Spark For Mac Os X



But, even without Help, it's fairly simple, and, if you're familiar with Mac OS X, it shouldn't take more than 5 or 10 minutes (at most) to figure out how to use Spark effectively. Spark comes with all the usual customization options, such as the possibility to create custom signatures, but also integrates personalization tools for the more unusual functions. You get to control how the Smart Inbox works, modify the Snooze default configuration, setup quick response templates.

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

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:

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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:

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

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:

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

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

apache
Contents
  1. Install Latest Apache Spark on Mac OS
  2. Step 4 : Install Spark

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.

Spark For Mac Os X
  • Step 1 : Install Homebrew

    Open Terminal. Run the following command in Terminal :

    /usr/bin/ruby -e “$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)”

    Enter the password if asked and continue.

    >Cleaning up/Library/Caches/Homebrew..
    >Migrating/Library/Caches/Homebrew to/Users/apple/Library/Caches/Homebrew.
    Already up-to-date.
    >Homebrew has enabled anonymous aggregate user behaviour analytics.
    Read the analytics documentation (andhow toopt-out) here:
    -Run `brew help` toget started
    http://docs.brew.sh
  • Step 2 : Install xcode-select

    To install Java, Scala and Apache Spark through command line interface in Terminal, we shall install xcode-select. Enter and run the following command in Terminal :

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    xcode-select –install
  • Step 2 : Install Java

    To install Java through command line, enter and run the following command in the Terminal :

    brew cask install java
    Ifyour Java application still asks forJRE installation, you might need
    Installing thisCask means you have AGREED tothe Oracle Binary Code
    https://www.oracle.com/technetwork/java/javase/terms/license/index.html
    >Satisfying dependencies
    >Downloading http://download.oracle.com/otn-pub/java/jdk/8u144-b01/090f390dda
    ######################################################################## 100.0%
    >Installing Cask java
    >Running installer forjava; your password may be necessary.
    >Packageinstallers may write toany location; options such as--appdir arei
    >installer:Packagename isJDK8Update144
    >installer:The upgrade was successful.
  • Step 3 : Install Scala

    To install Scala through command line, enter and run the following command in Terminal :

    brew install scala
    apples-MBP:~Prasanth$ brew install scala
    >Auto-updated Homebrew!
    >Updated Formulae
    >Downloading https://downloads.lightbend.com/scala/2.12.3/scala-2.12.3.tgz
    ######################################################################## 100.0%
    >Downloading https://raw.githubusercontent.com/scala/scala-tool-support/0a217
    ######################################################################## 100.0%
    Tousewith IntelliJ, set the Scala home to:
    /usr/local/etc/bash_completion.d
    ? /usr/local/Cellar/scala/2.12.3:44files, 20.1MB, built in1minute1second
  • Step 4 : Install Spark

    To install Apache Spark through command line, enter and run the following command in the Terminal :

    brew install apache-spark
    apples-MBP:~Prasanth$ brew install apache-spark
    >Downloading https://www.apache.org/dyn/closer.lua?path=spark/spark-2.2.0/spa
    >Best Mirror http://www-eu.apache.org/dist/spark/spark-2.2.0/spark-2.2.0-bin-
    ######################################################################## 100.0%
    ? /usr/local/Cellar/apache-spark/2.2.0:1,318files, 221.5MB, built in12minutes8seconds
  • Step 5 : Verifying installation

    To verify if the installation is successful, run the spark using the following command in Terminal :

    spark-shell
    apples-MBP:~Prasanth$ spark-shell
    Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
    To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).
    17/08/01 21:52:51 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform.. using builtin-java classes where applicable
    17/08/01 21:52:58 WARN ObjectStore: Version information not found in metastore. hive.metastore.schema.verification is not enabled so recording the schema version 1.2.0
    17/08/01 21:52:58 WARN ObjectStore: Failed to get database default, returning NoSuchObjectException
    17/08/01 21:52:59 WARN ObjectStore: Failed to get database global_temp, returning NoSuchObjectException
    Spark context Web UI available at http://192.168.1.101:4040
    Spark context available as 'sc' (master = local[*], app id = local-1501604572582).
    Welcome to
    / _/_ _ __/ /_
    /_/ ._/,// // version 2.2.0
    Using Scala version2.11.8 (Java HotSpot(TM) 64-Bit Server VM, Java1.8.0_144)
    Type:help formore information.
    scala>

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We have successfully installed Apache Spark on Mac OS.

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The installation directory would be /usr/local/Cellar/apache-spark/.

Conclusion :

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In this Apache Spark Tutorial, we have learnt to install latest Apache Spark on Mac OS .