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Query DataRobot Data in ColdFusion

Write standard ColdFusion data access code to connect to DataRobot data.

The CData JDBC Driver for DataRobot seamlessly integrates connectivity to DataRobot data with the rapid development tools in ColdFusion. This article shows how to connect to DataRobot data in ColdFusion and query DataRobot tables.

Create a JDBC Data Source for DataRobot in ColdFusion

The JDBC data source enables you to execute SQL from standard ColdFusion tags like cfquery and CFScript like executeQuery.

  1. Copy the driver JAR and .lic file from the installation directory onto the ColdFusion classpath. For example, copy the files into C:\MyColdFusionDirectory\cfusion\wwwroot\WEB-INF\lib. Or, open the Java and JVM page in the ColdFusion Administrator and enter the path to the files in the ColdFusion Class Path box.

    The JAR and license for the driver are located in the lib subfolder of the installation directory.

    Restart the server after this step.

  2. Add the driver as a data source:

    From the ColdFusion administrator interface, expand the Data & Services node and click Data Sources. In the Add New Data Source section, enter a name for the data source and select Other in the Driver menu.

  3. Populate the driver properties:

    • JDBC URL: Enter connection properties in the JDBC URL. The JDBC URL begins with jdbc:datarobot: and is followed by the connection properties in a semicolon-separated list of name=value pairs.

      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.

      A typical JDBC URL is below:

      jdbc:datarobot:PredictionInstance=myinstance.orm.datarobot.com;DataFile=PATH\TO\input_file.csv;DataRobotKey=123-abc-456-def;User=username;Password=password;
    • Driver Class: Enter the driver class. The driver class is cdata.jdbc.datarobot.DataRobotDriver.
    • Driver Name: Enter a user-defined name for the driver.
    • Username: Enter the username used to authenticate.
    • Password: Enter the password used to authenticate.

You can now test the connection by enabling the CData DataRobot data source in the Actions column. After reporting a status of OK, the DataRobot data source is ready for use.

Execute Queries

The cfquery tag can pass SQL statements to DataRobot. Use the cfqueryparam tag to create parameterized queries and prevent SQL injection through the query string.

<cfquery name="DataRobotQuery" dataSource="CDataDataRobot"> SELECT * FROM Predictions WHERE Id = <cfqueryparam value="#Id#" cfsqltype="cf_sql_varchar"> </cfquery> <cfdump var="#DataRobotQuery#">

Below is the equivalent in CFScript:


<cfscript>
result = queryExecute(
  "SELECT * FROM Predictions WHERE Id = ?", 
  [
    { value="1", cfsqltype="cf_sql_varchar" }
  ],
  { datasource="CDataDataRobot" }
);

writeDump( var= result );
</cfscript> 

You can then make requests to your .cfm like the following:

http://MyServer:8500/query.cfm?Id=1