Roll back in Scenaio

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sj0071992
sj0071992 Partner, Dataiku DSS Core Designer, Neuron, Dataiku DSS Adv Designer, Registered, Dataiku DSS Developer, Neuron 2022, Neuron 2023 Posts: 131 Neuron

Hi Team,

Is there any way to roll back the changes if my Scenario run is failed?

Thanks in Advance

Answers

  • Alexandru
    Alexandru Dataiker, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 1,209 Dataiker
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    Hi @sj0071992
    ,

    Can you elaborate a bit on what you mean by rolling back? You can roll back any changes to the scenario itself from Version control.

    If you are looking at rolling back the datasets that were potentially built or dropped by previous steps wouldn't typically be possible.

    There are a few things you can do to reduce the possibility of a failure :

    1) Don't run other steps in the scenario if a particular step failed.

    2) Add checks and metrics before running build steps. E.g check if the input dataset has 0 rows

    3) Add retries to particular steps where appropriate in case it was transient issue.

    The following tutorial will provide some examples on how to use check and metrics in scenarios: https://knowledge.dataiku.com/latest/courses/automation/automation-hands-on.html

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