trading-platform-frontend-v2/src/modules/ml/pages/MLDashboard.tsx

/**
 * MLDashboard Page
 * Main dashboard for ML predictions and signals
 * Enhanced with ICT/SMC Analysis and Ensemble Signals
 */

import React, { useEffect, useState, useCallback } from 'react';
import {
  SparklesIcon,
  FunnelIcon,
  ArrowPathIcon,
  ExclamationTriangleIcon,
  ChartBarIcon,
  BeakerIcon,
  CpuChipIcon,
} from '@heroicons/react/24/solid';
import {
  getActiveSignals,
  getAMDPhase,
  getICTAnalysis,
  getEnsembleSignal,
  scanSymbols,
  type MLSignal,
  type AMDPhase,
  type ICTAnalysis,
  type EnsembleSignal,
  type ScanResult,
} from '../../../services/mlService';
import { AMDPhaseIndicator } from '../components/AMDPhaseIndicator';
import { PredictionCard } from '../components/PredictionCard';
import { SignalsTimeline } from '../components/SignalsTimeline';
import { AccuracyMetrics } from '../components/AccuracyMetrics';
import { ICTAnalysisCard } from '../components/ICTAnalysisCard';
import { EnsembleSignalCard } from '../components/EnsembleSignalCard';
import EnsemblePanel, { type EnsembleConfig } from '../components/EnsemblePanel';

// Mock accuracy metrics (replace with API call)
const mockMetrics = {
  overall_accuracy: 68.5,
  win_rate: 62.3,
  total_signals: 156,
  successful_signals: 97,
  failed_signals: 59,
  avg_risk_reward: 2.3,
  avg_confidence: 72,
  best_performing_phase: 'accumulation',
  sharpe_ratio: 1.8,
  profit_factor: 1.7,
};

// Available symbols and timeframes - Configurable list
// Includes Forex majors, commodities, and crypto
const SYMBOLS = [
  'EURUSD',   // EUR/USD - Forex major
  'GBPUSD',   // GBP/USD - Forex major
  'USDJPY',   // USD/JPY - Forex major
  'XAUUSD',   // XAU/USD - Gold
  'BTCUSD',   // BTC/USD - Bitcoin
  'ETHUSD',   // ETH/USD - Ethereum
  'USDCHF',   // USD/CHF - Forex major
  'AUDUSD',   // AUD/USD - Forex major
];
const TIMEFRAMES = ['15M', '30M', '1H', '4H', '1D'];

// Default ensemble configuration for model weights
const DEFAULT_ENSEMBLE_CONFIG: EnsembleConfig = {
  votingMethod: 'weighted',
  minimumAgreement: 2,
  confidenceThreshold: 60,
  weights: [
    { modelId: 'amd', modelName: 'AMD Phase Detector', weight: 25, accuracy: 72 },
    { modelId: 'ict', modelName: 'ICT/SMC Analyzer', weight: 30, accuracy: 75 },
    { modelId: 'range', modelName: 'Range Predictor', weight: 25, accuracy: 68 },
    { modelId: 'tpsl', modelName: 'TP/SL Optimizer', weight: 20, accuracy: 70 },
  ],
};

export default function MLDashboard() {
  const [signals, setSignals] = useState<MLSignal[]>([]);
  const [amdPhases, setAmdPhases] = useState<Map<string, AMDPhase>>(new Map());
  const [loading, setLoading] = useState(true);
  const [error, setError] = useState<string | null>(null);
  const [lastUpdate, setLastUpdate] = useState<Date | null>(null);

  // ICT/SMC and Ensemble data
  const [ictAnalysis, setIctAnalysis] = useState<ICTAnalysis | null>(null);
  const [ensembleSignal, setEnsembleSignal] = useState<EnsembleSignal | null>(null);
  const [scanResults, setScanResults] = useState<ScanResult[]>([]);
  const [activeTab, setActiveTab] = useState<'signals' | 'ict' | 'ensemble'>('signals');

  // Filters
  const [selectedSymbol, setSelectedSymbol] = useState<string>('EURUSD');
  const [selectedTimeframe, setSelectedTimeframe] = useState<string>('1H');
  const [showOnlyActive, setShowOnlyActive] = useState(true);

  // Ensemble configuration state
  const [ensembleConfig, setEnsembleConfig] = useState<EnsembleConfig>(DEFAULT_ENSEMBLE_CONFIG);
  const [showEnsembleConfig, setShowEnsembleConfig] = useState(false);

