



"""simple docstring"""

from collections import namedtuple

lowercase__			   =  namedtuple("from_to", "from_ to")

lowercase__			   =  {
    "cubicmeter": from_to(1, 1),
    "litre": from_to(0.001, 1000),
    "kilolitre": from_to(1, 1),
    "gallon": from_to(0.0_0454, 264.172),
    "cubicyard": from_to(0.7_6455, 1.3_0795),
    "cubicfoot": from_to(0.028, 35.3147),
    "cup": from_to(0.0_0023_6588, 4226.75),
}





def       __magic_name__    (   _lowerCamelCase				: float  ,       _lowerCamelCase				: str  ,       _lowerCamelCase				: str					):
							if from_type not in METRIC_CONVERSION:
														raise ValueError(
														    F'''Invalid \'from_type\' value: {from_type!r}  Supported values are:\n'''
														    + """, """.join(_lowerCamelCase					)					)
							if to_type not in METRIC_CONVERSION:
														raise ValueError(
														    F'''Invalid \'to_type\' value: {to_type!r}.  Supported values are:\n'''
														    + """, """.join(_lowerCamelCase					)					)
							return value * METRIC_CONVERSION[from_type].from_ * METRIC_CONVERSION[to_type].to


if __name__ == "__main__":
	import doctest

	doctest.testmod()






"""simple docstring"""

from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters





def       __magic_name__    (   ):
							__a		:		Dict									=       {
							    """repo_name""": ["""test_repo1""", """test_repo2""", """test_repo3"""],
							    """path""": ["""test_1.py""", """test_2.py""", """unit_test.py"""],
							    """content""": ["""a """ * 2_0, """a """ * 3_0, """b """ * 7],
							}
							__a		:		Optional[Any]									=       Dataset.from_dict(_lowerCamelCase					)
							return dataset







class SCREAMING_SNAKE_CASE__					(		__snake_case      ):



						def     lowerCAmelCase__(self							):





													'''simple docstring'''

													__a		:		Optional[int]									=       get_dataset()
													__a		:		List[Any]									=       make_duplicate_clusters(_lowercase						,     0.85							)
													self.assertEqual(len(duplicate_clusters[0]							)						,     2							)





						def     lowerCAmelCase__(self							):





													'''simple docstring'''

													__a		:		Tuple									=       get_dataset()
													__a							,     __a		:		Optional[Any]									=       deduplicate_dataset(_lowercase							)
													self.assertEqual(len(_lowercase							)						,     2							)
													print(_lowercase							)
													self.assertEqual(duplicate_clusters[0][0]["""copies"""]						,     2							)
													self.assertEqual(duplicate_clusters[0][0]["""is_extreme"""]						,     _lowercase							)

