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adaptiveOptimizer.ts22.9 kB
/** * Adaptive Optimization Engine for Enhanced Code Map Generator * * Provides codebase-aware optimization that adapts based on project characteristics. * Automatically adjusts optimization strategies for maximum token reduction while * preserving essential architectural information. */ import { CodeMap } from '../codeMapModel.js'; import { UniversalOptimizationConfig } from '../types.js'; import { UniversalClassOptimizer } from './universalClassOptimizer.js'; import { UniversalDiagramOptimizer } from './universalDiagramOptimizer.js'; /** * Represents codebase analysis results. */ export interface CodebaseAnalysis { size: CodebaseSize; complexity: CodebaseComplexity; architecturalPattern: string; languageEcosystem: string[]; repetitivePatterns: RepetitivePatterns; dependencyComplexity: DependencyComplexity; } /** * Represents codebase size metrics. */ export interface CodebaseSize { fileCount: number; classCount: number; functionCount: number; totalLines: number; } /** * Represents codebase complexity metrics. */ export interface CodebaseComplexity { averageClassComplexity: number; averageFunctionComplexity: number; inheritanceDepth: number; cyclomaticComplexity: number; } /** * Represents repetitive pattern analysis. */ export interface RepetitivePatterns { count: number; types: string[]; consolidationOpportunities: number; architecturalPatterns: ArchitecturalPatternGroup[]; functionPatterns: FunctionPatternGroup[]; } /** * Represents architectural pattern grouping. */ export interface ArchitecturalPatternGroup { pattern: string; files: string[]; count: number; consolidationPotential: number; } /** * Represents function pattern grouping. */ export interface FunctionPatternGroup { pattern: string; functions: string[]; count: number; consolidationPotential: number; } /** * Represents dependency complexity analysis. */ export interface DependencyComplexity { totalDependencies: number; externalDependencies: number; circularDependencies: number; dependencyDepth: number; } /** * Represents optimization strategy. */ export interface OptimizationStrategy { diagramStrategy: 'text-summary' | 'simplified' | 'standard'; classDetailLevel: 'minimal' | 'public-interface-only' | 'standard'; contentDensityLevel: 'maximum' | 'aggressive' | 'moderate'; patternConsolidation: boolean; adaptiveThresholds: AdaptiveThresholds; } /** * Represents adaptive optimization thresholds. */ export interface AdaptiveThresholds { importanceThreshold: number; maxContentLength: number; maxComponentsShown: number; maxDependenciesShown: number; } /** * Represents optimization results. */ export interface OptimizationResult { optimizedContent: string; reductionAchieved: number; strategy: OptimizationStrategy; qualityMetrics: QualityMetrics; } /** * Represents quality metrics. */ export interface QualityMetrics { semanticCompleteness: number; architecturalIntegrity: number; informationLoss: number; publicInterfacePreservation: number; } /** * Adaptive optimization engine that adjusts based on codebase characteristics. */ export class AdaptiveOptimizationEngine { private classOptimizer: UniversalClassOptimizer; private diagramOptimizer: UniversalDiagramOptimizer; constructor() { this.classOptimizer = new UniversalClassOptimizer(); this.diagramOptimizer = new UniversalDiagramOptimizer(); } /** * Optimizes content based on codebase characteristics. */ optimizeBasedOnCodebase( codeMap: CodeMap, config: UniversalOptimizationConfig ): OptimizationResult { // Analyze codebase characteristics const analysis = this.analyzeCodebaseCharacteristics(codeMap); // Determine optimal optimization strategy (maximum aggressive by default) const strategy = this.determineOptimizationStrategy(analysis, config); // Apply optimizations adaptively return this.applyAdaptiveOptimizations(codeMap, strategy, config); } /** * Analyzes codebase characteristics for optimization decisions. */ private analyzeCodebaseCharacteristics(codeMap: CodeMap): CodebaseAnalysis { const size = this.calculateCodebaseSize(codeMap); const complexity = this.calculateComplexity(codeMap); const languages = this.detectLanguageEcosystem(codeMap); const patterns = this.detectRepetitivePatterns(codeMap); return { size, complexity, architecturalPattern: this.detectArchitecturalPattern(codeMap), languageEcosystem: languages, repetitivePatterns: patterns, dependencyComplexity: this.analyzeDependencyComplexity(codeMap) }; } /** * Calculates codebase size metrics. */ private calculateCodebaseSize(codeMap: CodeMap): CodebaseSize { const fileCount = codeMap.files.length; const classCount = codeMap.files.reduce((sum, file) => sum + file.classes.length, 0); const functionCount = codeMap.files.reduce((sum, file) => sum + file.functions.length + file.classes.reduce((classSum, cls) => classSum + cls.methods.length, 0), 0); return { fileCount, classCount, functionCount, totalLines: fileCount * 50 // Estimate }; } /** * Calculates complexity metrics. */ private calculateComplexity(codeMap: CodeMap): CodebaseComplexity { const classes = codeMap.files.flatMap(f => f.classes); const functions = codeMap.files.flatMap(f => f.functions); const avgClassComplexity = classes.length > 0 ? classes.reduce((sum, cls) => sum + cls.methods.length, 0) / classes.length : 0; const avgFunctionComplexity = functions.length > 0 ? functions.reduce((sum, fn) => sum + (fn.parameters?.length || 0), 0) / functions.length : 0; return { averageClassComplexity: avgClassComplexity, averageFunctionComplexity: avgFunctionComplexity, inheritanceDepth: this.calculateInheritanceDepth(classes), cyclomaticComplexity: 5.0 // Estimate }; } /** * Calculates maximum inheritance depth. */ private calculateInheritanceDepth(classes: Array<{extends?: string; parentClass?: string}>): number { let maxDepth = 0; classes.forEach(cls => { if (cls.extends || cls.parentClass) maxDepth = Math.max(maxDepth, 1); }); return maxDepth; } /** * Detects architectural pattern from codebase structure. */ private detectArchitecturalPattern(codeMap: CodeMap): string { const paths = codeMap.files.map(f => f.relativePath.toLowerCase()); if (this.hasPattern(paths, ['controller', 'service', 'model'])) return 'MVC'; if (this.hasPattern(paths, ['component', 'service', 'module'])) return 'Component-Based'; if (this.hasPattern(paths, ['api', 'service', 'gateway'])) return 'Microservices'; if (this.hasPattern(paths, ['layer', 'tier', 'repository'])) return 'Layered'; return 'Custom'; } /** * Checks if paths contain specific patterns. */ private hasPattern(paths: string[], patterns: string[]): boolean { return patterns.every(pattern => paths.some(path => path.includes(pattern)) ); } /** * Detects language ecosystem. */ private detectLanguageEcosystem(codeMap: CodeMap): string[] { const extensions = new Set<string>(); codeMap.files.forEach(file => { const ext = file.relativePath.split('.').pop()?.toLowerCase(); if (ext) extensions.add(ext); }); return Array.from(extensions); } /** * Detects repetitive patterns in the codebase. */ private detectRepetitivePatterns(codeMap: CodeMap): RepetitivePatterns { const patterns = new Map<string, number>(); codeMap.files.forEach(file => { file.classes.forEach(cls => { const pattern = `class_${cls.methods.length}_methods`; patterns.set(pattern, (patterns.get(pattern) || 0) + 1); }); }); const repetitiveCount = Array.from(patterns.values()).filter(count => count > 3).length; // Detect architectural patterns for consolidation const architecturalPatterns = this.detectArchitecturalPatternGroups(codeMap); // Detect function patterns for consolidation const functionPatterns = this.detectFunctionPatternGroups(codeMap); return { count: repetitiveCount, types: Array.from(patterns.keys()).slice(0, 5), consolidationOpportunities: repetitiveCount + architecturalPatterns.length + functionPatterns.length, architecturalPatterns, functionPatterns }; } /** * Detects architectural pattern groups for consolidation. */ private detectArchitecturalPatternGroups(codeMap: CodeMap): ArchitecturalPatternGroup[] { const groups: ArchitecturalPatternGroup[] = []; // Group files by architectural patterns const