"""simple docstring"""




from collections.abc import Iterable
from typing import Any
class 			UpperCamelCase__:





						def __init__(				self						,__UpperCAmelCase = None   )    -> List[str]:
													A__		   =							value
													A__		   =							None  # Added in order to delete a node easier
													A__		   =							None
													A__		   =							None





						def __repr__(				self   )    -> Dict:
													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 			UpperCamelCase__:





						def __init__(				self						,__UpperCAmelCase = None   )    -> Tuple:
													A__		   =							root





						def __str__(				self   )    -> Tuple:
													return str(self.root   )





						def  snake_case__		(				self						,__UpperCAmelCase						,__UpperCAmelCase   )    -> Union[str, Any]:
													if new_children is not None:  # reset its kids
																				A__		   =							node.parent
													if node.parent is not None:  # reset its parent
																				if self.is_right(__UpperCAmelCase   ):  # If it is the right children
																											A__		   =							new_children
																				else:
																											A__		   =							new_children
													else:
																				A__		   =							new_children





						def  snake_case__		(				self						,__UpperCAmelCase   )    -> int:
													if node.parent and node.parent.right:
																				return node == node.parent.right
													return False





						def  snake_case__		(				self   )    -> Any:
													return self.root is None





						def  snake_case__		(				self						,__UpperCAmelCase   )    -> int:
													A__		   =							Node(__UpperCAmelCase   )  # create a new Node
													if self.empty():  # if Tree is empty
																				A__		   =							new_node  # set its root
													else:  # Tree is not empty
																				A__		   =							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:
																																									A__		   =							new_node  # We insert the new node in a leaf
																																									break
																																		else:
																																									A__		   =							parent_node.left
																											else:
																																		if parent_node.right is None:
																																									A__		   =							new_node
																																									break
																																		else:
																																									A__		   =							parent_node.right
																				A__		   =							parent_node





						def  snake_case__		(				self						,*__UpperCAmelCase   )    -> Optional[Any]:
													for value in values:
																				self.__insert(__UpperCAmelCase   )





						def  snake_case__		(				self						,__UpperCAmelCase   )    -> List[Any]:
													if self.empty():
																				raise IndexError('Warning: Tree is empty! please use another.'   )
													else:
																				A__		   =							self.root
																				# use lazy evaluation here to avoid NoneType Attribute error
																				while node is not None and node.value is not value:
																											A__		   =							node.left if value < node.value else node.right
																				return node





						def  snake_case__		(				self						,__UpperCAmelCase = None   )    -> List[str]:
													if node is None:
																				if self.root is None:
																											return None
																				A__		   =							self.root

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





						def  snake_case__		(				self						,__UpperCAmelCase = None   )    -> Optional[int]:
													if node is None:
																				A__		   =							self.root
													if self.root is None:
																				return None
													if not self.empty():
																				A__		   =							self.root
																				while node.left is not None:
																											A__		   =							node.left
													return node





						def  snake_case__		(				self						,__UpperCAmelCase   )    -> Union[str, Any]:
													A__		   =							self.search(__UpperCAmelCase   )  # 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(__UpperCAmelCase						,__UpperCAmelCase   )
																				elif node.left is None:  # Has only right children
																											self.__reassign_nodes(__UpperCAmelCase						,node.right   )
																				elif node.right is None:  # Has only left children
																											self.__reassign_nodes(__UpperCAmelCase						,node.left   )
																				else:
																											A__		   =							self.get_max(
																											    node.left   )  # Gets the max value of the left branch
																											self.remove(tmp_node.value   )  # type: ignore
																											A__		   =							(
																											    tmp_node.value  # type: ignore
																											)  # Assigns the value to the node to delete and keep tree structure





						def  snake_case__		(				self						,__UpperCAmelCase   )    -> Union[str, Any]:
													if node is not None:
																				yield node  # Preorder Traversal
																				yield from self.preorder_traverse(node.left   )
																				yield from self.preorder_traverse(node.right   )





						def  snake_case__		(				self						,__UpperCAmelCase=None   )    -> List[str]:
													if traversal_function is None:
																				return self.preorder_traverse(self.root   )
													else:
																				return traversal_function(self.root   )





						def  snake_case__		(				self						,__UpperCAmelCase						,__UpperCAmelCase   )    -> int:
													if node:
																				self.inorder(__UpperCAmelCase						,node.left   )
																				arr.append(node.value   )
																				self.inorder(__UpperCAmelCase						,node.right   )





						def  snake_case__		(				self						,__UpperCAmelCase						,__UpperCAmelCase   )    -> Optional[Any]:
													A__		   =							[]
													self.inorder(__UpperCAmelCase						,__UpperCAmelCase   )  # append all values to list using inorder traversal
													return arr[k - 1]






def      UpperCAmelCase    (		UpperCamelCase__ ):






