




'''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 				_snake_case	(			lowercase_							):
			lowerCAmelCase_  :   Optional[Any]		 =					"mock"




			def __init__(      self       ,							*a__       ,							a__       ,							**a__							)       ->       Optional[Any]:

										'''simple docstring'''




										super().__init__()
										snake_case_			      =   LocalFileSystem(*a__       ,							**a__							)
										snake_case_			      =   Path(a__							).resolve().as_posix() + "/"




			def      lowerCAmelCase__       (      self       ,							a__       ,							*a__       ,							**a__							)       ->       List[str]:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.mkdir(a__       ,							*a__       ,							**a__							)




			def      lowerCAmelCase__       (      self       ,							a__       ,							*a__       ,							**a__							)       ->       List[Any]:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.makedirs(a__       ,							*a__       ,							**a__							)




			def      lowerCAmelCase__       (      self       ,							a__							)       ->       List[Any]:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.rmdir(a__							)




			def      lowerCAmelCase__       (      self       ,							a__       ,							a__=True       ,							*a__       ,							**a__							)       ->       Tuple:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										snake_case_			      =   self._fs.ls(a__       ,							detail=a__       ,							*a__       ,							**a__							)
										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      lowerCAmelCase__       (      self       ,							a__       ,							*a__       ,							**a__							)       ->       List[str]:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										snake_case_			      =   dict(self._fs.info(a__       ,							*a__       ,							**a__							)							)
										snake_case_			      =   out["name"][len(self.local_root_dir							) :]
										return out




			def      lowerCAmelCase__       (      self       ,							a__       ,							a__       ,							*a__       ,							**a__							)       ->       str:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.cp_file(a__       ,							a__       ,							*a__       ,							**a__							)




			def      lowerCAmelCase__       (      self       ,							a__       ,							*a__       ,							**a__							)       ->       Any:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.rm_file(a__       ,							*a__       ,							**a__							)




			def      lowerCAmelCase__       (      self       ,							a__       ,							*a__       ,							**a__							)       ->       Union[str, Any]:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.rm(a__       ,							*a__       ,							**a__							)




			def      lowerCAmelCase__       (      self       ,							a__       ,							*a__       ,							**a__							)       ->       Dict:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs._open(a__       ,							*a__       ,							**a__							)




			def      lowerCAmelCase__       (      self       ,							a__							)       ->       List[Any]:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.created(a__							)




			def      lowerCAmelCase__       (      self       ,							a__							)       ->       str:

										'''simple docstring'''




										snake_case_			      =   posixpath.join(self.local_root_dir       ,							self._strip_protocol(a__							)							)
										return self._fs.modified(a__							)




			@classmethod
			def      lowerCAmelCase__       (      cls       ,							a__							)       ->       List[Any]:

										'''simple docstring'''




										snake_case_			      =   stringify_path(a__							)
										if path.startswith("mock://"							):
																	snake_case_			      =   path[7:]
										return path




class 				_snake_case	(			lowercase_							):
			lowerCAmelCase_  :   Optional[Any]		 =					"tmp"
			lowerCAmelCase_  :   Tuple		 =					None




			def __init__(      self       ,							*a__       ,							**a__							)       ->       Any:

										'''simple docstring'''




										assert self.tmp_dir is not None, "TmpDirFileSystem.tmp_dir is not set"
										super().__init__(*a__       ,							**a__       ,							local_root_dir=self.tmp_dir       ,							auto_mkdir=a__							)




			@classmethod
			def      lowerCAmelCase__       (      cls       ,							a__							)       ->       str:

										'''simple docstring'''




										snake_case_			      =   stringify_path(a__							)
										if path.startswith("tmp://"							):
																	snake_case_			      =   path[6:]
										return path


@pytest.fixture
def   UpperCamelCase_(			):

							'''simple docstring'''






							snake_case_			      =   MockFileSystem
							snake_case_			      =   TmpDirFileSystem
							yield
							del _fsspec_registry["mock"]
							del _fsspec_registry["tmp"]


@pytest.fixture
def   UpperCamelCase_(			snake_case							: Any							,       snake_case							: str  ):

							'''simple docstring'''






							snake_case_			      =   tmp_path_factory.mktemp("mockfs"  )
							return MockFileSystem(local_root_dir=snake_case							,       auto_mkdir=snake_case  )




@pytest.fixture
def   UpperCamelCase_(			snake_case							: List[Any]							,       snake_case							: Dict  ):

							'''simple docstring'''






							snake_case_			      =   tmp_path_factory.mktemp("tmpfs"  )
							with patch.object(snake_case							,       "tmp_dir"							,       snake_case  ):
														yield TmpDirFileSystem()










'''simple docstring'''





import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device


if is_torch_available():
		import torch

		from transformers import CamembertModel




@require_torch
@require_sentencepiece
@require_tokenizers
class 				_snake_case	(			unittest.TestCase							):




			@slow
			def      lowerCAmelCase__       (      self							)       ->       List[Any]:

										'''simple docstring'''




										snake_case_			      =   CamembertModel.from_pretrained("camembert-base"							)
										model.to(a__							)

										snake_case_			      =   torch.tensor(
										    [[5, 121, 11, 660, 16, 730, 25_543, 110, 83, 6]]       ,							device=a__       ,							dtype=torch.long       ,							)  # J'aime le camembert !
										with torch.no_grad():
																	snake_case_			      =   model(a__							)["last_hidden_state"]
										snake_case_			      =   torch.Size((1, 10, 768)							)
										self.assertEqual(output.shape       ,							a__							)
										# compare the actual values for a slice.
										snake_case_			      =   torch.tensor(
										    [[[-0.0_2_5_4, 0.0_2_3_5, 0.1_0_2_7], [0.0_6_0_6, -0.1_8_1_1, -0.0_4_1_8], [-0.1_5_6_1, -0.1_1_2_7, 0.2_6_8_7]]]       ,							device=a__       ,							dtype=torch.float       ,							)
										# camembert = torch.hub.load('pytorch/fairseq', 'camembert.v0')
										# camembert.eval()
										# expected_slice = roberta.model.forward(input_ids)[0][:, :3, :3].detach()

										self.assertTrue(torch.allclose(output[:, :3, :3]       ,							a__       ,							atol=1e-4							)							)




