from dataclasses import dataclass, field
from typing import TYPE_CHECKING, Any, ClassVar, Dict, List, Optional, Union

import pyarrow as pa


if TYPE_CHECKING:
    from .features import FeatureType


@dataclass
class 	lowerCamelCase_     :






    '''simple docstring'''






    a__	:						List[str]
    a__	:						Optional[str]						=      None
    # Automatically constructed
    a__	:						ClassVar[str]						=      "dict"
    a__	:						ClassVar[Any]						=      None
    a__	:						str						=      field(default="""Translation"""						,	init=UpperCAmelCase_						,	repr=UpperCAmelCase_ )







    def __call__(	self)       ->	List[Any]:
        return pa.struct({lang: pa.string() for lang in sorted(self.languages)})







    def 			UpperCamelCase__   (	self)       ->	Union["FeatureType", Dict[str, "FeatureType"]]:
        from .features import Value

        return {k: Value('''string''') for k in sorted(self.languages)}


@dataclass
class 	lowerCamelCase_     :






    '''simple docstring'''






    a__	:						Optional[List]						=      None
    a__	:						Optional[int]						=      None
    a__	:						Optional[str]						=      None
    # Automatically constructed
    a__	:						ClassVar[str]						=      "dict"
    a__	:						ClassVar[Any]						=      None
    a__	:						str						=      field(default="""TranslationVariableLanguages"""						,	init=UpperCAmelCase_						,	repr=UpperCAmelCase_ )







    def 			UpperCamelCase__   (	self)       ->	Tuple:
        __UpperCamelCase     :int			  =		sorted(set(self.languages)) if self.languages else None
        __UpperCamelCase     :List[Any]			  =		len(self.languages) if self.languages else None







    def __call__(	self)       ->	Tuple:
        return pa.struct({'''language''': pa.list_(pa.string()), '''translation''': pa.list_(pa.string())})







    def 			UpperCamelCase__   (	self , __lowercase)       ->	int:
        __UpperCamelCase     :Any			  =		set(self.languages)
        if self.languages and set(__lowercase) - lang_set:
            raise ValueError(
                f"""Some languages in example ({', '.join(sorted(set(__lowercase) - lang_set))}) are not in valid set ({', '.join(__lowercase)}).""")

        # Convert dictionary into tuples, splitting out cases where there are
        # multiple translations for a single language.
        __UpperCamelCase     :List[Any]			  =		[]
        for lang, text in translation_dict.items():
            if isinstance(__lowercase , __lowercase):
                translation_tuples.append((lang, text))
            else:
                translation_tuples.extend([(lang, el) for el in text])

        # Ensure translations are in ascending order by language code.
        __UpperCamelCase  ,       __UpperCamelCase     :Dict			  =		zip(*sorted(__lowercase))

        return {"language": languages, "translation": translations}







    def 			UpperCamelCase__   (	self)       ->	Union["FeatureType", Dict[str, "FeatureType"]]:
        from .features import Sequence, Value

        return {
            "language": Sequence(Value('''string''')),
            "translation": Sequence(Value('''string''')),
        }






import random



def lowerCamelCase  (   SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE	):
    '''simple docstring'''







    __UpperCamelCase     :Optional[Any]			  =		a[left_index]
    __UpperCamelCase     :Any			  =		left_index + 1
    for j in range(left_index + 1  ,			SCREAMING_SNAKE_CASE	):
        if a[j] < pivot:
            __UpperCamelCase  ,       __UpperCamelCase     :str			  =		a[i], a[j]
            i += 1
    __UpperCamelCase  ,       __UpperCamelCase     :Optional[int]			  =		a[i - 1], a[left_index]
    return i - 1



def lowerCamelCase  (   SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE	):
    '''simple docstring'''







    if left < right:
        __UpperCamelCase     :int			  =		random.randint(SCREAMING_SNAKE_CASE  ,			right - 1	)
        __UpperCamelCase  ,       __UpperCamelCase     :List[str]			  =		(
            a[left],
            a[pivot],
        )  # switches the pivot with the left most bound
        __UpperCamelCase     :Dict			  =		partition(SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE	)
        quick_sort_random(
            SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE  ,			SCREAMING_SNAKE_CASE	)  # recursive quicksort to the left of the pivot point
        quick_sort_random(
            SCREAMING_SNAKE_CASE  ,			pivot_index + 1  ,			SCREAMING_SNAKE_CASE	)  # recursive quicksort to the right of the pivot point



def lowerCamelCase  (   ):
    '''simple docstring'''







    __UpperCamelCase     :Tuple			  =		input('''Enter numbers separated by a comma:\n'''	).strip()
    __UpperCamelCase     :Union[str, Any]			  =		[int(SCREAMING_SNAKE_CASE	) for item in user_input.split(''','''	)]

    quick_sort_random(SCREAMING_SNAKE_CASE  ,			0  ,			len(SCREAMING_SNAKE_CASE	)	)

    print(SCREAMING_SNAKE_CASE	)


if __name__ == "__main__":
    main()





