Here is an easy Step by Step guide to installing PySpark and Apache Spark on MacOS.

Install Latest Apache Spark on Mac OS. Following is a detailed step by step process to install latest Apache Spark on Mac OS. We shall first install the dependencies: Java and Scala. To install these programming languages and framework, we take help of Homebrew and xcode-select.
Apache Spark™ is a fast and general engine for large-scale data processing. Install Java; Download Oracle Java SE Development Kit 7 or 8 at Oracle JDK downloads page.

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Step 1: Get Homebrew

Homebrew makes installing applications and languages on a Mac OS a lot easier. You can get Homebrew by following the instructions on its website.

In short you can install Homebrew in the terminal using this command:

apache

Step 2: Installing xcode-select

Xcode is a large suite of software development tools and libraries from Apple. In order to install Java, and Spark through the command line we will probably need to install xcode-select.

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Use the blow command in your terminal to install Xcode-select: xcode-select –install

You usually get a prompt that looks something like this to go further with installation:

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You need to click “install” to go further with the installation.

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Step 3: DO NOT use Homebrew to install Java!

The latest version of Java (at time of writing this article), is Java 10. And Apache spark has not officially supported Java 10! Homebrew will install the latest version of Java and that imposes many issues!

To install Java 8, please go to the official website: https://www.oracle.com/technetwork/java/javase/downloads/jdk8-downloads-2133151.html

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Then From “Java SE Development Kit 8u191” Choose:

Mac OS X x64 245.92 MB jdk-8u191-macosx-x64.dmg

To download Java. Once Java is downloaded please go ahead and install it locally.

Step 3: Use Homebrew to install Apache Spark

To do so, please go to your terminal and type: brew install apache-spark Homebrew will now download and install Apache Spark, it may take some time depending on your internet connection. You can check the version of spark using the below command in your terminal: pyspark –version

You should then see some stuff like below:

Download Apache Spark For Mac Download

Step 4: Install PySpark and FindSpark in Python

To be able to use PyPark locally on your machine you need to install findspark and pyspark
If you use anaconda use the below commands:

apache

Step 5: Your first code in Python

Apache Spark Tutorial

After the installation is completed you can write your first helloworld script:

Apache Spark Pdf

apache