You're reading from Modern Data Architectures with Python

Product typeBook

Published inSep 2023

Reading LevelExpert

PublisherPackt

ISBN-139781801070492

Edition1st Edition

Languages

Python

Concepts

Data Science

Author (1)

Brian Lipp

Technical requirements

The tooling used in this chapter is tied to the tech stack chosen for the book. All vendors should offer a free trial account.

I will be using the following:

Databricks
AWS
Tableau Desktop
Python
SQL
dbt

Setting up your environment

Before we begin our chapter, let’s take the time to set up our working environment.

Python, AWS, and Databricks

As we have with previous chapters, this chapter assumes you have a working version of Python of 3.6 or above release installed in your development environment. We will also assume you have set up an AWS account and Databricks with that account.

Databricks CLI

The Databricks CLI is used to create our Databricks infrastructure; before we can create anything, we must first make sure it’s set up correctly.

Installation and setup

The first step is to install the databricks-cli tool using the pip python package manager:

pip install databricks-cli

Let...

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Modern Data Architectures with Python

Published in: Sep 2023Publisher: PacktISBN-13: 9781801070492

Author (1)

Brian Lipp

Brian Lipp is a Technology Polyglot, Engineer, and Solution Architect with a wide skillset in many technology domains. His programming background has ranged from R, Python, and Scala, to Go and Rust development. He has worked on Big Data systems, Data Lakes, data warehouses, and backend software engineering. Brian earned a Master of Science, CSIS from Pace University in 2009. He is currently a Sr. Data Engineer working with large Tech firms to build Data Ecosystems.
Read more about Brian Lipp

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You're reading from Modern Data Architectures with Python

Technical requirements

Setting up your environment

Python, AWS, and Databricks

Databricks CLI

Installation and setup

Unlock this book and the full library FREE for 7 days

Author (1)

Et al.

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