Commit Graph

330 Commits

Author SHA1 Message Date
xzfc
fff9c1f1c7 Migrate InvertedIndexCompressedMmap to UIO (#9144)
* Migrate InvertedIndexCompressedMmap to UniversalRead

* Rehaul search_scratch.rs (was scores_memory_pool.rs)

- Use `typed_arena::Arena` instead of `bumpalo::Bump`.
  Reason: bump don't drop.
  Drawback: `Arena::new()` is not free, and `Arena::clear()` doesn't
  exist; but this commit has workarounds.
- Use names that make more sense.

* Misc fixes

* InvertedIndexCompressedMmap: explicit S type parameter
2026-05-29 17:49:49 +00:00
Jojii
7a8703f166 [TQDT] API (#9172)
* [ai] TQDT in the API

* [ai] unify new sparse error for TQDT

* Rename to `turbo4`

* Add `Turbo4` to comments and doc strings.

* Also validate named sparse vector creation
2026-05-29 15:26:39 +02:00
Jojii
76834eccdd fix: Make HNSW discover test deterministic (#9203) 2026-05-27 19:12:42 +02:00
qdrant-cloud-bot
6d8f3c6ce9 ci(windows): skip IO-heavy tests that aren't OS-specific (#9188)
* ci(windows): skip IO-heavy tests that aren't OS-specific

On the Windows CI runner, several tests are 3-25x slower than on Ubuntu
purely due to slow filesystem IO. These tests exercise platform-agnostic
logic (optimizer, snapshot, WAL recovery, dedup, deferred points) and
are fully covered by the Linux and macOS jobs.

Mark them with `#[cfg_attr(target_os = "windows", ignore = "...")]` so:
- Windows CI skips them and finishes faster.
- They're still listed and runnable via `cargo test -- --ignored`
  on Windows for local debugging.

Based on JUnit timings from CI run 26462785436 (PR #8827), this should
save ~5 minutes wall-clock on the Windows job, taking it closer to the
~13min Ubuntu and ~9min macOS jobs (currently 20m24s).

Tests affected:
- lib/wal: check_wal, check_last_index, check_clear, check_reopen,
  check_truncate, check_prefix_truncate, test_prefix_truncate_parametric
- lib/edge/optimize: full tests module
- lib/segment deferred-point tests: read_operations,
  dense_segment_combinations, sparse, facets
- lib/collection: snapshot_test, points_dedup, wal_recovery,
  collection_test::test_ordered_read_api, snapshot_recovery_test

Co-authored-by: Cursor <cursoragent@cursor.com>

* revert(ci/windows): keep WAL and WAL-recovery tests on Windows

Reviewer correctly pointed out that WAL is mmap-backed and has
substantial Windows-specific code paths:

- Different segment allocation (fs4 vs rustix::ftruncate)
- Windows-specific delete_windows() with mmap-drop + retry loop
- Windows-specific sync_all() because directory fsync is unavailable
- Windows-specific lock proxy file (directories aren't lockable)

So those tests genuinely need Windows coverage. Reverted skips for:
- lib/wal/src/lib.rs: all check_* tests and test_prefix_truncate_parametric
- lib/collection/src/tests/wal_recovery_test.rs: all three tests

Still skipped on Windows (no OS-specific code in their production paths):
- lib/edge/optimize.rs (no cfg(windows) in source)
- lib/segment deferred-point tests (segment/ has no cfg(windows))
- lib/collection snapshot/dedup tests (collection/ has no cfg(windows))
- lib/collection integration snapshot_recovery + ordered_read_api

Co-authored-by: Cursor <cursoragent@cursor.com>

* revert(ci/windows): keep collection integration and snapshot_test

Per reviewer request, keep running these on Windows:
- lib/collection/tests/integration/* (snapshot_recovery_test,
  collection_test::test_ordered_read_api)
- lib/collection/src/tests/snapshot_test.rs

These exercise higher-level collection/snapshot behavior that benefits
from cross-platform validation.

Remaining Windows skips (production code has no cfg(windows) branches):
- lib/edge/src/optimize.rs: 14 optimizer tests
- lib/segment/src/segment/tests/mod.rs: 4 deferred-point tests
- lib/collection/src/tests/points_dedup.rs: 2 dedup tests

Co-authored-by: Cursor <cursoragent@cursor.com>

* ci(windows): also skip HNSW/quantization integration tests

Per reviewer, also skip these segment integration test modules on Windows:
- hnsw_quantized_search_test::* (25 tests)
- multivector_filtrable_hnsw_test::* (rstest cases)
- multivector_quantization_test::* (rstest cases)
- byte_storage_quantization_test::* (rstest cases)
- payload_index_test::test_struct_payload_index_nested_fields

These exercise pure HNSW/quantization correctness on top of standard
segment IO that is already covered by tests we keep running on Windows.

Adds ~930s of sequential time to the Windows skip list, bringing the
expected wall-clock saving from ~3 min to ~8-10 min.

Co-authored-by: Cursor <cursoragent@cursor.com>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-27 13:16:59 +02:00
Arnaud Gourlay
386e222b42 fix: reject source-superset schema mismatch at SegmentBuilder (#9110)
* fix: serialize optimization proxy install against shard updates

execute_optimization captures `target_config` from the optimizer's frozen
config and then wraps source segments in proxies. Between those two points,
`CollectionUpdater::update` can apply a `CreateVectorName(V)` to the source
segments via `apply_segments`, leaving the optimizer with sources that have
V but a target_config that does not. The optimization then produces a
merged segment without V, and a follow-up optimization (running with the
refreshed config that includes V) fails to use that segment as a source:
"Cannot update from other segment because it is missing vector name X".

Close the race by extending the scope of the existing
`LockedSegmentHolder::acquire_updates_lock` to cover the proxy install
window. `CollectionUpdater::update` already takes this lock before
processing any shard update, so concurrent writers wait until proxies are
in place — at which point further mutations hit the proxies (recorded as
intent and propagated to the merged segment in `finish_optimization`)
instead of the originals. The guard is dropped right after proxy install so
the slow build phase does not extend it.

Tests:
- Three `SegmentBuilder::update` tests document the precondition the lock
  now guarantees: with a target schema that adds a named vector the source
  lacks, update errors with "missing vector name X". Quantized and
  mixed-source variants exercise the same error path.
- `test_optimize_blocks_proxy_install_on_updates_lock` asserts the
  invariant directly: while the updates lock is held, proxies are not yet
  installed. Verified to fail when the new guard is removed (otherwise it
  passes because `finish_optimization` also takes the same lock, so a
  naive "did optimize finish?" check would not catch a missing proxy-install
  guard).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(optimize): finish_optimization lock order; drop redundant tests

Address review of #9110:

1. `finish_optimization` was acquiring `upgradable_read` before
   `acquire_updates_lock`, while the new guard at the start of
   `execute_optimization` acquires them in the reverse order. With two
   optimizer threads in flight, thread A in `finish_optimization` could
   hold `upgradable_read` and wait on `updates_lock` while thread B at the
   top of `execute_optimization` held `updates_lock` and waited on
   `upgradable_read` (parking_lot allows only one upgradable reader),
   deadlocking. Swap `finish_optimization` to take `updates_lock` first so
   both halves agree.

2. Drop the quantized and mixed-source variants of the inverted
   `SegmentBuilder` unit test — all three asserted the same error path
   (the mismatch check fires before quantization training or per-source
   branching), so only one is useful as documentation of the precondition.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix: reject source-superset schema mismatch at SegmentBuilder

Drop the lock approach (deadlocked test_continuous_snapshot) and fix the bug
at the merge layer instead.

