



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 	__snake_case (				SCREAMING_SNAKE_CASE):







							'''simple docstring'''






							UpperCamelCase__			: str             =   """mock"""


							def __init__(							self					,					*a_					,					a_					,					**a_						):
											super().__init__()
											a__			 =						LocalFileSystem(*a_					,					**a_						)
											a__			 =						Path(a_						).resolve().as_posix() + """/"""


							def _a (							self					,					a_					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.mkdir(a_					,					*a_					,					**a_						)


							def _a (							self					,					a_					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.makedirs(a_					,					*a_					,					**a_						)


							def _a (							self					,					a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.rmdir(a_						)


							def _a (							self					,					a_					,					a_=True					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											a__			 =						self._fs.ls(a_					,					detail=a_					,					*a_					,					**a_						)
											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 _a (							self					,					a_					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											a__			 =						dict(self._fs.info(a_					,					*a_					,					**a_						)						)
											a__			 =						out["""name"""][len(self.local_root_dir						) :]
											return out


							def _a (							self					,					a_					,					a_					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.cp_file(a_					,					a_					,					*a_					,					**a_						)


							def _a (							self					,					a_					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.rm_file(a_					,					*a_					,					**a_						)


							def _a (							self					,					a_					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.rm(a_					,					*a_					,					**a_						)


							def _a (							self					,					a_					,					*a_					,					**a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs._open(a_					,					*a_					,					**a_						)


							def _a (							self					,					a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.created(a_						)


							def _a (							self					,					a_						):
											a__			 =						posixpath.join(self.local_root_dir					,					self._strip_protocol(a_						)						)
											return self._fs.modified(a_						)







							@classmethod
							def _a (							cls					,					a_						):
											a__			 =						stringify_path(a_						)
											if path.startswith("""mock://"""						):
															a__			 =						path[7:]
											return path




class 	__snake_case (				SCREAMING_SNAKE_CASE):







							'''simple docstring'''






							UpperCamelCase__			: List[Any]             =   """tmp"""
							UpperCamelCase__			: str             =   None


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







							@classmethod
							def _a (							cls					,					a_						):
											a__			 =						stringify_path(a_						)
											if path.startswith("""tmp://"""						):
															a__			 =						path[6:]
											return path




@pytest.fixture
def      A_ (		):

				"""simple docstring"""
				a__			 =						MockFileSystem
				a__			 =						TmpDirFileSystem
				yield
				del _fsspec_registry["mock"]
				del _fsspec_registry["tmp"]

@pytest.fixture
def      A_ (		__a       :			str	,						__a       :			Optional[Any]						):

				"""simple docstring"""
				a__			 =						tmp_path_factory.mktemp("""mockfs"""						)
				return MockFileSystem(local_root_dir=__a	,						auto_mkdir=__a						)




@pytest.fixture
def      A_ (		__a       :			Optional[Any]	,						__a       :			Optional[int]						):

				"""simple docstring"""
				a__			 =						tmp_path_factory.mktemp("""tmpfs"""						)
				with patch.object(__a	,						"""tmp_dir"""	,						__a						):
								yield TmpDirFileSystem()






from ...configuration_utils import PretrainedConfig
from ...utils import logging


UpperCAmelCase								=   logging.get_logger(__name__)

UpperCAmelCase								=   {
    """facebook/regnet-y-040""": """https://huggingface.co/facebook/regnet-y-040/blob/main/config.json""",
}

class 	__snake_case (				SCREAMING_SNAKE_CASE):







							'''simple docstring'''






							UpperCamelCase__			: Tuple             =   """regnet"""
							UpperCamelCase__			: int             =   ["""x""", """y"""]


							def __init__(							self					,					a_=3					,					a_=32					,					a_=[128, 192, 512, 1_088]					,					a_=[2, 6, 12, 2]					,					a_=64					,					a_="y"					,					a_="relu"					,					**a_					,					):
											super().__init__(**a_						)
											if layer_type not in self.layer_types:
															raise ValueError(F'''layer_type={layer_type} is not one of {",".join(self.layer_types						)}'''						)
											a__			 =						num_channels
											a__			 =						embedding_size
											a__			 =						hidden_sizes
											a__			 =						depths
											a__			 =						groups_width
											a__			 =						layer_type
											a__			 =						hidden_act
											# always downsample in the first stage
											a__			 =						True

