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Integrate DataRobot Data in the Pentaho Report Designer

Publish reports based on DataRobot data in the Pentaho BI tool.

The CData JDBC Driver for DataRobot data enables access to live data from dashboards and reports. This article shows how to connect to DataRobot data as a JDBC data source and publish reports based on DataRobot data in Pentaho.

Connect and Create a Report

  1. Copy the JAR file of the driver, located in the lib subfolder of the installation directory, to the \Report-Designer\lib\jdbc\ folder in the Pentaho directory.
  2. Run the report-designer.bat file in the \Report-Designer\ folder to open the Report-Designer UI.
  3. Create a new data source with the driver by clicking Data -> Add Data Source -> Advanced -> JDBC (Custom) and then creating a new DataRobot connection. In the resulting dialog, configure the connection properties as shown below.

    • Custom Connection URL property: Enter the JDBC URL. This starts with jdbc:datarobot: and is followed by a semicolon-separated list of connection properties.

      To connect to DataRobot, the following connection properties are required: User, Password, and PredictionInstance. DataRobotKey may also be required depending on your type of DataRobot predictions instance. If using the Predictions API, DataFile is required. The CSV DataFile should include a header row as the first row of the datafile. APIKey is not required, but can be supplied. If not supplied, the driver will handle obtaining an APIKey.

      User, DataRobotKey, and APIKey are the credentials for the DataRobot account.

      ProjectID, DataFile, and ModelId are the parameters for the project, dataset, and model type.

      Built-in Connection String Designer

      For assistance in constructing the JDBC URL, use the connection string designer built into the DataRobot JDBC Driver. Either double-click the JAR file or execute the jar file from the command-line.

      java -jar cdata.jdbc.datarobot.jar

      Fill in the connection properties and copy the connection string to the clipboard.

      When you configure the JDBC URL, you may also want to set the Max Rows connection property. This will limit the number of rows returned, which is especially helpful for improving performance when designing reports and visualizations.

      Below is a typical JDBC URL:

      jdbc:datarobot:PredictionInstance=myinstance.orm.datarobot.com;DataFile=PATH\TO\input_file.csv;DataRobotKey=123-abc-456-def;User=username;Password=password;
    • Custom Driver Class Name: Enter cdata.jdbc.datarobot.DataRobotDriver.
    • User Name: The username to authenticate with.
    • Password: The password to authenticate with.

Add DataRobot Data to a Report

You are now ready to create a report with DataRobot data.

  1. Add the DataRobot source to your report: Click Data -> Add Data Source -> JDBC and select the data source.

  2. Configure the query. This article uses the one below:

    SELECT Id, Prediction1Value FROM Predictions
  3. Drag a chart onto your report and double-click it to edit the chart. Run the report to display the chart. You can use the results of this query to create a simple chart for the Predictions table.
  4. Finally, run the report to see the chart.