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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
Author Profile Icon Rick de Groot
Rick de Groot
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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

Introduction to iteration

Iteration is a core concept in programming, important for performing repetitive actions on data. In Power Query, iteration often happens over rows in a table or items in a list.

Suppose you want to square a list of 1,000 numbers. Doing this without iteration would require writing 1,000 separate lines of code, which is both time-consuming and error-prone. With iteration, the same task can be completed with just a few lines of code.

Traditional languages like Python or Java use for and while loops for such tasks. However, the Power Query M language takes a different approach to iteration. It performs transformations on its underlying data structures by design.

For example, when you use Table.AddColumn to create a new column, Power Query automatically applies the specified operation to each row in the table, similar to how a for loop would iterate over each element in a list. The M language automatically does the iteration for you using its standard...

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