




import posixpath
from pathlib import Path
from unittest.mock import patch

import pytest
from fsspec.implementations.local import AbstractFileSystem, LocalFileSystem, stringify_path
from fsspec.registry import _registry as _fsspec_registry





class 		A__				(   __SCREAMING_SNAKE_CASE ):
	lowerCamelCase__		: int				    ="mock"






	def __init__(	self				,     *lowerCamelCase				,     lowerCamelCase				,     **lowerCamelCase						)      ->   Union[str, Any]:




						"""simple docstring"""






						super().__init__()
						__magic_name__					:							Union[str, Any]		   =							LocalFileSystem(*lowerCamelCase				,     **lowerCamelCase						)
						__magic_name__					:							Union[str, Any]		   =							Path(lowerCamelCase						).resolve().as_posix() + '''/'''






	def  lowercase      (	self				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   str:




						"""simple docstring"""






						__magic_name__					:							Union[str, Any]		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.mkdir(lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   Optional[int]:




						"""simple docstring"""






						__magic_name__					:							Dict		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.makedirs(lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase						)      ->   Optional[int]:




						"""simple docstring"""






						__magic_name__					:							Optional[int]		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.rmdir(lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase				,     lowerCamelCase=True				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   Any:




						"""simple docstring"""






						__magic_name__					:							List[str]		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						__magic_name__					:							Any		   =							self._fs.ls(lowerCamelCase				,     detail=lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)
						if detail:
											return [{**info, "name": info["name"][len(self.local_root_dir						) :]} for info in out]
						else:
											return [name[len(self.local_root_dir						) :] for name in out]






	def  lowercase      (	self				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   Optional[int]:




						"""simple docstring"""






						__magic_name__					:							Dict		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						__magic_name__					:							Dict		   =							dict(self._fs.info(lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)						)
						__magic_name__					:							Any		   =							out['''name'''][len(self.local_root_dir						) :]
						return out






	def  lowercase      (	self				,     lowerCamelCase				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   int:




						"""simple docstring"""






						__magic_name__					:							Optional[int]		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						__magic_name__					:							Dict		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.cp_file(lowerCamelCase				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   str:




						"""simple docstring"""






						__magic_name__					:							List[str]		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.rm_file(lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   Optional[Any]:




						"""simple docstring"""






						__magic_name__					:							List[Any]		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.rm(lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   int:




						"""simple docstring"""






						__magic_name__					:							Dict		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs._open(lowerCamelCase				,     *lowerCamelCase				,     **lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase						)      ->   Dict:




						"""simple docstring"""






						__magic_name__					:							int		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.created(lowerCamelCase						)






	def  lowercase      (	self				,     lowerCamelCase						)      ->   Optional[int]:




						"""simple docstring"""






						__magic_name__					:							Optional[int]		   =							posixpath.join(self.local_root_dir				,     self._strip_protocol(lowerCamelCase						)						)
						return self._fs.modified(lowerCamelCase						)






	@classmethod
	def  lowercase      (	cls				,     lowerCamelCase						)      ->   Any:




						"""simple docstring"""






						__magic_name__					:							Any		   =							stringify_path(lowerCamelCase						)
						if path.startswith('''mock://'''						):
											__magic_name__					:							int		   =							path[7:]
						return path





class 		A__				(   __SCREAMING_SNAKE_CASE ):
	lowerCamelCase__		: Union[str, Any]				    ="tmp"
	lowerCamelCase__		: Optional[int]				    =None






	def __init__(	self				,     *lowerCamelCase				,     **lowerCamelCase						)      ->   Tuple:




						"""simple docstring"""






						assert self.tmp_dir is not None, "TmpDirFileSystem.tmp_dir is not set"
						super().__init__(*lowerCamelCase				,     **lowerCamelCase				,     local_root_dir=self.tmp_dir				,     auto_mkdir=lowerCamelCase						)






	@classmethod
	def  lowercase      (	cls				,     lowerCamelCase						)      ->   Dict:




						"""simple docstring"""






						__magic_name__					:							Tuple		   =							stringify_path(lowerCamelCase						)
						if path.startswith('''tmp://'''						):
											__magic_name__					:							Dict		   =							path[6:]
						return path







@pytest.fixture
def  lowerCAmelCase  (	)  ->Any:






					"""simple docstring"""






