


'''simple docstring'''
from ..utils import DummyObject, requires_backends
class      lowercase			(							metaclass=lowerCAmelCase__      ):

		"""simple docstring"""

		_a									=       ["torch", "transformers", "onnx"]




		def __init__(	self					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(self					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)



class      lowercase			(							metaclass=lowerCAmelCase__      ):

		"""simple docstring"""

		_a									=       ["torch", "transformers", "onnx"]




		def __init__(	self					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(self					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)



class      lowercase			(							metaclass=lowerCAmelCase__      ):

		"""simple docstring"""

		_a									=       ["torch", "transformers", "onnx"]




		def __init__(	self					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(self					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)



class      lowercase			(							metaclass=lowerCAmelCase__      ):

		"""simple docstring"""

		_a									=       ["torch", "transformers", "onnx"]




		def __init__(	self					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(self					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)



class      lowercase			(							metaclass=lowerCAmelCase__      ):

		"""simple docstring"""

		_a									=       ["torch", "transformers", "onnx"]




		def __init__(	self					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(self					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)



class      lowercase			(							metaclass=lowerCAmelCase__      ):

		"""simple docstring"""

		_a									=       ["torch", "transformers", "onnx"]




		def __init__(	self					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(self					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)




		@classmethod
		def 					lowerCAmelCase__       (	cls					,     *UpperCamelCase_					,     **UpperCamelCase_							):

							'''simple docstring'''


							requires_backends(cls					,     ['''torch''', '''transformers''', '''onnx''']							)



'''simple docstring'''
class      lowercase			:

		"""simple docstring"""

		def __init__(	self					,     UpperCamelCase_ = ""					,     UpperCamelCase_ = False							):

							'''simple docstring'''


							UpperCamelCase__     :dict[str, RadixNode]							      =				{}

							# A node will be a leaf if the tree contains its word
							UpperCamelCase__     :List[Any]							      =				is_leaf

							UpperCamelCase__     :Dict							      =				prefix




		def 					lowerCAmelCase__       (	self					,     UpperCamelCase_							):

							'''simple docstring'''


							UpperCamelCase__     :Any							      =				0
							for q, w in zip(self.prefix					,     UpperCamelCase_							):
												if q != w:
																	break

												x += 1

							return self.prefix[:x], self.prefix[x:], word[x:]




		def 					lowerCAmelCase__       (	self					,     UpperCamelCase_							):

							'''simple docstring'''


							for word in words:
												self.insert(UpperCamelCase_							)




		def 					lowerCAmelCase__       (	self					,     UpperCamelCase_							):

							'''simple docstring'''


							if self.prefix == word:
												UpperCamelCase__     :Tuple							      =				True

							# Case 2: The node has no edges that have a prefix to the word
							# Solution: We create an edge from the current node to a new one
							# containing the word
							elif word[0] not in self.nodes:
												UpperCamelCase__     :Optional[Any]							      =				RadixNode(prefix=UpperCamelCase_					,     is_leaf=UpperCamelCase_							)

							else:
												UpperCamelCase__     :Optional[Any]							      =				self.nodes[word[0]]
												UpperCamelCase__      ,       UpperCamelCase__      ,       UpperCamelCase__     :List[Any]							      =				incoming_node.match(
												    UpperCamelCase_							)

												# Case 3: The node prefix is equal to the matching
												# Solution: We insert remaining word on the next node
												if remaining_prefix == "":
																	self.nodes[matching_string[0]].insert(UpperCamelCase_							)

												# Case 4: The word is greater equal to the matching
												# Solution: Create a node in between both nodes, change
												# prefixes and add the new node for the remaining word
												else:
																	UpperCamelCase__     :str							      =				remaining_prefix

																	UpperCamelCase__     :Optional[Any]							      =				self.nodes[matching_string[0]]
																	UpperCamelCase__     :Dict							      =				RadixNode(UpperCamelCase_					,     UpperCamelCase_							)
																	UpperCamelCase__     :List[Any]							      =				aux_node

																	if remaining_word == "":
																						UpperCamelCase__     :List[Any]							      =				True
																	else:
																						self.nodes[matching_string[0]].insert(UpperCamelCase_							)




		def 					lowerCAmelCase__       (	self					,     UpperCamelCase_							):

