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You're reading from  Cloud Scale Analytics with Azure Data Services

Product typeBook
Published inJul 2021
PublisherPackt
ISBN-139781800562936
Edition1st Edition
Tools
Azure Pack
Concepts
Data Streaming
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Author (1)
Patrik Borosch
Patrik Borosch
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Patrik Borosch

Patrik Borosch is a cloud solution architect for data and AI at Microsoft Switzerland GmbH. He has more than 25 years of BI and analytics development, engineering, and architecture experience and is a Microsoft Certified Data Engineer and a Microsoft Certified AI Engineer. Patrik has worked on numerous significant international data warehouse, data integration, and big data projects. Through this, he has built and extended his experience in all facets, from requirements engineering to data modeling and ETL, all the way to reporting and dashboarding. At Microsoft Switzerland, he supports customers in their journey into the analytical world of the Azure Cloud.
Read more about Patrik Borosch

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Using Structured Streaming with Spark

If you are more the kind of developer that loves to code and you are a fan of Spark, maybe you want to have a look at Structured Streaming with Spark. This might be an interesting alternative for you.

Spark clusters are a widely used engine to implement streaming analytics using one of the available programming languages, such as Python or Scala. With the massive scalability of Spark clusters in Azure services such as Synapse or Databricks, you will be able to implement an environment that can grow with your needs and deliver the necessary performance.

Next to performance, there is the extensibility of Spark clusters that is a factor to consider. You will be able to combine streaming algorithms with the capabilities of Spark and programming languages such as Python (PySpark), Scala, or R.

Take Kafka as input for your streaming analysis, for example. Kafka is an event streaming platform that is quite widely used. ASA does not yet offer...

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Cloud Scale Analytics with Azure Data Services
Published in: Jul 2021Publisher: PacktISBN-13: 9781800562936
© 2021 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Patrik Borosch

Patrik Borosch is a cloud solution architect for data and AI at Microsoft Switzerland GmbH. He has more than 25 years of BI and analytics development, engineering, and architecture experience and is a Microsoft Certified Data Engineer and a Microsoft Certified AI Engineer. Patrik has worked on numerous significant international data warehouse, data integration, and big data projects. Through this, he has built and extended his experience in all facets, from requirements engineering to data modeling and ETL, all the way to reporting and dashboarding. At Microsoft Switzerland, he supports customers in their journey into the analytical world of the Azure Cloud.
Read more about Patrik Borosch

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