
from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters






def   lowerCamelCase__							(					)      ->   int:
   _A:  List[Any]					=       {
       '''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],
   }
   _A:  str					=       Dataset.from_dict(a      )
   return dataset






class UpperCAmelCase   (						SCREAMING_SNAKE_CASE__   ):





   '''simple docstring'''


   def  __magic_name__				(					self     :							Tuple     ):

      """simple docstring"""
      _A:  str					=       get_dataset()
      _A:  List[Any]					=       make_duplicate_clusters(lowerCAmelCase_			,			0.85     )
      self.assertEqual(len(duplicate_clusters[0]     )			,			2     )


   def  __magic_name__				(					self     :							Union[str, Any]     ):

      """simple docstring"""
      _A:  Tuple					=       get_dataset()
      _A			,  _A:  Union[str, Any]					=       deduplicate_dataset(lowerCAmelCase_     )
      self.assertEqual(len(lowerCAmelCase_     )			,			2     )
      print(lowerCAmelCase_     )
      self.assertEqual(duplicate_clusters[0][0]['''copies''']			,			2     )
      self.assertEqual(duplicate_clusters[0][0]['''is_extreme''']			,			lowerCAmelCase_     )





from __future__ import annotations






class UpperCAmelCase   :





   '''simple docstring'''


   def __init__(					self     :							Optional[Any]			,			lowerCAmelCase_     :							int     ):

      """simple docstring"""
      _A:  List[str]					=       data
      _A:  Node | None					=       None
      _A:  Node | None					=       None






def   lowerCamelCase__							(					a      )      ->   None:  # In Order traversal of the tree
   if tree:
      display(tree.left      )
      print(tree.data      )
      display(tree.right      )






def   lowerCamelCase__							(					a      )      ->   int:
   return 1 + max(depth_of_tree(tree.left      )		,		depth_of_tree(tree.right      )      ) if tree else 0






def   lowerCamelCase__							(					a      )      ->   bool:
   if not tree:
      return True
   if tree.left and tree.right:
      return is_full_binary_tree(tree.left      ) and is_full_binary_tree(tree.right      )
   else:
      return not tree.left and not tree.right






def   lowerCamelCase__							(					)      ->   None:  # Main function for testing.
   _A:  Optional[int]					=       Node(1      )
   _A:  int					=       Node(2      )
   _A:  str					=       Node(3      )
   _A:  Union[str, Any]					=       Node(4      )
   _A:  Dict					=       Node(5      )
   _A:  int					=       Node(6      )
   _A:  Optional[Any]					=       Node(7      )
   _A:  List[str]					=       Node(8      )
   _A:  int					=       Node(9      )

   print(is_full_binary_tree(a      )      )
   print(depth_of_tree(a      )      )
   print('''Tree is: '''      )
   display(a      )


if __name__ == "__main__":
   main()



