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qdrant/lib/sparse
Daniel Boros 4d6fb4e0ab feat: add open for read-only sparse vector index (#9435)
* feat: add open for read-only sparse vector index + enum sparse dispatcher

* fix: universal-IO loads for read-only sparse index open

* refactor: rename load_via/open_via to load_universal/open_universal

* refactor: drop StorageVersion::load in favor of load_universal

The regular-IO `load` duplicated `load_universal` over plain `File` IO.
Remove it and route all callers through `load_universal(&MmapFs, ..)`.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor(sparse): decouple inverted index from concrete storage; split segment_constructor_base (#9461)

Make the read-only index enum generic over storage `S` (no concrete MmapFile),
and remove construction callbacks from the sparse index open paths.

- InvertedIndex is now a pure read/search trait: `open`/`from_ram_index`/
  `type Fs` moved off the trait to inherent methods on each concrete index
  type, so construction no longer requires `S::Fs: Default`.
- SparseVectorIndex open split into a generic `plan` (load-vs-build decision +
  RAM-index build) and generic `finish` (assembly); callers do the concrete
  per-type construction, so no construction callbacks are needed.
- ReadOnlySparseVectorIndex::open takes the already-constructed inverted index
  and caller-loaded config instead of a `load_inverted_index` callback.
- VectorIndexReadEnum is generic over `S: UniversalRead`; sparse mmap variants
  hold `InvertedIndexCompressedMmap<_, S>` rather than a concrete `MmapFile`.
- Split the 1182-line segment_constructor_base.rs into a module (paths,
  vector_storage, payload_storage, id_tracker, vector_index,
  sparse_vector_index, create_segment, segment, legacy_state); the sparse
  dispatcher's match arms collapse into three per-family helpers.

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>

* feat: LiveReload (no-op) dispatch for read-only vector index enum (#9436)

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Co-authored-by: generall <andrey@vasnetsov.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-15 22:31:03 +02:00
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