Visitar URL original
feat: Add ScyllaDB online store with vector search by zseta · Pull Request #6508 · feast-dev/feast · GitHub
Skip to content

feat: Add ScyllaDB online store with vector search #6508

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
franciscojavierarceo merged 14 commits into from
Jul 8, 2026
Merged

feat: Add ScyllaDB online store with vector search #6508

Changes from 1 commit
Commits
Show all changes
14 commits
Select commit Hold shift + click to select a range
3118ac9
feat: add ScyllaDB online store with vector search
zseta Jun 12, 2026
a30364c
refactor: update integration tests to use local Docker stack
zseta Jun 18, 2026
7ef5e21
add testcontainers that support vectors
zseta Jun 18, 2026
a113fd5
fix vector support and refactor
zseta Jun 18, 2026
ec48773
docs update
zseta Jun 18, 2026
09f8d32
add support for native TTL, set local_quorum as default
zseta Jun 18, 2026
b42809e
docs fixes
zseta Jun 18, 2026
08573c6
add tests
zseta Jun 18, 2026
de1a61b
lint fix
zseta Jun 18, 2026
47c4e53
refactor: use one table for both vector and non-vector data
zseta Jun 23, 2026
6d7db1e
fix lint
zseta Jun 23, 2026
496c174
fix lint
zseta Jun 23, 2026
61f980f
Merge branch 'master' into scylladb-native-online-store
zseta Jul 8, 2026
5d2ed2f
Merge branch 'master' into scylladb-native-online-store
franciscojavierarceo Jul 8, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
fix lint 
Signed-off-by: Attila Toth <attila.toth@scylladb.com>
  • Loading branch information
@zseta
zseta committed Jun 23, 2026
commit 496c174ffaf921399b9735ac5809cc78a4a6a30b
11 changes: 8 additions & 3 deletions sdk/python/feast/infra/online_stores/scylladb_online_store/scylladb.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -52,6 +52,7 @@
# CQL templates
# ---------------------------------------------------------------------------


def _build_create_table_cql(fqtable: str, dim: Optional[int]) -> str:
"""Return a CREATE TABLE CQL string, optionally including the vector column.

Expand Down Expand Up @@ -352,7 +353,7 @@ def _get_session(self, config: RepoConfig) -> Session:
# Connect without a keyspace first so we can create it if needed.
session = self._cluster.connect()
session.execute(
f"CREATE KEYSPACE IF NOT EXISTS \"{keyspace}\""
f'CREATE KEYSPACE IF NOT EXISTS "{keyspace}"'
" WITH replication = {'class': 'NetworkTopologyStrategy', 'replication_factor': '3'};"
)
session.set_keyspace(keyspace)
Expand Down Expand Up @@ -724,7 +725,9 @@ def retrieve_online_documents_v2(
"dot": "DOT_PRODUCT",
}
candidate = distance_metric.upper()
sim_func = _METRIC_ALIASES.get(distance_metric, _METRIC_ALIASES.get(candidate, candidate))
sim_func = _METRIC_ALIASES.get(
distance_metric, _METRIC_ALIASES.get(candidate, candidate)
)

sim_expr_template = _SIM_FUNC_EXPR.get(sim_func)
if sim_expr_template is None:
Expand All @@ -749,7 +752,9 @@ def retrieve_online_documents_v2(
# 2. WHERE feature_name = ? → vec_feature
# 3. ORDER BY vector_value ANN OF ? → embedding
# 4. LIMIT ? → top_k
ann_rows = list(session.execute(ann_stmt, (embedding, vec_feature, embedding, top_k)))
ann_rows = list(
session.execute(ann_stmt, (embedding, vec_feature, embedding, top_k))
)

if not ann_rows:
return []
Expand Down
Loading