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Diffstat (limited to 'users/wpcarro/scratch/data_structures_and_algorithms/bst-checker.py')
-rw-r--r-- | users/wpcarro/scratch/data_structures_and_algorithms/bst-checker.py | 121 |
1 files changed, 121 insertions, 0 deletions
diff --git a/users/wpcarro/scratch/data_structures_and_algorithms/bst-checker.py b/users/wpcarro/scratch/data_structures_and_algorithms/bst-checker.py new file mode 100644 index 000000000000..689be97a8503 --- /dev/null +++ b/users/wpcarro/scratch/data_structures_and_algorithms/bst-checker.py @@ -0,0 +1,121 @@ +import unittest + + +################################################################################ +# Implementation +################################################################################ +# is_leaf :: Node(a) -> Boolean +def is_leaf(node): + return not node.left and not node.right + + +# is_binary_search_tree :: Node(Integer) -> Set(Int) -> Set(Int) -> Boolean +def is_binary_search_tree_a(node, la=set(), ra=set()): + """My first solution for this problem.""" + for x in la: + if not node.value < x: + return False + for x in ra: + if not node.value > x: + return False + if is_leaf(node): + return True + elif not node.left: + return is_binary_search_tree( + node.right, + la=la, + ra=ra ^ {node.value}, + ) + elif not node.right: + return is_binary_search_tree(node.left, la=la ^ {node.value}, ra=ra) + else: + return all([ + is_binary_search_tree(node.left, la=la ^ {node.value}, ra=ra), + is_binary_search_tree(node.right, la=la, ra=ra ^ {node.value}) + ]) + + +# is_binary_search_tree :: Node(Int) -> Maybe(Int) -> Maybe(Int) -> Boolean +def is_binary_search_tree(node, lb=None, ub=None): + if lb: + if node.value < lb: + return False + if ub: + if node.value > ub: + return False + if is_leaf(node): + return True + elif not node.right: + return is_binary_search_tree(node.left, lb=lb, ub=node.value) + elif not node.left: + return is_binary_search_tree(node.right, lb=node.value, ub=ub) + else: + return is_binary_search_tree( + node.left, lb=lb, ub=node.value) and is_binary_search_tree( + node.right, lb=node.value, ub=ub) + + +################################################################################ +# Tests +################################################################################ +class Test(unittest.TestCase): + class BinaryTreeNode(object): + def __init__(self, value): + self.value = value + self.left = None + self.right = None + + def insert_left(self, value): + self.left = Test.BinaryTreeNode(value) + return self.left + + def insert_right(self, value): + self.right = Test.BinaryTreeNode(value) + return self.right + + def test_valid_full_tree(self): + tree = Test.BinaryTreeNode(50) + left = tree.insert_left(30) + right = tree.insert_right(70) + left.insert_left(10) + left.insert_right(40) + right.insert_left(60) + right.insert_right(80) + result = is_binary_search_tree(tree) + self.assertTrue(result) + + def test_both_subtrees_valid(self): + tree = Test.BinaryTreeNode(50) + left = tree.insert_left(30) + right = tree.insert_right(80) + left.insert_left(20) + left.insert_right(60) + right.insert_left(70) + right.insert_right(90) + result = is_binary_search_tree(tree) + self.assertFalse(result) + + def test_descending_linked_list(self): + tree = Test.BinaryTreeNode(50) + left = tree.insert_left(40) + left_left = left.insert_left(30) + left_left_left = left_left.insert_left(20) + left_left_left.insert_left(10) + result = is_binary_search_tree(tree) + self.assertTrue(result) + + def test_out_of_order_linked_list(self): + tree = Test.BinaryTreeNode(50) + right = tree.insert_right(70) + right_right = right.insert_right(60) + right_right.insert_right(80) + result = is_binary_search_tree(tree) + self.assertFalse(result) + + def test_one_node_tree(self): + tree = Test.BinaryTreeNode(50) + result = is_binary_search_tree(tree) + self.assertTrue(result) + + +unittest.main(verbosity=2) |