


'''simple docstring'''







import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


A__:    Union[str, Any]					    =       pytest.mark.integration


@pytest.mark.parametrize("""path"""    ,["""paws""", """csv"""]  )
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	List[str]    ,_UpperCAmelCase	:	Tuple  )  ->			Optional[int]:
       inspect_dataset(_UpperCAmelCase    ,_UpperCAmelCase  )
       _a    : Any     					=path + """.py"""
       assert script_name in os.listdir(_UpperCAmelCase  )
       assert "__pycache__" not in os.listdir(_UpperCAmelCase  )


@pytest.mark.filterwarnings("""ignore:inspect_metric is deprecated:FutureWarning"""  )
@pytest.mark.filterwarnings("""ignore:metric_module_factory is deprecated:FutureWarning"""  )
@pytest.mark.parametrize("""path"""    ,["""accuracy"""]  )
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	Dict    ,_UpperCAmelCase	:	Optional[Any]  )  ->			Union[str, Any]:
       inspect_metric(_UpperCAmelCase    ,_UpperCAmelCase  )
       _a    : List[Any]     					=path + """.py"""
       assert script_name in os.listdir(_UpperCAmelCase  )
       assert "__pycache__" not in os.listdir(_UpperCAmelCase  )


@pytest.mark.parametrize(
    """path, config_name, expected_splits"""    ,[
        ("""squad""", """plain_text""", ["""train""", """validation"""]),
        ("""dalle-mini/wit""", """dalle-mini--wit""", ["""train"""]),
        ("""paws""", """labeled_final""", ["""train""", """test""", """validation"""]),
    ]    ,)
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	int    ,_UpperCAmelCase	:	Union[str, Any]    ,_UpperCAmelCase	:	Optional[Any]  )  ->			str:
       _a    : str     					=get_dataset_config_info(_UpperCAmelCase    ,config_name=_UpperCAmelCase  )
       assert info.config_name == config_name
       assert list(info.splits.keys()  ) == expected_splits


@pytest.mark.parametrize(
    """path, config_name, expected_exception"""    ,[
        ("""paws""", None, ValueError),
    ]    ,)
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	List[str]    ,_UpperCAmelCase	:	List[str]    ,_UpperCAmelCase	:	Optional[Any]  )  ->			Tuple:
       with pytest.raises(_UpperCAmelCase  ):
              get_dataset_config_info(_UpperCAmelCase    ,config_name=_UpperCAmelCase  )


@pytest.mark.parametrize(
    """path, expected"""    ,[
        ("""squad""", """plain_text"""),
        ("""acronym_identification""", """default"""),
        ("""lhoestq/squad""", """plain_text"""),
        ("""lhoestq/test""", """default"""),
        ("""lhoestq/demo1""", """lhoestq--demo1"""),
        ("""dalle-mini/wit""", """dalle-mini--wit"""),
    ]    ,)
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	Dict    ,_UpperCAmelCase	:	Tuple  )  ->			str:
       _a    : Optional[Any]     					=get_dataset_config_names(_UpperCAmelCase  )
       assert expected in config_names


@pytest.mark.parametrize(
    """path, expected_configs, expected_splits_in_first_config"""    ,[
        ("""squad""", ["""plain_text"""], ["""train""", """validation"""]),
        ("""dalle-mini/wit""", ["""dalle-mini--wit"""], ["""train"""]),
        ("""paws""", ["""labeled_final""", """labeled_swap""", """unlabeled_final"""], ["""train""", """test""", """validation"""]),
    ]    ,)
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	Dict    ,_UpperCAmelCase	:	List[str]    ,_UpperCAmelCase	:	Any  )  ->			Optional[int]:
       _a    : Union[str, Any]     					=get_dataset_infos(_UpperCAmelCase  )
       assert list(infos.keys()  ) == expected_configs
       _a    : Tuple     					=expected_configs[0]
       assert expected_config in infos
       _a    : str     					=infos[expected_config]
       assert info.config_name == expected_config
       assert list(info.splits.keys()  ) == expected_splits_in_first_config


@pytest.mark.parametrize(
    """path, expected_config, expected_splits"""    ,[
        ("""squad""", """plain_text""", ["""train""", """validation"""]),
        ("""dalle-mini/wit""", """dalle-mini--wit""", ["""train"""]),
        ("""paws""", """labeled_final""", ["""train""", """test""", """validation"""]),
    ]    ,)
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	List[str]    ,_UpperCAmelCase	:	List[Any]    ,_UpperCAmelCase	:	Dict  )  ->			Optional[int]:
       _a    : Dict     					=get_dataset_infos(_UpperCAmelCase  )
       assert expected_config in infos
       _a    : Union[str, Any]     					=infos[expected_config]
       assert info.config_name == expected_config
       assert list(info.splits.keys()  ) == expected_splits


