//! Core cold start optimization engine use crate::{ cache::CacheManager, error::Result, pattern_db::EcosystemPatternDatabase, performance::{OptimizationResult, PerformanceTracker, PerformanceMetrics}, signature::ProjectSignatureAnalyzer, }; use std::{sync::Arc, time::Instant}; /// Main cold start optimizer with AI-powered strategies pub struct ColdStartOptimizer { signature_analyzer: Arc, ecosystem_db: Arc, cache_manager: Arc, performance_tracker: Arc, } impl ColdStartOptimizer { /// Create a new cold start optimizer pub async fn new() -> Result { let signature_analyzer = Arc::new(ProjectSignatureAnalyzer::new()?); let ecosystem_db = Arc::new(EcosystemPatternDatabase::new().await?); let cache_manager = Arc::new(CacheManager::new()?); let performance_tracker = Arc::new(PerformanceTracker::new()); Ok(Self { signature_analyzer, ecosystem_db, cache_manager, performance_tracker, }) } /// Create with custom configuration pub async fn with_config(config: OptimizerConfig) -> Result { let signature_analyzer = Arc::new(ProjectSignatureAnalyzer::with_config(config.signature)?); let ecosystem_db = Arc::new(EcosystemPatternDatabase::with_config(config.pattern_db).await?); let cache_manager = Arc::new(CacheManager::with_config(config.cache)?); let performance_tracker = Arc::new(PerformanceTracker::new()); Ok(Self { signature_analyzer, ecosystem_db, cache_manager, performance_tracker, }) } /// Optimize compilation with AI-powered strategies pub async fn optimize_compilation(&self) -> Result { let start_time = Instant::now(); // Phase 1: Project signature analysis let signature = self.signature_analyzer.analyze_project().await?; // Phase 2: Ecosystem pattern matching let patterns = self.ecosystem_db.find_matching_patterns(&signature).await?; // Phase 3: Cache pre-seeding self.cache_manager.pre_seed_with_patterns(&patterns).await?; // Phase 4: Intelligent cache warming let warm_result = self.cache_manager.intelligent_warm().await?; // Phase 5: Performance tracking let optimization_time = start_time.elapsed(); let result = self.performance_tracker.record_optimization( signature, patterns, warm_result, optimization_time, ).await?; Ok(result) } /// Get current performance metrics pub async fn get_performance_metrics(&self) -> Result { self.performance_tracker.get_metrics().await } /// Clear all caches pub async fn clear_caches(&self) -> Result<()> { self.cache_manager.clear_all().await } } /// Configuration for the cold start optimizer #[derive(Debug, Clone)] pub struct OptimizerConfig { /// Signature analyzer configuration pub signature: SignatureConfig, /// Pattern database configuration pub pattern_db: PatternDbConfig, /// Cache manager configuration pub cache: CacheConfig, } impl Default for OptimizerConfig { fn default() -> Self { Self { signature: SignatureConfig::default(), pattern_db: PatternDbConfig::default(), cache: CacheConfig::default(), } } } /// Configuration for signature analysis #[derive(Debug, Clone)] pub struct SignatureConfig { /// Enable dependency analysis pub analyze_dependencies: bool, /// Enable feature detection pub detect_features: bool, /// Maximum analysis depth pub max_depth: usize, } impl Default for SignatureConfig { fn default() -> Self { Self { analyze_dependencies: true, detect_features: true, max_depth: 10, } } } /// Configuration for pattern database #[derive(Debug, Clone)] pub struct PatternDbConfig { /// Enable online pattern updates pub online_updates: bool, /// Maximum patterns to cache pub max_patterns: usize, /// Pattern confidence threshold pub confidence_threshold: f64, } impl Default for PatternDbConfig { fn default() -> Self { Self { online_updates: true, max_patterns: 10000, confidence_threshold: 0.75, } } } /// Configuration for cache management #[derive(Debug, Clone)] pub struct CacheConfig { /// Hot cache size in MB pub hot_cache_size_mb: usize, /// Warm cache size in MB pub warm_cache_size_mb: usize, /// Cold cache size in MB pub cold_cache_size_mb: usize, /// Enable intelligent eviction pub intelligent_eviction: bool, } impl Default for CacheConfig { fn default() -> Self { Self { hot_cache_size_mb: 256, warm_cache_size_mb: 1024, cold_cache_size_mb: 4096, intelligent_eviction: true, } } }