@mastra/core
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Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
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finishReason: finishData.finishReason,\n toolCalls: finishData.toolCalls,\n toolResults: finishData.toolResults,\n warnings: finishData.warnings,\n ...(finishData.object !== undefined && { object: finishData.object }),\n };\n\n span.setAttribute(`${spanName}.result`, JSON.stringify(telemetryData));\n span.setStatus({ code: SpanStatusCode.OK });\n span.end();\n } catch (error) {\n console.warn('Telemetry capture failed:', error);\n span.setAttribute(`${spanName}.result`, '[Telemetry Capture Error]');\n span.setStatus({ code: SpanStatusCode.ERROR });\n span.end();\n }\n\n if (originalOnFinish) {\n return await originalOnFinish(finishData);\n }\n };\n\n // Check if an original onFinish was passed\n (enhancedStreamOptions.onFinish as any).__hasOriginalOnFinish = !!originalOnFinish;\n\n enhancedArgs[1] = enhancedStreamOptions;\n span.__mastraStreamingSpan = true;\n\n return enhancedArgs;\n }\n\n return args;\n}\n\n// Decorator factory that takes optional spanName\nexport function withSpan(options: {\n spanName?: string;\n skipIfNoTelemetry?: boolean;\n spanKind?: SpanKind;\n tracerName?: string;\n}): any {\n return function (_target: any, propertyKey: string | symbol, descriptor?: PropertyDescriptor | number) {\n if (!descriptor || typeof descriptor === 'number') return;\n\n const originalMethod = descriptor.value as Function;\n const methodName = String(propertyKey);\n\n descriptor.value = function (this: unknown, ...args: unknown[]) {\n // Skip if no telemetry is available and skipIfNoTelemetry is true\n if (options?.skipIfNoTelemetry && !hasActiveTelemetry(options?.tracerName)) {\n return originalMethod.apply(this, args);\n }\n\n const tracer = trace.getTracer(options?.tracerName ?? 'default-tracer');\n\n // Determine span name and kind\n let spanName: string;\n let spanKind: SpanKind | undefined;\n\n if (typeof options === 'string') {\n spanName = options;\n } else if (options) {\n spanName = options.spanName || methodName;\n spanKind = options.spanKind;\n } else {\n spanName = methodName;\n }\n\n // Start the span with optional kind\n const span = tracer.startSpan(spanName, { kind: spanKind }) as EnhancedSpan;\n let ctx = trace.setSpan(context.active(), span);\n\n // Record input arguments as span attributes\n args.forEach((arg, index) => {\n try {\n span.setAttribute(`${spanName}.argument.${index}`, JSON.stringify(arg));\n } catch {\n span.setAttribute(`${spanName}.argument.${index}`, '[Not Serializable]');\n }\n });\n\n const { requestId, componentName, runId, threadId, resourceId } = getBaggageValues(ctx);\n if (requestId) {\n span.setAttribute('http.request_id', requestId);\n }\n\n if (threadId) {\n span.setAttribute('threadId', threadId);\n }\n\n if (resourceId) {\n span.setAttribute('resourceId', resourceId);\n }\n\n if (componentName) {\n span.setAttribute('componentName', componentName);\n // @ts-ignore - These properties may exist on the context\n span.setAttribute('runId', runId);\n } else if (this && typeof this === 'object' && 'name' in this) {\n const contextObj = this as { name: string; runId?: string };\n span.setAttribute('componentName', contextObj.name);\n if (contextObj.runId) {\n span.setAttribute('runId', contextObj.runId);\n }\n ctx = propagation.setBaggage(\n ctx,\n propagation.createBaggage({\n // @ts-ignore\n componentName: { value: this.name },\n // @ts-ignore\n runId: { value: this.runId },\n // @ts-ignore\n 'http.request_id': { value: requestId },\n // @ts-ignore\n threadId: { value: threadId },\n // @ts-ignore\n resourceId: { value: resourceId },\n }),\n );\n }\n\n let result: unknown;\n try {\n // For streaming methods, enhance arguments with telemetry capture before calling\n const enhancedArgs = isStreamingResult(result, methodName)\n ? enhanceStreamingArgumentsWithTelemetry(args, span, spanName, methodName)\n : args;\n\n // Call the original method within the context\n result = context.with(ctx, () => originalMethod.apply(this, enhancedArgs));\n\n // Handle promises\n if (result instanceof Promise) {\n return result\n .then(resolvedValue => {\n if (isStreamingResult(resolvedValue, methodName)) {\n return resolvedValue;\n } else {\n try {\n span.setAttribute(`${spanName}.result`, JSON.stringify(resolvedValue));\n } catch {\n span.setAttribute(`${spanName}.result`, '[Not Serializable]');\n }\n return resolvedValue;\n }\n })\n .finally(() => {\n if (!span.