  // Fetch all ML data
  const fetchMLData = useCallback(async () => {
    setLoading(true);
    setError(null);

    try {
      // Fetch active signals
      const activeSignals = await getActiveSignals();
      setSignals(activeSignals);

      // Fetch AMD phases for each unique symbol
      const uniqueSymbols = [...new Set(activeSignals.map(s => s.symbol))];
      const amdPhasesMap = new Map<string, AMDPhase>();

      await Promise.all(
        uniqueSymbols.map(async (symbol) => {
          try {
            const phase = await getAMDPhase(symbol);
            if (phase) {
              amdPhasesMap.set(symbol, phase);
            }
          } catch (err) {
            console.error(`Failed to fetch AMD phase for ${symbol}:`, err);
          }
        })
      );

      setAmdPhases(amdPhasesMap);
      setLastUpdate(new Date());
    } catch (err) {
      setError('Failed to fetch ML data');
      console.error('ML data fetch error:', err);
    } finally {
      setLoading(false);
    }
  }, []);

  // Fetch ICT and Ensemble data for selected symbol
  const fetchAdvancedAnalysis = useCallback(async () => {
    try {
      const [ict, ensemble, scan] = await Promise.all([
        getICTAnalysis(selectedSymbol, selectedTimeframe),
        getEnsembleSignal(selectedSymbol, selectedTimeframe),
        scanSymbols(SYMBOLS, 0.5),
      ]);
      setIctAnalysis(ict);
      setEnsembleSignal(ensemble);
      setScanResults(scan);
    } catch (err) {
      console.error('Failed to fetch advanced analysis:', err);
    }
  }, [selectedSymbol, selectedTimeframe]);

  // Handle symbol/timeframe change
  useEffect(() => {
    fetchAdvancedAnalysis();
  }, [selectedSymbol, selectedTimeframe, fetchAdvancedAnalysis]);

  // Initial fetch
  useEffect(() => {
    fetchMLData();

    // Auto-refresh every 60 seconds
    const interval = setInterval(fetchMLData, 60000);
    return () => clearInterval(interval);
  }, [fetchMLData]);

  // Filter signals
  const filteredSignals = signals.filter((signal) => {
    if (selectedSymbol !== 'all' && signal.symbol !== selectedSymbol) return false;
    if (showOnlyActive) {
      const isValid = new Date(signal.valid_until) > new Date();
      if (!isValid) return false;
    }
    return true;
  });

  // Get unique symbols for filter
  const uniqueSymbols = [...new Set(signals.map(s => s.symbol))];

  // Get primary AMD phase (most common or highest confidence)
  const getPrimaryAMDPhase = (): AMDPhase | null => {
    const phases = Array.from(amdPhases.values());
    if (phases.length === 0) return null;

    // Return the phase with highest confidence
    return phases.reduce((prev, current) =>
      (current.confidence > prev.confidence) ? current : prev
    );
  };

  const primaryPhase = getPrimaryAMDPhase();

  // Handle trade execution
  const handleExecuteTrade = (signal: MLSignal) => {
    // Navigate to trading page with pre-filled signal
    window.location.href = `/trading?symbol=${signal.symbol}&signal=${signal.signal_id}`;
  };

  // Handle advanced trade execution (ICT/Ensemble)
  const handleAdvancedTrade = (direction: 'buy' | 'sell', data: unknown) => {
    console.log('Execute trade:', direction, data);
    alert(`Would execute ${direction.toUpperCase()} trade for ${selectedSymbol}`);
  };

  // Handle ensemble config changes
  const handleEnsembleConfigChange = (newConfig: EnsembleConfig) => {
    setEnsembleConfig(newConfig);
  };

  const handleSaveEnsembleConfig = () => {
    // Save ensemble config to localStorage for persistence
    localStorage.setItem('ensembleConfig', JSON.stringify(ensembleConfig));
    setShowEnsembleConfig(false);
    // Refetch ensemble signal with new weights
    fetchAdvancedAnalysis();
  };

  const handleResetEnsembleConfig = () => {
    setEnsembleConfig(DEFAULT_ENSEMBLE_CONFIG);
  };

  // Calculate combined ensemble prediction based on current weights
  const getWeightedEnsemblePrediction = useCallback(() => {
    if (!ensembleSignal) return null;

    const strategies = ensembleSignal.strategy_signals;
    const weights = ensembleConfig.weights;

    let totalWeightedScore = 0;
    let totalWeight = 0;
    let agreementCount = 0;
    const action = ensembleSignal.action;