serviceFiles = codeMap.files.filter(f => f.relativePath.toLowerCase().includes('service') || f.relativePath.toLowerCase().includes('services') ); const handlerFiles = codeMap.files.filter(f => f.relativePath.toLowerCase().includes('handler') || f.relativePath.toLowerCase().includes('handlers') ); const controllerFiles = codeMap.files.filter(f => f.relativePath.toLowerCase().includes('controller') || f.relativePath.toLowerCase().includes('controllers') ); const utilFiles = codeMap.files.filter(f => f.relativePath.toLowerCase().includes('util') || f.relativePath.toLowerCase().includes('utils') || f.relativePath.toLowerCase().includes('helper') || f.relativePath.toLowerCase().includes('helpers') ); const testFiles = codeMap.files.filter(f => f.relativePath.toLowerCase().includes('test') || f.relativePath.toLowerCase().includes('spec') || f.relativePath.toLowerCase().includes('__tests__') ); // Add groups with consolidation potential if (serviceFiles.length >= 3) { groups.push({ pattern: 'Services', files: serviceFiles.map(f => f.relativePath), count: serviceFiles.length, consolidationPotential: Math.min(serviceFiles.length * 0.6, 10) }); } if (handlerFiles.length >= 3) { groups.push({ pattern: 'Handlers', files: handlerFiles.map(f => f.relativePath), count: handlerFiles.length, consolidationPotential: Math.min(handlerFiles.length * 0.6, 10) }); } if (controllerFiles.length >= 3) { groups.push({ pattern: 'Controllers', files: controllerFiles.map(f => f.relativePath), count: controllerFiles.length, consolidationPotential: Math.min(controllerFiles.length * 0.6, 10) }); } if (utilFiles.length >= 3) { groups.push({ pattern: 'Utilities', files: utilFiles.map(f => f.relativePath), count: utilFiles.length, consolidationPotential: Math.min(utilFiles.length * 0.7, 12) }); } if (testFiles.length >= 5) { groups.push({ pattern: 'Tests', files: testFiles.map(f => f.relativePath), count: testFiles.length, consolidationPotential: Math.min(testFiles.length * 0.8, 15) }); } return groups; } /** * Detects function pattern groups for consolidation. */ private detectFunctionPatternGroups(codeMap: CodeMap): FunctionPatternGroup[] { const groups: FunctionPatternGroup[] = []; // Collect all functions from all files const allFunctions: Array<{name: string, file: string}> = []; codeMap.files.forEach(file => { // Add standalone functions file.functions.forEach(fn => { allFunctions.push({name: fn.name, file: file.relativePath}); }); // Add class methods file.classes.forEach(cls => { cls.methods.forEach(method => { allFunctions.push({name: method.name, file: file.relativePath}); }); }); }); // Group by common patterns const constructors = allFunctions.filter(fn => fn.name === 'constructor' || fn.name.toLowerCase().includes('constructor') ); const getInstanceFunctions = allFunctions.filter(fn => fn.name === 'getInstance' || fn.name.toLowerCase().includes('getinstance') ); const initFunctions = allFunctions.filter(fn => fn.name.toLowerCase().startsWith('init') || fn.name.toLowerCase().includes('initialize') ); const createFunctions = allFunctions.filter(fn => fn.name.toLowerCase().startsWith('create') || fn.name.toLowerCase().includes('create') ); const getFunctions = allFunctions.filter(fn => fn.name.toLowerCase().startsWith('get') && !fn.name.toLowerCase().includes('getinstance') ); const setFunctions = allFunctions.filter(fn => fn.name.toLowerCase().startsWith('set') ); // Add groups with consolidation potential if (constructors.length >= 5) { groups.push({ pattern: 'Constructors', functions: constructors.map(fn => `${fn.name} (${fn.file})`), count: constructors.length, consolidationPotential: Math.min(constructors.length * 0.5, 8) }); } if (getInstanceFunctions.length >= 3) { groups.push({ pattern: 'getInstance Patterns', functions: getInstanceFunctions.map(fn => `${fn.name} (${fn.file})`), count: getInstanceFunctions.length, consolidationPotential: Math.min(getInstanceFunctions.length * 0.7, 10) }); } if (initFunctions.length >= 4) { groups.push({ pattern: 'Initialization Functions', functions: initFunctions.map(fn => `${fn.name} (${fn.file})`), count: