Uh oh!
There was an error while loading.Please reload this page.
- Notifications
You must be signed in to change notification settings - Fork5.7k
Implement sliding window algorithms for fixed and dynamic sizes with tests#1765
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to ourterms of service andprivacy statement. We’ll occasionally send you account related emails.
Already on GitHub?Sign in to your account
Open
Kesavan-77 wants to merge2 commits intoTheAlgorithms:masterChoose a base branch fromKesavan-77:master
base:master
Could not load branches
Branch not found:{{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline, and old review comments may become outdated.
Uh oh!
There was an error while loading.Please reload this page.
Open
Changes fromall commits
Commits
Show all changes
2 commits Select commitHold shift + click to select a range
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Uh oh!
There was an error while loading.Please reload this page.
Jump to
Jump to file
Failed to load files.
Loading
Uh oh!
There was an error while loading.Please reload this page.
Diff view
Diff view
There are no files selected for viewing
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
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 +1,21 @@ | ||
/** | ||
* Function to find the longest subarray with a sum <= target. | ||
* | ||
* @param {number[]} arr - The input array of numbers. | ||
* @param {number} target - The target sum for the dynamic window. | ||
* @returns {number} - The length of the longest subarray with a sum <= target. | ||
*/ | ||
export function longestSubarrayWithSumAtMost(arr, target) { | ||
let maxLength = 0 | ||
let windowSum = 0 | ||
let left = 0 | ||
for (let right = 0; right < arr.length; right++) { | ||
windowSum += arr[right] | ||
while (windowSum > target) { | ||
windowSum -= arr[left] | ||
left++ | ||
} | ||
maxLength = Math.max(maxLength, right - left + 1) | ||
} | ||
return maxLength | ||
} |
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 +1,26 @@ | ||
/** | ||
* Function to find the maximum sum of a subarray of fixed size k. | ||
* | ||
* @param {number[]} arr - The input array of numbers. | ||
* @param {number} k - The fixed size of the subarray. | ||
* @returns {number} - The maximum sum of any subarray of size k. | ||
* @throws {RangeError} - If k is larger than the array length or less than 1. | ||
*/ | ||
export function maxSumSubarrayFixed(arr, k) { | ||
if (k > arr.length || k < 1) { | ||
throw new RangeError( | ||
'Subarray size k must be between 1 and the length of the array' | ||
) | ||
} | ||
let maxSum = 0 | ||
let windowSum = 0 | ||
for (let i = 0; i < k; i++) { | ||
windowSum += arr[i] | ||
} | ||
maxSum = windowSum | ||
for (let i = k; i < arr.length; i++) { | ||
windowSum += arr[i] - arr[i - k] | ||
maxSum = Math.max(maxSum, windowSum) | ||
} | ||
return maxSum | ||
} |
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 +1,24 @@ | ||
import { longestSubarrayWithSumAtMost } from '../LongestSubarrayWithSumAtMost' | ||
describe('Dynamic-size Sliding Window - longestSubarrayWithSumAtMost', () => { | ||
it('should return the longest subarray length with sum <= target', () => { | ||
const arr = [1, 2, 3, 4, 5] | ||
const target = 7 | ||
const result = longestSubarrayWithSumAtMost(arr, target) | ||
expect(result).toBe(3) | ||
}) | ||
it('should return the full array length if the entire sum is within the target', () => { | ||
const arr = [1, 1, 1, 1] | ||
const target = 4 | ||
const result = longestSubarrayWithSumAtMost(arr, target) | ||
expect(result).toBe(4) | ||
}) | ||
it('should return 0 if no subarray meets the sum condition', () => { | ||
const arr = [5, 6, 7] | ||
const target = 3 | ||
const result = longestSubarrayWithSumAtMost(arr, target) | ||
expect(result).toBe(0) | ||
}) | ||
}) |
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 +1,22 @@ | ||
import { maxSumSubarrayFixed } from '../MaxSumSubarrayFixed' | ||
describe('Fixed-size Sliding Window - maxSumSubarrayFixed', () => { | ||
it('should return the maximum sum of a subarray of size k', () => { | ||
const arr = [2, 1, 5, 1, 3, 2] | ||
const k = 3 | ||
const result = maxSumSubarrayFixed(arr, k) | ||
expect(result).toBe(9) | ||
}) | ||
it('should throw a RangeError if k is larger than the array length', () => { | ||
const arr = [2, 1, 5] | ||
const k = 4 | ||
expect(() => maxSumSubarrayFixed(arr, k)).toThrow(RangeError) | ||
}) | ||
it('should throw a RangeError if k is less than 1', () => { | ||
const arr = [2, 1, 5] | ||
const k = 0 | ||
expect(() => maxSumSubarrayFixed(arr, k)).toThrow(RangeError) | ||
}) | ||
}) |
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.