@pytest.mark.parametrize(
    """path, config_name, expected_exception"""    ,[
        ("""paws""", None, ValueError),
    ]    ,)
def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	List[str]    ,_UpperCAmelCase	:	List[str]    ,_UpperCAmelCase	:	List[str]  )  ->			Any:
       with pytest.raises(_UpperCAmelCase  ):
              get_dataset_split_names(_UpperCAmelCase    ,config_name=_UpperCAmelCase  )






'''simple docstring'''







from ...configuration_utils import PretrainedConfig
from ...utils import logging


A__:    Dict					    =       logging.get_logger(__name__)

A__:    Tuple					    =       {
    '''weiweishi/roc-bert-base-zh''': '''https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json''',
}







class A__       (						UpperCAmelCase__      ):
      __UpperCamelCase       :  Tuple	       =							"roc_bert"






      def __init__( self			:Optional[int]     ,						SCREAMING_SNAKE_CASE			:Tuple=3_0_5_2_2     ,						SCREAMING_SNAKE_CASE			:List[str]=7_6_8     ,						SCREAMING_SNAKE_CASE			:Dict=1_2     ,						SCREAMING_SNAKE_CASE			:List[str]=1_2     ,						SCREAMING_SNAKE_CASE			:Tuple=3_0_7_2     ,						SCREAMING_SNAKE_CASE			:List[Any]="gelu"     ,						SCREAMING_SNAKE_CASE			:Union[str, Any]=0.1     ,						SCREAMING_SNAKE_CASE			:List[Any]=0.1     ,						SCREAMING_SNAKE_CASE			:int=5_1_2     ,						SCREAMING_SNAKE_CASE			:Optional[Any]=2     ,						SCREAMING_SNAKE_CASE			:Union[str, Any]=0.02     ,						SCREAMING_SNAKE_CASE			:Optional[Any]=1e-12     ,						SCREAMING_SNAKE_CASE			:Any=True     ,						SCREAMING_SNAKE_CASE			:List[Any]=0     ,						SCREAMING_SNAKE_CASE			:Optional[int]="absolute"     ,						SCREAMING_SNAKE_CASE			:Union[str, Any]=None     ,						SCREAMING_SNAKE_CASE			:List[Any]=True     ,						SCREAMING_SNAKE_CASE			:int=True     ,						SCREAMING_SNAKE_CASE			:Optional[int]=7_6_8     ,						SCREAMING_SNAKE_CASE			:Optional[Any]=9_1_0     ,						SCREAMING_SNAKE_CASE			:Union[str, Any]=5_1_2     ,						SCREAMING_SNAKE_CASE			:str=2_4_8_5_8     ,						SCREAMING_SNAKE_CASE			:List[Any]=True     ,						**SCREAMING_SNAKE_CASE			:Tuple     ,						)       ->					Optional[int]:




             '''simple docstring'''
             _a    : List[str]     					=vocab_size
             _a    : List[str]     					=max_position_embeddings
             _a    : Optional[Any]     					=hidden_size
             _a    : List[Any]     					=num_hidden_layers
             _a    : List[str]     					=num_attention_heads
             _a    : int     					=intermediate_size
             _a    : Any     					=hidden_act
             _a    : Dict     					=hidden_dropout_prob
             _a    : int     					=attention_probs_dropout_prob
             _a    : str     					=initializer_range
             _a    : Optional[int]     					=type_vocab_size
             _a    : Any     					=layer_norm_eps
             _a    : Any     					=use_cache
             _a    : Optional[int]     					=enable_pronunciation
             _a    : Optional[Any]     					=enable_shape
             _a    : Optional[Any]     					=pronunciation_embed_dim
             _a    : Tuple     					=pronunciation_vocab_size
             _a    : Union[str, Any]     					=shape_embed_dim
             _a    : Any     					=shape_vocab_size
             _a    : Tuple     					=concat_input
             _a    : List[str]     					=position_embedding_type
             _a    : List[str]     					=classifier_dropout
             super().__init__(pad_token_id=SCREAMING_SNAKE_CASE     ,						**SCREAMING_SNAKE_CASE	)


