






import collections
import os
import re
from pathlib import Path


UpperCAmelCase_ :						int      =      '''src/transformers'''


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

def    SCREAMING_SNAKE_CASE_							(							__magic_name__					:  List[Any]					)		->			int:






	"""simple docstring"""



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

def    SCREAMING_SNAKE_CASE_							(							__magic_name__					:  int					)		->			Optional[Any]:






	"""simple docstring"""



	with open(_lowerCAmelCase	,			"""r"""	,			encoding="""utf-8"""	,			newline="""\n"""					) as f:
		UpperCamelCase     :List[str]          =	f.readlines()

	UpperCamelCase     :List[Any]          =	0
	while line_index < len(_lowerCAmelCase					) and not lines[line_index].startswith("""_import_structure = {"""					):
		line_index += 1

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

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

	UpperCamelCase     :Optional[int]          =	{"""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     :List[Any]          =	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     :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

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

			UpperCamelCase     :Any          =	objects
		else:
			line_index += 1

    # At this stage we are in the TYPE_CHECKING part, first grab the objects without a specific backend
	UpperCamelCase     :List[str]          =	[]
	while (
	    line_index < len(_lowerCAmelCase					)
	    and find_backend(lines[line_index]					) is None
	    and not lines[line_index].startswith("""else"""					)
	):
		UpperCamelCase     :Tuple          =	lines[line_index]
		UpperCamelCase     :Tuple          =	_re_import.search(_lowerCAmelCase					)
		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     :Dict          =	{"""none""": objects}
	# Let's continue with backend-specific objects
	while line_index < len(_lowerCAmelCase					):
		# If the line is an if is_backend_available, we grab all objects associated.
		UpperCamelCase     :List[Any]          =	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     :Tuple          =	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     :List[str]          =	[]
			# Until we unindent, add backend objects to the list
			while len(lines[line_index]					) <= 1 or lines[line_index].startswith(""" """ * 8					):
				UpperCamelCase     :Any          =	lines[line_index]
				UpperCamelCase     :Optional[Any]          =	_re_import.search(_lowerCAmelCase					)
				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     :Any          =	objects
		else:
			line_index += 1

	return import_dict_objects, type_hint_objects

def    SCREAMING_SNAKE_CASE_							(							__magic_name__					:  List[str]	,			__magic_name__					:  str					)		->			int:






	"""simple docstring"""



	def find_duplicates(__magic_name__					:  Tuple					):
		return [k for k, v in collections.Counter(_lowerCAmelCase					).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     :Optional[Any]          =	[]
	for key in import_dict_objects.keys():
		UpperCamelCase     :int          =	find_duplicates(import_dict_objects[key]					)
		if duplicate_imports:
			errors.append(f"""Duplicate _import_structure definitions for: {duplicate_imports}"""					)
		UpperCamelCase     :List[Any]          =	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     :str          =	"""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_							(							)		->			int:






	"""simple docstring"""



	UpperCamelCase     :Any          =	[]
	for root, _, files in os.walk(_lowerCAmelCase					):
		if "__init__.py" in files:
			UpperCamelCase     :Optional[int]          =	os.path.join(_lowerCAmelCase	,			"""__init__.py"""					)
			UpperCamelCase     :List[str]          =	parse_init(_lowerCAmelCase					)
			if objects is not None:
				UpperCamelCase     :Union[str, Any]          =	analyze_results(*_lowerCAmelCase					)
				if len(_lowerCAmelCase					) > 0:
					UpperCamelCase     :Optional[int]          =	f"""Problem in {fname}, both halves do not define the same objects.\n{errors[0]}"""
					failures.append("""\n""".join(_lowerCAmelCase					)					)
	if len(_lowerCAmelCase					) > 0:
		raise ValueError("""\n\n""".join(_lowerCAmelCase					)					)

def    SCREAMING_SNAKE_CASE_							(							)		->			List[str]:






	"""simple docstring"""



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


UpperCAmelCase_ :						Any      =      [
    '''convert_pytorch_checkpoint_to_tf2''',
    '''modeling_flax_pytorch_utils''',
    '''models.esm.openfold_utils''',
]

def    SCREAMING_SNAKE_CASE_							(							)		->			Any:






	"""simple docstring"""



	from transformers.utils import direct_transformers_import

	UpperCamelCase     :Optional[Any]          =	direct_transformers_import(_lowerCAmelCase					)

	UpperCamelCase     :Optional[int]          =	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(_lowerCAmelCase	,			"""__init__.py"""					)	,			"""r"""					) as f:
		UpperCamelCase     :int          =	f.read()
	import_structure_keys.update(set(re.findall(R"""import_structure\[\"([^\"]*)\"\]"""	,			_lowerCAmelCase					)					)					)

	UpperCamelCase     :List[str]          =	[
	    module
	    for module in get_transformers_submodules()
	    if module not in IGNORE_SUBMODULES and module not in import_structure_keys
	]

	if len(_lowerCAmelCase					) > 0:
		UpperCamelCase     :Optional[int]          =	"""\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()





'''simple docstring'''





import warnings

from ...utils import logging
from .image_processing_beit import BeitImageProcessor


__a          =		logging.get_logger(__name__)







class     UpperCAmelCase_       (       _a	):
    """simple docstring"""







    def __init__(    self					:     List[str] ,     *snake_case_					:     str ,     **snake_case_					:     List[str]						):
          warnings.warn(
              """The class BeitFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"""
              """ use BeitImageProcessor instead.""" ,     snake_case_ ,     )
          super().__init__(*snake_case_ ,     **snake_case_						)