Snapshot's proxy_all_segments_and_apply acquires the segment_holder
upgradable_read first and then takes acquire_updates_lock tactically inside
the snapshot operation. The previous commits' lock-extension acquired
updates_lock before upgradable_read, so a snapshot in flight and an
optimization just entering execute_optimization could deadlock holding each
other's required next lock. Snapshot cannot easily reverse its order — that
would hold updates_lock for the entire snapshot duration, blocking all
writes.

Move the fix to where the actual harm happens: SegmentBuilder::update
iterates the target's vector_data and silently drops source vectors that
aren't in target. That silent drop is what produces the broken merged
segment in the CreateVectorName-vs-optimizer race. Add a check that every
source vector name is in the target schema; the optimization aborts cleanly
on mismatch and the next round (with refreshed config) merges correctly.

This is strictly stronger than the lock: the lock only closed the window
where V arrived *during* the proxy-install region. The schema check catches
both that window and the window where V's apply_segments completed before
the optimizer's lock acquisition.

Diff is contained to lib/segment; no locking changes, no cross-crate
plumbing. test_continuous_snapshot passes again.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(segment_builder): use Cancelled instead of ServiceError for schema mismatch

ServiceError flips the shard to RED status (via `report_optimizer_error` →
`segments.optimizer_errors`) and stays sticky until the next
`recreate_optimizers_blocking` clears it. That's the right shape for
hardware/IO failures but wrong for the schema-mismatch case here, which is
an expected, recoverable race outcome — the next optimizer round with a
refreshed target_config merges the same originals cleanly.

`Cancelled` is the variant the optimization worker treats as a recoverable
cancellation: logged at debug, tracker marked Cancelled, no
`report_optimizer_error` call, no RED status.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(segment_builder): also use Cancelled for the existing target-superset error

The existing "missing vector name" check at the start of the merge loop
also fires during a race — specifically the optimizer-vs-DeleteVectorName
shape, where V is removed from originals before J wraps proxies but J's
frozen target_config still has V. Like the new source-superset check, this
is an expected, recoverable race outcome, so use Cancelled instead of
ServiceError to avoid flipping the shard to RED.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-21 17:25:15 +02:00
xzfc
faf2714f4b Warn on clippy::wildcard_enum_match_arm (#9096) 2026-05-19 18:14:15 +00:00
Andrey Vasnetsov
75a0a5dd0b refactor: move deferred-point ownership into ID tracker (#9062)
* refactor: move deferred-point ownership into the ID tracker

Re-implements the idea from #8512 against current `dev`.

Deferred-point state (`deferred_internal_id` + `deferred_deleted_count`)
moves out of `Segment.deferred_point_status` and the cached
`SparseVectorIndex.deferred_internal_id` field into `PointMappings`,
exposed through `IdTrackerRead`. The threshold is set once at
`MutableIdTracker::open` time; `PointMappings::drop` now maintains the
deleted counter inline (with double-delete protection), removing the
manual increment in `delete_point_internal` and the
`calculate_deleted_deferred_point_count` rescan.

Read paths consume the threshold through the id tracker:

- The segment read view drops the `deferred_point_status` field and
  `with_view` no longer threads it in; `read_view/{deferred,info}.rs`
  call `self.id_tracker.deferred_*()` directly.
- `SparseVectorIndex` no longer stores its own copy and its
  `update_vector` / search debug-assert read from
  `self.id_tracker.borrow().deferred_internal_id()`.
- `VectorQueryContext.deferred_internal_id` and the
  `SegmentQueryContext::get_vector_context` parameter are gone; the
  three downstream readers (`plain_vector_index`, sparse search, sparse
  `update_vector`) consult their own id tracker.

`PointMappingsRefEnum` centralises the dispatch:

- `iter_internal_with_behavior(DeferredBehavior)` replaces ad-hoc
  branches in `iter_filtered_points` impls.
- `external_iter_cutoff(DeferredBehavior)` covers iterators sourced
  outside the mapping (field-index outputs in
  `struct_payload_index::iter_filtered_points`).
- The internal `deferred_internal_id()` accessor is private; the raw
  threshold no longer leaks to consumers.
- `iter_from_visible` / `iter_random_visible` read the mapping's own
  threshold; callers that previously passed
  `DeferredBehavior::apply(...)` now branch on
  `deferred_behavior.include_all_points()` (scroll / order_by) or simply
  drop the argument (sampling / facet).

`PayloadIndexRead::query_points` drops the now-redundant
`deferred_internal_id` parameter; `iter_filtered_points` takes
`DeferredBehavior` directly so HNSW build/search can request
`IncludeAll` while normal reads request `Exclude`.

RocksDB-related parts of the original PR are skipped — that tracker is
already gone from `dev`.

Tests adapted: sites that mutated `segment.deferred_point_status`
directly now construct a parallel non-deferred segment via
`create_deferred_segment(..., 0)` for comparison;
`test_deleted_deferred_point_count` reads counters through the id
tracker.

See `docs/plans/deferred-points-owned-by-id-tracker.md` for the design
write-up.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(benches): drop stale deferred_internal_id arg from query_points calls

The boolean / range / conditional bench files weren't built by
`cargo test -p segment`, so they slipped through. `cargo clippy
--workspace --all-targets` catches them.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor: drop id_tracker / point_mappings args from iter_filtered_points

Both impls already hold an id tracker on `self`:

- `StructPayloadIndexReadView` carries `id_tracker: &'a I`, so
  `self.id_tracker.point_mappings()` borrows from `'a` and the lazy
  iterator chain keeps working unchanged.
- `PlainPayloadIndex` carries `id_tracker: Arc<AtomicRefCell<...>>`,
  where the mapping borrow is local; collect into a `Vec` and return
  `into_iter()`. PlainPayloadIndex::iter_filtered_points has no direct
  callers — only `query_points` was using it — so eager collection is a
  non-issue.

While here, take `self` by value on `iter_internal_visible`,
`iter_from_visible`, `iter_random_visible`,
`iter_internal_with_behavior`, and `external_iter_cutoff`.
`PointMappingsRefEnum` is `Copy`; this matches the existing
`iter_internal` / `iter_from` / `iter_random` shape and lets the
iterator outlive a local `let point_mappings = ...;` binding.

The HNSW `condition_points` helper drops its now-unused `id_tracker`
parameter.

All callers (sampling, scroll, order_by, facet ×2, hnsw build/search)
just drop the two arguments.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: ignore /docs/plans/ and untrack the previously-committed plan

`docs/plans/` is a scratch directory for per-feature planning notes —
not something we want under source control. Add it to `.gitignore` and
drop the deferred-points plan that slipped into history; the design is
captured in the PR description.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor: replace external_iter_cutoff with filter_deferred iterator wrapper

Instead of exposing a raw `Option<PointOffsetType>` cutoff that every
caller has to apply with their own `.filter(...)`, give
`PointMappingsRefEnum` an iterator wrapper:

    fn filter_deferred<I: Iterator<Item = PointOffsetType>>(
        self,
        iter: I,
        deferred_behavior: DeferredBehavior,
    ) -> impl Iterator<Item = PointOffsetType>

It returns the iterator unchanged for `IncludeAll` (or when the mapping
has no threshold) and otherwise wraps it in a cutoff `.filter`,
dispatched via `itertools::Either` so the no-cutoff path stays
allocation-free.

