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type { Mastra } from '@mastra/core';\nimport { extractTrajectoryFromTrace, listScoresResponseSchema } from '@mastra/core/evals';\nimport { scoreTraces } from '@mastra/core/evals/scoreTraces';\nimport type { ScoresStorage } from '@mastra/core/storage';\nimport {\n  tracesFilterSchema,\n  tracesOrderBySchema,\n  spanIdsSchema,\n  listTracesResponseSchema,\n  scoreTracesRequestSchema,\n  scoreTracesResponseSchema,\n  getTraceArgsSchema,\n  getTraceResponseSchema,\n  getTraceLightResponseSchema,\n  getSpanArgsSchema,\n  getSpanResponseSchema,\n  dateRangeSchema,\n} from '@mastra/core/storage';\n// `branches*`, `listBranches*`, and `getBranch*` schemas are new in\n// @mastra/core@1.32.0; route them through a shim that tolerates older cores\n// (see ./observability-storage-schemas.ts for full rationale).\nimport { z } from 'zod/v4';\nimport { HTTPException } from '../http-exception';\nimport type { ServerRoute } from '../server-adapter/routes';\nimport { createRoute, pickParams, 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compatibility and transformed to new format.\n */\nconst legacyQueryParamsSchema = z.object({\n  // Old: dateRange was in pagination, now it's startedAt in filters\n  dateRange: dateRangeSchema.optional(),\n  // Old: name matched span names like \"agent run: 'myAgent'\"\n  name: z.string().optional(),\n  // entityType needs preprocessing to handle legacy 'workflow' value\n  entityType: z.preprocess(val => (val === 'workflow' ? 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'workflow_run' : value),\n        tracesFilterSchema.shape.entityType,\n      ),\n    }),\n    tracesOrderBySchema,\n  ),\n  responseSchema: listTracesResponseSchema,\n  summary: 'List traces',\n  description:\n    'Returns a paginated list of traces with optional filtering and sorting. In delta mode, returns only newly listed traces matching the filters.',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, mode, after, limit, ...params }) => {\n    try {\n      // Transform legacy params to new format before processing\n      const transformedParams = transformLegacyParams(params);\n\n      const filters = pickParams(tracesFilterSchema, transformedParams);\n      const observabilityStore = await getObservabilityStore(mastra);\n      if (mode === 'delta') {\n        assertObservabilityDeltaSupported(observabilityStore, OBSERVABILITY_LIST_ENDPOINTS.traces);\n        return await observabilityStore.listTraces({\n          mode,\n          filters,\n          after: typeof after === 'string' ? after : undefined,\n          limit,\n        });\n      }\n\n      const pagination = pickParams(paginationArgsSchema, transformedParams);\n      const orderBy = pickParams(tracesOrderBySchema, transformedParams);\n      return await observabilityStore.listTraces({ filters, pagination, orderBy });\n    } catch (error) {\n      return handleError(error, 'Error listing traces');\n    }\n  },\n});\n\n/** Route: GET /observability/traces/light - paginated lightweight trace listing with filtering and sorting. */\nexport const LIST_TRACES_LIGHT_ROUTE = createRoute({\n  method: 'GET',\n  path: '/observability/traces/light',\n  responseType: 'json',\n  queryParamSchema: listTracesQueryParamSchema,\n  responseSchema: listTracesLightResponseSchema,\n  summary: 'List lightweight traces',\n  description: 'Returns a paginated list of lightweight traces with optional filtering and sorting',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, ...params }) => {\n    try {\n      const transformedParams = transformLegacyParams(params);\n\n      const filters = pickParams(tracesFilterSchema, transformedParams);\n      const pagination = pickParams(paginationArgsSchema, transformedParams);\n      const orderBy = pickParams(tracesOrderBySchema, transformedParams);\n\n      const observabilityStore = await getObservabilityStore(mastra);\n      // `listTracesLight` was added in `@mastra/core` alongside this route.\n      // When this `@mastra/server` is paired with an older `@mastra/core`,\n      // the base `ObservabilityStorage` class doesn't declare\n      // `listTracesLight` at all, so calling it on a store instance throws\n      // `TypeError: ... is not a function`. Detect that case and fall back\n      // to the full `listTraces` call so consumers still get a response.\n      const store = observabilityStore as { listTracesLight?: unknown };\n      if (typeof store.listTracesLight !