chore: update lance dependency to v1.0.0-beta.1

Removed Codex authentication steps and added OPENAI_API_KEY environment variable for Codex execution.

.bumpversion.toml

@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.23.1"
+current_version = "0.22.3"
 parse = """(?x)
     (?P<major>0|[1-9]\\d*)\\.
     (?P<minor>0|[1-9]\\d*)\\.
@@ -72,9 +72,3 @@ search = "\nversion = \"{current_version}\""
 filename = "nodejs/Cargo.toml"
 replace = "\nversion = \"{new_version}\""
 search = "\nversion = \"{current_version}\""
-
-# Java documentation
-[[tool.bumpversion.files]]
-filename = "docs/src/java/java.md"
-replace = "<version>{new_version}</version>"
-search = "<version>{current_version}</version>"

.cargo/config.toml

@@ -19,7 +19,7 @@ rustflags = [
     "-Wclippy::string_add_assign",
     "-Wclippy::string_add",
     "-Wclippy::string_lit_as_bytes",
-    "-Wclippy::implicit_clone",
+    "-Wclippy::string_to_string",
     "-Wclippy::use_self",
     "-Dclippy::cargo",
     "-Dclippy::dbg_macro",

.github/ISSUE_TEMPLATE/documentation.yml

@@ -18,6 +18,6 @@ body:
       label: Link
       description: >
         Provide a link to the existing documentation, if applicable.
-      placeholder: ex. https://lancedb.com/docs/tables/...
+      placeholder: ex. https://lancedb.github.io/lancedb/guides/tables/...
     validations:
       required: false

.github/workflows/build_linux_wheel/action.yml

@@ -31,7 +31,6 @@ runs:
       with:
         command: build
         working-directory: python
-        docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
         target: x86_64-unknown-linux-gnu
         manylinux: ${{ inputs.manylinux }}
         args: ${{ inputs.args }}
@@ -46,7 +45,7 @@ runs:
       with:
         command: build
         working-directory: python
-        docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
+        docker-options: "-e PIP_EXTRA_INDEX_URL=https://pypi.fury.io/lancedb/"
         target: aarch64-unknown-linux-gnu
         manylinux: ${{ inputs.manylinux }}
         args: ${{ inputs.args }}

.github/workflows/build_mac_wheel/action.yml

@@ -22,5 +22,5 @@ runs:
         command: build
         # TODO: pass through interpreter
         args: ${{ inputs.args }}
-        docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
+        docker-options: "-e PIP_EXTRA_INDEX_URL=https://pypi.fury.io/lancedb/"
         working-directory: python

.github/workflows/build_windows_wheel/action.yml

@@ -26,7 +26,7 @@ runs:
       with:
         command: build
         args: ${{ inputs.args }}
-        docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
+        docker-options: "-e PIP_EXTRA_INDEX_URL=https://pypi.fury.io/lancedb/"
         working-directory: python
     - uses: actions/upload-artifact@v4
       with:

.github/workflows/codex-update-lance-dependency.yml

@@ -98,30 +98,3 @@ jobs:
 
           printenv OPENAI_API_KEY | codex login --with-api-key
           codex --config shell_environment_policy.ignore_default_excludes=true exec --dangerously-bypass-approvals-and-sandbox "$(cat /tmp/codex-prompt.txt)"
-
-      - name: Trigger sophon dependency update
-        env:
-          TAG: ${{ inputs.tag }}
-          GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
-        run: |
-          set -euo pipefail
-          VERSION="${TAG#refs/tags/}"
-          VERSION="${VERSION#v}"
-          LANCEDB_BRANCH="codex/update-lance-${VERSION//[^a-zA-Z0-9]/-}"
-
-          echo "Triggering sophon workflow with:"
-          echo "  lance_ref: ${TAG#refs/tags/}"
-          echo "  lancedb_ref: ${LANCEDB_BRANCH}"
-
-          gh workflow run codex-bump-lancedb-lance.yml \
-            --repo lancedb/sophon \
-            -f lance_ref="${TAG#refs/tags/}" \
-            -f lancedb_ref="${LANCEDB_BRANCH}"
-
-      - name: Show latest sophon workflow run
-        env:
-          GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
-        run: |
-          set -euo pipefail
-          echo "Latest sophon workflow run:"
-          gh run list --repo lancedb/sophon --workflow codex-bump-lancedb-lance.yml --limit 1 --json databaseId,url,displayTitle

.github/workflows/docs.yml

@@ -24,7 +24,6 @@ env:
   # according to: https://matklad.github.io/2021/09/04/fast-rust-builds.html
   # CI builds are faster with incremental disabled.
   CARGO_INCREMENTAL: "0"
-  PIP_EXTRA_INDEX_URL: "https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/"
 
 jobs:
   # Single deploy job since we're just deploying
@@ -50,8 +49,8 @@ jobs:
       - name: Build Python
         working-directory: python
         run: |
-          python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .
+          python -m pip install --extra-index-url https://pypi.fury.io/lancedb/ -e .
-          python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -r ../docs/requirements.txt
+          python -m pip install --extra-index-url https://pypi.fury.io/lancedb/ -r ../docs/requirements.txt
       - name: Set up node
         uses: actions/setup-node@v3
         with:

.github/workflows/java-publish.yml

@@ -1,35 +1,76 @@
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
 name: Build and publish Java packages
 on:
-  push:
+  release:
-    tags:
+    types: [released]
-      - "v*"
   pull_request:
     paths:
       - .github/workflows/java-publish.yml
 
 jobs:
-  publish:
+  macos-arm64:
-    name: Build and Publish
+    name: Build on MacOS Arm64
-    runs-on: ubuntu-24.04
+    runs-on: macos-14
+    timeout-minutes: 45
+    defaults:
+      run:
+        working-directory: ./java/core/lancedb-jni
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - uses: Swatinem/rust-cache@v2
+      - name: Install dependencies
+        run: |
+          brew install protobuf
+      - name: Build release
+        run: |
+          cargo build --release
+      - uses: actions/upload-artifact@v4
+        with:
+          name: liblancedb_jni_darwin_aarch64.zip
+          path: target/release/liblancedb_jni.dylib
+          retention-days: 1
+          if-no-files-found: error
+  linux-arm64:
+    name: Build on Linux Arm64
+    runs-on: warp-ubuntu-2204-arm64-8x
+    timeout-minutes: 45
+    defaults:
+      run:
+        working-directory: ./java/core/lancedb-jni
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - uses: Swatinem/rust-cache@v2
+      - uses: actions-rust-lang/setup-rust-toolchain@v1
+        with:
+          cache-workspaces: "./java/core/lancedb-jni"
+          # Disable full debug symbol generation to speed up CI build and keep memory down
+          # "1" means line tables only, which is useful for panic tracebacks.
+          rustflags: "-C debuginfo=1"
+      - name: Install dependencies
+        run: |
+          sudo apt -y -qq update
+          sudo apt install -y protobuf-compiler libssl-dev pkg-config
+      - name: Build release
+        run: |
+          cargo build --release
+      - uses: actions/upload-artifact@v4
+        with:
+          name: liblancedb_jni_linux_aarch64.zip
+          path: target/release/liblancedb_jni.so
+          retention-days: 1
+          if-no-files-found: error
+  linux-x86:
+    runs-on: warp-ubuntu-2204-x64-8x
     timeout-minutes: 30
+    needs: [macos-arm64, linux-arm64]
     defaults:
       run:
         working-directory: ./java
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
+      - uses: Swatinem/rust-cache@v2
       - name: Set up Java 8
         uses: actions/setup-java@v4
         with:
@@ -41,30 +82,40 @@ jobs:
           server-password: SONATYPE_TOKEN
           gpg-private-key: ${{ secrets.GPG_PRIVATE_KEY }}
           gpg-passphrase: ${{ secrets.GPG_PASSPHRASE }}
-      - name: Set git config
+      - name: Install dependencies
         run: |
-          git config --global user.email "dev+gha@lancedb.com"
+          sudo apt -y -qq update
-          git config --global user.name "LanceDB Github Runner"
+          sudo apt install -y protobuf-compiler libssl-dev pkg-config
+      - name: Download artifact
+        uses: actions/download-artifact@v4
+      - name: Copy native libs
+        run: |
+          mkdir -p ./core/target/classes/nativelib/darwin-aarch64 ./core/target/classes/nativelib/linux-aarch64
+          cp ../liblancedb_jni_darwin_aarch64.zip/liblancedb_jni.dylib ./core/target/classes/nativelib/darwin-aarch64/liblancedb_jni.dylib
+          cp ../liblancedb_jni_linux_aarch64.zip/liblancedb_jni.so ./core/target/classes/nativelib/linux-aarch64/liblancedb_jni.so
       - name: Dry run
         if: github.event_name == 'pull_request'
         run: |
-          ./mvnw --batch-mode -DskipTests package -pl lancedb-core -am
+          mvn --batch-mode -DskipTests -Drust.release.build=true package
-      - name: Publish
+      - name: Set github
-        if: startsWith(github.ref, 'refs/tags/v')
+        run: |
+          git config --global user.email "LanceDB Github Runner"
+          git config --global user.name "dev+gha@lancedb.com"
+      - name: Publish with Java 8
+        if: github.event_name == 'release'
         run: |
           echo "use-agent" >> ~/.gnupg/gpg.conf
           echo "pinentry-mode loopback" >> ~/.gnupg/gpg.conf
           export GPG_TTY=$(tty)
-          ./mvnw --batch-mode -DskipTests -DpushChanges=false -Dgpg.passphrase=${{ secrets.GPG_PASSPHRASE }} deploy -pl lancedb-core -am -P deploy-to-ossrh
+          mvn --batch-mode -DskipTests -Drust.release.build=true -DpushChanges=false -Dgpg.passphrase=${{ secrets.GPG_PASSPHRASE }} deploy -P deploy-to-ossrh
         env:
           SONATYPE_USER: ${{ secrets.SONATYPE_USER }}
           SONATYPE_TOKEN: ${{ secrets.SONATYPE_TOKEN }}
-
   report-failure:
     name: Report Workflow Failure
     runs-on: ubuntu-latest
-    needs: [publish]
+    needs: [linux-arm64, linux-x86, macos-arm64]
-    if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
+    if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
     permissions:
       contents: read
       issues: write

.github/workflows/java.yml

@@ -1,46 +1,118 @@
-# Licensed under the Apache License, Version 2.0 (the "License");
+name: Build and Run Java JNI Tests
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-name: Build Java LanceDB Core
-
 on:
   push:
     branches:
       - main
     paths:
       - java/**
-      - .github/workflows/java.yml
   pull_request:
     paths:
       - java/**
+      - rust/**
       - .github/workflows/java.yml
-
+env:
+  # This env var is used by Swatinem/rust-cache@v2 for the cache
+  # key, so we set it to make sure it is always consistent.
+  CARGO_TERM_COLOR: always
+  # Disable full debug symbol generation to speed up CI build and keep memory down
+  # "1" means line tables only, which is useful for panic tracebacks.
+  RUSTFLAGS: "-C debuginfo=1"
+  RUST_BACKTRACE: "1"
+  # according to: https://matklad.github.io/2021/09/04/fast-rust-builds.html
+  # CI builds are faster with incremental disabled.
+  CARGO_INCREMENTAL: "0"
+  CARGO_BUILD_JOBS: "1"
 jobs:
-  build-java:
+  linux-build-java-11:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-22.04
-    name: Build
+    name: ubuntu-22.04 + Java 11
     defaults:
       run:
         working-directory: ./java
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
-      - name: Set up Java 17
+      - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: java/core/lancedb-jni
+      - uses: actions-rust-lang/setup-rust-toolchain@v1
+        with:
+          components: rustfmt
+      - name: Run cargo fmt
+        run: cargo fmt --check
+        working-directory: ./java/core/lancedb-jni
+      - name: Install dependencies
+        run: |
+          sudo apt update
+          sudo apt install -y protobuf-compiler libssl-dev
+      - name: Install Java 11
+        uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: 11
+          cache: "maven"
+      - name: Java Style Check
+        run: mvn checkstyle:check
+      # Disable because of issues in lancedb rust core code
+      # - name: Rust Clippy
+      #   working-directory: java/core/lancedb-jni
+      #   run: cargo clippy --all-targets -- -D warnings
+      - name: Running tests with Java 11
+        run: mvn clean test
+  linux-build-java-17:
+    runs-on: ubuntu-22.04
+    name: ubuntu-22.04 + Java 17
+    defaults:
+      run:
+        working-directory: ./java
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: java/core/lancedb-jni
+      - uses: actions-rust-lang/setup-rust-toolchain@v1
+        with:
+          components: rustfmt
+      - name: Run cargo fmt
+        run: cargo fmt --check
+        working-directory: ./java/core/lancedb-jni
+      - name: Install dependencies
+        run: |
+          sudo apt update
+          sudo apt install -y protobuf-compiler libssl-dev
+      - name: Install Java 17
         uses: actions/setup-java@v4
         with:
           distribution: temurin
           java-version: 17
           cache: "maven"
+      - run: echo "JAVA_17=$JAVA_HOME" >> $GITHUB_ENV
       - name: Java Style Check
-        run: ./mvnw checkstyle:check
+        run: mvn checkstyle:check
-      - name: Build and install
+      # Disable because of issues in lancedb rust core code
-        run: ./mvnw clean install
+      # - name: Rust Clippy
+      #   working-directory: java/core/lancedb-jni
+      #   run: cargo clippy --all-targets -- -D warnings
+      - name: Running tests with Java 17
+        run: |
+          export JAVA_TOOL_OPTIONS="$JAVA_TOOL_OPTIONS \
+          -XX:+IgnoreUnrecognizedVMOptions \
+          --add-opens=java.base/java.lang=ALL-UNNAMED \
+          --add-opens=java.base/java.lang.invoke=ALL-UNNAMED \
+          --add-opens=java.base/java.lang.reflect=ALL-UNNAMED \
+          --add-opens=java.base/java.io=ALL-UNNAMED \
+          --add-opens=java.base/java.net=ALL-UNNAMED \
+          --add-opens=java.base/java.nio=ALL-UNNAMED \
+          --add-opens=java.base/java.util=ALL-UNNAMED \
+          --add-opens=java.base/java.util.concurrent=ALL-UNNAMED \
+          --add-opens=java.base/java.util.concurrent.atomic=ALL-UNNAMED \
+          --add-opens=java.base/jdk.internal.ref=ALL-UNNAMED \
+          --add-opens=java.base/sun.nio.ch=ALL-UNNAMED \
+          --add-opens=java.base/sun.nio.cs=ALL-UNNAMED \
+          --add-opens=java.base/sun.security.action=ALL-UNNAMED \
+          --add-opens=java.base/sun.util.calendar=ALL-UNNAMED \
+          --add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED \
+          -Djdk.reflect.useDirectMethodHandle=false \
+          -Dio.netty.tryReflectionSetAccessible=true"
+          JAVA_HOME=$JAVA_17 mvn clean test

