






"""simple docstring"""





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_		):
    SCREAMING_SNAKE_CASE						:					int						=			"mock"






    def __init__(	self					:							str	,						*__SCREAMING_SNAKE_CASE					:							Tuple	,						__SCREAMING_SNAKE_CASE					:							int	,						**__SCREAMING_SNAKE_CASE					:							Tuple )					->		Union[str, Any]:
      super().__init__()
      lowerCamelCase_   					=						LocalFileSystem(*lowercase_	,						**lowercase_ )
      lowerCamelCase_   					=						Path(lowercase_ ).resolve().as_posix() + '/'






    def        UpperCamelCase	(	self					:							Tuple	,						__SCREAMING_SNAKE_CASE					:							List[str]	,						*__SCREAMING_SNAKE_CASE					:							Optional[Any]	,						**__SCREAMING_SNAKE_CASE					:							List[Any] )					->		List[str]:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.mkdir(lowercase_	,						*lowercase_	,						**lowercase_ )






    def        UpperCamelCase	(	self					:							Optional[int]	,						__SCREAMING_SNAKE_CASE					:							Dict	,						*__SCREAMING_SNAKE_CASE					:							Dict	,						**__SCREAMING_SNAKE_CASE					:							List[Any] )					->		List[str]:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.makedirs(lowercase_	,						*lowercase_	,						**lowercase_ )






    def        UpperCamelCase	(	self					:							Union[str, Any]	,						__SCREAMING_SNAKE_CASE					:							Dict )					->		Optional[Any]:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.rmdir(lowercase_ )






    def        UpperCamelCase	(	self					:							Optional[Any]	,						__SCREAMING_SNAKE_CASE					:							List[Any]	,						__SCREAMING_SNAKE_CASE					:							List[Any]=True	,						*__SCREAMING_SNAKE_CASE					:							int	,						**__SCREAMING_SNAKE_CASE					:							List[Any] )					->		Tuple:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      lowerCamelCase_   					=						self._fs.ls(lowercase_	,						detail=lowercase_	,						*lowercase_	,						**lowercase_ )
      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        UpperCamelCase	(	self					:							Optional[Any]	,						__SCREAMING_SNAKE_CASE					:							int	,						*__SCREAMING_SNAKE_CASE					:							str	,						**__SCREAMING_SNAKE_CASE					:							str )					->		Tuple:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      lowerCamelCase_   					=						dict(self._fs.info(lowercase_	,						*lowercase_	,						**lowercase_ ) )
      lowerCamelCase_   					=						out['name'][len(self.local_root_dir ) :]
      return out






    def        UpperCamelCase	(	self					:							int	,						__SCREAMING_SNAKE_CASE					:							Dict	,						__SCREAMING_SNAKE_CASE					:							Optional[Any]	,						*__SCREAMING_SNAKE_CASE					:							Union[str, Any]	,						**__SCREAMING_SNAKE_CASE					:							str )					->		Optional[int]:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.cp_file(lowercase_	,						lowercase_	,						*lowercase_	,						**lowercase_ )






    def        UpperCamelCase	(	self					:							Union[str, Any]	,						__SCREAMING_SNAKE_CASE					:							Union[str, Any]	,						*__SCREAMING_SNAKE_CASE					:							Dict	,						**__SCREAMING_SNAKE_CASE					:							Any )					->		int:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.rm_file(lowercase_	,						*lowercase_	,						**lowercase_ )






    def        UpperCamelCase	(	self					:							List[str]	,						__SCREAMING_SNAKE_CASE					:							Dict	,						*__SCREAMING_SNAKE_CASE					:							str	,						**__SCREAMING_SNAKE_CASE					:							List[str] )					->		List[str]:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.rm(lowercase_	,						*lowercase_	,						**lowercase_ )






    def        UpperCamelCase	(	self					:							List[Any]	,						__SCREAMING_SNAKE_CASE					:							str	,						*__SCREAMING_SNAKE_CASE					:							str	,						**__SCREAMING_SNAKE_CASE					:							Optional[Any] )					->		Any:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs._open(lowercase_	,						*lowercase_	,						**lowercase_ )






    def        UpperCamelCase	(	self					:							str	,						__SCREAMING_SNAKE_CASE					:							Any )					->		int:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.created(lowercase_ )






    def        UpperCamelCase	(	self					:							List[Any]	,						__SCREAMING_SNAKE_CASE					:							Dict )					->		Optional[int]:
      lowerCamelCase_   					=						posixpath.join(self.local_root_dir	,						self._strip_protocol(lowercase_ ) )
      return self._fs.modified(lowercase_ )






