If you are running PySpark on windows, you can start the history server by starting the below command. Now, start the history server on Linux or Mac by running. before you start, first you need to set the below config on nf History servers, keep a log of all PySpark applications you submit by spark-submit, pyspark shell. Spark-shell also creates a Spark context web UI and by default, it can access from Web UIĪpache Spark provides a suite of Web UIs (Jobs, Stages, Tasks, Storage, Environment, Executors, and SQL) to monitor the status of your Spark application. You should see something like this below. Now open the command prompt and type pyspark command to run the PySpark shell. Winutils are different for each Hadoop version hence download the right version from PySpark shell PATH=%PATH% C:\apps\spark-3.0.0-bin-hadoop2.7\binÄownload winutils.exe file from winutils, and copy it to %SPARK_HOME%\bin folder.
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