The struct payload index's `iter_filtered_points` swaps its open-coded
filter for a single `point_mappings.filter_deferred(...)` call. The
deferred threshold no longer leaks out of `PointMappingsRefEnum`.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor: move deferred wrapping out of peek_top_all, gate it as test-only

`BatchFilteredSearcher::peek_top_all` baked the deferred cutoff into
its iterator construction, which was the last place outside
`PointMappingsRefEnum` that knew about the threshold. Split the
deleted-iteration concern out into a new accessor:

    fn iter_not_deleted(&self) -> impl Iterator<Item = PointOffsetType> + 'a

It borrows `&'a BitSlice` directly (not via `&self`), so callers can
chain `filter_deferred` and then move `self` into `peek_top_iter`
without lifetime conflicts.

Sparse + plain vector index call sites now do:

    let iter = id_tracker
        .point_mappings()
        .filter_deferred(searcher.iter_not_deleted(), DeferredBehavior::Exclude);
    searcher.peek_top_iter(iter, &is_stopped)

leaving `BatchFilteredSearcher` completely ignorant of deferred state.

With deferred handling lifted out, `peek_top_all` itself is now used
only by tests (3 inline `#[cfg(test)] mod tests`, 1 integration test,
1 bench) — gate it under `#[cfg(feature = "testing")]` to match
`new_for_test`. Production code goes through the
`iter_not_deleted` + `filter_deferred` + `peek_top_iter` composition.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor: optimize Segment::retrieve and thread user data through read_vectors

Two interlocking changes that together collapse the per-point lookups
and intermediate allocations in `Segment::retrieve` down to one
external-to-internal pass.

## `IdTrackerRead::resolve_external_ids` (new default trait method)

Single-pass translation of a `&[PointIdType]` slice into two parallel
vectors `(Vec<PointIdType>, Vec<PointOffsetType>)`. Folds deferred
filtering (compare offset against the threshold inline — no separate
`point_is_deferred` lookup) and missing-id errors (eager
`PointIdError`) into resolution.

Lives on the trait so the deferred threshold never leaks out of the id
tracker; the parallel-vector shape lets a future batched payload /
vector fetcher consume `&offsets` straight without unzipping. The
`appendable_flag` guard previously in `point_is_deferred` is gone:
non-appendable trackers always carry `deferred_internal_id() == None`
(set only via `MutableIdTracker::open`, guarded by the segment
constructor), so the check was load-bearing nowhere.

## User-data threading through `read_vectors`

`VectorStorageRead::read_vectors` now takes
`IntoIterator<Item = (U, PointOffsetType)>` and yields
`(U, PointOffsetType, CowVector)`. The user-data tag rides alongside
each offset all the way through, so callers can map results back into a
parallel array without keeping a separate `offset → ...` lookup table.

- Default trait impl: one-line per-key loop.
- Dense impl: `unzip()` into parallel `(Vec<U>, Vec<PointOffsetType>)`
  in a single pass — same allocation count as before, just U riding
  alongside.
- Enum delegations (`VectorStorageEnum`, `VectorStorageReadEnum`)
  forward unchanged.
- `for_each_in_batch` and below stay untouched.

`SegmentReadView::vectors_by_offsets<U: Copy>` becomes a lazy filter
chain — no parallel `Vec<(orig_idx, offset)>` allocation. The dead
`SegmentReadView::read_vectors` helper is removed.

## `Segment::retrieve` end-to-end

Per N points / V vectors / payload:

| Operation                  | Before              | After |
|----------------------------|---------------------|-------|
| `id_tracker.internal_id`   | N × (1 + V + 1)     | N     |
| `id_tracker.external_id`   | N × V               | 0     |
| `point_is_deferred`        | N (when applicable) | 0     |
| `offset_to_id` HashMap     | N entries           | none  |
| `Vec` in `vectors_by_offsets` | 1                | 0     |

The vectors stage passes the external id as `read_vectors`'s user
data — the callback gets `id` directly without any index lookup.
The payload stage uses `payload_by_offset` against the already-resolved
offsets. The shape is also batch-friendly: swapping in a future
`IdTrackerRead::batch_internal_id` or `payload_index.batch_get_payload`
needs no changes outside the two call sites.

## Behavioural notes

- Missing-id now errors eagerly inside resolution, instead of in the
  vectors stage (`WithVector::Bool(true)` / `Selector`) or payload
  stage (`with_payload.enable`). The previous `WithVector::Bool(false)`
  + no-payload path silently inserted an empty record; that is now also
  an error. None of the existing callers (search post-processing,
  external retrieve API, the deferred-points test on tests/mod.rs:1179)
  pass non-existent ids.
- Added a per-payload `check_stopped`; the vectors stage already had
  `stop_if` on its iterator chain.
- `vector_by_offset` (the single-element helper) passes `()` as the
  no-op user data.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* style: apply rustfmt to optimised retrieve / read_vectors paths

Pre-push hook failure on the previous commit was rustfmt. Same content,
formatted.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* do not error out on missing points in retrieve

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-19 00:02:22 +02:00
xzfc
a5e1cedf68 Error propagation for sparse InvertedIndex (#9076)
* Remove unused InvertedIndexMmap / InvertedIndexImmutableRam

* Error propagation for InvertedIndex trait
2026-05-18 20:40:34 +00:00
Jojii
9f76cb20ab Determinism for TQ Bits2 HNSW tests (#9036) 2026-05-14 11:07:51 +02:00
Jojii
2861c6118c Fix flaky oversampling assertion in HNSW quantization tests (#9029) 2026-05-13 12:55:03 +02:00
Andrey Vasnetsov
295e65e960 refactor(field_index): make FieldIndexRead a supertrait of PayloadFieldIndexRead (#8996)
* refactor(field_index): make FieldIndexRead a supertrait of PayloadFieldIndexRead

Removes the `get_payload_field_index_read() -> &dyn PayloadFieldIndexRead`
bridge from `FieldIndexRead` and the five default impls that forwarded
through it. The overlapping read methods now come from the supertrait
directly, eliminating one layer of dynamic dispatch on the hot read path:
`FieldIndex::filter` → variant match → concrete typed-index method.

`FieldIndex` gains a direct `impl PayloadFieldIndexRead` block with
per-method match arms, mirroring the existing dispatch shape used by
`get_telemetry_data`, `values_count`, etc.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: apply nightly rustfmt

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor(numeric_index): split mod.rs into focused submodules (#8997)

* refactor(numeric_index): split mod.rs into focused submodules

`numeric_index/mod.rs` was 1308 lines mixing the storage-dispatch enum,
the public `NumericIndex<T, P>` wrapper, three builders, per-(T, P)
`ValueIndexer` impls, and the `Encodable`/`StreamRange` traits — hard
to navigate.

Split into:
- `mod.rs` keeps the shared traits (`Encodable`, `StreamRange`),
  `Range<T>::as_index_key_bounds`, and re-exports.
- `wrapper.rs` — `NumericIndex<T, P>` + inherent impl + `NumericIndexIntoInnerValue` trait.
- `builders.rs` — `NumericIndexBuilder`, `NumericIndexMmapBuilder`, `NumericIndexGridstoreBuilder`.
- `value_indexer.rs` — `ValueIndexer` and per-(T, P) `value_retriever` inherent impls.
- `storage/` — the `NumericIndexInner` dispatch enum:
  - `storage/mod.rs` — enum + simple match-and-forward (constructors, lifecycle, telemetry, per-point access).
  - `storage/statistics.rs` — histogram-driven cardinality and point-count helpers.
  - `storage/trait_impls.rs` — `PayloadFieldIndex`, `PayloadFieldIndexRead`, `StreamRange` impls.

