Comments (1)
You are correct that this package is not suitable comparing to datasketch when it comes to larger sets. The benchmark datasets used in README have average set size around 20-30.
For this package, the query time is directly proportional to the size of the query set (# of tokens). It is also heavily influenced by the size of indexed sets because exact set similarity calculation is made at query time for candidate sets.
There are some algorithmic tricks that are designed to handle exact search over large sets. I made one: https://github.com/ekzhu/josie. I haven't had time to make it available here.
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Related Issues (10)
- ordering of x,y coordinates when converting to identity matrix HOT 1
- Great jobs! HOT 1
- Incorrect output during Query
- Unexpected multiset behaviour HOT 1
- all_pairs: get *all* pairwise indices, including 0? HOT 2
- What does it mean that SearchIndex cannot be updated? HOT 2
- Using all_pairs() on a 14k dataset causes MemoryErrors HOT 11
- SetSimilaritySearch on Scale HOT 1
- Allow 'sets' argument to be any iterable
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