



'''simple docstring'''




import argparse
import collections
import os
import re

from transformers.utils import direct_transformers_import


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_table.py
UpperCamelCase__       :	int    = '''src/transformers'''
UpperCamelCase__       :	Any    = '''docs/source/en'''
UpperCamelCase__       :	Any    = '''.'''


def 				lowerCAmelCase_   (	_lowerCamelCase:   str       ,      _lowerCamelCase:   Optional[Any]       ,      _lowerCamelCase:   Union[str, Any]					):
		with open(_lowerCamelCase       ,      """r"""       ,      encoding="""utf-8"""       ,      newline="""\n"""					) as f:
				__SCREAMING_SNAKE_CASE       :		List[Any]           =		f.readlines()
		# Find the start prompt.
		__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		0
		while not lines[start_index].startswith(_lowerCamelCase					):
				start_index += 1
		start_index += 1

		__SCREAMING_SNAKE_CASE       :		List[str]           =		start_index
		while not lines[end_index].startswith(_lowerCamelCase					):
				end_index += 1
		end_index -= 1

		while len(lines[start_index]					) <= 1:
				start_index += 1
		while len(lines[end_index]					) <= 1:
				end_index -= 1
		end_index += 1
		return "".join(lines[start_index:end_index]					), start_index, end_index, lines


# Add here suffixes that are used to identify models, separated by |
UpperCamelCase__       :	Dict    = '''Model|Encoder|Decoder|ForConditionalGeneration'''
# Regexes that match TF/Flax/PT model names.
UpperCamelCase__       :	int    = re.compile(R'''TF(.*)(?:Model|Encoder|Decoder|ForConditionalGeneration)''')
UpperCamelCase__       :	Optional[Any]    = re.compile(R'''Flax(.*)(?:Model|Encoder|Decoder|ForConditionalGeneration)''')
# Will match any TF or Flax model too so need to be in an else branch afterthe two previous regexes.
UpperCamelCase__       :	Optional[int]    = re.compile(R'''(.*)(?:Model|Encoder|Decoder|ForConditionalGeneration)''')


# This is to make sure the transformers module imported is the one in the repo.
UpperCamelCase__       :	List[Any]    = direct_transformers_import(TRANSFORMERS_PATH)


def 				lowerCAmelCase_   (	_lowerCamelCase:   Dict					):
		__SCREAMING_SNAKE_CASE       :		Tuple           =		re.finditer(""".+?(?:(?<=[a-z])(?=[A-Z])|(?<=[A-Z])(?=[A-Z][a-z])|$)"""       ,      _lowerCamelCase					)
		return [m.group(0					) for m in matches]


def 				lowerCAmelCase_   (	_lowerCamelCase:   Tuple       ,      _lowerCamelCase:   Optional[int]					):
		__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		2 if text == """✅""" or text == """❌""" else len(_lowerCamelCase					)
		__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		(width - text_length) // 2
		__SCREAMING_SNAKE_CASE       :		Dict           =		width - text_length - left_indent
		return " " * left_indent + text + " " * right_indent


def 				lowerCAmelCase_   (	):
		__SCREAMING_SNAKE_CASE       :		str           =		transformers_module.models.auto.configuration_auto.CONFIG_MAPPING_NAMES
		__SCREAMING_SNAKE_CASE       :		Any           =		{
		    name: config_maping_names[code]
		    for code, name in transformers_module.MODEL_NAMES_MAPPING.items()
		    if code in config_maping_names
		}
		__SCREAMING_SNAKE_CASE       :		List[Any]           =		{name: config.replace("""Config"""       ,      """"""					) for name, config in model_name_to_config.items()}

