Dynatrace · Arazzo Workflow

Dynatrace Ingest Log Records and Search Them Back

Version 1.0.0

Stream log records into Grail and immediately search them back to confirm ingestion.

1 workflow 1 source API 1 provider
View Spec View on GitHub AI OperationsAnalyticsAPMApplication Performance MonitoringApplication SecurityAutomationCloud MonitoringDigital Experience ManagementIntelligenceObservabilityArazzoWorkflows

Provider

dynatrace

Workflows

ingest-and-search-logs
Ingest log records and search them back to confirm ingestion.
Ingests an array of log records, then searches Grail with a DQL query to verify the freshly ingested records are retrievable.
2 steps inputs: from, records, searchQuery outputs: firstContent, ingestStatus
1
ingestLogs
Ingest the array of log records into the Grail data lakehouse. Records are accepted asynchronously with a 204 status.
2
searchLogs
Search Grail with the supplied DQL query to confirm the freshly ingested records are now retrievable, newest first.

Source API Descriptions

Arazzo Workflow Specification

Raw ↑
arazzo: 1.0.1
info:
  title: Dynatrace Ingest Log Records and Search Them Back
  summary: Stream log records into Grail and immediately search them back to confirm ingestion.
  description: >-
    Validates a custom log-shipping integration end to end. The workflow ingests
    an array of log records into the Grail data lakehouse, then runs a DQL search
    over the same source to confirm the records are queryable. Every step spells
    out its request inline so the flow can be read and executed without opening
    the underlying OpenAPI description.
  version: 1.0.0
  x-realizes-capability-ids:
  - BC-4220.20
  x-capability-derivation:
    method: 'deterministic join: sourceDescriptions -> per-tag OpenAPI -> tag/capability edge. No classification at this step.'
    min_confidence: 0.7
    sources:
    - capability_id: BC-4220.20
      capability_name: Observability Management
      spec: dynatrace-logs-api-openapi.yml
      confidence: 0.88
    model: Turbo EA Capabilities by Vincent Verdet — Turbo EA, https://github.com/vincentmakes/turbo-ea-capabilities, CC BY 4.0
sourceDescriptions:
- name: logsApi
  url: ../openapi/dynatrace-logs-api-openapi.yml
  type: openapi
workflows:
- workflowId: ingest-and-search-logs
  summary: Ingest log records and search them back to confirm ingestion.
  description: >-
    Ingests an array of log records, then searches Grail with a DQL query to
    verify the freshly ingested records are retrievable.
  inputs:
    type: object
    required:
    - records
    - searchQuery
    properties:
      records:
        type: array
        description: An array of log record objects, each with at least a content field.
        items:
          type: object
      searchQuery:
        type: string
        description: DQL search query used to read the records back (e.g. 'fetch logs | filter log.source=="my-app"').
      from:
        type: string
        description: Start of the search time range (e.g. now-15m).
  steps:
  - stepId: ingestLogs
    description: >-
      Ingest the array of log records into the Grail data lakehouse. Records are
      accepted asynchronously with a 204 status.
    operationId: ingestLogs
    requestBody:
      contentType: application/json
      payload: $inputs.records
    successCriteria:
    - condition: $statusCode == 204
    outputs:
      statusCode: $statusCode
  - stepId: searchLogs
    description: >-
      Search Grail with the supplied DQL query to confirm the freshly ingested
      records are now retrievable, newest first.
    operationId: searchLogs
    parameters:
    - name: query
      in: query
      value: $inputs.searchQuery
    - name: from
      in: query
      value: $inputs.from
    - name: sort
      in: query
      value: -timestamp
    - name: limit
      in: query
      value: 1000
    successCriteria:
    - condition: $statusCode == 200
    outputs:
      firstContent: $response.body#/results/0/content
      firstSeverity: $response.body#/results/0/severity
      nextSliceKey: $response.body#/nextSliceKey
  outputs:
    ingestStatus: $steps.ingestLogs.outputs.statusCode
    firstContent: $steps.searchLogs.outputs.firstContent

Work with this as data

Every workflow here is available over the APIs.io API and to AI agents over MCP.

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Tools for arazzo workflows

4 MCP tools reach this
  • find_arazzoBrowse and filter every workflow in the catalog.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This workflow
curl "https://apis.io/api/v1/arazzo/dynatrace-ingest-and-search-logs-workflow"
All arazzo workflows
curl "https://apis.io/api/v1/arazzo?limit=25"

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