BIG LIST OF WEBSITES

List of Top Websites on Uninstall

Top 250 Websites on UNINSTALL

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Last updated on Oct 1 2019.
Here are the best websites we found: thewindowsclub.com • revouninstaller.com • uninstallgo.blogspot.com • crystalidea.com • uninstallfix.com • revouninstallerpro.com • uninstallhelps.com • ursoftware.com • dxuninstall.com

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Windows 10 Tips, Tricks, Help, Support, Downloads, Features. The Windows Club website discusses & offers Windows 10/8/7 Tips, Tricks, Help, Support, Tutorials, How-To''s, News, Freeware Downloads, Features, Reviews & more.
Alexa Rank
3,239
Uninstall Software, Remove Programs, Easy Delete - Revo Uninstaller Pro. Clean removal of any program from your PC. Uninstall and remove programs and other unwanted software in Windows with Revo Uninstaller Pro easily!
Alexa Rank
26,217
uninstall software
Alexa Rank
1,000,001
CrystalIDEA - Uninstall Tool, Uninstall Software, Remove Programs, AnyToISO & Macs Fan Control. Uninstall Tool - uninstaller that performs a clean removal of any program from your PC. Macs Fan Control - controls fans on Apple computers. AnyToISO - Open/Extract/Convert to ISO, Extract ISO & Make ISO. Download for Windows & macOS
Alexa Rank
48,787
UninstallFix.com – Step-by-Step Program Uninstall Guide. UninstallFix.com offers step-by-step uninstall instruction to assist you completely uninstalling unneeded programs.
Alexa Rank
670,090
Revo Uninstaller Pro - Uninstall Software, Remove Programs easily, Forced Uninstall, Portable Uninstaller. Uninstall and remove programs in Windows with Revo Uninstaller Pro easily and completely!
Alexa Rank
486,701
UninstallHelps.com - Easy Software Uninstall Guide. UninstallHelps.com provides comprehensive instructions to guide you uninstall computer programs step by step.
Alexa Rank
147,588
Your Uninstaller! 7 - Uninstall any unwanted software/program completely. Download for free.. Your Uninstaller! - Free download, award winning uninstaller suite to remove programs, uninstall software completely and easily. Remove every trace of unwanted programs.
Alexa Rank
157,296
DirectX Happy Uninstall. DirectX Happy Uninstall, Fix DirectX, Uninstall DirectX, Rollback DirectX, Repair DirectX, Reinstall DirectX, Backup DirectX, Restore DirectX
Alexa Rank
1,000,001
Uninstall PC Virus - Guide To Remove All Virus. Guide To Remove All Virus
Alexa Rank
798,725
Installion: Simply Install/Uninstall Linux Software. Here you will find instructions on how to install and uninstall software from the following linux releases
Alexa Rank
112,828
Special Uninstaller Official - Uninstall any Unwanted Program and Fix Program Install/Uninstall Errors. Special Uninstaller Official. Special Uninstaller is developed to uninstall any unwanted program and fix program install/uninstall errors completely. Learn more.
Alexa Rank
547,168
How to Uninstall Windows Programs - Windows Uninstall Tools - Perfect Uninstaller
Alexa Rank
200,688
Total Uninstaller Official - Professional Program Removal and Apps Uninstall Problems Fix
Alexa Rank
274,983
Osx Uninstaller - Remove and Uninstall Unwanted Program for Mac Thoroughly
Alexa Rank
463,415
Remove Uninstall Malware – Guide To Remove Delete Uninstall Malware, Virus, Trojan & Ransomware
Alexa Rank
1,000,001
Free software removal guides, uninstall tool download
Alexa Rank
1,000,001
Max Uninstaller - Uninstall and Remove Any Unwanted Program Easily
Alexa Rank
425,942
Adios, Hola! - Why you should immediately uninstall Hola
Alexa Rank
674,771
MacUninstallGuides.com - Uninstall Mac Apps in An Effective and Complete Way
Alexa Rank
922,481
Remove Windows Programs. Uninstall Instructions and Uninstaller Database
Alexa Rank
1,000,001
Get professional help to solve your uninstall problems
Alexa Rank
1,000,001
Malware Support: How to Uninstall Programs. Scan, detect and automatically fix all issues related to on your PC. how to guide.
