




import collections
import os
import re
from pathlib import Path


_snake_case										=       "src/transformers"


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







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







def 				lowerCAmelCase_	(     snake_case_     ):
      with open(snake_case_,"""r""",encoding="""utf-8""",newline="""\n"""     ) as f:
            _A							:     Dict			=						f.readlines()

      _A							:     Union[str, Any]			=						0
      while line_index < len(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(snake_case_     ):
            return None

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

      _A							:     Any			=						{"""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							:     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:
                  _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							:     Tuple			=						[]
                  # Until we unindent, add backend objects to the list
                  while len(lines[line_index]     ) <= 1 or lines[line_index].startswith(""" """ * 4     ):
                        _A							:     List[str]			=						lines[line_index]
                        if _re_import_struct_add_one.search(snake_case_     ) is not None:
                              objects.append(_re_import_struct_add_one.search(snake_case_     ).groups()[0]     )
                        elif _re_import_struct_add_many.search(snake_case_     ) is not None:
                              _A							:     str			=						_re_import_struct_add_many.search(snake_case_     ).groups()[0].split(""", """     )
                              _A							:     str			=						[obj[1:-1] for obj in imports if len(snake_case_     ) > 0]
                              objects.extend(snake_case_     )
                        elif _re_between_brackets.search(snake_case_     ) is not None:
                              _A							:     Dict			=						_re_between_brackets.search(snake_case_     ).groups()[0].split(""", """     )
                              _A							:     Dict			=						[obj[1:-1] for obj in imports if len(snake_case_     ) > 0]
                              objects.extend(snake_case_     )
                        elif _re_quote_object.search(snake_case_     ) is not None:
                              objects.append(_re_quote_object.search(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							:     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
      _A							:     str			=						[]
      while (
          line_index < len(snake_case_     )
          and find_backend(lines[line_index]     ) is None
          and not lines[line_index].startswith("""else"""     )
      ):
            _A							:     Dict			=						lines[line_index]
            _A							:     List[Any]			=						_re_import.search(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							:     Optional[int]			=						{"""none""": objects}
      # Let's continue with backend-specific objects
      while line_index < len(snake_case_     ):
            # If the line is an if is_backend_available, we grab all objects associated.
            _A							:     Union[str, 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:
                  _A							:     List[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							:     Dict			=						[]
                  # 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							:     str			=						_re_import.search(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							:     int			=						objects
            else:
                  line_index += 1

      return import_dict_objects, type_hint_objects







def 				lowerCAmelCase_	(     snake_case_,snake_case_     ):

      def find_duplicates(snake_case_     ):
            return [k for k, v in collections.Counter(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							:     Tuple			=						[]
      for key in import_dict_objects.keys():
            _A							:     List[str]			=						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							:     int			=						"""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_	(     ):
      _A							:     str			=						[]
      for root, _, files in os.walk(snake_case_     ):
            if "__init__.py" in files:
                  _A							:     str			=						os.path.join(snake_case_,"""__init__.py"""     )
                  _A							:     Any			=						parse_init(snake_case_     )
                  if objects is not None:
                        _A							:     Optional[int]			=						analyze_results(*snake_case_     )
                        if len(snake_case_     ) > 0:
                              _A							:     Optional[Any]			=						f'''Problem in {fname}, both halves do not define the same objects.\n{errors[0]}'''
                              failures.append("""\n""".join(snake_case_     )     )
      if len(snake_case_     ) > 0:
            raise ValueError("""\n\n""".join(snake_case_     )     )







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


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







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

      _A							:     List[Any]			=						direct_transformers_import(snake_case_     )

      _A							:     List[str]			=						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(snake_case_,"""__init__.py"""     ),"""r"""     ) as f:
            _A							:     str			=						f.read()
      import_structure_keys.update(set(re.findall(r"""import_structure\[\"([^\"]*)\"\]""",snake_case_     )     )     )

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

      if len(snake_case_     ) > 0:
            _A							:     Union[str, Any]			=						"""\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 requests
from bsa import BeautifulSoup







def 				lowerCAmelCase_	(     snake_case_ = "AAPL"     ):
      _A							:     str			=						f'''https://in.finance.yahoo.com/quote/{symbol}?s={symbol}'''
      _A							:     List[Any]			=						BeautifulSoup(requests.get(snake_case_     ).text,"""html.parser"""     )
      _A							:     Union[str, Any]			=						"""My(6px) Pos(r) smartphone_Mt(6px)"""
      return soup.find("""div""",class_=class_     ).find("""span"""     ).text


if __name__ == "__main__":
  for symbol in "AAPL AMZN IBM GOOG MSFT ORCL".split():
    print(f"""Current {symbol:<4} stock price is {stock_price(symbol):>8}""")

