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example.py
# AI explains this code:
def fibonacci(n):
    if n <= 1:
        return n
    else:
        return fibonacci(n-1) + fibonacci(n-2)

This recursive function calculates Fibonacci numbers by summing the two preceding numbers until reaching the base case of n ≤ 1.

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Example Explanations

See how CodeLens AI demystifies complex code

# QuickSort implementation
def quicksort(arr):
    if len(arr) <= 1:
        return arr
    pivot = arr[len(arr) // 2]
    left = [x for x in arr if x < pivot]
    middle = [x for x in arr if x == pivot]
    right = [x for x in arr if x > pivot]
    return quicksort(left) + middle + quicksort(right)

Explanation:

This implements the QuickSort algorithm, which sorts an array by:

  1. Selecting a 'pivot' element from the middle of the array
  2. Partitioning the array into elements less than, equal to, and greater than the pivot
  3. Recursively sorting the left and right partitions
  4. Combining the sorted partitions with the pivot elements
// Debounce function
function debounce(func, timeout = 300) {
    let timer;
    return (...args) => {
        clearTimeout(timer);
        timer = setTimeout(() => { 
            func.apply(this, args); 
        }, timeout);
    };
}

Explanation:

This debounce function:

  1. Takes a function and delay time as inputs
  2. Returns a new function that delays invoking the original
  3. Clears any pending timeout each time it's called
  4. Only executes the original function after the specified delay when calls stop

Commonly used for search inputs or resize events to improve performance.

// Singleton pattern
public class Singleton {
    private static Singleton instance;
    
    private Singleton() {}
    
    public static Singleton getInstance() {
        if (instance == null) {
            instance = new Singleton();
        }
        return instance;
    }
}

Explanation:

This Java class implements the Singleton pattern which:

  1. Has a private constructor to prevent direct instantiation
  2. Maintains a single static instance of itself
  3. Provides a public static method to access the instance
  4. Creates the instance only when first requested (lazy initialization)

Ensures only one instance exists throughout the application.

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