"""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,
)


lowerCAmelCase__						:						Any		  =			pytest.mark.integration



@pytest.mark.parametrize('path'      ,    ['paws', 'csv'] )
def 						a_		(      lowerCamelCase      ,    lowerCamelCase ):
				inspect_dataset(lowerCamelCase      ,    lowerCamelCase )
				UpperCAmelCase__    =							path + '.py'
				assert script_name in os.listdir(lowerCamelCase )
				assert "__pycache__" not in os.listdir(lowerCamelCase )



@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 						a_		(      lowerCamelCase      ,    lowerCamelCase ):
				inspect_metric(lowerCamelCase      ,    lowerCamelCase )
				UpperCAmelCase__    =							path + '.py'
				assert script_name in os.listdir(lowerCamelCase )
				assert "__pycache__" not in os.listdir(lowerCamelCase )



@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 						a_		(      lowerCamelCase      ,    lowerCamelCase      ,    lowerCamelCase ):
				UpperCAmelCase__    =							get_dataset_config_info(lowerCamelCase      ,    config_name=lowerCamelCase )
				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 						a_		(      lowerCamelCase      ,    lowerCamelCase      ,    lowerCamelCase ):
				with pytest.raises(lowerCamelCase ):
								get_dataset_config_info(lowerCamelCase      ,    config_name=lowerCamelCase )



@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 						a_		(      lowerCamelCase      ,    lowerCamelCase ):
				UpperCAmelCase__    =							get_dataset_config_names(lowerCamelCase )
				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 						a_		(      lowerCamelCase      ,    lowerCamelCase      ,    lowerCamelCase ):
				UpperCAmelCase__    =							get_dataset_infos(lowerCamelCase )
				assert list(infos.keys() ) == expected_configs
				UpperCAmelCase__    =							expected_configs[0]
				assert expected_config in infos
				UpperCAmelCase__    =							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 						a_		(      lowerCamelCase      ,    lowerCamelCase      ,    lowerCamelCase ):
				UpperCAmelCase__    =							get_dataset_infos(lowerCamelCase )
				assert expected_config in infos
				UpperCAmelCase__    =							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 						a_		(      lowerCamelCase      ,    lowerCamelCase      ,    lowerCamelCase ):
				with pytest.raises(lowerCamelCase ):
								get_dataset_split_names(lowerCamelCase      ,    config_name=lowerCamelCase )


"""simple docstring"""






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


lowerCAmelCase__						:						Any		  =			logging.get_logger(__name__)

lowerCAmelCase__						:						str		  =			{'ctrl': 'https://huggingface.co/ctrl/resolve/main/config.json'}
class        snake_case (				__UpperCAmelCase       ):




					"""simple docstring"""

					snake_case__       					=				"ctrl"
					snake_case__       					=				["past_key_values"]
					snake_case__       					=				{
					    "max_position_embeddings": "n_positions",
					    "hidden_size": "n_embd",
					    "num_attention_heads": "n_head",
					    "num_hidden_layers": "n_layer",
					}







					def __init__(       self     :			Any					,lowerCamelCase__     :			str=246_534					,lowerCamelCase__     :			List[str]=256					,lowerCamelCase__     :			Optional[int]=1_280					,lowerCamelCase__     :			Any=8_192					,lowerCamelCase__     :			int=48					,lowerCamelCase__     :			Optional[Any]=16					,lowerCamelCase__     :			Union[str, Any]=0.1					,lowerCamelCase__     :			Dict=0.1					,lowerCamelCase__     :			List[str]=1e-6					,lowerCamelCase__     :			List[str]=0.0_2					,lowerCamelCase__     :			Tuple=True					,**lowerCamelCase__     :			Optional[Any]					,):
									UpperCAmelCase__    =							vocab_size
									UpperCAmelCase__    =							n_positions
									UpperCAmelCase__    =							n_embd
									UpperCAmelCase__    =							n_layer
									UpperCAmelCase__    =							n_head
									UpperCAmelCase__    =							dff
									UpperCAmelCase__    =							resid_pdrop
									UpperCAmelCase__    =							embd_pdrop
									UpperCAmelCase__    =							layer_norm_epsilon
									UpperCAmelCase__    =							initializer_range

									UpperCAmelCase__    =							use_cache

									super().__init__(**lowerCamelCase__    )



