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External runs

Learn how to track external runs with your tool of choice.

  • CLI: the Nextmv Command Line Interface (CLI).
  • Python SDK: a Software Development Kit (SDK) for Python developers.
  • Cloud API: an HTTP API for developers to integrate with the Nextmv platform.

It is possible to execute runs outside of the Nextmv Cloud environment and just send the results back to the platform. This can be useful if you want to do production runs on your own infrastructure while still using the Nextmv Cloud platform for monitoring and collaboration on non-production models.

Here is the information you can include as part of an external run:

  • status: the status of the run. It can be succeeded or failed.
  • input: the input that was used for the run.
  • output: the output that was produced by the run.
  • duration: the duration of the run in milliseconds.
  • error: the error message if the run failed.
  • logs: the logs produced by the run.
  • metrics: the metrics produced by the run.
  • assets: the custom assets or visual assets produced by the run.