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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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Putting transformational modeling into practice

In the last chapter, we deployed our sample physical model. Here, we will populate it with data and create a transformational model to satisfy a business requirement using the techniques and best practices covered in the preceding sections.

Transformational modeling requires data. The script to populate our operational schema with sample data can be found in the Git repository for this chapter. Please run the script titled create_physical_model_w_data.sql to recreate the physical model and load it with data from the SNOWFLAKE_SAMPLE_DATA database if you have not already done so.

After running the script, all the transactional tables in the schema will have been populated with data. However, the LOYALTY_CUSTOMER table is not transactional; it needs to be created through a transformational model. Just as the data model in the previous chapters took shape after getting to know the workings of our company by communicating with the business...

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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