import os
from pathlib import Path
from unittest.mock import patch

import pytest
import zstandard as zstd

from datasets.download.download_config import DownloadConfig
from datasets.utils.file_utils import (
    OfflineModeIsEnabled,
    cached_path,
    fsspec_get,
    fsspec_head,
    ftp_get,
    ftp_head,
    get_from_cache,
    http_get,
    http_head,
)


lowerCAmelCase__     						=			'\\n    Text data.\n    Second line of data.'

lowerCAmelCase__     						=			'file'






@pytest.fixture(scope='session'     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / (FILE_PATH + '.zstd')
       lowerCAmelCase__					     = bytes(lowerCAmelCase__     ,  'utf-8'     )
       with zstd.open(lowerCAmelCase__     ,  'wb'     ) as f:
              f.write(lowerCAmelCase__     )
       return path






@pytest.fixture
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       with open(os.path.join(tmpfs.local_root_dir     ,  lowerCAmelCase__     )     ,  'w'     ) as f:
              f.write(lowerCAmelCase__     )
       return FILE_PATH






@pytest.mark.parametrize('compression_format'     ,  ['gzip', 'xz', 'zstd']     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ):
       lowerCAmelCase__					     = {'gzip': gz_file, 'xz': xz_file, 'zstd': zstd_path}
       lowerCAmelCase__					     = input_paths[compression_format]
       lowerCAmelCase__					     = tmp_path / 'cache'
       lowerCAmelCase__					     = DownloadConfig(cache_dir=lowerCAmelCase__     ,  extract_compressed_file=lowerCAmelCase__     )
       lowerCAmelCase__					     = cached_path(lowerCAmelCase__     ,  download_config=lowerCAmelCase__     )
       with open(lowerCAmelCase__     ) as f:
              lowerCAmelCase__					     = f.read()
       with open(lowerCAmelCase__     ) as f:
              lowerCAmelCase__					     = f.read()
       assert extracted_file_content == expected_file_content






@pytest.mark.parametrize('default_extracted'     ,  [True, False]     )
@pytest.mark.parametrize('default_cache_dir'     ,  [True, False]     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ):
       lowerCAmelCase__					     = 'custom_cache'
       lowerCAmelCase__					     = 'custom_extracted_dir'
       lowerCAmelCase__					     = tmp_path / 'custom_extracted_path'
       if default_extracted:
              lowerCAmelCase__					     = ('downloads' if default_cache_dir else custom_cache_dir, 'extracted')
       else:
              monkeypatch.setattr('datasets.config.EXTRACTED_DATASETS_DIR'     ,  lowerCAmelCase__     )
              monkeypatch.setattr('datasets.config.EXTRACTED_DATASETS_PATH'     ,  str(lowerCAmelCase__     )     )
              lowerCAmelCase__					     = custom_extracted_path.parts[-2:] if default_cache_dir else (custom_cache_dir, custom_extracted_dir)

       lowerCAmelCase__					     = xz_file
       lowerCAmelCase__					     = (
           DownloadConfig(extract_compressed_file=lowerCAmelCase__     )
           if default_cache_dir
           else DownloadConfig(cache_dir=tmp_path / custom_cache_dir     ,  extract_compressed_file=lowerCAmelCase__     )
       )
       lowerCAmelCase__					     = cached_path(lowerCAmelCase__     ,  download_config=lowerCAmelCase__     )
       assert Path(lowerCAmelCase__     ).parent.parts[-2:] == expected






def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       # absolute path
       lowerCAmelCase__					     = str(Path(lowerCAmelCase__     ).resolve()     )
       assert cached_path(lowerCAmelCase__     ) == text_file
       # relative path
       lowerCAmelCase__					     = str(Path(lowerCAmelCase__     ).resolve().relative_to(Path(os.getcwd()     )     )     )
       assert cached_path(lowerCAmelCase__     ) == text_file






def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       # absolute path
       lowerCAmelCase__					     = str(tmp_path.resolve() / '__missing_file__.txt'     )
       with pytest.raises(lowerCAmelCase__     ):
              cached_path(lowerCAmelCase__     )
       # relative path
       lowerCAmelCase__					     = './__missing_file__.txt'
       with pytest.raises(lowerCAmelCase__     ):
              cached_path(lowerCAmelCase__     )






def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = get_from_cache(F"""tmp://{tmpfs_file}"""     )
       with open(lowerCAmelCase__     ) as f:
              lowerCAmelCase__					     = f.read()
       assert output_file_content == FILE_CONTENT






