



import argparse
import os
import re


_snake_case	=						"src/transformers"

# Pattern that looks at the indentation in a line.
_snake_case	=						re.compile(R"^(\s*)\S")
# Pattern that matches `"key":" and puts `key` in group 0.
_snake_case	=						re.compile(R"^\s*\"([^\"]+)\":")
# Pattern that matches `_import_structure["key"]` and puts `key` in group 0.
_snake_case	=						re.compile(R"^\s*_import_structure\[\"([^\"]+)\"\]")
# Pattern that matches `"key",` and puts `key` in group 0.
_snake_case	=						re.compile(R"^\s*\"([^\"]+)\",\s*$")
# Pattern that matches any `[stuff]` and puts `stuff` in group 0.
_snake_case	=						re.compile(R"\[([^\]]+)\]")






def        A       (      _lowerCamelCase						):





							'''simple docstring'''




							_lowerCAmelCase  :							Union[str, Any]				     =					_re_indent.search(UpperCAmelCase__						)
							return "" if search is None else search.groups()[0]






def        A       (      _lowerCamelCase       ,				_lowerCamelCase=""       ,				_lowerCamelCase=None       ,				_lowerCamelCase=None						):





							'''simple docstring'''




							_lowerCAmelCase  :							Dict				     =					0
							_lowerCAmelCase  :							List[str]				     =					code.split("\n"						)
							if start_prompt is not None:
														while not lines[index].startswith(UpperCAmelCase__						):
																					index += 1
														_lowerCAmelCase  :							str				     =					["""\n""".join(lines[:index]						)]
							else:
														_lowerCAmelCase  :							str				     =					[]

							# We split into blocks until we get to the `end_prompt` (or the end of the block).
							_lowerCAmelCase  :							Optional[Any]				     =					[lines[index]]
							index += 1
							while index < len(UpperCAmelCase__						) and (end_prompt is None or not lines[index].startswith(UpperCAmelCase__						)):
														if len(lines[index]						) > 0 and get_indent(lines[index]						) == indent_level:
																					if len(UpperCAmelCase__						) > 0 and get_indent(current_block[-1]						).startswith(indent_level + " "						):
																												current_block.append(lines[index]						)
																												blocks.append("\n".join(UpperCAmelCase__						)						)
																												if index < len(UpperCAmelCase__						) - 1:
																																			_lowerCAmelCase  :							str				     =					[lines[index + 1]]
																																			index += 1
																												else:
																																			_lowerCAmelCase  :							int				     =					[]
																					else:
																												blocks.append("\n".join(UpperCAmelCase__						)						)
																												_lowerCAmelCase  :							Optional[Any]				     =					[lines[index]]
														else:
																					current_block.append(lines[index]						)
														index += 1

							# Adds current block if it's nonempty.
							if len(UpperCAmelCase__						) > 0:
														blocks.append("\n".join(UpperCAmelCase__						)						)

							# Add final block after end_prompt if provided.
							if end_prompt is not None and index < len(UpperCAmelCase__						):
														blocks.append("\n".join(lines[index:]						)						)

							return blocks






def        A       (      _lowerCamelCase						):





							'''simple docstring'''




							def _inner(_lowerCamelCase						):
														return key(UpperCAmelCase__						).lower().replace("_"       ,				""						)

							return _inner






def        A       (      _lowerCamelCase       ,				_lowerCamelCase=None						):





							'''simple docstring'''




							def noop(_lowerCamelCase						):
														return x

							if key is None:
														_lowerCAmelCase  :							int				     =					noop
							# Constants are all uppercase, they go first.
							_lowerCAmelCase  :							Any				     =					[obj for obj in objects if key(UpperCAmelCase__						).isupper()]
							# Classes are not all uppercase but start with a capital, they go second.
							_lowerCAmelCase  :							Union[str, Any]				     =					[obj for obj in objects if key(UpperCAmelCase__						)[0].isupper() and not key(UpperCAmelCase__						).isupper()]
							# Functions begin with a lowercase, they go last.
							_lowerCAmelCase  :							str				     =					[obj for obj in objects if not key(UpperCAmelCase__						)[0].isupper()]

							_lowerCAmelCase  :							Dict				     =					ignore_underscore(UpperCAmelCase__						)
							return sorted(UpperCAmelCase__       ,				key=UpperCAmelCase__						) + sorted(UpperCAmelCase__       ,				key=UpperCAmelCase__						) + sorted(UpperCAmelCase__       ,				key=UpperCAmelCase__						)






def        A       (      _lowerCamelCase						):





