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You're reading from  Data Modeling with Snowflake

Product typeBook
Published inMay 2023
PublisherPackt
ISBN-139781837634453
Edition1st Edition
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Author (1)
Serge Gershkovich
Serge Gershkovich
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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.
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Performance considerations and monitoring

Because the Snowflake services layer takes care of query tuning and optimization, writing efficient queries and following best practices should be the developer’s only concern. To do this, Snowflake provides a visual query profile to break down query execution into constituent substeps and help identify potential issues. A sample query profile can be seen in the following screenshot:

Figure 12.10 – Snowflake query profile

Figure 12.10 – Snowflake query profile

A good way to familiarize yourself with the query profile screen is by reviewing the kinds of query issues that it is designed to identify. The numbers in the query profile correspond to the topics listed in the following section.

Common query problems

Most day-to-day query issues can be identified by paying attention to the information displayed in the query profile and following the query best practices described here:

  • Queuing – When Snowflake determines that...
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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