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AppsDataRobot ToolsDatarobot Create Deployments Actuals From Dataset
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Datarobot Create Deployments Actuals From Dataset

Tool to submit actuals values from AI Catalog dataset for deployment monitoring. Use when you need to upload actual outcomes for predictions to enable accuracy tracking and monitoring. The submission is asynchronous - poll the Location header URL to check completion status.

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Use Datarobot Create Deployments Actuals From Dataset

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Inputs

  • userstring
    The username for database authentication.
  • passwordstring
    The password for database authentication.
  • datasetIdstring
    Required
    The ID of dataset from catalog.
  • deploymentIdstring
    Required
    Unique identifier of the deployment.
  • timestampColumnstring
    Column name that contain datetime when actual values were obtained.
  • datasetVersionIdstring
    Version of dataset to retrieve.
  • wasActedOnColumnstring
    Column name that contains boolean values if any action was made based on predictions data.
  • actualValueColumnstring
    Required
    Column name that contains actual values.
  • associationIdColumnstring
    Required
    Column name that contains unique identifiers used with a predicted rows.
  • keepActualsWithoutPredictionsboolean
    Indicates if actual without predictions are kept. Defaults to true.

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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