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qdrant/lib/gridstore
Tim Visée 3e536347e1 Bump Rust edition to 2024 (#6042)
* Bump Rust edition to 2024

* gen is a reserved keyword now

* Remove ref mut on references

* Mark extern C as unsafe

* Wrap unsafe function bodies in unsafe block

* Geo hash implements Copy, don't reference but pass by value instead

* Replace secluded self import with parent

* Update execute_cluster_read_operation with new match semantics

* Fix lifetime issue

* Replace map_or with is_none_or

* set_var is unsafe now

* Reformat
2025-02-25 11:21:25 +01:00
..
2025-02-25 11:21:25 +01:00
2025-02-25 11:21:25 +01:00
2025-02-25 11:21:25 +01:00

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