import { Logger } from '../../utils/logger'; import { VertexAiPerformanceOptimizer } from '../performance/vertex-ai-performance-optimizer'; import { GcpOperationsSuiteIntegration } from '../performance/gcp-operations-suite-integration'; /** * @interface GcpOptimizerConfig * @description Configuration for the Google Cloud Platform Optimizer. */ export interface GcpOptimizerConfig { projectID: string; targetRegion: string; // Add configuration for cost targets, latency thresholds, etc. } /** * @interface GcpOptimizerOperations * @description Defines operations for optimizing Google Cloud Platform integration. */ export interface GcpOptimizerOperations { optimizeCost(): Promise; optimizeRegionalDeployment(): Promise; configureAutoScaling(): Promise; optimizeService(serviceName: string): Promise; optimizeNetworkRouting(): Promise; setupAutomatedOptimizationTriggers(): Promise; } /** * @class GcpOptimizer * @description Optimizes Google Cloud Platform integration for cost, performance, and reliability. */ export class GcpOptimizer implements GcpOptimizerOperations { private config: GcpOptimizerConfig; private logger: Logger; private vertexAiOptimizer: VertexAiPerformanceOptimizer; private gcpOperations: GcpOperationsSuiteIntegration; constructor( config: GcpOptimizerConfig, vertexAiOptimizer: VertexAiPerformanceOptimizer, gcpOperations: GcpOperationsSuiteIntegration ) { this.config = config; this.logger = new Logger('GcpOptimizer'); this.vertexAiOptimizer = vertexAiOptimizer; this.gcpOperations = gcpOperations; this.logger.info('Google Cloud Platform Optimizer initialized.'); } /** * Optimizes cost through intelligent resource utilization. * @returns {Promise} Cost analysis and optimization recommendations. */ public async optimizeCost(): Promise { this.logger.info('Optimizing GCP cost (conceptual)...'); // Leverage Vertex AI Performance Optimizer for cost analysis const recommendations = await this.vertexAiOptimizer.analyzeCostAndRecommendOptimizations(); this.logger.debug('GCP cost optimization recommendations:', recommendations); return recommendations; } /** * Optimizes regional deployment for latency reduction. * @returns {Promise} */ public async optimizeRegionalDeployment(): Promise { this.logger.info(`Optimizing regional deployment for ${this.config.targetRegion} (conceptual)...`); // This would involve: // - Analyzing network latency between regions. // - Deploying resources closer to users. // - Using Cloud CDN for content delivery. await new Promise(resolve => setTimeout(resolve, 200)); this.logger.debug('Regional deployment optimized.'); } /** * Configures auto-scaling for optimal performance and cost. * @returns {Promise} */ public async configureAutoScaling(): Promise { this.logger.info('Configuring GCP auto-scaling (conceptual)...'); // This would involve: // - Setting up auto-scaling policies for GKE, Cloud Run, Cloud Functions. // - Using predictive scaling based on workload forecasts. await this.vertexAiOptimizer.optimizeModelEndpoints(); // Example: optimize model endpoints scaling await new Promise(resolve => setTimeout(resolve, 300)); this.logger.debug('Auto-scaling configured.'); } /** * Performs service-specific optimizations for Vertex AI, Cloud SQL, Pub/Sub, etc. * @param {string} serviceName The name of the GCP service to optimize. * @returns {Promise} */ public async optimizeService(serviceName: string): Promise { this.logger.info(`Optimizing GCP service: ${serviceName} (conceptual)...`); // This would involve calling specific optimization APIs for each service. // Example: For Cloud SQL, optimize query plans or instance types. // Example: For Pub/Sub, optimize message batching or subscription settings. await new Promise(resolve => setTimeout(resolve, 250)); this.logger.debug(`Service ${serviceName} optimized.`); } /** * Optimizes network routing within Google Cloud Platform. * @returns {Promise} */ public async optimizeNetworkRouting(): Promise { this.logger.info('Optimizing GCP network routing (conceptual)...'); // This would involve: // - Configuring VPC networks, subnets, and routing tables. // - Using Cloud Interconnect or VPN for hybrid connectivity. // - Optimizing load balancer configurations. await new Promise(resolve => setTimeout(resolve, 180)); this.logger.debug('Network routing optimized.'); } /** * Sets up automated optimization triggers based on performance monitoring. * @returns {Promise} */ public async setupAutomatedOptimizationTriggers(): Promise { this.logger.info('Setting up automated GCP optimization triggers (conceptual)...'); // This would involve: // - Creating custom metrics and alerts in Cloud Monitoring. // - Using Cloud Functions or Cloud Workflows to trigger optimization actions. await this.gcpOperations.setupRealtimeAlerting(); // Example: use existing alerting setup await new Promise(resolve => setTimeout(resolve, 220)); this.logger.debug('Automated optimization triggers configured.'); } }