Subarray Sum Visualizer with Animation

560. Subarray Sum Equals K

Given an array of integers nums and an integer k, return the total number of subarrays whose sum equals to k.

A subarray is a contiguous non-empty sequence of elements within an array.

Example 1:

Input: nums = [1, 1, 1], k = 2

Output: 2

Example 2:

Input: nums = [1, 2, 3], k = 3

Output: 2

Constraints:

• 1 <=n ums.length <=2 * 10⁴
• -1000 <=n ums[i] <=1 000
• -10⁷ <=k <=1 0⁷

Difficulty: Medium | Topics: Arrays, Hashmaps

Enter the array of integers and a target sum (k). The visualizer will show how many subarrays sum up to k.

Array (comma separated): Target Sum (k):

Java Code: Subarray Sum Equals K

class Solution {
    public int subarraySum(int[] nums, int k) {
        Map<Integer, Integer> map = new HashMap<>();
        map.put(0, 1);
        int count = 0;
        int sum = 0;

        for(int num : nums) {
            sum += num;
            int diff = sum - k;
            if(map.containsKey(diff)) {
                count += map.get(diff);
            }
            map.put(sum, map.getOrDefault(sum, 0) + 1);
        }

        return count;
    }
}
        

LeetCode 75. Sort Colors: Dutch National Flag Problem Visualizer

75. Sort Colors: Dutch National Flag Problem Visualizer

Enter the array (only 0s, 1s, and 2s):

Understanding the Dutch National Flag Problem

The Dutch National Flag problem involves sorting an array containing three distinct values: 0 (red), 1 (white), and 2 (blue). The goal is to sort the array with all elements of the same color adjacent in the order red, white, and blue.

This visualization will help you understand how the sorting algorithm works, step by step:

• i (current): Tracks the current element being processed.
• j (left): Marks the position for the next red (0).
• k (right): Marks the position for the next blue (2).

Understanding Dependency Injection in Spring: A Simple Guide

When developing applications, it is typical for one class to rely on another for proper operation. For example, an automobile need an engine to operate. Managing these dependencies can be difficult, particularly as projects become larger and more complicated. This is where Spring's Dependency Injection (DI) comes to the rescue. 

 In this blog post, we'll explain what Dependency Injection is, why it's important, and how Spring uses it to make your code clearer and more maintainable.

What is Dependency Injection?

Think about Dependency Injection as ordering meals from a delivery service rather than cooking it yourself. You tell the service what you want, and it brings the food to you. Similarly, in software, when a class requires an object (such as a car requiring an engine), Dependency Injection provides that object to the class without the class having to construct or manage it.

Why Use Dependency Injection?

Without DI, a class would have to construct the objects it needs on its own, which might result in tightly coupled code. Tight coupling makes code difficult to alter, test, and maintain. Using Dependency Injection allows Spring to handle the construction of objects, which has various advantages:

• Loose Coupling: The class doesn't need to know how the object it depends on is created.
• Easy Testing: You can easily swap out real objects with mock ones during testing.
• Better Code Organization: It keeps your code more modular and maintainable.

How Does Spring Handle Dependency Injection?

Spring handles an application's dependencies by injecting objects as needed. This can be accomplished in a variety of methods, but the most prevalent are constructor injection and setter injection.

Let us break it down with a simple example.

Imagine you're building an automobile. The car requires an engine to function, but rather than the car producing the engine itself, Spring takes care of it and "injects" it when the car is built.

Example:

class Engine {
    public void start() {
        System.out.println("Engine started");
    }
}
class Car {
    private Engine engine;
    // Engine is injected through the constructor
    public Car(Engine engine) {
        this.engine = engine;
    }
    public void drive() {
        engine.start();
        System.out.println("Car is driving");
    }
}

In this example:

• The Car class depends on the Engine class.

• Instead of the Car creating the Engine object itself, it receives (or has injected) an Engine object when it's created.

Spring handles the injection process for you, so you don't have to worry about the specifics of constructing and managing the Engine. You simply tell Spring what you require, and it supplies it when the application executes.

Conclusion

Dependency Injection is a key element that contributes to Spring's power and flexibility. Allowing Spring to manage your application's dependencies can help you keep your code clean, modular, and easy to maintain. Whether you're working on a tiny project or a large-scale enterprise program, DI can help you write better, more maintainable code.

Stay tuned for additional information on how Spring makes development easier!

About Pascal's Triangle

Pascal's Triangle is a triangular array of binomial coefficients. Each number is the sum of the two numbers directly above it. Named after Blaise Pascal, this triangle has applications in algebra, probability, and combinatorics.

Uses: It's useful for calculating coefficients in binomial expansions, combinatorial problems, and generating patterns.