							'''simple docstring'''


							UpperCamelCase__     :List[Any]							      =				self.nodes.get(word[0]					,     UpperCamelCase_							)
							if not incoming_node:
												return False
							else:
												UpperCamelCase__      ,       UpperCamelCase__      ,       UpperCamelCase__     :Tuple							      =				incoming_node.match(
												    UpperCamelCase_							)
												# If there is remaining prefix, the word can't be on the tree
												if remaining_prefix != "":
																	return False
												# This applies when the word and the prefix are equal
												elif remaining_word == "":
																	return incoming_node.is_leaf
												# We have word remaining so we check the next node
												else:
																	return incoming_node.find(UpperCamelCase_							)




		def 					lowerCAmelCase__       (	self					,     UpperCamelCase_							):

							'''simple docstring'''


							UpperCamelCase__     :str							      =				self.nodes.get(word[0]					,     UpperCamelCase_							)
							if not incoming_node:
												return False
							else:
												UpperCamelCase__      ,       UpperCamelCase__      ,       UpperCamelCase__     :Tuple							      =				incoming_node.match(
												    UpperCamelCase_							)
												# If there is remaining prefix, the word can't be on the tree
												if remaining_prefix != "":
																	return False
												# We have word remaining so we check the next node
												elif remaining_word != "":
																	return incoming_node.delete(UpperCamelCase_							)
												else:
																	# If it is not a leaf, we don't have to delete
																	if not incoming_node.is_leaf:
																						return False
																	else:
																						# We delete the nodes if no edges go from it
																						if len(incoming_node.nodes							) == 0:
																											del self.nodes[word[0]]
																											# We merge the current node with its only child
																											if len(self.nodes							) == 1 and not self.is_leaf:
																																UpperCamelCase__     :Tuple							      =				list(self.nodes.values()							)[0]
																																UpperCamelCase__     :Union[str, Any]							      =				merging_node.is_leaf
																																self.prefix += merging_node.prefix
																																UpperCamelCase__     :Dict							      =				merging_node.nodes
                    # If there is more than 1 edge, we just mark it as non-leaf
																						elif len(incoming_node.nodes							) > 1:
																											UpperCamelCase__     :List[str]							      =				False
																						# If there is 1 edge, we merge it with its child
																						else:
																											UpperCamelCase__     :Optional[int]							      =				list(incoming_node.nodes.values()							)[0]
																											UpperCamelCase__     :int							      =				merging_node.is_leaf
																											incoming_node.prefix += merging_node.prefix
																											UpperCamelCase__     :Optional[int]							      =				merging_node.nodes

																						return True




		def 					lowerCAmelCase__       (	self					,     UpperCamelCase_ = 0							):

							'''simple docstring'''


							if self.prefix != "":
												print('''-''' * height					,     self.prefix					,     '''  (leaf)''' if self.is_leaf else ''''''							)

							for value in self.nodes.values():
												value.print_tree(height + 1							)



def     a   (    )						->			bool:



					'''simple docstring'''






					UpperCamelCase__     :Tuple							      =				'''banana bananas bandana band apple all beast'''.split()
					UpperCamelCase__     :Tuple							      =				RadixNode()
					root.insert_many(__a     )

					assert all(root.find(__a     ) for word in words     )
					assert not root.find('''bandanas'''     )
					assert not root.find('''apps'''     )
					root.delete('''all'''     )
					assert not root.find('''all'''     )
					root.delete('''banana'''     )
					assert not root.find('''banana'''     )
					assert root.find('''bananas'''     )

					return True


def     a   (    )						->			None:



					'''simple docstring'''






					assert test_trie()


def     a   (    )						->			None:



					'''simple docstring'''






					UpperCamelCase__     :List[Any]							      =				RadixNode()
					UpperCamelCase__     :List[Any]							      =				'''banana bananas bandanas bandana band apple all beast'''.split()
					root.insert_many(__a     )

					print('''Words:'''				,      __a     )
					print('''Tree:'''     )
					root.print_tree()


if __name__ == "__main__":
		main()