

'''simple docstring'''





import string
from math import logaa







def   _UpperCamelCase	(		__UpperCamelCase    ,__UpperCamelCase	)       ->			int:
					lowerCamelCase_  				=      document.translate(
					    str.maketrans(''    ,''    ,string.punctuation	)	).replace('\n'    ,''	)
					lowerCamelCase_  				=      document_without_punctuation.split(' '	)  # word tokenization
					return len([word for word in tokenize_document if word.lower() == term.lower()]	)







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







def   _UpperCamelCase	(		__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   _UpperCamelCase	(		__UpperCamelCase    ,__UpperCamelCase	)       ->			float:
					return round(tf * idf    ,3	)








"""simple docstring"""







import warnings

from ...utils import logging
from .image_processing_deit import DeiTImageProcessor


UpperCamelCase     =							logging.get_logger(__name__)






class       UpperCamelCase__			(   _lowerCAmelCase      ):

			"""simple docstring"""


			def __init__(      self						,	*SCREAMING_SNAKE_CASE__						,	**SCREAMING_SNAKE_CASE__		)      ->	None:
				warnings.warn(
				    "The class DeiTFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"
				    " use DeiTImageProcessor instead."						,	SCREAMING_SNAKE_CASE__						,	)
				super().__init__(*SCREAMING_SNAKE_CASE__						,	**SCREAMING_SNAKE_CASE__		)




