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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

Query folding

Query folding is one of the most important aspects for optimizing your queries’ performance and is useful for any developer who connects to external data sources. It’s a process where the evaluation of a query is offloaded to the data source itself.

During query folding, Power Query’s mashup engine converts a query’s transformations into the data source’s native language. This approach combines multiple transformation steps into one efficient query that the data source can execute.

Doing so transfers the computational load of these transformations from the local environment, where Power Query operates, directly to the data source, like an SQL database. Any remaining transformations that can’t be folded are performed locally.

The primary goal of query folding is to reduce memory usage in Power Query by using the computational power of the data source to process queries and transformations. For instance...

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