Files
qdrant/lib/segment/src/segment_constructor
Tim Visée d48cd31a36 Add optimizer for many deleted points, make aware of deleted points and vectors (#1758)
* Minor collection optimizer cleanup

* Make optimizers better aware of available vs soft deleted points

* Fix incorrect deleted state on proxy segment for double delete

* Rename upsert_vector to upsert_point, because we work with points

* Refactor point methods for more clear and consistent naming

* Replace internal_size in IdTracker with total_point_count

* Keep track of vector deletion count on storage creation

* Add sparse index optimizer, to optimize indexes with high deletion count

* Add minimum vector count threshold to sparse index optimizer

* Add sparse index optimizer test

* Use consistent naming, write vector in full everywhere

* Simplify vacuum optimizer a bit

* Merge sparse index optimizer into vacuum optimizer

* Improve update_from in segment builder by returning early

* More accurately count vectors in segment optimizer

* Remove random from vacuum optimizer tests to make them more reliable

* Don't expose the total points in segment info, use available points

* Process review feedback

* Compare available vectors against indexed ones in vacuum optimizer

This is much better than using the number of soft-deleted vectors when
the segment was created for calculations. Not to mention that value had
other problems as well.

* Remove create_deleted_vector_count field, update vacuum test parameters

* Potentially solve out of bound panic when building index

* Review fixes:

- Propagate deleted flags into payload hnsw building
- Use `total` number of points for building HNSW instead of number of
  available points
- minor refactoring of `hnsw_config` copy -> clone
- Better detection of `indexed_points` in HNSW

* fix assert condition

* Optional named vectors optimizer reveiw 2 (#1794)

* review with Ivan

* fmt

* remove available_vector_count from segment entry

* remove total_point_count from segment entry

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Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>

* rollback changes in deleted count in proxy segment

* improve vector threshold detection logic in optimized_segment_builder

* style changes

* fix propagate deleted points to vectors

* Fix typo in method name

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Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
2023-04-28 10:36:58 +02:00
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