






import argparse
import os
import re


A:      Optional[Any]  				=				"src/diffusers"

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






def 	_UpperCAmelCase    (  a		:	Tuple							)			->			Optional[int]:





						"""simple docstring"""
						lowercase_      :   List[Any]        =			_re_indent.search(__UpperCAmelCase							)
						return "" if search is None else search.groups()[0]






def 	_UpperCAmelCase    (  a		:	Any						,			a		:	Any=""						,			a		:	Dict=None						,			a		:	Tuple=None							)			->			Optional[int]:





						"""simple docstring"""
						lowercase_      :   Any        =			0
						lowercase_      :   Optional[int]        =			code.split('\n'							)
						if start_prompt is not None:
												while not lines[index].startswith(__UpperCAmelCase							):
																		index += 1
												lowercase_      :   Dict        =			['\n'.join(lines[:index]							)]
						else:
												lowercase_      :   Any        =			[]

						# We split into blocks until we get to the `end_prompt` (or the end of the block).
						lowercase_      :   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:
																														lowercase_      :   Union[str, Any]        =			[lines[index + 1]]
																														index += 1
																								else:
																														lowercase_      :   Union[str, Any]        =			[]
																		else:
																								blocks.append('\n'.join(__UpperCAmelCase							)							)
																								lowercase_      :   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 	_UpperCAmelCase    (  a		:	Tuple							)			->			Any:





						"""simple docstring"""







						def _inner(a		:	int							):
												return key(__UpperCAmelCase							).lower().replace('_'						,			''							)

						return _inner






def 	_UpperCAmelCase    (  a		:	Optional[Any]						,			a		:	Optional[int]=None							)			->			Optional[Any]:





						"""simple docstring"""







						def noop(a		:	Union[str, Any]							):
												return x

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

						lowercase_      :   Any        =			ignore_underscore(__UpperCAmelCase							)
						return sorted(__UpperCAmelCase						,			key=__UpperCAmelCase							) + sorted(__UpperCAmelCase						,			key=__UpperCAmelCase							) + sorted(__UpperCAmelCase						,			key=__UpperCAmelCase							)






def 	_UpperCAmelCase    (  a		:	List[Any]							)			->			int:





						"""simple docstring"""







						def _replace(a		:	Optional[int]							):
												lowercase_      :   Optional[int]        =			match.groups()[0]
												if "," not in imports:
																		return f"[{imports}]"
												lowercase_      :   List[Any]        =			[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:
																		lowercase_      :   Optional[int]        =			keys[:-1]
												return "[" + ", ".join([f"\"{k}\"" for k in sort_objects(__UpperCAmelCase							)]							) + "]"

						lowercase_      :   Dict        =			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.
												lowercase_      :   Optional[Any]        =			2 if lines[1].strip() == '[' else 1
												lowercase_      :   Any        =			[(i, _re_strip_line.search(__UpperCAmelCase							).groups()[0]) for i, line in enumerate(lines[idx:-idx]							)]
												lowercase_      :   Tuple        =			sort_objects(__UpperCAmelCase						,			key=lambda a							: x[1]							)
												lowercase_      :   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:
																		lowercase_      :   Dict        =			_re_bracket_content.sub(_replace						,			lines[1]							)
												else:
																		lowercase_      :   Dict        =			[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:
																								lowercase_      :   Optional[int]        =			keys[:-1]
																		lowercase_      :   List[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
												lowercase_      :   List[str]        =			_re_bracket_content.sub(_replace						,			__UpperCAmelCase							)
												return import_statement






def 	_UpperCAmelCase    (  a		:	Tuple						,			a		:	List[str]=True							)			->			str:





						"""simple docstring"""







						with open(__UpperCAmelCase						,			'r'							) as f:
												lowercase_      :   List[Any]        =			f.read()

						if "_import_structure" not in code:
												return

						# Blocks of indent level 0
						lowercase_      :   Union[str, Any]        =			split_code_in_indented_blocks(
						    __UpperCAmelCase						,			start_prompt='_import_structure = {'						,			end_prompt='if TYPE_CHECKING:'							)

						# We ignore block 0 (everything until 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.
												lowercase_      :   List[str]        =			main_blocks[block_idx]
												lowercase_      :   List[str]        =			block.split('\n'							)

												# Get to the start of the imports.
												lowercase_      :   Tuple        =			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]:
																								lowercase_      :   List[Any]        =			len(__UpperCAmelCase							)
																		else:
																								line_idx += 1
												if line_idx >= len(__UpperCAmelCase							):
																		continue