.github/workflows/lance-release-timer.yml

@@ -1,62 +0,0 @@
-name: Lance Release Timer
-
-on:
-  schedule:
-    - cron: "*/10 * * * *"
-  workflow_dispatch:
-
-permissions:
-  contents: read
-  actions: write
-
-concurrency:
-  group: lance-release-timer
-  cancel-in-progress: false
-
-jobs:
-  trigger-update:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-
-      - name: Check for new Lance tag
-        id: check
-        env:
-          GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
-        run: |
-          python3 ci/check_lance_release.py --github-output "$GITHUB_OUTPUT"
-
-      - name: Look for existing PR
-        if: steps.check.outputs.needs_update == 'true'
-        id: pr
-        env:
-          GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
-        run: |
-          set -euo pipefail
-          TITLE="chore: update lance dependency to v${{ steps.check.outputs.latest_version }}"
-          COUNT=$(gh pr list --search "\"$TITLE\" in:title" --state open --limit 1 --json number --jq 'length')
-          if [ "$COUNT" -gt 0 ]; then
-            echo "Open PR already exists for $TITLE"
-            echo "pr_exists=true" >> "$GITHUB_OUTPUT"
-          else
-            echo "No existing PR for $TITLE"
-            echo "pr_exists=false" >> "$GITHUB_OUTPUT"
-          fi
-
-      - name: Trigger codex update workflow
-        if: steps.check.outputs.needs_update == 'true' && steps.pr.outputs.pr_exists != 'true'
-        env:
-          GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
-        run: |
-          set -euo pipefail
-          TAG=${{ steps.check.outputs.latest_tag }}
-          gh workflow run codex-update-lance-dependency.yml -f tag=refs/tags/$TAG
-
-      - name: Show latest codex workflow run
-        if: steps.check.outputs.needs_update == 'true' && steps.pr.outputs.pr_exists != 'true'
-        env:
-          GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
-        run: |
-          set -euo pipefail
-          gh run list --workflow codex-update-lance-dependency.yml --limit 1 --json databaseId,url,displayTitle

.github/workflows/nodejs.yml

@@ -16,6 +16,9 @@ concurrency:
   cancel-in-progress: true
 
 env:
+  # Disable full debug symbol generation to speed up CI build and keep memory down
+  # "1" means line tables only, which is useful for panic tracebacks.
+  RUSTFLAGS: "-C debuginfo=1"
   RUST_BACKTRACE: "1"
 
 jobs:
@@ -40,20 +43,18 @@ jobs:
         node-version: 20
         cache: 'npm'
         cache-dependency-path: nodejs/package-lock.json
-    - uses: actions-rust-lang/setup-rust-toolchain@v1
+    - uses: Swatinem/rust-cache@v2
-      with:
-        components: rustfmt, clippy
     - name: Install dependencies
       run: |
         sudo apt update
         sudo apt install -y protobuf-compiler libssl-dev
-    - uses: Swatinem/rust-cache@v2
+    - uses: actions-rust-lang/setup-rust-toolchain@v1
-    - name: Format Rust
+      with:
-      run: cargo fmt --all -- --check
+        components: rustfmt, clippy
-    - name: Lint Rust
+    - name: Lint
-      run: cargo clippy --profile ci --all --all-features -- -D warnings
-    - name: Lint Typescript
       run: |
+        cargo fmt --all -- --check
+        cargo clippy --all --all-features -- -D warnings
         npm ci
         npm run lint-ci
     - name: Lint examples
@@ -88,9 +89,8 @@ jobs:
         npm install -g @napi-rs/cli
     - name: Build
       run: |
-        npm ci --include=optional
+        npm ci
-        npm run build:debug -- --profile ci
+        npm run build
-        npm run tsc
     - name: Setup localstack
       working-directory: .
       run: docker compose up --detach --wait
@@ -146,9 +146,8 @@ jobs:
         npm install -g @napi-rs/cli
     - name: Build
       run: |
-        npm ci --include=optional
+        npm ci
-        npm run build:debug -- --profile ci
+        npm run build
-        npm run tsc
     - name: Test
       run: |
         npm run test

.github/workflows/npm-publish.yml

@@ -97,6 +97,12 @@ jobs:
       fail-fast: false
       matrix:
         settings:
+          - target: x86_64-apple-darwin
+            host: macos-latest
+            features: ","
+            pre_build: |-
+                brew install protobuf
+                rustup target add x86_64-apple-darwin
           - target: aarch64-apple-darwin
             host: macos-latest
             features: fp16kernels

.github/workflows/pypi-publish.yml

@@ -10,9 +10,6 @@ on:
       - .github/workflows/pypi-publish.yml
       - Cargo.toml # Change in dependency frequently breaks builds
 
-env:
-  PIP_EXTRA_INDEX_URL: "https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/"
-
 jobs:
   linux:
     name: Python ${{ matrix.config.platform }} manylinux${{ matrix.config.manylinux }}
@@ -64,6 +61,8 @@ jobs:
     strategy:
       matrix:
         config:
+          - target: x86_64-apple-darwin
+            runner: macos-13
           - target: aarch64-apple-darwin
             runner: warp-macos-14-arm64-6x
     env:

.github/workflows/python.yml

@@ -18,8 +18,6 @@ env:
   # Color output for pytest is off by default.
   PYTEST_ADDOPTS: "--color=yes"
   FORCE_COLOR: "1"
-  PIP_EXTRA_INDEX_URL: "https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/"
-  RUST_BACKTRACE: "1"
 
 jobs:
   lint:
@@ -49,8 +47,8 @@ jobs:
 
   type-check:
     name: "Type Check"
-    timeout-minutes: 60
+    timeout-minutes: 30
-    runs-on: ubuntu-2404-8x-x64
+    runs-on: "ubuntu-22.04"
     defaults:
       run:
         shell: bash
@@ -78,8 +76,8 @@ jobs:
 
   doctest:
     name: "Doctest"
-    timeout-minutes: 60
+    timeout-minutes: 30
-    runs-on: ubuntu-2404-8x-x64
+    runs-on: "ubuntu-24.04"
     defaults:
       run:
         shell: bash
@@ -98,9 +96,12 @@ jobs:
         run: |
           sudo apt update
           sudo apt install -y protobuf-compiler
+      - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: python
       - name: Install
         run: |
-          pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests,dev,embeddings]
+          pip install --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests,dev,embeddings]
           pip install tantivy
           pip install mlx
       - name: Doctest
@@ -129,9 +130,10 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: 3.${{ matrix.python-minor-version }}
-      - uses: ./.github/workflows/build_linux_wheel
+      - uses: Swatinem/rust-cache@v2
         with:
-          args: --profile ci
+          workspaces: python
+      - uses: ./.github/workflows/build_linux_wheel
       - uses: ./.github/workflows/run_tests
         with:
           integration: true
@@ -143,9 +145,16 @@ jobs:
       - name: Delete wheels
         run: rm -rf target/wheels
   platform:
-    name: "Mac"
+    name: "Mac: ${{ matrix.config.name }}"
     timeout-minutes: 30
-    runs-on: macos-14
+    strategy:
+      matrix:
+        config:
+          - name: x86
+            runner: macos-13
+          - name: Arm
+            runner: macos-14
+    runs-on: "${{ matrix.config.runner }}"
     defaults:
       run:
         shell: bash
@@ -159,9 +168,10 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: "3.12"
-      - uses: ./.github/workflows/build_mac_wheel
+      - uses: Swatinem/rust-cache@v2
         with:
-          args: --profile ci
+          workspaces: python
+      - uses: ./.github/workflows/build_mac_wheel
       - uses: ./.github/workflows/run_tests
       # Make sure wheels are not included in the Rust cache
       - name: Delete wheels
@@ -188,9 +198,10 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: "3.12"
-      - uses: ./.github/workflows/build_windows_wheel
+      - uses: Swatinem/rust-cache@v2
         with:
-          args: --profile ci
+          workspaces: python
+      - uses: ./.github/workflows/build_windows_wheel
       - uses: ./.github/workflows/run_tests
       # Make sure wheels are not included in the Rust cache
       - name: Delete wheels
@@ -219,7 +230,7 @@ jobs:
         run: |
           pip install "pydantic<2"
           pip install pyarrow==16
-          pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests]
+          pip install --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests]
           pip install tantivy
       - name: Run tests
         run: pytest -m "not slow and not s3_test" -x -v --durations=30 python/tests

.github/workflows/run_tests/action.yml

@@ -15,7 +15,7 @@ runs:
     - name: Install lancedb
       shell: bash
       run: |
-        pip3 install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ $(ls target/wheels/lancedb-*.whl)[tests,dev]
+        pip3 install --extra-index-url https://pypi.fury.io/lancedb/ $(ls target/wheels/lancedb-*.whl)[tests,dev]
     - name: Setup localstack for integration tests
       if: ${{ inputs.integration == 'true' }}
       shell: bash

.github/workflows/rust.yml

@@ -18,7 +18,11 @@ env:
   # This env var is used by Swatinem/rust-cache@v2 for the cache
   # key, so we set it to make sure it is always consistent.
   CARGO_TERM_COLOR: always
+  # Disable full debug symbol generation to speed up CI build and keep memory down
+  # "1" means line tables only, which is useful for panic tracebacks.
+  RUSTFLAGS: "-C debuginfo=1"
   RUST_BACKTRACE: "1"
+  CARGO_INCREMENTAL: 0
 
 jobs:
   lint:
@@ -40,6 +44,8 @@ jobs:
         with:
           components: rustfmt, clippy
       - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: rust
       - name: Install dependencies
         run: |
           sudo apt update
@@ -47,7 +53,7 @@ jobs:
       - name: Run format
         run: cargo fmt --all -- --check
       - name: Run clippy
-        run: cargo clippy --profile ci --workspace --tests --all-features -- -D warnings
+        run: cargo clippy --workspace --tests --all-features -- -D warnings
 
   build-no-lock:
     runs-on: ubuntu-24.04
@@ -74,7 +80,7 @@ jobs:
           sudo apt install -y protobuf-compiler libssl-dev
       - name: Build all
         run: |
-          cargo build --profile ci --benches --all-features --tests
+          cargo build --benches --all-features --tests
 
   linux:
     timeout-minutes: 30
@@ -97,8 +103,14 @@ jobs:
           fetch-depth: 0
           lfs: true
       - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: rust
       - name: Install dependencies
-        run: sudo apt install -y protobuf-compiler libssl-dev
+        run: |
+          # This shaves 2 minutes off this step in CI. This doesn't seem to be
+          # necessary in standard runners, but it is in the 4x runners.
+          sudo rm /var/lib/man-db/auto-update
+          sudo apt install -y protobuf-compiler libssl-dev
       - uses: rui314/setup-mold@v1
       - name: Make Swap
         run: |
@@ -107,22 +119,22 @@ jobs:
           sudo mkswap /swapfile
           sudo swapon /swapfile
       - name: Build
-        run: cargo build --profile ci --all-features --tests --locked --examples
+        run: cargo build --all-features --tests --locked --examples
       - name: Run feature tests
-        run: CARGO_ARGS="--profile ci" make -C ./lancedb feature-tests
+        run: make -C ./lancedb feature-tests
       - name: Run examples
-        run: cargo run  --profile ci --example simple --locked
+        run: cargo run --example simple --locked
       - name: Run remote tests
         # Running this requires access to secrets, so skip if this is
         # a PR from a fork.
         if: github.event_name != 'pull_request' || !github.event.pull_request.head.repo.fork
-        run: CARGO_ARGS="--profile ci" make -C ./lancedb remote-tests
+        run: make -C ./lancedb remote-tests
 
