avl-treemap

TreeMap-js

A TypeScript/Javascript implementation of a binary tree map.

Package Objective

The TreeMap class merges the functionality of key=>value pairs with the sorting power of an AVL Tree. An AVL Tree is a derivative of the Binary Search Tree (BST) which self-balances its subtrees to achieve reliable O(log n) on the core lookup, insertion, & deletion functions.

At any one time, the heights of the two child subtrees of any node differ by at most 1 due to rebalancing that occurs upon insertion & deletion when the tree becomes unbalanced. The AVL data structure was designed and named after the inventors Georgy Adelson-Velsky & Evgenii Landis.

This TreeMap class uses the object compare() method to sort the LeafNode keys upon insertion. The associated value in the key-value pair is stored in the same node as its key via add(key, value) function.

The TreeMap is implemented to support generic types provided at the new construction of the TreeMap object. See the constructor() function for examples.

The class provides default a compare() function to sort keys of either typeof number or typeof string. See the compare() function for further explanation. You must override this function to specify a different ordering scheme or handle different typeof key sorting. Ordering schemes & sort will effect how nodes are searched and ordered when extracted from the data structure. For the best performance, using a key with typeof number is the fastest, then typeof string, and lastly a custom object comparator. With this in mind, if you are attempting to sort lots of objects, you should extract/derive an unique numeric id or string UUID as the key to the key=>value pair that you insert into the tree where your value is the object you are attempting to sort and store.

How to use

1. Install

npm install --save avl-treemap

2. Import & intialize

import { TreeMap } from "avl-treemap"; // es6 import example

const treemap = new TreeMap(); // JavaScript

// TypeScript generic construction
const treemap = new TreeMap<string, unknown>();

3. Common Uses

1. Event Handling msTimestamp => Event:{ ... }

2. Quick alphabetical sorting via insertion sort

4. Special Config

Change the default behavior of keys(), values(), allEntries() to a desired search algorithm via provided Treemap.defaultAlgorithm attribute. DEFAULT: Depth-First Search (DFS)

import { TreeMap, TreeAlgorithm } from "avl-treemap";

const treemap = new TreeMap(); // Algorithm is DFS [DEFAULT]

// Change to Breadth-First Search (BFS)
treemap.defaultAlgorithm = TreeAlgorithm.BFS;

API

API

User examples of the API can be found in the unit test file treemap.test.ts.

ENUM TreeAlgorithm

Defined constanjs to define supported search algorithms for traversing a binary tree.

ENUM TreeAlgorithm.DFS

ENUM TreeAlgorithm.BFS

TreeMap

defaultAlgorithm: TreeAlgorithm

Enum to specify which search algorithm to use by default in methods. See TreeAlgorithm for possible values.

constructor(): new TreeMap

Creates a new TreeMap object with 0 nodes. Initializes with DFS as the defaultAlgorithm.

Example use:

// 1. Explicit type mapping
const numbertree = new TreeMap<number, unknown>();

// 2. Dynamic type mapping
const key: string = "alphanumeric";
const data: number = 1;
const treemap = new TreeMap<typeof key, typeof data>();

first(): T | false

Finds the value of the first key in the dataset determined by the depth-first search algorithm

firstKey(): K | false

Finds the first key in the dataset determined via the depth-first search algorithm

last(): T | false

Finds the value with the last key in the dataset determined by the depth-first search algorithm

lastKey(): K | false

Finds the last key in the dataset determined via the depth-first search algorithm

fetch(key: K): T | null

Finds the value/data of the key=>value pair contained in the tree's nodes which matches the specified key. Function returns the data stored by the specified key or NULL if the key is not found.

isKey(key: K): boolean

Determines if a specified key is in the TreeMap. The function returns True if key exists, otherwise False.

keys(): K[]

Returns all keys in the TreeMap according to the set defaultAlgorithm.

dfsKeys(): K[]

