205. Isomorphic strings

Sat Dec 27

LeetCode problem solving: checking if two strings are isomorphic using hash maps

What does the problem want?

This question asks if two strings are isomporphic. By the question’s definition, something is isomorphic if the characters is one string can be replaced to get the other.

So two strings baba and dcdc are isomorphic, and abbababaa and baabababb are isomorphic.

Brainstorm ideas

With that said, there are couple things we need to take into account when iterative through each character. First, we need to know which characters in string s map to in string t. If we know that, we can check each directions s to t and t to s to determine whether the one-to-one mapping of the string is consistent. Second, we can use dictionaries to store these mappings so we can acces and store values in O(1) time. This will come in handy when we have more characters to compare, and not having search each character everytime will be great with time management.

Solution

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def isIsomorphic(self, s: str, t: str) -> bool:
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    s2t = {}
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    t2s = {}
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    for sc, tc in zip(s,t):
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        if sc in s2t:
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            if s2t[sc] != tc:
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                return False
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        elif tc in t2s:
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            return False
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        else:
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            s2t[sc] = tc
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            t2s[tc] = sc
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    return True

Time complexity

For this solution, we have a time complexity of O(n) since we only iterate between each value once.

Space complexity

The space complexity is O(k) where k is the number of unique characters in s or t.