Alexa Rank
1,000,001
Advanced Uninstaller PRO. Advanced Uninstaller PRO is the ultimate uninstaller for Windows, allowing you to uninstall programs quickly and completely using its simple and intuitive interface.
Alexa Rank
45,806
Remove Virus | Avlägsna Virus från PC. Bästa sättet att Avl�gsna W97M.DownLoader.2938.UNOFFICIAL Andra infekterade dll-filer på grund av W97M.DownLoader.2938.UNOFFICIAL ServiceModelInstallRC.dll 3.0.4506.25, NlsLexicons004b.dll 6.0.6001.22211, comcat.dll 6.1.7600.16385, chtbrkr.dll 6.0.6001.18000, System.Messaging.dll 2.0.50727.312, wmpvis.dll 8.0.0.4477, dcap32.dll 5.1.2600.0, oeimport.dll 6.0.2900.2180, mprddm.dll 6.0.6000.16386, msmom.dll 7.2.5.2202, wmicmiplugin.dll 6.1.7600.16385, dmintf.dll 6.0.6000.16386, msfeedsbs.dll 8.0.7600.16722 Lär dig enkla steg till Uninstall W97M.DownLoader.2938.UNOFFICIAL St�d till Från PC W97M.DownLoader.2938.UNOFFICIAL Profil Sammanfattning :- W97M.DownLoader.2938.UNOFFICIAL verkar vara tilltalande för användaren, men i verkligheten är det en stor mardröm som kan orsaka stor skada på din PC. Tydligen är de design i grunden för att korrumpera hela din PC och dess prestanda. Således gör den din PC hjälplös och tråkig. Att få vanliga datavirus har oftast hänt för de flesta användare på olika sätt. Det kan vara fullständigt katastrofalt för din PC. Därför bör du installera en renare som Windows-skanner i din maskin som skulle hjälpa dig att skanna och Ta bort skadliga hot från din maskin. Utan det här verktyget skulle hela din PC störas och inget antivirusverktyg kan skydda det från W97M.DownLoader.2938.UNOFFICIAL endangers. Enkelt sätt att bli skadlig W97M.DownLoader.2938.UNOFFICIAL Virus : - Öppnande av få skadliga bilagor eller länkar från okända e-postmeddelanden. Nedladdning av flera gratis program från tvivelaktiga webbplatser. Onlineannonser. Sociala media. Okänd programvara. Varför W97M.DownLoader.2938.UNOFFICIAL är riskabelt för din PC ? Gilla andra PC virus, W97M.DownLoader.2938.UNOFFICIAL övervakar alla dina onlineaktiviteter som du fortsätter med din PC, medan du surfar på webben. Dessa aktiviteter kan besöka vissa säkra webbplatser, klicka på flera sponsrade länkar, skriva in URL i adressrutan och så vidare. På det sättet kommer det att spåra och registrera alla dessa aktiviteter och låta sina cyberkriminella bära vissa onda handlingar. Det kommer också att stjäla din känsliga information som kreditkortsinformation, kontaktuppgifter, personnummer och andra liknande saker som leder till stor identitetsstöld samt stor ekonomisk förlust. Det tar flera år att komma tillbaka till sitt ursprungliga tillstånd. Medför skador på dina personliga filer, som det mesta av viruset gör. Det kommer att bifoga några skadliga koder till dina filer och när du försöker öppna dessa filer kommer du att möta fler problem. Det här skadliga viruset tillåter dig inte att göra några operationer på dessa filer. Således gör det dina filer otillgängliga. Viktigare är att det kommer att sakta ner maskinens prestanda och göra det oanvändbart. Din PC får långsammare anslutningar med Internet, långsammare svarstid när du laddar, använder eller stänger programmen. Så, för att lösa dessa problem, rekommenderas användare att ha