							"""simple docstring"""





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






def      UpperCAmelCase    (		):






							"""simple docstring"""





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

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


if __name__ == "__main__":
				import doctest

				doctest.testmod(verbose=True)








# flake8: noqa
# Lint as: python3

from typing import Dict, List, Optional, Type

from .. import config
from ..utils import logging
from .formatting import (
    ArrowFormatter,
    CustomFormatter,
    Formatter,
    PandasFormatter,
    PythonFormatter,
    TensorFormatter,
    format_table,
    query_table,
)
from .np_formatter import NumpyFormatter


snake_case_			  = logging.get_logger(__name__)

snake_case_			  = {}
snake_case_			  = {}
snake_case_			  = {}

def 	snake_case__			(    SCREAMING_SNAKE_CASE_		:    type	,     SCREAMING_SNAKE_CASE_		:    Optional[str]	,     SCREAMING_SNAKE_CASE_		:    Optional[List[str]] = None	,     ):



     '''simple docstring'''





     lowercase__    :   Union[str, Any]      =       aliases if aliases is not None else []
     if format_type in _FORMAT_TYPES:
          logger.warning(
              f"""Overwriting format type '{format_type}' ({_FORMAT_TYPES[format_type].__name__} -> {formatter_cls.__name__})"""			)
     lowercase__    :   Any      =       formatter_cls
     for alias in set(aliases + [format_type]			):
          if alias in _FORMAT_TYPES_ALIASES:
               logger.warning(
                   f"""Overwriting format type alias '{alias}' ({_FORMAT_TYPES_ALIASES[alias]} -> {format_type})"""			)
          lowercase__    :   int      =       format_type

def 	snake_case__			(    SCREAMING_SNAKE_CASE_		:    Exception	,     SCREAMING_SNAKE_CASE_		:    Optional[str]	,     SCREAMING_SNAKE_CASE_		:    Optional[List[str]] = None			):



     '''simple docstring'''





     lowercase__    :   Optional[Any]      =       aliases if aliases is not None else []
     for alias in set(aliases + [format_type]			):
          lowercase__    :   Any      =       unavailable_error


# Here we define all the available formatting functions that can be used by `Dataset.set_format`
_register_formatter(PythonFormatter, None, aliases=['''python'''])
_register_formatter(ArrowFormatter, '''arrow''', aliases=['''pa''', '''pyarrow'''])
_register_formatter(NumpyFormatter, '''numpy''', aliases=['''np'''])
_register_formatter(PandasFormatter, '''pandas''', aliases=['''pd'''])
_register_formatter(CustomFormatter, '''custom''')

if config.TORCH_AVAILABLE:
       from .torch_formatter import TorchFormatter

       _register_formatter(TorchFormatter, '''torch''', aliases=['''pt''', '''pytorch'''])
else:
       snake_case_			  = ValueError('''PyTorch needs to be installed to be able to return PyTorch tensors.''')
       _register_unavailable_formatter(_torch_error, '''torch''', aliases=['''pt''', '''pytorch'''])

if config.TF_AVAILABLE:
       from .tf_formatter import TFFormatter

       _register_formatter(TFFormatter, '''tensorflow''', aliases=['''tf'''])
else:
       snake_case_			  = ValueError('''Tensorflow needs to be installed to be able to return Tensorflow tensors.''')
       _register_unavailable_formatter(_tf_error, '''tensorflow''', aliases=['''tf'''])

if config.JAX_AVAILABLE:
       from .jax_formatter import JaxFormatter

       _register_formatter(JaxFormatter, '''jax''', aliases=[])
else:
       snake_case_			  = ValueError('''JAX needs to be installed to be able to return JAX arrays.''')
       _register_unavailable_formatter(_jax_error, '''jax''', aliases=[])

def 	snake_case__			(    SCREAMING_SNAKE_CASE_		:    Optional[str]			):



     '''simple docstring'''





     if format_type in _FORMAT_TYPES_ALIASES:
          return _FORMAT_TYPES_ALIASES[format_type]
     else:
          return format_type

def 	snake_case__			(    SCREAMING_SNAKE_CASE_		:    Optional[str]	,     **SCREAMING_SNAKE_CASE_		:    Any			):



     '''simple docstring'''





     lowercase__    :   Tuple      =       get_format_type_from_alias(SCREAMING_SNAKE_CASE_			)
     if format_type in _FORMAT_TYPES:
          return _FORMAT_TYPES[format_type](**SCREAMING_SNAKE_CASE_			)
     if format_type in _FORMAT_TYPES_ALIASES_UNAVAILABLE:
          raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
     else:
          raise ValueError(
              f"""Return type should be None or selected in {list(type for type in _FORMAT_TYPES.keys() if type != None			)}, but got '{format_type}'"""			)

