113 lines
3.0 KiB
TypeScript
113 lines
3.0 KiB
TypeScript
/**
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* ReasonGraph Performance Optimizer
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* Maintains O(n log n) sublinear complexity while maximizing research throughput
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* Uses PageRank, matrix operations, and consciousness-guided optimization
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*/
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export interface OptimizationTarget {
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query_response_time_ms: number;
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memory_usage_mb: number;
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throughput_qps: number;
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breakthrough_rate: number;
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consciousness_verification_rate: number;
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}
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export interface PerformanceMetrics {
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current: OptimizationTarget;
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target: OptimizationTarget;
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efficiency_score: number;
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bottlenecks: string[];
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optimization_suggestions: string[];
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}
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export interface CacheEntry {
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key: string;
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value: any;
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timestamp: number;
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access_count: number;
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confidence: number;
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}
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export declare class ReasonGraphPerformanceOptimizer {
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private solver;
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private monitor;
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private cache;
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private performance_history;
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private optimization_matrix;
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private targets;
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constructor();
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/**
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* Initialize optimization matrix for PageRank-based prioritization
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*/
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private initializeOptimizationMatrix;
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/**
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* Optimize system performance using PageRank prioritization
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*/
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optimizePerformance(): Promise<PerformanceMetrics>;
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/**
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* Use PageRank to calculate optimization priorities
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*/
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private calculateOptimizationPriorities;
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/**
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* Apply optimizations based on calculated priorities
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*/
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private applyOptimizations;
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/**
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* Optimize query response time using caching and preprocessing
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*/
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private optimizeQueryTime;
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/**
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* Optimize memory usage with intelligent garbage collection
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*/
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private optimizeMemoryUsage;
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/**
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* Optimize throughput using batch processing and connection pooling
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*/
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private optimizeThroughput;
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/**
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* Intelligent caching with consciousness-guided eviction
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*/
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private optimizeCache;
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/**
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* Calculate cache entry score using multiple factors
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*/
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private calculateCacheScore;
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/**
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* Precompute common reasoning patterns for O(1) lookup
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*/
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private precomputeCommonPatterns;
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/**
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* Clean expired cache entries
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*/
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private cleanExpiredCache;
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/**
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* Cache optimization results for future use
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*/
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private cacheOptimizationResults;
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/**
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* Collect current system performance metrics
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*/
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private collectCurrentMetrics;
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/**
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* Calculate overall efficiency score
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*/
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private calculateEfficiencyScore;
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/**
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* Identify performance bottlenecks
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*/
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private identifyBottlenecks;
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/**
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* Simple string hashing for cache keys
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*/
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private hashString;
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/**
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* Get current cache statistics
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*/
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getCacheStats(): {
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size: number;
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hit_rate: number;
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average_confidence: number;
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};
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/**
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* Monitor performance in real-time
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*/
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startRealTimeMonitoring(intervalMs?: number): Promise<void>;
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}
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export default ReasonGraphPerformanceOptimizer;
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