UNPKG

@clduab11/gemini-flow

Version:

Revolutionary AI agent swarm coordination platform with Google Services integration, multimedia processing, and production-ready monitoring. Features 8 Google AI services, quantum computing capabilities, and enterprise-grade security.

851 lines (708 loc) 22.4 kB
/** * Enhanced Streaming API extending UnifiedAPI * * Production-ready streaming interface with real-time multimedia processing, * advanced buffering, compression, and fault tolerance. */ import { EventEmitter } from "events"; import { Logger } from "../../utils/logger.js"; import { UnifiedAPI } from "../../adapters/unified-api.js"; import { StreamingAPI, StreamingConfig, StreamChunk, StreamStatus, ChunkMetadata, ServiceResponse, ServiceError, PerformanceMetrics, } from "./interfaces.js"; export class EnhancedStreamingAPI extends UnifiedAPI implements StreamingAPI { private logger: Logger; private connections: Map<string, StreamConnection> = new Map(); private bufferManager: BufferManager; private compressionEngine: CompressionEngine; private performanceMonitor: StreamingPerformanceMonitor; private circuitBreaker: CircuitBreaker; constructor(config: any) { super(config); this.logger = new Logger("EnhancedStreamingAPI"); this.bufferManager = new BufferManager(config.streaming?.buffer || {}); this.compressionEngine = new CompressionEngine( config.streaming?.compression || {}, ); this.performanceMonitor = new StreamingPerformanceMonitor(); this.circuitBreaker = new CircuitBreaker( config.streaming?.circuitBreaker || {}, ); this.setupEventHandlers(); } /** * Establishes a streaming connection with optimized configuration */ async connect(config: StreamingConfig): Promise<void> { const connectionId = this.generateConnectionId(); try { this.logger.info("Establishing streaming connection", { connectionId, protocol: config.protocol, }); // Validate configuration this.validateStreamingConfig(config); // Initialize connection based on protocol const connection = await this.createConnection(connectionId, config); // Setup connection monitoring this.setupConnectionMonitoring(connection); // Register connection this.connections.set(connectionId, connection); this.emit("connection:established", { connectionId, config }); } catch (error) { this.logger.error("Failed to establish streaming connection", error); throw new Error(`Connection failed: ${error.message}`); } } /** * Streams data with advanced buffering and error recovery */ async *stream<T>(request: any): AsyncGenerator<StreamChunk<T>> { const streamId = this.generateStreamId(); const startTime = Date.now(); try { this.logger.debug("Starting stream", { streamId, request }); // Get available connection const connection = this.getOptimalConnection(); if (!connection) { throw new Error("No available streaming connections"); } // Initialize stream state const streamState = new StreamState(streamId, request, connection); // Start streaming with circuit breaker protection yield* this.circuitBreaker.execute( async function* () { yield* this.streamWithBuffer(streamState); }.bind(this), ); } catch (error) { this.logger.error("Stream error", { streamId, error }); this.performanceMonitor.recordError(streamId, error); // Attempt recovery if (this.shouldRetryStream(error)) { this.logger.info("Attempting stream recovery", { streamId }); yield* this.recoverStream(streamId, request); } else { throw error; } } finally { const duration = Date.now() - startTime; this.performanceMonitor.recordStreamComplete(streamId, duration); } } /** * Core streaming implementation with advanced buffering */ private async *streamWithBuffer<T>( streamState: StreamState, ): AsyncGenerator<StreamChunk<T>> { let sequenceNumber = 0; const buffer = this.bufferManager.createBuffer(streamState.id); try { // Start data pipeline const dataSource = this.createDataSource(streamState); for await (const rawData of dataSource) { // Process data through pipeline const processedData = await this.processStreamData( rawData, streamState, ); // Apply compression if enabled const compressedData = await this.compressionEngine.compress( processedData, streamState.connection.config.compression, ); // Create chunk with metadata const chunk: StreamChunk<T> = { id: `${streamState.id}-${sequenceNumber}`, sequence: sequenceNumber++, data: compressedData as T, final: false, metadata: this.createChunkMetadata(compressedData, rawData), }; // Buffer management await buffer.enqueue(chunk); // Yield from buffer with flow control while (buffer.hasData() && !buffer.shouldPause()) { const bufferedChunk = await buffer.dequeue(); this.performanceMonitor.recordChunk(streamState.id, bufferedChunk); yield bufferedChunk; } // Check for stream health if (!this.isStreamHealthy(streamState)) { throw new Error("Stream health check failed"); } } // Mark final chunk const finalChunk: StreamChunk<T> = { id: `${streamState.id}-final`, sequence: