SKU: 81424127495

Apache Spark 2.x for Java Developers

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Description

Apache Spark 2.x for Java DevelopersApache Spark is the buzzword in the big data industry right now, especially with the increasing need for real time streaming and data processing. While Spark is built on Scala, the Spark Java API exposes all the Spark features available in the Scala version for Java developers. This book will show you how you can implement various functionalities of the Apache Spark framework in Java, without stepping out of your comfort zone."font family: verdana,

Apache Spark is the buzzword in the big data industry right now, especially with the increasing need for real-time streaming and data processing. While Spark is built on Scala, the Spark Java API exposes all the Spark features available in the Scala version for Java developers. This book will show you how you can implement various functionalities of the Apache Spark framework in Java, without stepping out of your comfort zone."font-family: verdana, arial, helvetica, sans-serif; font-size: small; background-color: rgb(255, 255, 255);"The book starts with an introduction to the Apache Spark 2.x ecosystem, followed explaining how to install and configure Spark, and refreshes the Java concepts that will be useful to you when consuming Apache Spark's APIs. You will explore RDD and its associated common Action and Transformation Java APIs, set up a production-like clustered environment, and work with Spark SQL. Moving on, you will perform near-real-time processing with Spark streaming, Machine Learning analytics with Spark MLlib, and graph processing with GraphX, all using various Java packages."font-family: verdana, arial, helvetica, sans-serif; font-size: small; background-color: rgb(255, 255, 255);" the end of the book, you will have a solid foundation in implementing components in the Spark framework in Java to build fast, real-time applications. style"color: rgb(51, 51, 51); font-family: verdana, arial, helvetica, sans-serif; font-size: small; background-color: rgb(255, 255, 255);"What you will learn
Process data using different file formats such as XML, JSON, CSV, and plain and delimited text, using the Spark core Library.
Perform analytics on data from various data sources such as Kafka, and Flume using Spark Streaming Library
Learn SQL schema creation and the analysis of structured data using various SQL functions including Windowing functions in the Spark SQL Library
Explore Spark Mlib APIs while implementing Machine Learning techniques to solve real-world problems
Get to know Spark GraphX so you understand various graph-based analytics that can be performed with Spark
style"color: rgb(51, 51, 51); font-family: verdana, arial, helvetica, sans-serif; font-size: small; background-color: rgb(255, 255, 255);"About the Author"font-family: verdana, arial, helvetica, sans-serif; font-size: small; background-color: rgb(255, 255, 255);"Sourav Gulati is associated with software industry for more than 7 years. He started his career with Unix/Linux and Java and then moved towards big data and NoSQL World. He has worked on various big data projects. He has recently started a technical blog called Technical Learning as well. Apart from IT world, he loves to read about mythology.Sumit Kumar is a developer with industry insights in telecom and banking. At different junctures, he has worked as a Java and SQL developer, but it is shell scripting that he finds both challenging and satisfying at the same time. Currently, he delivers big data projects focused on batch/near-real-time analytics and the distributed indexed querying system. Besides IT, he takes a keen interest in human and ecological issues.

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SKU: 81424127495

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TW in New York
Carnegie, US
★★★★★ 5
Very Bright, Easy to Put Up / Take Down
Color: White, Color: White
This light is very bright, and more than meets our needs. In addition, it has a nice easy to use latch that allows you to quickly put it on and take it off. It takes 4 batteries, which is a bit more than most, but given the brightness and number of LEDs, it seems to make sense. So far, we’re beyond thrilled to have such an affordable option that made our patio more usable at night.
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Reviewed in the United States on May 2, 2021
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APierce
Bozeman, US
★★★★★ 3
Whish it was brighter
Color: White
It is ok, but I thought it would illuminate better. It provided some light right underneath, but it does not open up more lighting around. It barely expends to the whole length of the table.
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Reviewed in the United States on October 4, 2024
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Fox Cole
Dallas, US
★★★★★ 5
Excellent lighting
Color: Warm
Highly recommended! I actually reordered one because I forgot one night to bring it in, then a severe storm came through and stole the umbrella, turning it upside down in the yard. Water got into the battery bays, so they rusted. I'm sure other connections inside rusted too, because after cleaning the contacts, I could not get the light to work again. But the reason I purchased a new one is because it looks so classy. Its warm light can be adjusted to three levels just by pressing the On button through the levels. Very simple. The ambiance it provides is lovely! Next to the On button is the clip that flips open to swing open the light. Place the light around the umbrella pole and snap shut the clip. The light is secured, but you can also slide it up or down to whatever height you prefer. It still remains stable and in place until you move it again. Until I left my first one out in the rain, the light worked beautifully and reliably, as does its replacement. Battery life is excellent unless you forget to turn off the light. I can't tell you exactly how long they last because inevitably after a few weeks, I do forget to turn it off. This is an inexpensive and beautiful upgrade to your patio experience. Excellent value, excellent quality, excellent lighting.
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Reviewed in the United States on June 19, 2025
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Thomas Clendening
Lexington, US
★★★★★ 5
Great light, great price!
Color: White, Color: White
I'm a Carnivore who does all of my meat and fish cooking outdoors, adjacent to my kitchen. For the winter, I've put up a half-umbrella to keep the rain off of my cooktop. This light rounds out the kitchen by providing GREAT light for my alfresco kitchen. It works like a charm and is easy on the batteries.. I LOVE it!
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Reviewed in the United States on November 18, 2024
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Jeff L Unruh
Fort Morgan, US
★★★★★ 4
Good price, easy to install
Color: Warm
First, the price is right. It is easy to install. My biggest problem was within a few hours, one of the bulbs already burned out. We are still using it and the rest work great.
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Reviewed in the United States on January 22, 2024

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