18 - Apache Spark First Java Program - Create Spark RDD

Опубликовано: 15 Октябрь 2024
на канале: Rishi Srivastava
3,394
18

​‪@backstreetbrogrammer‬

--------------------------------------------------------------------------------
Chapter 03 - Apache Spark First Java Program - Create Spark RDD
--------------------------------------------------------------------------------
Create RDD from Spark Context object which is a fault-tolerant collection of elements that can be operated on in parallel.

There are two ways to create RDDs:
1) parallelizing an existing collection in the driver program (only used for POC or prototyping)
2) referencing a dataset in an external storage system, such as a shared filesystem, HDFS, HBase, or any data source offering a Hadoop InputFormat

Various Transformations (map, filter, etc.) and Actions (count, collect, etc.) can be called on RDD

final var myRdd = sc.parallelize(Arrays.asList(1,2,3,4,5));

Github: https://github.com/backstreetbrogramm...

Apache Spark for Java Developers Playlist:    • Apache Spark for Java Developers  
Java Serialization Playlist:    • Java Serialization  
Dynamic Programming Playlist:    • Dynamic Programming  

#java #javadevelopers #javaprogramming #apachespark #spark