



"""simple docstring"""
import collections
import os
import re
from pathlib import Path


SCREAMING_SNAKE_CASE_				= """src/transformers"""


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



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__	)			->      Optional[int]:
		if _re_test_backend.search(SCREAMING_SNAKE_CASE__	) is None:
				return None
		a_     :      Any 						=     [b[0] for b in _re_backend.findall(SCREAMING_SNAKE_CASE__	)]
		backends.sort()
		return "_and_".join(SCREAMING_SNAKE_CASE__	)



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__	)			->      Optional[int]:
		with open(SCREAMING_SNAKE_CASE__, "r", encoding="utf-8", newline="\n"	) as f:
				a_     :      Dict 						=     f.readlines()

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

		a_     :      Dict 						=     {"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.
				a_     :      Tuple 						=     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:
						a_     :      Union[str, 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

						a_     :      int 						=     []
						# Until we unindent, add backend objects to the list
						while len(lines[line_index]	) <= 1 or lines[line_index].startswith(" " * 4	):
								a_     :      Union[str, 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:
										a_     :      Tuple 						=     _re_import_struct_add_many.search(SCREAMING_SNAKE_CASE__	).groups()[0].split(", "	)
										a_     :      Tuple 						=     [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:
										a_     :      List[Any] 						=     _re_between_brackets.search(SCREAMING_SNAKE_CASE__	).groups()[0].split(", "	)
										a_     :      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(" " * 12 + "\""	):
										objects.append(line[13:-3]	)
								line_index += 1

						a_     :      str 						=     objects
				else:
						line_index += 1

    # At this stage we are in the TYPE_CHECKING part, first grab the objects without a specific backend
		a_     :      Optional[int] 						=     []
		while (
		    line_index < len(SCREAMING_SNAKE_CASE__	)
		    and find_backend(lines[line_index]	) is None
		    and not lines[line_index].startswith("else"	)
		):
				a_     :      List[str] 						=     lines[line_index]
				a_     :      str 						=     _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

		a_     :      List[str] 						=     {"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.
				a_     :      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:
						a_     :      Union[str, 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

						a_     :      Union[str, Any] 						=     []
						# Until we unindent, add backend objects to the list
						while len(lines[line_index]	) <= 1 or lines[line_index].startswith(" " * 8	):
								a_     :      Optional[int] 						=     lines[line_index]
								a_     :      Tuple 						=     _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

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

		return import_dict_objects, type_hint_objects



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      Union[str, Any]:

		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!"]

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


SCREAMING_SNAKE_CASE_				= [
    """convert_pytorch_checkpoint_to_tf2""",
    """modeling_flax_pytorch_utils""",
    """models.esm.openfold_utils""",
]



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

		a_     :      Any 						=     direct_transformers_import(SCREAMING_SNAKE_CASE__	)

		a_     :      Union[str, 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:
				a_     :      int 						=     f.read()
		import_structure_keys.update(set(re.findall(r"import_structure\[\"([^\"]*)\"\]", SCREAMING_SNAKE_CASE__	)	)	)

		a_     :      List[Any] 						=     [
		    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:
				a_     :      List[str] 						=     "\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"""
def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__ = 10, SCREAMING_SNAKE_CASE__ = 1_000, SCREAMING_SNAKE_CASE__ = True	)			->      int:
		assert (
		    isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		    and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		    and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		), "Invalid type of value(s) specified to function!"

		if min_val > max_val:
				raise ValueError("Invalid value for min_val or max_val (min_value < max_value)"	)
		return min_val if option else max_val



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      int:
		return int((number_a + number_a) / 2	)



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      None:
		assert (
		    isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	) and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	) and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		), 'argument values must be type of "int"'

		if lower > higher:
				raise ValueError("argument value for lower and higher must be(lower > higher)"	)

		if not lower < to_guess < higher:
				raise ValueError(
				    "guess value must be within the range of lower and higher value"	)

		def answer(SCREAMING_SNAKE_CASE__	) -> str:
				if number > to_guess:
						return "high"
				elif number < to_guess:
						return "low"
				else:
						return "same"

		print("started..."	)

		a_     :      List[str] 						=     lower
		a_     :      Dict 						=     higher

		a_     :      str 						=     []

		while True:
				a_     :      List[str] 						=     get_avg(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
				last_numbers.append(SCREAMING_SNAKE_CASE__	)

				if answer(SCREAMING_SNAKE_CASE__	) == "low":
						a_     :      Optional[Any] 						=     number
				elif answer(SCREAMING_SNAKE_CASE__	) == "high":
						a_     :      Union[str, Any] 						=     number
				else:
						break

		print(F"""guess the number : {last_numbers[-1]}"""	)
		print(F"""details : {last_numbers!s}"""	)



def        lowerCAmelCase_						(							)			->      None:
		a_     :      str 						=     int(input("Enter lower value : "	).strip()	)
		a_     :      Dict 						=     int(input("Enter high value : "	).strip()	)
		a_     :      Optional[Any] 						=     int(input("Enter value to guess : "	).strip()	)
		guess_the_number(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)


if __name__ == "__main__":
					main()