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Cloud Scale Analytics with Azure Data Services

You're reading from   Cloud Scale Analytics with Azure Data Services Build modern data warehouses on Microsoft Azure

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Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781800562936
Length 520 pages
Edition 1st Edition
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Author (1):
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Patrik Borosch Patrik Borosch
Author Profile Icon Patrik Borosch
Patrik Borosch
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Table of Contents (20) Chapters Close

Preface 1. Section 1: Data Warehousing and Considerations Regarding Cloud Computing
2. Chapter 1: Balancing the Benefits of Data Lakes Over Data Warehouses FREE CHAPTER 3. Chapter 2: Connecting Requirements and Technology 4. Section 2: The Storage Layer
5. Chapter 3: Understanding the Data Lake Storage Layer 6. Chapter 4: Understanding Synapse SQL Pools and SQL Options 7. Section 3: Cloud-Scale Data Integration and Data Transformation
8. Chapter 5: Integrating Data into Your Modern Data Warehouse 9. Chapter 6: Using Synapse Spark Pools 10. Chapter 7: Using Databricks Spark Clusters 11. Chapter 8: Streaming Data into Your MDWH 12. Chapter 9: Integrating Azure Cognitive Services and Machine Learning 13. Chapter 10: Loading the Presentation Layer 14. Section 4: Data Presentation, Dashboarding, and Distribution
15. Chapter 11: Developing and Maintaining the Presentation Layer 16. Chapter 12: Distributing Data 17. Chapter 13: Introducing Industry Data Models 18. Chapter 14: Establishing Data Governance 19. Other Books You May Enjoy

Programming with Synapse Spark pools

Now that you understand how to provision a Spark pool and how resources are used, let's proceed and examine the different interfaces that you can use to program against a Spark instance.

Understanding Synapse Spark notebooks

Notebooks are the rising star when it comes to interactive data analysis. They offer a step-by-step programming experience where you receive immediate feedback for single code steps. You can enter one line or a block of code into a cell and you can run it directly using an available Spark instance and have the results displayed below the cell.

To create a new notebook, you want to navigate to the Develop hub in Synapse Studio. Here, you can hit the + icon in the navigation pane (next to the word Develop) and select Notebook (Figure 6.11):

Figure 6.11 – Creating a new notebook

Alternatively, you can right-click on the Notebooks section and select New Notebook. An empty notebook will...

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