Pure code reorganization — no behavior change. A few inherent methods
on `NumericIndexInner` had to widen from private to `pub(super)` /
`pub(in crate::index::field_index::numeric_index)` to remain reachable
across the new module boundaries (and from `tests.rs`); the new
constructors (`NumericIndexMmapBuilder::new`,
`NumericIndexGridstoreBuilder::new`) replace direct field
construction across files.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor(numeric_index): rename wrapper.rs -> numeric_index.rs, move point_ids_by_value out of statistics

- Renamed `wrapper.rs` to `numeric_index.rs`, matching the central
  `NumericIndex` type and the surrounding module name.
- Moved `point_ids_by_value` from `storage/statistics.rs` to
  `storage/mod.rs` next to `get_values`. It is an exact value->points
  lookup primitive, not a cardinality estimate; the statistics module
  is left to the histogram-driven helpers.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(clippy): rename numeric_index submodule to index to fix module_inception lint

Clippy's module_inception rule disallows a module with the same name as
its containing module. Rename numeric_index.rs -> index.rs and update
the three internal references.

Co-authored-by: Cursor <cursoragent@cursor.com>

* refactor(field_index): push PayloadFieldIndexRead through NumericIndex and move special_check_condition per-variant (#8998)

Two related cleanups that share a theme — drop enum-level read dispatch
in favor of per-variant trait impls:

1. `NumericIndex<T, P>` now implements `PayloadFieldIndexRead` directly
   (forwarding to its inner storage enum). The four numeric arms in
   `FieldIndex`'s `impl PayloadFieldIndexRead` drop their `.inner()`
   calls, so all eleven variants now use a uniform `idx.<method>(...)`
   form.

2. `special_check_condition` moves from `FieldIndexRead` to
   `PayloadFieldIndexRead` with a default `Ok(None)` body.
   `FullTextIndex` (the only variant with non-trivial logic) overrides
   it. `NumericIndex<T, P>` forwards through to the inner enum, and
   the `FieldIndex` enum's match dispatch moves out of `FieldIndexRead`
   into `PayloadFieldIndexRead` for consistency with the other five
   trait methods. Removed the now-redundant declaration from
   `FieldIndexRead` (inherited via the supertrait).

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Cursor Agent <agent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Cursor Agent <agent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-12 13:09:19 +02:00
Andrey Vasnetsov
b91c85776a refactor: implement FieldIndexRead for FieldIndex (#8976)
* refactor: implement FieldIndexRead for FieldIndex

Move the 10 read-only inherent methods on FieldIndex (special_check_condition,
count_indexed_points, filter, estimate_cardinality, for_each_payload_block,
get_telemetry_data, values_count, values_is_empty, as_numeric, as_facet_index)
into impl FieldIndexRead for FieldIndex. Bodies are unchanged.

Write/lifecycle methods (add_point, remove_point, wipe, flusher, files,
immutable_files, ram_usage_bytes, is_on_disk, populate, clear_cache,
get_full_index_type) stay inherent on FieldIndex.

Call sites that hold &FieldIndex now resolve through the trait — added
`use ... FieldIndexRead;` imports where the compiler asked
(read_view/{payload_index_read,filtering}.rs, query_optimization/
condition_converter.rs and match_converter.rs, payload_storage/
query_checker.rs, two integration tests, full_text_index tests module).

StructPayloadIndex::get_facet_index keeps its concrete
OperationResult<FacetIndexEnum<'_>> return: the trait method as_facet_index
returns Option<impl FacetIndex + '_> (RPITIT) which can't be downcast back
to FacetIndexEnum, so the function inlines the variant match. Same shape as
before, just expressed locally.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor: remove unused StructPayloadIndex::get_facet_index

Confirmed dead code — the function had no callers anywhere in the workspace.
It was preserved across recent refactors (most recently #8967) but was never
referenced. Removing it also drops the now-unused JsonPath and FacetIndexEnum
imports in struct_payload_index/mod.rs.

This obsoletes the inline variant match introduced in the previous commit:
that match existed solely to keep get_facet_index returning the concrete
FacetIndexEnum<'_> when as_facet_index moved to the FieldIndexRead trait
with an opaque return. With get_facet_index gone, no workaround is needed.

The OperationError::MissingMapIndexForFacet variant stays — it is still used
by segment::read_view::facet and lib/collection/src/operations/types.rs.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-10 15:54:37 +02:00
Andrey Vasnetsov
8de9c11a5d refactor(index): drop PayloadIndex: PayloadIndexRead super-trait (#8969)
* refactor(index): drop PayloadIndex: PayloadIndexRead super-trait

`PayloadIndex` now only declares the mutating surface; reads live on
the sibling `PayloadIndexRead` trait. The previous super-trait
relationship forced any type that implemented `PayloadIndex` to also
implement `PayloadIndexRead`, blocking a future `PayloadIndexRead`-only
view that doesn't (and shouldn't) own the writable index machinery.

No behavioural change. Audit before committing showed no generic
bound site on `PayloadIndex` exists in the workspace, and every
caller that uses read methods already imports `PayloadIndexRead`
explicitly (the trait was already used as a generic bound on
`SegmentReadView`'s `TPayloadIndex` parameter and on
`iter_filtered_points`). The full workspace builds clean and all
segment / storage / collection tests pass without any consumer
update.

Doc comment on `PayloadIndex` updated to point readers at
`PayloadIndexRead` for the read surface.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor(index): introduce StructPayloadIndexReadView<P, I, V> (#8970)

Move the read surface of `StructPayloadIndex` onto a new borrowed view
struct generic over `<P: PayloadStorageRead, I: IdTrackerRead, V: VectorStorageRead>`.
The view holds exactly the fields that `PayloadIndexRead` requires --
no more, no less:

    pub struct StructPayloadIndexReadView<'a, P, I, V> {
        payload:         &'a Arc<AtomicRefCell<P>>,
        id_tracker:      &'a I,
        vector_storages: &'a HashMap<VectorNameBuf, Arc<AtomicRefCell<V>>>,
        field_indexes:   &'a IndexesMap,
        config:          &'a PayloadConfig,
        visited_pool:    &'a VisitedPool,
    }

`StructPayloadIndex` now exposes a `with_view(|v| ...)` accessor that
borrows `id_tracker` once at the top and constructs the view for the
closure scope. All read-method bodies move onto the view, which is the
sole `PayloadIndexRead` implementor for this index.

Why three generics
==================
- `P: PayloadStorageRead` -- already generic via PR #8968.
- `I: IdTrackerRead` -- direct method calls; held as `&I` (not
  `&Arc<AtomicRefCell<I>>`) because the cell is collapsed at the
  `with_view` boundary, saving a per-method `borrow()` atomic op.
  `dyn IdTrackerRead` does not satisfy `I: IdTrackerRead` bounds in
  Rust without an explicit blanket impl, so generic is the only
  consistent option here.
- `V: VectorStorageRead` -- the only access site is
  `available_vector_count()` for the `HasVector` cardinality branch
  (`condition_cardinality` in `read_view/filtering.rs`).

Why `payload` keeps the `Arc`
=============================
`PayloadProvider<P>::new(...)` (introduced in PR #8968) takes
`Arc<AtomicRefCell<P>>` so that the returned `FormulaScorer<'q>` /
`Box<dyn FilterContext + 'a>` can outlive the caller frame. The view
therefore holds `&'a Arc<AtomicRefCell<P>>` (asymmetric vs the bare
`&I` for `id_tracker`). Switching to a borrow-based provider would
require reworking `formula_scorer` / `filter_context` to callback
style; deferred to a follow-up if needed.

