




'''simple docstring'''







from collections import Counter
from functools import total_ordering

from data_structures.heap.heap import Heap





@total_ordering
class      lowerCamelCase_							:




					'''simple docstring'''






					def __init__(    self,  __UpperCamelCase,  __UpperCamelCase ):
							_snake_case	       =       word
							_snake_case	       =       count






					def __eq__(    self,  __UpperCamelCase ):
							if not isinstance(__UpperCamelCase,  __UpperCamelCase ):
									return NotImplemented
							return self.count == other.count






					def __lt__(    self,  __UpperCamelCase ):
							if not isinstance(__UpperCamelCase,  __UpperCamelCase ):
									return NotImplemented
							return self.count < other.count






def 		_lowercase		(	lowercase_						,							lowercase_  ):



		'''simple docstring'''







		_snake_case	       =       Heap()
		_snake_case	       =       Counter(lowercase_  )
		heap.build_max_heap(
		    [WordCount(lowercase_						,							lowercase_  ) for word, count in count_by_word.items()]  )
		return [heap.extract_max().word for _ in range(min(lowercase_						,							len(lowercase_  )  )  )]


if __name__ == "__main__":
						import doctest

						doctest.testmod()











'''simple docstring'''







from functools import lru_cache






@lru_cache
def 		_lowercase		(	lowercase_  ):



		'''simple docstring'''







		if not isinstance(lowercase_						,							lowercase_  ):
				raise TypeError("k must be an integer."  )
		if k < 0:
				raise ValueError("k integer must be greater or equal to zero."  )
		if k == 0:
				return 0
		elif k == 1:
				return 1
		else:
				return fibonacci(k - 1  ) + fibonacci(k - 2  )






def 		_lowercase		(	lowercase_						,							lowercase_  ):



		'''simple docstring'''







		_snake_case	       =       len(lowercase_  )
		# Find m such that F_m >= n where F_i is the i_th fibonacci number.
		_snake_case	       =       0
		while True:
				if fibonacci(lowercase_  ) >= len_list:
						_snake_case	       =       i
						break
				i += 1
		_snake_case	       =       0
		while fibb_k > 0:
				_snake_case	       =       min(
				    offset + fibonacci(fibb_k - 1  )						,							len_list - 1  )  # Prevent out of range
				_snake_case	       =       arr[index_k]
				if item_k_1 == val:
						return index_k
				elif val < item_k_1:
						fibb_k -= 1
				elif val > item_k_1:
						offset += fibonacci(fibb_k - 1  )
						fibb_k -= 2
		else:
				return -1


if __name__ == "__main__":
						import doctest

						doctest.testmod()





