



"""simple docstring"""
import argparse
import os
import re


__SCREAMING_SNAKE_CASE	:    Dict     				=   '''src/diffusers'''

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



def 							lowerCAmelCase_( lowercase_  :				Dict				)						->							Dict:
				_lowerCamelCase   	=					_re_indent.search(__a				)
				return "" if search is None else search.groups()[0]



def 							lowerCAmelCase_( lowercase_  :				Dict    , lowercase_  :				Optional[Any]=""    , lowercase_  :				Any=None    , lowercase_  :				str=None				)						->							int:
				_lowerCamelCase   	=					0
				_lowerCamelCase   	=					code.split('''\n'''				)
				if start_prompt is not None:
								while not lines[index].startswith(__a				):
												index += 1
								_lowerCamelCase   	=					['''\n'''.join(lines[:index]				)]
				else:
								_lowerCamelCase   	=					[]

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

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

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

				return blocks



def 							lowerCAmelCase_( lowercase_  :				Dict				)						->							Union[str, Any]:






				def _inner(lowercase_  :				Dict				):
								return key(__a				).lower().replace('''_'''    , ''''''				)

				return _inner



def 							lowerCAmelCase_( lowercase_  :				Optional[int]    , lowercase_  :				Union[str, Any]=None				)						->							Union[str, Any]:






				def noop(lowercase_  :				int				):
								return x

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

				_lowerCamelCase   	=					ignore_underscore(__a				)
				return sorted(__a    , key=__a				) + sorted(__a    , key=__a				) + sorted(__a    , key=__a				)



def 							lowerCAmelCase_( lowercase_  :				Union[str, Any]				)						->							List[Any]:






				def _replace(lowercase_  :				Dict				):
								_lowerCamelCase   	=					match.groups()[0]
								if "," not in imports:
												return F"""[{imports}]"""
								_lowerCamelCase   	=					[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   	=					keys[:-1]
								return "[" + ", ".join([F"""\"{k}\"""" for k in sort_objects(__a				)]				) + "]"

				_lowerCamelCase   	=					import_statement.split('''\n'''				)
				if len(__a				) > 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   	=					2 if lines[1].strip() == '''[''' else 1
								_lowerCamelCase   	=					[(i, _re_strip_line.search(__a				).groups()[0]) for i, line in enumerate(lines[idx:-idx]				)]
								_lowerCamelCase   	=					sort_objects(__a    , key=lambda lowercase_				: x[1]				)
								_lowerCamelCase   	=					[lines[x[0] + idx] for x in sorted_indices]
								return "\n".join(lines[:idx] + sorted_lines + lines[-idx:]				)
				elif len(__a				) == 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   	=					_re_bracket_content.sub(_replace    , lines[1]				)
								else:
												_lowerCamelCase   	=					[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   	=					keys[:-1]
												_lowerCamelCase   	=					get_indent(lines[1]				) + ''', '''.join([F"""\"{k}\"""" for k in sort_objects(__a				)]				)
								return "\n".join(__a				)
				else:
								# Finally we have to deal with imports fitting on one line
								_lowerCamelCase   	=					_re_bracket_content.sub(_replace    , __a				)
								return import_statement



def 							lowerCAmelCase_( lowercase_  :				Dict    , lowercase_  :				Optional[Any]=True				)						->							Tuple:






				with open(__a    , '''r'''				) as f:
								_lowerCamelCase   	=					f.read()

				if "_import_structure" not in code:
								return

				# Blocks of indent level 0
				_lowerCamelCase   	=					split_code_in_indented_blocks(
				    __a    , 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(__a				) - 1				):
								# Check if the block contains some `_import_structure`s thingy to sort.
								_lowerCamelCase   	=					main_blocks[block_idx]
								_lowerCamelCase   	=					block.split('''\n'''				)

								# Get to the start of the imports.
								_lowerCamelCase   	=					0
								while line_idx < len(__a				) and "_import_structure" not in block_lines[line_idx]:
												# Skip dummy import blocks
												if "import dummy" in block_lines[line_idx]:
																_lowerCamelCase   	=					len(__a				)
												else:
																line_idx += 1
								if line_idx >= len(__a				):
												continue

								# Ignore beginning and last line: they don't contain anything.
								_lowerCamelCase   	=					'''\n'''.join(block_lines[line_idx:-1]				)
								_lowerCamelCase   	=					get_indent(block_lines[1]				)
								# Slit the internal block into blocks of indent level 1.
								_lowerCamelCase   	=					split_code_in_indented_blocks(__a    , indent_level=__a				)
								# We have two categories of import key: list or _import_structure[key].append/extend
								_lowerCamelCase   	=					_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   	=					[(pattern.search(__a				).groups()[0] if pattern.search(__a				) is not None else None) for b in internal_blocks]
								# We only sort the lines with a key.
								_lowerCamelCase   	=					[(i, key) for i, key in enumerate(__a				) if key is not None]
								_lowerCamelCase   	=					[x[0] for x in sorted(__a    , key=lambda lowercase_				: x[1]				)]

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

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

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



def 							lowerCAmelCase_( lowercase_  :				Union[str, Any]=True				)						->							List[Any]:
				_lowerCamelCase   	=					[]
				for root, _, files in os.walk(__a				):
								if "__init__.py" in files:
												_lowerCamelCase   	=					sort_imports(os.path.join(__a    , '''__init__.py'''				)    , check_only=__a				)
												if result:
																_lowerCamelCase   	=					[os.path.join(__a    , '''__init__.py'''				)]
				if len(__a				) > 0:
								raise ValueError(F"""Would overwrite {len(__a				)} files, run `make style`."""				)


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

			sort_imports_in_all_inits(check_only=args.check_only)




'''simple docstring'''
from __future__ import annotations

import math


def      a (     __a					,   __a					,   __a					,   __a					,   __a  )    ->      int:



					'''simple docstring'''






					if depth < 0:
										raise ValueError('''Depth cannot be less than 0'''  )

					if len(__a  ) == 0:
										raise ValueError('''Scores cannot be empty'''  )

					if depth == height:
										return scores[node_index]

					if is_max:
										return max(
										    minimax(depth + 1					,   node_index * 2					,   __a					,   __a					,   __a  )					,   minimax(depth + 1					,   node_index * 2 + 1					,   __a					,   __a					,   __a  )					,   )

					return min(
					    minimax(depth + 1					,   node_index * 2					,   __a					,   __a					,   __a  )					,   minimax(depth + 1					,   node_index * 2 + 1					,   __a					,   __a					,   __a  )					,   )


def      a (     )    ->      None:



					'''simple docstring'''






					UpperCamelCase__  :str				   =					[90, 23, 6, 33, 21, 65, 123, 34423]
					UpperCamelCase__  :List[Any]				   =					math.log(len(__a  )					,   2  )
					print('''Optimal value : '''					,   end=''''''  )
					print(minimax(0					,   0					,   __a					,   __a					,   __a  )  )


if __name__ == "__main__":
		import doctest

		doctest.testmod()
		main()