    // Calculate weighted score based on user-configured weights
    weights.forEach((w) => {
      const strategyKey = w.modelId as keyof typeof strategies;
      const strategy = strategies[strategyKey];
      if (strategy) {
        const normalizedWeight = w.weight / 100;
        totalWeightedScore += strategy.score * normalizedWeight;
        totalWeight += normalizedWeight;

        // Count agreement
        if (
          (action === 'BUY' && strategy.action === 'BUY') ||
          (action === 'SELL' && strategy.action === 'SELL')
        ) {
          agreementCount++;
        }
      }
    });

    const adjustedConfidence = totalWeight > 0 ? totalWeightedScore / totalWeight : 0;
    const meetsAgreement = agreementCount >= ensembleConfig.minimumAgreement;
    const meetsConfidence = Math.abs(adjustedConfidence) * 100 >= ensembleConfig.confidenceThreshold;

    return {
      adjustedScore: adjustedConfidence,
      agreementCount,
      meetsAgreement,
      meetsConfidence,
      isValidSignal: meetsAgreement && meetsConfidence,
    };
  }, [ensembleSignal, ensembleConfig]);

  return (
    <div className="space-y-6">
      {/* Header */}
      <div className="flex items-center justify-between">
        <div>
          <h1 className="text-2xl font-bold text-white flex items-center gap-2">
            <SparklesIcon className="w-7 h-7 text-blue-400" />
            ML Predictions Dashboard
          </h1>
          <p className="text-gray-400 mt-1">
            AI-powered trading signals and market analysis
          </p>
        </div>

        <div className="flex items-center gap-3">
          {lastUpdate && (
            <span className="text-sm text-gray-400">
              Updated {lastUpdate.toLocaleTimeString()}
            </span>
          )}
          <button
            onClick={fetchMLData}
            disabled={loading}
            className="flex items-center gap-2 px-4 py-2 bg-blue-600 hover:bg-blue-700 disabled:bg-gray-700 text-white rounded-lg transition-colors"
          >
            <ArrowPathIcon className={`w-4 h-4 ${loading ? 'animate-spin' : ''}`} />
            Refresh
          </button>
        </div>
      </div>

      {/* Error Message */}
      {error && (
        <div className="flex items-center gap-3 p-4 bg-red-900/20 border border-red-800 rounded-lg">
          <ExclamationTriangleIcon className="w-6 h-6 text-red-400" />
          <div className="flex-1">
            <p className="text-red-400 font-medium">{error}</p>
            <p className="text-sm text-red-300 mt-1">Please try again or contact support</p>
          </div>
        </div>
      )}

      {/* Primary AMD Phase Indicator */}
      {primaryPhase && (
        <div className="lg:col-span-2">
          <AMDPhaseIndicator
            phase={primaryPhase.phase}
            confidence={primaryPhase.confidence}
            phaseDuration={primaryPhase.phase_duration_bars}
            nextPhaseProbability={primaryPhase.next_phase_probability}
            keyLevels={primaryPhase.key_levels}
          />
        </div>
      )}

      {/* Symbol and Timeframe Selector */}
      <div className="card p-4">
        <div className="flex items-center justify-between flex-wrap gap-4">
          {/* Symbol Selector */}
          <div className="flex items-center gap-3">
            <CpuChipIcon className="w-5 h-5 text-purple-400" />
            <div className="flex gap-1">
              {SYMBOLS.map((sym) => (
                <button
                  key={sym}
                  onClick={() => setSelectedSymbol(sym)}
                  className={`px-3 py-1.5 text-sm rounded-lg transition-colors ${
                    selectedSymbol === sym
                      ? 'bg-purple-600 text-white'
                      : 'bg-gray-800 text-gray-300 hover:bg-gray-700'
                  }`}
                >
                  {sym}
                </button>
              ))}
            </div>
          </div>

          {/* Timeframe Selector */}
          <div className="flex items-center gap-2">
            {TIMEFRAMES.map((tf) => (
              <button
                key={tf}
                onClick={() => setSelectedTimeframe(tf)}
                className={`px-3 py-1.5 text-sm rounded-lg transition-colors ${
                  selectedTimeframe === tf
                    ? 'bg-blue-600 text-white'
                    : 'bg-gray-800 text-gray-300 hover:bg-gray-700'
                }`}
              >
                {tf}
              </button>
            ))}
          </div>
        </div>
      </div>