säkerhetskopiering av sina data med sig själva och installera om operativsystemet PC och andra installerade program. Även om det tar lite tid, så är det bättre att installera Windows Scanner som kommer att Uninstall W97M.DownLoader.2938.UNOFFICIAL och relaterade hot inom snabb tid. Ta Enkelt Bort W97M.DownLoader.2938.UNOFFICIAL Med Enkla Klick Med Gratis Skanner Komplett Lösning till Uninstall W97M.DownLoader.2938.UNOFFICIAL Framgångsrikt från PC Browser Uninstall Oönskad Tolbar från andra webbläsare Uninstall Misstänksam hot från alla webbläsare Uninstall Misstänkta hot från kontrollpanelen Manuell borttagningsmetod från Windows-registret Uninstall Skadliga processer från Windows Aktivitetshanteraren Möjliga sätt att Uninstall Misstänkt verktygsfält från olika webbläsare Internet Explorer: - Steg 1: - Öppna Internet Explorer, de går till redigeringsikon som visas i webbläsarens övre högra partner, och sedan trycker du på Internetalternativ. Steg 2:- Här visas dialogrutan Internetalternativ, tryck bara på fliken Avancerad och sedan klicka på Återställ alternativ. Steg 3:- Här att återställa Internet Explorer-inställningar, markera kryssrutan Uninstall Personliga inställningar och välj sedan Återställ. Steg 4:- När uppdraget är klart klickar du på Stäng, i fönstret Bekräftelse. Stäng bara din webbläsare och starta om Internet Explorer igen. Mozilla Firefox: - Steg 1: - Öppna Firefox, gå till höger sida, du hittar menyikonen, klicka bara på den och tryck sedan på Hjälpalternativ. Steg 2: - Välj Hjälpfelsinformation från Hjälp-menyn. Steg 3: - Välj Återställ Firefox från övre högra hörnet av Felsökningssidan. Steg 4: - Klicka på Återställ Firefox i nytt bekräftelsefönster som öppnas före dig. Steg 5: - Din Firefox-webbläsare stänger sig och återgår till sina tidigare inställningar. En lista med information importerades. Klicka bara på Slutför. Google Chrome: - Steg 1: - Tryck bara på Google Chrome Menyknapp, representerad av tre horisontella linjer och välj sedan Inställningar. Steg 2: - Bläddra bara ner och tryck sedan på Visa avancerade inställningar länk. Steg 3: - Mer Scrolla ner tills avsnittet Återställ webbläsarens inställningar syns. Tryck sedan på Återställ webbläsarinställningar. Steg 4: - Ett bekräftelsefönster visas före dig. För att slutföra din återställningsprocess för webbläsare, tryck bara på Återställ knapp. Stegvis borttagning av W97M.DownLoader.2938.UNOFFICIAL från olika webbläsare Mozilla Firefox: - Metod 1:- Borttagning av W97M.DownLoader.2938.UNOFFICIAL tillägg från Mozilla Firefox: - Steg 1: - Öppna Mozilla Firefox, gå till tillägg. Steg 2: - Gå till Extensions på fliken Add-on Manager. Steg 3: - Hitta bara W97M.DownLoader.2938.UNOFFICIAL och tryck på Inaktivera-knappen. Metod 2: - Ändra inställningar för din hemsida: - Steg 1: - Gå till Menyalternativ och tryck sedan på Alternativ. Steg 2: - Öppna bara din allmänna flik. Steg 3: - Här måste du skriva hemsidan för din standard hemsida. Du kan också välja Återställ till standardalternativ. Steg 4: - Klicka sedan på OK. Steg 5: - Högerklicka på Firefox-genvägsikonen och gå till egenskaper. Steg 6: - Kontrollera att målgenväg är korrekt. Google Chrome: - Metod 1:- Borttagning av W97M.DownLoader.2938.UNOFFICIAL