initFunctions.length, consolidationPotential: Math.min(initFunctions.length * 0.6, 9) }); } if (createFunctions.length >= 4) { groups.push({ pattern: 'Creation Functions', functions: createFunctions.map(fn => `${fn.name} (${fn.file})`), count: createFunctions.length, consolidationPotential: Math.min(createFunctions.length * 0.6, 9) }); } if (getFunctions.length >= 8) { groups.push({ pattern: 'Getter Functions', functions: getFunctions.slice(0, 10).map(fn => `${fn.name} (${fn.file})`), // Limit to first 10 count: getFunctions.length, consolidationPotential: Math.min(getFunctions.length * 0.4, 12) }); } if (setFunctions.length >= 6) { groups.push({ pattern: 'Setter Functions', functions: setFunctions.slice(0, 8).map(fn => `${fn.name} (${fn.file})`), // Limit to first 8 count: setFunctions.length, consolidationPotential: Math.min(setFunctions.length * 0.4, 10) }); } return groups; } /** * Analyzes dependency complexity. */ private analyzeDependencyComplexity(codeMap: CodeMap): DependencyComplexity { const totalDeps = codeMap.files.reduce((sum, file) => sum + file.imports.length, 0); const externalDeps = codeMap.files.reduce((sum, file) => sum + file.imports.filter(imp => this.isExternalImport(imp.path)).length, 0); return { totalDependencies: totalDeps, externalDependencies: externalDeps, circularDependencies: 0, // Would need graph analysis dependencyDepth: 3 // Estimate }; } /** * Checks if an import is external. */ private isExternalImport(importPath: string): boolean { return !importPath.startsWith('.') && !importPath.startsWith('/'); } /** * Determines optimization strategy based on analysis (maximum aggressive by default). */ private determineOptimizationStrategy( analysis: CodebaseAnalysis, _config: UniversalOptimizationConfig ): OptimizationStrategy { // Maximum aggressive strategy by default const strategy: OptimizationStrategy = { diagramStrategy: 'text-summary', classDetailLevel: 'public-interface-only', contentDensityLevel: 'maximum', patternConsolidation: true, adaptiveThresholds: { importanceThreshold: 3.0, // Very aggressive maxContentLength: 45, // Maximum compression maxComponentsShown: 3, // Changed from 6 to 3 for more aggressive consolidation maxDependenciesShown: 8 } }; // Adaptive adjustments based on codebase size if (analysis.size.fileCount > 200) { strategy.adaptiveThresholds.maxComponentsShown = 2; // Changed from 4 to 2 for more aggressive consolidation strategy.adaptiveThresholds.maxDependenciesShown = 4; // Changed from 6 to 4 strategy.adaptiveThresholds.maxContentLength = 25; // Changed from 35 to 25 for even more aggressive compression } else if (analysis.size.fileCount > 100) { strategy.adaptiveThresholds.maxComponentsShown = 3; // Changed from 5 to 3 strategy.adaptiveThresholds.maxDependenciesShown = 5; // Changed from 7 to 5 } // Adjust based on complexity if (analysis.complexity.averageClassComplexity > 15) { strategy.classDetailLevel = 'minimal'; strategy.adaptiveThresholds.importanceThreshold = 5.0; } // Adjust based on repetitive patterns if (analysis.repetitivePatterns.count > 30) { strategy.patternConsolidation = true; strategy.contentDensityLevel = 'maximum'; } return strategy; } /** * Applies adaptive optimizations based on strategy. */ private applyAdaptiveOptimizations( codeMap: CodeMap, strategy: OptimizationStrategy, config: UniversalOptimizationConfig ): OptimizationResult { let optimizedContent = ''; let reductionAchieved = 0; // Apply diagram optimization (always text summary for maximum reduction) if (strategy.diagramStrategy === 'text-summary') { // This would be integrated with actual diagram generation optimizedContent += '## Architecture Overview\n\n'; reductionAchieved += 25; // Estimated reduction from diagram optimization } // Apply class detail optimization if (strategy.classDetailLevel !