Intermediate C++ Game Programming Tutorial 24

Associative containers are super useful, both as a convenient fast way to create dictionary or mapping for real-world problems like managing game resources, and as a data structure to help solve more abstract algorithmic computer science problems. And hash tables are fast as balls.

Topics Covered

Part 1

• std::map container interface
• Binary tree data structure
• std::map key requirements (comparison)
• std::map gotchas (std::remove_if and const keys)
• std::set
• std::multimap and std::multiset

Part 2

• Hash table performance vs. binary tree performance
• Hash table data structure
• std::unordered_map key requirements
• Hash combining
• std::unordered_map bucket interface and hashing policy
• When to choose std::map over std::unordered_map

Video Timestamp Index

Tutorial 24.1

• The std::map<KeyType,ValueType> class 0:46

• • Maps consist of keys to lookup (associated with) values
  • map.insert( {key,value} ) to insert (key,value) pairs
  • map[key] returns a reference to the ValueType for a KeyType

• The Binary tree data structure 2:46

• • std::map performs lookup in O(log(n)), it uses a Binary tree data structure
  • Key properties of a Binary Tree (BT):

  - Nodes can have at most 2 children (hence: binary)

  - Each left child is smaller and each right child is larger than its parent

  - Insertion is done by navigating the tree along a route Left for smaller, Right for larger such that the order property always holds

  • The big advantage of the BT properties is that retrieval is very fast
  • The beauty of std::map is that we don't have to implement any of this; it's all there in the STL 7:00
  • The STL implementation is further optimized, e.g. it uses a red-black tree for BT rebalancing

• A look at the std::map cppreference.com documentation 7:35

Tutorial 24.2

• [WORK-IN-PROGRESS]

Homework Assignment

The homework for this video is to enable use of a custom datatype in unordered_map hashing over multiple (4) members of that datatype. The solution video is here.

Supplementary Link

• Data Structure / Algorithm Visualizations

See also

• Next in series (Tutorial 25)
• Intermediate C++ Game Programming Series