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The Definitive Guide to Power Query (M)

You're reading from   The Definitive Guide to Power Query (M) Mastering complex data transformation with Power Query

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Product type Paperback
Published in Mar 2024
Publisher Packt
ISBN-13 9781835089729
Length 758 pages
Edition 1st Edition
Languages
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Authors (3):
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Greg Deckler Greg Deckler
Author Profile Icon Greg Deckler
Greg Deckler
Melissa de Korte Melissa de Korte
Author Profile Icon Melissa de Korte
Melissa de Korte
Rick de Groot Rick de Groot
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Rick de Groot
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Toc

Table of Contents (19) Chapters Close

Preface 1. Introducing M FREE CHAPTER 2. Working with Power Query/M 3. Accessing and Combining Data 4. Understanding Values and Expressions 5. Understanding Data Types 6. Structured Values 7. Conceptualizing M 8. Working with Nested Structures 9. Parameters and Custom Functions 10. Dealing with Dates, Times, and Durations 11. Comparers, Replacers, Combiners, and Splitters 12. Handling Errors and Debugging 13. Iteration and Recursion 14. Troublesome Data Patterns 15. Optimizing Performance 16. Enabling Extensions 17. Other Books You May Enjoy
18. Index

Error detection

When working in Power Query, encountering errors is a natural part of the development process, regardless of whether you design queries through the user interface (UI), modify existing code, or write M code from scratch.

When you add “real-world” data into the mix, errors become a part of life that you have to deal with and manage, a process that starts with error detection.

Errors are classified into two types:

  • Step-level errors
  • Cell-level errors

What separates the two is their containment.

Step-level errors propagate to the top-level expression and cause the evaluation of the entire query to terminate, causing the query to fail. To address step-level errors, it’s essential to determine where the error was raised. The Applied Steps section within the Query Settings pane is where you need to go for a step-by-step evaluation of your query. By selecting each step and evaluating it, starting all the way at the...

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