== 'function') {\n        return await observabilityStore.listTraces({ filters, pagination, orderBy });\n      }\n      return await observabilityStore.listTracesLight({ filters, pagination, orderBy });\n    } catch (error) {\n      return handleError(error, 'Error listing lightweight traces');\n    }\n  },\n});\n\n/** Route: GET /observability/branches - paginated branch-anchor span listing across all traces. */\nexport const LIST_BRANCHES_ROUTE = createRoute({\n  method: 'GET',\n  path: '/observability/branches',\n  responseType: 'json',\n  queryParamSchema: createObservabilityListQuerySchema(branchesFilterSchema, branchesOrderBySchema),\n  responseSchema: listBranchesResponseSchema,\n  summary: 'List trace branches',\n  description:\n    'Returns a paginated list of branch-anchor spans (e.g., AGENT_RUN, WORKFLOW_RUN, TOOL_CALL) across all traces. Unlike listTraces (one row per root-rooted trace), each row here is a single anchor span -- including ones nested under a different root entity. In delta mode, returns only newly listed branch rows matching the filters.',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, mode, after, limit, ...params }) => {\n    try {\n      const filters = pickParams(branchesFilterSchema, params);\n      const observabilityStore = await getObservabilityStore(mastra);\n      if (mode === 'delta') {\n        assertObservabilityDeltaSupported(observabilityStore, OBSERVABILITY_LIST_ENDPOINTS.branches);\n        return await observabilityStore.listBranches({\n          mode,\n          filters,\n          after: typeof after === 'string' ? after : undefined,\n          limit,\n        });\n      }\n\n      const pagination = pickParams(paginationArgsSchema, params);\n      const orderBy = pickParams(branchesOrderBySchema, params);\n      return await observabilityStore.listBranches({ filters, pagination, orderBy });\n    } catch (error) {\n      return handleError(error, 'Error listing branches');\n    }\n  },\n});\n\n/** Route: GET /observability/traces/:traceId/branches/:spanId - retrieve the subtree rooted at a span. */\nexport const GET_BRANCH_ROUTE = createRoute({\n  method: 'GET',\n  path: '/observability/traces/:traceId/branches/:spanId',\n  responseType: 'json',\n  pathParamSchema: getBranchArgsSchema.pick({ traceId: true, spanId: true }),\n  queryParamSchema: wrapSchemaForQueryParams(getBranchArgsSchema.pick({ depth: true })),\n  responseSchema: getBranchResponseSchema,\n  summary: 'Get trace branch by span ID',\n  description:\n    'Returns the subtree of spans rooted at the given span. The optional `depth` query param bounds descendant levels below the anchor (0 = anchor only; omitted = full subtree).',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, traceId, spanId, depth }) => {\n    try {\n      const observabilityStore = await getObservabilityStore(mastra);\n      const branch = await observabilityStore.getBranch({ traceId, spanId, depth });\n\n      if (!branch) {\n        throw new HTTPException(404, { message: `Branch not found for span '${spanId}' in trace '${traceId}'` });\n      }\n\n      return branch;\n    } catch (error) {\n      return handleError(error, 'Error getting branch');\n    }\n  },\n});\n/** Route: GET /observability/traces/:traceId - retrieve a single trace with all spans. */\nexport const GET_TRACE_ROUTE: ServerRoute = createRoute({\n  method: 'GET',\n  path: '/observability/traces/:traceId',\n  responseType: 'json',\n  pathParamSchema: getTraceArgsSchema,\n  responseSchema: getTraceResponseSchema,\n  summary: 'Get AI trace by ID',\n  description: 'Returns a complete AI trace with all spans by trace ID',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, traceId }) => {\n    try {\n      const observabilityStore = await getObservabilityStore(mastra);\n      const trace = await observabilityStore.getTrace({ traceId });\n\n      if (!trace) {\n        throw new HTTPException(404, { message: `Trace with ID '${traceId}' not found` });\n      }\n\n      return trace;\n    } catch (error) {\n      return handleError(error, 'Error getting trace');\n    }\n  },\n});\n\n/** Route: GET /observability/traces/:traceId/light - lightweight trace for timeline rendering. */\nexport const GET_TRACE_LIGHT_ROUTE: ServerRoute = createRoute({\n  method: 'GET',\n  path: '/observability/traces/:traceId/light',\n  responseType: 'json',\n  pathParamSchema: getTraceArgsSchema,\n  responseSchema: getTraceLightResponseSchema,\n  summary: 'Get lightweight AI trace by ID',\n  description:\n    'Returns a trace with lightweight span data (timeline fields only, excludes input/output/attributes/metadata/tags/links)',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, traceId }) => {\n    try {\n      const observabilityStore = await getObservabilityStore(mastra);\n      const trace = await observabilityStore.getTraceLight({ traceId });\n\n      if (!trace) {\n        throw new HTTPException(404, { message: `Trace with ID '${traceId}' not