Files
qdrant/lib/edge
Andrey Vasnetsov 446d140c2d Slice filtering condition: sliced scroll / deterministic sampling (#9899)
* feat: slice filtering condition for sliced scroll and deterministic sampling

Add a `slice` filter condition selecting points where
`stable_hash(point_id) % total == index`. The hash is SipHash-2-4 with a
zero key over canonical id bytes (8 LE bytes for numeric ids, 16 RFC 4122
bytes for UUIDs) — a frozen public contract, independent of the internal
resharding ring hash, reproducible by clients to predict membership.

For a fixed `total`, slices are disjoint and cover all points, enabling
parallel scroll streams (ES sliced-scroll style) and reproducible sampling
that composes with any other filter condition.

- REST: `{"slice": {"total": N, "index": R}}`; gRPC: `SliceCondition` in
  the condition oneof (tag 8)
- Evaluated per point via id_tracker external-id lookup; no payload index
  needed; cardinality estimated as `points / total` with no primary clause
- `total >= 1` enforced by NonZeroU32 at parse time, `index < total` by
  validation in both REST and gRPC paths
- Hash contract locked by test vectors independently reproduced with a
  reference SipHash-2-4 implementation

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* tests: minimal OpenAPI test for slice filter condition

Scrolls all slices of a fixed total over numeric + UUID ids asserting
disjointness and full coverage, checks must_not inversion, and pins the
two rejection paths (422 for index >= total, 400 for total = 0). Requests
and responses are validated against the regenerated OpenAPI spec by the
test harness.

Note: the spec cannot itself reject total = 0 client-side — the Condition
anyOf falls through to the permissive Filter schema, as with any invalid
condition — so rejection is asserted via the server response.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 17:45:17 +02:00
..
2026-03-11 17:13:46 +00:00
2026-04-08 10:14:04 +02:00
2026-03-11 17:13:46 +00:00

crates.io PyPI

This dir contains a Justfile with recipes to build/check/run examples for edge packages. Install https://github.com/casey/just to use it.

Rust Qdrant Edge package

Rust Qdrant Edge workspace lives in the publish directory. It's a separate workspace, not tied to the main workspace.

The qdrant-edge package is autogenerated by the amalgamate.py script and placed in the ./publish/qdrant-edge directory (gitignored).

If you need to make changes in the qdrant-edge package, edit the original packages in this repo (/lib in the repo root).

just rs-examples
# Or, manually:
./amalgamate.py
cargo check -p examples
cargo run -p examples --bin demo
cargo run -p examples --bin …

(see full binary list in publish/examples/src/bin)

How to publish Rust Package to crates.io

  1. Update the VERSION in publish/amalgamate.py.
  2. Run Qdrant Edge Rust Release workflow.

Python Qdrant Edge package

It's in the python directory. It's part of the main workspace, unlike the Rust package.

just py-build
just py-examples

Or, manually:

# Setup environment
cd lib/edge/python
python -m venv .venv
source .venv/bin/activate

pip install --user maturin

# Build and install the package:
cd lib/edge/python
maturin develop --no-default-features

# Run example:
python examples/demo.py