					__magic_name__					:							Optional[Any]		   =							MockFileSystem
					__magic_name__					:							Optional[Any]		   =							TmpDirFileSystem
					yield
					del _fsspec_registry["mock"]
					del _fsspec_registry["tmp"]







@pytest.fixture
def  lowerCAmelCase  (	UpperCAmelCase,	UpperCAmelCase       )  ->Union[str, Any]:






					"""simple docstring"""






					__magic_name__					:							Any		   =							tmp_path_factory.mktemp('''mockfs'''       )
					return MockFileSystem(local_root_dir=UpperCAmelCase,	auto_mkdir=UpperCAmelCase       )







@pytest.fixture
def  lowerCAmelCase  (	UpperCAmelCase,	UpperCAmelCase       )  ->List[Any]:






					"""simple docstring"""






					__magic_name__					:							Union[str, Any]		   =							tmp_path_factory.mktemp('''tmpfs'''       )
					with patch.object(UpperCAmelCase,	'''tmp_dir''',	UpperCAmelCase       ):
										yield TmpDirFileSystem()




import os

from packaging import version

from .. import __version__
from .accelerate_utils import apply_forward_hook
from .constants import (
    CONFIG_NAME,
    DEPRECATED_REVISION_ARGS,
    DIFFUSERS_CACHE,
    DIFFUSERS_DYNAMIC_MODULE_NAME,
    FLAX_WEIGHTS_NAME,
    HF_MODULES_CACHE,
    HUGGINGFACE_CO_RESOLVE_ENDPOINT,
    ONNX_EXTERNAL_WEIGHTS_NAME,
    ONNX_WEIGHTS_NAME,
    SAFETENSORS_WEIGHTS_NAME,
    TEXT_ENCODER_ATTN_MODULE,
    WEIGHTS_NAME,
)
from .deprecation_utils import deprecate
from .doc_utils import replace_example_docstring
from .dynamic_modules_utils import get_class_from_dynamic_module
from .hub_utils import (
    HF_HUB_OFFLINE,
    _add_variant,
    _get_model_file,
    extract_commit_hash,
    http_user_agent,
)
from .import_utils import (
    BACKENDS_MAPPING,
    ENV_VARS_TRUE_AND_AUTO_VALUES,
    ENV_VARS_TRUE_VALUES,
    USE_JAX,
    USE_TF,
    USE_TORCH,
    DummyObject,
    OptionalDependencyNotAvailable,
    is_accelerate_available,
    is_accelerate_version,
    is_bsa_available,
    is_flax_available,
    is_ftfy_available,
    is_inflect_available,
    is_invisible_watermark_available,
    is_k_diffusion_available,
    is_k_diffusion_version,
    is_librosa_available,
    is_note_seq_available,
    is_omegaconf_available,
    is_onnx_available,
    is_safetensors_available,
    is_scipy_available,
    is_tensorboard_available,
    is_tf_available,
    is_torch_available,
    is_torch_version,
    is_torchsde_available,
    is_transformers_available,
    is_transformers_version,
    is_unidecode_available,
    is_wandb_available,
    is_xformers_available,
    requires_backends,
)
from .logging import get_logger
from .outputs import BaseOutput
from .pil_utils import PIL_INTERPOLATION, numpy_to_pil, pt_to_pil
from .torch_utils import is_compiled_module, randn_tensor


if is_torch_available():
 from .testing_utils import (
     floats_tensor,
     load_hf_numpy,
     load_image,
     load_numpy,
     load_pt,
     nightly,
     parse_flag_from_env,
     print_tensor_test,
     require_torch_a,
     require_torch_gpu,
     skip_mps,
     slow,
     torch_all_close,
     torch_device,
 )
 from .torch_utils import maybe_allow_in_graph

from .testing_utils import export_to_gif, export_to_video


UpperCAmelCase							= get_logger(__name__)


def SCREAMING_SNAKE_CASE (   lowercase_:		Any ):
       if version.parse(lowercase_ ) < version.parse(lowercase_ ):
              if "dev" in min_version:
                     _UpperCamelCase   :				Tuple       =     (
                         'This example requires a source install from HuggingFace diffusers (see '
                         '`https://huggingface.co/docs/diffusers/installation#install-from-source`),'
                     )
              else:
                     _UpperCamelCase   :				str       =     F"This example requires a minimum version of {min_version},"
              error_message += F" but the version found is {__version__}.\n"
              raise ImportError(lowercase_ )



