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AppsDataRobot ToolsDatarobot List Deployments Feature Drift
DataRobot Tools

Datarobot List Deployments Feature Drift

Tool to retrieve feature drift scores for a deployment over a time period. Use when you need to analyze feature drift metrics to monitor data quality and distribution changes in production.

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Use Datarobot List Deployments Feature Drift

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Inputs

  • endstring
    End of the period to retrieve monitoring data, defaults to the next top of the hour. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: 2019-08-01T00:00:00Z.
  • limitinteger
    The number of features to return, defaults to 200.
  • startstring
    Start of the period to retrieve monitoring data, defaults to 7 days ago from the end of the period. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: 2019-08-01T00:00:00Z.
  • metricstring
    Metric used to calculate drift score.
  • offsetinteger
    The number of features to skip, defaults to 0.
  • batchIdstring
    The id of the batch for which metrics are being retrieved.
  • modelIdstring
    ID of the model in the deployment. If not set, defaults to the deployment current model.
  • deploymentIdstring
    Required
    Unique identifier of the deployment.
  • segmentValuestring
    The value of the segmentAttribute to segment on.
  • segmentAttributestring
    The name of a segment attribute used for segment analysis.

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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