							'''simple docstring'''




							def _replace(_lowerCamelCase						):
														_lowerCAmelCase  :							str				     =					match.groups()[0]
														if "," not in imports:
																					return F"[{imports}]"
														_lowerCAmelCase  :							Optional[int]				     =					[part.strip().replace("\""       ,				""						) for part in imports.split(","						)]
														# We will have a final empty element if the line finished with a comma.
														if len(keys[-1]						) == 0:
																					_lowerCAmelCase  :							int				     =					keys[:-1]
														return "[" + ", ".join([F"\"{k}\"" for k in sort_objects(UpperCAmelCase__						)]						) + "]"

							_lowerCAmelCase  :							Union[str, Any]				     =					import_statement.split("\n"						)
							if len(UpperCAmelCase__						) > 3:
														# Here we have to sort internal imports that are on several lines (one per name):
														# key: [
														#     "object1",
														#     "object2",
														#     ...
														# ]

														# We may have to ignore one or two lines on each side.
														_lowerCAmelCase  :							Optional[int]				     =					2 if lines[1].strip() == """[""" else 1
														_lowerCAmelCase  :							Tuple				     =					[(i, _re_strip_line.search(UpperCAmelCase__						).groups()[0]) for i, line in enumerate(lines[idx:-idx]						)]
														_lowerCAmelCase  :							Dict				     =					sort_objects(UpperCAmelCase__       ,				key=lambda _lowerCamelCase						: x[1]						)
														_lowerCAmelCase  :							int				     =					[lines[x[0] + idx] for x in sorted_indices]
														return "\n".join(lines[:idx] + sorted_lines + lines[-idx:]						)
							elif len(UpperCAmelCase__						) == 3:
														# Here we have to sort internal imports that are on one separate line:
														# key: [
														#     "object1", "object2", ...
														# ]
														if _re_bracket_content.search(lines[1]						) is not None:
																					_lowerCAmelCase  :							Optional[Any]				     =					_re_bracket_content.sub(_replace       ,				lines[1]						)
														else:
																					_lowerCAmelCase  :							Optional[Any]				     =					[part.strip().replace("\""       ,				""						) for part in lines[1].split(","						)]
																					# We will have a final empty element if the line finished with a comma.
																					if len(keys[-1]						) == 0:
																												_lowerCAmelCase  :							List[str]				     =					keys[:-1]
																					_lowerCAmelCase  :							Optional[Any]				     =					get_indent(lines[1]						) + """, """.join([F"\"{k}\"" for k in sort_objects(UpperCAmelCase__						)]						)
														return "\n".join(UpperCAmelCase__						)
							else:
														# Finally we have to deal with imports fitting on one line
														_lowerCAmelCase  :							List[Any]				     =					_re_bracket_content.sub(_replace       ,				UpperCAmelCase__						)
														return import_statement






def        A       (      _lowerCamelCase       ,				_lowerCamelCase=True						):





							'''simple docstring'''




							with open(UpperCAmelCase__       ,				encoding="utf-8"						) as f:
														_lowerCAmelCase  :							str				     =					f.read()

							if "_import_structure" not in code:
														return

							# Blocks of indent level 0
							_lowerCAmelCase  :							Union[str, Any]				     =					split_code_in_indented_blocks(
							    UpperCAmelCase__       ,				start_prompt="_import_structure = {"       ,				end_prompt="if TYPE_CHECKING:"						)

							# We ignore block 0 (everything untils start_prompt) and the last block (everything after end_prompt).
							for block_idx in range(1       ,				len(UpperCAmelCase__						) - 1						):
														# Check if the block contains some `_import_structure`s thingy to sort.
														_lowerCAmelCase  :							List[str]				     =					main_blocks[block_idx]
														_lowerCAmelCase  :							Union[str, Any]				     =					block.split("\n"						)

														# Get to the start of the imports.
														_lowerCAmelCase  :							Union[str, Any]				     =					0
														while line_idx < len(UpperCAmelCase__						) and "_import_structure" not in block_lines[line_idx]:
																					# Skip dummy import blocks
																					if "import dummy" in block_lines[line_idx]:
																												_lowerCAmelCase  :							int				     =					len(UpperCAmelCase__						)
																					else:
																												line_idx += 1
														if line_idx >= len(UpperCAmelCase__						):
																					continue

