coding-interview|August 17, 2020|2 min read

Binary Search Tree (BST) Data Structure

TL;DR

A BST enforces left < parent < right at every node, giving O(log n) search, insert, and delete on balanced trees. Degenerate cases collapse to O(n) — which is why balanced BSTs exist.

Binary Search Tree (BST) Data Structure

A Binary Search tree (BST) is a data structure which has two children nodes attached to it, called left and right node. There is a special relation between the parent and left-right child.

Its a Binary Tree, but have relation maong values between parent and children as mentioned above.

Few Basics if Binary Search Tree:

  • Parent node value is greater than its left child
  • Right child has the greater value than parent
  • So, left node is the one having least value
  • Parent node can have minimum zero children or 2 children maximum.

Some Considerations

This data structure can be used at any place where you want to represent upto 2 children. This specialized version of Binary Tree is very helpful when you want to search nodes among the complete tree.

You can decide from the root node itself, whether your value to be search lies either on left side or right side.

Basic Data Structure

Lets look at the basic data structure to denote a Binary Tree.

public class Node {
  public int data;
  public Node left;
  public Node right;

  public Node(int data) {
    this.data = data;
    this.left = null;
    this.right = null;
  }
}

Above code is in Java. A tree node has three things:

  1. The data (It can be any data type, I have taken integer for simplicity)
  2. A pointer/reference to left child
  3. A pointer/reference to right child

Note the data type is same for left and right node.

Lets take a look at a representation of a Binary Tree:

        50
      /    \
    20      90
  /    \      \
10     30      100

Create Sample Binary Search Tree with code

Lets see a small code on how we can create above tree with the class Node data structure.

public Node buildSampleTree() {
  Node root = new Node(50);
  root.left = new Node(20);
  root.right = new Node(90);
  
  root.left.left = new Node(10);
  root.left.right = new Node(30);
  
  root.right.right = new Node(100);
  
  return root;
}

Related Posts

Binary Tree Data Structure

Binary Tree Data Structure

A Binary tree is a data structure which has two children nodes attached to it…

Determine if a string has all unique characters

Determine if a string has all unique characters

Problem Implement an algorithm to determine if a string has all the characters…

How to calculate First Common Ancestor of two Nodes in Binary Tree

How to calculate First Common Ancestor of two Nodes in Binary Tree

First try to understand question. Its a binary tree, not a binary search tree…

How to calculate angle between hour and minute hand, given a time

How to calculate angle between hour and minute hand, given a time

This problem is a simple mathematical calculation. Lets start deriving some…

Leetcode Solution - Best Time to Buy and Sell Stock

Leetcode Solution - Best Time to Buy and Sell Stock

Problem Statement You are given an array prices where prices[i] is the price of…

Graph Topological Sorting - Build System Order Example

Graph Topological Sorting - Build System Order Example

Graph Topological Sorting This is a well known problem in graph world…

Latest Posts

Claude Code Skills — Build a Better Engineering Workflow with AI-Powered Code Reviews, Security Scans, and More

Claude Code Skills — Build a Better Engineering Workflow with AI-Powered Code Reviews, Security Scans, and More

Most developers use Claude Code like a search engine — ask a question, get an…

Building an AI Voicebot for Visitor Check-In — A Practical Guide to Handling the Messy Parts

Building an AI Voicebot for Visitor Check-In — A Practical Guide to Handling the Messy Parts

Every office lobby has the same problem: a visitor walks in, nobody’s at the…

Server Security Best Practices — Complete Hardening Guide for Production Systems

Server Security Best Practices — Complete Hardening Guide for Production Systems

Every breach post-mortem tells the same story: an unpatched service, a…

Staff Engineer Study Plan for MAANG Interviews — The Complete 12-Week Roadmap

Staff Engineer Study Plan for MAANG Interviews — The Complete 12-Week Roadmap

If you’re a Senior Engineer (L5) preparing for Staff (L6+) roles at MAANG…

XSS and CSRF Explained — The Complete Guide with Real Attack Examples and Defenses

XSS and CSRF Explained — The Complete Guide with Real Attack Examples and Defenses

XSS and CSRF have been in the OWASP Top 10 for over a decade. They’re among the…

OWASP Top 10 (2021) — Every Vulnerability Explained with Code

OWASP Top 10 (2021) — Every Vulnerability Explained with Code

The OWASP Top 10 is the industry standard for web application security risks. If…