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Welcome to the sixty-third lecture of the Data Engineering Full Course series by AmpCode! 🚀 In this video, we’ll explore how Apache Hive integrates with Apache Spark to enable fast and scalable SQL-like processing on big data. 🔍 What You'll Learn: How Apache Hive works with Apache Spark Setting up Hive and Spark integration Running Hive queries using Spark as the execution engine Benefits and performance improvements using Hive on Spark By the end of this lecture, you’ll understand how to leverage the power of Spark with Hive for efficient big data processing in real-world data engineering projects. 🔔 Don’t forget to subscribe to AmpCode for more lectures and updates. If this video helps you, please like it and share it with others learning data engineering. Let’s continue mastering Hive and Spark together! #Hadoop #ApacheHive #ApacheSpark #DataEngineering Prerequisite: You should have Java (JDK) installed on your windows machine. Apache Kafka official website: https://kafka.apache.org/downloads Required Commands: .\bin\windows\zookeeper-server-start.bat .\config\zookeeper.properties .\bin\windows\kafka-server-start.bat .\config\server.properties kafka-topics.bat --create --bootstrap-server localhost:9092 --replication-factor 1 --partition 1 --topic test kafka-console-producer.bat --broker-list localhost:9092 --topic test ------------------------------------------------------------------------------------------------------- Sample Data: {"Name: "John", "Age":"31", "Gender":"Male"} {"Name: "Emma", "Age":"27", "Gender":"Female"} {"Name: "Ronald", "Age":"17", "Gender":"Male"} --------------------------------------------------------------------------------------------------------- kafka-console-consumer.bat --topic test --bootstrap-server localhost:9092 --from-beginning .\bin\windows\zookeeper-server-stop.bat .\config\zookeeper.properties .\bin\windows\kafka-server-stop.bat .\config\server.properties -------------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------- Installation links: Oracle VM Virtualbox: https://download.virtualbox.org/virtualbox/6.1.32/VirtualBox-6.1.32-149290-Win.exe HDP Sandbox link(step-by-step procedure): https://hackmd.io/@firasj/BkSQJQ8eh HDP Sandbox installation guide: https://hortonworks.com/tutorial/sandbox-deployment-and-install-guide/section/1/ ------------------------------------------------------------------------------------------------------------- Also check out our full Apache Hadoop course: https://youtube.com/playlist?list=PL6UwySlcwEYJ2hFuGIvr4VEHUAfl-GCNT ------------------------------------------------------------------------------------------------------------- Also check out similar informative videos in the field of cloud computing: What is Big Data: https://youtu.be/-BoykjY5nKg How Cloud Computing changed the world: https://youtu.be/lf2lQAyW2b4 What is Cloud? https://youtu.be/DeCMeA9Xm2g Top 10 facts about Cloud Computing that will blow your mind! https://youtu.be/hmxNJEQ4XVY Audience This tutorial has been prepared for professionals/students aspiring to learn deep knowledge of Big Data Analytics using Apache Spark and become a Spark Developer and Data Engineer roles. In addition, it would be useful for Analytics Professionals and ETL developers as well. Prerequisites Before proceeding with this full course, it is good to have prior exposure to Python programming, database concepts, and any of the Linux operating system flavors. -----------------------------------------------------------------------------------------------------------------------Don't forget to like and follow us on our social media accounts: Facebook- https://www.facebook.com/ampcode Instagram- https://www.instagram.com/ampcode_tutorials/ Twitter- https://twitter.com/ampcodetutorial Tumblr- ampcode.tumblr.com ----------------------------------------------------------------------------------------------------------------------- Channel Description- AmpCode provides you e-learning platform with a mission of making education accessible to every student. AmpCode will provide you tutorials, full courses of some of the best technologies in the world today. By subscribing to this channel, you will never miss out on high quality videos on trending topics in the areas of Big Data & Hadoop, DevOps, Machine Learning, Artificial Intelligence, Angular, Data Science, Apache Spark, Python, Selenium, Tableau, AWS , Digital Marketing and many more. #pyspark #bigdata #datascience #dataanalytics #datascientist #spark #dataengineering #apachespark
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