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Cloud Scale Analytics with Azure Data Services

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

Product type Book
Published in Jul 2021
Publisher Packt
ISBN-13 9781800562936
Pages 520 pages
Edition 1st Edition
Languages
Author (1):
Patrik Borosch Patrik Borosch
Profile icon Patrik Borosch

Table of Contents (20) Chapters

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

Monitoring your streaming solution

As seen in Figure 8.9, you can see some information already on the Overview page of your ASA job. If you navigate to the Monitoring section of your ASA job, you can get further insights into your job.

In the Logs section, for example, you are presented with a list of predefined queries that will produce insights into all kinds of errors that can occur when you are running your ASA job:

Figure 8.16 – Available error queries in the Logs section

If you proceed to Metrics, you are taken to a chart editor where you can select from the available ASA metrics:

Figure 8.17 – ASA metrics view

You have metrics such as backlogged input events, data conversion errors, early input events, and failed function requests. This section will give you a deep insight into your ASA job.

If you want to set up alerts for your ASA job, such as the SU percentage utilization, for example (remember the Understanding...

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