





import argparse
import os
import re


_lowerCAmelCase 				=     """src/diffusers"""

# Pattern that looks at the indentation in a line.
_lowerCAmelCase 				=     re.compile(R"""^(\s*)\S""")
# Pattern that matches `"key":" and puts `key` in group 0.
_lowerCAmelCase 				=     re.compile(R"""^\s*\"([^\"]+)\":""")
# Pattern that matches `_import_structure["key"]` and puts `key` in group 0.
_lowerCAmelCase 				=     re.compile(R"""^\s*_import_structure\[\"([^\"]+)\"\]""")
# Pattern that matches `"key",` and puts `key` in group 0.
_lowerCAmelCase 				=     re.compile(R"""^\s*\"([^\"]+)\",\s*$""")
# Pattern that matches any `[stuff]` and puts `stuff` in group 0.
_lowerCAmelCase 				=     re.compile(R"""\[([^\]]+)\]""")



def     _lowerCAmelCase		(  _lowerCAmelCase     ):
			'''simple docstring'''


			A_     :				List[str]			      =	_re_indent.search(_lowerCAmelCase     )
			return "" if search is None else search.groups()[0]



def     _lowerCAmelCase		(  _lowerCAmelCase  ,_lowerCAmelCase=""  ,_lowerCAmelCase=None  ,_lowerCAmelCase=None     ):
			'''simple docstring'''


			A_     :				Optional[int]			      =	0
			A_     :				Any			      =	code.split("""\n"""     )
			if start_prompt is not None:
						while not lines[index].startswith(_lowerCAmelCase     ):
									index += 1
						A_     :				Tuple			      =	["\n".join(lines[:index]     )]
			else:
						A_     :				Any			      =	[]

			# We split into blocks until we get to the `end_prompt` (or the end of the block).
			A_     :				Optional[Any]			      =	[lines[index]]
			index += 1
			while index < len(_lowerCAmelCase     ) and (end_prompt is None or not lines[index].startswith(_lowerCAmelCase     )):
						if len(lines[index]     ) > 0 and get_indent(lines[index]     ) == indent_level:
									if len(_lowerCAmelCase     ) > 0 and get_indent(current_block[-1]     ).startswith(indent_level + """ """     ):
												current_block.append(lines[index]     )
												blocks.append("""\n""".join(_lowerCAmelCase     )     )
												if index < len(_lowerCAmelCase     ) - 1:
															A_     :				Union[str, Any]			      =	[lines[index + 1]]
															index += 1
												else:
															A_     :				Optional[Any]			      =	[]
									else:
												blocks.append("""\n""".join(_lowerCAmelCase     )     )
												A_     :				Optional[int]			      =	[lines[index]]
						else:
									current_block.append(lines[index]     )
						index += 1

			# Adds current block if it's nonempty.
			if len(_lowerCAmelCase     ) > 0:
						blocks.append("""\n""".join(_lowerCAmelCase     )     )

			# Add final block after end_prompt if provided.
			if end_prompt is not None and index < len(_lowerCAmelCase     ):
						blocks.append("""\n""".join(lines[index:]     )     )

			return blocks



def     _lowerCAmelCase		(  _lowerCAmelCase     ):
			'''simple docstring'''


			def _inner(_lowerCAmelCase     ):
						return key(_lowerCAmelCase     ).lower().replace("""_"""  ,""""""     )

			return _inner



def     _lowerCAmelCase		(  _lowerCAmelCase  ,_lowerCAmelCase=None     ):
			'''simple docstring'''


			def noop(_lowerCAmelCase     ):
						return x

			if key is None:
						A_     :				Optional[Any]			      =	noop
			# Constants are all uppercase, they go first.
			A_     :				Optional[Any]			      =	[obj for obj in objects if key(_lowerCAmelCase     ).isupper()]
			# Classes are not all uppercase but start with a capital, they go second.
			A_     :				int			      =	[obj for obj in objects if key(_lowerCAmelCase     )[0].isupper() and not key(_lowerCAmelCase     ).isupper()]
			# Functions begin with a lowercase, they go last.
			A_     :				Optional[Any]			      =	[obj for obj in objects if not key(_lowerCAmelCase     )[0].isupper()]

			A_     :				List[str]			      =	ignore_underscore(_lowerCAmelCase     )
			return sorted(_lowerCAmelCase  ,key=_lowerCAmelCase     ) + sorted(_lowerCAmelCase  ,key=_lowerCAmelCase     ) + sorted(_lowerCAmelCase  ,key=_lowerCAmelCase     )



def     _lowerCAmelCase		(  _lowerCAmelCase     ):
			'''simple docstring'''


			def _replace(_lowerCAmelCase     ):
						A_     :				Any			      =	match.groups()[0]
						if "," not in imports:
									return f"""[{imports}]"""
						A_     :				Dict			      =	[part.strip().replace("""\""""  ,""""""     ) for part in imports.split(""","""     )]
						# We will have a final empty element if the line finished with a comma.
						if len(keys[-1]     ) == 0:
									A_     :				Tuple			      =	keys[:-1]
						return "[" + ", ".join([f"""\"{k}\"""" for k in sort_objects(_lowerCAmelCase     )]     ) + "]"

