// Simple automation service for basic start/stop functionality

// Import AI Leverage Calculator for dynamic leverage
async function importAILeverageCalculator() {
  try {
    const { AILeverageCalculator } = await import('./ai-leverage-calculator.js');
    return AILeverageCalculator;
  } catch (error) {
    console.warn('⚠️ AI Leverage Calculator not available, using defau  shouldExecuteTrade(analysis) {
    // Always allow trade execution - the useRealDEX flag determines if it's real or simulated
    console.log(`📊 TRADE MODE: ${this.config.mode || 'SIMULATION'} - Trading ${this.config.enableTrading ? 'ENABLED' : 'DISABLED'}`);
    
    const recommendation = analysis.recommendation?.toLowerCase() || '';
    const confidence = analysis.confidence || 0;
    
    // Strategy-specific confidence requirements
    let minConfidence = 75;
    if (this.config.selectedTimeframes?.includes('5') || this.config.selectedTimeframes?.includes('15')) {
      minConfidence = 80; // Higher confidence for scalping
    }
    
    const isHighConfidence = confidence >= minConfidence;
    const isClearDirection = recommendation.includes('buy') || recommendation.includes('sell');
    
    console.log('🎯 TRADE DECISION: ' + recommendation + ' (' + confidence + '%) - Min: ' + minConfidence + '%');
    
    // Store decision data for UI display
    this.lastDecision = {
      timestamp: new Date().toISOString(),
      recommendation: analysis.recommendation || 'HOLD',
      confidence: confidence,
      minConfidenceRequired: minConfidence,
      reasoning: analysis.reasoning || analysis.summary || 'No detailed reasoning available',
      executed: false, // Will be updated if trade is executed
      executionDetails: null,
      executionError: null
    };
    
    return isHighConfidence && isClearDirection;
  }eturn null;
  }
}

// Import Enhanced Risk Manager with Learning for intelligent beach mode operation
async function importEnhancedRiskManager() {
  try {
    const EnhancedAutonomousRiskManager = require('./enhanced-autonomous-risk-manager.js');
    return EnhancedAutonomousRiskManager;
  } catch (error) {
    console.warn('⚠️ Enhanced Risk Manager not available, falling back to stable monitor');
    // Fallback to stable risk monitor
    try {
      const StableRiskMonitor = require('./stable-risk-monitor.js');
      return StableRiskMonitor;
    } catch (fallbackError) {
      console.warn('⚠️ Stable Risk Monitor also not available, using basic monitoring');
      return null;
    }
  }
}

class SimpleAutomation {
  constructor() {
    this.isRunning = false;
    this.config = null;
    this.intervalId = null;
    this.riskManager = null; // Autonomous AI Risk Manager
    this.lastDecision = null; // Store last AI decision for UI display
    this.stats = {
      totalCycles: 0,
      totalTrades: 0,
      startTime: null,
      lastActivity: null,
      status: 'Stopped',
      networkErrors: 0,
      consecutiveErrors: 0
    };
  }

  async start(config) {
    try {
      if (this.isRunning) {
        return { success: false, message: 'Automation already running' };
      }

      // Validate basic config
      if (!config.selectedTimeframes || config.selectedTimeframes.length === 0) {
        return { success: false, message: 'At least one timeframe required' };
      }

      this.config = config;
      this.isRunning = true;
      this.stats.startTime = new Date().toISOString();
      this.stats.status = 'Running';
      
      console.log('✅ AUTOMATION STATUS: isRunning =', this.isRunning);
      console.log('🎯 LIVE TRADING:', this.config.enableTrading ? 'ENABLED' : 'DISABLED');
      this.stats.totalCycles = 0;

            // Initialize Enhanced AI Risk Manager with Learning Capabilities
      try {
        const EnhancedRiskManagerClass = await importEnhancedRiskManager();
        if (EnhancedRiskManagerClass) {
          this.riskManager = new EnhancedRiskManagerClass();
          console.log('🧠 ENHANCED BEACH MODE: AI learning system activated');
          console.log('🎯 System will learn from every decision and improve over time');
          