found` });\n      }\n\n      return trace;\n    } catch (error) {\n      return handleError(error, 'Error getting lightweight trace');\n    }\n  },\n});\n\n/** Route: GET /observability/traces/:traceId/spans/:spanId - get a single span with full details. */\nexport const GET_SPAN_ROUTE: ServerRoute = createRoute({\n  method: 'GET',\n  path: '/observability/traces/:traceId/spans/:spanId',\n  responseType: 'json',\n  pathParamSchema: getSpanArgsSchema,\n  responseSchema: getSpanResponseSchema,\n  summary: 'Get a single span by ID',\n  description: 'Returns a complete span record with all details by trace ID and span ID',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, traceId, spanId }) => {\n    try {\n      const observabilityStore = await getObservabilityStore(mastra);\n      const span = await observabilityStore.getSpan({ traceId, spanId });\n\n      if (!span) {\n        throw new HTTPException(404, { message: `Span not found` });\n      }\n\n      return span;\n    } catch (error) {\n      return handleError(error, 'Error getting span');\n    }\n  },\n});\n\n/** Route: GET /observability/traces/:traceId/trajectory - extract trajectory from a trace. */\nexport const GET_TRACE_TRAJECTORY_ROUTE = createRoute({\n  method: 'GET',\n  path: '/observability/traces/:traceId/trajectory',\n  responseType: 'json',\n  pathParamSchema: getTraceArgsSchema,\n  responseSchema: z.object({\n    steps: z.array(z.unknown()),\n    totalDurationMs: z.number().optional(),\n    rawOutput: z.unknown().optional(),\n    rawWorkflowResult: z.unknown().optional(),\n  }),\n  summary: 'Extract trajectory from trace',\n  description: 'Extracts a structured trajectory (ordered steps) from a trace by analyzing its spans',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, traceId }) => {\n    try {\n      const observabilityStore = await getObservabilityStore(mastra);\n      const trace = await observabilityStore.getTrace({ traceId });\n\n      if (!trace) {\n        throw new HTTPException(404, { message: `Trace with ID '${traceId}' not found` });\n      }\n\n      const trajectory = extractTrajectoryFromTrace(trace.spans);\n      return trajectory;\n    } catch (error) {\n      return handleError(error, 'Error extracting trajectory from trace');\n    }\n  },\n});\n\n/** Route: POST /observability/traces/score - score traces using a specified scorer (fire-and-forget). */\nexport const SCORE_TRACES_ROUTE = createRoute({\n  method: 'POST',\n  path: '/observability/traces/score',\n  responseType: 'json',\n  bodySchema: scoreTracesRequestSchema,\n  responseSchema: scoreTracesResponseSchema,\n  summary: 'Score traces',\n  description: 'Scores one or more traces using a specified scorer (fire-and-forget)',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, ...params }) => {\n    try {\n      // Validate storage exists before starting background task\n      getStorage(mastra);\n\n      const { scorerName, targets } = params;\n\n      const scorer = mastra.getScorerById(scorerName);\n      if (!scorer) {\n        throw new HTTPException(404, { message: `Scorer '${scorerName}' not found` });\n      }\n\n      scoreTraces({\n        scorerId: scorer.config.id || scorer.config.name,\n        targets,\n        mastra,\n      }).catch(error => {\n        const logger = mastra.getLogger();\n        logger?.error(`Background trace scoring failed: ${error.message}`, error);\n      });\n\n      return {\n        status: 'success',\n        message: `Scoring started for ${targets.length} ${targets.length === 1 ? 'trace' : 'traces'}`,\n        traceCount: targets.length,\n      };\n    } catch (error) {\n      return handleError(error, 'Error processing trace scoring');\n    }\n  },\n});\n\nexport const LIST_SCORES_BY_SPAN_ROUTE = createRoute({\n  method: 'GET',\n  path: '/observability/traces/:traceId/:spanId/scores',\n  responseType: 'json',\n  pathParamSchema: spanIdsSchema,\n  // List endpoints accept optional query params; use partial() to allow empty queries.\n  queryParamSchema: wrapSchemaForQueryParams(paginationArgsSchema.partial()),\n  responseSchema: listScoresResponseSchema,\n  summary: 'List scores by span',\n  description: 'Returns all scores for a specific span within a trace',\n  tags: ['Observability'],\n  requiresAuth: true,\n  handler: async ({ mastra, ...params }) => {\n    try {\n      const pagination = pickParams(paginationArgsSchema, params);\n      const spanIds = pickParams(spanIdsSchema, params);\n\n      const scoresStore = await getScoresStore(mastra);\n\n      return await scoresStore.listScoresBySpan({\n        ...spanIds,\n        pagination,\n      });\n    } catch (error) {\n      return handleError(error, 'Error getting scores by span');\n    }\n  },\n});\n"]}