BIG LIST OF WEBSITES

List of Top Websites on Partitions

Top 250 Websites on PARTITIONS

Download the Top 250 Websites to PDF

Last updated on Jul 1 2019.
Here are the best websites we found: boiteachansons.net • easyzic.com • partitionsdechansons.com • nucleustechnologies.com • partitions-accordeon.com • bobrick.com • rapind.com • gparted.org • grilles-manouches.net

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La Boîte à chansons - Partitions : accords et paroles. Partitions : paroles et accords de chansons. Guide théorique, générateur d''accords, transposition des accords, accordeur virtuel et forum pour musiciens.
Alexa Rank
66,685
EasyZic : Services gratuits pour musiciens (annonces, partitions, forums, annuaires...) - EasyZic
Alexa Rank
68,457
Partitions de chansons - Partitions gratuites. Partitions gratuites libres de droits d''auteur. Téléchargez des milliers de partitions gratuites. Chansons, variété, chants de Noël, comptines, chansons pour enfants...
Alexa Rank
132,669
Nucleus Kernel, Data Recovery Software, Email Recovery, Database Recovery, Office Recovery Tools. Data recovery software range to recover files and folders from the corrupt partitions of Windows, Linux, Novell, MAC operating systems. Perform disk recovery, database recovery, file repair, email recovery, email migration, password recovery, file recovery, backup recovery with Kernel range tools for any case of corruption.
Alexa Rank
64,446
partitions-accordeon.com 52071 Partitions d''accordéon au téléchargement en PDF!. partitions pour accordéon en pdf! plus de 52071 partitions d''accordéon diatonique et chromatique disponibles au téléchargement au format pdf! rejoignez une communauté de plus de 27040 membres! Partitions de Musette, Valse, Flamenco, Pop Swing, Java, Gigue, Soul, Jazz, Tango, Folklore, Rock, Disco, Funk, Reggae, Samba, Country... pour débutants, intermédiaire, avancé, expert, disponibles au téléchargement.
Alexa Rank
200,614
Restroom Accessories & Toilet Partitions | Bobrick. Learn how Bobrick's washroom accessories, toilet partitions and specialty products elevate the washroom and deliver pleasing aesthetics, lowered operating costs, hygiene, compliance and sustainability.
Alexa Rank
163,507
Rap Industries | Office Partitions | Display Boards. Rap Industries are the UK''s leading manufacturer of office partitions & display boards, all designed to be cost effective, high quality and made to order.
Alexa Rank
1,000,001
GParted -- A free application for graphically managing disk device partitions
Alexa Rank
125,451
Grilles-manouches.net Grilles d’accords, playbacks et partitions pour guitare jazz manouche.. Grilles-manouches.net Accords, tablatures, partitions et playback pour guitare jazz manouche. Cours pour apprendre la guitare manouche.
Alexa Rank
411,180
Portable Room Dividers & Mobile Partitions. Australia's largest range of Portable Room Dividers, Mobile Partitions, Office Dividers, Classroom Dividers and Movable Walls. Multiple sizes and colours.
Alexa Rank
959,690
Westgate: Suppliers of factory & warehouse partitions, hoarding & window film. Westgate: Suppliers of Factory Partitions, Screens & Curtains, Hoarding & Site Rooms, Window Film, Blinds and much more. View our full range of products.
Alexa Rank
1,000,001
Allied Ireland - Komfort Partitions, Architectural Glass, Toilet Cubicles, Lockers, Commercial Furniture. Allied is a market leading provider of interior solutions. We create unique and exciting workspace environments, specialising in demountable partitions, atrium glazing, firescreens, washrooms,lockers and furniture solutions.
Alexa Rank
1,000,001
Partitions, Tablatures Guitare avec accords. Des milliers de tablatures et partitions de chansons Françaises, incluant grilles d''accords et rythmiques Guitare.
Alexa Rank
290,983
DiskInternals — Data Recovery Software for Damaged Partitions, RAID, NTFS, VMFS, Office etc.| DiskInternals. DiskInternals official website. 14 years of data recovery software development. Recover data from a corrupted flash drive, HDD, database, email, RAID, virtual environment. Success rates are over 90% in most cases.
Alexa Rank
166,012
Home - Hadrian Manufacturing Inc. toilet partitions and lockers.. Hadrian is a worldwide manufacturer of quality washroom products. Toilet partitions are available in powder coated metal (including anti-graffiti and special effects finishes), stainless steel, embossed stainless steel and HDPE solid plastic. Lockers are available in Emperor (corridor), Gladiator (athletic) and Replacement Front styles.
Alexa Rank
1,000,001
Office Partitioning Crawley | Mitchell Partitions | Office fitting | Refurbishments. For high quality office partitioning in Crawley contact Mitchell Partitions. We specialise in all aspects of office partitioning, office fitting & office refurbishments
Alexa Rank
1,000,001
Partitions de musique - Editions Soldano
Alexa Rank
290,914
