'''simple docstring'''
import importlib
import shutil
import threading
import warnings
from typing import List

import fsspec
import fsspec.asyn

from . import compression
from .hffilesystem import HfFileSystem


lowercase__  :      Optional[Any]     =					importlib.util.find_spec("s3fs") is not None

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

lowercase__  :      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  __lowerCamelCase       (      _UpperCamelCase  :  str					):


      '''simple docstring'''


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



def  __lowerCamelCase       (      _UpperCamelCase  :  fsspec.AbstractFileSystem					):


      '''simple docstring'''


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



def  __lowerCamelCase       (      _UpperCamelCase  :  fsspec.AbstractFileSystem							,    _UpperCamelCase  :  str							,    _UpperCamelCase  :  str					):


      '''simple docstring'''


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





def  __lowerCamelCase       (      ):


      '''simple docstring'''


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






'''simple docstring'''
from datetime import datetime

import matplotlib.pyplot as plt
import torch



def  __lowerCamelCase       (      _UpperCamelCase  :  Union[str, Any]					):


      '''simple docstring'''


      for param in module.parameters():
            UpperCAmelCase_            =  False



def  __lowerCamelCase       (      ):


      '''simple docstring'''


      UpperCAmelCase_            =  '''cuda''' if torch.cuda.is_available() else '''cpu'''
      if torch.backends.mps.is_available() and torch.backends.mps.is_built():
            UpperCAmelCase_            =  '''mps'''
      if device == "mps":
            print(
                '''WARNING: MPS currently doesn\'t seem to work, and messes up backpropagation without any visible torch'''
                ''' errors. I recommend using CUDA on a colab notebook or CPU instead if you\'re facing inexplicable issues'''
                ''' with generations.'''					)
      return device



def  __lowerCamelCase       (      _UpperCamelCase  :  Union[str, Any]					):


      '''simple docstring'''


      UpperCAmelCase_            =  plt.imshow(_UpperCamelCase					)
      fig.axes.get_xaxis().set_visible(_UpperCamelCase					)
      fig.axes.get_yaxis().set_visible(_UpperCamelCase					)
      plt.show()





def  __lowerCamelCase       (      ):


      '''simple docstring'''


      UpperCAmelCase_            =  datetime.now()
      UpperCAmelCase_            =  current_time.strftime('''%H:%M:%S'''					)
      return timestamp





