Spark Programming in Python for Beginners with Apache Spark 3 - Working with Notebooks in Cluster - Demo

Spark Programming in Python for Beginners with Apache Spark 3 - Working with Notebooks in Cluster - Demo

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial provides a comprehensive guide on using YARN client mode with Spark shell and Zeelin notebook. It begins with an introduction to YARN client mode, highlighting its importance for data scientists and analysts. The tutorial then demonstrates setting up a Spark shell on a Google Cloud Platform cluster, detailing configuration options. It covers accessing the Spark History Server and YARN Resource Manager for application tracking. Finally, the video introduces Zeelin notebook, explaining how to set it up for interactive exploration with Spark, including using interpreter directives for different languages.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the YARN dynamic allocation policy?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the Zeelin notebook differ from the Spark shell in terms of establishing a connection to the cluster?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps must be taken to run Python code in a Zeelin notebook?

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