What does NOT move
==================
- `build_field_indexes` and `clear_index_for_point` stay on
  `StructPayloadIndex`. `build_field_indexes` is read-shaped but only
  has write-side callers, and pulls in the `selector` machinery which
  uses `path` + `storage_type`. Keeping it on the writable struct
  means `path` and `is_appendable` do not need to leak into the view.
- The `selector` / `selector_with_type` helpers stay on the writable
  struct for the same reason.
- The free helpers in `query_optimization/condition_converter.rs`
  (range / geo / null / is-empty checkers) stay where they are; their
  visibility is bumped from `fn` to `pub(in crate::index)` so the view
  can still call them.

Module layout
=============
    lib/segment/src/index/struct_payload_index/
        mod.rs                          # owning struct + with_view
        build.rs                        # write-side build coordination
        payload_index.rs                # impl PayloadIndex (mutating only)
        tests.rs
        read_view/
            mod.rs                      # view struct + module wiring
            payload_index_read.rs       # impl PayloadIndexRead for view
            filtering.rs                # struct_filtered_context, condition_cardinality, query_field, estimate_field_condition
            condition_converter.rs      # impl block from query_optimization/
            optimizer.rs                # impl block from query_optimization/
            value_retriever.rs          # impl block from query_optimization/
            tests.rs                    # smoke test that builds the view directly

Consumer migration
==================
- `Segment::with_view` nests the new `StructPayloadIndex::with_view`
  inside it; `SegmentReadViewFor<'s>` uses the view as its
  `TPayloadIndex` parameter.
- HNSW (`hnsw.rs`), sparse (`sparse_vector_index.rs`), plain
  (`plain_vector_index.rs`) call sites wrap their read-method calls in
  `payload_index.borrow().with_view(|v| ...)`.
- `Segment::get_indexed_fields`, `update_all_field_indices`, and
  `SegmentBuilder::build` switch to `with_view` for `indexed_fields()`
  / `get_payload_sequential()`.
- Integration tests and benches similarly migrate.
- `set_payload` (still on `PayloadIndex` write impl) inlines its
  former `self.get_payload(...)` call as `self.payload.borrow().get(...)`
  to avoid going through `with_view` from a `&mut self` write path.

Smoke test (`read_view/tests.rs`) constructs the view directly over
`InMemoryPayloadStorage` + `InMemoryIdTracker` + an empty vector-storage
map, and exercises `indexed_fields()`, `query_points()`, and
`available_point_count()` -- proving the view is genuinely decoupled
from `StructPayloadIndex`. This is the abstraction PR 4 will use to
wire a read-only segment.

Verified
========
- `cargo build --workspace --tests --benches` -- green
- `cargo test -p segment --lib` -- 666 passed (665 + 1 new smoke test), 0 failed
- `cargo test -p segment --tests` -- 120 integration tests pass
- `cargo test -p storage --lib` -- 44 passed
- `cargo test -p collection --lib` -- 197 passed
- `cargo clippy -p segment --tests --benches` -- clean

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-09 23:39:47 +02:00
Ivan Pleshkov
491712424d tq remove data fit option (#8943)
* tq disable data fit option

* remove any mention in grpc
2026-05-07 15:17:31 +02:00
Jojii
d3ad1ac988 API Adjustments for TQ (#8914)
* API Adjustments for TQ

* Clippy
2026-05-05 22:57:11 +02:00
generall
35c1a7c61c refactor(segment): finish scroll migration — move filtered_read_by_index to view
Step 5 leftover: with PayloadIndexRead.iter_filtered_points now on the
trait, filtered_read_by_index can move to the view alongside the other
three scroll helpers.

* `read_view/scroll.rs` gains `filtered_read_by_index` and the
  `read_filtered` orchestrator.
* `segment/scroll.rs` is deleted entirely; `mod scroll;` removed from
  `segment/mod.rs`.
* `Segment::read_filtered` collapses to a single
  `with_view(|v| v.read_filtered(...))` delegator.
* `scroll_filtering_test.rs` integration test calls
  `filtered_read_by_index` via `with_view`.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-04 13:31:35 +02:00
generall
bc353f4113 refactor(segment): migrate scroll helpers (3 of 4) to SegmentReadView
Step 5 of the SegmentReadView migration.

New `read_view/scroll.rs` module hosts:
* `should_pre_filter` — payload-index cardinality estimation,
  used by all three scroll-shaped trait methods (read_filtered,
  read_ordered_filtered, read_random_filtered).
* `read_by_id_stream` — streamed enumeration of visible points.
* `filtered_read_by_id_stream` — streamed enumeration with a
  payload-filter context applied.

`Segment`-side `read_filtered` collapses to a `with_view` orchestrator
(except for the `filtered_read_by_index` branch, see below).
`read_ordered_filtered` and `read_random_filtered` now route their
`should_pre_filter` calls through `with_view` (their own bodies migrate
in steps 6 and 7).

`filtered_read_by_index` stays on `Segment` for now: it depends on
`StructPayloadIndex::iter_filtered_points`, which is an inherent method
that takes the concrete `&IdTrackerEnum` and returns `impl Iterator`.
Migrating it cleanly requires extending `PayloadIndexRead` with a
trait-object-friendly version of that method, which is the same
prerequisite Steps 6/7/8 will need (sampling, order_by, facet all use
`iter_filtered_points`). I will do that as a focused pre-step before
Step 6.

`deferred_internal_id` / `deferred_deleted_count` view helpers bumped
from private to `pub(super)` so the new `scroll` module can call them.

`scroll_filtering_test.rs` integration test updated to call
`filtered_read_by_id_stream` via `with_view`.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-04 13:31:35 +02:00
Daniel Boros
76031bd261 feat: split read only payload index (#8858)
* feat: split read only payload index

* fix: imports

* fix: linter
2026-04-30 19:58:25 +02:00
Andrey Vasnetsov
483809294d split read only vector index (#8855)
* [AI] split trait for vector index into read only

* fmt

* gpu fix

* fmt
2026-04-30 17:17:48 +02:00
Andrey Vasnetsov
144528da31 split read only vector store (#8852)
* [AI] split trait for vector store into read only

* fmt

* fix: trait import

---------

Co-authored-by: Daniel Boros <dancixx@gmail.com>
2026-04-30 16:27:12 +02:00
Andrey Vasnetsov
c1597ac57e Split IdTracker trait into IdTrackerRead and IdTracker (#8826)
Read-only methods now live on a separate IdTrackerRead trait, with the
mutating IdTracker trait extending it. This lets read-only call sites
depend only on the read API.

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 09:20:45 +02:00
Jojii
9bd24411c3 TurboQuant E2E segment-level HNSW tests (#8799)
* [ai + manual] HNSW Quantization tests for TQ + better error calculation

* Compare TQ 1/1.5 bits to binary quantization
2026-04-28 11:16:08 +02:00
xzfc
bc958cec96 Callback-based for_each_payload_block (#8766) 2026-04-27 11:07:43 +00:00
Ivan Boldyrev
8046c1c453 Immutable storage null index (#8653)
* Immutable null storage index

Add `ImmutableNullIndex` that uses segment-level deleted points to
update in-memory indexes without modifying the storage.