   macos:
     timeout-minutes: 30
     strategy:
       matrix:
-        mac-runner: ["macos-14", "macos-15"]
+        mac-runner: ["macos-13", "macos-14"]
     runs-on: "${{ matrix.mac-runner }}"
     defaults:
       run:
@@ -136,6 +148,8 @@ jobs:
       - name: CPU features
         run: sysctl -a | grep cpu
       - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: rust
       - name: Install dependencies
         run: brew install protobuf
       - name: Run tests
@@ -145,7 +159,7 @@ jobs:
           ALL_FEATURES=`cargo metadata --format-version=1 --no-deps \
             | jq -r '.packages[] | .features | keys | .[]' \
             | grep -v s3-test | sort | uniq | paste -s -d "," -`
-          cargo test --profile ci --features $ALL_FEATURES --locked
+          cargo test --features $ALL_FEATURES --locked
 
   windows:
     runs-on: windows-2022
@@ -159,21 +173,22 @@ jobs:
         working-directory: rust/lancedb
     steps:
       - uses: actions/checkout@v4
-      - name: Set target
-        run: rustup target add ${{ matrix.target }}
       - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: rust
       - name: Install Protoc v21.12
         run: choco install --no-progress protoc
       - name: Build
         run: |
+          rustup target add ${{ matrix.target }}
           $env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
-          cargo build --profile ci --features remote --tests --locked --target ${{ matrix.target }}
+          cargo build --features remote --tests --locked --target ${{ matrix.target }}
       - name: Run tests
         # Can only run tests when target matches host
         if: ${{ matrix.target == 'x86_64-pc-windows-msvc' }}
         run: |
           $env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
-          cargo test --profile ci --features remote --locked
+          cargo test --features remote --locked
 
   msrv:
     # Check the minimum supported Rust version
@@ -198,7 +213,6 @@ jobs:
         uses: dtolnay/rust-toolchain@master
         with:
           toolchain: ${{ matrix.msrv }}
-      - uses: Swatinem/rust-cache@v2
       - name: Downgrade  dependencies
         # These packages have newer requirements for MSRV
         run: |
@@ -212,4 +226,4 @@ jobs:
           cargo update -p aws-sdk-sts --precise 1.51.0
           cargo update -p home --precise 0.5.9
       - name: cargo +${{ matrix.msrv }} check
-        run: cargo check --profile ci --workspace --tests --benches --all-features
+        run: cargo check --workspace --tests --benches --all-features

Cargo.toml

@@ -1,5 +1,5 @@
 [workspace]
-members = ["rust/lancedb", "nodejs", "python"]
+members = ["rust/lancedb", "nodejs", "python", "java/core/lancedb-jni"]
 # Python package needs to be built by maturin.
 exclude = ["python"]
 resolver = "2"
@@ -15,20 +15,20 @@ categories = ["database-implementations"]
 rust-version = "1.78.0"
 
 [workspace.dependencies]
-lance = { "version" = "=1.0.1", default-features = false }
+lance = { "version" = "=1.0.0-beta.1", default-features = false, "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-core = "=1.0.1"
+lance-core = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-datagen = "=1.0.1"
+lance-datagen = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-file = "=1.0.1"
+lance-file = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-io = { "version" = "=1.0.1", default-features = false }
+lance-io = { "version" = "=1.0.0-beta.1", default-features = false, "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-index = "=1.0.1"
+lance-index = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-linalg = "=1.0.1"
+lance-linalg = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-namespace = "=1.0.1"
+lance-namespace = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-namespace-impls = { "version" = "=1.0.1", default-features = false }
+lance-namespace-impls = { "version" = "=1.0.0-beta.1", "features" = ["dir-aws", "dir-gcp", "dir-azure", "dir-oss", "rest"], "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-table = "=1.0.1"
+lance-table = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-testing = "=1.0.1"
+lance-testing = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-datafusion = "=1.0.1"
+lance-datafusion = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-encoding = "=1.0.1"
+lance-encoding = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
-lance-arrow = "=1.0.1"
+lance-arrow = { "version" = "=1.0.0-beta.1", "tag" = "v1.0.0-beta.1", "git" = "https://github.com/lancedb/lance.git" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
 arrow = { version = "56.2", optional = false }
@@ -63,17 +63,3 @@ regex = "1.10"
 lazy_static = "1"
 semver = "1.0.25"
 chrono = "0.4"
-
-[profile.ci]
-debug = "line-tables-only"
-inherits = "dev"
-incremental = false
-
-# This rule applies to every package except workspace members (dependencies
-# such as `arrow` and `tokio`). It disables debug info and related features on
-# dependencies so their binaries stay smaller, improving cache reuse.
-[profile.ci.package."*"]
-debug = false
-debug-assertions = false
-strip = "debuginfo"
-incremental = false

README.md

@@ -15,7 +15,7 @@
 
 # **The Multimodal AI Lakehouse**
 
-[**How to Install** ](#how-to-install) ✦ [**Detailed Documentation**](https://lancedb.com/docs) ✦ [**Tutorials and Recipes**](https://github.com/lancedb/vectordb-recipes/tree/main) ✦  [**Contributors**](#contributors) 
+[**How to Install** ](#how-to-install) ✦ [**Detailed Documentation**](https://lancedb.github.io/lancedb/) ✦ [**Tutorials and Recipes**](https://github.com/lancedb/vectordb-recipes/tree/main) ✦  [**Contributors**](#contributors) 
 
 **The ultimate multimodal data platform for AI/ML applications.** 
 

ci/check_lance_release.py

@@ -1,208 +0,0 @@
-#!/usr/bin/env python3
-"""Determine whether a newer Lance tag exists and expose results for CI."""
-from __future__ import annotations
-
-import argparse
-import json
-import os
-import re
-import subprocess
-import sys
-from dataclasses import dataclass
-from pathlib import Path
-from typing import Iterable, List, Sequence, Tuple, Union
-
-try:  # Python >=3.11
-    import tomllib  # type: ignore
-except ModuleNotFoundError:  # pragma: no cover - fallback for older Python
-    import tomli as tomllib  # type: ignore
-
-LANCE_REPO = "lance-format/lance"
-
-SEMVER_RE = re.compile(
-    r"^\s*(?P<major>0|[1-9]\d*)\.(?P<minor>0|[1-9]\d*)\.(?P<patch>0|[1-9]\d*)"
-    r"(?:-(?P<prerelease>[0-9A-Za-z.-]+))?"
-    r"(?:\+[0-9A-Za-z.-]+)?\s*$"
-)
-
-
-@dataclass(frozen=True)
-class SemVer:
-    major: int
-    minor: int
-    patch: int
-    prerelease: Tuple[Union[int, str], ...]
-
-    def __lt__(self, other: "SemVer") -> bool:  # pragma: no cover - simple comparison
-        if (self.major, self.minor, self.patch) != (other.major, other.minor, other.patch):
-            return (self.major, self.minor, self.patch) < (other.major, other.minor, other.patch)
-        if self.prerelease == other.prerelease:
-            return False
-        if not self.prerelease:
-            return False  # release > anything else
-        if not other.prerelease:
-            return True
-        for left, right in zip(self.prerelease, other.prerelease):
-            if left == right:
-                continue
-            if isinstance(left, int) and isinstance(right, int):
-                return left < right
-            if isinstance(left, int):
-                return True
-            if isinstance(right, int):
-                return False
-            return str(left) < str(right)
-        return len(self.prerelease) < len(other.prerelease)
-
-    def __eq__(self, other: object) -> bool:  # pragma: no cover - trivial
-        if not isinstance(other, SemVer):
-            return NotImplemented
-        return (
-            self.major == other.major
-            and self.minor == other.minor
-            and self.patch == other.patch
-            and self.prerelease == other.prerelease
-        )
-
-
-def parse_semver(raw: str) -> SemVer:
-    match = SEMVER_RE.match(raw)
-    if not match:
-        raise ValueError(f"Unsupported version format: {raw}")
-    prerelease = match.group("prerelease")
-    parts: Tuple[Union[int, str], ...] = ()
-    if prerelease:
-        parsed: List[Union[int, str]] = []
-        for piece in prerelease.split("."):
-            if piece.isdigit():
-                parsed.append(int(piece))
-            else:
-                parsed.append(piece)
-        parts = tuple(parsed)
-    return SemVer(
-        major=int(match.group("major")),
-        minor=int(match.group("minor")),
-        patch=int(match.group("patch")),
-        prerelease=parts,
-    )
-
-
-@dataclass
-class TagInfo:
-    tag: str  # e.g. v1.0.0-beta.2
-    version: str  # e.g. 1.0.0-beta.2
-    semver: SemVer
-
-
-def run_command(cmd: Sequence[str]) -> str:
-    result = subprocess.run(cmd, capture_output=True, text=True, check=False)
-    if result.returncode != 0:
-        raise RuntimeError(
-            f"Command {' '.join(cmd)} failed with {result.returncode}: {result.stderr.strip()}"
-        )
-    return result.stdout.strip()
-
-
-def fetch_remote_tags() -> List[TagInfo]:
-    output = run_command(
-        [
-            "gh",
-            "api",
-            "-X",
-            "GET",
-            f"repos/{LANCE_REPO}/git/refs/tags",
-            "--paginate",
-            "--jq",
-            ".[].ref",
-        ]
-    )
-    tags: List[TagInfo] = []
-    for line in output.splitlines():
-        ref = line.strip()
-        if not ref.startswith("refs/tags/v"):
-            continue
-        tag = ref.split("refs/tags/")[-1]
-        version = tag.lstrip("v")
-        try:
-            tags.append(TagInfo(tag=tag, version=version, semver=parse_semver(version)))
-        except ValueError:
-            continue
-    if not tags:
-        raise RuntimeError("No Lance tags could be parsed from GitHub API output")
-    return tags
-
-
-def read_current_version(repo_root: Path) -> str:
-    cargo_path = repo_root / "Cargo.toml"
-    with cargo_path.open("rb") as fh:
-        data = tomllib.load(fh)
-    try:
-        deps = data["workspace"]["dependencies"]
-        entry = deps["lance"]
-    except KeyError as exc:  # pragma: no cover - configuration guard
-        raise RuntimeError("Failed to locate workspace.dependencies.lance in Cargo.toml") from exc
-
-    if isinstance(entry, str):
-        raw_version = entry
-    elif isinstance(entry, dict):
-        raw_version = entry.get("version", "")
-    else:  # pragma: no cover - defensive
-        raise RuntimeError("Unexpected lance dependency format")
-
-    raw_version = raw_version.strip()
-    if not raw_version:
-        raise RuntimeError("lance dependency does not declare a version")
-    return raw_version.lstrip("=")
-
-
-def determine_latest_tag(tags: Iterable[TagInfo]) -> TagInfo:
-    return max(tags, key=lambda tag: tag.semver)
-
-
-def write_outputs(args: argparse.Namespace, payload: dict) -> None:
-    target = getattr(args, "github_output", None)
-    if not target:
-        return
-    with open(target, "a", encoding="utf-8") as handle:
-        for key, value in payload.items():
-            handle.write(f"{key}={value}\n")
-
-
-def main(argv: Sequence[str] | None = None) -> int:
-    parser = argparse.ArgumentParser(description=__doc__)
-    parser.add_argument(
-        "--repo-root",
-        default=Path(__file__).resolve().parents[1],
-        type=Path,
-        help="Path to the lancedb repository root",
-    )
-    parser.add_argument(
-        "--github-output",
-        default=os.environ.get("GITHUB_OUTPUT"),
-        help="Optional file path for writing GitHub Action outputs",
-    )
-    args = parser.parse_args(argv)
-
-    repo_root = Path(args.repo_root)
-    current_version = read_current_version(repo_root)
-    current_semver = parse_semver(current_version)
-
-    tags = fetch_remote_tags()
-    latest = determine_latest_tag(tags)
-    needs_update = latest.semver > current_semver
-
-    payload = {
-        "current_version": current_version,
-        "current_tag": f"v{current_version}",
-        "latest_version": latest.version,
-        "latest_tag": latest.tag,
-        "needs_update": "true" if needs_update else "false",
-    }
-
-    print(json.dumps(payload))
-    write_outputs(args, payload)
-    return 0
-
-
-if __name__ == "__main__":
-    sys.exit(main())

ci/run_with_test_connection.sh

@@ -16,7 +16,7 @@ check_command_exists() {
 }
 
 if [[ ! -e ./lancedb ]]; then
-    if [[ x${SOPHON_READ_TOKEN} != "x" ]]; then
+    if [[ -v SOPHON_READ_TOKEN ]]; then
         INPUT="lancedb-linux-x64"
         gh release \
             --repo lancedb/lancedb \

ci/set_lance_version.py

@@ -3,8 +3,6 @@ import re
 import sys
 import json
 
-LANCE_GIT_URL = "https://github.com/lance-format/lance.git"
-
 
 def run_command(command: str) -> str:
     """
@@ -31,7 +29,7 @@ def get_latest_stable_version() -> str:
 
 def get_latest_preview_version() -> str:
     lance_tags = run_command(
-        f"git ls-remote --tags {LANCE_GIT_URL} | grep 'refs/tags/v[0-9beta.-]\\+$'"
+        "git ls-remote --tags https://github.com/lancedb/lance.git | grep 'refs/tags/v[0-9beta.-]\\+$'"
     ).splitlines()
     lance_tags = (
         tag.split("refs/tags/")[1]
@@ -178,8 +176,8 @@ def set_stable_version(version: str):
 def set_preview_version(version: str):
     """
     Sets lines to
-    lance = { "version" = "=0.29.0", default-features = false, "features" = ["dynamodb"], "tag" = "v0.29.0-beta.2", "git" = LANCE_GIT_URL }
+    lance = { "version" = "=0.29.0", default-features = false, "features" = ["dynamodb"], "tag" = "v0.29.0-beta.2", "git" = "https://github.com/lancedb/lance.git" }
-    lance-io = { "version" = "=0.29.0", default-features = false, "tag" = "v0.29.0-beta.2", "git" = LANCE_GIT_URL }
+    lance-io = { "version" = "=0.29.0", default-features = false, "tag" = "v0.29.0-beta.2", "git" = "https://github.com/lancedb/lance.git" }
     ...
     """
 
