

import string
from math import logaa



def   __UpperCAmelCase					(      __a :     str						,__a :     str      )     ->	Union[str, Any]:

					"""simple docstring"""

					_a      :       Any   =						document.translate(
					    str.maketrans(''''''						,''''''						,string.punctuation      )      ).replace('''\n'''						,''''''      )
					_a      :       Any   =						document_without_punctuation.split(''' '''      )  # word tokenization
					return len([word for word in tokenize_document if word.lower() == term.lower()]      )



def   __UpperCAmelCase					(      __a :     str						,__a :     str      )     ->	Dict:

					"""simple docstring"""

					_a      :       Tuple   =						corpus.lower().translate(
					    str.maketrans(''''''						,''''''						,string.punctuation      )      )  # strip all punctuation and replace it with ''
					_a      :       Union[str, Any]   =						corpus_without_punctuation.split('''\n'''      )
					_a      :       List[Any]   =						term.lower()
					return (len([doc for doc in docs if term in doc]      ), len(lowercase__      ))



def   __UpperCAmelCase					(      __a :     int						,__a :     int						,__a :     Dict=False      )     ->	Union[str, Any]:

					"""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   __UpperCAmelCase					(      __a :     int						,__a :     int      )     ->	List[Any]:

					"""simple docstring"""

					return round(tf * idf						,3      )






'''simple docstring'''

# Function to print upper half of diamond (pyramid)

def 					__UpperCamelCase				(						lowercase__    :	Optional[Any]			):






     '''simple docstring'''





     for i in range(0,       lowercase__			):
          for _ in range(0,       n - i - 1			):  # printing spaces
               print(' ',       end=''			)
          for _ in range(0,       i + 1			):  # printing stars
               print('* ',       end=''			)
          print()

def 					__UpperCamelCase				(						lowercase__    :	Optional[Any]			):






     '''simple docstring'''





     for i in range(lowercase__,       0,       -1			):
          for _ in range(lowercase__,       0,       -1			):  # printing stars
               print('* ',       end=''			)
          print()
          for _ in range(n - i + 1,       0,       -1			):  # printing spaces
               print(' ',       end=''			)

def 					__UpperCamelCase				(						lowercase__    :	Any			):






     '''simple docstring'''





     if n <= 0:
          print('       ...       ....        nothing printing :('			)
          return
     floyd(lowercase__			)  # upper half
     reverse_floyd(lowercase__			)  # lower half


if __name__ == "__main__":
       print(r'''| /\ | |- |  |-  |--| |\  /| |-''')
       print(r'''|/  \| |- |_ |_  |__| | \/ | |_''')
       UpperCAmelCase					 =	1
       while K:
              UpperCAmelCase					 =	int(input('''enter the number and , and see the magic : '''))
              print()
              pretty_print(user_number)
              UpperCAmelCase					 =	int(input('''press 0 to exit... and 1 to continue...'''))

       print('''Good Bye...''')


