

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
_lowerCamelCase    :       str        =							"src/transformers"
_lowerCamelCase    :       Union[str, Any]        =							"docs/source/en"
_lowerCamelCase    :       int        =							"."

def       a__					(		UpperCAmelCase							:      Dict    ,			UpperCAmelCase							:      Any    ,			UpperCAmelCase							:      int      )  ->						Optional[int]:
  with open(UpperCAmelCase    ,			'''r'''    ,			encoding='''utf-8'''    ,			newline='''\n'''      ) as f:
    UpperCAmelCase	:							Dict						=			f.readlines()
  # Find the start prompt.
  UpperCAmelCase	:							List[str]						=			0
  while not lines[start_index].startswith(UpperCAmelCase      ):
    start_index += 1
  start_index += 1

  UpperCAmelCase	:							Any						=			start_index
  while not lines[end_index].startswith(UpperCAmelCase      ):
    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 |
_lowerCamelCase    :       Optional[Any]        =							"Model|Encoder|Decoder|ForConditionalGeneration"
# Regexes that match TF/Flax/PT model names.
_lowerCamelCase    :       List[str]        =							re.compile(R"TF(.*)(?:Model|Encoder|Decoder|ForConditionalGeneration)")
_lowerCamelCase    :       List[str]        =							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.
_lowerCamelCase    :       Any        =							re.compile(R"(.*)(?:Model|Encoder|Decoder|ForConditionalGeneration)")


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

def       a__					(		UpperCAmelCase							:      Dict      )  ->						Any:
  UpperCAmelCase	:							List[str]						=			re.finditer('''.+?(?:(?<=[a-z])(?=[A-Z])|(?<=[A-Z])(?=[A-Z][a-z])|$)'''    ,			UpperCAmelCase      )
  return [m.group(0      ) for m in matches]

def       a__					(		UpperCAmelCase							:      int    ,			UpperCAmelCase							:      Optional[int]      )  ->						List[str]:
  UpperCAmelCase	:							Any						=			2 if text == '''✅''' or text == '''❌''' else len(UpperCAmelCase      )
  UpperCAmelCase	:							str						=			(width - text_length) // 2
  UpperCAmelCase	:							int						=			width - text_length - left_indent
  return " " * left_indent + text + " " * right_indent

def       a__					(		)  ->						List[str]:
  UpperCAmelCase	:							Union[str, Any]						=			transformers_module.models.auto.configuration_auto.CONFIG_MAPPING_NAMES
  UpperCAmelCase	:							Optional[int]						=			{
      name: config_maping_names[code]
      for code, name in transformers_module.MODEL_NAMES_MAPPING.items()
      if code in config_maping_names
  }
  UpperCAmelCase	:							Optional[int]						=			{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.
  UpperCAmelCase	:							Optional[int]						=			collections.defaultdict(UpperCAmelCase      )
  UpperCAmelCase	:							Optional[Any]						=			collections.defaultdict(UpperCAmelCase      )
  UpperCAmelCase	:							str						=			collections.defaultdict(UpperCAmelCase      )
  UpperCAmelCase	:							List[Any]						=			collections.defaultdict(UpperCAmelCase      )
  UpperCAmelCase	:							str						=			collections.defaultdict(UpperCAmelCase      )

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

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

    # Let's build that table!
  UpperCAmelCase	:							List[Any]						=			list(model_name_to_config.keys()      )
  model_names.sort(key=str.lower      )
  UpperCAmelCase	:							Optional[int]						=			['''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).
  UpperCAmelCase	:							Any						=			[len(UpperCAmelCase      ) + 2 for c in columns]
  UpperCAmelCase	:							List[str]						=			max([len(UpperCAmelCase      ) for name in model_names]      ) + 2

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

  UpperCAmelCase	:							Tuple						=			{True: '''✅''', False: '''❌'''}
  for name in model_names:
    UpperCAmelCase	:							str						=			model_name_to_prefix[name]
    UpperCAmelCase	:							List[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(UpperCAmelCase    ,			UpperCAmelCase      ) for l, w in zip(UpperCAmelCase    ,			UpperCAmelCase      )]      ) + "|\n"
  return table

def       a__					(		UpperCAmelCase							:      int=False      )  ->						Dict:
  UpperCAmelCase			,						UpperCAmelCase			,						UpperCAmelCase			,						UpperCAmelCase	:							int						=			_find_text_in_file(
      filename=os.path.join(UpperCAmelCase    ,			'''index.md'''      )    ,			start_prompt='''<!--This table is updated automatically from the auto modules'''    ,			end_prompt='''<!-- End table-->'''    ,			)
  UpperCAmelCase	:							int						=			get_model_table_from_auto_modules()

  if current_table != new_table:
    if overwrite:
      with open(os.path.join(UpperCAmelCase    ,			'''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__":
     _lowerCamelCase    :       List[Any]        =							argparse.ArgumentParser()
     parser.add_argument("--fix_and_overwrite", action="store_true", help="Whether to fix inconsistencies.")
     _lowerCamelCase    :       str        =							parser.parse_args()

     check_model_table(args.fix_and_overwrite)








from __future__ import annotations

import queue





class  __UpperCAmelCase					:



   def __init__(							self							:					str,		__A							:					Union[str, Any]						):
     UpperCAmelCase	:							Dict						=			data
     UpperCAmelCase	:							Tuple						=			None
     UpperCAmelCase	:							Any						=			None






