# Write a Python program to sort unsorted numbers using Random Pivot Quick Sort. Picks the random index as the pivot.  
 #Ref.https://bit.ly/3pl5kyn
import random


def partition(A, left_index, right_index):
    pivot = A[left_index]
    i = left_index + 1
    for j in range(left_index + 1, right_index):
        if A[j] < pivot:
            A[j], A[i] = A[i], A[j]
            i += 1
    A[left_index], A[i - 1] = A[i - 1], A[left_index]
    return i - 1
def quick_sort_random(A, left, right):
    if left < right:
        pivot = random.randint(left, right - 1)
        A[pivot], A[left] = (
            A[left],
            A[pivot],
        )  # switches the pivot with the left most bound
        pivot_index = partition(A, left, right)
        quick_sort_random(
            A, left, pivot_index
        )  # recursive quicksort to the left of the pivot point
        quick_sort_random(
            A, pivot_index + 1, right
        )  # recursive quicksort to the right of the pivot point
nums = [4, 3, 5, 1, 2]
print("\nOriginal list:")
print(nums)
print("After applying Random Pivot Quick Sort the said list becomes:")
quick_sort_random(nums, 0, len(nums))
print(nums)
nums = [5, 9, 10, 3, -4, 5, 178, 92, 46, -18, 0, 7]
print("\nOriginal list:")
print(nums)
print("After applying Random Pivot Quick Sort the said list becomes:")
quick_sort_random(nums, 0, len(nums))
print(nums)
nums = [1.1, 1, 0, -1, -1.1, .1]
print("\nOriginal list:")
print(nums)
print("After applying Random Pivot Quick Sort the said list becomes:")
quick_sort_random(nums, 0, len(nums))
print(nums)
nums = [1.1, 1, 0, -1, -1.1, .1]
print("\nOriginal list:")
print(nums)
print("After applying Random Pivot Quick Sort the said list becomes:")
quick_sort_random(nums, 1, len(nums))
print(nums)
nums = ['z','a','y','b','x','c']
print("\nOriginal list:")
print(nums)
print("After applying Random Pivot Quick Sort the said list becomes:")
quick_sort_random(nums, 0, len(nums))
print(nums)
nums = ['z','a','y','b','x','c']
print("\nOriginal list:")
print(nums)
print("After applying Random Pivot Quick Sort the said list becomes:")
quick_sort_random(nums, 2, len(nums))
print(nums)
