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Expert C++ - Second Edition

You're reading from  Expert C++ - Second Edition

Product type Book
Published in Aug 2023
Publisher Packt
ISBN-13 9781804617830
Pages 604 pages
Edition 2nd Edition
Languages
Authors (5):
Marcelo Guerra Hahn Marcelo Guerra Hahn
Profile icon Marcelo Guerra Hahn
Araks Tigranyan Araks Tigranyan
Profile icon Araks Tigranyan
John Asatryan John Asatryan
Profile icon John Asatryan
Vardan Grigoryan Vardan Grigoryan
Profile icon Vardan Grigoryan
Shunguang Wu Shunguang Wu
Profile icon Shunguang Wu
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Table of Contents (24) Chapters

Preface 1. Part 1:Under the Hood of C++ Programming
2. Chapter 1: Building C++ Applications 3. Chapter 2: Beyond Object-Oriented Programming 4. Chapter 3: Understanding and Designing Templates 5. Chapter 4: Template Meta Programming 6. Chapter 5: Memory Management and Smart Pointers 7. Part 2: Designing Robust and Efficient Applications
8. Chapter 6: Digging into Data Structures and Algorithms in STL 9. Chapter 7: Advanced Data Structures 10. Chapter 8: Functional Programming 11. Chapter 9: Concurrency and Multithreading 12. Chapter 10: Designing Concurrent Data Structures 13. Chapter 11: Designing World-Ready Applications 14. Chapter 12: Incorporating Design Patterns in C++ Applications 15. Chapter 13: Networking and Security 16. Chapter 14: Debugging and Testing 17. Chapter 15: Large-Scale Application Design 18. Part 3:C++ in the AI World
19. Chapter 16: Understanding and Using C++ in Machine Learning Tasks 20. Chapter 17: Using C++ in Data Science 21. Chapter 18: Designing and Implementing a Data Analysis Framework 22. Index 23. Other Books You May Enjoy

Hash tables

The hash table is the most efficient data structure currently available. It is based on the concept of vector indexing, which is a rather simple concept. Consider the following example of a large vector with list pointers:

std::vector<std::list<T> > hash_table;

Accessing the elements of a vector takes constant time – that is the primary superpower of a vector. The hash table enables us to use any type as the container’s key. The basic idea of the hash table is to use a well-curated hash function that will generate a unique index for the input key. For example, when we use a string as a hash table key, the hash table uses a hash function to generate the hash as the index value for the underlying vector (the code for this can be found at https://github.com/PacktPublishing/Expert-C-2nd-edition/tree/main/Chapter%2006/14_insert_hashtable.cpp).

Here is how we can illustrate a hash table:

Figure 6.18: Illustration of a hash table

Figure 6.18: Illustration of...

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