'''simple docstring'''





from collections.abc import Iterable
from typing import Any




class 	__A				:



    def __init__(self   :   Tuple       ,      __a   :   int | None = None			):
         UpperCAmelCase_	   =       value
         UpperCAmelCase_	   =       None  # Added in order to delete a node easier
         UpperCAmelCase_	   =       None
         UpperCAmelCase_	   =       None






    def __repr__(self   :   Tuple			):
         from pprint import pformat

         if self.left is None and self.right is None:
              return str(self.value			)
         return pformat({f"""{self.value}""": (self.left, self.right)}       ,      indent=1			)




class 	__A				:



    def __init__(self   :   Any       ,      __a   :   Node | None = None			):
         UpperCAmelCase_	   =       root



    def __str__(self   :   int			):
         return str(self.root			)



    def  _lowercase						(self   :   int       ,      __a   :   Node       ,      __a   :   Node | None			):
         if new_children is not None:  # reset its kids
              UpperCAmelCase_	   =       node.parent
         if node.parent is not None:  # reset its parent
              if self.is_right(__a			):  # If it is the right children
                   UpperCAmelCase_	   =       new_children
              else:
                   UpperCAmelCase_	   =       new_children
         else:
              UpperCAmelCase_	   =       new_children



    def  _lowercase						(self   :   int       ,      __a   :   Node			):
         if node.parent and node.parent.right:
              return node == node.parent.right
         return False



    def  _lowercase						(self   :   List[Any]			):
         return self.root is None



    def  _lowercase						(self   :   Tuple       ,      __a   :   Any			):
         UpperCAmelCase_	   =       Node(__a			)  # create a new Node
         if self.empty():  # if Tree is empty
              UpperCAmelCase_	   =       new_node  # set its root
         else:  # Tree is not empty
              UpperCAmelCase_	   =       self.root  # from root
              if parent_node is None:
                   return
              while True:  # While we don't get to a leaf
                   if value < parent_node.value:  # We go left
                        if parent_node.left is None:
                             UpperCAmelCase_	   =       new_node  # We insert the new node in a leaf
                             break
                        else:
                             UpperCAmelCase_	   =       parent_node.left
                   else:
                        if parent_node.right is None:
                             UpperCAmelCase_	   =       new_node
                             break
                        else:
                             UpperCAmelCase_	   =       parent_node.right
              UpperCAmelCase_	   =       parent_node



    def  _lowercase						(self   :   List[Any]       ,      *__a   :   str			):
         for value in values:
              self.__insert(__a			)



    def  _lowercase						(self   :   Any       ,      __a   :   Optional[int]			):
         if self.empty():
              raise IndexError("Warning: Tree is empty! please use another."			)
         else:
              UpperCAmelCase_	   =       self.root
              # use lazy evaluation here to avoid NoneType Attribute error
              while node is not None and node.value is not value:
                   UpperCAmelCase_	   =       node.left if value < node.value else node.right
              return node



    def  _lowercase						(self   :   Dict       ,      __a   :   Node | None = None			):
         if node is None:
              if self.root is None:
                   return None
              UpperCAmelCase_	   =       self.root

         if not self.empty():
              while node.right is not None:
                   UpperCAmelCase_	   =       node.right
         return node



    def  _lowercase						(self   :   Any       ,      __a   :   Node | None = None			):
         if node is None:
              UpperCAmelCase_	   =       self.root
         if self.root is None:
              return None
         if not self.empty():
              UpperCAmelCase_	   =       self.root
              while node.left is not None:
                   UpperCAmelCase_	   =       node.left
         return node



    def  _lowercase						(self   :   Optional[Any]       ,      __a   :   int			):
         UpperCAmelCase_	   =       self.search(__a			)  # Look for the node with that label
         if node is not None:
              if node.left is None and node.right is None:  # If it has no children
                   self.__reassign_nodes(__a       ,      __a			)
              elif node.left is None:  # Has only right children
                   self.__reassign_nodes(__a       ,      node.right			)
              elif node.right is None:  # Has only left children
                   self.__reassign_nodes(__a       ,      node.left			)
              else:
                   UpperCAmelCase_	   =       self.get_max(
                       node.left			)  # Gets the max value of the left branch
                   self.remove(tmp_node.value			)  # type: ignore
                   UpperCAmelCase_	   =       (
                       tmp_node.value  # type: ignore
                   )  # Assigns the value to the node to delete and keep tree structure