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						):
       with pytest.raises(lowerCAmelCase__     ):
              cached_path('https://huggingface.co'     )






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / 'file.html'
       with pytest.raises(lowerCAmelCase__     ):
              http_get('https://huggingface.co'     ,  temp_file=lowerCAmelCase__     )
       with pytest.raises(lowerCAmelCase__     ):
              http_head('https://huggingface.co'     )






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / 'file.html'
       with pytest.raises(lowerCAmelCase__     ):
              ftp_get('ftp://huggingface.co'     ,  temp_file=lowerCAmelCase__     )
       with pytest.raises(lowerCAmelCase__     ):
              ftp_head('ftp://huggingface.co'     )






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / 'file.html'
       with pytest.raises(lowerCAmelCase__     ):
              fsspec_get('s3://huggingface.co'     ,  temp_file=lowerCAmelCase__     )
       with pytest.raises(lowerCAmelCase__     ):
              fsspec_head('s3://huggingface.co'     )

from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowerCAmelCase__     						=			logging.get_logger(__name__)

lowerCAmelCase__     						=			{
    'facebook/xlm-roberta-xl': 'https://huggingface.co/facebook/xlm-roberta-xl/resolve/main/config.json',
    'facebook/xlm-roberta-xxl': 'https://huggingface.co/facebook/xlm-roberta-xxl/resolve/main/config.json',
    # See all XLM-RoBERTa-XL models at https://huggingface.co/models?filter=xlm-roberta-xl
}
class     a_			(						SCREAMING_SNAKE_CASE						):






 '''simple docstring'''






 UpperCAmelCase_     			= 'xlm-roberta-xl'




 def __init__(      self :  int      ,   lowercase__ :  Optional[int]=250_880      ,   lowercase__ :  Union[str, Any]=2_560      ,   lowercase__ :  int=36      ,   lowercase__ :  int=32      ,   lowercase__ :  List[Any]=10_240      ,   lowercase__ :  Union[str, Any]="gelu"      ,   lowercase__ :  Dict=0.1      ,   lowercase__ :  Any=0.1      ,   lowercase__ :  Any=514      ,   lowercase__ :  Optional[int]=1      ,   lowercase__ :  Any=0.02      ,   lowercase__ :  List[str]=1e-05      ,   lowercase__ :  Dict=1      ,   lowercase__ :  Union[str, Any]=0      ,   lowercase__ :  Dict=2      ,   lowercase__ :  str="absolute"      ,   lowercase__ :  Dict=True      ,   lowercase__ :  List[Any]=None      ,   **lowercase__ :  Optional[Any]      ,   ):







        '''simple docstring'''



        super().__init__(pad_token_id=lowercase__      ,   bos_token_id=lowercase__      ,   eos_token_id=lowercase__      ,   **lowercase__)
        lowerCAmelCase__					     = vocab_size
        lowerCAmelCase__					     = hidden_size
        lowerCAmelCase__					     = num_hidden_layers
        lowerCAmelCase__					     = num_attention_heads
        lowerCAmelCase__					     = hidden_act
        lowerCAmelCase__					     = intermediate_size
        lowerCAmelCase__					     = hidden_dropout_prob
        lowerCAmelCase__					     = attention_probs_dropout_prob
        lowerCAmelCase__					     = max_position_embeddings
        lowerCAmelCase__					     = type_vocab_size
        lowerCAmelCase__					     = initializer_range
        lowerCAmelCase__					     = layer_norm_eps
        lowerCAmelCase__					     = position_embedding_type
        lowerCAmelCase__					     = use_cache
        lowerCAmelCase__					     = classifier_dropout






class     a_			(						SCREAMING_SNAKE_CASE						):






 '''simple docstring'''






 @property
 def 		__snake_case						(      self :  int):







        '''simple docstring'''



        if self.task == "multiple-choice":
               lowerCAmelCase__					     = {0: 'batch', 1: 'choice', 2: 'sequence'}
        else:
               lowerCAmelCase__					     = {0: 'batch', 1: 'sequence'}
        return OrderedDict(
            [
                ('input_ids', dynamic_axis),
                ('attention_mask', dynamic_axis),
            ])
