"""simple docstring"""




import collections
import os
import re
from pathlib import Path


__lowerCamelCase											=  "src/transformers"


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






def   UpperCAmelCase					(	UpperCamelCase__				):






							"""simple docstring"""





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






def   UpperCAmelCase					(	UpperCamelCase__				):






							"""simple docstring"""





							with open(UpperCamelCase__       ,    'r'       ,    encoding='utf-8'       ,    newline='\n'				) as f:
														A__	     =							f.readlines()

							A__	     =							0
							while line_index < len(UpperCamelCase__				) and not lines[line_index].startswith('_import_structure = {'				):
														line_index += 1

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

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

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

																					A__	     =							objects
														else:
																					line_index += 1

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

							return import_dict_objects, type_hint_objects






def   UpperCAmelCase					(	UpperCamelCase__       ,    UpperCamelCase__				):






							"""simple docstring"""





							def find_duplicates(UpperCamelCase__				):
														return [k for k, v in collections.Counter(UpperCamelCase__				).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__	     =							[]
							for key in import_dict_objects.keys():
														A__	     =							find_duplicates(import_dict_objects[key]				)
														if duplicate_imports:
																					errors.append(F'''Duplicate _import_structure definitions for: {duplicate_imports}'''				)
														A__	     =							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__	     =							'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   UpperCAmelCase					(	):






							"""simple docstring"""





							A__	     =							[]
							for root, _, files in os.walk(UpperCamelCase__				):
														if "__init__.py" in files:
																					A__	     =							os.path.join(UpperCamelCase__       ,    '__init__.py'				)
																					A__	     =							parse_init(UpperCamelCase__				)
																					if objects is not None:
																												A__	     =							analyze_results(*UpperCamelCase__				)
																												if len(UpperCamelCase__				) > 0:
																																			A__	     =							F'''Problem in {fname}, both halves do not define the same objects.\n{errors[0]}'''
																																			failures.append('\n'.join(UpperCamelCase__				)				)
							if len(UpperCamelCase__				) > 0:
														raise ValueError('\n\n'.join(UpperCamelCase__				)				)






def   UpperCAmelCase					(	):






							"""simple docstring"""





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


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






def   UpperCAmelCase					(	):






							"""simple docstring"""





							from transformers.utils import direct_transformers_import

							A__	     =							direct_transformers_import(UpperCamelCase__				)

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

							A__	     =							[
							    module
							    for module in get_transformers_submodules()
							    if module not in IGNORE_SUBMODULES and module not in import_structure_keys
							]

							if len(UpperCamelCase__				) > 0:
														A__	     =							'\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 os


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_doctest_list.py
__lowerCamelCase											=  "."


if __name__ == "__main__":
				__lowerCamelCase											=  os.path.join(REPO_PATH, "utils/documentation_tests.txt")
				__lowerCamelCase											=  []
				__lowerCamelCase											=  []
				with open(doctest_file_path) as fp:
								for line in fp:
												__lowerCamelCase											=  line.strip()
												__lowerCamelCase											=  os.path.join(REPO_PATH, line)
												if not (os.path.isfile(path) or os.path.isdir(path)):
																non_existent_paths.append(line)
												all_paths.append(path)
				if len(non_existent_paths) > 0:
								__lowerCamelCase											=  "\n".join(non_existent_paths)
								raise ValueError(F'''`utils/documentation_tests.txt` contains non-existent paths:\n{non_existent_paths}''')
				if all_paths != sorted(all_paths):
								raise ValueError("Files in `utils/documentation_tests.txt` are not in alphabetical order.")





