Book Image

Business Intelligence with Databricks SQL

By : Vihag Gupta
Book Image

Business Intelligence with Databricks SQL

By: Vihag Gupta

Overview of this book

In this new era of data platform system design, data lakes and data warehouses are giving way to the lakehouse – a new type of data platform system that aims to unify all data analytics into a single platform. Databricks, with its Databricks SQL product suite, is the hottest lakehouse platform out there, harnessing the power of Apache Spark™, Delta Lake, and other innovations to enable data warehousing capabilities on the lakehouse with data lake economics. This book is a comprehensive hands-on guide that helps you explore all the advanced features, use cases, and technology components of Databricks SQL. You’ll start with the lakehouse architecture fundamentals and understand how Databricks SQL fits into it. The book then shows you how to use the platform, from exploring data, executing queries, building reports, and using dashboards through to learning the administrative aspects of the lakehouse – data security, governance, and management of the computational power of the lakehouse. You’ll also delve into the core technology enablers of Databricks SQL – Delta Lake and Photon. Finally, you’ll get hands-on with advanced SQL commands for ingesting data and maintaining the lakehouse. By the end of this book, you’ll have mastered Databricks SQL and be able to deploy and deliver fast, scalable business intelligence on the lakehouse.
Table of Contents (21 chapters)
1
Part 1: Databricks SQL on the Lakehouse
9
Part 2: Internals of Databricks SQL
13
Part 3: Databricks SQL Commands
16
Part 4: TPC-DS, Experiments, and Frequently Asked Questions

Databricks Partner Connect

The steps that we employed to connect to validated tools in the Connecting from validated BI tools section are simple and clear. However, they were still manual steps that required copying and pasting. The steps are simple and clear, but the user experience is not – that is, having to juggle between the SQL Warehouse overview page and the BI tool. Databricks Partner Connect is a tool that aims to improve this experience. Let’s learn how.

To access Databricks Partner Connect, follow these steps:

  1. Click on the icon to bring up the Partner Connect landing page. Navigate to the BI and Visualization section, as shown in the following screenshot:

Figure 7.10 – The Partner Connect landing page

  1. Click on the tile representing your BI tool. It will download a connection file to your desktop. The connection file is specific to the BI tool. For example, a Tableau data source .tds file (https://help.tableau...