Why is std::map implemented as a red-black tree?

Probably the two most common self balancing tree algorithms are Red-Black trees and AVL trees. To balance the tree after an insertion/update both algorithms use the notion of rotations where the nodes of the tree are rotated to perform the re-balancing. While in both algorithms the insert/delete operations are O(log n), in the case of … Read more

.Net Data structures: ArrayList, List, HashTable, Dictionary, SortedList, SortedDictionary — Speed, memory, and when to use each? [closed]

Off the top of my head: Array* – represents an old-school memory array – kind of like a alias for a normal type[] array. Can enumerate. Can’t grow automatically. I would assume very fast insert and retrival speed. ArrayList – automatically growing array. Adds more overhead. Can enum., probably slower than a normal array but … Read more

What is the best way to implement nested dictionaries?

What is the best way to implement nested dictionaries in Python? This is a bad idea, don’t do it. Instead, use a regular dictionary and use dict.setdefault where apropos, so when keys are missing under normal usage you get the expected KeyError. If you insist on getting this behavior, here’s how to shoot yourself in … Read more

Priority queue in .Net [closed]

You might like IntervalHeap from the C5 Generic Collection Library. To quote the user guide Class IntervalHeap<T> implements interface IPriorityQueue<T> using an interval heap stored as an array of pairs. The FindMin and FindMax operations, and the indexer’s get-accessor, take time O(1). The DeleteMin, DeleteMax, Add and Update operations, and the indexer’s set-accessor, take time … Read more

What is the difference between a map and a dictionary?

Two terms for the same thing: “Map” is used by Java, C++ “Dictionary” is used by .Net, Python “Associative array” is used by PHP “Map” is the correct mathematical term, but it is avoided because it has a separate meaning in functional programming. Some languages use still other terms (“Object” in Javascript, “Hash” in Ruby, … Read more

Skip List vs. Binary Search Tree

Skip lists are more amenable to concurrent access/modification. Herb Sutter wrote an article about data structure in concurrent environments. It has more indepth information. The most frequently used implementation of a binary search tree is a red-black tree. The concurrent problems come in when the tree is modified it often needs to rebalance. The rebalance … Read more

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