





import collections
import os
import re
from pathlib import Path


lowercase    : Union[str, Any]    	=  """src/transformers"""


# Matches is_xxx_available()
lowercase    : int    	=  re.compile(R"""is\_([a-z_]*)_available()""")
# Catches a one-line _import_struct = {xxx}
lowercase    : str    	=  re.compile(R"""^_import_structure\s+=\s+\{([^\}]+)\}""")
# Catches a line with a key-values pattern: "bla": ["foo", "bar"]
lowercase    : Optional[Any]    	=  re.compile(R"""\s+\"\S*\":\s+\[([^\]]*)\]""")
# Catches a line if not is_foo_available
lowercase    : int    	=  re.compile(R"""^\s*if\s+not\s+is\_[a-z_]*\_available\(\)""")
# Catches a line _import_struct["bla"].append("foo")
lowercase    : Any    	=  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    : Optional[Any]    	=  re.compile(R"""^\s*_import_structure\[\S*\](?:\.extend\(|\s*=\s+)\[([^\]]*)\]""")
# Catches a line with an object between quotes and a comma:     "MyModel",
lowercase    : Dict    	=  re.compile(R"""^\s+\"([^\"]+)\",""")
# Catches a line with objects between brackets only:    ["foo", "bar"],
lowercase    : str    	=  re.compile(R"""^\s+\[([^\]]+)\]""")
# Catches a line with from foo import bar, bla, boo
lowercase    : int    	=  re.compile(R"""\s+from\s+\S*\s+import\s+([^\(\s].*)\n""")
# Catches a line with try:
lowercase    : Dict    	=  re.compile(R"""^\s*try:""")
# Catches a line with else:
lowercase    : str    	=  re.compile(R"""^\s*else:""")


def     SCREAMING_SNAKE_CASE			(      lowerCAmelCase					):






							if _re_test_backend.search(a__					) is None:
														return None
							_UpperCamelCase              =						[b[0] for b in _re_backend.findall(a__					)]
							backends.sort()
							return "_and_".join(a__					)


def     SCREAMING_SNAKE_CASE			(      lowerCAmelCase					):






							with open(a__    ,       '''r'''    ,       encoding='''utf-8'''    ,       newline='''\n'''					) as f:
														_UpperCamelCase              =						f.readlines()

							_UpperCamelCase              =						0
							while line_index < len(a__					) and not lines[line_index].startswith('''_import_structure = {'''					):
														line_index += 1

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

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

							_UpperCamelCase              =						{'''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.
														_UpperCamelCase              =						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:
																					_UpperCamelCase              =						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

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

																					_UpperCamelCase              =						objects
														else:
																					line_index += 1

    # At this stage we are in the TYPE_CHECKING part, first grab the objects without a specific backend
							_UpperCamelCase              =						[]
							while (
							    line_index < len(a__					)
							    and find_backend(lines[line_index]					) is None
							    and not lines[line_index].startswith('''else'''					)
							):
														_UpperCamelCase              =						lines[line_index]
														_UpperCamelCase              =						_re_import.search(a__					)
														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

							_UpperCamelCase              =						{'''none''': objects}
							# Let's continue with backend-specific objects
							while line_index < len(a__					):
														# If the line is an if is_backend_available, we grab all objects associated.
														_UpperCamelCase              =						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:
																					_UpperCamelCase              =						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

																					_UpperCamelCase              =						[]
																					# Until we unindent, add backend objects to the list
																					while len(lines[line_index]					) <= 1 or lines[line_index].startswith(''' ''' * 8					):
																												_UpperCamelCase              =						lines[line_index]
																												_UpperCamelCase              =						_re_import.search(a__					)
																												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

																					_UpperCamelCase              =						objects
														else:
																					line_index += 1

							return import_dict_objects, type_hint_objects


def     SCREAMING_SNAKE_CASE			(      lowerCAmelCase    ,       lowerCAmelCase					):






							def find_duplicates(lowerCAmelCase					):
														return [k for k, v in collections.Counter(a__					).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!"]