tillägg från Google Chrome: - Steg 1: - Öppna din Chrome-meny. Steg 2: - Gå bara till Fler verktyg och välj sedan Extensions. Steg 3: - Hitta sedan det W97M.DownLoader.2938.UNOFFICIAL och Uninstall genom att trycka på Trash-ikonen. Steg 4: - Efter det klickar Uninstall som visas i bekräftningsfönstret. Metod 2: - Ändra inställningar för din hemsida: - Steg 1: - Gå bara till dina Chrome-menyinställningar. Steg 2: - På fliken Inställningar, gå till Utseende → Visa startknapp → Ny fliksida → Ändra. Steg 3: - Välj bara den webbplats du vill använda din hemsida och tryck sedan på OK. Steg 4: - Högerklicka på genvägsikonen på skrivbordet och välj Egenskaper. Steg 5: - Kontrollera att målet för genvägen fungerar eller inte. Internet Explorer Metod 1: -Borttagning av W97M.DownLoader.2938.UNOFFICIAL Extensions från Internet Explorer: - Steg 1: - Gå till Internet Explorer och hänvisa sedan till Verktyg. Steg 2: - Öppna sedan Hantera tillägg och gå till tillägg. Steg 3: - Välj det W97M.DownLoader.2938.UNOFFICIAL tillägg som du vill Uninstall från din lista. Steg 4: - Sedan efter klicka på Uninstall och välj sedan Stäng. Metod 2: - Ändra inställningar för din hemsida: - Steg 1: - Gå bara till skiftnyckelikon i Internet Explorer och tryck sedan på Verktyg-menyn. Steg 2: - Välj sedan Internetalternativ. Steg 3: -Den måste du skriva in önskad hemsida som du vill använda. Klicka på OK. Steg 4: -Rätt klicka på IE-ikonen på skrivbord och goto egenskaper. Steg 5: - Kontrollera om din målsättning av genväg fungerar eller inte. Användbara metoder till Uninstall Misstänkt W97M.DownLoader.2938.UNOFFICIAL Från Kontrollpanelen: - Steg 1: - Välj Startknapp och sedan efter att du måste klicka på Kontrollpanelen. Steg 2: - Nu måste du lägga till eller Uninstall Program eller Programfunktioner till Uninstall W97M.DownLoader.2938.UNOFFICIAL från din Windows. Steg 3: - Här har du olika program. Hitta bara ansökan från programlistan och Uninstall W97M.DownLoader.2938.UNOFFICIAL genom att tappa Uninstall alternativet. Enkla och enkla instruktioner till Uninstall W97M.DownLoader.2938.UNOFFICIAL Från Windows Registry Steg 1: - Starta ditt körfönster genom att trycka på Win + R-knappen. Steg 2: -En gång kör fönster öppnas på din skärm, måste du skriva regedit och tryck sedan på OK. Steg 3: -Här du har en lista över skadliga poster i din Windows-registret, måste du hitta W97M.DownLoader.2938.UNOFFICIAL och dess relaterade poster, och sedan Uninstall det genom att knacka på Uninstall knappen. Vet hur man Uninstall Skadlig W97M.DownLoader.2938.UNOFFICIAL Inlägg från Task Manager: - Steg 1: - Öppna din Windows-arbetshanterare genom att trycka på Alt + Ctrl + Del-knappar helt och hållet. Steg 2: - Då måste du gå till Process fliken, när denna Task Manager Windows öppnas före skärmen. Steg 3: - Här måste du hitta W97M.DownLoader.2938.UNOFFICIAL processen och då måste du Uninstall dessa processer. Steg 4: - För att radera, måste du välja de processerna och tryck på Ändra alternativet.
Alexa Rank
1,000,001
Advanced Uninstaller PRO. Advanced Uninstaller PRO is the ultimate uninstaller for Windows, allowing you to uninstall programs quickly and completely using its simple and intuitive interface.
