


"""simple docstring"""






def 			A__		(					_UpperCAmelCase    :      str	)							->	str:

	'''simple docstring'''


	snake_case__  :						str		=      word.upper()
	snake_case__  :						List[Any]		=      0
	snake_case__  :						Union[str, Any]		=      {}
	snake_case__  :						int		=      []

	for letter in word:
		if letter not in letter_nums:
			snake_case__  :						Tuple		=      str(_UpperCAmelCase	)
			next_num += 1
		word_pattern.append(letter_nums[letter]	)
	return ".".join(_UpperCAmelCase	)


if __name__ == "__main__":
					import pprint
					import time

					lowercase  		=			time.time()
					with open("""dictionary.txt""") as in_file:
										lowercase  		=			in_file.read().splitlines()

					lowercase  		=			{}
					for word in word_list:
										lowercase  		=			get_word_pattern(word)
										if pattern in all_patterns:
															all_patterns[pattern].append(word)
										else:
															lowercase  		=			[word]

					with open("""word_patterns.txt""", """w""") as out_file:
										out_file.write(pprint.pformat(all_patterns))

					lowercase  		=			round(time.time() - start_time, 2)
					print(f"Done!  {len(all_patterns):,} word patterns found in {total_time} seconds.")
					# Done!  9,581 word patterns found in 0.58 seconds.













from __future__ import annotations







def   snake_case		(				UpperCAmelCase						:							int,    UpperCAmelCase						:							list[int],    UpperCAmelCase						:							list[int],    UpperCAmelCase						:							int ):

				# Base Case
				if counter == 0 or capacity == 0:
								return 0

				# If weight of the nth item is more than Knapsack of capacity,
				#   then this item cannot be included in the optimal solution,
				# else return the maximum of two cases:
				#   (1) nth item included
				#   (2) not included
				if weights[counter - 1] > capacity:
								return knapsack(UpperCAmelCase,    UpperCAmelCase,    UpperCAmelCase,    counter - 1 )
				else:
								A									=   capacity - weights[counter - 1]
								A									=   values[counter - 1] + knapsack(
								    UpperCAmelCase,    UpperCAmelCase,    UpperCAmelCase,    counter - 1 )
								A									=   knapsack(UpperCAmelCase,    UpperCAmelCase,    UpperCAmelCase,    counter - 1 )
								return max(UpperCAmelCase,    UpperCAmelCase )


if __name__ == "__main__":
					import doctest

					doctest.testmod()





