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Mastering Julia

You're reading from   Mastering Julia Enhance your analytical and programming skills for data modeling and processing with Julia

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Product type Paperback
Published in Jan 2024
Publisher Packt
ISBN-13 9781805129790
Length 506 pages
Edition 2nd Edition
Languages
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Author (1):
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Malcolm Sherrington Malcolm Sherrington
Author Profile Icon Malcolm Sherrington
Malcolm Sherrington
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Table of Contents (14) Chapters Close

Preface 1. Chapter 1: The Julia Environment 2. Chapter 2: Developing in Julia FREE CHAPTER 3. Chapter 3: The Julia Type System 4. Chapter 4: The Three Ms 5. Chapter 5: Interoperability 6. Chapter 6: Working with Data 7. Chapter 7: Scientific Programming 8. Chapter 8: Visualization 9. Chapter 9: Database Access 10. Chapter 10: Networks and Multitasking 11. Chapter 11: Julia’s Back Pages 12. Index 13. Other Books You May Enjoy

Metaprogramming

Julia is homoiconic, which means that a program can be written symbolically in a way that it can be manipulated as data using the language. This adds great power in as much as the program can create genuine code as it is executing, modifying due to data types, circumstances occurring at runtime, and so on.

The ability of a programming language to be its own metalanguage is termed “reflection”, and this is a valuable language feature to facilitate metaprogramming, popular in list-processing languages such as Lisp.

As remarked on earlier, in compiling its code, problems with long execution times, which arise in most scripting languages, are not present in Julia.

Symbols and expressions

Before discussing macros, we need to understand the role of symbols and expressions in Julia.

The symbol is a type in Julia identified by a colon :() prefix:

julia> :(x)
:x

For complex expressions, combining variables, constants, and functions can also...

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