

import argparse
import os
import re


lowerCAmelCase_			      =      '''src/transformers'''

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


def     __SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__			):
						snake_case_  =      _re_indent.search(UpperCAmelCase_			)
						return "" if search is None else search.groups()[0]


def     __SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__    ,						SCREAMING_SNAKE_CASE__=""    ,						SCREAMING_SNAKE_CASE__=None    ,						SCREAMING_SNAKE_CASE__=None			):
						snake_case_  =      0
						snake_case_  =      code.split('''\n'''			)
						if start_prompt is not None:
												while not lines[index].startswith(UpperCAmelCase_			):
																		index += 1
												snake_case_  =      ['''\n'''.join(lines[:index]			)]
						else:
												snake_case_  =      []

						# We split into blocks until we get to the `end_prompt` (or the end of the block).
						snake_case_  =      [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:
																														snake_case_  =      [lines[index + 1]]
																														index += 1
																								else:
																														snake_case_  =      []
																		else:
																								blocks.append('''\n'''.join(UpperCAmelCase_			)			)
																								snake_case_  =      [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     __SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__			):

						def _inner(SCREAMING_SNAKE_CASE__			):
												return key(UpperCAmelCase_			).lower().replace('''_'''    ,						''''''			)

						return _inner


def     __SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__    ,						SCREAMING_SNAKE_CASE__=None			):

						# If no key is provided, we use a noop.
						def noop(SCREAMING_SNAKE_CASE__			):
												return x

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

						snake_case_  =      ignore_underscore(UpperCAmelCase_			)
						return sorted(UpperCAmelCase_    ,						key=UpperCAmelCase_			) + sorted(UpperCAmelCase_    ,						key=UpperCAmelCase_			) + sorted(UpperCAmelCase_    ,						key=UpperCAmelCase_			)


def     __SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__			):

						# This inner function sort imports between [ ].
						def _replace(SCREAMING_SNAKE_CASE__			):
												snake_case_  =      match.groups()[0]
												if "," not in imports:
																		return F'''[{imports}]'''
												snake_case_  =      [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:
																		snake_case_  =      keys[:-1]
												return "[" + ", ".join([F'''"{k}"''' for k in sort_objects(UpperCAmelCase_			)]			) + "]"

						snake_case_  =      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.
												snake_case_  =      2 if lines[1].strip() == '''[''' else 1
												snake_case_  =      [(i, _re_strip_line.search(UpperCAmelCase_			).groups()[0]) for i, line in enumerate(lines[idx:-idx]			)]
												snake_case_  =      sort_objects(UpperCAmelCase_    ,						key=lambda SCREAMING_SNAKE_CASE__			: x[1]			)
												snake_case_  =      [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:
																		snake_case_  =      _re_bracket_content.sub(_replace    ,						lines[1]			)
												else:
																		snake_case_  =      [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:
																								snake_case_  =      keys[:-1]
																		snake_case_  =      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
												snake_case_  =      _re_bracket_content.sub(_replace    ,						UpperCAmelCase_			)
												return import_statement


def     __SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__    ,						SCREAMING_SNAKE_CASE__=True			):
						with open(UpperCAmelCase_    ,						encoding='''utf-8'''			) as f:
												snake_case_  =      f.read()

						if "_import_structure" not in code:
												return

						# Blocks of indent level 0
						snake_case_  =      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.
												snake_case_  =      main_blocks[block_idx]
												snake_case_  =      block.split('''\n'''			)

												# Get to the start of the imports.
												snake_case_  =      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]:
																								snake_case_  =      len(UpperCAmelCase_			)
																		else:
																								line_idx += 1
												if line_idx >= len(UpperCAmelCase_			):
																		continue

												# Ignore beginning and last line: they don't contain anything.
												snake_case_  =      '''\n'''.join(block_lines[line_idx:-1]			)
												snake_case_  =      get_indent(block_lines[1]			)
												# Slit the internal block into blocks of indent level 1.
												snake_case_  =      split_code_in_indented_blocks(UpperCAmelCase_    ,						indent_level=UpperCAmelCase_			)
												# We have two categories of import key: list or _import_structure[key].append/extend
												snake_case_  =      _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.
												snake_case_  =      [(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.
												snake_case_  =      [(i, key) for i, key in enumerate(UpperCAmelCase_			) if key is not None]
												snake_case_  =      [x[0] for x in sorted(UpperCAmelCase_    ,						key=lambda SCREAMING_SNAKE_CASE__			: x[1]			)]

												# We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
												snake_case_  =      0
												snake_case_  =      []
												for i in range(len(UpperCAmelCase_			)			):
																		if keys[i] is None:
																								reorderded_blocks.append(internal_blocks[i]			)
																		else:
																								snake_case_  =      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.
												snake_case_  =      '''\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     __SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__=True			):
						snake_case_  =      []
						for root, _, files in os.walk(UpperCAmelCase_			):
												if "__init__.py" in files:
																		snake_case_  =      sort_imports(os.path.join(UpperCAmelCase_    ,						'''__init__.py'''			)    ,						check_only=UpperCAmelCase_			)
																		if result:
																								snake_case_  =      [os.path.join(UpperCAmelCase_    ,						'''__init__.py'''			)]
						if len(UpperCAmelCase_			) > 0:
												raise ValueError(F'''Would overwrite {len(UpperCAmelCase_			)} files, run `make style`.'''			)


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

					sort_imports_in_all_inits(check_only=args.check_only)

from math import isqrt, loga
def 							SCREAMING_SNAKE_CASE_	(					UpperCAmelCase_	:     int				)			->						list[int]:
       SCREAMING_SNAKE_CASE_							:				int		=[True] * max_number
       for i in range(2			,							isqrt(max_number - 1				) + 1				):
              if is_prime[i]:
                     for j in range(i**2			,							UpperCAmelCase_			,							UpperCAmelCase_				):
                            SCREAMING_SNAKE_CASE_							:				Dict		=False

       return [i for i in range(2			,							UpperCAmelCase_				) if is_prime[i]]
def 							SCREAMING_SNAKE_CASE_	(					UpperCAmelCase_	:     int = 8_0_0_8_0_0			,							UpperCAmelCase_	:     int = 8_0_0_8_0_0				)			->						int:
       SCREAMING_SNAKE_CASE_							:				str		=degree * loga(UpperCAmelCase_				)
       SCREAMING_SNAKE_CASE_							:				List[Any]		=int(UpperCAmelCase_				)
       SCREAMING_SNAKE_CASE_							:				int		=calculate_prime_numbers(UpperCAmelCase_				)

       SCREAMING_SNAKE_CASE_							:				int		=0
       SCREAMING_SNAKE_CASE_							:				List[Any]		=0
       SCREAMING_SNAKE_CASE_							:				Any		=len(UpperCAmelCase_				) - 1
       while left < right:
              while (
                  prime_numbers[right] * loga(prime_numbers[left]				)
                  + prime_numbers[left] * loga(prime_numbers[right]				)
                  > upper_bound
              ):
                     right -= 1
              hybrid_integers_count += right - left
              left += 1

       return hybrid_integers_count


if __name__ == "__main__":
 print(F"{solution() = }")
