






'''simple docstring'''

import collections
import os
import re
from pathlib import Path


UpperCamelCase							="src/transformers"


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



def 							snake_case					(     a_							: List[str]	)       ->				List[str]:





      """simple docstring"""

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



def 							snake_case					(     a_							: str	)       ->				Dict:





      """simple docstring"""

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

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

                  UpperCamelCase_				:   Optional[int]					    =							[]
                  # Until we unindent, add backend objects to the list
                  while len(lines[line_index]	) <= 1 or lines[line_index].startswith(""" """ * 4	):
                        UpperCamelCase_				:   int					    =							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_				:   Any					    =							_re_import_struct_add_many.search(a_	).groups()[0].split(""", """	)
                              UpperCamelCase_				:   str					    =							[obj[1:-1] for obj in imports if len(a_	) > 0]
                              objects.extend(a_	)
                        elif _re_between_brackets.search(a_	) is not None:
                              UpperCamelCase_				:   Optional[int]					    =							_re_between_brackets.search(a_	).groups()[0].split(""", """	)
                              UpperCamelCase_				:   Optional[Any]					    =							[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_				:   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
      UpperCamelCase_				:   List[str]					    =							[]
      while (
          line_index < len(a_	)
          and find_backend(lines[line_index]	) is None
          and not lines[line_index].startswith("""else"""	)
      ):
            UpperCamelCase_				:   Optional[int]					    =							lines[line_index]
            UpperCamelCase_				:   Any					    =							_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_				:   Any					    =							{"""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_				:   List[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_				:   Optional[int]					    =							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_				:   Dict					    =							[]
                  # Until we unindent, add backend objects to the list
                  while len(lines[line_index]	) <= 1 or lines[line_index].startswith(""" """ * 8	):
                        UpperCamelCase_				:   List[Any]					    =							lines[line_index]
                        UpperCamelCase_				:   Tuple					    =							_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_				:   Tuple					    =							objects
            else:
                  line_index += 1

      return import_dict_objects, type_hint_objects



def 							snake_case					(     a_							: Tuple    ,   a_							: Optional[Any]	)       ->				List[str]:





      """simple docstring"""

      def find_duplicates(a_							: List[str]	):
            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_				:   Optional[Any]					    =							[]
      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_				:   List[str]					    =							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_				:   Tuple					    =							"""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 							snake_case					(     )       ->				List[Any]:





      """simple docstring"""

      UpperCamelCase_				:   List[Any]					    =							[]
      for root, _, files in os.walk(a_	):
            if "__init__.py" in files:
                  UpperCamelCase_				:   Dict					    =							os.path.join(a_    ,   """__init__.py"""	)
                  UpperCamelCase_				:   Any					    =							parse_init(a_	)
                  if objects is not None:
                        UpperCamelCase_				:   Union[str, Any]					    =							analyze_results(*a_	)
                        if len(a_	) > 0:
                              UpperCamelCase_				:   Any					    =							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 							snake_case					(     )       ->				int:





      """simple docstring"""

      UpperCamelCase_				:   int					    =							[]
      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					    =							str((Path(a_	) / folder).relative_to(a_	)	)
                  UpperCamelCase_				:   Dict					    =							short_path.replace(os.path.sep    ,   """."""	)
                  submodules.append(a_	)
            for fname in files:
                  if fname == "__init__.py":
                        continue
                  UpperCamelCase_				:   str					    =							str((Path(a_	) / fname).relative_to(a_	)	)
                  UpperCamelCase_				:   List[Any]					    =							short_path.replace(""".py"""    ,   """"""	).replace(os.path.sep    ,   """."""	)
                  if len(submodule.split("""."""	)	) == 1:
                        submodules.append(a_	)
      return submodules


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



def 							snake_case					(     )       ->				Optional[int]:





      """simple docstring"""

      from transformers.utils import direct_transformers_import

      UpperCamelCase_				:   Optional[int]					    =							direct_transformers_import(a_	)

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

      UpperCamelCase_				:   Optional[int]					    =							[
          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_				:   List[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()














'''simple docstring'''

from __future__ import annotations

import os
from typing import Any

import requests

UpperCamelCase							="https://api.github.com"

# https://docs.github.com/en/free-pro-team@latest/rest/reference/users#get-the-authenticated-user
UpperCamelCase							=BASE_URL + "/user"

# https://github.com/settings/tokens
UpperCamelCase							=os.environ.get("USER_TOKEN", "")



def 							snake_case					(     a_							: str	)       ->				dict[Any, Any]:





      """simple docstring"""

      UpperCamelCase_				:   Tuple					    =							{
          """Authorization""": f"token {auth_token}",
          """Accept""": """application/vnd.github.v3+json""",
      }
      return requests.get(a_    ,   headers=a_	).json()


if __name__ == "__main__":  # pragma: no cover
      if USER_TOKEN:
            for key, value in fetch_github_info(USER_TOKEN).items():
                  print(f"{key}: {value}")
      else:
            raise ValueError("'USER_TOKEN' field cannot be empty.")






