolor: theme.secondary,
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gridcolor: theme.neutral,
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zerolinecolor: theme.secondary,
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color: theme.secondary
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},
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@@ -86,9 +86,9 @@ const TPvsSLvsPnL3DPlot: React.FC<TPvsSLvsPnL3DPlotProps> = ({ backtests, theme
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layout={{
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title: {text: 'Take Profit % vs Stop Loss % vs PnL'},
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scene: {
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xaxis: {title: {text: 'Take Profit (%)'}},
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yaxis: {title: {text: 'Stop Loss (%)'}},
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zaxis: {title: {text: 'PnL ($)'}},
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xaxis: {title: {text: 'Take Profit (%)'}, zerolinecolor: theme.secondary, color: theme.secondary},
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yaxis: {title: {text: 'Stop Loss (%)'}, zerolinecolor: theme.secondary, color: theme.secondary},
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zaxis: {title: {text: 'PnL ($)'}, zerolinecolor: theme.secondary, color: theme.secondary},
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},
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width: 750,
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height: 600,
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@@ -99,8 +99,8 @@ const TPvsSLvsPnL3DPlot: React.FC<TPvsSLvsPnL3DPlotProps> = ({ backtests, theme
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r: 0,
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t: 0,
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},
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paper_bgcolor: '#121212',
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plot_bgcolor: theme.secondary,
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paper_bgcolor: "rgba(0,0,0,0)",
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plot_bgcolor: "rgba(0,0,0,0)",
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}}
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config={{displayModeBar: false}}
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/>
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@@ -248,20 +248,34 @@ const BacktestGeneticBundle: React.FC = () => {
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accessor: 'timeframe',
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},
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{
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Header: 'Progress',
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Header: 'Progress & Status',
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accessor: 'currentGeneration',
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Cell: ({value, row}: { value: number, row: any }) => {
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const generations = row.original.generations
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const currentGen = value || 0
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const percentage = generations > 0 ? Math.round((currentGen / generations) * 100) : 0
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const status = row.original.status
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// Calculate color based on percentage (red to green)
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const getProgressColor = (percent: number) => {
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if (percent <= 25) return 'progress-error'
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if (percent <= 50) return 'progress-warning'
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if (percent <= 75) return 'progress-info'
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return 'progress-success'
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}
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return (
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<div className="flex flex-col gap-1">
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<div className="text-xs">
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{currentGen} / {generations}
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<div className="flex flex-col gap-2">
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<div className="flex items-center justify-between">
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<span className={`badge badge-sm ${getStatusBadgeColor(status)}`}>
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{status}
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</span>
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<div className="text-xs">
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{currentGen} / {generations}
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</div>
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</div>
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<progress
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className="progress progress-primary w-full h-2"
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className={`progress w-56 ${getProgressColor(percentage)}`}
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value={percentage}
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max="100"
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/>
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@@ -290,15 +304,7 @@ const BacktestGeneticBundle: React.FC = () => {
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<span className="text-xs">{value}</span>
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),
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},
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{
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Header: 'Status',
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accessor: 'status',
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Cell: ({value}: { value: string }) => (
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<span className={`badge ${getStatusBadgeColor(value)}`}>
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{value}
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</span>
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),
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},
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{
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Header: 'Actions',
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accessor: 'actions',
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