		# Dictionaries flagging if each model prefix has a slow/fast tokenizer, backend in PT/TF/Flax.
		__SCREAMING_SNAKE_CASE       :		Tuple           =		collections.defaultdict(_lowerCamelCase					)
		__SCREAMING_SNAKE_CASE       :		List[str]           =		collections.defaultdict(_lowerCamelCase					)
		__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		collections.defaultdict(_lowerCamelCase					)
		__SCREAMING_SNAKE_CASE       :		List[Any]           =		collections.defaultdict(_lowerCamelCase					)
		__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		collections.defaultdict(_lowerCamelCase					)

		# Let's lookup through all transformers object (once).
		for attr_name in dir(_lowerCamelCase					):
				__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		None
				if attr_name.endswith("""Tokenizer"""					):
						__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		slow_tokenizers
						__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		attr_name[:-9]
				elif attr_name.endswith("""TokenizerFast"""					):
						__SCREAMING_SNAKE_CASE       :		Any           =		fast_tokenizers
						__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		attr_name[:-13]
				elif _re_tf_models.match(_lowerCamelCase					) is not None:
						__SCREAMING_SNAKE_CASE       :		List[Any]           =		tf_models
						__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		_re_tf_models.match(_lowerCamelCase					).groups()[0]
				elif _re_flax_models.match(_lowerCamelCase					) is not None:
						__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		flax_models
						__SCREAMING_SNAKE_CASE       :		List[str]           =		_re_flax_models.match(_lowerCamelCase					).groups()[0]
				elif _re_pt_models.match(_lowerCamelCase					) is not None:
						__SCREAMING_SNAKE_CASE       :		Dict           =		pt_models
						__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		_re_pt_models.match(_lowerCamelCase					).groups()[0]

				if lookup_dict is not None:
						while len(_lowerCamelCase					) > 0:
								if attr_name in model_name_to_prefix.values():
										__SCREAMING_SNAKE_CASE       :		List[str]           =		True
										break
								# Try again after removing the last word in the name
								__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		"""""".join(camel_case_split(_lowerCamelCase					)[:-1]					)

    # Let's build that table!
		__SCREAMING_SNAKE_CASE       :		Optional[int]           =		list(model_name_to_config.keys()					)
		model_names.sort(key=str.lower					)
		__SCREAMING_SNAKE_CASE       :		List[Any]           =		["""Model""", """Tokenizer slow""", """Tokenizer fast""", """PyTorch support""", """TensorFlow support""", """Flax Support"""]
		# We'll need widths to properly display everything in the center (+2 is to leave one extra space on each side).
		__SCREAMING_SNAKE_CASE       :		int           =		[len(_lowerCamelCase					) + 2 for c in columns]
		__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		max([len(_lowerCamelCase					) for name in model_names]					) + 2

		# Build the table per se
		__SCREAMING_SNAKE_CASE       :		Optional[int]           =		"""|""" + """|""".join([_center_text(_lowerCamelCase       ,      _lowerCamelCase					) for c, w in zip(_lowerCamelCase       ,      _lowerCamelCase					)]					) + """|\n"""
		# Use ":-----:" format to center-aligned table cell texts
		table += "|" + "|".join([""":""" + """-""" * (w - 2) + """:""" for w in widths]					) + "|\n"

		__SCREAMING_SNAKE_CASE       :		List[Any]           =		{True: """✅""", False: """❌"""}
		for name in model_names:
				__SCREAMING_SNAKE_CASE       :		Dict           =		model_name_to_prefix[name]
				__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		[
				    name,
				    check[slow_tokenizers[prefix]],
				    check[fast_tokenizers[prefix]],
				    check[pt_models[prefix]],
				    check[tf_models[prefix]],
				    check[flax_models[prefix]],
				]
				table += "|" + "|".join([_center_text(_lowerCamelCase       ,      _lowerCamelCase					) for l, w in zip(_lowerCamelCase       ,      _lowerCamelCase					)]					) + "|\n"
		return table