sequenceNumber, data: null as T, final: true, metadata: { timestamp: new Date(), size: 0, checksum: "final", }, }; await buffer.enqueue(finalChunk); // Flush remaining buffer while (buffer.hasData()) { yield await buffer.dequeue(); } } finally { buffer.cleanup(); } } /** * Disconnects and cleans up streaming resources */ async disconnect(): Promise<void> { this.logger.info("Disconnecting streaming connections"); const disconnectPromises = Array.from(this.connections.values()).map( (connection) => this.disconnectConnection(connection), ); await Promise.allSettled(disconnectPromises); this.connections.clear(); this.bufferManager.cleanup(); this.compressionEngine.cleanup(); this.emit("disconnected"); } /** * Gets current streaming status and metrics */ getStatus(): StreamStatus { const activeConnections = Array.from(this.connections.values()).filter( (conn) => conn.status === "active", ); return { connected: activeConnections.length > 0, bufferUtilization: this.bufferManager.getUtilization(), throughput: this.performanceMonitor.getCurrentThroughput(), latency: this.performanceMonitor.getCurrentLatency(), errors: this.performanceMonitor.getErrorRate(), }; } /** * Gets comprehensive performance metrics */ getPerformanceMetrics(): PerformanceMetrics { return this.performanceMonitor.getMetrics(); } // ==================== Private Helper Methods ==================== private setupEventHandlers(): void { this.on("connection:error", this.handleConnectionError.bind(this)); this.on("buffer:overflow", this.handleBufferOverflow.bind(this)); this.on("compression:error", this.handleCompressionError.bind(this)); } private validateStreamingConfig(config: StreamingConfig): void { if (config.bufferSize <= 0) { throw new Error("Buffer size must be positive"); } if (config.chunkSize <= 0) { throw new Error("Chunk size must be positive"); } if (!["websocket", "sse", "grpc"].includes(config.protocol)) { throw new Error(`Unsupported protocol: ${config.protocol}`); } } private async createConnection( id: string, config: StreamingConfig, ): Promise<StreamConnection> { switch (config.protocol) { case "websocket": return new WebSocketConnection(id, config); case "sse": return new SSEConnection(id, config); case "grpc": return new GRPCConnection(id, config); default: throw new Error(`Unsupported protocol: ${config.protocol}`); } } private setupConnectionMonitoring(connection: StreamConnection): void { connection.on("error", (error) => { this.emit("connection:error", { connection: connection.id, error }); }); connection.on("close", () => { this.connections.delete(connection.id); }); connection.on("data", (data) => { this.performanceMonitor.recordData(connection.id, data); }); } private getOptimalConnection(): StreamConnection | null { const activeConnections = Array.from(this.connections.values()).filter( (conn) => conn.status === "active", ); if (activeConnections.length === 0) return null; // Select connection with lowest latency and utilization return activeConnections.reduce((best, current) => { const bestScore = this.calculateConnectionScore(best); const currentScore = this.calculateConnectionScore(current); return currentScore > bestScore ? current : best; }); } private calculateConnectionScore(connection: StreamConnection): number { const latencyWeight = 0.4; const utilizationWeight = 0.3; const throughputWeight = 0.3; const latencyScore = Math.max(0, 100 - connection.getLatency()); const utilizationScore = Math.max(0, 100 - connection.getUtilization()); const throughputScore = Math.min(100, connection.getThroughput() / 1000); return ( latencyScore * latencyWeight + utilizationScore * utilizationWeight + throughputScore * throughputWeight ); } private async processStreamData( data: any, streamState: StreamState, ): Promise<any> { // Apply data transformations based on stream configuration let processedData = data; // Content filtering if (streamState.config.contentFilter) { processedData = await this.applyContentFilter( processedData, streamState.config.contentFilter, ); } // Data enrichment if (streamState.config.enrichment) { processedData = await this.enrichData( processedData, streamState.config.enrichment, ); } // Validation if (streamState.config.validation) { await this.validateData(processedData, streamState.config.validation); } return processedData; } private createChunkMetadata( compressedData: any, originalData: any, ): ChunkMetadata { return { timestamp: new Date(), size: this.calculateDataSize(compressedData), compression: this.compressionEngine.getCompressionInfo( compressedData, originalData, ), checksum: this.calculateChecksum(compressedData), }; } private isStreamHealthy(streamState: StreamState): boolean { const metrics = this.performanceMonitor.getStreamMetrics(streamState.id); // Check latency threshold if (metrics.latency > streamState.config.maxLatency) { return false; } // Check