Alexa Rank
1,000,001
Mac Cleanup Utilities. Visio Viewer for Mac, iOS, Android. Clean Up Utilities for Mac and iOS devices: uninstall apps, clear cache and RAM memory, find duplicate files, show hidden files, analyze your disk space usage. Also, find Visio Viewers for Mac, iOS, Android platforms, so that to open VSD, VSDX, VDX files.
Alexa Rank
60,591
Should I Remove It?. Helping you decide which programs and software to uninstall from your PC.
Alexa Rank
62,060
How to Install. Instructions on how to install and uninstall packages on Linux.
Alexa Rank
114,940
AppDelete | VidConvert | AppDelete Lite by Reggie Ashworth. Uninstalling applications and Converting videos on a Mac
Alexa Rank
132,275
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IT Versity | making IT resourceful. As part of this blog post we will see detailed instructions about setting up development environment for Spark and Hadoop application development using Windows. We have used Windows 10 for this demo using 64 bit version on Setup development environment on Windows For each of the section we will see Why we need to perform the step? How to perform the step? How we can validate whether it is working as expected? We will also develop few programs to validate whether our setup is progressing as expected or not In case you run into any issues, please log those in our forums Click here for the coupons for our content. Our training approach is certification oriented. Click here to go to our state of the art lab to practice Spark hands on for more realistic experience Setup Development environment on Windows We are considering fresh Windows laptop. We will start with Java/JDK on Windows laptop and we will go through step by step instructions to setup Scala, sbt, WinUtils etc. For integrated development using IntelliJ Typically programming will be done with IDEs such as IntelliJ IDEs are typically integrated with other tools such as git which is code versioning tool. Tools like git facilitate team development. sbt is build tool for Scala. Once applications are developed using IDE, they are typically built using tools like sbt WinUtils is required for HDFS APIs to work on Windows laptop Unless java is setup and validated successfully do not go further. If you need our support, please log the issues in our forums. Setup Java and JDK Steps are almost same as demonstrated for Mac as well as Linux Before getting started check whether Java and JDK are installed or not Launch command prompt - Go to search bar on windows laptop, type cmd and hit enter Type java -version If it return version, check whether 1.8 or not. It is better to have 1.8 version. If you have other version, consider uninstall and install 1.8 (Search for programs installed and uninstall Java) Type javac -version If it return version, check whether 1.8 or not. It is better to have 1.8 version. If you have other version, consider uninstall and install 1.8 (Search for programs installed and uninstall Java) If you need other versions, make sure environment variables point to 1.8 If you do not have Java at all, make sure to follow the instructions and install 1.8 version of JRE and JDK. Why do we need to install Java and JDK? Scala, Spark and many other technologies require Java and JDK to develop and build the applications. Scala is JVM based programming language. How to install Java and JDK? Go to official page of Oracle where downloads are available Accept the terms and download 64 bit version How to validate? Use java -version and javac -version commands in command prompt and see they return 1.8 or not Setup Scala with IntelliJ Steps are almost same as demonstrated for Mac as well as Linux Now install IntelliJ There are 2 versions of IntelliJ community edition and enterprise edition Community edition is free and at times you need to install additional plugins Enterprise edition is paid and supported and comes with most of the important plugins pre-installed. Also set of plugins are bundled together as part of enterprise edition Unless you have corporate license for now consider installing community edition. Why IntelliJ? IntelliJ is created by JetBrains and it is very popular in building IDEs which boost productivity in team development Scala and SBT can be added as plugins using IntelliJ Most commonly used tools such as git comes out of the box for versioning the code in the process of application development by teams. How to Install? Go to the downloads page and make sure right version is chosen. Once downloaded, just double click on installable and follow typical installation process How to validate? We will develop a program as part