__mastraStreamingSpan) {\n span.end();\n }\n });\n }\n\n // Record result for non-promise returns\n if (!isStreamingResult(result, methodName)) {\n try {\n span.setAttribute(`${spanName}.result`, JSON.stringify(result));\n } catch {\n span.setAttribute(`${spanName}.result`, '[Not Serializable]');\n }\n }\n\n // Return regular results\n return result;\n } catch (error) {\n span.setStatus({\n code: SpanStatusCode.ERROR,\n message: error instanceof Error ? error.message : 'Unknown error',\n });\n if (error instanceof Error) {\n span.recordException(error);\n }\n throw error;\n } finally {\n // End span for non-promise returns\n if (!(result instanceof Promise) && !isStreamingResult(result, methodName)) {\n span.end();\n }\n }\n };\n\n return descriptor;\n };\n}\n\n// class-telemetry.decorator.ts\nexport function InstrumentClass(options?: {\n prefix?: string;\n spanKind?: SpanKind;\n excludeMethods?: string[];\n methodFilter?: (methodName: string) => boolean;\n tracerName?: string;\n}) {\n return function (target: any) {\n const methods = Object.getOwnPropertyNames(target.prototype);\n\n methods.forEach(method => {\n // Skip excluded methods\n if (options?.excludeMethods?.includes(method) || method === 'constructor') return;\n // Apply method filter if provided\n if (options?.methodFilter && !options.methodFilter(method)) return;\n\n const descriptor = Object.getOwnPropertyDescriptor(target.prototype, method);\n if (descriptor && typeof descriptor.value === 'function') {\n Object.defineProperty(\n target.prototype,\n method,\n withSpan({\n spanName: options?.prefix ? `${options.prefix}.${method}` : method,\n skipIfNoTelemetry: true,\n spanKind: options?.spanKind || SpanKind.INTERNAL,\n tracerName: options?.tracerName,\n })(target, method, descriptor),\n );\n }\n });\n\n return target;\n };\n}\n","import { ExportResultCode } from '@opentelemetry/core';\nimport type { ExportResult } from '@opentelemetry/core';\nimport { JsonTraceSerializer } from '@opentelemetry/otlp-transformer';\nimport type { ReadableSpan, SpanExporter } from '@opentelemetry/sdk-trace-base';\n\nimport { MastraError, ErrorDomain, ErrorCategory } from '../error';\nimport type { IMastraLogger } from '../logger';\nimport type { MastraStorage } from '../storage/base';\nimport { TABLE_TRACES } from '../storage/constants';\n\nexport class OTLPTraceExporter implements SpanExporter {\n private storage: MastraStorage;\n private queue: { data: any[]; resultCallback: (result: ExportResult) => void }[] = [];\n private serializer: typeof JsonTraceSerializer;\n private logger: IMastraLogger;\n private activeFlush: Promise<void> | undefined = undefined;\n\n constructor({ logger, storage }: { logger: IMastraLogger; storage: MastraStorage }) {\n this.storage = storage;\n this.serializer = JsonTraceSerializer;\n this.logger = logger;\n }\n\n export(internalRepresentation: ReadableSpan[], resultCallback: (result: ExportResult) => void): void {\n const serializedRequest = this.serializer.serializeRequest(internalRepresentation);\n // @ts-ignore\n const payload = JSON.parse(Buffer.from(serializedRequest.buffer, 'utf8'));\n const items = payload?.resourceSpans?.