

import collections
import os
import re
from pathlib import Path


_lowerCAmelCase  :      List[Any]			 ="""src/transformers"""


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



def 			_A	(      SCREAMING_SNAKE_CASE      ):
	if _re_test_backend.search(SCREAMING_SNAKE_CASE      ) is None:
		return None
	UpperCAmelCase__:	int									= [b[0] for b in _re_backend.findall(SCREAMING_SNAKE_CASE      )]
	backends.sort()
	return "_and_".join(SCREAMING_SNAKE_CASE      )



def 			_A	(      SCREAMING_SNAKE_CASE      ):
	with open(SCREAMING_SNAKE_CASE	,"r"	,encoding="utf-8"	,newline="\n"      ) as f:
		UpperCAmelCase__:	Optional[int]									= f.readlines()

	UpperCAmelCase__:	Dict									= 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
	UpperCAmelCase__:	Tuple									= []
	while not lines[line_index].startswith("if TYPE_CHECKING"      ) and find_backend(lines[line_index]      ) is None:
		UpperCAmelCase__:	str									= 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      ):
			UpperCAmelCase__:	Optional[Any]									= _re_one_line_import_struct.search(SCREAMING_SNAKE_CASE      ).groups()[0]
			UpperCAmelCase__:	List[str]									= re.findall(R"\[([^\]]+)\]"	,SCREAMING_SNAKE_CASE      )
			for imp in imports:
				objects.extend([obj[1:-1] for obj in imp.split(", "      )]      )
			line_index += 1
			continue
		UpperCAmelCase__:	List[str]									= _re_import_struct_key_value.search(SCREAMING_SNAKE_CASE      )
		if single_line_import_search is not None:
			UpperCAmelCase__:	Optional[int]									= [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

	UpperCAmelCase__:	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.
		UpperCAmelCase__:	Dict									= 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__:	int									= []
			# Until we unindent, add backend objects to the list
			while len(lines[line_index]      ) <= 1 or lines[line_index].startswith(" " * 4      ):
				UpperCAmelCase__:	List[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:
					UpperCAmelCase__:	Optional[int]									= _re_import_struct_add_many.search(SCREAMING_SNAKE_CASE      ).groups()[0].split(", "      )
					UpperCAmelCase__:	List[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:
					UpperCAmelCase__:	List[str]									= _re_between_brackets.search(SCREAMING_SNAKE_CASE      ).groups()[0].split(", "      )
					UpperCAmelCase__:	Any									= [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(" " * 1_2 + "\""      ):
					objects.append(line[1_3:-3]      )
				line_index += 1

			UpperCAmelCase__:	List[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__:	Tuple									= []
	while (
	    line_index < len(SCREAMING_SNAKE_CASE      )
	    and find_backend(lines[line_index]      ) is None
	    and not lines[line_index].startswith("else"      )
	):
		UpperCAmelCase__:	Tuple									= lines[line_index]
		UpperCAmelCase__:	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(" " * 8      ):
			objects.append(line[8:-2]      )
		line_index += 1

	UpperCAmelCase__:	int									= {"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.
		UpperCAmelCase__:	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:
			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__:	List[Any]									= []
			# Until we unindent, add backend objects to the list
			while len(lines[line_index]      ) <= 1 or lines[line_index].startswith(" " * 8      ):
				UpperCAmelCase__:	Dict									= lines[line_index]
				UpperCAmelCase__:	List[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(" " * 1_2      ):
					objects.append(line[1_2:-2]      )
				line_index += 1

			UpperCAmelCase__:	int									= objects
		else:
			line_index += 1

	return import_dict_objects, type_hint_objects



def 			_A	(      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!"]

