

'''simple docstring'''


import collections
import os
import re
from pathlib import Path


_snake_case				:				Tuple       							=		'src/transformers'


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





							'''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 		snake_case_   (UpperCamelCase	:  str				):





							'''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 		snake_case_   (UpperCamelCase	:  Dict			,						UpperCamelCase	:  Tuple				):





							'''simple docstring'''


							def find_duplicates(UpperCamelCase	:  Dict				):
														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 		snake_case_   ():





							'''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 		snake_case_   ():





							'''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


_snake_case				:				str       							=		[
    'convert_pytorch_checkpoint_to_tf2',
    'modeling_flax_pytorch_utils',
    'models.esm.openfold_utils',
]
def 		snake_case_   ():





							'''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'''


from dataclasses import dataclass
from enum import Enum
from typing import List, Optional, Union

import numpy as np
import PIL
from PIL import Image

from ...utils import BaseOutput, is_torch_available, is_transformers_available

@dataclass
class       A   (		_a   ):
							lowercase_          =    42
							lowercase_          =    42


if is_transformers_available() and is_torch_available():
				from .pipeline_semantic_stable_diffusion import SemanticStableDiffusionPipeline