[0]?.scopeSpans;\n this.logger.debug(`Exporting telemetry: ${items.length} scope spans to be processed [trace batch]`);\n\n this.queue.push({ data: items, resultCallback });\n\n if (!this.activeFlush) {\n this.activeFlush = this.flush();\n }\n }\n shutdown(): Promise<void> {\n return this.forceFlush();\n }\n\n flush(): Promise<void> {\n const now = new Date();\n const items = this.queue.shift();\n if (!items) return Promise.resolve();\n\n const allSpans: any[] = items.data.reduce((acc, scopedSpans) => {\n const { scope, spans } = scopedSpans;\n for (const span of spans) {\n const {\n spanId,\n parentSpanId,\n traceId,\n name,\n kind,\n attributes,\n status,\n events,\n links,\n startTimeUnixNano,\n endTimeUnixNano,\n ...rest\n } = span;\n\n const startTime = Number(BigInt(startTimeUnixNano) / 1000n);\n const endTime = Number(BigInt(endTimeUnixNano) / 1000n);\n\n acc.push({\n id: spanId,\n parentSpanId,\n traceId,\n name,\n scope: scope.name,\n kind,\n status: JSON.stringify(status),\n events: JSON.stringify(events),\n links: JSON.stringify(links),\n attributes: JSON.stringify(\n attributes.reduce((acc: Record<string, any>, attr: any) => {\n const valueKey = Object.keys(attr.value)[0];\n if (valueKey) {\n acc[attr.key] = attr.value[valueKey];\n }\n return acc;\n }, {}),\n ),\n startTime,\n endTime,\n other: JSON.stringify(rest),\n createdAt: now,\n });\n }\n return acc;\n }, []);\n\n return this.storage\n .batchInsert({\n tableName: TABLE_TRACES,\n records: allSpans,\n })\n .then(() => {\n items.resultCallback({\n code: ExportResultCode.SUCCESS,\n });\n })\n .catch(e => {\n const mastraError = new MastraError(\n {\n id: 'OTLP_TRACE_EXPORT_FAILURE',\n text: 'Failed to export telemetry spans',\n domain: ErrorDomain.MASTRA_TELEMETRY,\n category: ErrorCategory.SYSTEM,\n details: {\n attemptedSpanCount: allSpans.length,\n targetTable: TABLE_TRACES,\n firstSpanName: allSpans.length > 0 ? allSpans[0].name : '',\n firstSpanKind: allSpans.length > 0 ? allSpans[0].kind : '',\n firstSpanScope: allSpans.length > 0 ? allSpans[0].scope : '',\n },\n },\n e,\n );\n this.logger.trackException(mastraError);\n this.logger.error('span err:' + mastraError.toString());\n items.resultCallback({\n code: ExportResultCode.FAILED,\n error: e,\n });\n })\n .finally(() => {\n this.activeFlush = undefined;\n });\n }\n async forceFlush(): Promise<void> {\n if (!this.queue.length) {\n return;\n }\n\n await this.activeFlush;\n while (this.queue.length) {\n await this.flush();\n }\n }\n\n __setLogger(logger: IMastraLogger) {\n this.logger = logger;\n }\n}\n","import { context as otlpContext, SpanStatusCode, trace, propagation, context } from '@opentelemetry/api';\nimport type { Tracer, SpanOptions, Context, Span, BaggageEntry } from '@opentelemetry/api';\n\nimport { MastraError, ErrorDomain, ErrorCategory } from '../error';\nimport type { OtelConfig } from './types';\nimport { getBaggageValues, hasActiveTelemetry } from './utility';\n\n// Add type declaration for global namespace\ndeclare global {\n var __TELEMETRY__: Telemetry | undefined;\n}\n\nexport class Telemetry {\n public tracer: Tracer = trace.getTracer('default');\n name: string = 'default-service';\n\n private constructor(config: OtelConfig) {\n this.name = config.serviceName ?? 'default-service';\n\n this.tracer = trace.getTracer(this.name);\n }\n\n /**\n * @deprecated This method does not do anything\n */\n public async shutdown() {}\n\n /**\n * Initialize telemetry with the given configuration\n * @param config - Optional telemetry configuration object\n * @returns Telemetry instance that can be used for tracing\n */\n static init(config: OtelConfig = {}): Telemetry {\n try {\n if (!globalThis.__TELEMETRY__) {\n globalThis.__TELEMETRY__ = new Telemetry(config);\n }\n\n return globalThis.__TELEMETRY__;\n } catch (error) {\n const wrappedError = new MastraError(\n {\n id: 'TELEMETRY_INIT_FAILED',\n text: 'Failed to initialize telemetry',\n domain: ErrorDomain.MASTRA_TELEMETRY,\n category: ErrorCategory.SYSTEM,\n },\n error,\n );\n throw wrappedError;\n }\n }\n\n static getActiveSpan() {\n const span = trace.getActiveSpan();\n return span;\n }\n\n /**\n * Get the global telemetry instance\n * @throws {Error} If telemetry has not been initialized\n * @returns {Telemetry} The global telemetry instance\n */\n static get(): Telemetry {\n if (!globalThis.__TELEMETRY__) {\n throw new MastraError({\n id: 'TELEMETRY_GETTER_FAILED_GLOBAL_TELEMETRY_NOT_INITIALIZED',\n text: 'Telemetry not initialized',\n domain: ErrorDomain.MASTRA_TELEMETRY,\n category: ErrorCategory.USER,\n });\n }\n return globalThis.