@@ -196,7 +194,7 @@ def set_preview_version(version: str):
             config["features"] = features
 
         config["tag"] = f"v{version}"
-        config["git"] = LANCE_GIT_URL
+        config["git"] = "https://github.com/lancedb/lance.git"
 
         return dict_to_toml_line(package_name, config)
 
@@ -229,29 +227,6 @@ def set_local_version():
     update_cargo_toml(line_updater)
 
 
-def update_lockfiles(version: str, fallback_to_git: bool = False):
-    """
-    Update Cargo metadata and optionally fall back to using the git tag if the
-    requested crates.io version is unavailable.
-    """
-    try:
-        print("Updating lockfiles...", file=sys.stderr, end="")
-        run_command("cargo metadata > /dev/null")
-        print(" done.", file=sys.stderr)
-    except Exception as e:
-        if fallback_to_git and "failed to select a version" in str(e):
-            print(
-                f" failed for crates.io v{version}, retrying with git tag...",
-                file=sys.stderr,
-            )
-            set_preview_version(version)
-            print("Updating lockfiles...", file=sys.stderr, end="")
-            run_command("cargo metadata > /dev/null")
-            print(" done.", file=sys.stderr)
-        else:
-            raise
-
-
 parser = argparse.ArgumentParser(description="Set the version of the Lance package.")
 parser.add_argument(
     "version",
@@ -267,7 +242,6 @@ if args.version == "stable":
         file=sys.stderr,
     )
     set_stable_version(latest_stable_version)
-    update_lockfiles(latest_stable_version)
 elif args.version == "preview":
     latest_preview_version = get_latest_preview_version()
     print(
@@ -275,10 +249,8 @@ elif args.version == "preview":
         file=sys.stderr,
     )
     set_preview_version(latest_preview_version)
-    update_lockfiles(latest_preview_version)
 elif args.version == "local":
     set_local_version()
-    update_lockfiles("local")
 else:
     # Parse the version number.
     version = args.version
@@ -288,7 +260,9 @@ else:
 
     if "beta" in version:
         set_preview_version(version)
-        update_lockfiles(version)
     else:
         set_stable_version(version)
-        update_lockfiles(version, fallback_to_git=True)
+
+print("Updating lockfiles...", file=sys.stderr, end="")
+run_command("cargo metadata > /dev/null")
+print(" done.", file=sys.stderr)

docs/README.md

@@ -1,8 +1,8 @@
 # LanceDB Documentation
 
-LanceDB docs are available at [lancedb.com/docs](https://lancedb.com/docs).
+LanceDB docs are deployed to https://lancedb.github.io/lancedb/.
 
-The SDK docs are built and deployed automatically by [Github Actions](../.github/workflows/docs.yml)
+Docs is built and deployed automatically by [Github Actions](../.github/workflows/docs.yml)
 whenever a commit is pushed to the `main` branch. So it is possible for the docs to show
 unreleased features.
 

docs/mkdocs.yml

@@ -11,7 +11,7 @@ watch:
 theme:
   name: "material"
   logo: assets/logo.png
-  favicon: assets/favicon.ico
+  favicon: assets/logo.png
   palette:
     # Palette toggle for light mode
     - scheme: lancedb
@@ -32,6 +32,8 @@ theme:
     - content.tooltips
     - toc.follow
     - navigation.top
+    - navigation.tabs
+    - navigation.tabs.sticky
     - navigation.footer
     - navigation.tracking
     - navigation.instant
@@ -113,16 +115,14 @@ markdown_extensions:
       emoji_index: !!python/name:material.extensions.emoji.twemoji
       emoji_generator: !!python/name:material.extensions.emoji.to_svg
   - markdown.extensions.toc:
-      toc_depth: 3
+      baselevel: 1
-      permalink: true
+      permalink: ""
-      permalink_title: Anchor link to this section
 
 nav:
-  - Documentation:
+  - API reference:
-      - SDK Reference: index.md
+      - Overview: index.md
       - Python: python/python.md
       - Javascript/TypeScript: js/globals.md
-      - Java: java/java.md
       - Rust: https://docs.rs/lancedb/latest/lancedb/index.html
 
 extra_css:

docs/src/embeddings/available_embedding_models/multimodal_embedding_functions/voyageai_multimodal_embedding.md

@@ -1,111 +0,0 @@
-# VoyageAI Embeddings : Multimodal
-
-VoyageAI embeddings can also be used to embed both text and image data, only some of the models support image data and you can check the list
-under [https://docs.voyageai.com/docs/multimodal-embeddings](https://docs.voyageai.com/docs/multimodal-embeddings)
-
-Supported multimodal models:
-
-- `voyage-multimodal-3` - 1024 dimensions (text + images)
-- `voyage-multimodal-3.5` - Flexible dimensions (256, 512, 1024 default, 2048). Supports text, images, and video.
-
-### Video Support (voyage-multimodal-3.5)
-
-The `voyage-multimodal-3.5` model supports video input through:
-- Video URLs (`.mp4`, `.webm`, `.mov`, `.avi`, `.mkv`, `.m4v`, `.gif`)
-- Video file paths
-
-Constraints: Max 20MB video size.
-
-Supported parameters (to be passed in `create` method) are:
-
-| Parameter | Type | Default Value           | Description                               |
-|---|---|-------------------------|-------------------------------------------|
-| `name` | `str` | `"voyage-multimodal-3"` | The model ID of the VoyageAI model to use |
-| `output_dimension` | `int` | `None` | Output dimension for voyage-multimodal-3.5. Valid: 256, 512, 1024, 2048 |
-
-Usage Example:
-
-```python
-import base64
-import os
-from io import BytesIO
-
-import requests
-import lancedb
-from lancedb.pydantic import LanceModel, Vector
-from lancedb.embeddings import get_registry
-import pandas as pd
-
-os.environ['VOYAGE_API_KEY'] = 'YOUR_VOYAGE_API_KEY'
-
-db = lancedb.connect(".lancedb")
-func = get_registry().get("voyageai").create(name="voyage-multimodal-3")
-
-
-def image_to_base64(image_bytes: bytes):
-    buffered = BytesIO(image_bytes)
-    img_str = base64.b64encode(buffered.getvalue())
-    return img_str.decode("utf-8")
-
-
-class Images(LanceModel):
-    label: str
-    image_uri: str = func.SourceField()  # image uri as the source
-    image_bytes: str = func.SourceField()  # image bytes base64 encoded as the source
-    vector: Vector(func.ndims()) = func.VectorField()  # vector column
-    vec_from_bytes: Vector(func.ndims()) = func.VectorField()  # Another vector column
-
-
-if "images" in db.table_names():
-    db.drop_table("images")
-table = db.create_table("images", schema=Images)
-labels = ["cat", "cat", "dog", "dog", "horse", "horse"]
-uris = [
-    "http://farm1.staticflickr.com/53/167798175_7c7845bbbd_z.jpg",
-    "http://farm1.staticflickr.com/134/332220238_da527d8140_z.jpg",
-    "http://farm9.staticflickr.com/8387/8602747737_2e5c2a45d4_z.jpg",
-    "http://farm5.staticflickr.com/4092/5017326486_1f46057f5f_z.jpg",
-    "http://farm9.staticflickr.com/8216/8434969557_d37882c42d_z.jpg",
-    "http://farm6.staticflickr.com/5142/5835678453_4f3a4edb45_z.jpg",
-]
-# get each uri as bytes
-images_bytes = [image_to_base64(requests.get(uri).content) for uri in uris]
-table.add(
-    pd.DataFrame({"label": labels, "image_uri": uris, "image_bytes": images_bytes})
-)
-```
-Now we can search using text from both the default vector column and the custom vector column
-```python
-
-# text search
-actual = table.search("man's best friend", "vec_from_bytes").limit(1).to_pydantic(Images)[0]
-print(actual.label) # prints "dog"
-
-frombytes = (
-    table.search("man's best friend", vector_column_name="vec_from_bytes")
-    .limit(1)
-    .to_pydantic(Images)[0]
-)
-print(frombytes.label)
-
-```
-
-Because we're using a multi-modal embedding function, we can also search using images
-
-```python
-# image search
-query_image_uri = "http://farm1.staticflickr.com/200/467715466_ed4a31801f_z.jpg"
-image_bytes = requests.get(query_image_uri).content
-query_image = Image.open(BytesIO(image_bytes))
-actual = table.search(query_image, "vec_from_bytes").limit(1).to_pydantic(Images)[0]
-print(actual.label == "dog")
-
-# image search using a custom vector column
-other = (
-    table.search(query_image, vector_column_name="vec_from_bytes")
-    .limit(1)
-    .to_pydantic(Images)[0]
-)
-print(actual.label)
-
-```

docs/src/index.md

@@ -1,12 +1,7 @@
-# SDK Reference
+# API Reference
 
-This site contains the API reference for the client SDKs supported by [LanceDB](https://lancedb.com).
+This page contains the API reference for the SDKs supported by the LanceDB team.
 
 - [Python](python/python.md)
 - [JavaScript/TypeScript](js/globals.md)
-- [Java](java/java.md)
+- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
-- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
-
-!!! info "LanceDB Documentation"
-
-    If you're looking for the full documentation of LanceDB, visit [docs.lancedb.com](https://docs.lancedb.com).