* Integrate `ImmutableNullIndex`

* Some refinements

* Fix merge conflicts

* Apply review suggestions

* [ai] Get rid of delegate

* Fix tests

* Fix reopen null index

* code review

* nitpicks

* cut duplication

---------

Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Arnaud Gourlay <arnaud.gourlay@gmail.com>
2026-04-27 12:26:55 +02:00
Arnaud Gourlay
d43635129f Fix bool index reload as immutable on appendable segments (#8785) 2026-04-24 12:52:43 +02:00
Tim Visée
74e51f7339 Claude: simplify codebase (#8627)
* [ai] Replace manual into mappings with Into::into

* Reformat

* [ai] Use implicit .iter

* Don't iterate over keys too

* [ai] Replace unwrap_or

* Reformat

* [ai] Use as_deref and then_some

* [ai] Use more to_string

* [ai] Use explicitly typed into conversions

* Reformat

* [ai] More explicit into conversions

* Reformat
2026-04-09 10:02:45 +02:00
Andrey Vasnetsov
fbe97813d4 Flacky gpu filterable test (#8519)
* measure filterable hnsw indexed vs unindexs + cpu vs gpu

* measure filterable hnsw indexed vs unindexs + cpu vs gpu

* limit GPU parallelism

* address review
2026-04-08 00:38:23 +02:00
Andrey Vasnetsov
f5474ef248 Propagate HardwareCounterCell through MmapMapIndex::get_values (#8574)
* Propagate HardwareCounterCell through MmapMapIndex::get_values

Previously, `MmapMapIndex::get_values` used `ConditionedCounter::never()`,
which silently skipped all hardware IO counter tracking for mmap map index
value reads. This propagates a real `HardwareCounterCell` through the full
call chain so that disk IO from `values_iter` is properly measured.

Changes:
- `MmapMapIndex::get_values` now accepts `&HardwareCounterCell`, creates a
  `ConditionedCounter` via `make_conditioned_counter`, and measures the
  `deleted` bitvec access (matching `check_values_any` behavior).
- `MapIndex::get_values` forwards the counter to the `Mmap` variant.
- `FacetIndex::get_point_values` trait method now accepts `&HardwareCounterCell`,
  propagated through `FacetIndexEnum` and both impls (MapIndex, BoolIndex).
- `indexed_variable_retriever` accepts and forwards the counter to
  `IntMapIndex`, `KeywordIndex`, and `UuidMapIndex` calls.
- `SegmentBuilder::update` and `_get_ordering_value` accept and propagate
  the counter instead of creating disposable instances.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* feat: add test

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel Boros <dancixx@gmail.com>
2026-04-01 10:26:20 +02:00
xzfc
0b0df145b3 Drop RocksDB (#8529)
* Skip broken tests

* Add rocksdb dropper

This is a temporary tool. It will be removed later in this PR.

* [automated] Drop rocksdb

This commit is made by running tools/rocksdb/drop.sh

* Touch-up after ast-grep

The previous automated commit removed items, but not their comments.
Also, some blocks are left with only one item.
Also, ast-grep can't handle macros like `vec![]`.

This commit completes the job.

* Remove RocksDB dropper

* Remove mentions of rocksdb feature in CI

* Fix clippy warnings

These `FIXME` comments added previously in this PR by ast-grep by
"peeling" cfg_attr like this:

    -#[cfg_attr(not(feature = "rocksdb"), expect(...))]
    +#[expect(...)] // FIXME(rocksdb): ...

This commit removes these allow/expect attributes and fixes clippy
lints.

* Remove leftover rocksdb-related code

Removed:
- Cargo.toml: rocksdb cargo feature flag and dependencies.
- code: rocksdb-related items that was not under feature flag.
- flags.rs: rocksdb-related qdrant feature flags.

Disabled:
- Some benchmarks because these do not compile now.

* Print warning if rocksdb leftovers found in snapshots

* Remove Clone from tokenizer

* Regenerate openapi.json
2026-03-31 18:08:39 +00:00
Jojii
6fc6bcc5b3 Don't insert deferred points into sparse index (#8435)
* Don't insert deferred points into sparse index

# Conflicts:
#	lib/segment/src/segment/tests.rs
#	lib/segment/src/segment_constructor/segment_constructor_base.rs

# Conflicts:
#	lib/segment/src/segment_constructor/segment_constructor_base.rs

* Clippy

* Assert consistency of deferred_internal_id var

* Return before SparseVector conversion in case of deferred point

* Use debug_assert instead
2026-03-25 15:37:32 +01:00
Ivan Boldyrev
2a0b95b08d Further split segment traits (#8434)
* Refactor: `SearchSegmentEntry` for search ops

* Move `has_deferrend_points_method`

to `SearchSegmentEntry`

* Reorg imports

* Renamings per review

* fixup! Renamings per review

* `StorageSegmentEntry` trait

It contains methods dealing with storage and syncronization

* Move index methods from `ReadSegmentEntry`

to `SegmentEntry`

* Add `_concurrent` suffix to some methods

* move field index methods into NonAppendableSegmentEntry

---------

Co-authored-by: generall <andrey@vasnetsov.com>
2026-03-24 10:02:53 +01:00
xzfc
6ddb81d1b6 Propagate OperationResult [3/4]: estimate_cardinality (#8446) 2026-03-23 11:51:48 +00:00
xzfc
7bd5759105 Touch-up UIO traits (#8457)
* UIO traits: require Sized

I don't think we ever going to add unsized implementation. So, lets,
require it on the whole trait rather than on individual methods.

* Move `AccessPattern` to the `common` package

Was: segment::vector_storage::vector_storage_base::AccessPattern
Now: common::generic_consts::AccessPattern

* UIO traits: replace `bool` with `AccessPattern`
2026-03-19 20:28:21 +00:00
Ivan Boldyrev
9146dc4bfe Explicit point_mappings guard (#8261)
Instead of `IdTracker` to have `iter_*` methods, it now has a `point_mappings()` method, returning a guard to `PointMapping` value.  It prepares for moving the point_mappings under a lock to allow parallel searches and deletions.

Also, an incorrect unsafe in `Segment::iter_points` is replaced by a safe version with `self_cell`.
2026-03-20 03:07:21 +07:00
xzfc
9aaa7c649b Propagate OperationResult [2/4]: SegmentEntry (#8445) 2026-03-19 05:40:49 +00:00
xzfc
7988eeef45 Propagate OperationResult [1/4]: payload_blocks (#8444) 2026-03-18 15:21:19 +00:00
qdrant-cloud-bot
5d148dcd61 Speed up slow unit tests (#8385)
Reduce test parameters across 5 areas to cut test runtime without
sacrificing coverage:

1. HNSW PQ tests: lower vector dimensionality from 131 to 64 for product
   quantization variants, cutting PQ codebook training time (~31s -> ~8s)

2. HNSW index build: use 2 threads instead of 1 for index construction;
   the tests only check accuracy above a threshold so determinism is not
   required

3. Search attempts: reduce from 10 to 5 query vectors per test

4. Rescoring: skip the expensive re-upsert-all-as-zeros rescoring check
   for PQ tests (already covered by scalar quantization variants)

5. Near-miss speedups:
   - WAL: reduce QuickCheck iterations from 100 to 50
   - Gridstore: halve operation counts, drop 64-byte block size case,
     reduce proptest cases for gap search
   - Continuous snapshot: reduce timeout from 20s to 10s

Made-with: Cursor

Co-authored-by: Cursor Agent <agent@cursor.com>
2026-03-13 18:27:44 +01:00
xzfc
8ab0057566 DiscoveryQuery -> DiscoverQuery (#8378) 2026-03-12 19:54:34 +01:00
Jojii
e7e5f4cc4f Filter deferred points: facets (#8313)
* Filter deferred: facets

* Add test (facet)

* Review remark

* Review remarks

* Fix unique_values returning values even if occurring only in deferred
points

* Clippy

* Rename Filter=>Exclude
2026-03-11 17:31:53 +01:00
Jojii
f91e2179d5 Disable deferred point filtering in resharding (#8310)
* Add ignore_deferred flag for internal scroll API