__TELEMETRY__;\n }\n\n /**\n * Wraps a class instance with telemetry tracing\n * @param instance The class instance to wrap\n * @param options Optional configuration for tracing\n * @returns Wrapped instance with all methods traced\n */\n traceClass<T extends object>(\n instance: T,\n options: {\n /** Base name for spans (e.g. 'integration', 'agent') */\n spanNamePrefix?: string;\n /** Additional attributes to add to all spans */\n attributes?: Record<string, string>;\n /** Methods to exclude from tracing */\n excludeMethods?: string[];\n /** Skip tracing if telemetry is not active */\n skipIfNoTelemetry?: boolean;\n } = {},\n ): T {\n const { skipIfNoTelemetry = true } = options;\n\n // Skip if no telemetry is active and skipIfNoTelemetry is true\n if (skipIfNoTelemetry && !hasActiveTelemetry()) {\n return instance;\n }\n\n const { spanNamePrefix = instance.constructor.name.toLowerCase(), attributes = {}, excludeMethods = [] } = options;\n\n return new Proxy(instance, {\n get: (target, prop: string | symbol) => {\n const value = target[prop as keyof T];\n\n // Skip tracing for excluded methods, constructors, private methods\n if (\n typeof value === 'function' &&\n prop !== 'constructor' &&\n !prop.toString().startsWith('_') &&\n !excludeMethods.includes(prop.toString())\n ) {\n return this.traceMethod(value.bind(target), {\n spanName: `${spanNamePrefix}.${prop.toString()}`,\n attributes: {\n ...attributes,\n [`${spanNamePrefix}.name`]: target.constructor.name,\n [`${spanNamePrefix}.method.name`]: prop.toString(),\n },\n });\n }\n\n return value;\n },\n });\n }\n\n static setBaggage(baggage: Record<string, BaggageEntry>, ctx: Context = otlpContext.active()) {\n const currentBaggage = Object.fromEntries(propagation.getBaggage(ctx)?.getAllEntries() ?? []);\n const newCtx = propagation.setBaggage(\n ctx,\n propagation.createBaggage({\n ...currentBaggage,\n ...baggage,\n }),\n );\n return newCtx;\n }\n\n static withContext(ctx: Context, fn: () => void) {\n return otlpContext.with(ctx, fn);\n }\n\n /**\n * method to trace individual methods with proper context\n * @param method The method to trace\n * @param context Additional context for the trace\n * @returns Wrapped method with tracing\n */\n traceMethod<TMethod extends Function>(\n method: TMethod,\n context: {\n spanName: string;\n attributes?: Record<string, string>;\n skipIfNoTelemetry?: boolean;\n parentSpan?: Span;\n },\n ): TMethod {\n let ctx = otlpContext.active();\n const { skipIfNoTelemetry = true } = context;\n\n // Skip if no telemetry is active and skipIfNoTelemetry is true\n if (skipIfNoTelemetry && !hasActiveTelemetry()) {\n return method;\n }\n\n return ((...args: unknown[]) => {\n const span = this.tracer.startSpan(context.spanName);\n\n function handleError(error: unknown) {\n span.recordException(error as Error);\n span.setStatus({\n code: SpanStatusCode.ERROR,\n message: (error as Error).message,\n });\n span.end();\n throw error;\n }\n try {\n const { requestId, componentName, runId, threadId, resourceId } = getBaggageValues(ctx);\n\n // Add all context attributes to span\n if (context.attributes) {\n span.setAttributes(context.attributes);\n }\n\n if (requestId) {\n span.setAttribute('http.request_id', requestId);\n }\n\n if (threadId) {\n span.setAttribute('threadId', threadId);\n }\n\n if (resourceId) {\n span.setAttribute('resourceId', resourceId);\n }\n\n if (context.attributes?.componentName) {\n ctx = propagation.setBaggage(\n ctx,\n propagation.createBaggage({\n componentName: { value: context.attributes.componentName },\n // @ts-ignore\n runId: { value: context.attributes.runId },\n // @ts-ignore\n 'http.request_id': { value: requestId },\n }),\n );\n } else {\n if (componentName) {\n span.setAttribute('componentName', componentName);\n // @ts-ignore\n span.setAttribute('runId', runId);\n } else if (this && this.name) {\n span.setAttribute('componentName', this.name);\n // @ts-ignore\n span.setAttribute('runId', this.runId);\n ctx = propagation.setBaggage(\n ctx,\n propagation.createBaggage({\n componentName: { value: this.name },\n // @ts-ignore\n runId: { value: this.runId },\n // @ts-ignore\n 'http.request_id': { value: requestId },\n // @ts-ignore\n threadId: { value: threadId },\n // @ts-ignore\n resourceId: { value: resourceId },\n }),\n );\n }\n }\n\n // Record input arguments as span attributes\n args.forEach((arg, index) => {\n try {\n span.setAttribute(`${context.spanName}.argument.