docs/src/java/java.md

@@ -1,499 +0,0 @@
-# Java SDK
-
-The LanceDB Java SDK provides a convenient way to interact with LanceDB Cloud and Enterprise deployments using the Lance REST Namespace API.
-
-!!! note
-    The Java SDK currently only works for LanceDB remote database that connects to LanceDB Cloud and Enterprise.
-    Local database support is a work in progress. Check [LANCEDB-2848](https://github.com/lancedb/lancedb/issues/2848) for the latest progress.
-
-## Installation
-
-Add the following dependency to your `pom.xml`:
-
-```xml
-<dependency>
-    <groupId>com.lancedb</groupId>
-    <artifactId>lancedb-core</artifactId>
-    <version>0.23.1</version>
-</dependency>
-```
-
-## Quick Start
-
-### Connecting to LanceDB Cloud
-
-```java
-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();
-```
-
-### Connecting to LanceDB Enterprise
-
-For LanceDB Enterprise deployments with a custom endpoint:
-
-```java
-LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
-    .apiKey("your_lancedb_enterprise_api_key")
-    .database("your_database_name")
-    .endpoint("<your_enterprise_endpoint>")
-    .build();
-```
-
-### Configuration Options
-
-| Method | Description | Required |
-|--------|-------------|----------|
-| `apiKey(String)` | LanceDB API key | Yes |
-| `database(String)` | Database name | Yes |
-| `endpoint(String)` | Custom endpoint URL for Enterprise deployments | No |
-| `region(String)` | AWS region (default: "us-east-1") | No |
-| `config(String, String)` | Additional configuration parameters | No |
-
-## Metadata Operations
-
-### Creating a Namespace
-
-Namespaces organize tables hierarchically. Create a namespace before creating tables within it:
-
-```java
-import org.lance.namespace.model.CreateNamespaceRequest;
-import org.lance.namespace.model.CreateNamespaceResponse;
-
-// Create a child namespace
-CreateNamespaceRequest request = new CreateNamespaceRequest();
-request.setId(Arrays.asList("my_namespace"));
-
-CreateNamespaceResponse response = namespaceClient.createNamespace(request);
-```
-
-You can also create nested namespaces:
-
-```java
-// Create a nested namespace: parent/child
-CreateNamespaceRequest request = new CreateNamespaceRequest();
-request.setId(Arrays.asList("parent_namespace", "child_namespace"));
-
-CreateNamespaceResponse response = namespaceClient.createNamespace(request);
-```
-
-### Describing a Namespace
-
-```java
-import org.lance.namespace.model.DescribeNamespaceRequest;
-import org.lance.namespace.model.DescribeNamespaceResponse;
-
-DescribeNamespaceRequest request = new DescribeNamespaceRequest();
-request.setId(Arrays.asList("my_namespace"));
-
-DescribeNamespaceResponse response = namespaceClient.describeNamespace(request);
-System.out.println("Namespace properties: " + response.getProperties());
-```
-
-### Listing Namespaces
-
-```java
-import org.lance.namespace.model.ListNamespacesRequest;
-import org.lance.namespace.model.ListNamespacesResponse;
-
-// List all namespaces at root level
-ListNamespacesRequest request = new ListNamespacesRequest();
-request.setId(Arrays.asList());  // Empty for root
-
-ListNamespacesResponse response = namespaceClient.listNamespaces(request);
-for (String ns : response.getNamespaces()) {
-    System.out.println("Namespace: " + ns);
-}
-
-// List child namespaces under a parent
-ListNamespacesRequest childRequest = new ListNamespacesRequest();
-childRequest.setId(Arrays.asList("parent_namespace"));
-
-ListNamespacesResponse childResponse = namespaceClient.listNamespaces(childRequest);
-```
-
-### Listing Tables
-
-```java
-import org.lance.namespace.model.ListTablesRequest;
-import org.lance.namespace.model.ListTablesResponse;
-
-// List tables in a namespace
-ListTablesRequest request = new ListTablesRequest();
-request.setId(Arrays.asList("my_namespace"));
-
-ListTablesResponse response = namespaceClient.listTables(request);
-for (String table : response.getTables()) {
-    System.out.println("Table: " + table);
-}
-```
-
-### Dropping a Namespace
-
-```java
-import org.lance.namespace.model.DropNamespaceRequest;
-import org.lance.namespace.model.DropNamespaceResponse;
-
-DropNamespaceRequest request = new DropNamespaceRequest();
-request.setId(Arrays.asList("my_namespace"));
-
-DropNamespaceResponse response = namespaceClient.dropNamespace(request);
-```
-
-### Describing a Table
-
-```java
-import org.lance.namespace.model.DescribeTableRequest;
-import org.lance.namespace.model.DescribeTableResponse;
-
-DescribeTableRequest request = new DescribeTableRequest();
-request.setId(Arrays.asList("my_namespace", "my_table"));
-
-DescribeTableResponse response = namespaceClient.describeTable(request);
-System.out.println("Table version: " + response.getVersion());
-System.out.println("Schema fields: " + response.getSchema().getFields());
-```
-
-### Dropping a Table
-
-```java
-import org.lance.namespace.model.DropTableRequest;
-import org.lance.namespace.model.DropTableResponse;
-
-DropTableRequest request = new DropTableRequest();
-request.setId(Arrays.asList("my_namespace", "my_table"));
-
-DropTableResponse response = namespaceClient.dropTable(request);
-```
-
-## Writing Data
-
-### Creating a Table
-
-Tables are created within a namespace by providing data in Apache Arrow IPC format:
-
-```java
-import org.lance.namespace.LanceNamespace;
-import org.lance.namespace.model.CreateTableRequest;
-import org.lance.namespace.model.CreateTableResponse;
-import org.apache.arrow.memory.BufferAllocator;
-import org.apache.arrow.memory.RootAllocator;
-import org.apache.arrow.vector.IntVector;
-import org.apache.arrow.vector.VarCharVector;
-import org.apache.arrow.vector.VectorSchemaRoot;
-import org.apache.arrow.vector.complex.FixedSizeListVector;
-import org.apache.arrow.vector.Float4Vector;
-import org.apache.arrow.vector.ipc.ArrowStreamWriter;
-import org.apache.arrow.vector.types.FloatingPointPrecision;
-import org.apache.arrow.vector.types.pojo.ArrowType;
-import org.apache.arrow.vector.types.pojo.Field;
-import org.apache.arrow.vector.types.pojo.FieldType;
-import org.apache.arrow.vector.types.pojo.Schema;
-
-import java.io.ByteArrayOutputStream;
-import java.nio.channels.Channels;
-import java.util.Arrays;
-
-// Create schema with id, name, and embedding fields
-Schema schema = new Schema(Arrays.asList(
-    new Field("id", FieldType.nullable(new ArrowType.Int(32, true)), null),
-    new Field("name", FieldType.nullable(new ArrowType.Utf8()), null),
-    new Field("embedding",
-        FieldType.nullable(new ArrowType.FixedSizeList(128)),
-        Arrays.asList(new Field("item",
-            FieldType.nullable(new ArrowType.FloatingPoint(FloatingPointPrecision.SINGLE)),
-            null)))
-));
-
-try (BufferAllocator allocator = new RootAllocator();
-     VectorSchemaRoot root = VectorSchemaRoot.create(schema, allocator)) {
-
-    // Populate data
-    root.setRowCount(3);
-    IntVector idVector = (IntVector) root.getVector("id");
-    VarCharVector nameVector = (VarCharVector) root.getVector("name");
-    FixedSizeListVector embeddingVector = (FixedSizeListVector) root.getVector("embedding");
-    Float4Vector embeddingData = (Float4Vector) embeddingVector.getDataVector();
-
-    for (int i = 0; i < 3; i++) {
-        idVector.setSafe(i, i + 1);
-        nameVector.setSafe(i, ("item_" + i).getBytes());
-        embeddingVector.setNotNull(i);
-        for (int j = 0; j < 128; j++) {
-            embeddingData.setSafe(i * 128 + j, (float) i);
-        }
-    }
-    idVector.setValueCount(3);
-    nameVector.setValueCount(3);
-    embeddingData.setValueCount(3 * 128);
-    embeddingVector.setValueCount(3);
-
-    // Serialize to Arrow IPC format
-    ByteArrayOutputStream out = new ByteArrayOutputStream();
-    try (ArrowStreamWriter writer = new ArrowStreamWriter(root, null, Channels.newChannel(out))) {
-        writer.start();
-        writer.writeBatch();
-        writer.end();
-    }
-    byte[] tableData = out.toByteArray();
-
-    // Create table in a namespace
-    CreateTableRequest request = new CreateTableRequest();
-    request.setId(Arrays.asList("my_namespace", "my_table"));
-    CreateTableResponse response = namespaceClient.createTable(request, tableData);
-}
-```
-
-### Insert
-
-```java
-import org.lance.namespace.model.InsertIntoTableRequest;
-import org.lance.namespace.model.InsertIntoTableResponse;
-
-// Prepare data in Arrow IPC format (similar to create table example)
-byte[] insertData = prepareArrowData();
-
-InsertIntoTableRequest request = new InsertIntoTableRequest();
-request.setId(Arrays.asList("my_namespace", "my_table"));
-request.setMode(InsertIntoTableRequest.ModeEnum.APPEND);
-
-InsertIntoTableResponse response = namespaceClient.insertIntoTable(request, insertData);
-System.out.println("New version: " + response.getVersion());
-```
-
-### Update
-
-Update rows matching a predicate condition:
-
-```java
-import org.lance.namespace.model.UpdateTableRequest;
-import org.lance.namespace.model.UpdateTableResponse;
-
-UpdateTableRequest request = new UpdateTableRequest();
-request.setId(Arrays.asList("my_namespace", "my_table"));
-
-// Predicate to select rows to update
-request.setPredicate("id = 1");
-
-// Set new values using SQL expressions as [column_name, expression] pairs
-request.setUpdates(Arrays.asList(
-    Arrays.asList("name", "'updated_name'")
-));
-
-UpdateTableResponse response = namespaceClient.updateTable(request);
-System.out.println("Updated rows: " + response.getUpdatedRows());
-```
-
-### Delete
-
-Delete rows matching a predicate condition:
-
-```java
-import org.lance.namespace.model.DeleteFromTableRequest;
-import org.lance.namespace.model.DeleteFromTableResponse;
-
-DeleteFromTableRequest request = new DeleteFromTableRequest();
-request.setId(Arrays.asList("my_namespace", "my_table"));
-
-// Predicate to select rows to delete
-request.setPredicate("id > 100");
-
-DeleteFromTableResponse response = namespaceClient.deleteFromTable(request);
-System.out.println("New version: " + response.getVersion());
-```
-
-### Merge Insert (Upsert)
-
-Merge insert allows you to update existing rows and insert new rows in a single operation based on a key column:
-
-```java
-import org.lance.namespace.model.MergeInsertIntoTableRequest;
-import org.lance.namespace.model.MergeInsertIntoTableResponse;
-
-// Prepare data with rows to update (id=2,3) and new rows (id=4)
-byte[] mergeData = prepareArrowData();  // Contains rows with id=2,3,4
-
-MergeInsertIntoTableRequest request = new MergeInsertIntoTableRequest();
-request.setId(Arrays.asList("my_namespace", "my_table"));
-
-// Match on the "id" column
-request.setOn("id");
-
-// Update all columns when a matching row is found
-request.setWhenMatchedUpdateAll(true);
-
-// Insert new rows when no match is found
-request.setWhenNotMatchedInsertAll(true);
-
-MergeInsertIntoTableResponse response = namespaceClient.mergeInsertIntoTable(request, mergeData);
-
-System.out.println("Updated rows: " + response.getNumUpdatedRows());
-System.out.println("Inserted rows: " + response.getNumInsertedRows());
-```
-
-## Querying Data
-
-### Counting Rows
-
-```java
-import org.lance.namespace.model.CountTableRowsRequest;
-
-CountTableRowsRequest request = new CountTableRowsRequest();
-request.setId(Arrays.asList("my_namespace", "my_table"));
-
-Long rowCount = namespaceClient.countTableRows(request);
-System.out.println("Row count: " + rowCount);
-```
-
-### Vector Search
-
-```java
-import org.lance.namespace.model.QueryTableRequest;
-import org.lance.namespace.model.QueryTableRequestVector;
-
-QueryTableRequest query = new QueryTableRequest();
-query.setId(Arrays.asList("my_namespace", "my_table"));
-query.setK(10);  // Return top 10 results
-
-// Set the query vector
-List<Float> queryVector = new ArrayList<>();
-for (int i = 0; i < 128; i++) {
-    queryVector.add(1.0f);
-}
-QueryTableRequestVector vector = new QueryTableRequestVector();
-vector.setSingleVector(queryVector);
-query.setVector(vector);
-
-// Specify columns to return
-query.setColumns(Arrays.asList("id", "name", "embedding"));
-
-// Execute query - returns Arrow IPC format
-byte[] result = namespaceClient.queryTable(query);
-```
-
-### Full Text Search
-
-```java
-import org.lance.namespace.model.QueryTableRequest;
-import org.lance.namespace.model.QueryTableRequestFullTextQuery;
-import org.lance.namespace.model.StringFtsQuery;
-
-QueryTableRequest query = new QueryTableRequest();
-query.setId(Arrays.asList("my_namespace", "my_table"));
-query.setK(10);
-
-// Set full text search query
-StringFtsQuery stringQuery = new StringFtsQuery();
-stringQuery.setQuery("search terms");
-stringQuery.setColumns(Arrays.asList("text_column"));
-
-QueryTableRequestFullTextQuery fts = new QueryTableRequestFullTextQuery();
-fts.setStringQuery(stringQuery);
-query.setFullTextQuery(fts);
-
-// Specify columns to return
-query.setColumns(Arrays.asList("id", "text_column"));
-
-byte[] result = namespaceClient.queryTable(query);
-```
-
-### Query with Filter
-
-```java
-QueryTableRequest query = new QueryTableRequest();
-query.setId(Arrays.asList("my_namespace", "my_table"));
-query.setK(10);
-query.setFilter("id > 50");
-query.setColumns(Arrays.asList("id", "name"));
-
-byte[] result = namespaceClient.queryTable(query);
-```
-
-### Query with Prefilter
-
-```java
-QueryTableRequest query = new QueryTableRequest();
-query.setId(Arrays.asList("my_namespace", "my_table"));
-query.setK(5);
-query.setPrefilter(true);  // Apply filter before vector search
-query.setFilter("category = 'electronics'");
-
-// Set query vector
-QueryTableRequestVector vector = new QueryTableRequestVector();
-vector.setSingleVector(queryVector);
-query.setVector(vector);
-
-byte[] result = namespaceClient.queryTable(query);
-```
-
-### Reading Query Results
-
-Query results are returned in Apache Arrow IPC file format. Here's how to read them:
-
-```java
-import org.apache.arrow.vector.ipc.ArrowFileReader;
-import org.apache.arrow.vector.VectorSchemaRoot;
-import org.apache.arrow.memory.BufferAllocator;
-import org.apache.arrow.memory.RootAllocator;
-
-import java.nio.ByteBuffer;
-import java.nio.channels.SeekableByteChannel;
-
-// Helper class to read Arrow data from byte array
-class ByteArraySeekableByteChannel implements SeekableByteChannel {
-    private final byte[] data;
-    private long position = 0;
-    private boolean isOpen = true;
-
-    public ByteArraySeekableByteChannel(byte[] data) {
-        this.data = data;
-    }
-
-    @Override
-    public int read(ByteBuffer dst) {
-        int remaining = dst.remaining();
-        int available = (int) (data.length - position);
-        if (available <= 0) return -1;
-        int toRead = Math.min(remaining, available);
-        dst.put(data, (int) position, toRead);
-        position += toRead;
-        return toRead;
-    }
-
-    @Override public long position() { return position; }
-    @Override public SeekableByteChannel position(long newPosition) { position = newPosition; return this; }
-    @Override public long size() { return data.length; }
-    @Override public boolean isOpen() { return isOpen; }
-    @Override public void close() { isOpen = false; }
-    @Override public int write(ByteBuffer src) { throw new UnsupportedOperationException(); }
-    @Override public SeekableByteChannel truncate(long size) { throw new UnsupportedOperationException(); }
-}
-
-// Read query results
-byte[] queryResult = namespaceClient.queryTable(query);
-
-try (BufferAllocator allocator = new RootAllocator();
-     ArrowFileReader reader = new ArrowFileReader(
-         new ByteArraySeekableByteChannel(queryResult), allocator)) {
-
-    for (int i = 0; i < reader.getRecordBlocks().size(); i++) {
-        reader.loadRecordBatch(reader.getRecordBlocks().get(i));
-        VectorSchemaRoot root = reader.getVectorSchemaRoot();
-
-        // Access data
-        IntVector idVector = (IntVector) root.getVector("id");
-        VarCharVector nameVector = (VarCharVector) root.getVector("name");
-
-        for (int row = 0; row < root.getRowCount(); row++) {
-            int id = idVector.get(row);
-            String name = new String(nameVector.get(row));
-            System.out.println("Row " + row + ": id=" + id + ", name=" + name);
-        }
-    }
-}
-```

docs/src/js/README.md

@@ -34,7 +34,7 @@ const results = await table.vectorSearch([0.1, 0.3]).limit(20).toArray();
 console.log(results);
 ```
 
-The [quickstart](https://lancedb.com/docs/quickstart/basic-usage/) contains more complete examples.
+The [quickstart](https://lancedb.github.io/lancedb/basic/) contains a more complete example.
 
 ## Development
 

docs/src/js/_media/CONTRIBUTING.md

@@ -1,7 +1,7 @@
 # Contributing to LanceDB Typescript
 
 This document outlines the process for contributing to LanceDB Typescript.
-For general contribution guidelines, see [CONTRIBUTING.md](../CONTRIBUTING.md).
+For general contribution guidelines, see [CONTRIBUTING.md](../../../../CONTRIBUTING.md).
 
 ## Project layout
 

docs/src/js/classes/PermutationBuilder.md

@@ -147,7 +147,7 @@ A new PermutationBuilder instance
 #### Example
 
