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AWS Labs
Labs badge iconLAB

Transform Data Using AWS Glue and Amazon Athena

In this lab, you'll practice transforming data with AWS Glue and then analyzing the result with AWS Athena. When you're finished with this lab, you'll have a solution to transform and query data.

* Our Labs are Available for Enterprise and Professional plans only.
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Labs - Transform Data Using AWS Glue and Amazon Athena

Lab info

Rating (309)
Level
Beginner
Duration
50m
Released
Mar 09, 2022

Lab author

Lab Author: Dan Tofan
Dan Tofan
Dan started programming decades ago on a Spectrum clone and started his professional programming career in 2003. Eager to learn, Dan moved to Netherlands to study at the University of Groningen. Now, Dan is proud of his PhD thesis on decision making and knowledge acquisition in software architecture, and about a dozen publications with hundreds of citations. Dan used Microsoft technologies for many years, but migrated gradually to Python, Linux and AWS, to learn more of the computing world. Cur... morerently, Dan is a full-time Python programmer at the Romania office of a global company in the research domain.
  • Table of contents
  • What's a lab?
  • Prerequisites
Challenge

Crawl Input Sales Data on S3

You’ll learn how to set up a Glue data crawler, then how to crawl the data in a S3 folder to populate the Glue Data Catalog with metadata about the S3 data.

Challenge

Convert Sales Data with a Glue Job

You’ll create a new Glue Job to convert the sales data from the CSV format to the Parquet format.

Challenge

Crawl Output Sales Data on S3

You’ll set up another Glue data crawler, to crawl the Parquet files created in the previous challenge, and write details about them into the Glue Data Catalog.

Challenge

Analyze Sales Data with Athena

You’ll configure Athena and then analyze the sales data with Athena.

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Provided environment for hands-on practice

We will provide the credentials and environment necessary for you to practice right within your browser.

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Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

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Did you know?

On average, you retain 75% more of your learning if you get time for practice.

Recommended prerequisites

  • AWS S3 basics
  • SQL basics

Start learning by doing today

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