      {/* Analysis Tabs */}
      <div className="flex gap-2 border-b border-gray-700 pb-2">
        <button
          onClick={() => setActiveTab('signals')}
          className={`flex items-center gap-2 px-4 py-2 rounded-t-lg transition-colors ${
            activeTab === 'signals'
              ? 'bg-gray-800 text-blue-400 border-b-2 border-blue-400'
              : 'text-gray-400 hover:text-white'
          }`}
        >
          <SparklesIcon className="w-4 h-4" />
          ML Signals
        </button>
        <button
          onClick={() => setActiveTab('ict')}
          className={`flex items-center gap-2 px-4 py-2 rounded-t-lg transition-colors ${
            activeTab === 'ict'
              ? 'bg-gray-800 text-purple-400 border-b-2 border-purple-400'
              : 'text-gray-400 hover:text-white'
          }`}
        >
          <ChartBarIcon className="w-4 h-4" />
          ICT/SMC Analysis
        </button>
        <button
          onClick={() => setActiveTab('ensemble')}
          className={`flex items-center gap-2 px-4 py-2 rounded-t-lg transition-colors ${
            activeTab === 'ensemble'
              ? 'bg-gray-800 text-green-400 border-b-2 border-green-400'
              : 'text-gray-400 hover:text-white'
          }`}
        >
          <BeakerIcon className="w-4 h-4" />
          Ensemble Signal
        </button>
      </div>

      {/* Tab Content - ICT Analysis */}
      {activeTab === 'ict' && (
        <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
          {ictAnalysis ? (
            <ICTAnalysisCard
              analysis={ictAnalysis}
              onExecuteTrade={handleAdvancedTrade}
            />
          ) : (
            <div className="card p-8 flex items-center justify-center">
              <div className="text-gray-500">Loading ICT analysis...</div>
            </div>
          )}

          {/* Scanner Results */}
          <div className="card p-5">
            <h3 className="text-lg font-bold text-white mb-4 flex items-center gap-2">
              <FunnelIcon className="w-5 h-5 text-purple-400" />
              Market Scanner ({scanResults.length} opportunities)
            </h3>
            {scanResults.length > 0 ? (
              <div className="space-y-2 max-h-96 overflow-y-auto">
                {scanResults.map((result, idx) => (
                  <button
                    key={idx}
                    onClick={() => setSelectedSymbol(result.symbol)}
                    className={`w-full flex items-center justify-between p-3 rounded-lg transition-colors ${
                      selectedSymbol === result.symbol
                        ? 'bg-purple-900/30 border border-purple-500'
                        : 'bg-gray-800 hover:bg-gray-700'
                    }`}
                  >
                    <span className="font-semibold text-white">{result.symbol}</span>
                    <div className="flex items-center gap-3">
                      <span className={`text-sm font-bold ${
                        result.signal.action === 'BUY' ? 'text-green-400' :
                        result.signal.action === 'SELL' ? 'text-red-400' : 'text-gray-400'
                      }`}>
                        {result.signal.action}
                      </span>
                      <span className="text-xs text-gray-400">
                        {Math.round(result.signal.confidence * 100)}%
                      </span>
                    </div>
                  </button>
                ))}
              </div>
            ) : (
              <div className="text-center py-4 text-gray-500">No opportunities found</div>
            )}
          </div>
        </div>
      )}

      {/* Tab Content - Ensemble Signal */}
      {activeTab === 'ensemble' && (
        <div className="space-y-6">
          {/* Ensemble Controls */}
          <div className="flex items-center justify-between">
            <h2 className="text-lg font-bold text-white">Ensemble Analysis</h2>
            <button
              onClick={() => setShowEnsembleConfig(!showEnsembleConfig)}
              className="flex items-center gap-2 px-4 py-2 bg-purple-600 hover:bg-purple-700 text-white rounded-lg transition-colors"
            >
              <BeakerIcon className="w-4 h-4" />
              {showEnsembleConfig ? 'Hide Configuration' : 'Configure Models'}
            </button>
          </div>