												# Ignore beginning and last line: they don't contain anything.
												lowercase_      :   Any        =			'\n'.join(block_lines[line_idx:-1]							)
												lowercase_      :   Dict        =			get_indent(block_lines[1]							)
												# Slit the internal block into blocks of indent level 1.
												lowercase_      :   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
												lowercase_      :   Tuple        =			_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.
												lowercase_      :   int        =			[(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.
												lowercase_      :   List[str]        =			[(i, key) for i, key in enumerate(__UpperCAmelCase							) if key is not None]
												lowercase_      :   Optional[Any]        =			[x[0] for x in sorted(__UpperCAmelCase						,			key=lambda a							: x[1]							)]

												# We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
												lowercase_      :   Any        =			0
												lowercase_      :   Dict        =			[]
												for i in range(len(__UpperCAmelCase							)							):
																		if keys[i] is None:
																								reordered_blocks.append(internal_blocks[i]							)
																		else:
																								lowercase_      :   List[Any]        =			sort_objects_in_import(internal_blocks[sorted_indices[count]]							)
																								reordered_blocks.append(__UpperCAmelCase							)
																								count += 1

        # And we put our main block back together with its first and last line.
												lowercase_      :   Tuple        =			'\n'.join(block_lines[:line_idx] + reordered_blocks + [block_lines[-1]]							)

						if code != "\n".join(__UpperCAmelCase							):
												if check_only:
																		return True
												else:
																		print(f"Overwriting {file}."							)
																		with open(__UpperCAmelCase						,			'w'							) as f:
																								f.write('\n'.join(__UpperCAmelCase							)							)






def 	_UpperCAmelCase    (  a		:	int=True							)			->			Union[str, Any]:





						"""simple docstring"""
						lowercase_      :   Tuple        =			[]
						for root, _, files in os.walk(__UpperCAmelCase							):
												if "__init__.py" in files:
																		lowercase_      :   List[str]        =			sort_imports(os.path.join(__UpperCAmelCase						,			'__init__.py'							)						,			check_only=__UpperCAmelCase							)
																		if result:
																								lowercase_      :   List[str]        =			[os.path.join(__UpperCAmelCase						,			'__init__.py'							)]
						if len(__UpperCAmelCase							) > 0:
												raise ValueError(f"Would overwrite {len(__UpperCAmelCase							)} files, run `make style`."							)


if __name__ == "__main__":
						A:      Union[str, Any]  				=				argparse.ArgumentParser()
						parser.add_argument("--check_only", action="store_true", help="Whether to only check or fix style.")
						A:      int  				=				parser.parse_args()

						sort_imports_in_all_inits(check_only=args.check_only)








'''simple docstring'''

def 	_UpperCAmelCase    (  a		:	str						,			a		:	str							)			->			float:





						"""simple docstring"""

						def get_matched_characters(a		:	str						,			a		:	str							) -> str:
												lowercase_      :   Union[str, Any]        =			[]
												lowercase_      :   Tuple        =			min(len(_stra							)						,			len(_stra							)							) // 2
												for i, l in enumerate(_stra							):
																		lowercase_      :   Optional[int]        =			int(max(0						,			i - limit							)							)
																		lowercase_      :   Union[str, Any]        =			int(min(i + limit + 1						,			len(_stra							)							)							)
																		if l in _stra[left:right]:
																								matched.append(a							)
																								lowercase_      :   Union[str, Any]        =			f"{_stra[0:_stra.index(a							)]} {_stra[_stra.index(a							) + 1:]}"

												return "".join(a							)

						# matching characters
						lowercase_      :   Union[str, Any]        =			get_matched_characters(a						,			a							)
						lowercase_      :   Optional[Any]        =			get_matched_characters(a						,			a							)
						lowercase_      :   Optional[int]        =			len(a							)

						# transposition
						lowercase_      :   Dict        =			(
						    len([(ca, ca) for ca, ca in zip(a						,			a							) if ca != ca]							) // 2
						)

						if not match_count:
												lowercase_      :   List[str]        =			0.0
						else:
												lowercase_      :   Any        =			(
												    1
												    / 3
												    * (
												        match_count / len(a							)
												        + match_count / len(a							)
												        + (match_count - transpositions) / match_count
												    )
												)

						# common prefix up to 4 characters
						lowercase_      :   Optional[Any]        =			0
						for ca, ca in zip(stra[:4]						,			stra[:4]							):
												if ca == ca:
																		prefix_len += 1
												else:
																		break

						return jaro + 0.1 * prefix_len * (1 - jaro)


if __name__ == "__main__":
						import doctest

						doctest.testmod()
						print(jaro_winkler("hello", "world"))
