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AppsDataRobot ToolsDatarobot Create Prediction Dataset From Data Source
DataRobot Tools

Datarobot Create Prediction Dataset From Data Source

Upload a prediction dataset from a DataSource for making predictions on a DataRobot project. Returns immediately with a status URL - the upload happens asynchronously. Use when you need to make predictions using data from an external data source connector.

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Use Datarobot Create Prediction Dataset From Data Source

Pricing and limits

Pricing
Free
Unified payment
Not currently supported

Inputs

  • userstring
    [Deprecated] The username for database authentication. Use credentialId or credentialData instead.
  • passwordstring
    [Deprecated] The password for database authentication. Use credentialId or credentialData instead.
  • projectIdstring
    Required
    The project ID to which the data source will be uploaded.
  • credentialsarray
    A list of credentials for the secondary datasets used in feature discovery project (max 30 items).
  • useKerberosboolean
    If true, use Kerberos authentication for database authentication. Default is false.
  • credentialIdstring
    The credential ID to use for database authentication.
  • dataSourceIdstring
    Required
    The ID of the DataSource to use for prediction dataset.
  • forecastPointstring
    For time series projects only. The time in the dataset relative to which predictions are generated. If not specified, defaults to the latest timestamp. Not valid for non-time-series projects.
  • credentialData
    The credentials to authenticate with the database, to use instead of user/password or credential ID.
  • actualValueColumnstring
    The actual value column name, valid for prediction files if the project is unsupervised and the dataset is considered as bulk predictions dataset.
  • predictionsEndDatestring
    For time series projects only. The end date for bulk predictions (exclusive). Used for historical predictions with training data. Must be provided with predictionsStartDate, cannot be used with forecastPoint.
  • predictionsStartDatestring
    For time series projects only. The start date for bulk predictions. Used for historical predictions with training data. Must be provided with predictionsEndDate, cannot be used with forecastPoint.

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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