


import collections
import importlib.util
import os
import re
from pathlib import Path


lowercase_	   =     'src/transformers'


# Matches is_xxx_available()
lowercase_	   =     re.compile(R'is\_([a-z_]*)_available()')
# Catches a one-line _import_struct = {xxx}
lowercase_	   =     re.compile(R'^_import_structure\s+=\s+\{([^\}]+)\}')
# Catches a line with a key-values pattern: "bla": ["foo", "bar"]
lowercase_	   =     re.compile(R'\s+"\S*":\s+\[([^\]]*)\]')
# Catches a line if not is_foo_available
lowercase_	   =     re.compile(R'^\s*if\s+not\s+is\_[a-z_]*\_available\(\)')
# Catches a line _import_struct["bla"].append("foo")
lowercase_	   =     re.compile(R'^\s*_import_structure\["\S*"\]\.append\("(\S*)"\)')
# Catches a line _import_struct["bla"].extend(["foo", "bar"]) or _import_struct["bla"] = ["foo", "bar"]
lowercase_	   =     re.compile(R'^\s*_import_structure\[\S*\](?:\.extend\(|\s*=\s+)\[([^\]]*)\]')
# Catches a line with an object between quotes and a comma:     "MyModel",
lowercase_	   =     re.compile('^\s+"([^"]+)",')
# Catches a line with objects between brackets only:    ["foo", "bar"],
lowercase_	   =     re.compile('^\s+\[([^\]]+)\]')
# Catches a line with from foo import bar, bla, boo
lowercase_	   =     re.compile(R'\s+from\s+\S*\s+import\s+([^\(\s].*)\n')
# Catches a line with try:
lowercase_	   =     re.compile(R'^\s*try:')
# Catches a line with else:
lowercase_	   =     re.compile(R'^\s*else:')
def 				UpperCamelCase__					(  SCREAMING_SNAKE_CASE__						):
 if _re_test_backend.search(SCREAMING_SNAKE_CASE__						) is None:
  return None
 __lowerCamelCase		:							Tuple		 =						[b[0] for b in _re_backend.findall(SCREAMING_SNAKE_CASE__						)]
 backends.sort()
 return "_and_".join(SCREAMING_SNAKE_CASE__						)
def 				UpperCamelCase__					(  SCREAMING_SNAKE_CASE__						):
 with open(SCREAMING_SNAKE_CASE__      ,	'r'      ,	encoding='utf-8'      ,	newline='\n'						) as f:
  __lowerCamelCase		:							Dict		 =						f.readlines()

 __lowerCamelCase		:							Optional[int]		 =						0
 while line_index < len(SCREAMING_SNAKE_CASE__						) and not lines[line_index].startswith('_import_structure = {'						):
  line_index += 1

 # If this is a traditional init, just return.
 if line_index >= len(SCREAMING_SNAKE_CASE__						):
  return None

 # First grab the objects without a specific backend in _import_structure
 __lowerCamelCase		:							Tuple		 =						[]
 while not lines[line_index].startswith('if TYPE_CHECKING'						) and find_backend(lines[line_index]						) is None:
  __lowerCamelCase		:							Union[str, Any]		 =						lines[line_index]
  # If we have everything on a single line, let's deal with it.
  if _re_one_line_import_struct.search(SCREAMING_SNAKE_CASE__						):
   __lowerCamelCase		:							List[Any]		 =						_re_one_line_import_struct.search(SCREAMING_SNAKE_CASE__						).groups()[0]
   __lowerCamelCase		:							Optional[int]		 =						re.findall('\[([^\]]+)\]'      ,	SCREAMING_SNAKE_CASE__						)
   for imp in imports:
    objects.extend([obj[1:-1] for obj in imp.split(', '						)]						)
   line_index += 1
   continue
  __lowerCamelCase		:							Any		 =						_re_import_struct_key_value.search(SCREAMING_SNAKE_CASE__						)
  if single_line_import_search is not None:
   __lowerCamelCase		:							Dict		 =						[obj[1:-1] for obj in single_line_import_search.groups()[0].split(', '						) if len(SCREAMING_SNAKE_CASE__						) > 0]
   objects.extend(SCREAMING_SNAKE_CASE__						)
  elif line.startswith(' ' * 8 + '"'						):
   objects.append(line[9:-3]						)
  line_index += 1

 __lowerCamelCase		:							Tuple		 =						{'none': objects}
 # Let's continue with backend-specific objects in _import_structure
 while not lines[line_index].startswith('if TYPE_CHECKING'						):
  # If the line is an if not is_backend_available, we grab all objects associated.
  __lowerCamelCase		:							Optional[int]		 =						find_backend(lines[line_index]						)
  # Check if the backend declaration is inside a try block:
  if _re_try.search(lines[line_index - 1]						) is None:
   __lowerCamelCase		:							Any		 =						None

  if backend is not None:
   line_index += 1

   # Scroll until we hit the else block of try-except-else
   while _re_else.search(lines[line_index]						) is None:
    line_index += 1