* Ignore deferred points in ProxyShard::update

* Use enum instead of bool as type in function parameters

* Use consistent parameter name

* fmt

* Apply suggestions from code review

Co-authored-by: Tim Visée <tim+github@visee.me>

* More explicit naming

* Add DeferredBehavior to `count()` and disable filtering in stream_records

* Don't filter `retrieve()` everywhere

* Use consistent filter behavior in read operations

* Add TODO for ignored parameter in remote_shard

* Rebase fixes

---------

Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Tim Visée <tim+github@visee.me>
2026-03-11 16:13:26 +01:00
Jojii
6c2e5ada2c Filter deferred points in read operations Part 1 (Search, Scroll, Count) (#8283)
* Implement filtering: Search

* Add tests for search and read_filtered

* Implement filtering: read_ordered_filtered + Tests

* Codespell + Clippy

* Reduce code duplication in tests

* Use helper methods of Id tracker

* Implement filtering: Random Scroll

* fixes after rebase

* [Unittest] Only set deferred ID if deferred points exist

* [Unit test] Reduce combinations in segment creation test

---------

Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
2026-03-11 09:18:57 +01:00
qdrant-cloud-bot
7e15d343c2 Introduce EdgeShardConfig for edge shard (#8322)
* Introduce EdgeShardConfig for edge shard

- Add EdgeShardConfig and EdgeOptimizersConfig in lib/edge/src/config.rs
  - Segment config (vector_data, sparse_vector_data, payload_storage_type)
  - Global hnsw_config and per-vector HNSW in segment config
  - Optimizer params: deleted_threshold, vacuum_min_vector_number,
    default_segment_number, max_segment_size, indexing_threshold,
    prevent_unoptimized (excludes memmap_threshold, flush_interval_sec,
    max_optimization_threads)
- Persist/load as edge_config.json in shard path
- EdgeShard uses RwLock<EdgeShardConfig>; load() accepts Option<EdgeShardConfig>,
  falls back to file or infer from segments; compatibility checked on load
- load_with_segment_config() for backward compatibility (SegmentConfig -> EdgeShardConfig)
- optimize() uses EdgeShardConfig for hnsw and optimizer thresholds
- Public methods: set_hnsw_config(), set_vector_hnsw_config(), set_optimizers_config()
  (update and persist)
- Python and examples use load_with_segment_config with existing config API

Made-with: Cursor

* Refactor EdgeShardConfig: user-facing params only, config module

- Replace SegmentConfig inside EdgeShardConfig with user-facing fields:
  - on_disk_payload (bool) instead of payload_storage_type
  - vectors: HashMap<VectorNameBuf, EdgeVectorParams> with on_disk per vector,
    no per-vector quantization; global quantization_config only
  - sparse_vectors: HashMap<VectorNameBuf, EdgeSparseVectorParams> with on_disk
- EdgeVectorParams / EdgeSparseVectorParams use on_disk (bool) instead of
  storage_type; conversion to VectorDataConfig/SparseVectorDataConfig in
  to_segment_config()
- Add config module: mod.rs, optimizers.rs, vectors.rs, shard.rs
- from_segment_config(&SegmentConfig) fills all inferrable params
- to_segment_config() builds SegmentConfig for segments and optimize()
- load_with_segment_config takes Option<SegmentConfig>, uses from_segment_config

Made-with: Cursor

* Move optimizer threshold helpers to shard crate

- Add get_number_segments, get_indexing_threshold_kb, get_max_segment_size_kb,
  get_deferred_points_threshold_bytes in shard::optimizers::config
- Collection OptimizersConfig and edge EdgeOptimizersConfig delegate to these
- Single place for threshold logic; collection and edge use shard helpers

Made-with: Cursor

* Use destructuring in config conversions to avoid missing new fields

- EdgeVectorParams: destructure VectorDataConfig in from_*, destructure self in to_vector_data_config
- EdgeSparseVectorParams: destructure SparseVectorDataConfig and SparseIndexConfig in from_*, destructure self in to_sparse_vector_data_config
- EdgeShardConfig: destructure SegmentConfig in from_segment_config, destructure self in to_segment_config
Adding new fields to source structs will now cause compile errors until conversions are updated.

Made-with: Cursor

* refactor: centralize on_disk_payload→payload_storage_type, on_disk→storage_type, and appendable quantization logic

- PayloadStorageType::from_on_disk_payload(bool) in segment (Mmap/InRamMmap)
- VectorStorageType::from_on_disk(bool) in segment (ChunkedMmap/InRamChunkedMmap)
- QuantizationConfig::for_appendable_segment(Option<&Self>) in segment (feature flag + supports_appendable)
- collection: use from_on_disk_payload in non-rocksdb branch
- edge shard/vectors: use new helpers; remove duplicated conditionals
- shard optimizers: use from_on_disk and for_appendable_segment

Made-with: Cursor

* refactor(edge): use EdgeShardConfig directly, drop segment_config

- Add plain_segment_config() for create_appendable_segment (no HNSW)
- Add segment_optimizer_config() built from EdgeShardConfig for blocking optimizers
- Add vector_data_config(name) for query/MMR
- build_blocking_optimizers: use segment_optimizer_config() instead of SegmentConfig
- create_appendable_segment: use plain_segment_config()
- search/query: use config().vectors and vector_data_config() instead of segment_config()
- Remove segment_config() from EdgeShardConfig and EdgeShard
- Add to_plain_vector_data_config on EdgeVectorParams

Made-with: Cursor

* [manual] review changes

* refactor(edge-py): wrap EdgeShardConfig, add EdgeVectorParams/EdgeSparseVectorParams

- PyEdgeConfig now wraps EdgeShardConfig (vectors, sparse_vectors, on_disk_payload, etc.)
- PyEdgeVectorParams / PyEdgeSparseVectorParams wrap edge config types
- PyEdgeOptimizersConfig for optional optimizer settings
- EdgeShard.load() uses EdgeShardConfig; edge::config made pub for Python crate
- cargo fmt + clippy (remove map_identity)

Made-with: Cursor

* refactor(edge-py): simplify config API, remove unused Py* types, add EdgeConfig

- Remove unused PyPayloadStorageType, PyVectorDataConfig, PyVectorStorageType,
  PySparseVectorDataConfig, PySparseVectorStorageType from Python bindings
- Move PyEdgeOptimizersConfig to lib/edge/python/src/config/optimizers.rs
- Update qdrant_edge.pyi: EdgeConfig with vectors/sparse_vectors,
  EdgeVectorParams, EdgeSparseVectorParams, EdgeOptimizersConfig
- Update examples (common.py, repr.py) to use new config API
- Run cargo fmt

Made-with: Cursor

* [manual] review changes

* [manual] review changes

* [manual] fix test

* Address CodeRabbit review comments for PR 8322 (#8324)

* Address CodeRabbit review comments for PR 8322

- Python examples: explicit imports (repr.py, common.py) and new EdgeConfig API
- HnswIndexConfig: add max_indexing_threads param and property in .pyi and Rust bindings
- EdgeConfig: make vectors optional for sparse-only configs; validate at least one of vectors/sparse_vectors
- EdgeShardConfig::load: use try_exists(), propagate I/O errors
- from_segment_config: infer hnsw_config from per-vector HNSW when all agree
- EdgeShard setters: atomic clone-mutate-save-then-replace; persist config save errors
- Segment compat: prefix vector name in error messages; resolve None datatype to Float32
- max_indexing_threads: preserve 0 (auto) sentinel in trait default; remove per-optimizer overrides
- SegmentOptimizerConfig:🆕 build plain and optimizer maps in single pass
- config_mismatch_optimizer tests: use VectorNameBuf::from() instead of .into()
- vectors.rs: doc updates for per-vector quantization

