

import importlib
import os

import fsspec
import pytest
from fsspec import register_implementation
from fsspec.registry import _registry as _fsspec_registry

from datasets.filesystems import COMPRESSION_FILESYSTEMS, HfFileSystem, extract_path_from_uri, is_remote_filesystem

from .utils import require_lza, require_zstandard




def 	_a       (				__lowerCAmelCase		:      List[str]     ):

		"""simple docstring"""

		assert "mock" in _fsspec_registry
		assert "bz2" in _fsspec_registry




def 	_a       (				):

		"""simple docstring"""

		assert "mock" not in _fsspec_registry
		assert "bz2" in _fsspec_registry




def 	_a       (				):

		"""simple docstring"""

		snake_case__						:       Optional[Any]       						=  '''mock-s3-bucket'''
		snake_case__						:       List[Any]       						=  F"""s3://{mock_bucket}"""
		snake_case__						:       List[Any]       						=  extract_path_from_uri(__lowerCAmelCase     )
		assert dataset_path.startswith('''s3://'''     ) is False

		snake_case__						:       Optional[Any]       						=  '''./local/path'''
		snake_case__						:       Tuple       						=  extract_path_from_uri(__lowerCAmelCase     )
		assert dataset_path == new_dataset_path




def 	_a       (				__lowerCAmelCase		:      int     ):

		"""simple docstring"""

		snake_case__						:       Optional[Any]       						=  is_remote_filesystem(__lowerCAmelCase     )
		assert is_remote is True

		snake_case__						:       Dict       						=  fsspec.filesystem('''file'''     )

		snake_case__						:       List[str]       						=  is_remote_filesystem(__lowerCAmelCase     )
		assert is_remote is False




@pytest.mark.parametrize('''compression_fs_class'''   ,							__lowerCAmelCase     )
def 	_a       (				__lowerCAmelCase		:      Optional[int]   ,							__lowerCAmelCase		:      Tuple   ,							__lowerCAmelCase		:      Dict   ,							__lowerCAmelCase		:      Dict   ,							__lowerCAmelCase		:      Union[str, Any]   ,							__lowerCAmelCase		:      Optional[int]   ,							__lowerCAmelCase		:      Tuple     ):

		"""simple docstring"""

		snake_case__						:       List[Any]       						=  {'''gzip''': gz_file, '''xz''': xz_file, '''zstd''': zstd_file, '''bz2''': bza_file, '''lz4''': lza_file}
		snake_case__						:       int       						=  input_paths[compression_fs_class.protocol]
		if input_path is None:
				snake_case__						:       Union[str, Any]       						=  F"""for '{compression_fs_class.protocol}' compression protocol, """
				if compression_fs_class.protocol == "lz4":
						reason += require_lza.kwargs["reason"]
				elif compression_fs_class.protocol == "zstd":
						reason += require_zstandard.kwargs["reason"]
				pytest.skip(__lowerCAmelCase     )
		snake_case__						:       Optional[int]       						=  fsspec.filesystem(compression_fs_class.protocol   ,							fo=__lowerCAmelCase     )
		assert isinstance(__lowerCAmelCase   ,							__lowerCAmelCase     )
		snake_case__						:       Tuple       						=  os.path.basename(__lowerCAmelCase     )
		snake_case__						:       str       						=  expected_filename[: expected_filename.rindex('''.'''     )]
		assert fs.glob('''*'''     ) == [expected_filename]
		with fs.open(__lowerCAmelCase   ,							'''r'''   ,							encoding='''utf-8'''     ) as f, open(__lowerCAmelCase   ,							encoding='''utf-8'''     ) as expected_file:
				assert f.read() == expected_file.read()




@pytest.mark.parametrize('''protocol'''   ,							['''zip''', '''gzip''']     )
def 	_a       (				__lowerCAmelCase		:      Union[str, Any]   ,							__lowerCAmelCase		:      Optional[int]   ,							__lowerCAmelCase		:      int     ):

