Use Sparkling Water in Windows Environments

Windows environments require several additional steps to run Spark and Sparkling Water. A great summary of the configuration steps is available here.

To use Sparkling Water in Windows environments:

  1. Download the appropriate Spark distribution from the Spark Downloads page.

  2. Point the SPARK_HOME variable to the location of your Spark distribution:

    SET SPARK_HOME=<location of your downloaded Spark distribution>
    
  3. From https://github.com/steveloughran/winutils, download winutils.exe for the Hadoop version that is referenced by your Spark distribution (For example, for spark-3.2.2-bin-hadoop2.7.tgz, you need wintutils.exe for Hadoop 2.7.)

  4. Move winutils.exe into a new directory %SPARK_HOME%\hadoop\bin and set:

    SET HADOOP_HOME=%SPARK_HOME%\hadoop
    
  5. Create a new file %SPARK_HOME%\hadoop\conf\hive-site.xml, which sets up a default Hive scratch directory. The best location is a writable temporary directory, for example %TEMP%\hive:

    <configuration>
      <property>
        <name>hive.exec.scratchdir</name>
        <value>PUT HERE LOCATION OF TEMP FOLDER</value>
        <description>Scratch space for Hive jobs</description>
      </property>
    </configuration>
    

    Note: You can also use the Hive default scratch directory, which is c:\tmp\hive. In this case, you need to create the directory manually and call winutils.exe chmod -R 777 c:\tmp\hive to set up the correct permissions.

  6. Set the HADOOP_CONF_DIR property:

    SET HADOOP_CONF_DIR=%SPARK_HOME%\hadoop\conf
    
  7. Go to the Sparkling Water directory and run the Sparkling Water shell:

    bin/sparkling-shell.cmd