Files
lancedb/java
Xuanwo ad1212fb32 chore: update Lance to v15.0.0-beta.2 (#4690)
**Blocked on the corrected Lance release:**
https://github.com/lance-format/lance/pull/10370 restores the `Send`
contract required by downstream Function workers. Refresh this upgrade
with that release before merging.

Upgrade the Rust, Java, and Python Lance dependencies to
https://github.com/lance-format/lance/releases/tag/v15.0.0-beta.2. This
brings in bounded vector-index consolidation without retraining
(https://github.com/lance-format/lance/pull/10335) and deletion
filtering for index entries whose fragment coverage was pruned
(https://github.com/lance-format/lance/pull/10325).

Synchronize the vendored `lance-arrow` with the release and retain its
offset-safe validity patch. The existing `nullable_struct_merge`
regression still panics with the unpatched release, so removing that
patch would regress nullable nested queries. Refresh both lockfiles,
including the `zstd-sys` version required by the new Lance encoding
dependency.

Update the custom memtable bitmap test adapter to train on row
addresses, matching the new bitmap contract; remove its obsolete row-ID
conversion.

Preserve the Blob APIs' existing missing-row error messages when newer
Lance rejects a missing fragment earlier in the read path. Retain
upstream attribution in vendored sources while satisfying the repository
license-header check.

Validation of the compatibility fixes: all 58 Rust Blob integration
tests and 219 Python Blob tests pass (one Python test skipped). Strict
workspace Clippy, formatting, and diff checks pass.
2026-10-27 17:35:43 +08:00
..

LanceDB Java Enterprise Client

Configuration and Initialization

LanceDB Cloud

For LanceDB Cloud, use the simplified builder API:

import com.lancedb.LanceDbNamespaceClientBuilder;
import org.lance.namespace.LanceNamespace;

// If your DB url is db://example-db, then your database here is example-db
LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
    .apiKey("your_lancedb_cloud_api_key")
    .database("your_database_name")
    .build();

LanceDB Enterprise

For Enterprise deployments, use your custom endpoint:

LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
    .apiKey("your_lancedb_enterprise_api_key")
    .database("your_database_name")
    .endpoint("<your_enterprise_endpoint>")
    .build();

RTE write path

Most table operations reach LanceDB through the LanceNamespace above, which is generated from the Lance Namespace specification. The RTE LSM routes are not part of that specification, so they are issued through a separate client:

import com.lancedb.LanceDbRestClient;
import com.lancedb.LanceDbTableRTE;
import com.lancedb.RTEWriteSpec;

LanceDbRestClient client = LanceDbNamespaceClientBuilder.newBuilder()
    .apiKey("your_lancedb_cloud_api_key")
    .database("your_database_name")
    .buildRestClient();

LanceDbTableRTE rte = new LanceDbTableRTE(client, "my_table");

// Route future merge_insert upserts through the RTE, hash-bucketed by `id`.
rte.enableRTE(RTEWriteSpec.bucket("id", 16));

// ... merge_insert traffic ...

// Converge the fresh tier into the base table.
rte.checkpointRTE();

// Inspect live per-table-shard state.
rte.getRTEStats().ifPresent(stats -> stats.tableShards().forEach(tableShard ->
    System.out.println(tableShard.shardId() + ": " + tableShard.sstables().size() + " SSTables")));

client.close();

maintainedIndexes is tri-state, and the null default is the opposite of what a Java reader usually expects:

Value Meaning
unset (null) Maintain every index the table has, including ones created later
Collections.emptyList() Maintain none
Arrays.asList("id_idx") Maintain exactly those

Development

The parent POM includes https://maven.lance.org to resolve Lance beta and RC dependencies. Use an explicit lance-core.version; numbered beta and RC versions are Maven releases, not snapshots. Maven Central remains available for stable and historical versions, as well as other dependencies.

Build:

./mvnw install -pl lancedb-core -am

Run tests:

./mvnw test -pl lancedb-core