of next section to validate. Develop Hello World Program We will see how to create first program using Scala as sbt project. Steps are almost same as demonstrated for Mac as well as Linux Click on New Project For the first time, it selects java by default. Make sure to choose Scala and then sbt Give name to the project -> spark2demo Choose right version of Scala -> 2.11.12 Choose right version of sbt -> 0.13 It will take some time to setup the project Once done you will see src directory with the structure src/main/scala src/main/scala is base directory for scala code build.sbt under project name - name of the project version - project version (0.1) scalaVersion - scala version (2.11.12) name := "spark2demo" version := "0.1" scalaVersion := "2.11.12" Steps to develop HelloWorld program Right click on src/main/scala Choose Scala Class Give name as Hello World and change type to object Replace the code with below code object HelloWorld { def main(args: Array): Unit = { println("Hello World") } } Right click and run the program You should see Hello World in the console Make sure IntelliJ setup with Scala is done and validated by running Hello World program. In case of any issues, please log in our forums. Setup sbt and run application Once the application is developed, we need to build jar file and migrate to higher environments. sbt is the build tool which is typically used for Scala based projects. Why sbt? To build scala based applications to jar file Validate jar file to make sure program is running fine How to setup sbt? Setup sbt by downloading relevant downloadable from this link For Windows use Microsoft Installer (msi) For Mac install using brew How to validate sbt? Copy the path by right clicking the project in IntelliJ Go to command prompt and cd to the path Check the directory structure, you should see src directory build.sbt Run sbt package It will build jar file and you will see the path Run program by using sbt run command You should see Hello World printed on the console Add Spark dependencies to the application As we are done with validating IntelliJ, Scala and sbt by developing and running the program, now we are ready to integrate Spark and start developing Scala based applications using Spark APIs. Steps are almost same as demonstrated for Mac as well as Linux Update build.sbt by adding libraryDependencies += "org.apache.spark" %% "spark-core" % "2.3.0" Enable auto-import or click on refresh on type right corner It will take some time to download dependencies based on your internet speed Be patient until all the spark based dependencies are downloads. You can expand External Dependencies in project view to see list of jars downloaded. build.sbt will look like this name := "spark2demo" version := "0.1" scalaVersion := "2.11.12" libraryDependencies += "org.apache.spark" %% "spark-core" % "2.3.0" Setup WinUtils to get HDFS APIs working Not required for Mac or Linux Why to install winutils? In the process of building data processing applications using Spark, we need to read data from files Spark uses HDFS API to read files from several file systems like HDFS, s3, local etc For HDFS APIs to work on Windows, we need to have WinUtils How to install winutils? Click here to download 64 bit winutils.exe Create directory structure like this C:/hadoop/bin Setup new environment variable HADOOP_HOME Search for Environment Variables on Windows search bar Click on Add Environment Variables There will be 2 categories of environment variables User Variables on top System Variables on bottom Make sure to click on Add for System Variables Name: HADOOP_HOME Value: C:\\hadoop (don't include bin) Also choose Path and click on Edit Click on Add Add new entry %HADOOP_HOME%\\bin Setup Data sets You need to have data sets setup for your practice. Steps are almost same as demonstrated for Mac as well as Linux Go to our GitHub data repository You can setup data sets in 2 ways If you have git, you can clone to the desired directory on your PC Otherwise use download, it will download zip file Unzip and copy to C:\\data You will have multiple datasets ready for your practice Develop first spark application Now we are ready to develop our first Spark application. Steps are almost same as demonstrated for Mac as well as Linux Go to src/main/scala Right click and click on New -> Package Give the package name as retail_db Right click on retail_db and click on New -> Scala Class Name: GetRevenuePerOrder Type: Object Replace the code with this code snippet package retail_db import org.apache.spark.