			A_     :				Optional[int]			      =	import_statement.split("""\n"""     )
			if len(_lowerCAmelCase     ) > 3:
						# Here we have to sort internal imports that are on several lines (one per name):
						# key: [
						#     "object1",
						#     "object2",
						#     ...
						# ]

						# We may have to ignore one or two lines on each side.
						A_     :				List[Any]			      =	2 if lines[1].strip() == "[" else 1
						A_     :				Tuple			      =	[(i, _re_strip_line.search(_lowerCAmelCase     ).groups()[0]) for i, line in enumerate(lines[idx:-idx]     )]
						A_     :				int			      =	sort_objects(_lowerCAmelCase  ,key=lambda _lowerCAmelCase     : x[1]     )
						A_     :				Optional[Any]			      =	[lines[x[0] + idx] for x in sorted_indices]
						return "\n".join(lines[:idx] + sorted_lines + lines[-idx:]     )
			elif len(_lowerCAmelCase     ) == 3:
						# Here we have to sort internal imports that are on one separate line:
						# key: [
						#     "object1", "object2", ...
						# ]
						if _re_bracket_content.search(lines[1]     ) is not None:
									A_     :				Optional[int]			      =	_re_bracket_content.sub(_replace  ,lines[1]     )
						else:
									A_     :				Any			      =	[part.strip().replace("""\""""  ,""""""     ) for part in lines[1].split(""","""     )]
									# We will have a final empty element if the line finished with a comma.
									if len(keys[-1]     ) == 0:
												A_     :				Union[str, Any]			      =	keys[:-1]
									A_     :				Union[str, Any]			      =	get_indent(lines[1]     ) + ", ".join([f"""\"{k}\"""" for k in sort_objects(_lowerCAmelCase     )]     )
						return "\n".join(_lowerCAmelCase     )
			else:
						# Finally we have to deal with imports fitting on one line
						A_     :				Tuple			      =	_re_bracket_content.sub(_replace  ,_lowerCAmelCase     )
						return import_statement



def     _lowerCAmelCase		(  _lowerCAmelCase  ,_lowerCAmelCase=True     ):
			'''simple docstring'''


			with open(_lowerCAmelCase  ,"""r"""     ) as f:
						A_     :				List[str]			      =	f.read()

			if "_import_structure" not in code:
						return

			# Blocks of indent level 0
			A_     :				int			      =	split_code_in_indented_blocks(
			    _lowerCAmelCase  ,start_prompt="""_import_structure = {"""  ,end_prompt="""if TYPE_CHECKING:"""     )

			# We ignore block 0 (everything until start_prompt) and the last block (everything after end_prompt).
			for block_idx in range(1  ,len(_lowerCAmelCase     ) - 1     ):
						# Check if the block contains some `_import_structure`s thingy to sort.
						A_     :				Optional[int]			      =	main_blocks[block_idx]
						A_     :				List[str]			      =	block.split("""\n"""     )

						# Get to the start of the imports.
						A_     :				List[Any]			      =	0
						while line_idx < len(_lowerCAmelCase     ) and "_import_structure" not in block_lines[line_idx]:
									# Skip dummy import blocks
									if "import dummy" in block_lines[line_idx]:
												A_     :				int			      =	len(_lowerCAmelCase     )
									else:
												line_idx += 1
						if line_idx >= len(_lowerCAmelCase     ):
									continue

						# Ignore beginning and last line: they don't contain anything.
						A_     :				Any			      =	"\n".join(block_lines[line_idx:-1]     )
						A_     :				Optional[int]			      =	get_indent(block_lines[1]     )
						# Slit the internal block into blocks of indent level 1.
						A_     :				Union[str, Any]			      =	split_code_in_indented_blocks(_lowerCAmelCase  ,indent_level=_lowerCAmelCase     )
						# We have two categories of import key: list or _import_structure[key].append/extend
						A_     :				Dict			      =	_re_direct_key if "_import_structure" in block_lines[0] else _re_indirect_key
						# Grab the keys, but there is a trap: some lines are empty or just comments.
						A_     :				List[Any]			      =	[(pattern.search(_lowerCAmelCase     ).groups()[0] if pattern.search(_lowerCAmelCase     ) is not None else None) for b in internal_blocks]
						# We only sort the lines with a key.
						A_     :				List[str]			      =	[(i, key) for i, key in enumerate(_lowerCAmelCase     ) if key is not None]
						A_     :				int			      =	[x[0] for x in sorted(_lowerCAmelCase  ,key=lambda _lowerCAmelCase     : x[1]     )]

						# We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
						A_     :				List[Any]			      =	0
						A_     :				Optional[int]			      =	[]
						for i in range(len(_lowerCAmelCase     )     ):
									if keys[i] is None:
												reordered_blocks.append(internal_blocks[i]     )
									else:
												A_     :				Any			      =	sort_objects_in_import(internal_blocks[sorted_indices[count]]     )
												reordered_blocks.append(_lowerCAmelCase     )
												count += 1

