
'''simple docstring'''


import string
from math import logaa




def lowercase_	(   _lowercase			,       _lowercase				)     ->							int:
					'''simple docstring'''

					lowerCamelCase_					:      List[str]     =		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 lowercase_	(   _lowercase			,       _lowercase				)     ->							tuple[int, int]:
					'''simple docstring'''

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




def lowercase_	(   _lowercase			,       _lowercase			,       _lowercase=False				)     ->							float:
					'''simple docstring'''

					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 lowercase_	(   _lowercase			,       _lowercase				)     ->							float:
					'''simple docstring'''

					return round(tf * idf			,       3				)




'''simple docstring'''


import os
from math import logaa




def lowercase_	(   _lowercase = "base_exp.txt"				)     ->							int:
					'''simple docstring'''

					lowerCamelCase_					:      float     =		0
					lowerCamelCase_					:      Dict     =		0
					for i, line in enumerate(open(os.path.join(os.path.dirname(_lowercase				)			,       _lowercase				)				)				):
										lowerCamelCase_,      lowerCamelCase_					:      Dict     =		list(map(_lowercase			,       line.split(''','''				)				)				)
										if x * logaa(_lowercase				) > largest:
															lowerCamelCase_					:      List[str]     =		x * logaa(_lowercase				)
															lowerCamelCase_					:      Union[str, Any]     =		i + 1
					return result


if __name__ == "__main__":
					print(solution())


