A company is planning on using Apache Spark on an EMR Cluster in AWS.
They need to have Interactive data analytics which can be performed on the underlying data.
Which of the following can be used for this purpose?
Click on the arrows to vote for the correct answer
A. B. C. D.Answer - C.
Apache Zeppelin is a new and incubating multi-purposed web-based notebook which brings data ingestion, data exploration, visualization, sharing and collaboration features to Hadoop and Spark.
Zeppelin is the only tool among theabove options, which provides visualization and basic reporting capabilities with custom plugin support.
Option A is incorrect since this is used to issue SQL queries using the Spark engine.
Option B is incorrect since this is used as a web interface for the Hadoop cluster.
Option D is incorrect since this is used to stream data into Spark.
For more information on Apache Zeppelin, please refer to the below URL.
https://docs.aws.amazon.com/emr/latest/ReleaseGuide/emr-zeppelin.htmlNote:
Apache Zeppelin is a new and incubating multi-purposed web-based notebook which brings data ingestion, data exploration, visualization, sharing and collaboration features to Hadoop and Spark.
Apache Spark is an open-source, distributed processing system commonly used for big data workloads.
Apache Spark utilizes in-memory caching and optimized execution for fast performance, and it supports general batch processing, streaming analytics, machine learning, graph databases, and ad hoc queries.
The best option for interactive data analytics in an EMR cluster is Apache Zeppelin.
Apache Spark SQL is a module in Spark that provides a programming interface to work with structured and semi-structured data using SQL-like queries. It's mainly used for batch processing rather than interactive analytics.
Apache Hue is a web-based graphical interface for Hadoop components such as Hive, Pig, and MapReduce, but it doesn't support Spark.
Spark Streaming is a module in Spark that allows processing real-time streaming data, and it's not designed for interactive data analytics.
Apache Zeppelin is a web-based notebook that provides an interactive environment for data analytics using different programming languages such as Scala, Python, and R. It integrates well with Spark, allowing users to write and execute Spark code in a notebook-style environment, making it an excellent choice for interactive data analytics in an EMR cluster.
Therefore, the correct answer is C. Apache Zeppelin.