		"""simple docstring"""

		snake_case__						:       Tuple       						=  {'''zip''': zip_jsonl_path, '''gzip''': jsonl_gz_path}
		snake_case__						:       Any       						=  compressed_file_paths[protocol]
		snake_case__						:       str       						=  '''dataset.jsonl'''
		snake_case__						:       List[str]       						=  F"""{protocol}://{member_file_path}::{compressed_file_path}"""
		snake_case__						:       List[Any]       						=  fsspec.get_fs_token_paths(__lowerCAmelCase     )
		assert fs.isfile(__lowerCAmelCase     )
		assert not fs.isfile('''non_existing_''' + member_file_path     )




@pytest.mark.integration
def 	_a       (				__lowerCAmelCase		:      Dict   ,							__lowerCAmelCase		:      Dict   ,							__lowerCAmelCase		:      int   ,							__lowerCAmelCase		:      Optional[int]     ):

		"""simple docstring"""

		snake_case__						:       Any       						=  hf_api.dataset_info(__lowerCAmelCase   ,							token=__lowerCAmelCase     )
		snake_case__						:       Optional[int]       						=  HfFileSystem(repo_info=__lowerCAmelCase   ,							token=__lowerCAmelCase     )
		assert sorted(hffs.glob('''*'''     )     ) == [".gitattributes", "data"]
		assert hffs.isdir('''data'''     )
		assert hffs.isfile('''.gitattributes'''     ) and hffs.isfile('''data/text_data.txt'''     )
		with open(__lowerCAmelCase     ) as f:
				assert hffs.open('''data/text_data.txt'''   ,							'''r'''     ).read() == f.read()





def 	_a       (				):

		"""simple docstring"""

		snake_case__						:       Optional[Any]       						=  '''bz2'''

		# Import module
		import datasets.filesystems

		# Overwrite protocol and reload
		register_implementation(__lowerCAmelCase   ,							__lowerCAmelCase   ,							clobber=__lowerCAmelCase     )
		with pytest.warns(__lowerCAmelCase     ) as warning_info:
				importlib.reload(datasets.filesystems     )

		assert len(__lowerCAmelCase     ) == 1
		assert (
		    str(warning_info[0].message     )
		    == F"""A filesystem protocol was already set for {protocol} and will be overwritten."""
		)






'''simple docstring'''


import unittest

from diffusers import FlaxAutoencoderKL
from diffusers.utils import is_flax_available
from diffusers.utils.testing_utils import require_flax

from .test_modeling_common_flax import FlaxModelTesterMixin


if is_flax_available():
					import jax




@require_flax
class     a			(				SCREAMING_SNAKE_CASE			,			unittest.TestCase       ):






						"""simple docstring"""




						__UpperCAmelCase			     =    FlaxAutoencoderKL







						@property
						def       __magic_name__							(							self					:      str  ):



								'''simple docstring'''



								snake_case__						:       Any       						=  4
								snake_case__						:       Optional[Any]       						=  3
								snake_case__						:       Optional[int]       						=  (3_2, 3_2)

								snake_case__						:       Optional[int]       						=  jax.random.PRNGKey(0  )
								snake_case__						:       Union[str, Any]       						=  jax.random.uniform(snake_case_			,			((batch_size, num_channels) + sizes)  )

								return {"sample": image, "prng_key": prng_key}







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



								'''simple docstring'''



								snake_case__						:       Any       						=  {
								    '''block_out_channels''': [3_2, 6_4],
								    '''in_channels''': 3,
								    '''out_channels''': 3,
								    '''down_block_types''': ['''DownEncoderBlock2D''', '''DownEncoderBlock2D'''],
								    '''up_block_types''': ['''UpDecoderBlock2D''', '''UpDecoderBlock2D'''],
								    '''latent_channels''': 4,
								}
								snake_case__						:       Dict       						=  self.dummy_input
								return init_dict, inputs_dict



