



"""simple docstring"""






import pytest

from datasets.utils.sharding import _distribute_shards, _number_of_shards_in_gen_kwargs, _split_gen_kwargs






@pytest.mark.parametrize(
    '''kwargs, expected''',    [
        ({'''num_shards''': 0, '''max_num_jobs''': 1}, []),
        ({'''num_shards''': 10, '''max_num_jobs''': 1}, [range(10						)]),
        ({'''num_shards''': 10, '''max_num_jobs''': 10}, [range(A_,    i + 1						) for i in range(10						)]),
        ({'''num_shards''': 1, '''max_num_jobs''': 10}, [range(1						)]),
        ({'''num_shards''': 10, '''max_num_jobs''': 3}, [range(0,    4						), range(4,    7						), range(7,    10						)]),
        ({'''num_shards''': 3, '''max_num_jobs''': 10}, [range(0,    1						), range(1,    2						), range(2,    3						)]),
    ],    )
def 	snake_case_  (				A_ :		Dict,    A_ :		int						):


       '''simple docstring'''





       _lowerCamelCase						:    Any         =			_distribute_shards(**A_						)
       assert out == expected






@pytest.mark.parametrize(
    '''gen_kwargs, max_num_jobs, expected''',    [
        ({'''foo''': 0}, 10, [{'''foo''': 0}]),
        ({'''shards''': [0, 1, 2, 3]}, 1, [{'''shards''': [0, 1, 2, 3]}]),
        ({'''shards''': [0, 1, 2, 3]}, 4, [{'''shards''': [0]}, {'''shards''': [1]}, {'''shards''': [2]}, {'''shards''': [3]}]),
        ({'''shards''': [0, 1]}, 4, [{'''shards''': [0]}, {'''shards''': [1]}]),
        ({'''shards''': [0, 1, 2, 3]}, 2, [{'''shards''': [0, 1]}, {'''shards''': [2, 3]}]),
    ],    )
def 	snake_case_  (				A_ :		str,    A_ :		Union[str, Any],    A_ :		Union[str, Any]						):


       '''simple docstring'''





       _lowerCamelCase						:    Tuple         =			_split_gen_kwargs(A_,    A_						)
       assert out == expected







@pytest.mark.parametrize(
    '''gen_kwargs, expected''',    [
        ({'''foo''': 0}, 1),
        ({'''shards''': [0]}, 1),
        ({'''shards''': [0, 1, 2, 3]}, 4),
        ({'''shards''': [0, 1, 2, 3], '''foo''': 0}, 4),
        ({'''shards''': [0, 1, 2, 3], '''other''': (0, 1)}, 4),
        ({'''shards''': [0, 1, 2, 3], '''shards2''': [0, 1]}, RuntimeError),
    ],    )
def 	snake_case_  (				A_ :		Union[str, Any],    A_ :		int						):


       '''simple docstring'''





       if expected is RuntimeError:
              with pytest.raises(A_						):
                     _number_of_shards_in_gen_kwargs(A_						)
       else:
              _lowerCamelCase						:    str         =			_number_of_shards_in_gen_kwargs(A_						)
              assert out == expected







"""simple docstring"""






def 	snake_case_  (				A_ :		list						):


       '''simple docstring'''





       _lowerCamelCase						:    Union[str, Any]         =			len(A_						)
       for i in range(1,    A_						):
              _lowerCamelCase						:    Tuple         =			collection[i]
              _lowerCamelCase						:    Dict         =			0
              _lowerCamelCase						:    Any         =			i - 1

              while low <= high:
                     _lowerCamelCase						:    Optional[int]         =			(low + high) // 2
                     if val < collection[mid]:
                            _lowerCamelCase						:    List[str]         =			mid - 1
                     else:
                            _lowerCamelCase						:    Dict         =			mid + 1
              for j in range(A_,    A_,    -1						):
                     _lowerCamelCase						:    Optional[int]         =			collection[j - 1]
              _lowerCamelCase						:    Tuple         =			val
       return collection


if __name__ == "__main__":
   lowerCAmelCase__      =    input('''Enter numbers separated by a comma:\n''').strip()
   lowerCAmelCase__      =    [int(item) for item in user_input.split(''',''')]
   print(binary_insertion_sort(unsorted))