 ```ts
-builder.splitCalculated({ calculation: "user_id % 3" });
+builder.splitCalculated("user_id % 3");
 ```
 
 ***

docs/src/js/interfaces/ConnectionOptions.md

@@ -89,4 +89,4 @@ optional storageOptions: Record<string, string>;
 
 (For LanceDB OSS only): configuration for object storage.
 
-The available options are described at https://lancedb.com/docs/storage/
+The available options are described at https://lancedb.github.io/lancedb/guides/storage/

docs/src/js/interfaces/CreateTableOptions.md

@@ -97,4 +97,4 @@ Configuration for object storage.
 Options already set on the connection will be inherited by the table,
 but can be overridden here.
 
-The available options are described at https://lancedb.com/docs/storage/
+The available options are described at https://lancedb.github.io/lancedb/guides/storage/

docs/src/js/interfaces/MergeResult.md

@@ -8,14 +8,6 @@
 
 ## Properties
 
-### numAttempts
-
-```ts
-numAttempts: number;
-```
-
-***
-
 ### numDeletedRows
 
 ```ts

docs/src/js/interfaces/OpenTableOptions.md

@@ -42,4 +42,4 @@ Configuration for object storage.
 Options already set on the connection will be inherited by the table,
 but can be overridden here.
 
-The available options are described at https://lancedb.com/docs/storage/
+The available options are described at https://lancedb.github.io/lancedb/guides/storage/

docs/src/python/python.md

@@ -30,12 +30,6 @@ is also an [asynchronous API client](#connections-asynchronous).
 
 ::: lancedb.table.Table
 
-::: lancedb.table.FragmentStatistics
-
-::: lancedb.table.FragmentSummaryStats
-
-::: lancedb.table.Tags
-
 ## Querying (Synchronous)
 
 ::: lancedb.query.Query
@@ -64,14 +58,6 @@ is also an [asynchronous API client](#connections-asynchronous).
 
 ::: lancedb.embeddings.open_clip.OpenClipEmbeddings
 
-## Remote configuration
-
-::: lancedb.remote.ClientConfig
-
-::: lancedb.remote.TimeoutConfig
-
-::: lancedb.remote.RetryConfig
-
 ## Context
 
 ::: lancedb.context.contextualize
@@ -129,8 +115,6 @@ Table hold your actual data as a collection of records / rows.
 
 ::: lancedb.table.AsyncTable
 
-::: lancedb.table.AsyncTags
-
 ## Indices (Asynchronous)
 
 Indices can be created on a table to speed up queries. This section
@@ -152,8 +136,6 @@ lists the indices that LanceDb supports.
 
 ::: lancedb.index.IvfFlat
 
-::: lancedb.table.IndexStatistics
-
 ## Querying (Asynchronous)
 
 Queries allow you to return data from your database. Basic queries can be

docs/src/styles/extra.css

@@ -85,26 +85,17 @@
 
 /* Header gradient (only header area) */
 .md-header {
-  background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
+  background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
   box-shadow: inset 0 1px 0 rgba(255,255,255,0.08), 0 1px 0 rgba(0,0,0,0.08);
 }
 
-/* Improve brand title contrast on the lavender side */
-.md-header__title,
-.md-header__topic,
-.md-header__title .md-ellipsis,
-.md-header__topic .md-ellipsis {
-  color: #2b1b3a;
-  text-shadow: 0 1px 0 rgba(255, 255, 255, 0.25);
-}
-
 /* Same colors as header for tabs (that hold the text) */
 .md-tabs {
-  background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
+  background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
 }
 
 /* Dark scheme variant */
 [data-md-color-scheme="slate"] .md-header,
 [data-md-color-scheme="slate"] .md-tabs {
-  background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
+  background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
 }

java/Makefile

@@ -1,28 +0,0 @@
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-.PHONY: build-lancedb
-build-lancedb:
-	./mvnw spotless:apply -pl lancedb-core -am
-	./mvnw install -pl lancedb-core -am
-
-.PHONY: test-lancedb
-test-lancedb:
-	# Requires LANCEDB_DB and LANCEDB_API_KEY environment variables
-	./mvnw test -pl lancedb-core -P integration-tests
-
-.PHONY: clean
-clean:
-	./mvnw clean
-
-.PHONY: build
-build: build-lancedb

java/README.md

@@ -7,11 +7,10 @@
 For LanceDB Cloud, use the simplified builder API:
 
 ```java
-import com.lancedb.LanceDbNamespaceClientBuilder;
+import com.lancedb.lance.namespace.LanceRestNamespace;
-import org.lance.namespace.LanceNamespace;
 
 // If your DB url is db://example-db, then your database here is example-db
-LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
+LanceRestNamespace namespace = LanceDBRestNamespaces.builder()
     .apiKey("your_lancedb_cloud_api_key")
     .database("your_database_name")
     .build();
@@ -19,13 +18,13 @@ LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
 
 ### LanceDB Enterprise
 
-For Enterprise deployments, use your custom endpoint:
+For Enterprise deployments, use your VPC endpoint:
 
 ```java
-LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
+LanceRestNamespace namespace = LanceDBRestNamespaces.builder()
     .apiKey("your_lancedb_enterprise_api_key")
-    .database("your_database_name")
+    .database("your-top-dir") // Your top level folder under your cloud bucket, e.g. s3://your-bucket/your-top-dir/
-    .endpoint("<your_enterprise_endpoint>")
+    .hostOverride("http://<vpc_endpoint_dns_name>:80")
     .build();
 ```
 
@@ -34,11 +33,5 @@ LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
 Build:
 
 ```shell
-./mvnw install -pl lancedb-core -am
+./mvnw install
-```
+```
-
-Run tests:
-
-```shell
-./mvnw test -pl lancedb-core
-```

java/core/lancedb-jni/Cargo.toml

@@ -0,0 +1,30 @@
+[package]
+name = "lancedb-jni"
+description = "JNI bindings for LanceDB"
+# TODO modify lancedb/Cargo.toml for version and dependencies
+version = "0.10.0"
+edition.workspace = true
+repository.workspace = true
+readme.workspace = true
+license.workspace = true
+keywords.workspace = true
+categories.workspace = true
+publish = false
+
+[lib]
+crate-type = ["cdylib"]
+
+[dependencies]
+lancedb = { path = "../../../rust/lancedb", default-features = false }
+lance = { workspace = true }
+arrow = { workspace = true, features = ["ffi"] }
+arrow-schema.workspace = true
+tokio = "1.46"
+jni = "0.21.1"
+snafu.workspace = true
+lazy_static.workspace = true
+serde = { version = "^1" }
+serde_json = { version = "1" }
+
+[features]
+default = ["lancedb/default"]

java/core/lancedb-jni/src/connection.rs

@@ -0,0 +1,133 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The LanceDB Authors
+
+use crate::ffi::JNIEnvExt;
+use crate::traits::IntoJava;
+use crate::{Error, RT};
+use jni::objects::{JObject, JString, JValue};
+use jni::JNIEnv;
+pub const NATIVE_CONNECTION: &str = "nativeConnectionHandle";
+use crate::Result;
+use lancedb::connection::{connect, Connection};
+
+#[derive(Clone)]
+pub struct BlockingConnection {
+    pub(crate) inner: Connection,
+}
+
+impl BlockingConnection {
+    pub fn create(dataset_uri: &str) -> Result<Self> {
+        let inner = RT.block_on(connect(dataset_uri).execute())?;
+        Ok(Self { inner })
+    }
+
+    pub fn table_names(
+        &self,
+        start_after: Option<String>,
+        limit: Option<i32>,
+    ) -> Result<Vec<String>> {
+        let mut op = self.inner.table_names();
+        if let Some(start_after) = start_after {
+            op = op.start_after(start_after);
+        }
+        if let Some(limit) = limit {
+            op = op.limit(limit as u32);
+        }
+        Ok(RT.block_on(op.execute())?)
+    }
+}
+
+impl IntoJava for BlockingConnection {
+    fn into_java<'a>(self, env: &mut JNIEnv<'a>) -> JObject<'a> {
+        attach_native_connection(env, self)
+    }
+}
+
+fn attach_native_connection<'local>(
+    env: &mut JNIEnv<'local>,
+    connection: BlockingConnection,
+) -> JObject<'local> {
+    let j_connection = create_java_connection_object(env);
+    // This block sets a native Rust object (Connection) as a field in the Java object (j_Connection).
+    // Caution: This creates a potential for memory leaks. The Rust object (Connection) is not
+    // automatically garbage-collected by Java, and its memory will not be freed unless
+    // explicitly handled.
+    //
+    // To prevent memory leaks, ensure the following:
+    // 1. The Java object (`j_Connection`) should implement the `java.io.Closeable` interface.
+    // 2. Users of this Java object should be instructed to always use it within a try-with-resources
+    //    statement (or manually call the `close()` method) to ensure that `self.close()` is invoked.
+    match unsafe { env.set_rust_field(&j_connection, NATIVE_CONNECTION, connection) } {
+        Ok(_) => j_connection,
+        Err(err) => {
+            env.throw_new(
+                "java/lang/RuntimeException",
+                format!("Failed to set native handle for Connection: {}", err),
+            )
+            .expect("Error throwing exception");
+            JObject::null()
+        }
+    }
+}
+
+fn create_java_connection_object<'a>(env: &mut JNIEnv<'a>) -> JObject<'a> {
+    env.new_object("com/lancedb/lancedb/Connection", "()V", &[])
+        .expect("Failed to create Java Lance Connection instance")
+}
+
+#[no_mangle]
+pub extern "system" fn Java_com_lancedb_lancedb_Connection_releaseNativeConnection(
+    mut env: JNIEnv,
+    j_connection: JObject,
+) {
+    let _: BlockingConnection = unsafe {
+        env.take_rust_field(j_connection, NATIVE_CONNECTION)
+            .expect("Failed to take native Connection handle")
+    };
+}
+
+#[no_mangle]
+pub extern "system" fn Java_com_lancedb_lancedb_Connection_connect<'local>(
+    mut env: JNIEnv<'local>,
+    _obj: JObject,
+    dataset_uri_object: JString,
+) -> JObject<'local> {
+    let dataset_uri: String = ok_or_throw!(env, env.get_string(&dataset_uri_object)).into();
+    let blocking_connection = ok_or_throw!(env, BlockingConnection::create(&dataset_uri));
+    blocking_connection.into_java(&mut env)
+}
+
+#[no_mangle]
+pub extern "system" fn Java_com_lancedb_lancedb_Connection_tableNames<'local>(
+    mut env: JNIEnv<'local>,
+    j_connection: JObject,
+    start_after_obj: JObject, // Optional<String>
+    limit_obj: JObject,       // Optional<Integer>
+) -> JObject<'local> {
+    ok_or_throw!(
+        env,
+        inner_table_names(&mut env, j_connection, start_after_obj, limit_obj)
+    )
+}
+
+fn inner_table_names<'local>(
+    env: &mut JNIEnv<'local>,
+    j_connection: JObject,
+    start_after_obj: JObject, // Optional<String>
+    limit_obj: JObject,       // Optional<Integer>
+) -> Result<JObject<'local>> {
+    let start_after = env.get_string_opt(&start_after_obj)?;
+    let limit = env.get_int_opt(&limit_obj)?;
+    let conn =
+        unsafe { env.get_rust_field::<_, _, BlockingConnection>(j_connection, NATIVE_CONNECTION) }?;
+    let table_names = conn.table_names(start_after, limit)?;
+    drop(conn);
+    let j_names = env.new_object("java/util/ArrayList", "()V", &[])?;
+    for item in table_names {
+        let jstr_item = env.new_string(item)?;
+        let item_jobj = JObject::from(jstr_item);
+        let item_gen = JValue::Object(&item_jobj);
+        env.call_method(&j_names, "add", "(Ljava/lang/Object;)Z", &[item_gen])?;
+    }
+    Ok(j_names)
+}

