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How do I create a Spark project for IntelliJ?
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Jun 28, 2024 · We'll go through the following steps: Create a new Spark project from scratch using the Spark project wizard. The wizard lets you select your build tool (SBT, Maven, or Gradle) and JDK and ensures you have all necessary Spark dependencies. Submit the Spark application to AWS EMR.
- Hadoop Yarn
With IntelliJ IDEA, you can monitor your Hadoop YARN...
- Spark
Spark. With the Spark plugin, you can create, submit, and...
- Hadoop Yarn
- Install IntelliJ IDEA: If you haven’t already, download and install IntelliJ IDEA from the official website. You can use the free Community edition or the Ultimate edition for more advanced features.
- Install Java: Make sure you have Java Development Kit (JDK) installed on your system. You can download it from the Oracle website or use OpenJDK.
- Create a New Project: Open IntelliJ IDEA and create a new Java project
- Add Spark Dependency: In your pom.xml (Maven project file), add the Apache Spark dependencies.
Feb 11, 2024 · Spark. With the Spark plugin, you can create, submit, and monitor your Spark jobs right in the IDE. The plugin features include: The Spark new project wizard, which lets you quickly create a Spark project with needed dependencies. The Spark Submit run configuration to build and upload your Spark application to a cluster. For Scala files, there ...
Jan 27, 2024 · It walks you through each step: creating a new project, compiling, packaging, testing locally, and submitting a Spark job on a cluster using the spark-submit command, with the objective of ...
- Step 1: Create SBT Project
- Step 2: Resolve Dependency
- Step 3: Input Data
- Step 4: Write Spark Job
- Step 5: Execution
Go to File->New->Project. A window will occur on your screen: Choose SBT and click Next. Here, fill the following entry: Name: Give any project name. In my case I gave SparkJob Location: Workspace location JDK: If you see nothing, then click on New option and provide JDK location. SBT: Keep as it is. Scala: Here you can change the version of Scala ...
In this step, we will update the build.sbt by adding Library dependency. This will download all the dependency. This file contains project name, version, and scalaVersion configuration. Let’s make an entry for spark core dependency and scala-library. Add below lines in the file Once you save the file, IntelliJ will start downloading the dependency.
We will use below sample data for this spark application. I have created a directory resource under main and kept the data in a file called emp_data.txt. Download the sample data from here emp_data
All set up is done. Now create a scala obj and write a small code which will load the file and read the records from the file. Right click on scala dir-> New -> Scala Class Give a name of the script and choose kind as obj. Write the below code:
Spark job is ready for the execution. Right-click and choose Run ‘LoadData’. Once you click on run, you will able to see spark execution on the console and you will see the records of the file as an output:
To create a Spark project for IntelliJ: Download IntelliJ and install the Scala plug-in for IntelliJ. Go to File -> Import Project, locate the spark source directory, and select “Maven Project”. In the Import wizard, it’s fine to leave settings at their default.
Aug 10, 2020 · IntelliJ IDEA is the best IDE for Spark, whether your are using Scala, Java or Python. In this guide we will be setting up IntelliJ, Spark and Scala to support the development of Apache Spark application in Scala language.