"""simple docstring"""



import argparse
import os
import re


SCREAMING_SNAKE_CASE__:Optional[int]			=	"""src/diffusers"""

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



def 					_lowerCamelCase(					a							):
       __a     				=  _re_indent.search(a							)
       return "" if search is None else search.groups()[0]



def 					_lowerCamelCase(					a ,  a="" ,  a=None ,  a=None							):
       __a     				=  0
       __a     				=  code.split("\n"							)
       if start_prompt is not None:
              while not lines[index].startswith(a							):
                     index += 1
              __a     				=  ["\n".join(lines[:index]							)]
       else:
              __a     				=  []

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

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

       return _inner



def 					_lowerCamelCase(					a ,  a=None							):

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

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

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



def 					_lowerCamelCase(					a							):

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

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



def 					_lowerCamelCase(					a ,  a=True							):
       with open(a ,  "r"							) as f:
              __a     				=  f.read()

       if "_import_structure" not in code:
              return

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

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

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

              # We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
              __a     				=  0
              __a     				=  []
              for i in range(len(a							)							):
                     if keys[i] is None:
                            reordered_blocks.append(internal_blocks[i]							)
                     else:
                            __a     				=  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.
              __a     				=  "\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(					a=True							):
       __a     				=  []
       for root, _, files in os.walk(a							):
              if "__init__.py" in files:
                     __a     				=  sort_imports(os.path.join(a ,  "__init__.py"							) ,  check_only=a							)
                     if result:
                            __a     				=  [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__:str			=	argparse.ArgumentParser()
   parser.add_argument("""--check_only""", action="""store_true""", help="""Whether to only check or fix style.""")
   SCREAMING_SNAKE_CASE__:Any			=	parser.parse_args()

   sort_imports_in_all_inits(check_only=args.check_only)

"""simple docstring"""



import string

# frequency taken from https://en.wikipedia.org/wiki/Letter_frequency
SCREAMING_SNAKE_CASE__:Any			=	{
    """E""": 12.70,
    """T""": 9.06,
    """A""": 8.17,
    """O""": 7.51,
    """I""": 6.97,
    """N""": 6.75,
    """S""": 6.33,
    """H""": 6.09,
    """R""": 5.99,
    """D""": 4.25,
    """L""": 4.03,
    """C""": 2.78,
    """U""": 2.76,
    """M""": 2.41,
    """W""": 2.36,
    """F""": 2.23,
    """G""": 2.02,
    """Y""": 1.97,
    """P""": 1.93,
    """B""": 1.29,
    """V""": 0.98,
    """K""": 0.77,
    """J""": 0.15,
    """X""": 0.15,
    """Q""": 0.10,
    """Z""": 0.07,
}
SCREAMING_SNAKE_CASE__:Optional[int]			=	"""ETAOINSHRDLCUMWFGYPBVKJXQZ"""
SCREAMING_SNAKE_CASE__:Tuple			=	"""ABCDEFGHIJKLMNOPQRSTUVWXYZ"""



def 					_lowerCamelCase(					a							):
       __a     				=  {letter: 0 for letter in string.ascii_uppercase}
       for letter in message.upper():
              if letter in LETTERS:
                     letter_count[letter] += 1

       return letter_count



def 					_lowerCamelCase(					a							):
       return x[0]



def 					_lowerCamelCase(					a							):
       __a     				=  get_letter_count(a							)
       __a     				=  {
           freq: [] for letter, freq in letter_to_freq.items()
       }
       for letter in LETTERS:
              freq_to_letter[letter_to_freq[letter]].append(a							)

       __a     				=  {}

       for freq in freq_to_letter:
              freq_to_letter[freq].sort(key=ETAOIN.find ,  reverse=a							)
              __a     				=  "".join(freq_to_letter[freq]							)

       __a     				=  list(freq_to_letter_str.items()							)
       freq_pairs.sort(key=a ,  reverse=a							)

       __a     				=  [freq_pair[1] for freq_pair in freq_pairs]

       return "".join(a							)



def 					_lowerCamelCase(					a							):
       __a     				=  get_frequency_order(a							)
       __a     				=  0
       for common_letter in ETAOIN[:6]:
              if common_letter in freq_order[:6]:
                     match_score += 1

       for uncommon_letter in ETAOIN[-6:]:
              if uncommon_letter in freq_order[-6:]:
                     match_score += 1

       return match_score


if __name__ == "__main__":
   import doctest

   doctest.testmod()