java/core/lancedb-jni/src/error.rs

@@ -0,0 +1,217 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The LanceDB Authors
+
+use std::str::Utf8Error;
+
+use arrow_schema::ArrowError;
+use jni::errors::Error as JniError;
+use serde_json::Error as JsonError;
+use snafu::{Location, Snafu};
+
+type BoxedError = Box<dyn std::error::Error + Send + Sync + 'static>;
+
+/// Java Exception types
+pub enum JavaException {
+    IllegalArgumentException,
+    IOException,
+    RuntimeException,
+}
+
+impl JavaException {
+    pub fn as_str(&self) -> &str {
+        match self {
+            Self::IllegalArgumentException => "java/lang/IllegalArgumentException",
+            Self::IOException => "java/io/IOException",
+            Self::RuntimeException => "java/lang/RuntimeException",
+        }
+    }
+}
+/// TODO(lu) change to lancedb-jni
+#[derive(Debug, Snafu)]
+#[snafu(visibility(pub))]
+pub enum Error {
+    #[snafu(display("JNI error: {message}, {location}"))]
+    Jni { message: String, location: Location },
+    #[snafu(display("Invalid argument: {message}, {location}"))]
+    InvalidArgument { message: String, location: Location },
+    #[snafu(display("IO error: {source}, {location}"))]
+    IO {
+        source: BoxedError,
+        location: Location,
+    },
+    #[snafu(display("Arrow error: {message}, {location}"))]
+    Arrow { message: String, location: Location },
+    #[snafu(display("Index error: {message}, {location}"))]
+    Index { message: String, location: Location },
+    #[snafu(display("JSON error: {message}, {location}"))]
+    JSON { message: String, location: Location },
+    #[snafu(display("Dataset at path {path} was not found, {location}"))]
+    DatasetNotFound { path: String, location: Location },
+    #[snafu(display("Dataset already exists: {uri}, {location}"))]
+    DatasetAlreadyExists { uri: String, location: Location },
+    #[snafu(display("Table '{name}' already exists"))]
+    TableAlreadyExists { name: String },
+    #[snafu(display("Table '{name}' was not found: {source}"))]
+    TableNotFound {
+        name: String,
+        source: Box<dyn std::error::Error + Send + Sync>,
+    },
+    #[snafu(display("Invalid table name '{name}': {reason}"))]
+    InvalidTableName { name: String, reason: String },
+    #[snafu(display("Embedding function '{name}' was not found: {reason}, {location}"))]
+    EmbeddingFunctionNotFound {
+        name: String,
+        reason: String,
+        location: Location,
+    },
+    #[snafu(display("Other Lance error: {message}, {location}"))]
+    OtherLance { message: String, location: Location },
+    #[snafu(display("Other LanceDB error: {message}, {location}"))]
+    OtherLanceDB { message: String, location: Location },
+}
+
+impl Error {
+    /// Throw as Java Exception
+    pub fn throw(&self, env: &mut jni::JNIEnv) {
+        match self {
+            Self::InvalidArgument { .. }
+            | Self::DatasetNotFound { .. }
+            | Self::DatasetAlreadyExists { .. }
+            | Self::TableAlreadyExists { .. }
+            | Self::TableNotFound { .. }
+            | Self::InvalidTableName { .. }
+            | Self::EmbeddingFunctionNotFound { .. } => {
+                self.throw_as(env, JavaException::IllegalArgumentException)
+            }
+            Self::IO { .. } | Self::Index { .. } => self.throw_as(env, JavaException::IOException),
+            Self::Arrow { .. }
+            | Self::JSON { .. }
+            | Self::OtherLance { .. }
+            | Self::OtherLanceDB { .. }
+            | Self::Jni { .. } => self.throw_as(env, JavaException::RuntimeException),
+        }
+    }
+
+    /// Throw as an concrete Java Exception
+    pub fn throw_as(&self, env: &mut jni::JNIEnv, exception: JavaException) {
+        let message = &format!(
+            "Error when throwing Java exception: {}:{}",
+            exception.as_str(),
+            self
+        );
+        env.throw_new(exception.as_str(), self.to_string())
+            .expect(message);
+    }
+}
+
+pub type Result<T> = std::result::Result<T, Error>;
+
+trait ToSnafuLocation {
+    fn to_snafu_location(&'static self) -> snafu::Location;
+}
+
+impl ToSnafuLocation for std::panic::Location<'static> {
+    fn to_snafu_location(&'static self) -> snafu::Location {
+        snafu::Location::new(self.file(), self.line(), self.column())
+    }
+}
+
+impl From<JniError> for Error {
+    #[track_caller]
+    fn from(source: JniError) -> Self {
+        Self::Jni {
+            message: source.to_string(),
+            location: std::panic::Location::caller().to_snafu_location(),
+        }
+    }
+}
+
+impl From<Utf8Error> for Error {
+    #[track_caller]
+    fn from(source: Utf8Error) -> Self {
+        Self::InvalidArgument {
+            message: source.to_string(),
+            location: std::panic::Location::caller().to_snafu_location(),
+        }
+    }
+}
+
+impl From<ArrowError> for Error {
+    #[track_caller]
+    fn from(source: ArrowError) -> Self {
+        Self::Arrow {
+            message: source.to_string(),
+            location: std::panic::Location::caller().to_snafu_location(),
+        }
+    }
+}
+
+impl From<JsonError> for Error {
+    #[track_caller]
+    fn from(source: JsonError) -> Self {
+        Self::JSON {
+            message: source.to_string(),
+            location: std::panic::Location::caller().to_snafu_location(),
+        }
+    }
+}
+
+impl From<lance::Error> for Error {
+    #[track_caller]
+    fn from(source: lance::Error) -> Self {
+        match source {
+            lance::Error::DatasetNotFound {
+                path,
+                source: _,
+                location,
+            } => Self::DatasetNotFound { path, location },
+            lance::Error::DatasetAlreadyExists { uri, location } => {
+                Self::DatasetAlreadyExists { uri, location }
+            }
+            lance::Error::IO { source, location } => Self::IO { source, location },
+            lance::Error::Arrow { message, location } => Self::Arrow { message, location },
+            lance::Error::Index { message, location } => Self::Index { message, location },
+            lance::Error::InvalidInput { source, location } => Self::InvalidArgument {
+                message: source.to_string(),
+                location,
+            },
+            _ => Self::OtherLance {
+                message: source.to_string(),
+                location: std::panic::Location::caller().to_snafu_location(),
+            },
+        }
+    }
+}
+
+impl From<lancedb::Error> for Error {
+    #[track_caller]
+    fn from(source: lancedb::Error) -> Self {
+        match source {
+            lancedb::Error::InvalidTableName { name, reason } => {
+                Self::InvalidTableName { name, reason }
+            }
+            lancedb::Error::InvalidInput { message } => Self::InvalidArgument {
+                message,
+                location: std::panic::Location::caller().to_snafu_location(),
+            },
+            lancedb::Error::TableNotFound { name, source } => Self::TableNotFound { name, source },
+            lancedb::Error::TableAlreadyExists { name } => Self::TableAlreadyExists { name },
+            lancedb::Error::EmbeddingFunctionNotFound { name, reason } => {
+                Self::EmbeddingFunctionNotFound {
+                    name,
+                    reason,
+                    location: std::panic::Location::caller().to_snafu_location(),
+                }
+            }
+            lancedb::Error::Arrow { source } => Self::Arrow {
+                message: source.to_string(),
+                location: std::panic::Location::caller().to_snafu_location(),
+            },
+            lancedb::Error::Lance { source } => Self::from(source),
+            _ => Self::OtherLanceDB {
+                message: source.to_string(),
+                location: std::panic::Location::caller().to_snafu_location(),
+            },
+        }
+    }
+}

java/core/lancedb-jni/src/ffi.rs

@@ -0,0 +1,194 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The LanceDB Authors
+
+use core::slice;
+
+use jni::objects::{JByteBuffer, JObjectArray, JString};
+use jni::sys::jobjectArray;
+use jni::{objects::JObject, JNIEnv};
+
+use crate::error::{Error, Result};
+
+/// TODO(lu) import from lance-jni without duplicate
+/// Extend JNIEnv with helper functions.
+pub trait JNIEnvExt {
+    /// Get integers from Java List<Integer> object.
+    fn get_integers(&mut self, obj: &JObject) -> Result<Vec<i32>>;
+
+    /// Get strings from Java List<String> object.
+    #[allow(dead_code)]
+    fn get_strings(&mut self, obj: &JObject) -> Result<Vec<String>>;
+
+    /// Get strings from Java String[] object.
+    /// Note that get Option<Vec<String>> from Java Optional<String[]> just doesn't work.
+    #[allow(unused)]
+    fn get_strings_array(&mut self, obj: jobjectArray) -> Result<Vec<String>>;
+
+    /// Get Option<String> from Java Optional<String>.
+    fn get_string_opt(&mut self, obj: &JObject) -> Result<Option<String>>;
+
+    /// Get Option<Vec<String>> from Java Optional<List<String>>.
+    #[allow(unused)]
+    fn get_strings_opt(&mut self, obj: &JObject) -> Result<Option<Vec<String>>>;
+
+    /// Get Option<i32> from Java Optional<Integer>.
+    fn get_int_opt(&mut self, obj: &JObject) -> Result<Option<i32>>;
+
+    /// Get Option<Vec<i32>> from Java Optional<List<Integer>>.
+    fn get_ints_opt(&mut self, obj: &JObject) -> Result<Option<Vec<i32>>>;
+
+    /// Get Option<i64> from Java Optional<Long>.
+    #[allow(unused)]
+    fn get_long_opt(&mut self, obj: &JObject) -> Result<Option<i64>>;
+
+    /// Get Option<u64> from Java Optional<Long>.
+    #[allow(unused)]
+    fn get_u64_opt(&mut self, obj: &JObject) -> Result<Option<u64>>;
+
+    /// Get Option<&[u8]> from Java Optional<ByteBuffer>.
+    #[allow(unused)]
+    fn get_bytes_opt(&mut self, obj: &JObject) -> Result<Option<&[u8]>>;
+
+    fn get_optional<T, F>(&mut self, obj: &JObject, f: F) -> Result<Option<T>>
+    where
+        F: FnOnce(&mut JNIEnv, &JObject) -> Result<T>;
+}
+
+impl JNIEnvExt for JNIEnv<'_> {
+    fn get_integers(&mut self, obj: &JObject) -> Result<Vec<i32>> {
+        let list = self.get_list(obj)?;
+        let mut iter = list.iter(self)?;
+        let mut results = Vec::with_capacity(list.size(self)? as usize);
+        while let Some(elem) = iter.next(self)? {
+            let int_obj = self.call_method(elem, "intValue", "()I", &[])?;
+            let int_value = int_obj.i()?;
+            results.push(int_value);
+        }
+        Ok(results)
+    }
+
+    fn get_strings(&mut self, obj: &JObject) -> Result<Vec<String>> {
+        let list = self.get_list(obj)?;
+        let mut iter = list.iter(self)?;
+        let mut results = Vec::with_capacity(list.size(self)? as usize);
+        while let Some(elem) = iter.next(self)? {
+            let jstr = JString::from(elem);
+            let val = self.get_string(&jstr)?;
+            results.push(val.to_str()?.to_string())
+        }
+        Ok(results)
+    }
+
+    fn get_strings_array(&mut self, obj: jobjectArray) -> Result<Vec<String>> {
+        let jobject_array = unsafe { JObjectArray::from_raw(obj) };
+        let array_len = self.get_array_length(&jobject_array)?;
+        let mut res: Vec<String> = Vec::new();
+        for i in 0..array_len {
+            let item: JString = self.get_object_array_element(&jobject_array, i)?.into();
+            res.push(self.get_string(&item)?.into());
+        }
+        Ok(res)
+    }
+
+    fn get_string_opt(&mut self, obj: &JObject) -> Result<Option<String>> {
+        self.get_optional(obj, |env, inner_obj| {
+            let java_obj_gen = env.call_method(inner_obj, "get", "()Ljava/lang/Object;", &[])?;
+            let java_string_obj = java_obj_gen.l()?;
+            let jstr = JString::from(java_string_obj);
+            let val = env.get_string(&jstr)?;
+            Ok(val.to_str()?.to_string())
+        })
+    }
+
+    fn get_strings_opt(&mut self, obj: &JObject) -> Result<Option<Vec<String>>> {
+        self.get_optional(obj, |env, inner_obj| {
+            let java_obj_gen = env.call_method(inner_obj, "get", "()Ljava/lang/Object;", &[])?;
+            let java_list_obj = java_obj_gen.l()?;
+            env.get_strings(&java_list_obj)
+        })
+    }
+
+    fn get_int_opt(&mut self, obj: &JObject) -> Result<Option<i32>> {
+        self.get_optional(obj, |env, inner_obj| {
+            let java_obj_gen = env.call_method(inner_obj, "get", "()Ljava/lang/Object;", &[])?;
+            let java_int_obj = java_obj_gen.l()?;
+            let int_obj = env.call_method(java_int_obj, "intValue", "()I", &[])?;
+            let int_value = int_obj.i()?;
+            Ok(int_value)
+        })
+    }
+
+    fn get_ints_opt(&mut self, obj: &JObject) -> Result<Option<Vec<i32>>> {
+        self.get_optional(obj, |env, inner_obj| {
+            let java_obj_gen = env.call_method(inner_obj, "get", "()Ljava/lang/Object;", &[])?;
+            let java_list_obj = java_obj_gen.l()?;
+            env.get_integers(&java_list_obj)
+        })
+    }
+
+    fn get_long_opt(&mut self, obj: &JObject) -> Result<Option<i64>> {
+        self.get_optional(obj, |env, inner_obj| {
+            let java_obj_gen = env.call_method(inner_obj, "get", "()Ljava/lang/Object;", &[])?;
+            let java_long_obj = java_obj_gen.l()?;
+            let long_obj = env.call_method(java_long_obj, "longValue", "()J", &[])?;
+            let long_value = long_obj.j()?;
+            Ok(long_value)
+        })
+    }
+
+    fn get_u64_opt(&mut self, obj: &JObject) -> Result<Option<u64>> {
+        self.get_optional(obj, |env, inner_obj| {
+            let java_obj_gen = env.call_method(inner_obj, "get", "()Ljava/lang/Object;", &[])?;
+            let java_long_obj = java_obj_gen.l()?;
+            let long_obj = env.call_method(java_long_obj, "longValue", "()J", &[])?;
+            let long_value = long_obj.j()?;
+            Ok(long_value as u64)
+        })
+    }
+
+    fn get_bytes_opt(&mut self, obj: &JObject) -> Result<Option<&[u8]>> {
+        self.get_optional(obj, |env, inner_obj| {
+            let java_obj_gen = env.call_method(inner_obj, "get", "()Ljava/lang/Object;", &[])?;
+            let java_byte_buffer_obj = java_obj_gen.l()?;
+            let j_byte_buffer = JByteBuffer::from(java_byte_buffer_obj);
+            let raw_data = env.get_direct_buffer_address(&j_byte_buffer)?;
+            let capacity = env.get_direct_buffer_capacity(&j_byte_buffer)?;
+            let data = unsafe { slice::from_raw_parts(raw_data, capacity) };
+            Ok(data)
+        })
+    }
+
+    fn get_optional<T, F>(&mut self, obj: &JObject, f: F) -> Result<Option<T>>
+    where
+        F: FnOnce(&mut JNIEnv, &JObject) -> Result<T>,
+    {
+        if obj.is_null() {
+            return Ok(None);
+        }
+        let is_present = self.call_method(obj, "isPresent", "()Z", &[])?;
+        if !is_present.z()? {
+            // TODO(lu): put get java object into here cuz can only get java Object
+            Ok(None)
+        } else {
+            f(self, obj).map(Some)
+        }
+    }
+}
+
+#[no_mangle]
+pub extern "system" fn Java_com_lancedb_lance_test_JniTestHelper_parseInts(
+    mut env: JNIEnv,
+    _obj: JObject,
+    list_obj: JObject, // List<Integer>
+) {
+    ok_or_throw_without_return!(env, env.get_integers(&list_obj));
+}
+
+#[no_mangle]
+pub extern "system" fn Java_com_lancedb_lance_test_JniTestHelper_parseIntsOpt(
+    mut env: JNIEnv,
+    _obj: JObject,
+    list_obj: JObject, // Optional<List<Integer>>
+) {
+    ok_or_throw_without_return!(env, env.get_ints_opt(&list_obj));
+}