          // Start enhanced autonomous operation
          setTimeout(() => {
            if (this.riskManager && this.riskManager.beachMode) {
              this.riskManager.beachMode();
              console.log('🏖️ Full autonomous operation with AI learning active');
            }
          }, 2000);
        }
      } catch (error) {
        console.log('🔄 Continuing without enhanced autonomous risk monitoring');
        console.error('Risk manager initialization error:', error.message);
      }

      // Auto-enable trading when in LIVE mode
      if (config.mode === 'LIVE') {
        this.config.enableTrading = true;
        console.log('🔥 LIVE TRADING ENABLED: Real trades will be executed');
      } else {
        this.config.enableTrading = false;
        console.log('📊 SIMULATION MODE: Trades will be simulated only');
      }

      // Detect strategy
      const timeframes = config.selectedTimeframes;
      let strategy = 'General';
      
      const isScalping = timeframes.includes('5') || timeframes.includes('15') || timeframes.includes('30');
      const isDayTrading = timeframes.includes('60') || timeframes.includes('120');
      const isSwingTrading = timeframes.includes('240') || timeframes.includes('D');
      
      if (isScalping) strategy = 'Scalping';
      else if (isDayTrading) strategy = 'Day Trading';
      else if (isSwingTrading) strategy = 'Swing Trading';

      console.log('SIMPLE AUTOMATION: Starting ' + strategy + ' strategy');
      console.log('TIMEFRAMES: [' + timeframes.join(', ') + ']');
      console.log('MODE: ' + (config.mode || 'SIMULATION'));

      // Start simple monitoring cycle (10 minutes for safety)
      this.intervalId = setInterval(() => {
        this.runCycle();
      }, 10 * 60 * 1000); // 10 minutes

      // First cycle after 30 seconds
      setTimeout(() => {
        this.runCycle();
      }, 30000);

      return { 
        success: true, 
        message: strategy + ' automation started successfully',
        strategy: strategy,
        timeframes: timeframes
      };

    } catch (error) {
      console.error('Failed to start automation:', error);
      return { success: false, message: 'Failed to start automation: ' + error.message };
    }
  }

  async stop() {
    try {
      console.log('🛑 STOPPING AUTOMATION...');
      this.isRunning = false;
      this.stats.status = 'Stopped';
      console.log('✅ AUTOMATION STATUS: isRunning =', this.isRunning);

      if (this.intervalId) {
        clearInterval(this.intervalId);
        this.intervalId = null;
      }

      // Stop risk monitor if running
      if (this.riskManager && this.riskManager.stop) {
        this.riskManager.stop();
        console.log('🏖️ Beach mode monitoring stopped');
      }

      console.log('SIMPLE AUTOMATION: Stopped');
      
      return { success: true, message: 'Automation stopped successfully' };
    } catch (error) {
      console.error('Failed to stop automation:', error);
      return { success: false, message: 'Failed to stop automation: ' + error.message };
    }
  }

  async runCycle() {
    try {
      // Check if automation should still be running
      if (!this.isRunning) {
        console.log('⏹️ AUTOMATION STOPPED: Skipping cycle');
        return;
      }
      
      this.stats.totalCycles++;
      this.stats.lastActivity = new Date().toISOString();
      
      console.log('🔄 AUTOMATION CYCLE ' + this.stats.totalCycles + ': ' + (this.config?.symbol || 'SOLUSD'));
      console.log('⏰ TIME: ' + new Date().toLocaleTimeString());
      console.log('📊 STRATEGY: ' + (this.config.selectedTimeframes?.join(', ') || 'N/A') + ' timeframes');
      
      if (this.config) {
        // Perform actual analysis using enhanced screenshot API
        await this.performAnalysis();
        
        // Reset error counter on successful cycle
        this.stats.consecutiveErrors = 0;
      }
      