												    # And we put our main block back together with its first and last line.
						A_     :				Tuple			      =	"\n".join(block_lines[:line_idx] + reordered_blocks + [block_lines[-1]]     )

			if code != "\n".join(_lowerCAmelCase     ):
						if check_only:
									return True
						else:
									print(f"""Overwriting {file}."""     )
									with open(_lowerCAmelCase  ,"""w"""     ) as f:
												f.write("""\n""".join(_lowerCAmelCase     )     )



def     _lowerCAmelCase		(  _lowerCAmelCase=True     ):
			'''simple docstring'''


			A_     :				List[Any]			      =	[]
			for root, _, files in os.walk(_lowerCAmelCase     ):
						if "__init__.py" in files:
									A_     :				str			      =	sort_imports(os.path.join(_lowerCAmelCase  ,"""__init__.py"""     )  ,check_only=_lowerCAmelCase     )
									if result:
												A_     :				str			      =	[os.path.join(_lowerCAmelCase  ,"""__init__.py"""     )]
			if len(_lowerCAmelCase     ) > 0:
						raise ValueError(f"""Would overwrite {len(_lowerCAmelCase     )} files, run `make style`."""     )


if __name__ == "__main__":
						_lowerCAmelCase 				=     argparse.ArgumentParser()
						parser.add_argument("""--check_only""", action="""store_true""", help="""Whether to only check or fix style.""")
						_lowerCAmelCase 				=     parser.parse_args()

						sort_imports_in_all_inits(check_only=args.check_only)













from . import __version__

# Backward compatibility imports, to make sure all those objects can be found in file_utils
from .utils import (
    CLOUDFRONT_DISTRIB_PREFIX,
    CONFIG_NAME,
    DISABLE_TELEMETRY,
    DUMMY_INPUTS,
    DUMMY_MASK,
    ENV_VARS_TRUE_AND_AUTO_VALUES,
    ENV_VARS_TRUE_VALUES,
    FEATURE_EXTRACTOR_NAME,
    FLAX_WEIGHTS_NAME,
    HF_MODULES_CACHE,
    HUGGINGFACE_CO_PREFIX,
    HUGGINGFACE_CO_RESOLVE_ENDPOINT,
    MODEL_CARD_NAME,
    MULTIPLE_CHOICE_DUMMY_INPUTS,
    PYTORCH_PRETRAINED_BERT_CACHE,
    PYTORCH_TRANSFORMERS_CACHE,
    S3_BUCKET_PREFIX,
    SENTENCEPIECE_UNDERLINE,
    SPIECE_UNDERLINE,
    TF2_WEIGHTS_NAME,
    TF_WEIGHTS_NAME,
    TORCH_FX_REQUIRED_VERSION,
    TRANSFORMERS_CACHE,
    TRANSFORMERS_DYNAMIC_MODULE_NAME,
    USE_JAX,
    USE_TF,
    USE_TORCH,
    WEIGHTS_INDEX_NAME,
    WEIGHTS_NAME,
    ContextManagers,
    DummyObject,
    EntryNotFoundError,
    ExplicitEnum,
    ModelOutput,
    PaddingStrategy,
    PushToHubMixin,
    RepositoryNotFoundError,
    RevisionNotFoundError,
    TensorType,
    _LazyModule,
    add_code_sample_docstrings,
    add_end_docstrings,
    add_start_docstrings,
    add_start_docstrings_to_model_forward,
    cached_property,
    copy_func,
    default_cache_path,
    define_sagemaker_information,
    get_cached_models,
    get_file_from_repo,
    get_full_repo_name,
    get_torch_version,
    has_file,
    http_user_agent,
    is_apex_available,
    is_bsa_available,
    is_coloredlogs_available,
    is_datasets_available,
    is_detectrona_available,
    is_faiss_available,
    is_flax_available,
    is_ftfy_available,
    is_in_notebook,
    is_ipex_available,
    is_librosa_available,
    is_offline_mode,
    is_onnx_available,
    is_pandas_available,
    is_phonemizer_available,
    is_protobuf_available,
    is_psutil_available,
    is_pyanvml_available,
    is_pyctcdecode_available,
    is_pytesseract_available,
    is_pytorch_quantization_available,
    is_rjieba_available,
    is_sagemaker_dp_enabled,
    is_sagemaker_mp_enabled,
    is_scipy_available,
    is_sentencepiece_available,
    is_seqio_available,
    is_sklearn_available,
    is_soundfile_availble,
    is_spacy_available,
    is_speech_available,
    is_tensor,
    is_tensorflow_probability_available,
    is_tfaonnx_available,
    is_tf_available,
    is_timm_available,
    is_tokenizers_available,
    is_torch_available,
    is_torch_bfaa_available,
    is_torch_cuda_available,
    is_torch_fx_available,
    is_torch_fx_proxy,
    is_torch_mps_available,
    is_torch_tfaa_available,
    is_torch_tpu_available,
    is_torchaudio_available,
    is_training_run_on_sagemaker,
    is_vision_available,
    replace_return_docstrings,
    requires_backends,
    to_numpy,
    to_py_obj,
    torch_only_method,
)






