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AppsDataRobot ToolsDatarobot Create Datasets From Data Source
DataRobot Tools

Datarobot Create Datasets From Data Source

Tool to create a dataset from an external data source connector (database, S3, etc.). Use when you need to import data from a configured data source into DataRobot. The dataset creation is asynchronous - poll the returned location URL to check completion status.

Write actionRisk level 2 of 5API key connection
Use Datarobot Create Datasets From Data Source

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Pricing
Free
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Inputs

  • userstring
    [Deprecated] Username for database authentication. Use credentialId or credentialData instead for better security.
  • passwordstring
    [Deprecated] Password (in cleartext) for database authentication. The password will be encrypted on the server side and never stored. Use credentialId or credentialData instead for better security.
  • categories
    Array of strings or single string describing the intended use of the dataset (e.g., 'TRAINING', 'PREDICTION').
  • doSnapshotboolean
    If true, create a snapshot dataset (immutable copy). If false, create a remote dataset (query data source on demand). Creating snapshots from non-file sources requires 'Enable Create Snapshot Data Source' permission.
  • sampleSizeobject
    Sample size configuration for dataset ingestion.
  • useKerberosboolean
    If true, use Kerberos authentication for database connection.
  • credentialIdstring
    ID of stored credentials to authenticate with the database. Use DATAROBOT_LIST_CREDENTIALS to find available credentials. Use this instead of credentialData for better security.
  • dataSourceIdstring
    Required
    ID of the DataSource to use as the source of data. Use DATAROBOT_LIST_DATA_SOURCES to find available data sources.
  • credentialData
    Credentials to authenticate with the database. Use this to provide credentials directly instead of using credentialId. For better security, use credentialId instead.
  • persistDataAfterIngestionboolean
    If true, save all data for download and sampling, enabling extended data profile with statistics (min/max/median/mean, histogram, etc.). If false, only schema (feature names and types) is available. Cannot be false if doSnapshot is 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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