Files
qdrant/lib/gridstore
Tim Visée b067a7b3f8 Minor Gridstore improvements (#7415)
* Explicitly use C memory representation for Gridstore value pointers

* Inline pure function

* Grow tracker file to be next multiple of two

* In debug builds, panic if getting out of bound point from Gridstore

* Also represent region gaps as C struct

* Remove debug assertion

* Adjust file size test
2025-10-17 13:59:03 +02:00
..
2025-09-29 12:47:10 +00:00
2025-10-17 13:59:03 +02:00
2025-09-29 12:47:10 +00:00

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