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pythonlevenshtein-distance
Anshu Dwibhashi
Anshu Dwibhashi

Reputation: 4675

Reverse Levenshtein distance

In levenshtein distance you ask the question, given these two strings, what is their levenshtein distance. How would you go about taking a string and a levenshtein distance and generating all the strings within that levenshtein distance. (It would also take in a character set). So if i pass in a string x and a distance d. then it would give me all the strings within that edit distance, including d-1 and d-2....d-n; (n < d).

Expected functionality:

>>> getWithinDistance('apple',2,{'a','b',' '})
['applea','appleb','appel','app le'...]

Please note that the program is able to produce app le as space is included in the character set.

Upvotes: 10

Views: 2458

Answers (1)

Fred Foo
Fred Foo

Reputation: 363487

There's a data structure that does this called the Levenshtein automaton. You construct it from a set of strings (which may have only one member) and a fixed distance k, and then you can query it for all strings with distance at most k of any of the strings it stores. A Python implementation is discussed here.

Alternatively, you can do a depth-limited search with backtracking for such strings.

Upvotes: 7

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