





import argparse
import os
import re


_lowerCamelCase			       =      'src/diffusers'

# 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    __UpperCAmelCase(      lowercase_      ):
       _lowerCamelCase							:     int	=		_re_indent.search(lowercase_      )
       return "" if search is None else search.groups()[0]




def    __UpperCAmelCase(      lowercase_ ,    lowercase_="" ,    lowercase_=None ,    lowercase_=None      ):
       _lowerCamelCase							:     Any	=		0
       _lowerCamelCase							:     Any	=		code.split('''\n'''      )
       if start_prompt is not None:
              while not lines[index].startswith(lowercase_      ):
                     index += 1
              _lowerCamelCase							:     Tuple	=		['''\n'''.join(lines[:index]      )]
       else:
              _lowerCamelCase							:     Union[str, Any]	=		[]

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

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

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

       return blocks




def    __UpperCAmelCase(      lowercase_      ):

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

       return _inner




def    __UpperCAmelCase(      lowercase_ ,    lowercase_=None      ):

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

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

       _lowerCamelCase							:     List[str]	=		ignore_underscore(lowercase_      )
       return sorted(lowercase_ ,    key=lowercase_      ) + sorted(lowercase_ ,    key=lowercase_      ) + sorted(lowercase_ ,    key=lowercase_      )




def    __UpperCAmelCase(      lowercase_      ):

       # This inner function sort imports between [ ].
       def _replace(lowercase_      ):
              _lowerCamelCase							:     Optional[int]	=		match.groups()[0]
              if "," not in imports:
                     return F"""[{imports}]"""
              _lowerCamelCase							:     Optional[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:
                     _lowerCamelCase							:     str	=		keys[:-1]
              return "[" + ", ".join([F"""\"{k}\"""" for k in sort_objects(lowercase_      )]      ) + "]"

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




def    __UpperCAmelCase(      lowercase_ ,    lowercase_=True      ):
       with open(lowercase_ ,    '''r'''      ) as f:
              _lowerCamelCase							:     Union[str, Any]	=		f.read()

       if "_import_structure" not in code:
              return

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

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

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

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

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

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




def    __UpperCAmelCase(      lowercase_=True      ):
       _lowerCamelCase							:     Any	=		[]
       for root, _, files in os.walk(lowercase_      ):
              if "__init__.py" in files:
                     _lowerCamelCase							:     List[str]	=		sort_imports(os.path.join(lowercase_ ,    '''__init__.py'''      ) ,    check_only=lowercase_      )
                     if result:
                            _lowerCamelCase							:     Optional[int]	=		[os.path.join(lowercase_ ,    '''__init__.py'''      )]
       if len(lowercase_      ) > 0:
              raise ValueError(F"""Would overwrite {len(lowercase_      )} 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)








import math




def    __UpperCAmelCase(      lowercase_ ,    lowercase_      ):
       _lowerCamelCase							:     List[str]	=		len(lowercase_      )
       _lowerCamelCase							:     Optional[int]	=		int(math.floor(math.sqrt(lowercase_      )      )      )
       _lowerCamelCase							:     Tuple	=		0
       while arr[min(lowercase_ ,    lowercase_      ) - 1] < x:
              _lowerCamelCase							:     Optional[Any]	=		step
              step += int(math.floor(math.sqrt(lowercase_      )      )      )
              if prev >= n:
                     return -1

       while arr[prev] < x:
              _lowerCamelCase							:     int	=		prev + 1
              if prev == min(lowercase_ ,    lowercase_      ):
                     return -1
       if arr[prev] == x:
              return prev
       return -1


if __name__ == "__main__":
       _lowerCamelCase			       =      input('Enter numbers separated by a comma:\n').strip()
       _lowerCamelCase			       =      [int(item) for item in user_input.split(',')]
       _lowerCamelCase			       =      int(input('Enter the number to be searched:\n'))
       _lowerCamelCase			       =      jump_search(arr, x)
       if res == -1:
              print('Number not found!')
       else:
              print(F'''Number {x} is at index {res}''')