    } catch (error) {
      console.error('❌ CRITICAL ERROR in automation cycle:', error);
      console.error('❌ Stack trace:', error.stack);
      
      // Increment error counter
      this.stats.consecutiveErrors = (this.stats.consecutiveErrors || 0) + 1;
      
      // If too many consecutive errors, stop automation
      if (this.stats.consecutiveErrors >= 3) {
        console.error('🚨 TOO MANY ERRORS: Stopping automation after', this.stats.consecutiveErrors, 'consecutive failures');
        this.isRunning = false;
        this.stats.status = 'Stopped due to errors';
        
        if (this.intervalId) {
          clearInterval(this.intervalId);
          this.intervalId = null;
        }
        return;
      }
      
      console.log(`⚠️ Error ${this.stats.consecutiveErrors}/3 - Will retry next cycle`);
    }
  }

  async performAnalysis() {
    console.log(`📊 TRUE PARALLEL ANALYSIS: Starting simultaneous analysis for ${this.config.selectedTimeframes.length} timeframes...`);
    console.log(`🚀 This will capture ${this.config.selectedTimeframes.length * 2} screenshots in parallel (${this.config.selectedTimeframes.length} timeframes × 2 layouts)`);
    
    try {
      // Use internal container port for server-side API calls
      const baseUrl = process.env.INTERNAL_API_URL || 'http://localhost:3000';
      const response = await fetch(`${baseUrl}/api/batch-analysis`, {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({
          symbol: this.config.symbol,
          timeframes: this.config.selectedTimeframes, // All timeframes at once!
          layouts: ['ai', 'diy'],
          analyze: true
        })
      });

      if (!response.ok) {
        console.warn(`⚠️ BATCH API ERROR: ${response.status}, falling back to sequential...`);
        return this.performSequentialAnalysis();
      }

      const result = await response.json();
      
      if (result.success && result.analysis) {
        // Reset consecutive error counter on success
        this.stats.consecutiveErrors = 0;
        
        console.log(`✅ PARALLEL ANALYSIS COMPLETE: ${result.totalScreenshots} screenshots captured`);
        console.log(`📊 COMBINED Recommendation: ${result.analysis.recommendation}`);
        console.log(`🎯 COMBINED Confidence: ${result.analysis.confidence}%`);
        console.log(`⏰ Timeframes analyzed: ${result.timeframes.join(', ')}`);
        
        // Check if we should execute a trade based on combined analysis
        if (this.shouldExecuteTrade(result.analysis)) {
          console.log('💰 TRADE SIGNAL: Executing trade...');
          await this.executeTrade(result.analysis);
        } else {
          console.log('📈 SIGNAL: Combined analysis complete, no trade executed');
        }
        
        return;
      } else {
        console.warn('⚠️ BATCH ANALYSIS: No valid data, falling back to sequential...');
        return this.performSequentialAnalysis();
      }
    } catch (error) {
      // Track network errors
      this.stats.networkErrors++;
      this.stats.consecutiveErrors++;
      
      console.error(`❌ PARALLEL ANALYSIS FAILED (Network Error #${this.stats.networkErrors}):`, error.message);
      
      // If too many consecutive errors, slow down
      if (this.stats.consecutiveErrors >= 3) {
        console.warn(`⚠️ HIGH NETWORK ERROR COUNT: ${this.stats.consecutiveErrors} consecutive failures. System will continue but may slow down.`);
      }
      
      console.log(`🔄 FALLBACK: Using sequential analysis...`);
      return this.performSequentialAnalysis();
    }
  }

  // Fallback sequential analysis method
  async performSequentialAnalysis() {
    try {
      console.log('📸 SEQUENTIAL ANALYSIS: Starting...');
      
      const allResults = [];
      
      // Analyze each timeframe separately
      for (const timeframe of this.config.selectedTimeframes) {
        console.log(`📊 ANALYZING: ${timeframe} timeframe...`);
        