${index}`, JSON.stringify(arg));\n } catch {\n span.setAttribute(`${context.spanName}.argument.${index}`, '[Not Serializable]');\n }\n });\n\n let result: any;\n otlpContext.with(trace.setSpan(ctx, span), () => {\n result = method(...args);\n });\n\n function recordResult(res: any) {\n try {\n span.setAttribute(`${context.spanName}.result`, JSON.stringify(res));\n } catch {\n span.setAttribute(`${context.spanName}.result`, '[Not Serializable]');\n }\n\n span.end();\n\n return res;\n }\n\n if (result instanceof Promise) {\n return result.then(recordResult).catch(handleError);\n } else {\n return recordResult(result);\n }\n } catch (error) {\n handleError(error);\n }\n }) as unknown as TMethod;\n }\n\n getBaggageTracer(): Tracer {\n return new BaggageTracer(this.tracer);\n }\n}\n\nclass BaggageTracer implements Tracer {\n private _tracer: Tracer;\n\n constructor(tracer: Tracer) {\n this._tracer = tracer;\n }\n\n startSpan(name: string, options: SpanOptions = {}, ctx: Context) {\n ctx = ctx ?? otlpContext.active();\n const span = this._tracer.startSpan(name, options, ctx);\n const { componentName, runId, requestId, threadId, resourceId } = getBaggageValues(ctx);\n // @ts-ignore\n span.setAttribute('componentName', componentName);\n // @ts-ignore\n span.setAttribute('runId', runId);\n // @ts-ignore\n span.setAttribute('http.request_id', requestId);\n // @ts-ignore\n span.setAttribute('threadId', threadId);\n // @ts-ignore\n span.setAttribute('resourceId', resourceId);\n\n return span;\n }\n\n startActiveSpan<F extends (span: Span) => unknown>(name: string, fn: F): ReturnType<F>;\n startActiveSpan<F extends (span: Span) => unknown>(name: string, options: SpanOptions, fn: F): ReturnType<F>;\n startActiveSpan<F extends (span: Span) => unknown>(\n name: string,\n options: SpanOptions,\n ctx: Context,\n fn: F,\n ): ReturnType<F>;\n startActiveSpan<F extends (span: Span) => unknown>(\n name: string,\n optionsOrFn: SpanOptions | F,\n ctxOrFn?: Context | F,\n fn?: F,\n ): ReturnType<F> {\n if (typeof optionsOrFn === 'function') {\n const wrappedFn = (span: Span) => {\n const { componentName, runId, requestId, threadId, resourceId } = getBaggageValues(otlpContext.active());\n // @ts-ignore\n span.setAttribute('componentName', componentName);\n // @ts-ignore\n span.setAttribute('runId', runId);\n // @ts-ignore\n span.setAttribute('http.request_id', requestId);\n // @ts-ignore\n span.setAttribute('threadId', threadId);\n // @ts-ignore\n span.setAttribute('resourceId', resourceId);\n\n return optionsOrFn(span);\n };\n return this._tracer.startActiveSpan(name, {}, context.active(), wrappedFn as F);\n }\n if (typeof ctxOrFn === 'function') {\n const wrappedFn = (span: Span) => {\n const { componentName, runId, requestId, threadId, resourceId } = getBaggageValues(otlpContext.active());\n // @ts-ignore\n span.setAttribute('componentName', componentName);\n // @ts-ignore\n span.setAttribute('runId', runId);\n // @ts-ignore\n span.setAttribute('http.request_id', requestId);\n // @ts-ignore\n span.setAttribute('threadId', threadId);\n // @ts-ignore\n span.setAttribute('resourceId', resourceId);\n\n return ctxOrFn(span);\n };\n return this._tracer.startActiveSpan(name, optionsOrFn, context.active(), wrappedFn as F);\n }\n const wrappedFn = (span: Span) => {\n const { componentName, runId, requestId, threadId, resourceId } = getBaggageValues(\n ctxOrFn ?? otlpContext.active(),\n );\n // @ts-ignore\n span.setAttribute('componentName', componentName);\n // @ts-ignore\n span.setAttribute('runId', runId);\n // @ts-ignore\n span.setAttribute('http.request_id', requestId);\n // @ts-ignore\n span.setAttribute('threadId', threadId);\n // @ts-ignore\n span.setAttribute('resourceId', resourceId);\n\n return fn!(span);\n };\n return this._tracer.startActiveSpan(name, optionsOrFn, ctxOrFn!, wrappedFn as F);\n }\n}\n"]}