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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

Optimizing query performance

Power Query operates within a constrained environment. Specifically, each mashup container has a limited amount of resources. This limitation is an important factor to consider when creating queries. It is important to reduce the data volume right at the beginning of your query for fast queries. By doing so, you not only speed up the query process but also prevent exceeding resource limits that cause paging and can lead to slow performance or failures.

As previously discussed, using the query folding mechanism is one of the most effective strategies for optimizing performance. However, there are scenarios where your data source does not support query folding, or a required transformation breaks the folding process. In such cases, the strategy shifts toward minimizing the memory footprint of your query. So, what are some effective methods to achieve this?

Prioritize filtering rows and removing columns

It’s worth emphasizing here that...

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