


"""simple docstring"""






def __lowercase  (   lowerCamelCase_	:   str	):
				SCREAMING_SNAKE_CASE__  				=					word.upper()
				SCREAMING_SNAKE_CASE__  				=					0
				SCREAMING_SNAKE_CASE__  				=					{}
				SCREAMING_SNAKE_CASE__  				=					[]

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


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

	_lowerCamelCase  =	time.time()
	with open('dictionary.txt') as in_file:
		_lowerCamelCase  =	in_file.read().splitlines()

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

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

	_lowerCamelCase  =	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.




"""simple docstring"""






def __lowercase  (   lowerCamelCase_	:   list	):
				if not isinstance(lowerCamelCase_    ,       lowerCamelCase_	):
								raise ValueError("Input series is not valid, valid series - [2, 4, 8]"	)
				if len(lowerCamelCase_	) == 0:
								raise ValueError("Input list must be a non empty list"	)
				if len(lowerCamelCase_	) == 1:
								return True
				try:
								SCREAMING_SNAKE_CASE__  				=					series[1] / series[0]
								for index in range(len(lowerCamelCase_	) - 1	):
												if series[index + 1] / series[index] != common_ratio:
																return False
				except ZeroDivisionError:
								return False
				return True


def __lowercase  (   lowerCamelCase_	:   list	):
				if not isinstance(lowerCamelCase_    ,       lowerCamelCase_	):
								raise ValueError("Input series is not valid, valid series - [2, 4, 8]"	)
				if len(lowerCamelCase_	) == 0:
								raise ValueError("Input list must be a non empty list"	)
				SCREAMING_SNAKE_CASE__  				=					1
				for value in series:
								answer *= value
				return pow(lowerCamelCase_    ,       1 / len(lowerCamelCase_	)	)


if __name__ == "__main__":
	import doctest

	doctest.testmod()