							_UpperCamelCase              =						[]
							for key in import_dict_objects.keys():
														_UpperCamelCase              =						find_duplicates(import_dict_objects[key]					)
														if duplicate_imports:
																					errors.append(f'''Duplicate _import_structure definitions for: {duplicate_imports}'''					)
														_UpperCamelCase              =						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]					)					):
																					_UpperCamelCase              =						'''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     SCREAMING_SNAKE_CASE			(      ):
							_UpperCamelCase              =						[]
							for root, _, files in os.walk(a__					):
														if "__init__.py" in files:
																					_UpperCamelCase              =						os.path.join(a__    ,       '''__init__.py'''					)
																					_UpperCamelCase              =						parse_init(a__					)
																					if objects is not None:
																												_UpperCamelCase              =						analyze_results(*a__					)
																												if len(a__					) > 0:
																																			_UpperCamelCase              =						f'''Problem in {fname}, both halves do not define the same objects.\n{errors[0]}'''
																																			failures.append('''\n'''.join(a__					)					)
							if len(a__					) > 0:
														raise ValueError('''\n\n'''.join(a__					)					)


def     SCREAMING_SNAKE_CASE			(      ):
							_UpperCamelCase              =						[]
							for path, directories, files in os.walk(a__					):
														for folder in directories:
																					# Ignore private modules
																					if folder.startswith('''_'''					):
																												directories.remove(a__					)
																												continue
																					# Ignore leftovers from branches (empty folders apart from pycache)
																					if len(list((Path(a__					) / folder).glob('''*.py'''					)					)					) == 0:
																												continue
																					_UpperCamelCase              =						str((Path(a__					) / folder).relative_to(a__					)					)
																					_UpperCamelCase              =						short_path.replace(os.path.sep    ,       '''.'''					)
																					submodules.append(a__					)
														for fname in files:
																					if fname == "__init__.py":
																												continue
																					_UpperCamelCase              =						str((Path(a__					) / fname).relative_to(a__					)					)
																					_UpperCamelCase              =						short_path.replace('''.py'''    ,       ''''''					).replace(os.path.sep    ,       '''.'''					)
																					if len(submodule.split('''.'''					)					) == 1:
																												submodules.append(a__					)
							return submodules


lowercase    : Tuple    	=  [
    """convert_pytorch_checkpoint_to_tf2""",
    """modeling_flax_pytorch_utils""",
    """models.esm.openfold_utils""",
]


def     SCREAMING_SNAKE_CASE			(      ):
							from transformers.utils import direct_transformers_import

							_UpperCamelCase              =						direct_transformers_import(a__					)

							_UpperCamelCase              =						set(transformers._import_structure.keys()					)
							# This contains all the base keys of the _import_structure object defined in the init, but if the user is missing
							# some optional dependencies, they may not have all of them. Thus we read the init to read all additions and
							# (potentiall re-) add them.
							with open(os.path.join(a__    ,       '''__init__.py'''					)    ,       '''r'''					) as f:
														_UpperCamelCase              =						f.read()
							import_structure_keys.update(set(re.findall(R'''import_structure\[\"([^\"]*)\"\]'''    ,       a__					)					)					)

							_UpperCamelCase              =						[
							    module
							    for module in get_transformers_submodules()
							    if module not in IGNORE_SUBMODULES and module not in import_structure_keys
							]

							if len(a__					) > 0:
														_UpperCamelCase              =						'''\n'''.join(f'''- {module}''' for module in module_not_registered					)
														raise ValueError(
														    '''The following submodules are not properly registed 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_clip import CLIPImageProcessor


lowercase    : str    	=  logging.get_logger(__name__)

class  __A(						__UpperCAmelCase ):

     def __init__(      self,       *A,       **A      ):





            """simple docstring"""

            warnings.warn(
                '''The class CLIPFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'''
                ''' use CLIPImageProcessor instead.''',       A,       )
            super().__init__(*A,       **A      )






