import { DatabaseService } from '../database/DatabaseService.js';
import { AIService } from '../ai/AIService.js';
import { AdvancedAnalytics, ProjectTrendData, AgentMetrics, ResourceMetrics, PredictiveData, ReportFormat } from '../types/index.js';
/**
 * Advanced Analytics Service for ControlAI MCP
 * Provides comprehensive analytics, reporting, and predictive insights
 */
export declare class AdvancedAnalyticsService {
    private database;
    private aiService;
    private metricsCache;
    private readonly CACHE_TTL;
    constructor(database: DatabaseService, aiService: AIService);
    /**
     * Get comprehensive analytics data
     */
    getAdvancedAnalytics(timeRange?: {
        start: Date;
        end: Date;
    }): Promise<AdvancedAnalytics>;
    /**
     * Analyze project trends and performance
     */
    getProjectTrends(timeRange?: {
        start: Date;
        end: Date;
    }): Promise<ProjectTrendData[]>;
    /**
     * Get comprehensive agent performance metrics
     */
    getAgentPerformanceMetrics(timeRange?: {
        start: Date;
        end: Date;
    }): Promise<AgentMetrics[]>;
    /**
     * Analyze resource utilization and capacity
     */
    getResourceUtilization(timeRange?: {
        start: Date;
        end: Date;
    }): Promise<ResourceMetrics>;
    /**
     * Generate predictive insights using AI
     */
    generatePredictiveInsights(timeRange?: {
        start: Date;
        end: Date;
    }): Promise<PredictiveData[]>;
    /**
     * Calculate project completion trend
     */
    private calculateCompletionTrend;
    /**
     * Calculate velocity metrics for a project
     */
    private calculateVelocityMetrics;
    /**
     * Analyze bottlenecks in project execution
     */
    private analyzeBottlenecks;
    /**
     * Cache management
     */
    private getCachedData;
    private setCachedData;
    /**
     * Additional helper methods (simplified implementations)
     */
    private calculatePerformanceScore;
    private calculateAverageTaskDuration;
    private calculateQualityScore;
    private calculateUtilizationRate;
    private calculateCollaborationScore;
    private analyzeAgentSpecializations;
    private identifyImprovementAreas;
    private calculateResourceAllocation;
    private identifyResourceBottlenecks;
    private findOptimizationOpportunities;
    private calculatePeakUtilization;
    private calculateAverageUtilization;
    private predictProjectCompletion;
    private predictResourceDemand;
    private predictBottlenecks;
    private calculateVelocityTrend;
    private assessProjectRisks;
    private getMilestoneProgress;
    private getCustomReports;
    private getTimeSeriesData;
    /**
     * Export analytics data in various formats
     */
    exportAnalytics(format: ReportFormat, options?: any): Promise<Buffer | string>;
    private convertToCSV;
    private generatePDF;
    /**
     * Get real-time analytics updates
     */
    getRealtimeUpdate(): Promise<Partial<AdvancedAnalytics>>;
    /**
     * Clear analytics cache
     */
    clearCache(): void;
    /**
     * Get cache statistics
     */
    getCacheStats(): {
        size: number;
        hitRate: number;
    };
    private calculatePriorityDistribution;
    private predictAgentCapacity;
    private analyzeTaskFlowPatterns;
    private analyzeSkillBottleneckRisk;
    private getWeekKey;
    private getWeekNumber;
    private generateWeekRange;
    private categorizeTaskTypes;
    private assessScheduleRisk;
    private assessResourceRisk;
    private assessQualityRisk;
    private assessScopeRisk;
    private calculateCompletionRate;
    private identifyCriticalPath;
    private extractDependencies;
    private assessMilestoneRisks;
    private generateTaskCompletionTimeSeries;
    private generateResourceUtilizationTimeSeries;
    private generateQualityMetricsTimeSeries;
}
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