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Transformation jobs represent individual executions of a transformation. Each job tracks the execution status, timing, row counts, and any errors.

Job lifecycle

When you run a transformation, a job is created. The job moves through states such as queued, running, and completed (or failed). On completion, the job reports how many rows were read and written, and any error messages if it failed.

Monitoring and debugging

You can list jobs, retrieve job details, and view job-level metrics for monitoring and debugging. Filter jobs by transformation, status, or time range. Use job details to troubleshoot failed runs or verify successful executions.
Jobs are created automatically when a transformation runs. You cannot create jobs directly; you run the transformation and the system creates the job.

Key capabilities

  • List jobs by transformation or status
  • Retrieve job details including errors
  • View row counts and timing metrics
  • Monitor pipeline health over time
Last modified on April 23, 2026