        // Use the enhanced screenshot API for each timeframe
        const baseUrl = process.env.INTERNAL_API_URL || 'http://localhost:3000';
        const response = await fetch(`${baseUrl}/api/enhanced-screenshot`, {
          method: 'POST',
          headers: { 'Content-Type': 'application/json' },
          body: JSON.stringify({
            symbol: this.config.symbol,
            timeframe: timeframe,  // Send one timeframe at a time
            layouts: ['ai', 'diy'],
            analyze: true
          })
        });

        if (!response.ok) {
          console.log(`⚠️ TIMEFRAME ${timeframe}: API error ${response.status}`);
          continue;
        }

        const result = await response.json();
        
        if (result.analysis) {
          console.log(`✅ TIMEFRAME ${timeframe}: ${result.analysis.recommendation} (${result.analysis.confidence}%)`);
          allResults.push({
            timeframe: timeframe,
            analysis: result.analysis,
            screenshots: result.screenshots
          });
        } else {
          console.log(`⚠️ TIMEFRAME ${timeframe}: No analysis data`);
        }
      }
      
      if (allResults.length > 0) {
        console.log('✅ MULTI-TIMEFRAME ANALYSIS COMPLETE:');
        
        // Combine results for overall decision
        const combinedAnalysis = this.combineTimeframeAnalysis(allResults);
        
        console.log('📊 COMBINED Recommendation: ' + combinedAnalysis.recommendation);
        console.log('🎯 COMBINED Confidence: ' + combinedAnalysis.confidence + '%');
        console.log('⏰ Timeframes analyzed: ' + allResults.map(r => r.timeframe).join(', '));
        
        // Check if we should execute a trade based on combined analysis
        if (this.shouldExecuteTrade(combinedAnalysis)) {
          console.log('💰 TRADE SIGNAL: Executing trade...');
          await this.executeTrade(combinedAnalysis);
        } else {
          console.log('📈 SIGNAL: Combined analysis complete, no trade executed');
        }
      } else {
        console.log('⚠️ ANALYSIS: No valid analysis data from any timeframe');
      }
      
    } catch (error) {
      console.error('❌ ANALYSIS ERROR:', error.message);
    }
  }

  combineTimeframeAnalysis(results) {
    if (results.length === 1) {
      return results[0].analysis;
    }
    
    // Simple combination logic - can be enhanced
    const recommendations = results.map(r => r.analysis.recommendation?.toLowerCase() || 'hold');
    const confidences = results.map(r => r.analysis.confidence || 0);
    
    // Count votes for each recommendation
    const votes = {};
    recommendations.forEach(rec => {
      votes[rec] = (votes[rec] || 0) + 1;
    });
    
    // Get majority recommendation
    const majorityRec = Object.keys(votes).reduce((a, b) => votes[a] > votes[b] ? a : b);
    
    // Average confidence, but boost if multiple timeframes agree
    const avgConfidence = confidences.reduce((sum, conf) => sum + conf, 0) / confidences.length;
    const agreementBonus = votes[majorityRec] > 1 ? 10 : 0; // +10% if multiple agree
    const finalConfidence = Math.min(95, avgConfidence + agreementBonus);
    
    console.log(`🔄 CONSENSUS: ${majorityRec.toUpperCase()} from ${votes[majorityRec]}/${results.length} timeframes`);
    
    return {
      recommendation: majorityRec,
      confidence: Math.round(finalConfidence),
      reasoning: `Multi-timeframe consensus from ${results.length} timeframes (${results.map(r => r.timeframe).join(', ')})`,
      timeframeResults: results
    };
  }

  shouldExecuteTrade(analysis) {
    // Always allow trade execution - the useRealDEX flag determines if it's real or simulated
    console.log(`� TRADE MODE: ${this.config.mode || 'SIMULATION'} - Trading ${this.config.enableTrading ? 'ENABLED' : 'DISABLED'}`);
    
    const recommendation = analysis.recommendation?.toLowerCase() || '';
    const confidence = analysis.confidence || 0;
    
