PySpark shell is a REPL that is used to test and learn pyspark statements. Regardless of which method you have used, once successfully install PySpark, launch pyspark shell by entering pyspark from the command line. Using Anacondaįollow Install PySpark using Anaconda & run Jupyter notebook 4. You should see something like this below on the console if you are using Mac.Īs I said earlier this does not contain all features of Apache Spark hence you can not setup your own cluster but use this to connect to the existing cluster to run jobs and run jobs locally. This pip command starts collecting the PySpark package and installing it. If you already have pip installed, upgrade pip to the latest version before installing PySpark. Using pip you can install/uninstall/upgrade/downgrade any python library that is part of the Python Package Index. Python pip is a package manager that is used to install and uninstall third-party packages that are not part of the Python standard library. Install pip on Mac & Windows – Follow the instructions from the below link to install pip.įor Python users, PySpark provides pip installation from PyPI. If you want PySpark with all its features including starting your own cluster then install it from Anaconda or by using the above approach. It does not contain features/libraries to set up your own cluster. Note that using Python pip you can install only the PySpark package which is used to test your jobs locally or run your jobs on an existing cluster running with Yarn, Standalone, or Mesos. PySpark Install Using pipĪlternatively, you can install just a PySpark package by using the pip python installer. This completes installing Apache Spark to run PySpark on Windows. Winutils are different for each Hadoop version hence download the right version from Download winutils.exe file from winutils, and copy it to %SPARK_HOME%\bin folder. The following step is required only for windows. After adding re-open the session/terminal.Įxport SPARK_HOME = /your/home/directory/spark-3.2.1-bin-hadoop3.2Įxport HADOOP_HOME = /your/home/directory/spark-3.2.1-bin-hadoop3.2 HADOOP_HOME = c:\your\home\directory\spark-3.2.1-bin-hadoop3.2 SPARK_HOME = c:\your\home\directory\spark-3.2.1-bin-hadoop3.2 On Windows – set the following environment variables. Now set the following environment variables. On Windows – untar the binary using 7zip.
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