def 				lowerCAmelCase_   (	_lowerCamelCase:   Optional[int]=False					):
		__SCREAMING_SNAKE_CASE       ,						__SCREAMING_SNAKE_CASE       ,						__SCREAMING_SNAKE_CASE       ,						__SCREAMING_SNAKE_CASE       :		Dict           =		_find_text_in_file(
		    filename=os.path.join(_lowerCamelCase       ,      """index.md"""					)       ,      start_prompt="""<!--This table is updated automatically from the auto modules"""       ,      end_prompt="""<!-- End table-->"""       ,      )
		__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		get_model_table_from_auto_modules()

		if current_table != new_table:
				if overwrite:
						with open(os.path.join(_lowerCamelCase       ,      """index.md"""					)       ,      """w"""       ,      encoding="""utf-8"""       ,      newline="""\n"""					) as f:
								f.writelines(lines[:start_index] + [new_table] + lines[end_index:]					)
				else:
						raise ValueError(
						    """The model table in the `index.md` has not been updated. Run `make fix-copies` to fix this."""					)


if __name__ == "__main__":
						UpperCamelCase__       :	Any    = argparse.ArgumentParser()
						parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
						UpperCamelCase__       :	List[str]    = parser.parse_args()

						check_model_table(args.fix_and_overwrite)




'''simple docstring'''




from collections.abc import Iterable
from typing import Any






class 						_UpperCamelCase  :


			'''simple docstring'''

			def __init__(							self     : Optional[int]							,     lowerCAmelCase__     : int | None = None						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		value
					__SCREAMING_SNAKE_CASE       :		Node | None           =		None  # Added in order to delete a node easier
					__SCREAMING_SNAKE_CASE       :		Node | None           =		None
					__SCREAMING_SNAKE_CASE       :		Node | None           =		None



			def __repr__(							self     : Optional[Any]						):





					"""simple docstring"""






					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  :


			'''simple docstring'''

			def __init__(							self     : Optional[int]							,     lowerCAmelCase__     : Node | None = None						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE       :		str           =		root

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





					"""simple docstring"""






					return str(self.root						)

			def UpperCamelCase__					(							self     : Dict							,     lowerCAmelCase__     : Node							,     lowerCAmelCase__     : Node | None						):





					"""simple docstring"""






					if new_children is not None:  # reset its kids
							__SCREAMING_SNAKE_CASE       :		List[str]           =		node.parent
					if node.parent is not None:  # reset its parent
							if self.is_right(lowerCAmelCase__						):  # If it is the right children
									__SCREAMING_SNAKE_CASE       :		Any           =		new_children
							else:
									__SCREAMING_SNAKE_CASE       :		int           =		new_children
					else:
							__SCREAMING_SNAKE_CASE       :		int           =		new_children

			def UpperCamelCase__					(							self     : str							,     lowerCAmelCase__     : Node						):





					"""simple docstring"""






					if node.parent and node.parent.right:
							return node == node.parent.right
					return False

			def UpperCamelCase__					(							self     : List[Any]						):





					"""simple docstring"""






					return self.root is None

			def UpperCamelCase__					(							self     : Optional[Any]							,     lowerCAmelCase__     : str						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		Node(lowerCAmelCase__						)  # create a new Node
					if self.empty():  # if Tree is empty
							__SCREAMING_SNAKE_CASE       :		Optional[int]           =		new_node  # set its root
					else:  # Tree is not empty
							__SCREAMING_SNAKE_CASE       :		Optional[int]           =		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:
													__SCREAMING_SNAKE_CASE       :		List[str]           =		new_node  # We insert the new node in a leaf
													break
											else:
													__SCREAMING_SNAKE_CASE       :		Any           =		parent_node.left
									else:
											if parent_node.right is None:
													__SCREAMING_SNAKE_CASE       :		Tuple           =		new_node
													break
											else:
													__SCREAMING_SNAKE_CASE       :		List[str]           =		parent_node.right
							__SCREAMING_SNAKE_CASE       :		Tuple           =		parent_node

			def UpperCamelCase__					(							self     : str							,     *lowerCAmelCase__     : List[Any]						):