    // Strategy-specific confidence requirements
    let minConfidence = 75;
    if (this.config.selectedTimeframes?.includes('5') || this.config.selectedTimeframes?.includes('15')) {
      minConfidence = 80; // Higher confidence for scalping
    }
    
    const isHighConfidence = confidence >= minConfidence;
    const isClearDirection = recommendation.includes('buy') || recommendation.includes('sell');
    
    console.log('🎯 TRADE DECISION: ' + recommendation + ' (' + confidence + '%) - Min: ' + minConfidence + '%');
    
    return isHighConfidence && isClearDirection;
  }

  async executeTrade(analysis) {
    try {
      console.log('💰 EXECUTING TRADE...');
      console.log('📊 Analysis data:', JSON.stringify(analysis, null, 2));
      
      // Map analysis recommendation to trading side
      const recommendation = analysis.recommendation?.toLowerCase() || '';
      let side = '';
      
      if (recommendation.includes('buy')) {
        side = 'BUY';
      } else if (recommendation.includes('sell')) {
        side = 'SELL';
      } else {
        console.log('❌ TRADE SKIP: Invalid recommendation - ' + recommendation);
        return { success: false, error: 'Invalid recommendation: ' + recommendation };
      }

      // Extract stop loss and take profit from analysis
      let stopLoss = null;
      let takeProfit = null;
      
      // Try to extract from the structured analysis format
      if (analysis.stopLoss && typeof analysis.stopLoss === 'object') {
        stopLoss = analysis.stopLoss.price;
      } else if (analysis.stopLoss && typeof analysis.stopLoss === 'number') {
        stopLoss = analysis.stopLoss;
      }
      
      // Extract take profit - prefer tp1 if available
      if (analysis.takeProfits && typeof analysis.takeProfits === 'object') {
        if (analysis.takeProfits.tp1 && analysis.takeProfits.tp1.price) {
          takeProfit = analysis.takeProfits.tp1.price;
        } else if (analysis.takeProfits.tp2 && analysis.takeProfits.tp2.price) {
          takeProfit = analysis.takeProfits.tp2.price;
        }
      } else if (analysis.takeProfit && typeof analysis.takeProfit === 'number') {
        takeProfit = analysis.takeProfit;
      }
      
      // Fallback: try to extract from nested levels object
      if (!stopLoss && analysis.levels) {
        stopLoss = analysis.levels.stopLoss || analysis.levels.stop;
      }
      if (!takeProfit && analysis.levels) {
        takeProfit = analysis.levels.takeProfit || analysis.levels.target;
      }

      // Parse numeric values if they're strings
      if (stopLoss && typeof stopLoss === 'string') {
        stopLoss = parseFloat(stopLoss.replace(/[^0-9.]/g, ''));
      }
      if (takeProfit && typeof takeProfit === 'string') {
        takeProfit = parseFloat(takeProfit.replace(/[^0-9.]/g, ''));
      }

      console.log(`🎯 Trade levels - SL: ${stopLoss}, TP: ${takeProfit}`);

      // Calculate optimal leverage using AI Leverage Calculator
      let optimalLeverage = 1; // Default fallback
      console.log('🔧 DEBUG: Starting leverage calculation...');
      try {
        const AILeverageCalculator = await importAILeverageCalculator();
        console.log('🔧 DEBUG: AI Leverage Calculator imported:', !!AILeverageCalculator);
        if (AILeverageCalculator && stopLoss) {
          console.log('🔧 DEBUG: Both calculator and stopLoss available, proceeding...');
          // Get current price from analysis
          const currentPrice = analysis.entry?.price || analysis.currentPrice || 178; // fallback price
          
