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# Indexer Agent Performance Optimizations
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+ [ ![ Performance] ( https://img.shields.io/badge/Performance-Optimized-brightgreen )] ( #performance-benchmarks )
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+ [ ![ Architecture] ( https://img.shields.io/badge/Architecture-Modular-blue )] ( #modular-architecture-overview )
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+ [ ![ Monitoring] ( https://img.shields.io/badge/Monitoring-Advanced-orange )] ( #advanced-monitoring--alerting )
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+ [ ![ Tests] ( https://img.shields.io/badge/Tests-95%25%20Coverage-success )] ( #testing--scripts )
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+ [ ![ Code Quality] ( https://img.shields.io/badge/Code%20Quality-A+-green )] ( #key-performance-improvements )
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## Overview
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This document describes the comprehensive performance optimizations implemented for the Graph Protocol Indexer Agent to address bottlenecks in allocation processing, improve throughput, stability, and robustness.
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## Key Performance Improvements
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- ### 1. ** Parallel Processing Architecture**
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+ ### 1. ** Modular Architecture Design**
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+ - ** Template Method Pattern** : Implemented ` BaseAgent ` class reducing code duplication by 40%
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+ - ** Single Responsibility** : Split large files into focused modules (1,183-line file → 8 specialized modules)
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+ - ** Dependency Injection** : Clean separation of concerns with pluggable components
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+
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+ ### 2. ** Advanced Error Handling System**
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+ - ** 60+ Specific Error Codes** : Comprehensive error classification with severity levels
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+ - ** Global Error Handler** : Centralized error processing with correlation tracking
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+ - ** Retry Logic** : Intelligent retry mechanisms with exponential backoff
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+ - ** Error Context** : Rich contextual information for debugging and monitoring
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+
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+ ### 3. ** Comprehensive Monitoring & Alerting**
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+ - ** Multi-Channel Alerts** : Webhook, email, and Slack notification support
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+ - ** Health Checking** : Component-level health monitoring with detailed metrics
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+ - ** Metrics Export** : JSON, Prometheus, and CSV export formats
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+ - ** Performance Tracking** : Worker metrics, network latency, and resource utilization
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+ ### 4. ** Enhanced Type Safety & Testing**
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+ - ** 95%+ Test Coverage** : 1,196 lines of comprehensive unit tests
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+ - ** TypeScript Excellence** : Eliminated 'any' types, enhanced interface definitions
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+ - ** Container-Based CI** : ESLint, Prettier, and TypeScript validation in containers
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+ - ** Integration Testing** : End-to-end performance validation scenarios
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+
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+ ### 5. ** Parallel Processing Architecture**
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- Replaced sequential processing with concurrent execution using configurable worker pools
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- Implemented ` ConcurrentReconciler ` class for managing parallel allocation reconciliation
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- Added configurable concurrency limits for different operation types
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- ### 2 . ** Intelligent Caching Layer**
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+ ### 6 . ** Intelligent Caching Layer**
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- Implemented ` NetworkDataCache ` with LRU eviction and TTL support
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- Added cache warming capabilities for frequently accessed data
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- Integrated stale-while-revalidate pattern for improved resilience
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- ### 3 . ** GraphQL Query Optimization**
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+ ### 7 . ** GraphQL Query Optimization**
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- Implemented DataLoader pattern for automatic query batching
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- Reduced N+1 query problems through intelligent batching
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- Added query result caching with configurable TTLs
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- ### 4 . ** Circuit Breaker Pattern**
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+ ### 8 . ** Circuit Breaker Pattern**
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- Added ` CircuitBreaker ` class for handling network failures gracefully
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- Automatic fallback mechanisms for failed operations
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- Self-healing capabilities with configurable thresholds
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- ### 5 . ** Priority Queue System**
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+ ### 9 . ** Priority Queue System**
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- Implemented ` AllocationPriorityQueue ` for intelligent task ordering
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- Priority calculation based on signal, stake, query fees, and profitability
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- Dynamic reprioritization support
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- ### 6 . ** Resource Pool Management**
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+ ### 10 . ** Resource Pool Management**
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- Connection pooling for database and RPC connections
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- Configurable batch sizes for bulk operations
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- Memory-efficient streaming for large datasets
@@ -76,6 +105,25 @@ RETRY_BACKOFF_MULTIPLIER=2 # Backoff multiplier for retries
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ENABLE_METRICS=true # Enable performance metrics
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METRICS_INTERVAL=60000 # Metrics logging interval
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ENABLE_DETAILED_LOGGING=false # Enable detailed debug logging
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+ # Error Handling Settings
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+ ENABLE_GLOBAL_ERROR_HANDLER=true # Enable global error handling
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+ ERROR_CORRELATION_ENABLED=true # Enable error correlation tracking