														# Ignore beginning and last line: they don't contain anything.
														_lowerCAmelCase  :							Dict				     =					"""\n""".join(block_lines[line_idx:-1]						)
														_lowerCAmelCase  :							Optional[int]				     =					get_indent(block_lines[1]						)
														# Slit the internal block into blocks of indent level 1.
														_lowerCAmelCase  :							List[str]				     =					split_code_in_indented_blocks(UpperCAmelCase__       ,				indent_level=UpperCAmelCase__						)
														# We have two categories of import key: list or _import_structure[key].append/extend
														_lowerCAmelCase  :							str				     =					_re_direct_key if """_import_structure = {""" in block_lines[0] else _re_indirect_key
														# Grab the keys, but there is a trap: some lines are empty or just comments.
														_lowerCAmelCase  :							str				     =					[(pattern.search(UpperCAmelCase__						).groups()[0] if pattern.search(UpperCAmelCase__						) is not None else None) for b in internal_blocks]
														# We only sort the lines with a key.
														_lowerCAmelCase  :							List[Any]				     =					[(i, key) for i, key in enumerate(UpperCAmelCase__						) if key is not None]
														_lowerCAmelCase  :							List[str]				     =					[x[0] for x in sorted(UpperCAmelCase__       ,				key=lambda _lowerCamelCase						: x[1]						)]

														# We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
														_lowerCAmelCase  :							Any				     =					0
														_lowerCAmelCase  :							str				     =					[]
														for i in range(len(UpperCAmelCase__						)						):
																					if keys[i] is None:
																												reorderded_blocks.append(internal_blocks[i]						)
																					else:
																												_lowerCAmelCase  :							Optional[int]				     =					sort_objects_in_import(internal_blocks[sorted_indices[count]]						)
																												reorderded_blocks.append(UpperCAmelCase__						)
																												count += 1

        # And we put our main block back together with its first and last line.
														_lowerCAmelCase  :							List[Any]				     =					"""\n""".join(block_lines[:line_idx] + reorderded_blocks + [block_lines[-1]]						)

							if code != "\n".join(UpperCAmelCase__						):
														if check_only:
																					return True
														else:
																					print(F"Overwriting {file}."						)
																					with open(UpperCAmelCase__       ,				"w"       ,				encoding="utf-8"						) as f:
																												f.write("\n".join(UpperCAmelCase__						)						)






def        A       (      _lowerCamelCase=True						):





							'''simple docstring'''




							_lowerCAmelCase  :							List[Any]				     =					[]
							for root, _, files in os.walk(UpperCAmelCase__						):
														if "__init__.py" in files:
																					_lowerCAmelCase  :							Optional[Any]				     =					sort_imports(os.path.join(UpperCAmelCase__       ,				"__init__.py"						)       ,				check_only=UpperCAmelCase__						)
																					if result:
																												_lowerCAmelCase  :							Dict				     =					[os.path.join(UpperCAmelCase__       ,				"__init__.py"						)]
							if len(UpperCAmelCase__						) > 0:
														raise ValueError(F"Would overwrite {len(UpperCAmelCase__						)} files, run `make style`."						)


if __name__ == "__main__":
						_snake_case	=						argparse.ArgumentParser()
						parser.add_argument("--check_only", action="store_true", help="Whether to only check or fix style.")
						_snake_case	=						parser.parse_args()

						sort_imports_in_all_inits(check_only=args.check_only)





def        A       (      _lowerCamelCase						):





							'''simple docstring'''




							_lowerCAmelCase  :							int				     =					len(_lowerCamelCase						)
							for i in range(1       ,				_lowerCamelCase						):
														_lowerCAmelCase  :							List[Any]				     =					collection[i]
														_lowerCAmelCase  :							str				     =					0
														_lowerCAmelCase  :							Union[str, Any]				     =					i - 1

														while low <= high:
																					_lowerCAmelCase  :							List[str]				     =					(low + high) // 2
																					if val < collection[mid]:
																												_lowerCAmelCase  :							Optional[int]				     =					mid - 1
																					else:
																												_lowerCAmelCase  :							List[str]				     =					mid + 1
														for j in range(_lowerCamelCase       ,				_lowerCamelCase       ,				-1						):
																					_lowerCAmelCase  :							int				     =					collection[j - 1]
														_lowerCAmelCase  :							Optional[int]				     =					val
							return collection


if __name__ == "__main__":
						_snake_case	=						input("Enter numbers separated by a comma:\n").strip()
						_snake_case	=						[int(item) for item in user_input.split(",")]
						print(binary_insertion_sort(unsorted))
