


import os
from typing import Optional

import fsspec
from fsspec.archive import AbstractArchiveFileSystem
from fsspec.utils import DEFAULT_BLOCK_SIZE


class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     ''
						lowerCamelCase_         =     (
						    None  # protocol passed in prefix to the url. ex: "gzip", for gzip://file.txt::http://foo.bar/file.txt.gz
						)
						lowerCamelCase_         =     None  # compression type in fsspec. ex: "gzip"
						lowerCamelCase_         =     None  # extension of the filename to strip. ex: "".gz" to get file.txt from file.txt.gz




						def __init__(	self						:   str   ,     __A						:   str = ""   ,     __A						:   Optional[str] = None   ,     __A						:   Optional[dict] = None   ,     **__A						:   Tuple						)      ->Any:






									"""simple docstring"""






									super().__init__(self   ,     **__A						)
									# always open as "rb" since fsspec can then use the TextIOWrapper to make it work for "r" mode
									a__ :Optional[int]						  =    fsspec.open(
									    __A   ,     mode="rb"   ,     protocol=__A   ,     compression=self.compression   ,     client_kwargs={
									        "requote_redirect_url": False,  # see https://github.com/huggingface/datasets/pull/5459
									        "trust_env": True,  # Enable reading proxy env variables.
									        **(target_options or {}).pop("client_kwargs"   ,     {}						),  # To avoid issues if it was already passed.
									    }   ,     **(target_options or {})   ,     )
									a__ :str						  =    os.path.basename(self.file.path.split("::"						)[0]						)
									a__ :Dict						  =    (
									    self.compressed_name[: self.compressed_name.rindex("."						)]
									    if "." in self.compressed_name
									    else self.compressed_name
									)
									a__ :Tuple						  =    None




						@classmethod
						def  _snake_case					(	cls						:   Union[str, Any]   ,     __A						:   List[Any]						)      ->List[Any]:






									"""simple docstring"""






									return super()._strip_protocol(__A						).lstrip("/"						)




						def  _snake_case					(	self						:   List[Any]						)      ->List[str]:






									"""simple docstring"""






									if self.dir_cache is None:
												a__ :List[Any]						  =    {**self.file.fs.info(self.file.path						), "name": self.uncompressed_name}
												a__ :int						  =    {f["name"]: f}




						def  _snake_case					(	self						:   Optional[Any]   ,     __A						:   str						)      ->Any:






									"""simple docstring"""






									return self.file.open().read()






						def  _snake_case					(	self						:   List[Any]   ,     __A						:   str   ,     __A						:   str = "rb"   ,     __A						:   List[Any]=None   ,     __A						:   List[Any]=True   ,     __A						:   Union[str, Any]=None   ,     **__A						:   Tuple   ,     )      ->Optional[Any]:






									"""simple docstring"""






									a__ :Any						  =    self._strip_protocol(__A						)
									if mode != "rb":
												raise ValueError(F'''Tried to read with mode {mode} on file {self.file.path} opened with mode \'rb\''''						)
									return self.file.open()






class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     'bz2'
						lowerCamelCase_         =     'bz2'
						lowerCamelCase_         =     '.bz2'






class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     'gzip'
						lowerCamelCase_         =     'gzip'
						lowerCamelCase_         =     '.gz'






class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     'lz4'
						lowerCamelCase_         =     'lz4'
						lowerCamelCase_         =     '.lz4'






class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     'xz'
						lowerCamelCase_         =     'xz'
						lowerCamelCase_         =     '.xz'






class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     'zstd'
						lowerCamelCase_         =     'zstd'
						lowerCamelCase_         =     '.zst'




						def __init__(	self						:   Optional[int]   ,     __A						:   str   ,     __A						:   str = "rb"   ,     __A						:   Optional[str] = None   ,     __A						:   Optional[dict] = None   ,     __A						:   int = DEFAULT_BLOCK_SIZE   ,     **__A						:   Union[str, Any]   ,     )      ->Optional[Any]:






									"""simple docstring"""






									super().__init__(
									    fo=__A   ,     mode=__A   ,     target_protocol=__A   ,     target_options=__A   ,     block_size=__A   ,     **__A   ,     )
									# We need to wrap the zstd decompressor to avoid this error in fsspec==2021.7.0 and zstandard==0.15.2:
									#
									# File "/Users/user/.virtualenvs/hf-datasets/lib/python3.7/site-packages/fsspec/core.py", line 145, in open
									#     out.close = close
									# AttributeError: 'zstd.ZstdDecompressionReader' object attribute 'close' is read-only
									#
									# see https://github.com/intake/filesystem_spec/issues/725
									a__ :Union[str, Any]						  =    self.file.__enter__


									class 					lowerCAmelCase_ :




															def __init__(	self						:   Tuple   ,     __A						:   str						)      ->Union[str, Any]:






																		"""simple docstring"""






																		a__ :str						  =    file_




															def __enter__(	self						:   Dict						)      ->Optional[int]:






																		"""simple docstring"""






																		self._file.__enter__()
																		return self




															def __exit__(	self						:   List[Any]   ,     *__A						:   Optional[int]   ,     **__A						:   Union[str, Any]						)      ->Dict:






																		"""simple docstring"""






																		self._file.__exit__(*__A   ,     **__A						)




															def __iter__(	self						:   Optional[Any]						)      ->str:






																		"""simple docstring"""






																		return iter(self._file						)




															def  _snake_case					(	self						:   Dict						)      ->str:






																		"""simple docstring"""






																		return next(self._file						)






															def __getattr__(	self						:   Dict   ,     __A						:   str						)      ->Tuple:






																		"""simple docstring"""






																		return getattr(self._file   ,     __A						)

									def fixed_enter(*__A						:   List[Any]   ,     **__A						:   List[Any]						):
												return WrappedFile(_enter(*__A   ,     **__A						)						)

									a__ :Optional[int]						  =    fixed_enter






import importlib
import os
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, Optional, Union

import torch

from ..utils import BaseOutput


snake_case__			 =						'''scheduler_config.json'''


class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     1
						lowerCamelCase_         =     2
						lowerCamelCase_         =     3
						lowerCamelCase_         =     4
						lowerCamelCase_         =     5
						lowerCamelCase_         =     6
						lowerCamelCase_         =     7
						lowerCamelCase_         =     8
						lowerCamelCase_         =     9
						lowerCamelCase_         =     10
						lowerCamelCase_         =     11
						lowerCamelCase_         =     12
						lowerCamelCase_         =     13
						lowerCamelCase_         =     14






@dataclass
class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     42






class 					lowerCAmelCase_ :
						lowerCamelCase_         =     SCHEDULER_CONFIG_NAME
						lowerCamelCase_         =     []
						lowerCamelCase_         =     True




						@classmethod
						def  _snake_case					(	cls						:   Union[str, Any]   ,     __A						:   Dict[str, Any] = None   ,     __A						:   Optional[str] = None   ,     __A						:   Optional[int]=False   ,     **__A						:   Union[str, Any]   ,     )      ->List[Any]:






									"""simple docstring"""






									a__  ,  a__  ,  a__ :List[Any]						  =    cls.load_config(
									    pretrained_model_name_or_path=__A   ,     subfolder=__A   ,     return_unused_kwargs=__A   ,     return_commit_hash=__A   ,     **__A   ,     )
									return cls.from_config(__A   ,     return_unused_kwargs=__A   ,     **__A						)




						def  _snake_case					(	self						:   str   ,     __A						:   Union[str, os.PathLike]   ,     __A						:   bool = False   ,     **__A						:   Optional[Any]						)      ->str:






									"""simple docstring"""






									self.save_config(save_directory=__A   ,     push_to_hub=__A   ,     **__A						)




						@property
						def  _snake_case					(	self						:   List[Any]						)      ->Dict:






									"""simple docstring"""






									return self._get_compatibles()






						@classmethod
						def  _snake_case					(	cls						:   Dict						)      ->int:






									"""simple docstring"""






									a__ :Optional[int]						  =    list(set([cls.__name__] + cls._compatibles						)						)
									a__ :Union[str, Any]						  =    importlib.import_module(__name__.split("."						)[0]						)
									a__ :Optional[int]						  =    [
									    getattr(__A   ,     __A						) for c in compatible_classes_str if hasattr(__A   ,     __A						)
									]
									return compatible_classes