          // Get real account data from Drift API
          let accountValue = 49; // fallback
          let availableBalance = 49; // fallback
          
          try {
            const baseUrl = process.env.INTERNAL_API_URL || 'http://localhost:3000';
            console.log('🔧 DEBUG: Fetching balance from:', baseUrl);
            const balanceResponse = await fetch(`${baseUrl}/api/drift/balance`);
            const balanceData = await balanceResponse.json();
            if (balanceData.success) {
              accountValue = balanceData.accountValue;
              availableBalance = balanceData.availableBalance;
              console.log(`💰 Real account data: $${accountValue.toFixed(2)} total, $${availableBalance.toFixed(2)} available`);
            } else {
              console.log('🔧 DEBUG: Balance API returned error:', balanceData);
            }
          } catch (balanceError) {
            console.warn('⚠️ Failed to get real balance, using fallback:', balanceError.message);
          }
          
          console.log(`🧮 Calculating optimal leverage: Entry=$${currentPrice}, StopLoss=$${stopLoss}`);
          
          const leverageResult = AILeverageCalculator.calculateOptimalLeverage({
            accountValue,
            availableBalance,
            entryPrice: currentPrice,
            stopLossPrice: stopLoss,
            side: side === 'BUY' ? 'long' : 'short',
            maxLeverageAllowed: 100, // Drift platform max (can go up to 101x)
            safetyBuffer: 0.10 // 10% safety buffer
          });
          
          optimalLeverage = leverageResult.recommendedLeverage;
          console.log(`🎯 AI Calculated Leverage: ${optimalLeverage.toFixed(1)}x (Risk: ${leverageResult.riskAssessment})`);
          console.log(`📊 Leverage Details: ${leverageResult.reasoning}`);
        } else {
          console.log('🔧 DEBUG: Skipping leverage calc - Calculator:', !!AILeverageCalculator, 'StopLoss:', !!stopLoss);
        }
      } catch (leverageError) {
        console.warn('⚠️ Leverage calculation failed, using default 1x:', leverageError.message);
      }
      
      console.log(`🔧 DEBUG: Final leverage to use: ${optimalLeverage}x`);

      // Use the trading API with proper fields for Drift
      const tradePayload = {
        symbol: this.config.symbol,
        side: side,
        amount: this.config.tradingAmount || 49, // Use available balance
        leverage: optimalLeverage, // Use AI-calculated optimal leverage
        stopLoss: stopLoss,
        takeProfit: takeProfit,
        useRealDEX: true, // Enable LIVE trading always
        analysis: analysis // Include analysis for reference
      };
      
      console.log('📊 TRADE PAYLOAD:', tradePayload);
      
      const baseUrl = process.env.INTERNAL_API_URL || 'http://localhost:3000';
      const response = await fetch(`${baseUrl}/api/trading/execute-drift`, {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify(tradePayload)
      });

      const result = await response.json();
      
      if (result.success) {
        console.log('✅ TRADE EXECUTED: ' + result.message);
        this.stats.totalTrades = (this.stats.totalTrades || 0) + 1;
        this.stats.successfulTrades = (this.stats.successfulTrades || 0) + 1;
      } else {
        console.log('❌ TRADE FAILED: ' + result.error);
      }
      
      return result;
    } catch (error) {
      console.error('❌ TRADE ERROR:', error.message);
      return { success: false, error: error.message };
    }
  }

  getStatus() {
    const baseStatus = {
      isActive: this.isRunning,
      mode: this.config?.mode || 'SIMULATION',
      enableTrading: this.config?.enableTrading || false,
      tradingStatus: this.config?.enableTrading ? 'REAL TRADES' : 'SIMULATED ONLY',
      symbol: this.config?.symbol || 'SOLUSD',
      timeframes: this.config?.selectedTimeframes || [],
      automationType: 'SIMPLE',
      ...this.stats
    };
    
    // Add more descriptive status based on running state
    if (this.isRunning) {
      baseStatus.detailedStatus = 'Running - Monitoring for trade opportunities';
      baseStatus.nextAction = 'Next analysis cycle in progress';
    } else {
      baseStatus.detailedStatus = 'Stopped - No monitoring active';
      baseStatus.nextAction = 'Start automation to begin monitoring';
    }
    
    return baseStatus;
  }
}

// Export singleton instance
const simpleAutomation = new SimpleAutomation();
export { simpleAutomation };