Returns all keys in the TreeMap defined by a Depth-First Search regardless of the value of treemap.defaultAlgorithm.

bfsKeys(): K[]

Returns all keys in the TreeMap defined by a Breadth-First Search regardless of the value of treemap.defaultAlgorithm.

values(): T[]

Returns all values in the TreeMap according to the order of keys found via the set defaultAlgorithm.

dfsValues(): T[]

Returns all values in the TreeMap defined by a Depth-First Search of the associated keys regardless of the value of treemap.defaultAlgorithm.

bfsValues(): T[]

Returns all values in the TreeMap defined by a Breadth-First Search of the associated keys regardless of the value of treemap.defaultAlgorithm.

allEntries(): [K, T][]

Returns all key-value pairs as an entry [key, value] according to the order of keys found via the set defaultAlgorithm.

dfsEntries(): [K, T][]

Returns all key-value pairs as an entry [key, value] according to the order of a Depth-First Search, regardless of the value of treemap.defaultAlgorithm.

bfsEntries(): [K, T][]

Returns all key-value pairs as an entry [key, value] according to the order of a Breadth-First Search, regardless of the value of treemap.defaultAlgorithm.

size(): number

Counts and returns the number of nodes in the TreeMap. An empty map will return 0.

height(): number

Counts and returns the number of layers in the TreeMap. An empty map will return 0.

add(key: K, value: T): TreeMap<K, T>

Creates and inserts a key=>value node into the TreeMap. The function returns this TreeMap instance for function chaining if desired.

merge(tree: TreeMap<K, T>): TreeMap<K, T> | false

Merges 2 TreeMaps into 1. All nodes in the tree parameter are incrementally extracted and inserted into the current TreeMap instance. If successful, The function returns this adjusted TreeMap instance for function chaining, or False on failure

WARNING: Node keys in the provided tree that match keys in this tree will be overwritten with the data in the provided tree.

remove(key: K): T | false

Removes a node and returns the associated data based on a given key. Returns false if key is not found.

removeAll(): TreeMap<K, T>

Quickly removes all nodes & values from TreeMap. The function returns this TreeMap instance for function chaining if desired.

dfTraversal<R>(nodeHandlerFn: (this: TreeMap<K, T>, head: LeafNode<K, T>, visited: R[]) => void): R[]

Performs a Depth-First traversal across the TreeMap and perform a custom programable operation as each node is visited.

To interrupt and return from the DFS with the data collected, the nodeHanlderFn can throw a StopSearchException which will be caught by this function and the persistent array of collected data returned.

For Typescript, the generic type R should be provided to define the type of the objects that exist in the array that will be returned from this function. It is guaranteed to be an array by this function definition.

The nodeHandlerFn will be called when each node is visited. It is passed the current node and the persistent array that can store data between each function call each. The persistent array visited is returned after the last node is visited or when a StopSearchException has been thrown.

const treemap = new TreeMap<number, string>();
[
  [1, "one"],
  [2, "two"],
  [3, "three"]
].forEach(([key, data]) => {
  customTMap.add(key, data);
});

// Extract data from only odd keys via DFS
const result = treemap.dfTraversal<string>((node, captureArray) => {
  if (node.key % 2 === 1) {
    captureArray.push(node.data);
  }
});
console.log(result); // [ "one", "three" ]

bfTraversal<R>(nodeHandlerFn: (this: TreeMap<K, T>, currentNode: LeafNode<K, T>, visited: R[], depth: number) => void): R[]

Performs a Breadth-First traversal across the TreeMap and perform a custom programable operation as each node is visited.

To interrupt and return from the BFS with the data collected, the nodeHanlderFn can throw a StopSearchException which will be caught by this function and the persistent array of collected data returned.

For Typescript, the generic type R should be provided to define the type of the objects that exist in the array that will be returned from this function. It is guaranteed to be an array by this function definition.

