""" Hey, we are going to find an exciting number called Catalan number which is use to find the number of possible binary search trees from tree of a given number of nodes. We will use the formula: t(n) = SUMMATION(i = 1 to n)t(i-1)t(n-i) Further details at Wikipedia: https://en.wikipedia.org/wiki/Catalan_number """ """ Our Contribution: Basically we Create the 2 function: 1. catalan_number(node_count: int) -> int Returns the number of possible binary search trees for n nodes. 2. binary_tree_count(node_count: int) -> int Returns the number of possible binary trees for n nodes. """ def binomial_coefficient(n: int, k: int) -> int: """ Since Here we Find the Binomial Coefficient: https://en.wikipedia.org/wiki/Binomial_coefficient C(n,k) = n! / k!(n-k)! :param n: 2 times of Number of nodes :param k: Number of nodes :return: Integer Value >>> binomial_coefficient(4, 2) 6 """ result = 1 # To kept the Calculated Value # Since C(n, k) = C(n, n-k) k = min(k, n - k) # Calculate C(n,k) for i in range(k): result *= n - i result //= i + 1 return result def catalan_number(node_count: int) -> int: """ We can find Catalan number many ways but here we use Binomial Coefficient because it does the job in O(n) return the Catalan number of n using 2nCn/(n+1). :param n: number of nodes :return: Catalan number of n nodes >>> catalan_number(5) 42 >>> catalan_number(6) 132 """ return binomial_coefficient(2 * node_count, node_count) // (node_count + 1) def factorial(n: int) -> int: """ Return the factorial of a number. :param n: Number to find the Factorial of. :return: Factorial of n. >>> import math >>> all(factorial(i) == math.factorial(i) for i in range(10)) True >>> factorial(-5) # doctest: +ELLIPSIS Traceback (most recent call last): ... ValueError: factorial() not defined for negative values """ if n < 0: raise ValueError("factorial() not defined for negative values") result = 1 for i in range(1, n + 1): result *= i return result def binary_tree_count(node_count: int) -> int: """ Return the number of possible of binary trees. :param n: number of nodes :return: Number of possible binary trees >>> binary_tree_count(5) 5040 >>> binary_tree_count(6) 95040 """ return catalan_number(node_count) * factorial(node_count) if __name__ == "__main__": node_count = int(input("Enter the number of nodes: ").strip() or 0) if node_count <= 0: raise ValueError("We need some nodes to work with.") print( f"Given {node_count} nodes, there are {binary_tree_count(node_count)} " f"binary trees and {catalan_number(node_count)} binary search trees." )