More exhaustive testing by property-based testing #43
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Add some test cases by using hypothesis, a property-based testing library. I also introduce textdistance as a test oracle and the test cases compare its results with those of it. It is still not enough (because I don't know very well about the details of the Unicode spec like combining characters) but they prove editdistance works for sentences consist of ASCII codes, Hiraganas, and Katakanas in a more precise way.
Note: I noticed that pyxDamerauLevenshtein referred by the benchmark is an implementation of Damerau-Levenshtein distance which supports transposition, unlike original Levenshtein algorithm (e.g. edit distance between "AB" and "BA" is
1
instead of2
in DL). It seems it is not suitable for comparison.