   line_index += 1

   __lowerCamelCase		:							Union[str, Any]		 =						[]
   # Until we unindent, add backend objects to the list
   while len(lines[line_index]						) <= 1 or lines[line_index].startswith(' ' * 4						):
    __lowerCamelCase		:							Optional[Any]		 =						lines[line_index]
    if _re_import_struct_add_one.search(SCREAMING_SNAKE_CASE__						) is not None:
     objects.append(_re_import_struct_add_one.search(SCREAMING_SNAKE_CASE__						).groups()[0]						)
    elif _re_import_struct_add_many.search(SCREAMING_SNAKE_CASE__						) is not None:
     __lowerCamelCase		:							Optional[Any]		 =						_re_import_struct_add_many.search(SCREAMING_SNAKE_CASE__						).groups()[0].split(', '						)
     __lowerCamelCase		:							Any		 =						[obj[1:-1] for obj in imports if len(SCREAMING_SNAKE_CASE__						) > 0]
     objects.extend(SCREAMING_SNAKE_CASE__						)
    elif _re_between_brackets.search(SCREAMING_SNAKE_CASE__						) is not None:
     __lowerCamelCase		:							int		 =						_re_between_brackets.search(SCREAMING_SNAKE_CASE__						).groups()[0].split(', '						)
     __lowerCamelCase		:							Optional[int]		 =						[obj[1:-1] for obj in imports if len(SCREAMING_SNAKE_CASE__						) > 0]
     objects.extend(SCREAMING_SNAKE_CASE__						)
    elif _re_quote_object.search(SCREAMING_SNAKE_CASE__						) is not None:
     objects.append(_re_quote_object.search(SCREAMING_SNAKE_CASE__						).groups()[0]						)
    elif line.startswith(' ' * 8 + '"'						):
     objects.append(line[9:-3]						)
    elif line.startswith(' ' * 12 + '"'						):
     objects.append(line[13:-3]						)
    line_index += 1

   __lowerCamelCase		:							Optional[Any]		 =						objects
  else:
   line_index += 1

    # At this stage we are in the TYPE_CHECKING part, first grab the objects without a specific backend
 __lowerCamelCase		:							int		 =						[]
 while (
     line_index < len(SCREAMING_SNAKE_CASE__						)
     and find_backend(lines[line_index]						) is None
     and not lines[line_index].startswith('else'						)
 ):
  __lowerCamelCase		:							str		 =						lines[line_index]
  __lowerCamelCase		:							Any		 =						_re_import.search(SCREAMING_SNAKE_CASE__						)
  if single_line_import_search is not None:
   objects.extend(single_line_import_search.groups()[0].split(', '						)						)
  elif line.startswith(' ' * 8						):
   objects.append(line[8:-2]						)
  line_index += 1

 __lowerCamelCase		:							Optional[Any]		 =						{'none': objects}
 # Let's continue with backend-specific objects
 while line_index < len(SCREAMING_SNAKE_CASE__						):
  # If the line is an if is_backend_available, we grab all objects associated.
  __lowerCamelCase		:							str		 =						find_backend(lines[line_index]						)
  # Check if the backend declaration is inside a try block:
  if _re_try.search(lines[line_index - 1]						) is None:
   __lowerCamelCase		:							List[str]		 =						None

  if backend is not None:
   line_index += 1

   # Scroll until we hit the else block of try-except-else
   while _re_else.search(lines[line_index]						) is None:
    line_index += 1

   line_index += 1

   __lowerCamelCase		:							Dict		 =						[]
   # Until we unindent, add backend objects to the list
   while len(lines[line_index]						) <= 1 or lines[line_index].startswith(' ' * 8						):
    __lowerCamelCase		:							Any		 =						lines[line_index]
    __lowerCamelCase		:							Union[str, Any]		 =						_re_import.search(SCREAMING_SNAKE_CASE__						)
    if single_line_import_search is not None:
     objects.extend(single_line_import_search.groups()[0].split(', '						)						)
    elif line.startswith(' ' * 12						):
     objects.append(line[12:-2]						)
    line_index += 1

   __lowerCamelCase		:							List[Any]		 =						objects
  else:
   line_index += 1

 return import_dict_objects, type_hint_objects
def 				UpperCamelCase__					(  SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__						):

 def find_duplicates(SCREAMING_SNAKE_CASE__						):
  return [k for k, v in collections.Counter(SCREAMING_SNAKE_CASE__						).items() if v > 1]

 if list(import_dict_objects.keys()						) != list(type_hint_objects.keys()						):
  return ["Both sides of the init do not have the same backends!"]

