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- Spark is free for individual users, yet it makes money by offering Premium plans for teams. Spark is fully GDPR compliant, and to make everything as safe as possible, we encrypt all your data and rely on the secure cloud infrastructure provided by Google Cloud.
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- Download Spark: Verify this release using the and project release KEYS. Note that, Spark 2.x is pre-built with Scala 2.11 except version 2.4.2, which is pre-built with Scala 2.12. Spark 3.0+ is pre-built with Scala 2.12. Latest Preview Release. Preview releases, as the name suggests, are releases for previewing upcoming features.
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Choose a Spark release:
Choose a package type:
Download Spark:
Verify this release using the and project release KEYS.
Note that, Spark 2.x is pre-built with Scala 2.11 except version 2.4.2, which is pre-built with Scala 2.12. Spark 3.0+ is pre-built with Scala 2.12.
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Latest Preview Release
Preview releases, as the name suggests, are releases for previewing upcoming features.Unlike nightly packages, preview releases have been audited by the project’s management committeeto satisfy the legal requirements of Apache Software Foundation’s release policy.Preview releases are not meant to be functional, i.e. they can and highly likely will containcritical bugs or documentation errors.The latest preview release is Spark 3.0.0-preview2, published on Dec 23, 2019.
Link with Spark
Spark artifacts are hosted in Maven Central. You can add a Maven dependency with the following coordinates:
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Installing with PyPi
PySpark is now available in pypi. To install just run pip install pyspark
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Release Notes for Stable Releases
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Archived Releases
As new Spark releases come out for each development stream, previous ones will be archived,but they are still available at Spark release archives.
NOTE: Previous releases of Spark may be affected by security issues. Please consult theSecurity page for a list of known issues that may affect the version you downloadbefore deciding to use it.
Contents- Install Latest Apache Spark on Mac OS
- Step 4 : Install Spark
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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.
Step 1 : Install Homebrew
Open Terminal. Run the following command in Terminal :
/usr/bin/ruby -e “$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)” Enter the password if asked and continue.
>Cleaning up/Library/Caches/Homebrew..>Migrating/Library/Caches/Homebrew to/Users/apple/Library/Caches/Homebrew.Already up-to-date.>Homebrew has enabled anonymous aggregate user behaviour analytics.Read the analytics documentation (andhow toopt-out) here:-Run `brew help` toget startedhttp://docs.brew.shStep 2 : Install xcode-select
To install Java, Scala and Apache Spark through command line interface in Terminal, we shall install xcode-select. Enter and run the following command in Terminal :
xcode-select –install Step 2 : Install Java
To install Java through command line, enter and run the following command in the Terminal :
brew cask install java Ifyour Java application still asks forJRE installation, you might needInstalling thisCask means you have AGREED tothe Oracle Binary Codehttps://www.oracle.com/technetwork/java/javase/terms/license/index.html>Satisfying dependencies>Downloading http://download.oracle.com/otn-pub/java/jdk/8u144-b01/090f390dda######################################################################## 100.0%>Installing Cask java>Running installer forjava; your password may be necessary.>Packageinstallers may write toany location; options such as--appdir arei>installer:Packagename isJDK8Update144>installer:The upgrade was successful.Step 3 : Install Scala
Free digital clock download for mac. To install Scala through command line, enter and run the following command in Terminal :
brew install scala apples-MBP:~Prasanth$ 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 in1minute1secondStep 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 in12minutes8secondsStep 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-shellUsing Spark's default log4j profile: org/apache/spark/log4j-defaults.propertiesTo 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 applicable17/08/01 21:52:58 WARN ObjectStore: Version information not found in metastore. hive.metastore.schema.verification is not enabled so recording the schema version 1.2.017/08/01 21:52:58 WARN ObjectStore: Failed to get database default, returning NoSuchObjectException17/08/01 21:52:59 WARN ObjectStore: Failed to get database global_temp, returning NoSuchObjectExceptionSpark context Web UI available at http://192.168.1.101:4040Spark context available as 'sc' (master = local[*], app id = local-1501604572582).Welcome to/ _/_ _ __/ /_/_/ ._/,// // version 2.2.0Using Scala version2.11.8 (Java HotSpot(TM) 64-Bit Server VM, Java1.8.0_144)Type:help formore information.scala>
We have successfully installed Apache Spark on Mac OS.
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The installation directory would be /usr/local/Cellar/apache-spark/.
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Conclusion :
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In this Apache Spark Tutorial, we have learnt to install latest Apache Spark on Mac OS .