def       a__					(		)  ->						TreeNode:
  print('''\n********Press N to stop entering at any point of time********\n'''      )
  UpperCAmelCase	:							Any						=			input('''Enter the value of the root node: '''      ).strip().lower()
  UpperCAmelCase	:							queue.Queue						=			queue.Queue()
  UpperCAmelCase	:							Tuple						=			TreeNode(int(UpperCAmelCase      )      )
  q.put(UpperCAmelCase      )
  while not q.empty():
    UpperCAmelCase	:							int						=			q.get()
    UpperCAmelCase	:							Union[str, Any]						=			f'''Enter the left node of {node_found.data}: '''
    UpperCAmelCase	:							List[Any]						=			input(UpperCAmelCase      ).strip().lower() or '''n'''
    if check == "n":
      return tree_node
    UpperCAmelCase	:							List[str]						=			TreeNode(int(UpperCAmelCase      )      )
    UpperCAmelCase	:							List[str]						=			left_node
    q.put(UpperCAmelCase      )
    UpperCAmelCase	:							List[Any]						=			f'''Enter the right node of {node_found.data}: '''
    UpperCAmelCase	:							List[Any]						=			input(UpperCAmelCase      ).strip().lower() or '''n'''
    if check == "n":
      return tree_node
    UpperCAmelCase	:							Dict						=			TreeNode(int(UpperCAmelCase      )      )
    UpperCAmelCase	:							Dict						=			right_node
    q.put(UpperCAmelCase      )
  raise

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  print(node.data    ,			end=''','''      )
  pre_order(node.left      )
  pre_order(node.right      )

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  in_order(node.left      )
  print(node.data    ,			end=''','''      )
  in_order(node.right      )

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  post_order(node.left      )
  post_order(node.right      )
  print(node.data    ,			end=''','''      )

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  UpperCAmelCase	:							queue.Queue						=			queue.Queue()
  q.put(UpperCAmelCase      )
  while not q.empty():
    UpperCAmelCase	:							List[Any]						=			q.get()
    print(node_dequeued.data    ,			end=''','''      )
    if node_dequeued.left:
      q.put(node_dequeued.left      )
    if node_dequeued.right:
      q.put(node_dequeued.right      )

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  UpperCAmelCase	:							queue.Queue						=			queue.Queue()
  q.put(UpperCAmelCase      )
  while not q.empty():
    UpperCAmelCase	:							int						=			[]
    while not q.empty():
      UpperCAmelCase	:							List[str]						=			q.get()
      print(node_dequeued.data    ,			end=''','''      )
      if node_dequeued.left:
        list_.append(node_dequeued.left      )
      if node_dequeued.right:
        list_.append(node_dequeued.right      )
    print()
    for node in list_:
      q.put(UpperCAmelCase      )

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  UpperCAmelCase	:							list[TreeNode]						=			[]
  UpperCAmelCase	:							List[str]						=			node
  while n or stack:
    while n:  # start from root node, find its left child
      print(n.data    ,			end=''','''      )
      stack.append(UpperCAmelCase      )
      UpperCAmelCase	:							Dict						=			n.left
    # end of while means current node doesn't have left child
    UpperCAmelCase	:							Union[str, Any]						=			stack.pop()
    # start to traverse its right child
    UpperCAmelCase	:							List[str]						=			n.right

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  UpperCAmelCase	:							list[TreeNode]						=			[]
  UpperCAmelCase	:							Any						=			node
  while n or stack:
    while n:
      stack.append(UpperCAmelCase      )
      UpperCAmelCase	:							Dict						=			n.left
    UpperCAmelCase	:							Optional[int]						=			stack.pop()
    print(n.data    ,			end=''','''      )
    UpperCAmelCase	:							Any						=			n.right

def       a__					(		UpperCAmelCase							:      TreeNode      )  ->						None:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ) or not node:
    return
  UpperCAmelCase			,						UpperCAmelCase	:							Dict						=			[], []
  UpperCAmelCase	:							Any						=			node
  stacka.append(UpperCAmelCase      )
  while stacka:  # to find the reversed order of post order, store it in stack2
    UpperCAmelCase	:							Union[str, Any]						=			stacka.pop()
    if n.left:
      stacka.append(n.left      )
    if n.right:
      stacka.append(n.right      )
    stacka.append(UpperCAmelCase      )
  while stacka:  # pop up from stack2 will be the post order
    print(stacka.pop().data    ,			end=''','''      )

def       a__					(		UpperCAmelCase							:      str = ""    ,			UpperCAmelCase							:      int=50    ,			UpperCAmelCase							:      Union[str, Any]="*"      )  ->						str:
  if not s:
    return "\n" + width * char
  UpperCAmelCase			,						UpperCAmelCase	:							int						=			divmod(width - len(UpperCAmelCase      ) - 2    ,			2      )
  return f'''{left * char} {s} {(left + extra) * char}'''


if __name__ == "__main__":
     import doctest

     doctest.testmod()
     print(prompt("Binary Tree Traversals"))

     _lowerCamelCase    :       TreeNode        =							build_tree()
     print(prompt("Pre Order Traversal"))
     pre_order(node)
     print(prompt() + "\n")

     print(prompt("In Order Traversal"))
     in_order(node)
     print(prompt() + "\n")

     print(prompt("Post Order Traversal"))
     post_order(node)
     print(prompt() + "\n")

     print(prompt("Level Order Traversal"))
     level_order(node)
     print(prompt() + "\n")

     print(prompt("Actual Level Order Traversal"))
     level_order_actual(node)
     print("*" * 5_0 + "\n")

     print(prompt("Pre Order Traversal - Iteration Version"))
     pre_order_iter(node)
     print(prompt() + "\n")

     print(prompt("In Order Traversal - Iteration Version"))
     in_order_iter(node)
     print(prompt() + "\n")

     print(prompt("Post Order Traversal - Iteration Version"))
     post_order_iter(node)
     print(prompt())