          {/* Weighted Prediction Summary */}
          {ensembleSignal && (
            <div className="card p-4 bg-gradient-to-r from-purple-900/30 to-blue-900/30 border border-purple-500/30">
              <div className="flex items-center justify-between">
                <div>
                  <h3 className="text-sm text-gray-400">Weighted Ensemble Prediction</h3>
                  <div className="flex items-center gap-4 mt-1">
                    <span className={`text-2xl font-bold ${
                      ensembleSignal.action === 'BUY' ? 'text-green-400' :
                      ensembleSignal.action === 'SELL' ? 'text-red-400' : 'text-gray-400'
                    }`}>
                      {ensembleSignal.action}
                    </span>
                    <span className="text-lg text-white">
                      {Math.round(ensembleSignal.confidence * 100)}% confidence
                    </span>
                  </div>
                </div>
                {(() => {
                  const prediction = getWeightedEnsemblePrediction();
                  if (!prediction) return null;
                  return (
                    <div className="text-right">
                      <div className={`text-sm ${prediction.isValidSignal ? 'text-green-400' : 'text-yellow-400'}`}>
                        {prediction.isValidSignal ? 'Signal Valid' : 'Signal Weak'}
                      </div>
                      <div className="text-xs text-gray-400">
                        {prediction.agreementCount}/{ensembleConfig.weights.length} models agree
                      </div>
                    </div>
                  );
                })()}
              </div>
            </div>
          )}

          {/* Ensemble Configuration Panel */}
          {showEnsembleConfig && (
            <EnsemblePanel
              config={ensembleConfig}
              onConfigChange={handleEnsembleConfigChange}
              onSave={handleSaveEnsembleConfig}
              onReset={handleResetEnsembleConfig}
              isLoading={false}
            />
          )}

          <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
            {ensembleSignal ? (
              <EnsembleSignalCard
                signal={ensembleSignal}
                onExecuteTrade={handleAdvancedTrade}
              />
            ) : (
              <div className="card p-8 flex items-center justify-center">
                <div className="text-gray-500">Loading ensemble signal...</div>
              </div>
            )}

            {/* Quick comparison of all symbols */}
            <div className="card p-5">
              <h3 className="text-lg font-bold text-white mb-4">All Symbols Overview</h3>
              <div className="space-y-2 max-h-96 overflow-y-auto">
                {scanResults.map((result, idx) => (
                  <button
                    key={idx}
                    onClick={() => setSelectedSymbol(result.symbol)}
                    className={`w-full p-3 rounded-lg transition-colors text-left ${
                      selectedSymbol === result.symbol
                        ? 'bg-purple-900/30 border border-purple-500'
                        : 'bg-gray-800 hover:bg-gray-700'
                    }`}
                  >
                    <div className="flex items-center justify-between mb-2">
                      <span className="font-semibold text-white">{result.symbol}</span>
                      <span className={`text-sm font-bold ${
                        result.signal.action === 'BUY' ? 'text-green-400' :
                        result.signal.action === 'SELL' ? 'text-red-400' : 'text-gray-400'
                      }`}>
                        {result.signal.action}
                      </span>
                    </div>
                    <div className="flex items-center gap-2">
                      <div className="flex-1 h-2 bg-gray-700 rounded-full overflow-hidden">
                        <div
                          className={`h-full rounded-full ${
                            result.signal.net_score > 0 ? 'bg-green-500' : 'bg-red-500'
                          }`}
                          style={{ width: `${Math.abs(result.signal.net_score) * 50 + 50}%` }}
                        />
                      </div>
                      <span className="text-xs text-gray-400 w-12 text-right">
                        {result.signal.net_score >= 0 ? '+' : ''}{result.signal.net_score.toFixed(2)}
                      </span>
                    </div>
                  </button>
                ))}
              </div>
            </div>
          </div>
        </div>
      )}

      {/* Tab Content - Original ML Signals */}
      {activeTab === 'signals' && (
        <>
          {/* Filters and Stats Bar */}
          <div className="card p-4">
            <div className="flex items-center justify-between flex-wrap gap-4">
              {/* Filters */}
              <div className="flex items-center gap-3">
                <FunnelIcon className="w-5 h-5 text-gray-400" />

                {/* Active Only Toggle */}
                <label className="flex items-center gap-2 cursor-pointer">
                  <input
                    type="checkbox"
                    checked={showOnlyActive}
                    onChange={(e) => setShowOnlyActive(e.target.checked)}
                    className="w-4 h-4 text-blue-600 bg-gray-800 border-gray-700 rounded focus:ring-blue-500"
                  />
                  <span className="text-sm text-gray-300">Active Only</span>
                </label>
              </div>