Made-with: Cursor

* Address @generall review: SaveOnDisk for config, resolve num_rayon_threads in optimizer

- Use SaveOnDisk<EdgeShardConfig> for EdgeShard config (generall: 'We have SaveOnDisk struct for this')
  - Create via SaveOnDisk::new() after resolving config; setters use .write() for atomic persist
  - set_vector_hnsw_config: clone then mutate then write (fallible setter)
- max_indexing_threads: resolve 0 (auto) via num_rayon_threads inside impl (generall: 'proper solution would be to resolve num_rayon_threads inside the optimizer impl')
  - max_indexing_threads_sentinel_aware() now returns Some(num_rayon_threads(raw)) so callers get actual thread count

Made-with: Cursor

* [manual] reorganize num_rayon_threads -> get_num_indexing_threads to better account per-vector configuration

---------

Co-authored-by: Cursor Agent <agent@cursor.com>
Co-authored-by: generall <andrey@vasnetsov.com>

* update docstring and pyi

* fmt

* fmt

* clipy

---------

Co-authored-by: Cursor Agent <agent@cursor.com>
Co-authored-by: generall <andrey@vasnetsov.com>
2026-03-10 00:10:04 +01:00
Ivan Pleshkov
30cf43382b Deferred threshold integration (#8246)
* Deferred threshold integration

* update deferred id

* apply update_deferred_internal_id

* fix segment inspector

* use avaliable bytes count

* renamings

* review remarks

* review remarks

* move has_deferred_points

* remove todo

* update comments
2026-03-02 09:57:19 +01:00
krapcys1-maker
3ddf6234e1 test(segment): stabilize building cancellation timing assertions (#8243)
Co-authored-by: local-user <local-user@local>
2026-02-27 13:08:35 +01:00
dependabot[bot]
18a7587d4b build(deps): bump rand_distr from 0.5.1 to 0.6.0 (#8148)
* build(deps): bump rand_distr from 0.5.1 to 0.6.0

Bumps [rand_distr](https://github.com/rust-random/rand_distr) from 0.5.1 to 0.6.0.
- [Release notes](https://github.com/rust-random/rand_distr/releases)
- [Changelog](https://github.com/rust-random/rand_distr/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rust-random/rand_distr/compare/0.5.1...0.6.0)

---
updated-dependencies:
- dependency-name: rand_distr
  dependency-version: 0.6.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

* Migrate main code base to rand 0.10

* Migrate tests

* Migrate benches

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: timvisee <tim@visee.me>
2026-02-25 14:15:04 +01:00
Ivan Pleshkov
6382d1a7d2 remove rocksdb from gpu tests (#8211) 2026-02-24 16:17:26 +01:00
Ivan Boldyrev
9bf8369a6a Use IdTrackerEnum type instead of dyn IdTracker (#8168)
* Use `IdTrackerEnum` type instead of `dyn IdTracker`

It would allow to be more flexible on the IdTracker trait, making it
dyn-incompatible eventually.

Coauthored with Claude Code.

* Review fixes
2026-02-24 10:53:23 +01:00
xzfc
4cabb7fd8e Merge io and memory into common (#8155)
* Unify parking_lot/arc_lock feature

* Move lib/common/{io,memory}/* -> lib/common/common/*

- Mmap-related items are grouped into `common::mmap` sub-module:
  - `memory/src/chunked_utils.rs`      -> `common/src/mmap/chunked.rs`
  - `memory/src/madvise.rs`            -> `common/src/mmap/advice.rs`
  - `memory/src/mmap_ops.rs`           -> `common/src/mmap/ops.rs`
  - `memory/src/mmap_type_readonly.rs` -> `common/src/mmap/mmap_readonly.rs`
  - `memory/src/mmap_type.rs`          -> `common/src/mmap/mmap_rw.rs`
- Filesystem-related items are grouped into `common::fs` sub-module:
  - `common/src/fs.rs`          -> `common/src/fs/sync.rs`
  - `io/src/file_operations.rs` -> `common/src/fs/ops.rs`
  - `io/src/move_files.rs`      -> `common/src/fs/move.rs`
  - `io/src/safe_delete.rs`     -> `common/src/fs/safe_delete.rs`
  - `memory/src/checkfs.rs`     -> `common/src/fs/check.rs`
  - `memory/src/fadvise.rs`     -> `common/src/fs/fadvise.rs`
- Rest is moved straight into `common`:
  - `io/src/storage_version.rs` -> `common/src/storage_version.rs`

The old `io` and `memory` are now hollow crates that re-export items
from `common`. These hollow crates will be removed in next commits.

* Replace uses of `io` and `memory` with new paths in `common`

Since `io` and `memory` are just re-exports of `common`, these
replacements are no-op.

* Remove `io` and `memory` crates
2026-02-17 10:58:59 +01:00
Ivan Boldyrev
56799122b0 Split SegmentEntry into appendable and non-appendable part (#8047)
* Split `SegmentEntry`

Add `ImmutableSegmentEntry` for operations that can be applied to
immutable segments, and make the `SegmentEntry` as it subtrait.

* Rename to `NonAppendableSegmentEntry`

It differs semantically from `ImmutableSegmentEntry` by allowing point
deletion.  Move point deletion to the trait too.

* Fix docstring

* use NonAppendableSegmentEntry where possible

---------

Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
2026-02-05 15:46:58 +01:00
Andrey Vasnetsov
f403f6d00d Streaming snapshot unpacking (#8025)
* download tar

* compute sha256 for stream download

* wip: propagate unpacking into down to the logic, todo: validation

* unpacked snapshot validation

* Minor tweaks

* Fix typo

* validation during unpack

* cancellation token

* update docstring

* remove redundant dep

* Rearrange unpack functions

- Rename `safe_unpack.rs` into `tar_unpack.rs` so it would be listed
  near `tar_ext.rs` in IDEs.
- Replace calls like `ar = open_snapshot_archive(…); safe_unpack(ar, …);`
  with a single call to `tar_unpack_file(…)`.
- Put calls to `Archive::new(); Archive::set_overwrite(false);` inside
  `tar_unpack_reader` (was `safe_unpack`). So, now it is the only place
  that does `set_overwrite`.

* Let clippy complain if tar::Archive::unpack used

* Mock snapshot download URL

Instead of downloading from storage.googleapis.com every time the test
runs, put small snapshot file to the repo.

The snapshot file is created using this command:

    curl -s \
      https://storage.googleapis.com/qdrant-benchmark-snapshots/test-shard.snapshot \
    | tar \
      --delete segments/4ea958d8-0b64-4312-9a53-0cd857e93535.tar \
      --delete segments/65ac6276-8cca-4f5c-b767-9722190cee8b.tar \
      > lib/storage/src/content_manager/snapshots/test-shard.snapshot

File contents:

    $ tar tf lib/storage/src/content_manager/snapshots/test-shard.snapshot
    wal/
    wal/closed-255
    newest_clocks.json
    replica_state.json
    shard_config.json
    
    $ du -sh lib/storage/src/content_manager/snapshots/test-shard.snapshot
    12K	lib/storage/src/content_manager/snapshots/test-shard.snapshot
    
    $ sha256sum < lib/storage/src/content_manager/snapshots/test-shard.snapshot       
    5d94eac5c1ede3994a28bc406120046c37370d5d45b489a0d2252531b4e3e1f2  -

---------

Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: xzfc <xzfcpw@gmail.com>
2026-02-03 12:19:18 +01:00