

"""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,
)


UpperCamelCase__     :			List[Any]	  =			pytest.mark.integration



@pytest.mark.parametrize("path"	,    ["paws", "csv"]   )
def 	UpperCAmelCase__   (				A__	,    A__   )      ->      str:




   """simple docstring"""
   inspect_dataset(A__	,    A__   )
   lowerCamelCase__						=			path + ".py"
   assert script_name in os.listdir(A__   )
   assert "__pycache__" not in os.listdir(A__   )



@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__   (				A__	,    A__   )      ->      Union[str, Any]:




   """simple docstring"""
   inspect_metric(A__	,    A__   )
   lowerCamelCase__						=			path + ".py"
   assert script_name in os.listdir(A__   )
   assert "__pycache__" not in os.listdir(A__   )



@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__   (				A__	,    A__	,    A__   )      ->      Any:




   """simple docstring"""
   lowerCamelCase__						=			get_dataset_config_info(A__	,    config_name=A__   )
   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__   (				A__	,    A__	,    A__   )      ->      Optional[Any]:




   """simple docstring"""
   with pytest.raises(A__   ):
      get_dataset_config_info(A__	,    config_name=A__   )



@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__   (				A__	,    A__   )      ->      Optional[int]:




   """simple docstring"""
   lowerCamelCase__						=			get_dataset_config_names(A__   )
   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__   (				A__	,    A__	,    A__   )      ->      List[str]:




   """simple docstring"""
   lowerCamelCase__						=			get_dataset_infos(A__   )
   assert list(infos.keys()   ) == expected_configs
   lowerCamelCase__						=			expected_configs[0]
   assert expected_config in infos
   lowerCamelCase__						=			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__   (				A__	,    A__	,    A__   )      ->      List[str]:




   """simple docstring"""
   lowerCamelCase__						=			get_dataset_infos(A__   )
   assert expected_config in infos
   lowerCamelCase__						=			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__   (				A__	,    A__	,    A__   )      ->      Dict:




   """simple docstring"""
   with pytest.raises(A__   ):
      get_dataset_split_names(A__	,    config_name=A__   )







"""simple docstring"""




from __future__ import annotations

import bisect



def 	UpperCAmelCase__   (				A__	,    A__	,    A__ = 0	,    A__ = -1   )      ->      int:




   """simple docstring"""
   if hi < 0:
      lowerCamelCase__						=			len(A__   )

   while lo < hi:
      lowerCamelCase__						=			lo + (hi - lo) // 2
      if sorted_collection[mid] < item:
         lowerCamelCase__						=			mid + 1
      else:
         lowerCamelCase__						=			mid

   return lo



def 	UpperCAmelCase__   (				A__	,    A__	,    A__ = 0	,    A__ = -1   )      ->      int:




   """simple docstring"""
   if hi < 0:
      lowerCamelCase__						=			len(A__   )

   while lo < hi:
      lowerCamelCase__						=			lo + (hi - lo) // 2
      if sorted_collection[mid] <= item:
         lowerCamelCase__						=			mid + 1
      else:
         lowerCamelCase__						=			mid

   return lo



def 	UpperCAmelCase__   (				A__	,    A__	,    A__ = 0	,    A__ = -1   )      ->      None:




   """simple docstring"""
   sorted_collection.insert(bisect_left(A__	,    A__	,    A__	,    A__   )	,    A__   )



def 	UpperCAmelCase__   (				A__	,    A__	,    A__ = 0	,    A__ = -1   )      ->      None:




   """simple docstring"""
   sorted_collection.insert(bisect_right(A__	,    A__	,    A__	,    A__   )	,    A__   )



def 	UpperCAmelCase__   (				A__	,    A__   )      ->      int | None:




   """simple docstring"""
   lowerCamelCase__						=			0
   lowerCamelCase__						=			len(A__   ) - 1

   while left <= right:
      lowerCamelCase__						=			left + (right - left) // 2
      lowerCamelCase__						=			sorted_collection[midpoint]
      if current_item == item:
         return midpoint
      elif item < current_item:
         lowerCamelCase__						=			midpoint - 1
      else:
         lowerCamelCase__						=			midpoint + 1
   return None



def 	UpperCAmelCase__   (				A__	,    A__   )      ->      int | None:




   """simple docstring"""
   lowerCamelCase__						=			bisect.bisect_left(A__	,    A__   )
   if index != len(A__   ) and sorted_collection[index] == item:
      return index
   return None



def 	UpperCAmelCase__   (				A__	,    A__	,    A__	,    A__   )      ->      int | None:




   """simple docstring"""
   if right < left:
      return None

   lowerCamelCase__						=			left + (right - left) // 2

   if sorted_collection[midpoint] == item:
      return midpoint
   elif sorted_collection[midpoint] > item:
      return binary_search_by_recursion(A__	,    A__	,    A__	,    midpoint - 1   )
   else:
      return binary_search_by_recursion(A__	,    A__	,    midpoint + 1	,    A__   )


if __name__ == "__main__":
     SCREAMING_SNAKE_CASE_     :			Optional[Any]	  =			input('''Enter numbers separated by comma:\n''').strip()
     SCREAMING_SNAKE_CASE_     :			int	  =			sorted(int(item) for item in user_input.split(''','''))
     SCREAMING_SNAKE_CASE_     :			Optional[Any]	  =			int(input('''Enter a single number to be found in the list:\n'''))
     SCREAMING_SNAKE_CASE_     :			Dict	  =			binary_search(collection, target)
     if result is None:
          print(F'''{target} was not found in {collection}.''')
     else:
          print(F'''{target} was found at position {result} in {collection}.''')




