What are the most important categories of the Apache Spark that comprise its ecosystem?

Question

Q:

What are the most important categories of the Apache Spark that comprise its ecosystem?

Answer 1

Following are the three important categories in Apache Spark that comprise its ecosystem:

1. Core Components: Apache Spark supports five main core components. These are Spark Core, Spark SQL, Spark Streaming, Spark MLlib, and GraphX.
2. Cluster Management: Apache Spark can be in the following three environments. These are the Standalone cluster, Apache Mesos, and YARN.
3. Language support: We can integrate Apache Spark with some different languages to make applications and perform analytics. These languages are Java, Python, Scala, and R.