



'''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				:    int     						=pytest.mark.integration







@pytest.mark.parametrize('path',				['paws', 'csv']					)
def 						__UpperCamelCase				(							_lowercase,				_lowercase					) ->			Dict:
 inspect_dataset(_lowercase,				_lowercase					)
 _lowercase					:       Any       =		path + '.py'
 assert script_name in os.listdir(_lowercase					)
 assert "__pycache__" not in os.listdir(_lowercase					)







@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 						__UpperCamelCase				(							_lowercase,				_lowercase					) ->			Tuple:
 inspect_metric(_lowercase,				_lowercase					)
 _lowercase					:       List[Any]       =		path + '.py'
 assert script_name in os.listdir(_lowercase					)
 assert "__pycache__" not in os.listdir(_lowercase					)







@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 						__UpperCamelCase				(							_lowercase,				_lowercase,				_lowercase					) ->			Dict:
 _lowercase					:       Any       =		get_dataset_config_info(_lowercase,				config_name=_lowercase					)
 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 						__UpperCamelCase				(							_lowercase,				_lowercase,				_lowercase					) ->			List[str]:
 with pytest.raises(_lowercase					):
  get_dataset_config_info(_lowercase,				config_name=_lowercase					)







@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 						__UpperCamelCase				(							_lowercase,				_lowercase					) ->			Union[str, Any]:
 _lowercase					:       Tuple       =		get_dataset_config_names(_lowercase					)
 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 						__UpperCamelCase				(							_lowercase,				_lowercase,				_lowercase					) ->			Optional[int]:
 _lowercase					:       List[str]       =		get_dataset_infos(_lowercase					)
 assert list(infos.keys()					) == expected_configs
 _lowercase					:       Tuple       =		expected_configs[0]
 assert expected_config in infos
 _lowercase					:       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 						__UpperCamelCase				(							_lowercase,				_lowercase,				_lowercase					) ->			Any:
 _lowercase					:       Any       =		get_dataset_infos(_lowercase					)
 assert expected_config in infos
 _lowercase					:       Optional[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 						__UpperCamelCase				(							_lowercase,				_lowercase,				_lowercase					) ->			Optional[int]:
 with pytest.raises(_lowercase					):
  get_dataset_split_names(_lowercase,				config_name=_lowercase					)





'''simple docstring'''

import argparse
from collections import defaultdict







def 						__UpperCamelCase				(							_lowercase,				_lowercase,				_lowercase,				_lowercase,				_lowercase					) ->			int:
	_lowercase					:       Optional[int]       =		f'''{file}_{class_name}_{test_name}'''
	done_test[_id] += 1

	with open(_lowercase,				'r'					) as f:
		_lowercase					:       Optional[int]       =		f.readlines()

	_lowercase					:       Dict       =		f'''class {class_name}('''
	_lowercase					:       List[Any]       =		f'''{4 * " "}def {test_name}('''
	_lowercase					:       List[str]       =		f'''{8 * " "}{correct_line.split()[0]}'''
	_lowercase					:       List[str]       =		f'''{16 * " "}{correct_line.split()[0]}'''
	_lowercase					:       Dict       =		False
	_lowercase					:       str       =		False
	_lowercase					:       List[Any]       =		False
	_lowercase					:       Union[str, Any]       =		False
	_lowercase					:       Any       =		0
	_lowercase					:       Tuple       =		0

	_lowercase					:       Optional[int]       =		[]
	for line in lines:
		if line.startswith(_lowercase					):
			_lowercase					:       int       =		True
		elif in_class and line.startswith(_lowercase					):
			_lowercase					:       List[Any]       =		True
		elif in_class and in_func and (line.startswith(_lowercase					) or line.startswith(_lowercase					)):
			_lowercase					:       str       =		len(line.split(correct_line.split()[0]					)[0]					)
			count += 1

			if count == done_test[_id]:
				_lowercase					:       List[Any]       =		True

		if in_class and in_func and in_line:
			if ")" not in line:
				continue
			else:
				_lowercase					:       Any       =		True

		if in_class and in_func and in_line and insert_line:
			new_lines.append(f'''{spaces * " "}{correct_line}'''					)
			_lowercase					:       Any       =		False
		else:
			new_lines.append(_lowercase					)

	with open(_lowercase,				'w'					) as f:
		for line in new_lines:
			f.write(_lowercase					)







def 						__UpperCamelCase				(							_lowercase,				_lowercase=None					) ->			Optional[Any]:
	if fail is not None:
		with open(_lowercase,				'r'					) as f:
			_lowercase					:       Any       =		{l.strip() for l in f.readlines()}
	else:
		_lowercase					:       str       =		None

	with open(_lowercase,				'r'					) as f:
		_lowercase					:       str       =		f.readlines()

	_lowercase					:       Union[str, Any]       =		defaultdict(_lowercase					)
	for line in correct_lines:
		_lowercase  ,    _lowercase  ,    _lowercase  ,    _lowercase					:       Union[str, Any]       =		line.split(';'					)
		if test_failures is None or "::".join([file, class_name, test_name]					) in test_failures:
			overwrite_file(_lowercase,				_lowercase,				_lowercase,				_lowercase,				_lowercase					)


if __name__ == "__main__":
		_A				:    str     						=argparse.ArgumentParser()
		parser.add_argument('''--correct_filename''', help='''filename of tests with expected result''')
		parser.add_argument('''--fail_filename''', help='''filename of test failures''', type=str, default=None)
		_A				:    Union[str, Any]     						=parser.parse_args()

		main(args.correct_filename, args.fail_filename)
