Files
qdrant/lib/gridstore
Tim Visée 705607fe9c Add mutable map payload index on top of Gridstore (#6634)
* Serialize vector of ecow strings using cbor

* Adjust trait bounds for Gridstore support in map index

* Add Gridstore backend to mutable map index

* Add Gridstore builder

* Enable new map index in index selector

* Add tests

* Use different Gridstore block size depending on map data type

* Fix review remarks
2025-07-17 11:36:19 +02:00
..
2025-05-22 23:24:27 +02:00

gridstore

New storage for variable-sized values using mmap.

Design

Storage concepts

  • IDs are sequential integers, starting at 0.
  • The storage is divided into file pages of fixed size (32MB).
  • Data can be written and read across multiple pages.
  • Those pages are mapped into memory using mmap.
  • Data units are blocks of fixed size (128 bytes).
  • Values span an integer number of contiguous blocks.
  • Values are compressed with lz4
  • Each block is mapped to a bit in the bitmask.
  • A region is a fixed number of contiguous blocks.
  • Gaps of free blocks in each region are tracked in a file.
  • Deletes mark the block as deleted (in-memory) & updates their region
  • Updates:
    • not done in place, always a new value is inserted
    • calculation of the new regions gaps is done on the fly
    • the tracker is updated in-memory, only persisted on flush
  • Supports multiple threads reading and single thread writing
  • One file per page, one file for tracker, one file for bitmask, and one file for gaps.

TODOs

  • dictionary compression to optimize payload key repetition
  • validate the usage with a block storage via HTTP range requests