 __lowerCamelCase		:							Any		 =						[]
 for key in import_dict_objects.keys():
  __lowerCamelCase		:							int		 =						find_duplicates(import_dict_objects[key]						)
  if duplicate_imports:
   errors.append(f'Duplicate _import_structure definitions for: {duplicate_imports}'						)
  __lowerCamelCase		:							Dict		 =						find_duplicates(type_hint_objects[key]						)
  if duplicate_type_hints:
   errors.append(f'Duplicate TYPE_CHECKING objects for: {duplicate_type_hints}'						)

  if sorted(set(import_dict_objects[key]						)						) != sorted(set(type_hint_objects[key]						)						):
   __lowerCamelCase		:							Tuple		 =						'base imports' if key == 'none' else f'{key} backend'
   errors.append(f'Differences for {name}:'						)
   for a in type_hint_objects[key]:
    if a not in import_dict_objects[key]:
     errors.append(f'  {a} in TYPE_HINT but not in _import_structure.'						)
   for a in import_dict_objects[key]:
    if a not in type_hint_objects[key]:
     errors.append(f'  {a} in _import_structure but not in TYPE_HINT.'						)
 return errors
def 				UpperCamelCase__					(  ):
 __lowerCamelCase		:							Optional[Any]		 =						[]
 for root, _, files in os.walk(SCREAMING_SNAKE_CASE__						):
  if "__init__.py" in files:
   __lowerCamelCase		:							Dict		 =						os.path.join(SCREAMING_SNAKE_CASE__      ,	'__init__.py'						)
   __lowerCamelCase		:							str		 =						parse_init(SCREAMING_SNAKE_CASE__						)
   if objects is not None:
    __lowerCamelCase		:							int		 =						analyze_results(*SCREAMING_SNAKE_CASE__						)
    if len(SCREAMING_SNAKE_CASE__						) > 0:
     __lowerCamelCase		:							str		 =						f'Problem in {fname}, both halves do not define the same objects.\n{errors[0]}'
     failures.append('\n'.join(SCREAMING_SNAKE_CASE__						)						)
 if len(SCREAMING_SNAKE_CASE__						) > 0:
  raise ValueError('\n\n'.join(SCREAMING_SNAKE_CASE__						)						)
def 				UpperCamelCase__					(  ):
 __lowerCamelCase		:							Optional[int]		 =						[]
 for path, directories, files in os.walk(SCREAMING_SNAKE_CASE__						):
  for folder in directories:
   # Ignore private modules
   if folder.startswith('_'						):
    directories.remove(SCREAMING_SNAKE_CASE__						)
    continue
   # Ignore leftovers from branches (empty folders apart from pycache)
   if len(list((Path(SCREAMING_SNAKE_CASE__						) / folder).glob('*.py'						)						)						) == 0:
    continue
   __lowerCamelCase		:							List[str]		 =						str((Path(SCREAMING_SNAKE_CASE__						) / folder).relative_to(SCREAMING_SNAKE_CASE__						)						)
   __lowerCamelCase		:							Tuple		 =						short_path.replace(os.path.sep      ,	'.'						)
   submodules.append(SCREAMING_SNAKE_CASE__						)
  for fname in files:
   if fname == "__init__.py":
    continue
   __lowerCamelCase		:							List[Any]		 =						str((Path(SCREAMING_SNAKE_CASE__						) / fname).relative_to(SCREAMING_SNAKE_CASE__						)						)
   __lowerCamelCase		:							Optional[Any]		 =						short_path.replace('.py'      ,	''						).replace(os.path.sep      ,	'.'						)
   if len(submodule.split('.'						)						) == 1:
    submodules.append(SCREAMING_SNAKE_CASE__						)
 return submodules


lowercase_	   =     [
    'convert_pytorch_checkpoint_to_tf2',
    'modeling_flax_pytorch_utils',
]
def 				UpperCamelCase__					(  ):
 # This is to make sure the transformers module imported is the one in the repo.
 __lowerCamelCase		:							Any		 =						importlib.util.spec_from_file_location(
     'transformers'      ,	os.path.join(SCREAMING_SNAKE_CASE__      ,	'__init__.py'						)      ,	submodule_search_locations=[PATH_TO_TRANSFORMERS]      ,	)
 __lowerCamelCase		:							Union[str, Any]		 =						spec.loader.load_module()

 __lowerCamelCase		:							List[str]		 =						[
     module
     for module in get_transformers_submodules()
     if module not in IGNORE_SUBMODULES and module not in transformers._import_structure.keys()
 ]
 if len(SCREAMING_SNAKE_CASE__						) > 0:
  __lowerCamelCase		:							Union[str, Any]		 =						'\n'.join(f'- {module}' for module in module_not_registered						)
  raise ValueError(
      'The following submodules are not properly registered in the main init of Transformers:\n'
      f'{list_of_modules}\n'
      'Make sure they appear somewhere in the keys of `_import_structure` with an empty list as value.'						)


if __name__ == "__main__":
       check_all_inits()
       check_submodules()





import warnings

from ...utils import logging
from .image_processing_chinese_clip import ChineseCLIPImageProcessor


lowercase_	   =     logging.get_logger(__name__)


class 	A_ (	__UpperCamelCase   ):




      '''simple docstring'''


      def __init__(    self:	List[str]						,				*a:	List[Any]						,				**a:	Optional[Any]    ):
       warnings.warn(
           'The class ChineseCLIPFeatureExtractor is deprecated and will be removed in version 5 of Transformers.'
           ' Please use ChineseCLIPImageProcessor instead.'						,				a						,				)
       super().__init__(*a						,				**a    )

