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# 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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# 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:
- Selecting a 'pivot' element from the middle of the array
- Partitioning the array into elements less than, equal to, and greater than the pivot
- Recursively sorting the left and right partitions
- 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:
- Takes a function and delay time as inputs
- Returns a new function that delays invoking the original
- Clears any pending timeout each time it's called
- 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:
- Has a private constructor to prevent direct instantiation
- Maintains a single static instance of itself
- Provides a public static method to access the instance
- Creates the instance only when first requested (lazy initialization)
Ensures only one instance exists throughout the application.
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