Reader small image

You're reading from  Data Modeling with Snowflake

Product typeBook
Published inMay 2023
PublisherPackt
ISBN-139781837634453
Edition1st Edition
Right arrow
Author (1)
Serge Gershkovich
Serge Gershkovich
author image
Serge Gershkovich

Serge Gershkovich is a seasoned data architect with decades of experience designing and maintaining enterprise-scale data warehouse platforms and reporting solutions. He is a leading subject matter expert, speaker, content creator, and Snowflake Data Superhero. Serge earned a bachelor of science degree in information systems from the State University of New York (SUNY) Stony Brook. Throughout his career, Serge has worked in model-driven development from SAP BW/HANA to dashboard design to cost-effective cloud analytics with Snowflake. He currently serves as product success lead at SqlDBM, an online database modeling tool.
Read more about Serge Gershkovich

Right arrow

Understanding and distinguishing between hierarchies

A hierarchy is a system in which people, objects, or concepts are organized into a tree-like structure, with each level representing a different category or grouping of data. In modeling, hierarchies can be thought of as a series of descending one-to-many relationships.

At the top of the hierarchy sits the root node, which contains child nodes. Each child node represents a subcategory of the data contained in the parent node and may, in turn, have its own child nodes. This arrangement of nodes and their relationships is often called a tree structure or diagram. If we were to proverbially chop down such a tree and observe it laterally, we would see the hierarchy in its relational form.

Figure 16.1 – A hierarchy seen in a tree (left) and relational format (right)

Figure 16.1 – A hierarchy seen in a tree (left) and relational format (right)

Hierarchies fall into three general categories depending on the variability in their levels. Let’s look at each of these categories...

lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Data Modeling with Snowflake
Published in: May 2023Publisher: PacktISBN-13: 9781837634453

Author (1)

author image
Serge Gershkovich

Serge Gershkovich is a seasoned data architect with decades of experience designing and maintaining enterprise-scale data warehouse platforms and reporting solutions. He is a leading subject matter expert, speaker, content creator, and Snowflake Data Superhero. Serge earned a bachelor of science degree in information systems from the State University of New York (SUNY) Stony Brook. Throughout his career, Serge has worked in model-driven development from SAP BW/HANA to dashboard design to cost-effective cloud analytics with Snowflake. He currently serves as product success lead at SqlDBM, an online database modeling tool.
Read more about Serge Gershkovich