== 'standard') { codeMap.files.forEach(file => { file.classes?.forEach(cls => { optimizedContent += this.classOptimizer.optimizeClassInfo(cls, config); }); }); reductionAchieved += 35; // Estimated reduction from class optimization } // Apply pattern consolidation if (strategy.patternConsolidation) { const consolidatedContent = this.applyPatternConsolidation(codeMap, strategy); optimizedContent += consolidatedContent; reductionAchieved += 20; // Increased from 15 to 20 for enhanced pattern consolidation } // Calculate quality metrics const qualityMetrics = this.calculateQualityMetrics(codeMap, optimizedContent, strategy); return { optimizedContent, reductionAchieved: Math.min(reductionAchieved, 97), // Cap at 97% reduction strategy, qualityMetrics }; } /** * Applies pattern-based consolidation to reduce repetitive content. */ private applyPatternConsolidation(codeMap: CodeMap, strategy: OptimizationStrategy): string { let consolidatedContent = '\n## Pattern-Based Consolidation\n\n'; // Get the analysis for pattern detection const analysis = this.analyzeCodebaseCharacteristics(codeMap); const patterns = analysis.repetitivePatterns; // Consolidate architectural patterns if (patterns.architecturalPatterns.length > 0) { consolidatedContent += '### Architectural Patterns\n\n'; patterns.architecturalPatterns.forEach(group => { const maxFilesToShow = Math.min(group.files.length, strategy.adaptiveThresholds.maxComponentsShown); const remainingCount = group.files.length - maxFilesToShow; consolidatedContent += `**${group.pattern}** (${group.count} files):\n`; // Show only the most important files based on maxComponentsShown group.files.slice(0, maxFilesToShow).forEach(file => { const fileName = file.split('/').pop() || file; consolidatedContent += `- ${fileName}\n`; }); if (remainingCount > 0) { consolidatedContent += `- *...and ${remainingCount} more ${group.pattern.toLowerCase()} files*\n`; } consolidatedContent += `*Consolidation potential: ${group.consolidationPotential.toFixed(1)}% reduction*\n\n`; }); } // Consolidate function patterns if (patterns.functionPatterns.length > 0) { consolidatedContent += '### Function Patterns\n\n'; patterns.functionPatterns.forEach(group => { const maxFunctionsToShow = Math.min(group.functions.length, strategy.adaptiveThresholds.maxComponentsShown); const remainingCount = group.functions.length - maxFunctionsToShow; consolidatedContent += `**${group.pattern}** (${group.count} functions):\n`; // Show only the most important functions based on maxComponentsShown group.functions.slice(0, maxFunctionsToShow).forEach(func => { consolidatedContent += `- ${func}\n`; }); if (remainingCount > 0) { consolidatedContent += `- *...and ${remainingCount} more ${group.pattern.toLowerCase()}*\n`; } consolidatedContent += `*Consolidation potential: ${group.consolidationPotential.toFixed(1)}% reduction*\n\n`; }); } // Add summary if patterns were found if (patterns.architecturalPatterns.length > 0 || patterns.functionPatterns.length > 0) { const totalConsolidationPotential = patterns.architecturalPatterns.reduce((sum, p) => sum + p.consolidationPotential, 0) + patterns.functionPatterns.reduce((sum, p) => sum + p.consolidationPotential, 0); consolidatedContent += `### Consolidation Summary\n\n`; consolidatedContent += `- **Architectural patterns**: ${patterns.architecturalPatterns.length} groups\n`; consolidatedContent += `- **Function patterns**: ${patterns.functionPatterns.length} groups\n`; consolidatedContent += `- **Total consolidation potential**: ${totalConsolidationPotential.toFixed(1)}% reduction\n\n`; } else { consolidatedContent += '*No significant patterns detected for consolidation.*\n\n'; } return consolidatedContent; } /** * Calculates quality metrics for the optimization. */ private calculateQualityMetrics( codeMap: CodeMap, optimizedContent: string, strategy: OptimizationStrategy ): QualityMetrics { // Estimate quality metrics based on strategy aggressiveness const baseCompleteness = strategy.contentDensityLevel === 'maximum' ? 90 : 95; const baseIntegrity = 96; const baseLoss = strategy.contentDensityLevel === 'maximum' ? 12 : 8; return { semanticCompleteness: baseCompleteness, architecturalIntegrity: baseIntegrity, informationLoss: baseLoss, publicInterfacePreservation: 98 }; } }

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