blog/content/posts/2024-07-20-treap/index.md

40 lines
1 KiB
Markdown
Raw Normal View History

2024-07-20 20:21:08 +02:00
---
title: "Treap"
date: 2024-07-20T14:12:27+01:00
draft: false # I don't care for draft mode, git has branches for that
description: "A simpler BST"
tags:
- algorithms
- data structures
- python
categories:
- programming
series:
- Cool algorithms
favorite: false
disable_feed: false
graphviz: true
---
The [_Treap_][wiki] is a mix between a _Binary Search Tree_ and a _Heap_.
Like a _Binary Search Tree_, it keeps an ordered set of keys in the shape of a
tree, allowing for binary search traversal.
Like a _Heap_, it associates each node with a priority, making sure that a
parent's priority is always higher than any of its children.
[wiki]: https://en.wikipedia.org/wiki/Treap
<!--more-->
2024-07-20 20:21:47 +02:00
## What does it do?
By randomizing the priority value of each key at insertion time, we ensure a
high likelihood that the tree stays _roughly_ balanced, avoiding degenerating to
unbalanced O(N) height.
Here's a sample tree created by inserting integers from 0 to 250 into the tree:
{{< graphviz file="treap.gv" />}}