{SparkConf, SparkContext} object GetRevenuePerOrder { def main(args: Array): Unit = { val conf = new SparkConf(). setMaster(args(0)). setAppName("Get revenue per order") val sc = new SparkContext(conf) sc.setLogLevel("ERROR") val orderItems = sc.textFile(args(1)) val revenuePerOrder = orderItems. map(oi => (oi.split(",")(1).toInt, oi.split(",")(4).toFloat)). reduceByKey(_ + _). map(oi => oi._1 + "," + oi._2) revenuePerOrder.saveAsTextFile(args(2)) } } Program takes 3 arguments args(0) -> execution mode args(1) -> input path args(2) -> output path Running the application Go to Run menu -> Edit Configurations Add new application Give application name GetRevenuePerOrder Choose main class: retail_db.GetRevenuePerOrder Program arguments: local Use classpath for module: Choose spark2demo Click on Apply and then Ok Now you can run the application by right clicking and choosing Run "GetRevenuePerOrder" Go to output path and check files are created for output or not Build jar file Let us see how we can build the jar file and run it. Steps are almost same as demonstrated for Mac as well as Linux Copy the path by right clicking the project in IntelliJ Go to command prompt and cd to the path Check the directory structure, you should see src directory build.sbt Run sbt package It will build jar file and you will see the path It will be typically /target/scala-2.11/spark2demo_2.11-0.1.jar We can also run using sbt "run-main" sbt "run-main retail_db.GetRevenuePerOrder local " Now you are ready with the jar file to get deployed. If you have any issues please raise it in our forums. Download and Install Spark on Windows Now let us see the details about setting up Spark on Windows Skip this for Mac or Linux (we will see again after setting up Ubuntu using Windows subsystem for Linux) Why to setup Spark? Before deploying on the cluster, it is good practice to test the script using spark-submit. To run using spark-submit locally, it is nice to setup Spark on Windows How to setup Spark? Install 7z so that we can unzip and untar spark tar ball, from here Download spark 2.3 tar ball by going here Choose Spark Release: 2.3.0 Choose a package type: Pre-built for Hadoop 2.7 or later It gives the appropriate link pointing to mirror Click on it go to mirror and click on it to download Use 7z software to unzip and under to complete setup of spark We need to configure environment variables to run Spark any where Keep in mind that Spark is not very well supported on Windows and we will see how to setup on Ubuntu using Windows subsystem for Linux. Configure environment variables for Spark Let us see how we can configure environment variables of Spark Skip this for Mac or Linux Why to setup Environment Variables? To run spark-submit, spark-shell from any where on the PC using the jar file. How to configure Environment Variables? Let us assume that Spark is setup under C:\\spark-2.3.0-bin-hadoop2.7 Setup new environment variable SPARK_HOME Search for Environment Variables on Windows search bar Click on Add Environment Variables There will be 2 categories of environment variables User Variables on top System Variables on bottom Make sure to click on Add for System Variables Name: SPARK_HOME Value: C:\\spark-2.3.0-bin-hadoop2.7 (don't include bin) Also choose Path and click on Edit Click on Add Add new entry %SPARK_HOME%\\bin How to validate? Go to any directory and run spark-shell Run Spark job using spark-shell Using spark-shell we can validate ad hoc code to confirm it is working. It will also confirm whether the installation is successful or not. Skip this for Mac or Linux Run spark-shell Execute this code and make sure it return results val orderItems = sc.textFile("C:\\\\data\\\\retail_db\\\\order_items") val revenuePerOrder = orderItems. map(oi => (oi.split(",")(1).toInt, oi.split(",")(4).toFloat)). reduceByKey(_ + _). map(oi => oi._1 + "," + oi._2) revenuePerOrder.take(10).foreach(println) On Windows after showing the output, it might throw the exception. Run Spark application using Spark submit We can validate the jar file by using spark-submit Skip this for Mac or Linux spark-submit is the main command to submit the job --class retail_db.GetRevenuePerOrder, to pass the class name By default master is local, if you want to override we can use --master After spark-submit and control arguments we have to give jar file name followed by arguments spark-submit --class retail_db.GetRevenuePerOrder local Setup Ubuntu using Windows subsystem for Linux Now let us see how we can setup Ubuntu on Windows 10 Skip this for Mac or Linux Why to setup Ubuntu? Windows is not completely fool proof in running spark jobs. Using Ubuntu is better alternative and you will run into fewer issues