	UpperCAmelCase__:	Dict									= []
	for key in import_dict_objects.keys():
		UpperCAmelCase__:	Union[str, Any]									= find_duplicates(import_dict_objects[key]      )
		if duplicate_imports:
			errors.append(f"Duplicate _import_structure definitions for: {duplicate_imports}"      )
		UpperCAmelCase__:	Union[str, 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__:	Union[str, Any]									= "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 			_A	(      ):
	UpperCAmelCase__:	List[Any]									= []
	for root, _, files in os.walk(SCREAMING_SNAKE_CASE      ):
		if "__init__.py" in files:
			UpperCAmelCase__:	Tuple									= os.path.join(SCREAMING_SNAKE_CASE	,"__init__.py"      )
			UpperCAmelCase__:	Optional[Any]									= parse_init(SCREAMING_SNAKE_CASE      )
			if objects is not None:
				UpperCAmelCase__:	Optional[int]									= analyze_results(*SCREAMING_SNAKE_CASE      )
				if len(SCREAMING_SNAKE_CASE      ) > 0:
					UpperCAmelCase__:	Any									= 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 			_A	(      ):
	UpperCAmelCase__:	Tuple									= []
	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
			UpperCAmelCase__:	Tuple									= str((Path(SCREAMING_SNAKE_CASE      ) / folder).relative_to(SCREAMING_SNAKE_CASE      )      )
			UpperCAmelCase__:	List[str]									= short_path.replace(os.path.sep	,"."      )
			submodules.append(SCREAMING_SNAKE_CASE      )
		for fname in files:
			if fname == "__init__.py":
				continue
			UpperCAmelCase__:	str									= str((Path(SCREAMING_SNAKE_CASE      ) / fname).relative_to(SCREAMING_SNAKE_CASE      )      )
			UpperCAmelCase__:	Tuple									= short_path.replace(".py"	,""      ).replace(os.path.sep	,"."      )
			if len(submodule.split("."      )      ) == 1:
				submodules.append(SCREAMING_SNAKE_CASE      )
	return submodules


_lowerCAmelCase  :      List[Any]			 =[
    """convert_pytorch_checkpoint_to_tf2""",
    """modeling_flax_pytorch_utils""",
    """models.esm.openfold_utils""",
]



def 			_A	(      ):
	# This is to make sure the transformers module imported is the one in the repo.
	from transformers.utils import direct_transformers_import

	UpperCAmelCase__:	str									= direct_transformers_import(SCREAMING_SNAKE_CASE      )

	UpperCAmelCase__:	Any									= 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(SCREAMING_SNAKE_CASE	,"__init__.py"      )	,"r"      ) as f:
		UpperCAmelCase__:	Tuple									= f.read()
	import_structure_keys.update(set(re.findall(R"import_structure\[\"([^\"]*)\"\]"	,SCREAMING_SNAKE_CASE      )      )      )

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

	if len(SCREAMING_SNAKE_CASE      ) > 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()


import unittest

from transformers import DonutProcessor


_lowerCAmelCase  :      str			 ="""naver-clova-ix/donut-base"""

class __UpperCamelCase     (				unittest.TestCase		):






					'''simple docstring'''



					def    _UpperCAmelCase    (				self						):
						UpperCAmelCase__:	Any									= DonutProcessor.from_pretrained(lowerCamelCase__						)





					def    _UpperCAmelCase    (				self						):
						UpperCAmelCase__:	Any									= {
						    "name": "John Doe",
						    "age": "99",
						    "city": "Atlanta",
						    "state": "GA",
						    "zip": "30301",
						    "phone": "123-4567",
						    "nicknames": [{"nickname": "Johnny"}, {"nickname": "JD"}],
						}

						UpperCAmelCase__:	Optional[Any]									= (
						    "<s_name>John Doe</s_name><s_age>99</s_age><s_city>Atlanta</s_city>"
						    "<s_state>GA</s_state><s_zip>30301</s_zip><s_phone>123-4567</s_phone>"
						    "<s_nicknames><s_nickname>Johnny</s_nickname>"
						    "<sep/><s_nickname>JD</s_nickname></s_nicknames>"
						)
						UpperCAmelCase__:	str									= self.processor.tokenajson(lowerCamelCase__						)

						self.assertDictEqual(lowerCamelCase__				,      lowerCamelCase__						)