



"""simple docstring"""


import os
from collections import namedtuple

import pytest

from datasets import ClassLabel, Features, Sequence, Value
from datasets.commands.test import TestCommand
from datasets.info import DatasetInfo, DatasetInfosDict


snake_case_    					=	namedtuple(
    """_TestCommandArgs""",
    [
        """dataset""",
        """name""",
        """cache_dir""",
        """data_dir""",
        """all_configs""",
        """save_infos""",
        """ignore_verifications""",
        """force_redownload""",
        """clear_cache""",
    ],
    defaults=[None, None, None, False, False, False, False, False],
)

def 			_lowerCAmelCase				(       lowercase_		,     lowercase_						):
						return (abs(source - target						) / target) < 0.0_1






@pytest.mark.integration
def 			_lowerCAmelCase				(       lowercase_						):
						UpperCAmelCase					=			_TestCommandArgs(dataset=lowercase_		,     all_configs=lowercase_		,     save_infos=lowercase_						)
						UpperCAmelCase					=			TestCommand(*lowercase_						)
						test_command.run()
						UpperCAmelCase					=			os.path.join(lowercase_		,     'README.md'						)
						assert os.path.exists(lowercase_						)
						UpperCAmelCase					=			DatasetInfosDict.from_directory(lowercase_						)
						UpperCAmelCase					=			DatasetInfosDict(
						    {
						        'default': DatasetInfo(
						            features=Features(
						                {
						                    'tokens': Sequence(Value('string'						)						),
						                    'ner_tags': Sequence(
						                        ClassLabel(names=['O', 'B-PER', 'I-PER', 'B-ORG', 'I-ORG', 'B-LOC', 'I-LOC']						)						),
						                    'langs': Sequence(Value('string'						)						),
						                    'spans': Sequence(Value('string'						)						),
						                }						)		,     splits=[
						                {
						                    'name': 'train',
						                    'num_bytes': 2351563,
						                    'num_examples': 10000,
						                },
						                {
						                    'name': 'validation',
						                    'num_bytes': 238418,
						                    'num_examples': 1000,
						                },
						            ]		,     download_size=3940680		,     dataset_size=2589981		,     )
						    }						)
						assert dataset_infos.keys() == expected_dataset_infos.keys()
						for key in DatasetInfo._INCLUDED_INFO_IN_YAML:
												UpperCAmelCase				,   UpperCAmelCase					=			getattr(dataset_infos['default']		,     lowercase_						), getattr(expected_dataset_infos['default']		,     lowercase_						)
												if key == "num_bytes":
																		assert is_apercent_close(lowercase_		,     lowercase_						)
												elif key == "splits":
																		assert list(lowercase_						) == list(lowercase_						)
																		for split in result:
																								assert result[split].name == expected[split].name
																								assert result[split].num_examples == expected[split].num_examples
																								assert is_apercent_close(result[split].num_bytes		,     expected[split].num_bytes						)
												else:
																		result == expected










"""simple docstring"""


from math import factorial, radians

def 			_lowerCAmelCase				(       lowercase_		,     lowercase_ = 18		,     lowercase_ = 10						):
						UpperCAmelCase					=			angle_in_degrees - ((angle_in_degrees // 3_6_0.0) * 3_6_0.0)

						# Converting from degrees to radians
						UpperCAmelCase					=			radians(lowercase_						)

						UpperCAmelCase					=			angle_in_radians
						UpperCAmelCase					=			3
						UpperCAmelCase					=			-1

						for _ in range(lowercase_						):
												result += (b * (angle_in_radians**a)) / factorial(lowercase_						)

												UpperCAmelCase					=			-b  # One positive term and the next will be negative and so on...
												a += 2  # Increased by 2 for every term.

						return round(lowercase_		,     lowercase_						)


if __name__ == "__main__":
				__import__("""doctest""").testmod()





