
import argparse
import os
import re


UpperCamelCase__      :		Tuple       							=  "src/diffusers"

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




   """simple docstring"""
   _SCREAMING_SNAKE_CASE      =				_re_indent.search(__snake_case						)
   return "" if search is None else search.groups()[0]
def    lowerCAmelCase_	(				SCREAMING_SNAKE_CASE_    ,      SCREAMING_SNAKE_CASE_=""    ,      SCREAMING_SNAKE_CASE_=None    ,      SCREAMING_SNAKE_CASE_=None						)     ->     str:




   """simple docstring"""
   _SCREAMING_SNAKE_CASE      =				0
   _SCREAMING_SNAKE_CASE      =				code.split("""\n"""						)
   if start_prompt is not None:
      while not lines[index].startswith(__snake_case						):
         index += 1
      _SCREAMING_SNAKE_CASE      =				["""\n""".join(lines[:index]						)]
   else:
      _SCREAMING_SNAKE_CASE      =				[]

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

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

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

   return blocks
def    lowerCAmelCase_	(				SCREAMING_SNAKE_CASE_						)     ->     List[str]:




   """simple docstring"""

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

   return _inner
def    lowerCAmelCase_	(				SCREAMING_SNAKE_CASE_    ,      SCREAMING_SNAKE_CASE_=None						)     ->     Tuple:




   """simple docstring"""

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

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

   _SCREAMING_SNAKE_CASE      =				ignore_underscore(__snake_case						)
   return sorted(__snake_case    ,      key=__snake_case						) + sorted(__snake_case    ,      key=__snake_case						) + sorted(__snake_case    ,      key=__snake_case						)
def    lowerCAmelCase_	(				SCREAMING_SNAKE_CASE_						)     ->     Optional[Any]:




   """simple docstring"""

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

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




   """simple docstring"""
   with open(__snake_case    ,      """r"""						) as f:
      _SCREAMING_SNAKE_CASE      =				f.read()

   if "_import_structure" not in code:
      return

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

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

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

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

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

   if code != "\n".join(__snake_case						):
      if check_only:
         return True
      else:
         print(F"Overwriting {file}."						)
         with open(__snake_case    ,      """w"""						) as f:
            f.write("""\n""".join(__snake_case						)						)
def    lowerCAmelCase_	(				SCREAMING_SNAKE_CASE_=True						)     ->     Union[str, Any]:




   """simple docstring"""
   _SCREAMING_SNAKE_CASE      =				[]
   for root, _, files in os.walk(__snake_case						):
      if "__init__.py" in files:
         _SCREAMING_SNAKE_CASE      =				sort_imports(os.path.join(__snake_case    ,      """__init__.py"""						)    ,      check_only=__snake_case						)
         if result:
            _SCREAMING_SNAKE_CASE      =				[os.path.join(__snake_case    ,      """__init__.py"""						)]
   if len(__snake_case						) > 0:
      raise ValueError(F"Would overwrite {len(__snake_case						)} files, run `make style`."						)


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

     sort_imports_in_all_inits(check_only=args.check_only)








'''simple docstring'''



import warnings

from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding

class    _a				(_lowerCamelCase):





       """simple docstring"""




       SCREAMING_SNAKE_CASE      =  ['image_processor', 'tokenizer']
       SCREAMING_SNAKE_CASE      =  'ChineseCLIPImageProcessor'
       SCREAMING_SNAKE_CASE      =  ('BertTokenizer', 'BertTokenizerFast')






       def __init__(							self       ,							A__=None       ,							A__=None       ,							**A__      )    ->			int:
          _SCREAMING_SNAKE_CASE      =				None
          if "feature_extractor" in kwargs:
             warnings.warn(
                 """The `feature_extractor` argument is deprecated and will be removed in v5, use `image_processor`"""
                 """ instead."""       ,							A__       ,							)
             _SCREAMING_SNAKE_CASE      =				kwargs.pop("""feature_extractor"""      )

          _SCREAMING_SNAKE_CASE      =				image_processor if image_processor is not None else feature_extractor
          if image_processor is None:
             raise ValueError("""You need to specify an `image_processor`."""      )
          if tokenizer is None:
             raise ValueError("""You need to specify a `tokenizer`."""      )

          super().__init__(A__       ,							A__      )
          _SCREAMING_SNAKE_CASE      =				self.image_processor






       def __call__(							self       ,							A__=None       ,							A__=None       ,							A__=None       ,							**A__      )    ->			Optional[int]:

          if text is None and images is None:
             raise ValueError("""You have to specify either text or images. Both cannot be none."""      )

          if text is not None:
             _SCREAMING_SNAKE_CASE      =				self.tokenizer(A__       ,							return_tensors=A__       ,							**A__      )

          if images is not None:
             _SCREAMING_SNAKE_CASE      =				self.image_processor(A__       ,							return_tensors=A__       ,							**A__      )

          if text is not None and images is not None:
             _SCREAMING_SNAKE_CASE      =				image_features.pixel_values
             return encoding
          elif text is not None:
             return encoding
          else:
             return BatchEncoding(data=dict(**A__      )       ,							tensor_type=A__      )






       def        UpperCamelCase				(							self       ,							*A__       ,							**A__      )    ->			Dict:
          return self.tokenizer.batch_decode(*A__       ,							**A__      )






       def        UpperCamelCase				(							self       ,							*A__       ,							**A__      )    ->			Optional[Any]:
          return self.tokenizer.decode(*A__       ,							**A__      )






       @property
       def        UpperCamelCase				(							self      )    ->			List[Any]:
          _SCREAMING_SNAKE_CASE      =				self.tokenizer.model_input_names
          _SCREAMING_SNAKE_CASE      =				self.image_processor.model_input_names
          return list(dict.fromkeys(tokenizer_input_names + image_processor_input_names      )      )






       @property
       def        UpperCamelCase				(							self      )    ->			Optional[int]:
          warnings.warn(
              """`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead."""       ,							A__       ,							)
          return self.image_processor_class