    @classmethod
    def        UpperCamelCase	(	cls					:							List[Any]	,						__SCREAMING_SNAKE_CASE					:							Union[str, Any] )					->		List[Any]:
      lowerCamelCase_   					=						stringify_path(lowercase_ )
      if path.startswith('mock://' ):
        lowerCamelCase_   					=						path[7:]
      return path






class 					a						( SCREAMING_SNAKE_CASE_		):
    SCREAMING_SNAKE_CASE						:					int						=			"tmp"
    SCREAMING_SNAKE_CASE						:					Union[str, Any]						=			None






    def __init__(	self					:							Optional[int]	,						*__SCREAMING_SNAKE_CASE					:							List[Any]	,						**__SCREAMING_SNAKE_CASE					:							Optional[int] )					->		Union[str, Any]:
      assert self.tmp_dir is not None, "TmpDirFileSystem.tmp_dir is not set"
      super().__init__(*lowercase_	,						**lowercase_	,						local_root_dir=self.tmp_dir	,						auto_mkdir=lowercase_ )






    @classmethod
    def        UpperCamelCase	(	cls					:							Union[str, Any]	,						__SCREAMING_SNAKE_CASE					:							Optional[int] )					->		Optional[int]:
      lowerCamelCase_   					=						stringify_path(lowercase_ )
      if path.startswith('tmp://' ):
        lowerCamelCase_   					=						path[6:]
      return path







@pytest.fixture
def 					lowerCamelCase__	(							)				->    Dict:
  lowerCamelCase_   					=						MockFileSystem
  lowerCamelCase_   					=						TmpDirFileSystem
  yield
  del _fsspec_registry["mock"]
  del _fsspec_registry["tmp"]







@pytest.fixture
def 					lowerCamelCase__	(							_lowerCamelCase	:		Tuple		,    _lowerCamelCase	:		int			)				->    str:
  lowerCamelCase_   					=						tmp_path_factory.mktemp('mockfs'			)
  return MockFileSystem(local_root_dir=_lowerCamelCase		,    auto_mkdir=_lowerCamelCase			)







@pytest.fixture
def 					lowerCamelCase__	(							_lowerCamelCase	:		Union[str, Any]		,    _lowerCamelCase	:		Union[str, Any]			)				->    Union[str, Any]:
  lowerCamelCase_   					=						tmp_path_factory.mktemp('tmpfs'			)
  with patch.object(_lowerCamelCase		,    'tmp_dir'		,    _lowerCamelCase			):
    yield TmpDirFileSystem()












"""simple docstring"""





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


_SCREAMING_SNAKE_CASE :    List[Any]    =						logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE :    str    =						{
    '''facebook/regnet-y-040''': '''https://huggingface.co/facebook/regnet-y-040/blob/main/config.json''',
}






class 					a						( __snake_case		):
    SCREAMING_SNAKE_CASE						:					str						=			"""regnet"""
    SCREAMING_SNAKE_CASE						:					List[Any]						=			["""x""", """y"""]






    def __init__(	self					:							int	,						__SCREAMING_SNAKE_CASE					:							Any=3	,						__SCREAMING_SNAKE_CASE					:							Any=32	,						__SCREAMING_SNAKE_CASE					:							List[str]=[128, 192, 512, 1088]	,						__SCREAMING_SNAKE_CASE					:							Union[str, Any]=[2, 6, 12, 2]	,						__SCREAMING_SNAKE_CASE					:							str=64	,						__SCREAMING_SNAKE_CASE					:							List[Any]="y"	,						__SCREAMING_SNAKE_CASE					:							Optional[int]="relu"	,						**__SCREAMING_SNAKE_CASE					:							Union[str, Any]	,						)					->		Union[str, Any]:
      super().__init__(**__SCREAMING_SNAKE_CASE )
      if layer_type not in self.layer_types:
        raise ValueError(F'''layer_type={layer_type} is not one of {",".join(self.layer_types )}''' )
      lowerCamelCase_   					=						num_channels
      lowerCamelCase_   					=						embedding_size
      lowerCamelCase_   					=						hidden_sizes
      lowerCamelCase_   					=						depths
      lowerCamelCase_   					=						groups_width
      lowerCamelCase_   					=						layer_type
      lowerCamelCase_   					=						hidden_act
      # always downsample in the first stage
      lowerCamelCase_   					=						True