Using Windows subsystem for Linux we can quickly set up Ubuntu virtual machine How to setup Ubuntu using Windows subsystem for Linux? Follow this link to setup Ubuntu using Windows subsystem for Linux Complete the setup process by giving username for the Ubuntu virtual machine Accessing C Drive using Ubuntu built using Windows subsystem for Linux Skip this for Mac or Linux It is better to understand how we can access C drive in Ubuntu built using subsystem for Linux It will facilitate us to access files in C drive In Linux root file system starts with / and does not have partitions like C drive The location of C drive is /mnt/C Setup Java and JDK on Ubuntu Skip this for Mac or Linux Before getting started check whether Java and JDK are installed or not Launch command prompt - Go to search bar on windows laptop, type cmd and hit enter Type java -version If it return version, check whether 1.8 or not. It is better to have 1.8 version. If you have other version, consider uninstall and install 1.8 (Search for programs installed and uninstall Java) Type javac -version If it return version, check whether 1.8 or not. It is better to have 1.8 version. If you have other version, consider uninstall and install 1.8 (Search for programs installed and uninstall Java) If you need other versions, make sure environment variables point to 1.8 If you do not have Java at all, make sure to follow the instructions and install 1.8 version of JRE and JDK. Why do we need to install Java and JDK? Scala, Spark and many other technologies require Java and JDK to develop and build the applications. Scala is JVM based programming language. How to install Java and JDK on Ubuntu? sudo add-apt-repository ppa:webupd8team/java sudo apt-get update sudo apt-get install oracle-java8-installer How to validate? Use java -version and javac -version commands in command prompt and see they return 1.8 or not Download and Untar Spark Now let us see the details about setting up Spark on Ubuntu or any Linux flavor or Mac. Why to setup Spark? Before deploying on the cluster, it is good practice to test the script using spark-submit. To run using spark-submit locally, it is nice to setup Spark on Windows How to setup Spark? Download spark 2.3 tar ball by going here. We can use wget to download the tar ball. Choose Spark Release: 2.3.0 Choose a package type: Pre-built for Hadoop 2.7 or later It gives the appropriate link pointing to mirror Click on it go to mirror and click on it to download Use tar xzf command to untar and unzip tar ball - tar xzf spark-2.3.0-bin-hadoop2.7.tgz We need to configure environment variables to run Spark any where Setup Environment Variables - Mac or Linux Let us see how we can configure environment variables of Spark Why to setup Environment Variables? To run spark-submit, spark-shell from any where on the PC using the jar file. How to configure Environment Variables? Let us assume that Spark is setup under /Users/itversity/spark-2.3.0-bin-hadoop2.7 on Mac /mnt/c/spark-2.3.0-bin-hadoop2.7 on Ubuntu built using Windows subsystem Setup new environment variable SPARK_HOME and update PATH Make sure to restart terminal (no need to reboot the machine) # On Mac - .bash_profile export SPARK_HOME=/Users/itversity/spark export PATH=$PATH:$SPARK_HOME/bin:$SPARK_HOME/sbin # On Ubuntu built using Windows subsystem for Linux - .profile export SPARK_HOME=/mnt/c/spark-2.3.0-bin-hadoop2.7 export PATH=$PATH:$SPARK_HOME/bin How to validate? Go to any directory and run spark-shell val orderItems = sc.textFile("C:\\\\data\\\\retail_db\\\\order_items") val revenuePerOrder = orderItems. map(oi => (oi.split(",")(1).toInt, oi.split(",")(4).toFloat)). reduceByKey(_ + _). map(oi => oi._1 + "," + oi._2) revenuePerOrder.take(10).foreach(println) Run jar file using Spark Submit We can validate the jar file by using spark-submit spark-submit is the main command to submit the job --class retail_db.GetRevenuePerOrder, to pass the class name By default master is local, if you want to override we can use --master After spark-submit and control arguments we have to give jar file name followed by arguments spark-submit --class retail_db.GetRevenuePerOrder local Conclusion and where to go from here This post covers how to set up development environment to work on Spark projects using Scala as a team However to gain in-depth knowledge of Spark, you can follow our content and practice on our state of the art big data cluster Click here for the coupons for our content Click here to go to our state of the art lab to practice Spark hands on for more realistic experience
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