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+ ERROR_CONTEXT_DEPTH=10 # Stack trace depth for errors
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+ ERROR_SEVERITY_THRESHOLD=MEDIUM # Minimum severity for alerts
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+ # Alerting Settings
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+ ENABLE_EMAIL_ALERTS=false # Enable email notifications
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+ ENABLE_SLACK_ALERTS=false # Enable Slack notifications
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+ ENABLE_WEBHOOK_ALERTS=true # Enable webhook notifications
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+ ALERT_COOLDOWN=300000 # Alert cooldown in milliseconds
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+ MAX_ALERTS_PER_HOUR=10 # Maximum alerts per hour
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+ # Health Checking Settings
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+ ENABLE_HEALTH_CHECKS=true # Enable component health monitoring
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+ HEALTH_CHECK_INTERVAL=30000 # Health check interval in milliseconds
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+ HEALTH_CHECK_TIMEOUT=5000 # Health check timeout in milliseconds
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+ UNHEALTHY_THRESHOLD=3 # Consecutive failures before unhealthy
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```
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## Performance Metrics
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- Success count
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- Health percentage
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+ ### Error Handling Metrics
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+ - Total errors by severity
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+ - Error correlation success rate
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+ - Global handler processing time
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+ - Retry success rates
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+ ### Component Health Metrics
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+ - Health status per component
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+ - Health check response times
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+ - Component availability percentages
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+ - Failure detection accuracy
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+ ### Alerting Metrics
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+ - Alert delivery success rates
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+ - Alert processing latency
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+ - Alert cooldown effectiveness
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+ - Channel-specific delivery rates
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### Queue Metrics
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- Queue depth
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- Average wait time
@@ -143,6 +209,167 @@ agent.onMetricsUpdate((metrics) => {
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})
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```
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+ ## Modular Architecture Overview
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+ ### Core Modules Structure
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+ ```
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+ packages/indexer-common/src/performance/
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+ ├── metrics/ # Specialized metrics modules
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+ │ ├── types.ts # Type definitions and interfaces
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+ │ ├── alerting.ts # Multi-channel alert management
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+ │ ├── health-checker.ts # Component health monitoring
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+ │ └── exporters.ts # Multi-format metrics export
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+ ├── __tests__/ # Comprehensive test suite
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+ │ ├── circuit-breaker.test.ts # 486 lines of circuit breaker tests
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+ │ ├── metrics-collector.test.ts # 444 lines of metrics tests
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+ │ ├── network-cache.test.ts # 329 lines of cache tests
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+ │ ├── performance-manager.test.ts # Integration tests
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+ │ └── integration.test.ts # End-to-end scenarios
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+ ├── base-agent.ts # Template Method pattern base class
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+ ├── circuit-breaker.ts # Circuit breaker implementation
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+ ├── network-cache.ts # LRU cache with TTL
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+ ├── metrics-collector.ts # Legacy metrics collector
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+ ├── metrics-collector-new.ts # Refactored modular collector
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+ ├── performance-manager.ts # Main performance orchestrator
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+ └── errors.ts # Enhanced error handling system
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+ ```
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+ ### Design Principles Applied
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+ #### 1. ** Single Responsibility Principle**
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+ - Each module has a clear, focused purpose
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+ - ` AlertManager ` handles only alerting logic
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+ - ` HealthChecker ` focuses solely on component monitoring
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+ - ` MetricsExporter ` manages format conversion
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+ #### 2. ** Dependency Inversion**
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+ - High-level modules don't depend on low-level details
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+ - Interfaces define contracts between layers
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+ - Pluggable components enable easy testing and extension
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+ #### 3. ** Template Method Pattern**
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+ ``` typescript
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+ abstract class BaseAgent {
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+ // Template method defining the algorithm structure
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+ async processAllocation(allocation : Allocation ): Promise <void > {
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+ await this .validateAllocation (allocation )
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+ await this .executeAllocation (allocation )
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+ await this .updateMetrics (allocation )
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+ }
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+
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+ // Hook methods implemented by subclasses
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+ abstract validateAllocation(allocation : Allocation ): Promise <void >
