Book Image

Azure Data Engineer Associate Certification Guide

By : Newton Alex
Book Image

Azure Data Engineer Associate Certification Guide

By: Newton Alex

Overview of this book

Azure is one of the leading cloud providers in the world, providing numerous services for data hosting and data processing. Most of the companies today are either cloud-native or are migrating to the cloud much faster than ever. This has led to an explosion of data engineering jobs, with aspiring and experienced data engineers trying to outshine each other. Gaining the DP-203: Azure Data Engineer Associate certification is a sure-fire way of showing future employers that you have what it takes to become an Azure Data Engineer. This book will help you prepare for the DP-203 examination in a structured way, covering all the topics specified in the syllabus with detailed explanations and exam tips. The book starts by covering the fundamentals of Azure, and then takes the example of a hypothetical company and walks you through the various stages of building data engineering solutions. Throughout the chapters, you'll learn about the various Azure components involved in building the data systems and will explore them using a wide range of real-world use cases. Finally, you’ll work on sample questions and answers to familiarize yourself with the pattern of the exam. By the end of this Azure book, you'll have gained the confidence you need to pass the DP-203 exam with ease and land your dream job in data engineering.
Table of Contents (23 chapters)
1
Part 1: Azure Basics
3
Part 2: Data Storage
10
Part 3: Design and Develop Data Processing (25-30%)
15
Part 4: Design and Implement Data Security (10-15%)
17
Part 5: Monitor and Optimize Data Storage and Data Processing (10-15%)
20
Part 6: Practice Exercises

Designing and configuring exception handling

Azure Batch provides error codes, logs, and monitoring events to identify and handle errors. Once the errors are identified, we can handle them programmatically via APIs and .NET code.

Here are some examples of error codes returned by Batch:

Figure 9.38 – Sample Batch error codes

You can get the complete list of error codes here: https://docs.microsoft.com/en-us/rest/api/batchservice/batch-status-and-error-codes.

Next, let's look at some common error types in Azure Batch.

Types of errors

There are four common groups of errors:

  • Application errors: For application errors, Azure Batch writes standard output and standard error to stdout.txt and stderr.txt files in the task directory on the compute node. We can parse these files to identify the issue and take remedial measures.
  • Task errors: A task is considered failed if it returns a non-zero exit code. The failure could happen due...