error rate if (metrics.errorRate > streamState.config.maxErrorRate) { return false; } // Check buffer health if (this.bufferManager.getUtilization() > 0.9) { return false; } return true; } private shouldRetryStream(error: any): boolean { // Network errors are retryable if (error.code === "NETWORK_ERROR") return true; // Temporary service errors are retryable if (error.code === "SERVICE_UNAVAILABLE") return true; // Rate limiting errors are retryable with backoff if (error.code === "RATE_LIMITED") return true; // Authentication errors are not retryable if (error.code === "AUTHENTICATION_ERROR") return false; // Validation errors are not retryable if (error.code === "VALIDATION_ERROR") return false; return false; } private async *recoverStream<T>( streamId: string, request: any, ): AsyncGenerator<StreamChunk<T>> { const maxRetries = 3; let retryCount = 0; while (retryCount < maxRetries) { try { await this.delay(Math.pow(2, retryCount) * 1000); // Exponential backoff this.logger.info("Retrying stream", { streamId, attempt: retryCount + 1, }); yield* this.stream<T>(request); return; // Success, exit retry loop } catch (error) { retryCount++; this.logger.warn("Stream retry failed", { streamId, attempt: retryCount, error, }); if (retryCount >= maxRetries) { throw new Error( `Stream recovery failed after ${maxRetries} attempts: ${error.message}`, ); } } } } private async disconnectConnection( connection: StreamConnection, ): Promise<void> { try { await connection.close(); } catch (error) { this.logger.warn("Error closing connection", { connection: connection.id, error, }); } } private handleConnectionError(event: any): void { this.logger.error("Connection error", event); // Remove failed connection if (this.connections.has(event.connection)) { this.connections.delete(event.connection); } // Trigger reconnection if needed if (this.connections.size === 0) { this.emit("reconnection:needed"); } } private handleBufferOverflow(event: any): void { this.logger.warn("Buffer overflow detected", event); // Implement overflow strategies this.bufferManager.handleOverflow(event.bufferId, "drop_oldest"); } private handleCompressionError(event: any): void { this.logger.error("Compression error", event); // Fallback to uncompressed streaming this.compressionEngine.disableForStream(event.streamId); } private generateConnectionId(): string { return `conn_${Date.now()}_${Math.random().toString(36).substr(2, 9)}`; } private generateStreamId(): string { return `stream_${Date.now()}_${Math.random().toString(36).substr(2, 9)}`; } private calculateDataSize(data: any): number { if (Buffer.isBuffer(data)) return data.length; if (typeof data === "string") return Buffer.byteLength(data, "utf8"); return JSON.stringify(data).length; } private calculateChecksum(data: any): string { // Simple checksum implementation - use crypto.createHash in production const str = typeof data === "string" ? data : JSON.stringify(data); let hash = 0; for (let i = 0; i < str.length; i++) { const char = str.charCodeAt(i); hash = (hash << 5) - hash + char; hash = hash & hash; // Convert to 32-bit integer } return hash.toString(16); } private delay(ms: number): Promise<void> { return new Promise((resolve) => setTimeout(resolve, ms)); } private createDataSource(streamState: StreamState): AsyncIterable<any> { // Implementation depends on the specific data source // This is a placeholder that should be implemented based on actual requirements return { [Symbol.asyncIterator]: async function* () { // Yield data chunks yield { message: "streaming data chunk" }; }, }; } private async applyContentFilter(data: any, filter: any): Promise<any> { // Content filtering implementation return data; } private async enrichData(data: any, enrichment: any): Promise<any> { // Data enrichment implementation return data; } private async validateData(data: any, validation: any): Promise<void> { // Data validation implementation } } // ==================== Supporting Classes ==================== class StreamConnection extends EventEmitter { public readonly id: string; public readonly config: StreamingConfig; public status: "connecting" | "active" | "closing" | "closed" | "error"; constructor(id: string, config: StreamingConfig) { super(); this.id = id; this.config = config; this.status = "connecting"; } async close(): Promise<void> { this.status = "closing"; // Implementation specific to connection type this.status = "closed"; this.emit("close"); } getLatency(): number { // Return current connection latency in ms return 0; } getUtilization(): number { // Return current connection utilization percentage return 0; } getThroughput(): number { // Return current throughput in bytes/sec return 0; } } class WebSocketConnection extends StreamConnection { // WebSocket-specific implementation } class SSEConnection extends StreamConnection { // Server-Sent Events specific implementation } class GRPCConnection extends StreamConnection { // gRPC specific implementation } class StreamState { public readonly id: string; public readonly request: any; public readonly connection: StreamConnection; public readonly config: any; public readonly startTime: Date; constructor(id: string, request: any, connection: StreamConnection) { this.id = id; this.request = request; this.connection = connection; this.config = this.mergeConfig(request.config, connection.config); this.startTime = new Date(); } private mergeConfig(requestConfig: any, connectionConfig: any): any { return { ...connectionConfig, ...requestConfig, maxLatency: requestConfig?.maxLatency || 1000, maxErrorRate: requestConfig?.maxErrorRate || 0.1, }; } } class BufferManager { private buffers: Map<string, StreamBuffer> = new Map(); private config: any; constructor(config: any) { this.config = config; } createBuffer(streamId: string): StreamBuffer { const buffer = new StreamBuffer(streamId, this.config); this.buffers.set(streamId, buffer); return buffer; } getUtilization(): number { const buffers = Array.from(this.buffers.values()); if (buffers.length === 0) return 0; const totalUtilization = buffers.reduce( (sum, buffer) => sum + buffer.getUtilization(), 0, ); return totalUtilization / buffers.length; } handleOverflow(bufferId: string, strategy: string): void { const buffer = this.buffers.get(bufferId); if (buffer) { buffer.handleOverflow(strategy); } } cleanup(): void { for (const buffer of this.buffers.values()) { buffer.cleanup(); } this.buffers.clear(); } } class StreamBuffer { private queue: any[] = []; private readonly maxSize: number; private readonly id: string; constructor(id: string, config: any) { this.id = id; this.maxSize = config.maxSize || 1000; } async enqueue(item: any): Promise<void> { if (this.queue.length >= this.maxSize) { throw new Error("Buffer overflow"); } this.queue.push(item); } async dequeue(): Promise<any> { return this.queue.shift(); } hasData(): boolean { return this.queue.length > 0; } shouldPause(): boolean { return this.queue.length > this.maxSize * 0.8; } getUtilization(): number { return (this.queue.length / this.maxSize) * 100; } handleOverflow(strategy: string): void { switch (strategy) { case "drop_oldest": this.queue.shift(); break; case "drop_newest": this.queue.pop(); break; default: // Default to drop oldest this.queue.shift(); } } cleanup(): void { this.queue.length = 0; } } class CompressionEngine { private config: any; private disabledStreams: Set<string> = new Set(); constructor(config: any) { this.config = config; } async compress(data: any, compressionConfig: any): Promise<any> { if (!compressionConfig?.enabled) return data; // Compression implementation would go here // For now, return data as-is return data; } getCompressionInfo( compressedData: any, originalData: any, ): string | undefined { // Return compression algorithm and ratio return undefined; } disableForStream(streamId: string): void { this.disabledStreams.add(streamId); } cleanup(): void { this.disabledStreams.clear(); } } class StreamingPerformanceMonitor { private metrics: Map<string, any> = new Map(); recordChunk(streamId: string, chunk: any): void { // Record chunk metrics } recordError(streamId: string, error: any): void { // Record error metrics } recordStreamComplete(streamId: string, duration: number): void { // Record completion metrics } recordData(connectionId: string, data: any): void { // Record data metrics } getCurrentThroughput(): number { return 0; } getCurrentLatency(): number { return 0; } getErrorRate(): number { return 0; } getStreamMetrics(streamId: string): any { return { latency: 0, errorRate: 0, }; } getMetrics(): PerformanceMetrics { return { latency: { mean: 0, p50: 0, p95: 0, p99: 0, max: 0, }, throughput: { requestsPerSecond: 0, bytesPerSecond: 0, operationsPerSecond: 0, }, utilization: { cpu: 0, memory: 0, disk: 0, network: 0, }, errors: { rate: 0, percentage: 0, types: {}, }, }; } } class CircuitBreaker { private config: any; private state: "closed" | "open" | "half-open" = "closed"; private failures: number = 0; private lastFailureTime: number = 0; constructor(config: any) { this.config = { failureThreshold: 5, timeout: 60000, // 1 minute ...config, }; } async execute<T>( operation: () => Promise<T> | AsyncGenerator<T>, ): Promise<T> | AsyncGenerator<T> { if (this.state === "open") { if (Date.now() - this.lastFailureTime > this.config.timeout) { this.state = "half-open"; } else { throw new Error("Circuit breaker is open"); } } try { const result = await operation(); this.onSuccess(); return result; } catch (error) { this.onFailure(); throw error; } } private onSuccess(): void { this.failures = 0; this.state = "closed"; } private onFailure(): void { this.failures++; this.lastFailureTime = Date.now(); if (this.failures >= this.config.failureThreshold) { this.state = "open"; } } }