The nodeHandlerFn will be called when each node is visited. It is passed the current node and the persistent array that can store data between each function call each. The persistent array visited is returned after the last node is visited or when a StopSearchException has been thrown.

const treemap = new TreeMap<number, string>();
[
  [3, "three"],
  [1, "one"],
  [2, "two"],
  [4, "four"]
].forEach(([key, data]) => {
  customTMap.add(key, data);
});

// Extract data from only even keys via BFS
const result = treemap.bfTraversal<string>((node, captureArray) => {
  if (node.key % 2 === 0) {
    captureArray.push(node.data);
  }
});
console.log(result); // [ "four", "two" ]

subtree(start: K): TreeMap<K, T> | false

Takes a specific key and creates a shallow cloned subtree of that portion of the tree. The new TreeMap will have a root node of the node found from the provided and all of its descendants. It will also duplicate the original configuration of the parent tree. See sliceTree() for details.

WARNING: This is a shallow copy of the descendents, it is up to the user to remove the reference in the parent tree to this subtree.

The function returns False if the key provided was not found.

compare(this: void, node1: LeafNode<K, T>, node2: LeafNode<K, T | null>): -1 | 0 | 1

Defines the sorting algorithm for nodes in this BST. This is expected to be overriden by a users implementation unless they want to use the default ascending numberic sorting or ascending ASCII string sort (0,1,2,...n || a,b,c,...z). Keys that are strings of numberic values will be converted to numbers for comparison if they are both numeric.

If not overridden, this function passes the nodes off to the generic static comparison function of the TreeMap class to perform the default action

If this function is overridden, it must return -1 || 0 || 1 to indicate to the tree sorting algorithm whether to replace the current node, or which side should it continue to traverse (-1 = left, 1 = right).

• @param node1 base node in which to determine current position in tree
• @param node2 node being evaluated for if it should be in front(left) or behind(right) the base node
• @returns -1 if node2 should be in to the left of node1, +1 if on the right, or 0 if keys are equal

// Example
const customTMap = new TreeMap<number, string>();

// Custom compare function (Descending Order)
customTMap.compare = function descOrder(node1, node2) {
  return node1.key > node2.key ? 1 : node1.key < node2.key ? -1 : 0;
};

// Load data
[
  [1, "one"],
  [2, "two"],
  [3, "three"]
].forEach(([key, data]) => {
  customTMap.add(key, data);
});

console.log(customTMap.dfsKeys()); // [ 3, 2, 1 ]

toString(): string

Converts TreeMap to human readable representation. Returns a string in the format:

"TreeMap:{ root:[key=value], dfs:[[key, data], entryN, ...] }"

print(): void

Prints the serialized version of this TreeMap to console.

[INTERNAL] LeafNode

The internal generic class for defining a node within the binary tree. It maintains a key of generic type K, the associated data of type T, and the references to it's parent and descendents which are other LeafNodes within the tree similar to a Linked List Node.

StopSearchException

Exception to throw inside a custom traversal function to cause an interrupt that terminates the search algorithm and returns immediately. StopSearchException extends the built-in Error class.

constructor(message?: string): new StopSearchException

Creates a new StopSearchException object. If a message is provided it will be passed to the Error superclass upon instantiation. The message currently has no effect or use.

Examples:

// 1. No message (default returns Exception name)
throw new StopSearchException();

// 2. Custom message
throw new StopSearchException("Custom Message");

Vulnerability Report

Vulnerability	PKG	Category	In Production Pkg?	Notes
RegExp DoS	trim@<0.0.3	High	No (DevDependency/Linter)	waiting for remark-parse@9 release, owner will not patch v8.0.3

Contributors

PR's & Issue contributions welcome! Please adhere to contributing guidelines or your submission will be closed.

Check out my other projects at @codejedi365 on GitHub.com

Changelog

[v1.0.2] - 2021-08-28

• Initial creation of project & base implementation