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Tracking issue of bloom filter refactoring #7748

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Closed
1 of 2 tasks
Tracked by #7823
drmingdrmer opened this issue Sep 20, 2022 · 3 comments
Closed
1 of 2 tasks
Tracked by #7823

Tracking issue of bloom filter refactoring #7748

drmingdrmer opened this issue Sep 20, 2022 · 3 comments
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@drmingdrmer
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drmingdrmer commented Sep 20, 2022

Problems

  • Bloom filter index takes too much storage space, e.g., about 50% of the original data size.
  • With a bloom filter index, an exact-match query from 10 billion rows still takes minutes.

The goals are:

  • to try to accelerate queries, at least for explicitly simple queries.
  • to reduce index size if possible.

Issues:

Let me know if there are any other issues related bloom filter.:)

Status

  • 2022-09-20: It's still under investigation and I can not tell for now what will be done:(
@drmingdrmer drmingdrmer self-assigned this Sep 20, 2022
@drmingdrmer
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@BohuTANG
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@drmingdrmer

We will first try the XOR filter instead of the old raw bloom filter, then @dantengsky will help me to adapt the raw bloom filter to the new XOR filter.
The new XOR filter is here:
#7860

From my test, it looks great, let's try :)

@BohuTANG
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@drmingdrmer

I have moved the issues related to the index(not only the bloom filter) to #7823. Let's close this :)

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