Bayard Musique - L''esprit musique - CD/MP3/Partitions en ligne
Alexa Rank
401,580
Partitura - Partituren - Bladmuziek - Sheet Music - Partitions Musicales - Musiknoten. Het grootste assortiment partituren, bladmuziek, notenleerboeken, music gifts. Meer dan 20.000 items in voorraad. Bezoek ook onze winkel in Turnhout.
Alexa Rank
351,759
Foley Metal Systems LTD - Cork Ceilings and Partitions. We have over 30 years experience in managing and delivering suspended ceilings, partitions and drylining
Alexa Rank
1,000,001
Masanjoli - Allons et faisons de toutes les nations des adorateurs. Retrouvez sur masanjoli paroles, partitions, accords et reprises des chansons de louange et d'adoration chrétiens. La plus grande archive de musique gospel.
Alexa Rank
110,762
Office Partitions Sydney - Office Partitions, Office Fitouts, Office Supplies
Alexa Rank
1,000,001
Cours de guitare et tablatures guitare acoustique. Cours de guitare gratuits débutant à expert accompagnés de tablatures / partitions pour guitare acoustique, riffs célèbres et backtracks.
Alexa Rank
126,897
PortaFab Modular Building Systems | Inplant Modular Office Buildings, Cleanrooms & Wall Partitions. For over 25 years PortaFab has been a leading manufacturer of modular building systems. PortaFab offers the largest line of modular wall systems in the industry.
Alexa Rank
909,137
♩♫ Pianomania | Partage de partitions gratuites pour piano. Pianomania est un site de partage et téléchargement de 1795 partitions gratuites pour piano, orgue, clavecin. Regardez également des films en streaming sur le thème du piano
Alexa Rank
1,000,001
Toutes les tablatures et lyrics - Le coin zic. Venez découvrir plus 10.000 partitions avec paroles pour animer vos soirées ou vous entraîner !
Alexa Rank
148,408
Innovative Glass - Switchable Privacy Glass | Dynamic Glazing Solutions for Partitions & Windows | Smart Glass Manufacturer. Innovative Glass offers 3 Dynamic Glass Technologies for International & National Commercial and Residential Environments. Click here for more information!
Alexa Rank
560,979
Catho Tabs, partitions et tablatures de chants chrtiens
Alexa Rank
733,906
4-State Maintenance Supply | Janitorial Equipment & Supplies, House Cleaning Equipment & Supplies, Epoxy Floors, Carpet Installation, Gymnasium Floor, Bathroom Partitions, and Warewashing Services
Alexa Rank
1,000,001
La Flûte de Pan: Librairie musicale, Partition, Livre, Accessoire. Librairie musicale à Paris et boutique en ligne. Découvrez le plus grand choix de partitions de musique, livres, accessoires de musique et papeterie musicale.
Alexa Rank
291,122
Unpianiste. Voici la page d'accueil d'Unpianiste. Vidéos, audios, tutoriels, méthode de piano gratuite, partitions, tout ça, vous le trouverez sur unpianiste.com !
Alexa Rank
179,738
Room Dividers, Cubicles, Acoustic Panels | Versare.com. We build and ship acoustical room dividers, portable partitions, DIY cubicles, sound panels, and privacy screens. Create space creatively. Made in Minneapolis.
Alexa Rank
284,437
Partition digitale piano et guitare imprimer - Quickpartitions. Le site de rfrence pour vos partitions numériques. Des milliers de partitions à imprimer en toute simplicité.
Alexa Rank
414,022
Lakeland Interiors and Glazing - Coloured glass, commercial fitouts, kitchens, sliding wardrobes, glass and mirror. Lakeland Interiors and Glazing, operates from Mulllingar Co Westmeath and from Dublin city. Home services include, all your glazing needs, new glass, replacment glass, double glazing, counter tops, splashbacks, bathroom splashbacks, kitchen and bedroom storage areas, fitted wardrobes, sliding wardrobes. For office and businesses we specialise in glass partitions and glass walls, storage solutions, complete canteens, drylining, raised access floors, suspended ceilings, reception desks, demountable partitions. First class quality provided at all times, 3D design service.
Alexa Rank
314,339
Partition Find and Mount — free partition recovery software. Partition Find and Mount is a free software that allows you to recover lost partitions by locating and mounting them into the system.
Alexa Rank
235,525
Styles Jazz, Musique Jazz et Jazzmen célèbres, Chronologie du Jazz. Tous les styles Jazz du New-Orleans au Nu-Jazz - Biographies de nombreux jazzmen - Standards jazz au format mp3 - Partitions jazz - Forum, etc.
Alexa Rank
411,692
Acquérir l\\'Oreille Absolue, apprendre le solfège, lisez les notes de musique facilement. La méthode MAP de Katja Keller. Développement de l'oreille absolue. Lire les partitions et notes de musique facilement.
Alexa Rank
413,448
Partition piano, chorale, guitare à imprimer - Partition de musique. Partition de musique 100% légale. Partition piano et partition chorale, tablature guitare à imprimer. Collection exceptionnelle de CD de travail pour chorale.
Alexa Rank
181,668
