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The Definitive Guide to Power Query (M)

You're reading from  The Definitive Guide to Power Query (M)

Product type Book
Published in Mar 2024
Publisher Packt
ISBN-13 9781835089729
Pages 758 pages
Edition 1st Edition
Languages
Authors (3):
Gregory Deckler Gregory Deckler
Profile icon Gregory Deckler
Rick de Groot Rick de Groot
Profile icon Rick de Groot
Melissa de Korte Melissa de Korte
Profile icon Melissa de Korte
View More author details

Table of Contents (19) Chapters

Preface Introducing M Working with Power Query/M Accessing and Combining Data Understanding Values and Expressions Understanding Data Types Structured Values Conceptualizing M Working with Nested Structures Parameters and Custom Functions Dealing with Dates, Times, and Durations Comparers, Replacers, Combiners, and Splitters Handling Errors and Debugging Iteration and Recursion Troublesome Data Patterns Optimizing Performance Enabling Extensions Other Books You May Enjoy
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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