FazBrowse GitHub Viewer | Trending |
URL:
| Home
Tools: [Download Repo ZIP]   [Original HTTPS Page]

feat: add Fenwick Tree implementation with tests by tanjumul · Pull Request #1897 · TheAlgorithms/JavaScript · GitHub

Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension .js  (2) All 1 file type selected
Viewed files
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Unified
Split
Hide whitespace
Diff view
Unified
Split
Hide whitespace
56 changes: 56 additions & 0 deletions Data-Structures/Tree/FenwickTree.js
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode characters
Original file line number Diff line number Diff line change
@@ -0,0 +1,56 @@
/**
* Time Complexity:
* Update: O(log n)
* Query: O(log n)
* Range Query: O(log n)
*
* Space Complexity: O(n)
*
*/

export default class FenwickTree {
constructor(size) {
this.size = size
this.tree = new Array(size + 1).fill(0)
}

static fromArray(arr) {
const ft = new FenwickTree(arr.length)
for (let i = 0; i < arr.length; i++) {
ft.update(i, arr[i])
}
return ft
}

update(index, delta) {
let i = index + 1
while (i <= this.size) {
this.tree[i] += delta
i += i & -i // Adding the lowest set bit
}
}

query(index) {
let i = index + 1
let sum = 0
while (i > 0) {
sum += this.tree[i]
i -= i & -i // Removing the lowest set bit
}
return sum
}

rangeQuery(left, right) {
if (left === 0) return this.query(right)
return this.query(right) - this.query(left - 1)
}

get(index) {
return this.rangeQuery(index, index)
}

set(index, value) {
const current = this.get(index)
this.update(index, value - current)
}
}
93 changes: 93 additions & 0 deletions Data-Structures/Tree/test/FenwickTree.test.js
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode characters
Original file line number Diff line number Diff line change
@@ -0,0 +1,93 @@
import FenwickTree from '../FenwickTree'

describe('Fenwick Tree', () => {
describe('Basic Operations', () => {
test('should handle point updates and prefix queries', () => {
const ft = new FenwickTree(5)
ft.update(0, 1)
ft.update(1, 2)
ft.update(2, 3)
ft.update(3, 4)
ft.update(4, 5)

expect(ft.query(0)).toBe(1)
expect(ft.query(1)).toBe(3)
expect(ft.query(2)).toBe(6)
expect(ft.query(3)).toBe(10)
expect(ft.query(4)).toBe(15)
})

test('should handle range queries', () => {
const ft = new FenwickTree(5)
ft.update(0, 10)
ft.update(1, 20)
ft.update(2, 30)
ft.update(3, 40)
ft.update(4, 50)

expect(ft.rangeQuery(1, 3)).toBe(90)
expect(ft.rangeQuery(0, 2)).toBe(60)
expect(ft.rangeQuery(2, 4)).toBe(120)
})
})

describe('Edge Cases', () => {
test('should handle empty tree', () => {
const ft = new FenwickTree(3)
expect(ft.query(0)).toBe(0)
expect(ft.query(1)).toBe(0)
expect(ft.query(2)).toBe(0)
})

test('should handle single element', () => {
const ft = new FenwickTree(1)
ft.update(0, 42)
expect(ft.query(0)).toBe(42)
expect(ft.rangeQuery(0, 0)).toBe(42)
})

test('should handle negative values', () => {
const ft = new FenwickTree(3)
ft.update(0, 5)
ft.update(1, -2)
ft.update(2, 3)

expect(ft.rangeQuery(0, 2)).toBe(6)
expect(ft.rangeQuery(0, 1)).toBe(3)
})
})

describe('Get and Set', () => {
test('should get value at specific index', () => {
const ft = new FenwickTree(3)
ft.update(0, 5)
ft.update(1, 10)
ft.update(2, 15)

expect(ft.get(0)).toBe(5)
expect(ft.get(1)).toBe(10)
expect(ft.get(2)).toBe(15)
})

test('should set value at specific index', () => {
const ft = new FenwickTree(3)
ft.update(0, 5)
ft.update(1, 10)
ft.update(2, 15)

ft.set(1, 20)
expect(ft.get(1)).toBe(20)
expect(ft.rangeQuery(0, 2)).toBe(40)
})
})

describe('Static Methods', () => {
test('should build from array', () => {
const arr = [1, 2, 3, 4, 5]
const ft = FenwickTree.fromArray(arr)

expect(ft.query(4)).toBe(15)
expect(ft.rangeQuery(1, 3)).toBe(9)
})
})
})
Loading

Back | FazBrowse Home | New Git URL