    def  _lowercase						(self   :   Tuple       ,      __a   :   Node | None			):
         if node is not None:
              yield node  # Preorder Traversal
              yield from self.preorder_traverse(node.left			)
              yield from self.preorder_traverse(node.right			)



    def  _lowercase						(self   :   List[str]       ,      __a   :   Any=None			):
         if traversal_function is None:
              return self.preorder_traverse(self.root			)
         else:
              return traversal_function(self.root			)



    def  _lowercase						(self   :   Any       ,      __a   :   list       ,      __a   :   Node | None			):
         if node:
              self.inorder(__a       ,      node.left			)
              arr.append(node.value			)
              self.inorder(__a       ,      node.right			)






    def  _lowercase						(self   :   Optional[int]       ,      __a   :   int       ,      __a   :   Node			):
         UpperCAmelCase_	   =       []
         self.inorder(__a       ,      __a			)  # append all values to list using inorder traversal
         return arr[k - 1]





def      lowerCAmelCase_    ( snake_case_	:			Node | None      )   ->				list[Node]:


     '''simple docstring'''




     UpperCAmelCase_	   =       []
     if curr_node is not None:
          UpperCAmelCase_	   =       postorder(curr_node.left      ) + postorder(curr_node.right      ) + [curr_node]
     return node_list





def      lowerCAmelCase_    ( )   ->				None:


     '''simple docstring'''




     UpperCAmelCase_	   =       (8, 3, 6, 1, 10, 14, 13, 4, 7)
     UpperCAmelCase_	   =       BinarySearchTree()
     for i in testlist:
          t.insert(snake_case_      )

     # Prints all the elements of the list in order traversal
     print(snake_case_      )

     if t.search(6      ) is not None:
          print("The value 6 exists"      )
     else:
          print("The value 6 doesn't exist"      )

     if t.search(-1      ) is not None:
          print("The value -1 exists"      )
     else:
          print("The value -1 doesn't exist"      )

     if not t.empty():
          print("Max Value: " ,   t.get_max().value      )  # type: ignore
          print("Min Value: " ,   t.get_min().value      )  # type: ignore

     for i in testlist:
          t.remove(snake_case_      )
          print(snake_case_      )


if __name__ == "__main__":
    import doctest

    doctest.testmod(verbose=True)





'''simple docstring'''





from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters





def      lowerCAmelCase_    ( )   ->				str:


     '''simple docstring'''




     UpperCAmelCase_	   =       {
         "repo_name": ["test_repo1", "test_repo2", "test_repo3"],
         "path": ["test_1.py", "test_2.py", "unit_test.py"],
         "content": ["a " * 20, "a " * 30, "b " * 7],
     }
     UpperCAmelCase_	   =       Dataset.from_dict(snake_case_      )
     return dataset






class 	__A				(			UpperCamelCase__     ):



    def  _lowercase						(self   :   str			):
         UpperCAmelCase_	   =       get_dataset()
         UpperCAmelCase_	   =       make_duplicate_clusters(__a       ,      0.85			)
         self.assertEqual(len(duplicate_clusters[0]			)       ,      2			)






    def  _lowercase						(self   :   Optional[Any]			):
         UpperCAmelCase_	   =       get_dataset()
         UpperCAmelCase_   ,			UpperCAmelCase_	   =       deduplicate_dataset(__a			)
         self.assertEqual(len(__a			)       ,      2			)
         print(__a			)
         self.assertEqual(duplicate_clusters[0][0]["copies"]       ,      2			)
         self.assertEqual(duplicate_clusters[0][0]["is_extreme"]       ,      __a			)