              {/* Stats */}
              <div className="flex items-center gap-4 text-sm">
                <div className="flex items-center gap-2">
                  <ChartBarIcon className="w-4 h-4 text-blue-400" />
                  <span className="text-gray-400">Total Signals:</span>
                  <span className="text-white font-bold">{signals.length}</span>
                </div>
                <div className="flex items-center gap-2">
                  <span className="text-gray-400">Active:</span>
                  <span className="text-green-400 font-bold">{filteredSignals.length}</span>
                </div>
              </div>
            </div>
          </div>

      {/* Main Content Grid */}
      <div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
        {/* Left Column - Active Signals */}
        <div className="lg:col-span-2 space-y-6">
          <div>
            <h2 className="text-lg font-bold text-white mb-4">Active Predictions</h2>

            {loading ? (
              <div className="card p-8">
                <div className="flex items-center justify-center">
                  <ArrowPathIcon className="w-8 h-8 text-blue-400 animate-spin" />
                  <span className="ml-3 text-gray-400">Loading signals...</span>
                </div>
              </div>
            ) : filteredSignals.length > 0 ? (
              <div className="grid grid-cols-1 xl:grid-cols-2 gap-4">
                {filteredSignals.map((signal) => (
                  <PredictionCard
                    key={signal.signal_id}
                    signal={signal}
                    onExecuteTrade={handleExecuteTrade}
                  />
                ))}
              </div>
            ) : (
              <div className="card p-8 text-center">
                <SparklesIcon className="w-12 h-12 mx-auto mb-3 text-gray-600" />
                <p className="text-gray-400">No active signals found</p>
                <p className="text-sm text-gray-500 mt-1">
                  {selectedSymbol !== 'all'
                    ? `No signals for ${selectedSymbol}`
                    : 'Try adjusting your filters or refresh to load new signals'}
                </p>
              </div>
            )}
          </div>

          {/* Signals Timeline */}
          <SignalsTimeline
            signals={signals}
            maxItems={8}
          />
        </div>

        {/* Right Column - Metrics and Info */}
        <div className="space-y-6">
          {/* Accuracy Metrics */}
          <AccuracyMetrics
            metrics={mockMetrics}
            period="Last 30 days"
          />

          {/* AMD Phases by Symbol */}
          {amdPhases.size > 0 && (
            <div className="card p-5">
              <h3 className="text-lg font-bold text-white mb-4">AMD Phases by Symbol</h3>
              <div className="space-y-3">
                {Array.from(amdPhases.entries()).map(([symbol, phase]) => (
                  <div key={symbol} className="p-3 bg-gray-800 rounded-lg">
                    <div className="flex items-center justify-between mb-2">
                      <span className="font-bold text-white">{symbol}</span>
                      <span className="text-xs text-gray-400">
                        {Math.round(phase.confidence * 100)}% confidence
                      </span>
                    </div>
                    <AMDPhaseIndicator
                      phase={phase.phase}
                      confidence={phase.confidence}
                      compact={true}
                    />
                  </div>
                ))}
              </div>
            </div>
          )}

          {/* Quick Stats Card */}
          <div className="card p-5">
            <h3 className="text-lg font-bold text-white mb-4">Quick Stats</h3>
            <div className="space-y-3">
              <div className="flex items-center justify-between p-3 bg-gray-800 rounded">
                <span className="text-sm text-gray-400">Avg Confidence</span>
                <span className="text-white font-bold">
                  {signals.length > 0
                    ? Math.round(
                        signals.reduce((sum, s) => sum + s.confidence_score, 0) /
                          signals.length *
                          100
                      )
                    : 0}
                  %
                </span>
              </div>
              <div className="flex items-center justify-between p-3 bg-gray-800 rounded">
                <span className="text-sm text-gray-400">Avg Risk:Reward</span>
                <span className="text-white font-bold">
                  {signals.length > 0
                    ? (
                        signals.reduce((sum, s) => sum + s.risk_reward_ratio, 0) /
                        signals.length
                      ).toFixed(1)
                    : '0.0'}
                </span>
              </div>
              <div className="flex items-center justify-between p-3 bg-gray-800 rounded">
                <span className="text-sm text-gray-400">Tracked Symbols</span>
                <span className="text-white font-bold">{uniqueSymbols.length}</span>
              </div>
            </div>
          </div>
        </div>
      </div>
        </>
      )}
    </div>
  );
}