Kinetics Noise Control | Manufacturer. Kinetics Noise Control manufacturers innovative products and solutions to control airborne noise, isolate structure-borne vibration, enhance room acoustics, create quiet spaces, and restrain non-structural building systems.
Alexa Rank
233,228
Moving Designs Limited - Movable Wall and Sliding Folding Partition Specialists. Acoustic Movable Walls, Sliding Folding Partitions, Glass Partitions, Sound Control Products, Office Partitions, Acoustic Sound Absorbing Wall Panels
Alexa Rank
1,000,001
Barbier Jean-Luc - Saxophoniste et flûtiste de jazz. partitions gratuites, mp3 100% gratuits, free scores, free mp3
Alexa Rank
360,238
American Sanitary Home. American Sanitary Partition Corporation, Toilet Partitions, Toilet Compartments, Bathroom Stalls, Phenolic Core, Solid Plastic, Baked Enamel, Plastic Laminate, Stainless Steel
Alexa Rank
1,000,001
Celtic Interiors | Ceilings & Partition Specialists. Office Partitions. Suspended Ceilings. Office Fitouts.
Alexa Rank
1,000,001
Musik Produktiv France - Instruments de musique en ligne. Magasin en ligne d''instruments de musique. Guitares acoustiques, guitares et basses electriques, batteries, claviers, lumieres, studio, amplification, sono, partitions.
Alexa Rank
413,094
Elegancia Integrated Facilities Management. Elegancia Facilities Management is a leading provider of facilities management services Internationally and in the State of Qatar; with more than 8 years of experience delivering across multiple market sectors. Elegancia offers our trusted clients’ service that meets and hopefully exceeds, all their expectations. Our team is focused on quality so that you can concentrate on your business.
Alexa Rank
268,954
Commercial Van Shelving, Equipment and Interiors | Van Ladder Racks. Advantage Outfitters is a one-stop commercial van and truck outfitter. We layout, supply and install Van Shelving, Van Ladder Racks, Van Interiors, Van Partitions and more
Alexa Rank
500,697
Accueil - Aidons les prêtres !. L''œuvre de soutien aide les prêtres de l''Eglise catholique : demander une messe, télécharger des chants liturgiques, mieux connaître la liturgie ou les gestes des servants d''autel, préparer une eucharistie, apprendre des chants en ligne sans connaître le solfège… et bien d’autres services pour soutenir vos paroisses.
Alexa Rank
279,860
Ressources digitales pour les équipes de louange | MultiTracksFr. Découvrez des chants et des ressources de qualité qui vous aident à bien diriger la louange. MultiTracks, Partitions d'accords, Patches et Partitions audio dans RehearsalMix.
Alexa Rank
523,313
Etched Glass, Frosted Glass, Decorative Custom Glass. Etched Glass, Frosted Glass - Interior Doors, Front Doors, Pantry Doors, Wine Cellar Doors, Windows, Showers, Glass Dining Tables, Partitions, Signs
Alexa Rank
521,478
Work Van Upfit Supplier. Al-Van Equip offers you a top quality work van upfit: van shelving, ladder racks, bin shelving, van drawers, safety partitions, ladder racks & accessories.
Alexa Rank
601,421
American Specialties | American Specialties. American Specialties -Welcome to the new ASI—the world’s leading manufacturer of commercial partitions, washroom accessories and lockers.
Alexa Rank
601,464
Shipping Boxes, Packaging Materials, Warehouse Supplies -MrBoxOnline
Alexa Rank
405,121
Shelving, Racking, Ladder Racks, & Accessories for Vans | Ranger Design. Ranger Design manufactures van shelving, ladder racks & partitions for cargo vans, box trucks, & trailers. Industry leaders in quick shipping & innovation.
Alexa Rank
612,306
Drywall Construction Materials Specialist - Siniat UK. Siniat manufactures plasterboard and drywall products and systems for partitions, wall linings and external sheathing purposes.
Alexa Rank
613,594
Office Cubicles, Furniture & More | Skutchi Designs. Welcome to Skutchi Designs! We manufacture custom, designer office cubicles and a proprietary interior glass office wall system that is demountable and easy to install. Shop affordable cubicle walls, desks, glass cubicles, office dividers and more contract office furniture than any other manufacturer! We ship and install nationwide. Call for a free design consultation today.
Alexa Rank
315,524
Office Cubicles, Glass Partition Walls, Enclosures & Room Dividers | Space Plus. At Space Plus, we offer commercial interior glass door solutions for glass office partitions, office cubicles, room dividers, privacy wall enclosures & for other commercial spaces. Contact (888) 869-1850.
Alexa Rank
712,074
Sustainable Supply | Build. Work. Green Build. Work. Green.. Sustainable Supply is an industry-leading distributor of 1,000,000+ commercial restroom products, toilet partitions, Lockers, maintenance supplies, MRO, safety products, tools and hardware. Free Shipping | Personalized Service | Free 2-Day Shipping on 300,000+ Products | Ultra Low Prices
Alexa Rank
784,992
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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