{"id":1777,"date":"2023-04-15T12:30:00","date_gmt":"2023-04-15T17:30:00","guid":{"rendered":"https:\/\/linuxhostsupport.com\/blog\/?p=1777"},"modified":"2023-03-31T05:21:15","modified_gmt":"2023-03-31T10:21:15","slug":"how-to-install-apache-spark-on-almalinux-9","status":"publish","type":"post","link":"https:\/\/linuxhostsupport.com\/blog\/how-to-install-apache-spark-on-almalinux-9\/","title":{"rendered":"How To Install Apache Spark on AlmaLinux 9"},"content":{"rendered":"\n<div id=\"linux-3241172119\" class=\"linux-before-1st-paragraph linux-entity-placement\" style=\"margin-top: 15px;margin-bottom: 15px;\"><a href=\"https:\/\/www.rosehosting.com\/managed-vps-hosting\/?mtm_campaign=blogs&#038;mtm_source=lhs&#038;mtm_medium=blog&#038;mtm_content=managed-vps&#038;mtm_cid=1339&#038;mtm_placement=inline\" aria-label=\"Untitled\"><img src=\"https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2020\/12\/1340090_NVMeGoogleAds_728x90_041322.jpg\" alt=\"\"  srcset=\"https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2020\/12\/1340090_NVMeGoogleAds_728x90_041322.jpg 728w, https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2020\/12\/1340090_NVMeGoogleAds_728x90_041322-300x37.jpg 300w\" sizes=\"(max-width: 728px) 100vw, 728px\" width=\"728\" height=\"90\"  style=\"display: inline-block;\" \/><\/a><\/div><p>In this tutorial, we are going to explain in step-by-step detail how to install Apache Spark on AlmaLinux 9 OS.<\/p>\n\n\n\n<p>Apache Spark is an <a href=\"https:\/\/linuxhostsupport.com\/blog\/open-source-sysadmin-tools-we-use-on-a-daily-basis\/\" title=\"\">open-source<\/a> unified analytics engine used for data processing large amounts of data. This software stores data in memory and performs the operations very fast using SQL query languages. Apache Spark is written in Scala language and is compatible with multiple operating systems such as macOS, Windows, and Linux of course.<\/p>\n\n\n\n<p>Installing Apache Spark and running it as a service is a straightforward process and may take up to 10 minutes. Let&#8217;s get things done.<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">Prerequisites<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fresh installation of AlmaLinux 9 as OS<\/li>\n\n\n\n<li>User privileges: root or non-root user with sudo privileges<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Step 1. Update the System<\/h2>\n\n\n\n<p>Before we install Apache Spark we need to update the system packages to the latest version available.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">sudo dnf update -y &amp;&amp; sudo dnf upgrade -y<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Step 2. Install Java<\/h2>\n\n\n\n<p>The application programming interface is written in Java so we need to install Java with the following command:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">sudo dnf install java-11-openjdk -y<\/pre>\n\n\n\n<p>After the installation you can check the installed Java version with the following command:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">java -version<\/pre>\n\n\n\n<p>You should get the following output:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">[root@vps ~]# java -version\nopenjdk version \"11.0.18\" 2023-01-17 LTS\nOpenJDK Runtime Environment (Red_Hat-11.0.18.0.10-2.el9_1) (build 11.0.18+10-LTS)\nOpenJDK 64-Bit Server VM (Red_Hat-11.0.18.0.10-2.el9_1) (build 11.0.18+10-LTS, mixed mode, sharing)\n<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Step 3. Install Apache Spark<\/h2>\n\n\n\n<p>We can not install Apache Spark with the command since it is not included in the default repository of AlmaLinux 9. We need to download it manually and extract it in a directory on the server. To do that execute the following commands:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">cd \/home\n\ncurl -O https:\/\/www.apache.org\/dyn\/closer.lua\/spark\/spark-3.3.2\/spark-3.3.2-bin-hadoop3.tgz\n\ngunzip -c spark-3.2.3-bin-hadoop3.2.tgz | tar xvf -\n\nrm spark-3.2.3-bin-hadoop3.2.tgz\n\nmv spark-3.2.3-bin-hadoop3.2\/ spark\/ \n\n<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Step 4. Create System User<\/h2>\n\n\n\n<p>We need to create a system user for Apache Spark. To do that execute the following command:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"> useradd useradd sparkuser<\/pre>\n\n\n\n<p>Once, created you need to set the right permissions of the Apache Spark document root:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">chown -R sparkuser:sparkuser \/home\/spark<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Step 5. Create Service files<\/h2>\n\n\n\n<p>Now, we need to create two separate services for Apache Spark. Those services are master and slave services required for Apache Spark to work efficiently. We will start with the master service:<\/p>\n\n\n\n<p>Create the master service file first:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">touch \/etc\/systemd\/system\/spark-master.service<\/pre>\n\n\n\n<p>Open the file with your favorite editor and paste the following lines of codes:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">[Unit]\nDescription=Apache Spark Master\nAfter=network.target\n\n[Service]\nType=forking\nUser=sparkuser\nGroup=sparkuser\nExecStart=\/home\/spark\/sbin\/start-master.sh\nExecStop=\/home\/spark\/sbin\/stop-master.sh\n\n[Install]\nWantedBy=multi-user.target\n<\/pre>\n\n\n\n<p>Now, create the slave service file.