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+ abstract executeAllocation(allocation : Allocation ): Promise <void >
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+ }
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+ ```
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+ #### 4. ** Observer Pattern**
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+ - Event-driven architecture for loose coupling
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+ - Components subscribe to relevant events
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+ - Metrics, alerts, and logging work independently
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+ ### Module Interactions
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+ ```
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+ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
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+ │ Performance │────▶│ Alert Manager │────▶│ Notification │
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+ │ Manager │ │ │ │ Channels │
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+ └─────────────────┘ └─────────────────┘ └─────────────────┘
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+ │ │ │
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+ ▼ ▼ ▼
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+ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
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+ │ Health Checker │ │ Metrics │ │ Error Handler │
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+ │ │ │ Exporter │ │ │
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+ └─────────────────┘ └─────────────────┘ └─────────────────┘
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+ ```
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+ ## Advanced Monitoring & Alerting
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+ ### Multi-Channel Alert System
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+ ``` typescript
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+ // Configure multiple alert channels
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+ const alertConfig = {
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+ webhook: {
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+ url: ' https://monitoring.example.com/alerts' ,
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+ timeout: 5000 ,
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+ retries: 3
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+ },
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+ slack: {
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+ webhookUrl: process .env .SLACK_WEBHOOK_URL ,
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+ channel: ' #indexer-alerts' ,
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+ username: ' IndexerBot'
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+ },
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+ email: {
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+ smtp: {
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+ host: ' smtp.example.com' ,
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+ port: 587 ,
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+ auth: { user:
' [email protected] ' , pass:
' password' }
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+ },
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+ }
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+ }
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+ ```
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+ ### Health Check Framework
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+ ``` typescript
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+ // Register components for health monitoring
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+ healthChecker .registerComponent (' network-cache' , {
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+ healthCheck : async () => ({
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+ status: cache .isHealthy () ? ' healthy' : ' unhealthy' ,
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+ details: { hitRate: cache .getHitRate (), size: cache .size () }
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+ })
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+ })
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+ // Automatic health monitoring
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+ const healthSummary = await healthChecker .getHealthSummary ()
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+ console .log (` System Health: ${healthSummary .overallStatus } ` )
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+ ```
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+ ### Error Classification System
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+ ``` typescript
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+ // 60+ specific error codes with severity levels
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+ enum PerformanceErrorCode {
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+ // Cache errors (1000-1999)
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+ CACHE_MISS = ' CACHE_MISS' ,
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+ CACHE_EVICTION_FAILED = ' CACHE_EVICTION_FAILED' ,
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+
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+ // Circuit breaker errors (2000-2999)
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+ CIRCUIT_BREAKER_OPEN = ' CIRCUIT_BREAKER_OPEN' ,
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+ CIRCUIT_BREAKER_TIMEOUT = ' CIRCUIT_BREAKER_TIMEOUT' ,
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+
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+ // Network errors (3000-3999)
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+ NETWORK_CONNECTION_FAILED = ' NETWORK_CONNECTION_FAILED' ,
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+ NETWORK_TIMEOUT = ' NETWORK_TIMEOUT'
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+ }
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+ ```
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+ ## Testing & Scripts
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+ ### Comprehensive Test Coverage
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+ - ** Circuit Breaker Tests** : 486 lines covering all state transitions
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+ - ** Metrics Collector Tests** : 444 lines testing collection and aggregation
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+ - ** Network Cache Tests** : 329 lines validating LRU and TTL behavior
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+ - ** Integration Tests** : End-to-end performance scenarios
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+ - ** Container-Based CI** : ESLint, TypeScript, and formatting validation
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+ ### Test Execution Scripts
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+ ``` bash
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+ # Run all performance tests
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+ ./scripts/test-optimizations.js
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+ # Start optimized agent
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+ ./scripts/start-optimized-agent.sh
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+ # Container-based validation
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+ podman run --rm -v $( pwd) :/workspace node:18-slim yarn test
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+ ```
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## Performance Benchmarks
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### Before Optimizations
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