					"""simple docstring"""






					for value in values:
							self.__insert(lowerCAmelCase__						)

			def UpperCamelCase__					(							self     : List[str]							,     lowerCAmelCase__     : Union[str, Any]						):





					"""simple docstring"""






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

			def UpperCamelCase__					(							self     : List[Any]							,     lowerCAmelCase__     : Node | None = None						):





					"""simple docstring"""






					if node is None:
							if self.root is None:
									return None
							__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		self.root

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

			def UpperCamelCase__					(							self     : Dict							,     lowerCAmelCase__     : Node | None = None						):





					"""simple docstring"""






					if node is None:
							__SCREAMING_SNAKE_CASE       :		Union[str, Any]           =		self.root
					if self.root is None:
							return None
					if not self.empty():
							__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		self.root
							while node.left is not None:
									__SCREAMING_SNAKE_CASE       :		Any           =		node.left
					return node

			def UpperCamelCase__					(							self     : str							,     lowerCAmelCase__     : int						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE       :		List[str]           =		self.search(lowerCAmelCase__						)  # 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(lowerCAmelCase__							,     lowerCAmelCase__						)
							elif node.left is None:  # Has only right children
									self.__reassign_nodes(lowerCAmelCase__							,     node.right						)
							elif node.right is None:  # Has only left children
									self.__reassign_nodes(lowerCAmelCase__							,     node.left						)
							else:
									__SCREAMING_SNAKE_CASE       :		Tuple           =		self.get_max(
									    node.left						)  # Gets the max value of the left branch
									self.remove(tmp_node.value						)  # type: ignore
									__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		(
									    tmp_node.value  # type: ignore
									)  # Assigns the value to the node to delete and keep tree structure

			def UpperCamelCase__					(							self     : Tuple							,     lowerCAmelCase__     : Node | None						):





					"""simple docstring"""






					if node is not None:
							yield node  # Preorder Traversal
							yield from self.preorder_traverse(node.left						)
							yield from self.preorder_traverse(node.right						)

			def UpperCamelCase__					(							self     : Optional[int]							,     lowerCAmelCase__     : Optional[Any]=None						):





					"""simple docstring"""






					if traversal_function is None:
							return self.preorder_traverse(self.root						)
					else:
							return traversal_function(self.root						)

			def UpperCamelCase__					(							self     : str							,     lowerCAmelCase__     : list							,     lowerCAmelCase__     : Node | None						):





					"""simple docstring"""






					if node:
							self.inorder(lowerCAmelCase__							,     node.left						)
							arr.append(node.value						)
							self.inorder(lowerCAmelCase__							,     node.right						)



			def UpperCamelCase__					(							self     : int							,     lowerCAmelCase__     : int							,     lowerCAmelCase__     : Node						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE       :		list[int]           =		[]
					self.inorder(lowerCAmelCase__							,     lowerCAmelCase__						)  # append all values to list using inorder traversal
					return arr[k - 1]


def 				lowerCAmelCase_   (	_lowerCamelCase:   Node | None					):
		__SCREAMING_SNAKE_CASE       :		Optional[Any]           =		[]
		if curr_node is not None:
				__SCREAMING_SNAKE_CASE       :		Optional[int]           =		postorder(curr_node.left					) + postorder(curr_node.right					) + [curr_node]
		return node_list


def 				lowerCAmelCase_   (	):
		__SCREAMING_SNAKE_CASE       :		str           =		(8, 3, 6, 1, 10, 14, 13, 4, 7)
		__SCREAMING_SNAKE_CASE       :		Dict           =		BinarySearchTree()
		for i in testlist:
				t.insert(_lowerCamelCase					)

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

		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(_lowerCamelCase					)
				print(_lowerCamelCase					)


if __name__ == "__main__":
						import doctest

						doctest.testmod(verbose=True)