Spark-shell also creates a Spark context web UI and by default, it can access from On spark-shell command line, you can run any Spark statements like creating an RDD, getting a Spark version e.t.c Sometimes it may take a minute or two for your Spark instance to initialize to get to the below screen. You should see something like below (ignore the error you see at the end). Spark-shell is a CLI utility that comes with Apache Spark distribution, open command prompt, go to cd %SPARK_HOME%/bin and type spark-shell command to run Apache Spark shell. Winutils are different for each Hadoop version hence download the right version based on your Spark vs Hadoop distribution from Apache Spark shell ![]() Winutils.exe enables Spark to use Windows-specific services including running shell commands on a Windows environment.ĭownload winutils.exe for Hadoop 3 and copy it to %SPARK_HOME%\bin folder. To run Apache Spark on Windows, you need winutils.exe as it uses POSIX like file access operations in Windows using Windows API. ![]() Many beginners think Apache Spark needs a Hadoop cluster installed to run but that’s not true, Spark can run on AWS by using S3, and Azure by using blob storage without Hadoop and HDFSe.t.c.
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