code: 
  
  
  
  
  
  import functools
  from math import sqrt
  from time import time
  
  def     a						(      _lowercase   :     int ,						*_lowercase   :     Optional[Any] ,						**_lowercase   :     List[Any]       )     ->List[str]:
  			UpperCamelCase__         =	time()
  			UpperCamelCase__         =	func(*_lowercase ,						**_lowercase       )
  			UpperCamelCase__         =	time()
  			if int(end - start       ) > 0:
  						print(F"""{func.__name__} runtime: {(end - start):0.4f} s"""       )
  			else:
  						print(F"""{func.__name__} runtime: {(end - start) * 1_0_0_0:0.4f} ms"""       )
  			return output
  
  def     a						(      _lowercase   :     int       )     ->list[int]:
  			if n < 0:
  						raise Exception("""n is negative"""       )
  			if n == 0:
  						return [0]
  			UpperCamelCase__         =	[0, 1]
  			for _ in range(n - 1       ):
  						fib.append(fib[-1] + fib[-2]       )
  			return fib
  
  def     a						(      _lowercase   :     int       )     ->list[int]:
  
  			def fib_recursive_term(_lowercase   :     int       ) -> int:
  						if i < 0:
  									raise Exception("""n is negative"""       )
  						if i < 2:
  									return i
  						return fib_recursive_term(i - 1       ) + fib_recursive_term(i - 2       )
  
  			if n < 0:
  						raise Exception("""n is negative"""       )
  			return [fib_recursive_term(_lowercase       ) for i in range(n + 1       )]
  
  def     a						(      _lowercase   :     int       )     ->list[int]:
  
  			@functools.cache
  			def fib_recursive_term(_lowercase   :     int       ) -> int:
  						if i < 0:
  									raise Exception("""n is negative"""       )
  						if i < 2:
  									return i
  						return fib_recursive_term(i - 1       ) + fib_recursive_term(i - 2       )
  
  			if n < 0:
  						raise Exception("""n is negative"""       )
  			return [fib_recursive_term(_lowercase       ) for i in range(n + 1       )]
  
  def     a						(      _lowercase   :     int       )     ->list[int]:
  			if n < 0:
  						raise Exception("""n is negative"""       )
  			# Cache must be outside recursuive function
  			# other it will reset every time it calls itself.
  			UpperCamelCase__         =	{0: 0, 1: 1, 2: 1}  # Prefilled cache
  
  			def rec_fn_memoized(_lowercase   :     int       ) -> int:
  						if num in cache:
  									return cache[num]
  
  						UpperCamelCase__         =	rec_fn_memoized(num - 1       ) + rec_fn_memoized(num - 2       )
  						UpperCamelCase__         =	value
  						return value
  
  			return [rec_fn_memoized(_lowercase       ) for i in range(n + 1       )]
  
  def     a						(      _lowercase   :     int       )     ->list[int]:
  			if n < 0:
  						raise Exception("""n is negative"""       )
  			if n >= 1_4_7_5:
  						raise Exception("""n is too large"""       )
  			UpperCamelCase__         =	sqrt(5       )
  			UpperCamelCase__         =	(1 + sqrt_a) / 2
  			return [round(phi**i / sqrt_a       ) for i in range(n + 1       )]
  
  
  if __name__ == "__main__":
  				__lowerCAmelCase     =			30
  				time_func(fib_iterative, num)
  				time_func(fib_recursive, num)  # Around 3s runtime
  				time_func(fib_recursive_cached, num)  # Around 0ms runtime
  				time_func(fib_memoization, num)
  				time_func(fib_binet, num)
  
  
  
  
  
  
style_context: 
  
  
  
  
  
  def     a						(      _lowercase   :     Optional[int]       )     ->List[str]:
  		UpperCamelCase__         =	len(_lowercase       )
  		for i in range(length - 1       ):
  				UpperCamelCase__         =	False
  				for j in range(length - 1 - i       ):
  						if collection[j] > collection[j + 1]:
  								UpperCamelCase__         =	True
  								UpperCamelCase__  ,			UpperCamelCase__         =	collection[j + 1], collection[j]
  				if not swapped:
  						break  # Stop iteration if the collection is sorted.
  		return collection
  
  
  if __name__ == "__main__":
  				import doctest
  				import time
  
  				doctest.testmod()
  
  				__lowerCAmelCase     =			input("Enter numbers separated by a comma:").strip()
  				__lowerCAmelCase     =			[int(item) for item in user_input.split(",")]
  				__lowerCAmelCase     =			time.process_time()
  				print(*bubble_sort(unsorted), sep=",")
  				print(f"""Processing time: {(time.process_time() - start)%1e9 + 7}""")
  
  
  
  
  
  