





'''simple docstring'''





import string
from math import logaa


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase				)    ->  int:
    lowerCamelCase__					:   Dict      				=	document.translate(
        str.maketrans(''		,			''		,			string.punctuation				)				).replace('\n'		,			''				)
    lowerCamelCase__					:   Optional[Any]      				=	document_without_punctuation.split(' '				)  # word tokenization
    return len([word for word in tokenize_document if word.lower() == term.lower()]				)


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase				)    ->  tuple[int, int]:
    lowerCamelCase__					:   Dict      				=	corpus.lower().translate(
        str.maketrans(''		,			''		,			string.punctuation				)				)  # strip all punctuation and replace it with ''
    lowerCamelCase__					:   Any      				=	corpus_without_punctuation.split('\n'				)
    lowerCamelCase__					:   str      				=	term.lower()
    return (len([doc for doc in docs if term in doc]				), len(_UpperCAmelCase				))


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase		,			_UpperCAmelCase=False				)    ->  float:
    if smoothing:
        if n == 0:
            raise ValueError('log10(0) is undefined.'				)
        return round(1 + logaa(n / (1 + df)				)		,			3				)

    if df == 0:
        raise ZeroDivisionError('df must be > 0'				)
    elif n == 0:
        raise ValueError('log10(0) is undefined.'				)
    return round(logaa(n / df				)		,			3				)


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase				)    ->  float:
    return round(tf * idf		,			3				)












import enum
import shutil
import sys


_UpperCAmelCase     ,_UpperCAmelCase       : List[Any]			     =       shutil.get_terminal_size()

_UpperCAmelCase       : Union[str, Any]			     =       {"""UP""": """A""", """DOWN""": """B""", """RIGHT""": """C""", """LEFT""": """D"""}

class      lowerCAmelCase							(      enum.Enum    ):
 UpperCAmelCase__									=	0
 UpperCAmelCase__									=	1


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase=""				)    ->  int:
    sys.stdout.write(str(_UpperCAmelCase				) + end				)
    sys.stdout.flush()


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase		,			_UpperCAmelCase=""				)    ->  Union[str, Any]:
    forceWrite(F"""\u001b[{color}m{content}\u001b[0m"""		,			_UpperCAmelCase				)


def  SCREAMING_SNAKE_CASE   ( )    ->  Dict:
    forceWrite('\r'				)


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase				)    ->  Optional[Any]:
    forceWrite(F"""\033[{num_lines}{CURSOR_TO_CHAR[direction.upper()]}"""				)


def  SCREAMING_SNAKE_CASE   ( )    ->  int:
    forceWrite(' ' * TERMINAL_WIDTH				)
    reset_cursor()


def  SCREAMING_SNAKE_CASE   ( )    ->  Optional[Any]:
    reset_cursor()
    forceWrite('-' * TERMINAL_WIDTH				)





