Search icon
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
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

Error containment

Power Query's M language integrates containment-based programming principles. Let's explore two aspects and discover what that means for the evaluation of expressions:

  1. Type inference

This is the ability of a programming language to automatically deduce and make educated guesses about the data types of values based on their context and usage within the code.For example, if a column contains values like 1, 2.5, and 5, Power Query will infer that the data type for that column is numeric. This allows for more flexible and concise code, as you do not have to explicitly declare the data types of every variable or expression, which benefits the data transformation process.However, it's important to note that type inference is not perfect because Power Query only scans the top 200 rows. If this data is somehow different than the data after row 200, a wrong type is inferred. Be aware that an incorrect type won't always produce errors. Sometimes the values...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €14.99/month. Cancel anytime}