
'''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,
)


_lowercase :  Optional[int]    							=       pytest.mark.integration
@pytest.mark.parametrize('''path'''      ,      ['''paws''', '''csv''']							)
def 					snake_case_		(				__SCREAMING_SNAKE_CASE					: str      ,      __SCREAMING_SNAKE_CASE					: Any							):



						"""simple docstring"""





						inspect_dataset(__SCREAMING_SNAKE_CASE      ,      __SCREAMING_SNAKE_CASE							)
						lowercase_	:     Dict													=       path + '''.py'''
						assert script_name in os.listdir(__SCREAMING_SNAKE_CASE							)
						assert "__pycache__" not in os.listdir(__SCREAMING_SNAKE_CASE							)
@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 					snake_case_		(				__SCREAMING_SNAKE_CASE					: List[str]      ,      __SCREAMING_SNAKE_CASE					: Tuple							):



						"""simple docstring"""





						inspect_metric(__SCREAMING_SNAKE_CASE      ,      __SCREAMING_SNAKE_CASE							)
						lowercase_	:     str													=       path + '''.py'''
						assert script_name in os.listdir(__SCREAMING_SNAKE_CASE							)
						assert "__pycache__" not in os.listdir(__SCREAMING_SNAKE_CASE							)
@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 					snake_case_		(				__SCREAMING_SNAKE_CASE					: Optional[int]      ,      __SCREAMING_SNAKE_CASE					: List[str]      ,      __SCREAMING_SNAKE_CASE					: Union[str, Any]							):



						"""simple docstring"""





						lowercase_	:     Optional[int]													=       get_dataset_config_info(__SCREAMING_SNAKE_CASE      ,      config_name=__SCREAMING_SNAKE_CASE							)
						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 					snake_case_		(				__SCREAMING_SNAKE_CASE					: Optional[Any]      ,      __SCREAMING_SNAKE_CASE					: Optional[int]      ,      __SCREAMING_SNAKE_CASE					: Optional[int]							):



						"""simple docstring"""





						with pytest.raises(__SCREAMING_SNAKE_CASE							):
												get_dataset_config_info(__SCREAMING_SNAKE_CASE      ,      config_name=__SCREAMING_SNAKE_CASE							)
@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 					snake_case_		(				__SCREAMING_SNAKE_CASE					: List[str]      ,      __SCREAMING_SNAKE_CASE					: Optional[int]							):



						"""simple docstring"""





						lowercase_	:     Dict													=       get_dataset_config_names(__SCREAMING_SNAKE_CASE							)
						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 					snake_case_		(				__SCREAMING_SNAKE_CASE					: Tuple      ,      __SCREAMING_SNAKE_CASE					: List[Any]      ,      __SCREAMING_SNAKE_CASE					: List[str]							):



						"""simple docstring"""





						lowercase_	:     Union[str, Any]													=       get_dataset_infos(__SCREAMING_SNAKE_CASE							)
						assert list(infos.keys()							) == expected_configs
						lowercase_	:     List[Any]													=       expected_configs[0]
						assert expected_config in infos
						lowercase_	:     Tuple													=       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 					snake_case_		(				__SCREAMING_SNAKE_CASE					: Optional[int]      ,      __SCREAMING_SNAKE_CASE					: str      ,      __SCREAMING_SNAKE_CASE					: Tuple							):



						"""simple docstring"""





						lowercase_	:     Dict													=       get_dataset_infos(__SCREAMING_SNAKE_CASE							)
						assert expected_config in infos
						lowercase_	:     List[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 					snake_case_		(				__SCREAMING_SNAKE_CASE					: int      ,      __SCREAMING_SNAKE_CASE					: Optional[int]      ,      __SCREAMING_SNAKE_CASE					: Optional[int]							):



						"""simple docstring"""





						with pytest.raises(__SCREAMING_SNAKE_CASE							):
												get_dataset_split_names(__SCREAMING_SNAKE_CASE      ,      config_name=__SCREAMING_SNAKE_CASE							)





'''simple docstring'''







import json
import os
import tempfile

from transformers.testing_utils import check_json_file_has_correct_format






class  lowerCAmelCase__   :
					lowerCAmelCase_        =     None






					def 	_snake_case    (   self		):


											"""simple docstring"""





											lowercase_	:     Tuple													=       self.feature_extraction_class(**self.feat_extract_dict		)
											lowercase_	:     Any													=       json.loads(feat_extract.to_json_string()		)
											for key, value in self.feat_extract_dict.items():
																	self.assertEqual(obj[key]				,							__SCREAMING_SNAKE_CASE		)






					def 	_snake_case    (   self		):


											"""simple docstring"""





											lowercase_	:     str													=       self.feature_extraction_class(**self.feat_extract_dict		)

											with tempfile.TemporaryDirectory() as tmpdirname:
																	lowercase_	:     str													=       os.path.join(__SCREAMING_SNAKE_CASE				,							'''feat_extract.json'''		)
																	feat_extract_first.to_json_file(__SCREAMING_SNAKE_CASE		)
																	lowercase_	:     str													=       self.feature_extraction_class.from_json_file(__SCREAMING_SNAKE_CASE		)

											self.assertEqual(feat_extract_second.to_dict()				,							feat_extract_first.to_dict()		)






					def 	_snake_case    (   self		):


											"""simple docstring"""





											lowercase_	:     Tuple													=       self.feature_extraction_class(**self.feat_extract_dict		)

											with tempfile.TemporaryDirectory() as tmpdirname:
																	lowercase_	:     Union[str, Any]													=       feat_extract_first.save_pretrained(__SCREAMING_SNAKE_CASE		)[0]
																	check_json_file_has_correct_format(__SCREAMING_SNAKE_CASE		)
																	lowercase_	:     str													=       self.feature_extraction_class.from_pretrained(__SCREAMING_SNAKE_CASE		)

											self.assertEqual(feat_extract_second.to_dict()				,							feat_extract_first.to_dict()		)






					def 	_snake_case    (   self		):


											"""simple docstring"""





											lowercase_	:     Optional[Any]													=       self.feature_extraction_class()
											self.assertIsNotNone(__SCREAMING_SNAKE_CASE		)



