Edit default metrics and checks as a project-wide setting

natejgardner
natejgardner Neuron, Registered, Neuron 2022, Neuron 2023 Posts: 151 Neuron

When creating a new dataset, I practically always edit the default metrics and checks to run row counts after build. Ideally, I could define this from the project settings so that every new dataset created automatically has my desired metrics and checks configured. Of course, this doesn't apply to column-specific values, but being able to enable and disable, specify auto compute after build for column count and row count (and for any future metrics that are independent of columns) project-wide would be a big time saver.

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In the Backlog · Last Updated

Comments

  • Ashley
    Ashley Dataiker, Alpha Tester, Dataiku DSS Core Designer, Registered, Product Ideas Manager Posts: 162 Dataiker

    Hi @natejgardner
    ,

    Thanks for submitting this idea and for sharing the context around why it would be useful!

    You'll be pleased to hear this idea is in our backlog--managing metrics and checks at the project level, and being able to mass edit them across datasets--is a request we've received from customers. We can't provide a timeline for development at this point, but be sure to check back for updates.

    For everyone else, kudos the original post to signal that you're interested in Dataiku developing and releasing this feature!

    Take care,

    Ashley

  • importthepandas
    importthepandas Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS Core Concepts, Neuron, Dataiku DSS Adv Designer, Registered, Neuron 2023 Posts: 115 Neuron

    bumping this! looks like metadata is in for this but it isnt put into place yet

  • Droid
    Droid Registered Posts: 2

    Is this actively being worked on?

  • Turribeach
    Turribeach Dataiku DSS Core Designer, Neuron, Dataiku DSS Adv Designer, Registered, Neuron 2023 Posts: 2,090 Neuron

    We want this too. Based on the following post I believe it could be done using the API, I will have a look shortly and report back. But if anyone has already done this please share. No point in reinventing the wheel!

    https://community.dataiku.com/t5/Using-Dataiku/Setting-metrics-to-be-computed-programmatically/td-p/4275

  • Katie
    Katie Dataiker, Registered, Product Ideas Manager Posts: 110 Dataiker

    Hello!

    As an update to all here, in case you haven't seen already, we added a new concept of "Data Quality Templates" in 13.1.0 - I know it's not exactly what you're asking for here but would love to know if it has been helpful in this task at all, let me know :)

    Katie

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