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">touch \/etc\/systemd\/system\/spark-slave.service<\/pre>\n\n\n\n<p>Open the file with your favorite editor and paste the following lines of codes:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">[Unit]\nDescription=Apache Spark Slave\nAfter=network.target\n\n[Service]\nType=forking\nUser=sparkuser\nGroup=sparkuser\nExecStart=\/home\/spark\/sbin\/start-slave.sh spark:\/\/127.0.0.1:7077\nExecStop=\/home\/spark\/sbin\/stop-slave.sh\n\n[Install]\nWantedBy=multi-user.target<\/pre>\n\n\n\n<p>Once, the files are created reload the daemon and start the services:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">sudo systemctl daemon-reload\n\nsudo systemctl start spark-master\n\nsudo systemctl start spark-slave\n\n<\/pre>\n\n\n\n<p>To check the status of the <strong>master<\/strong> service execute the following command:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">sudo systemctl status spark-master<\/pre>\n\n\n\n<p>You should receive the following output:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">[root@host spark]# sudo systemctl status spark-master\n\u25cf spark-master.service - Apache Spark Master\n     Loaded: loaded (\/etc\/systemd\/system\/spark-master.service; disabled; vendor preset: disabled)\n     Active: active (running) since Sat 2023-02-25 05:45:47 CST; 48s ago\n    Process: 1274 ExecStart=\/home\/spark\/sbin\/start-master.sh (code=exited, status=0\/SUCCESS)\n   Main PID: 1286 (java)\n      Tasks: 34 (limit: 24796)\n     Memory: 242.9M\n        CPU: 11.958s\n     CGroup: \/system.slice\/spark-master.service\n             \u2514\u25001286 \/usr\/lib\/jvm\/java-11-openjdk-11.0.18.0.10-2.el9_1.x86_64\/bin\/java -cp \"\/home\/spark\/conf\/:\/home\/spark\/jars\/*\" -Xmx1g org.apache.spark.deploy.master.\n<\/pre>\n\n\n\n<p>To check the status of the <strong>slave<\/strong> service execute the following command:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">sudo systemctl status spark-slave<\/pre>\n\n\n\n<p>You should receive the following output:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">[root@host spark]# sudo systemctl status spark-slave\n\u25cf spark-slave.service - Apache Spark Slave\n     Loaded: loaded (\/etc\/systemd\/system\/spark-slave.service; disabled; vendor preset: disabled)\n     Active: active (running) since Sat 2023-02-25 05:45:54 CST; 2min 31s ago\n    Process: 1350 ExecStart=\/home\/spark\/sbin\/start-slave.sh spark:\/\/127.0.0.1:7077 (code=exited, status=0\/SUCCESS)\n   Main PID: 1363 (java)\n      Tasks: 33 (limit: 24796)\n     Memory: 178.2M\n        CPU: 11.086s\n     CGroup: \/system.slice\/spark-slave.service\n             \u2514\u25001363 \/usr\/lib\/jvm\/java-11-openjdk-11.0.18.0.10-2.el9_1.x86_64\/bin\/java -cp \"\/home\/spark\/conf\/:\/home\/spark\/jars\/*\" -Xmx1g org.apache.spark.deploy.worker.\n<\/pre>\n\n\n\n<p>That&#8217;s it. Now you can access the Apache Spark service on the following URL: <strong>http:\/\/YourServerIPAddress:8080<\/strong>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"456\" src=\"https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2023\/03\/apache-spark-service-1024x456.jpg\" alt=\"\" class=\"wp-image-1779\" srcset=\"https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2023\/03\/apache-spark-service-1024x456.jpg 1024w, https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2023\/03\/apache-spark-service-300x134.jpg 300w, https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2023\/03\/apache-spark-service-768x342.jpg 768w, https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2023\/03\/apache-spark-service.jpg 1352w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p>Congratulations! You successfully installed and configured the Apache Spark service on AlmaLinux 9. If you find any difficulties installing this software and service, you can contact our support. All you need to do is to sign up for one of our <a href=\"https:\/\/www.rosehosting.com\/linux-vps-hosting\/\" title=\"\">NVMe VPS plans<\/a> and submit a support ticket. We are available 24\/7.<\/p><div id=\"linux-2392376812\" class=\"linux-after-8th-paragraph linux-entity-placement\" style=\"margin-top: 15px;margin-bottom: 15px;\"><a href=\"https:\/\/www.rosehosting.com\/managed-vps-hosting\/?mtm_campaign=blogs&#038;mtm_source=lhs&#038;mtm_medium=blog&#038;mtm_content=managed-vps&#038;mtm_cid=1340&#038;mtm_placement=inline\" aria-label=\"Untitled\"><img src=\"https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2020\/12\/1340095_VPSGoogleAds_728x90_042622.jpg\" alt=\"\"  srcset=\"https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2020\/12\/1340095_VPSGoogleAds_728x90_042622.jpg 728w, https:\/\/linuxhostsupport.com\/blog\/wp-content\/uploads\/2020\/12\/1340095_VPSGoogleAds_728x90_042622-300x37.jpg 300w\" sizes=\"(max-width: 728px) 100vw, 728px\" width=\"728\" height=\"90\"  style=\"display: inline-block;\" \/><\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>In this tutorial, we are going to explain in step-by-step detail how to install Apache Spark on AlmaLinux 9 OS. Apache Spark is an open-source unified analytics engine used for data processing large amounts of data. This software stores data in memory and performs the operations very fast using SQL query languages. Apache Spark is [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1781,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[243,228,242,2],"tags":[220,244],"class_list":["post-1777","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","category-linux","category-open-source","category-tutorials","tag-almalinux","tag-apache-spark"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How To Install Apache Spark on AlmaLinux 9 | LinuxHostSupport<\/title>\n<meta name=\"description\" content=\"Learn how to install Apache Spark on AlmaLinux 9 with our step-by-step guide. 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