
'''simple docstring'''

import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Audio, Features, Value
from .base import TaskTemplate






@dataclass(frozen=SCREAMING_SNAKE_CASE__     )
class  A  (						SCREAMING_SNAKE_CASE__     ):
	snake_case__   :str   =  field(default='automatic-speech-recognition'	,   metadata={'include_in_asdict_even_if_is_default': True}     )
	snake_case__   :ClassVar[Features]   =  Features({'audio': Audio()}     )
	snake_case__   :ClassVar[Features]   =  Features({'transcription': Value('string'     )}     )
	snake_case__   :str   =  "audio"
	snake_case__   :str   =  "transcription"





	def 				__SCREAMING_SNAKE_CASE	(       self      :							str   ,				__magic_name__      :							Union[str, Any]				):


				"""simple docstring"""

				if self.audio_column not in features:
							raise ValueError(f"""Column {self.audio_column} is not present in features."""				)
				if not isinstance(features[self.audio_column]   ,				__magic_name__				):
							raise ValueError(f"""Column {self.audio_column} is not an Audio type."""				)
				lowerCAmelCase__										=				copy.deepcopy(self				)
				lowerCAmelCase__										=				self.input_schema.copy()
				lowerCAmelCase__										=				features[self.audio_column]
				lowerCAmelCase__										=				input_schema
				return task_template







	@property
	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return {self.audio_column: "audio", self.transcription_column: "transcription"}













import importlib
import shutil
import threading
import warnings
from typing import List

import fsspec
import fsspec.asyn

from . import compression
from .hffilesystem import HfFileSystem


A__      :     int       =					importlib.util.find_spec('s3fs') is not None

if _has_safs:
							from .safilesystem import SaFileSystem  # noqa: F401

A__      :     List[compression.BaseCompressedFileFileSystem]       =					[
    compression.BzaFileSystem,
    compression.GzipFileSystem,
    compression.LzaFileSystem,
    compression.XzFileSystem,
    compression.ZstdFileSystem,
]

# Register custom filesystems
for fs_class in COMPRESSION_FILESYSTEMS + [HfFileSystem]:
							if fs_class.protocol in fsspec.registry and fsspec.registry[fs_class.protocol] is not fs_class:
														warnings.warn(F"A filesystem protocol was already set for {fs_class.protocol} and will be overwritten.")
							fsspec.register_implementation(fs_class.protocol, fs_class, clobber=True)






def     a     (		lowerCamelCase_							):






				'''simple docstring'''
				if "://" in dataset_path:
								lowercase__  					=     dataset_path.split('''://'''							)[1]
				return dataset_path






def     a     (		lowerCamelCase_							):






				'''simple docstring'''
				if fs is not None and fs.protocol != "file":
								return True
				else:
								return False






def     a     (		lowerCamelCase_						,  lowerCamelCase_						,  lowerCamelCase_							):






				'''simple docstring'''
				lowercase__  					=     not is_remote_filesystem(lowerCamelCase_							)
				if is_local:
								# LocalFileSystem.mv does copy + rm, it is more efficient to simply move a local directory
								shutil.move(fs._strip_protocol(lowerCamelCase_							)						,  fs._strip_protocol(lowerCamelCase_							)							)
				else:
								fs.mv(lowerCamelCase_						,  lowerCamelCase_						,  recursive=lowerCamelCase_							)






def     a     (		):






				'''simple docstring'''
				if hasattr(fsspec.asyn						,  '''reset_lock'''							):
								# for future fsspec>2022.05.0
								fsspec.asyn.reset_lock()
				else:
								lowercase__  					=     None
								lowercase__  					=     None
								lowercase__  					=     threading.Lock()




