def match_word_pattern(pattern: str, input_string: str) -> bool:
"""
Determine if a given pattern matches a string using backtracking.
pattern: The pattern to match.
input_string: The string to match against the pattern.
return: True if the pattern matches the string, False otherwise.
>>> match_word_pattern("aba", "GraphTreesGraph")
True
>>> match_word_pattern("xyx", "PythonRubyPython")
True
>>> match_word_pattern("GG", "PythonJavaPython")
False
"""
def backtrack(pattern_index: int, str_index: int) -> bool:
"""
>>> backtrack(0, 0)
True
>>> backtrack(0, 1)
True
>>> backtrack(0, 4)
False
"""
if pattern_index == len(pattern) and str_index == len(input_string):
return True
if pattern_index == len(pattern) or str_index == len(input_string):
return False
char = pattern[pattern_index]
if char in pattern_map:
mapped_str = pattern_map[char]
if input_string.startswith(mapped_str, str_index):
return backtrack(pattern_index + 1, str_index + len(mapped_str))
else:
return False
for end in range(str_index + 1, len(input_string) + 1):
substr = input_string[str_index:end]
if substr in str_map:
continue
pattern_map[char] = substr
str_map[substr] = char
if backtrack(pattern_index + 1, end):
return True
del pattern_map[char]
del str_map[substr]
return False
pattern_map: dict[str, str] = {}
str_map: dict[str, str] = {}
return backtrack(0, 0)
if __name__ == "__main__":
import doctest
doctest.testmod()