java/core/lancedb-jni/src/lib.rs

@@ -0,0 +1,57 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The LanceDB Authors
+
+use lazy_static::lazy_static;
+
+// TODO import from lance-jni without duplicate
+#[macro_export]
+macro_rules! ok_or_throw {
+    ($env:expr, $result:expr) => {
+        match $result {
+            Ok(value) => value,
+            Err(err) => {
+                Error::from(err).throw(&mut $env);
+                return JObject::null();
+            }
+        }
+    };
+}
+
+macro_rules! ok_or_throw_without_return {
+    ($env:expr, $result:expr) => {
+        match $result {
+            Ok(value) => value,
+            Err(err) => {
+                Error::from(err).throw(&mut $env);
+                return;
+            }
+        }
+    };
+}
+
+#[macro_export]
+macro_rules! ok_or_throw_with_return {
+    ($env:expr, $result:expr, $ret:expr) => {
+        match $result {
+            Ok(value) => value,
+            Err(err) => {
+                Error::from(err).throw(&mut $env);
+                return $ret;
+            }
+        }
+    };
+}
+
+mod connection;
+pub mod error;
+mod ffi;
+mod traits;
+
+pub use error::{Error, Result};
+
+lazy_static! {
+    static ref RT: tokio::runtime::Runtime = tokio::runtime::Builder::new_multi_thread()
+        .enable_all()
+        .build()
+        .expect("Failed to create tokio runtime");
+}

java/core/lancedb-jni/src/traits.rs

@@ -0,0 +1,114 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The LanceDB Authors
+
+use jni::objects::{JMap, JObject, JString, JValue};
+use jni::JNIEnv;
+
+use crate::Result;
+
+#[allow(dead_code)]
+pub trait FromJObject<T> {
+    fn extract(&self) -> Result<T>;
+}
+
+/// Convert a Rust type into a Java Object.
+pub trait IntoJava {
+    fn into_java<'a>(self, env: &mut JNIEnv<'a>) -> JObject<'a>;
+}
+
+impl FromJObject<i32> for JObject<'_> {
+    fn extract(&self) -> Result<i32> {
+        Ok(JValue::from(self).i()?)
+    }
+}
+
+impl FromJObject<i64> for JObject<'_> {
+    fn extract(&self) -> Result<i64> {
+        Ok(JValue::from(self).j()?)
+    }
+}
+
+impl FromJObject<f32> for JObject<'_> {
+    fn extract(&self) -> Result<f32> {
+        Ok(JValue::from(self).f()?)
+    }
+}
+
+impl FromJObject<f64> for JObject<'_> {
+    fn extract(&self) -> Result<f64> {
+        Ok(JValue::from(self).d()?)
+    }
+}
+
+#[allow(dead_code)]
+pub trait FromJString {
+    fn extract(&self, env: &mut JNIEnv) -> Result<String>;
+}
+
+impl FromJString for JString<'_> {
+    fn extract(&self, env: &mut JNIEnv) -> Result<String> {
+        Ok(env.get_string(self)?.into())
+    }
+}
+
+pub trait JMapExt {
+    #[allow(dead_code)]
+    fn get_string(&self, env: &mut JNIEnv, key: &str) -> Result<Option<String>>;
+
+    #[allow(dead_code)]
+    fn get_i32(&self, env: &mut JNIEnv, key: &str) -> Result<Option<i32>>;
+
+    #[allow(dead_code)]
+    fn get_i64(&self, env: &mut JNIEnv, key: &str) -> Result<Option<i64>>;
+
+    #[allow(dead_code)]
+    fn get_f32(&self, env: &mut JNIEnv, key: &str) -> Result<Option<f32>>;
+
+    #[allow(dead_code)]
+    fn get_f64(&self, env: &mut JNIEnv, key: &str) -> Result<Option<f64>>;
+}
+
+#[allow(dead_code)]
+fn get_map_value<T>(env: &mut JNIEnv, map: &JMap, key: &str) -> Result<Option<T>>
+where
+    for<'a> JObject<'a>: FromJObject<T>,
+{
+    let key_obj: JObject = env.new_string(key)?.into();
+    if let Some(value) = map.get(env, &key_obj)? {
+        if value.is_null() {
+            Ok(None)
+        } else {
+            Ok(Some(value.extract()?))
+        }
+    } else {
+        Ok(None)
+    }
+}
+
+impl JMapExt for JMap<'_, '_, '_> {
+    fn get_string(&self, env: &mut JNIEnv, key: &str) -> Result<Option<String>> {
+        let key_obj: JObject = env.new_string(key)?.into();
+        if let Some(value) = self.get(env, &key_obj)? {
+            let value_str: JString = value.into();
+            Ok(Some(value_str.extract(env)?))
+        } else {
+            Ok(None)
+        }
+    }
+
+    fn get_i32(&self, env: &mut JNIEnv, key: &str) -> Result<Option<i32>> {
+        get_map_value(env, self, key)
+    }
+
+    fn get_i64(&self, env: &mut JNIEnv, key: &str) -> Result<Option<i64>> {
+        get_map_value(env, self, key)
+    }
+
+    fn get_f32(&self, env: &mut JNIEnv, key: &str) -> Result<Option<f32>> {
+        get_map_value(env, self, key)
+    }
+
+    fn get_f64(&self, env: &mut JNIEnv, key: &str) -> Result<Option<f64>> {
+        get_map_value(env, self, key)
+    }
+}

java/core/pom.xml

@@ -0,0 +1,103 @@
+<?xml version="1.0" encoding="UTF-8"?>
+
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+    xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <parent>
+        <groupId>com.lancedb</groupId>
+        <artifactId>lancedb-parent</artifactId>
+        <version>0.22.3-final.0</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>lancedb-core</artifactId>
+    <name>${project.artifactId}</name>
+    <description>LanceDB Core</description>
+    <packaging>jar</packaging>
+    <properties>
+        <rust.release.build>false</rust.release.build>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.lancedb</groupId>
+            <artifactId>lance-namespace-core</artifactId>
+            <version>0.0.1</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.arrow</groupId>
+            <artifactId>arrow-vector</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.arrow</groupId>
+            <artifactId>arrow-memory-netty</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.arrow</groupId>
+            <artifactId>arrow-c-data</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.arrow</groupId>
+            <artifactId>arrow-dataset</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.json</groupId>
+            <artifactId>json</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.questdb</groupId>
+            <artifactId>jar-jni</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.junit.jupiter</groupId>
+            <artifactId>junit-jupiter</artifactId>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <profiles>
+        <profile>
+            <id>build-jni</id>
+            <activation>
+                <activeByDefault>true</activeByDefault>
+            </activation>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.questdb</groupId>
+                        <artifactId>rust-maven-plugin</artifactId>
+                        <version>1.1.1</version>
+                        <executions>
+                            <execution>
+                                <id>lancedb-jni</id>
+                                <goals>
+                                    <goal>build</goal>
+                                </goals>
+                                <configuration>
+                                    <path>lancedb-jni</path>
+                                    <release>${rust.release.build}</release>
+                                    <!-- Copy native libraries to target/classes for runtime access -->
+                                    <copyTo>${project.build.directory}/classes/nativelib</copyTo>
+                                    <copyWithPlatformDir>true</copyWithPlatformDir>
+                                </configuration>
+                            </execution>
+                            <execution>
+                                <id>lancedb-jni-test</id>
+                                <goals>
+                                    <goal>test</goal>
+                                </goals>
+                                <configuration>
+                                    <path>lancedb-jni</path>
+                                    <release>false</release>
+                                    <verbosity>-v</verbosity>
+                                </configuration>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
+</project>

java/core/src/main/java/com/lancedb/lancedb/Connection.java

@@ -0,0 +1,108 @@
+/*
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.lancedb.lancedb;
+
+import io.questdb.jar.jni.JarJniLoader;
+
+import java.io.Closeable;
+import java.util.List;
+import java.util.Optional;
+
+/** Represents LanceDB database. */
+public class Connection implements Closeable {
+  static {
+    JarJniLoader.loadLib(Connection.class, "/nativelib", "lancedb_jni");
+  }
+
+  private long nativeConnectionHandle;
+
+  /** Connect to a LanceDB instance. */
+  public static native Connection connect(String uri);
+
+  /**
+   * Get the names of all tables in the database. The names are sorted in ascending order.
+   *
+   * @return the table names
+   */
+  public List<String> tableNames() {
+    return tableNames(Optional.empty(), Optional.empty());
+  }
+
+  /**
+   * Get the names of filtered tables in the database. The names are sorted in ascending order.
+   *
+   * @param limit The number of results to return.
+   * @return the table names
+   */
+  public List<String> tableNames(int limit) {
+    return tableNames(Optional.empty(), Optional.of(limit));
+  }
+
+  /**
+   * Get the names of filtered tables in the database. The names are sorted in ascending order.
+   *
+   * @param startAfter If present, only return names that come lexicographically after the supplied
+   *     value. This can be combined with limit to implement pagination by setting this to the last
+   *     table name from the previous page.
+   * @return the table names
+   */
+  public List<String> tableNames(String startAfter) {
+    return tableNames(Optional.of(startAfter), Optional.empty());
+  }
+
+  /**
+   * Get the names of filtered tables in the database. The names are sorted in ascending order.
+   *
+   * @param startAfter If present, only return names that come lexicographically after the supplied
+   *     value. This can be combined with limit to implement pagination by setting this to the last
+   *     table name from the previous page.
+   * @param limit The number of results to return.
+   * @return the table names
+   */
+  public List<String> tableNames(String startAfter, int limit) {
+    return tableNames(Optional.of(startAfter), Optional.of(limit));
+  }
+
+  /**
+   * Get the names of filtered tables in the database. The names are sorted in ascending order.
+   *
+   * @param startAfter If present, only return names that come lexicographically after the supplied
+   *     value. This can be combined with limit to implement pagination by setting this to the last
+   *     table name from the previous page.
+   * @param limit The number of results to return.
+   * @return the table names
+   */
+  public native List<String> tableNames(Optional<String> startAfter, Optional<Integer> limit);
+
+  /**
+   * Closes this connection and releases any system resources associated with it. If the connection
+   * is already closed, then invoking this method has no effect.
+   */
+  @Override
+  public void close() {
+    if (nativeConnectionHandle != 0) {
+      releaseNativeConnection(nativeConnectionHandle);
+      nativeConnectionHandle = 0;
+    }
+  }
+
+  /**
+   * Native method to release the Lance connection resources associated with the given handle.
+   *
+   * @param handle The native handle to the connection resource.
+   */
+  private native void releaseNativeConnection(long handle);
+
+  private Connection() {}
+}

java/core/src/test/java/com/lancedb/lancedb/ConnectionTest.java

@@ -0,0 +1,135 @@
+/*
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.lancedb.lancedb;
+
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+import java.net.URL;
+import java.nio.file.Path;
+import java.util.List;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class ConnectionTest {
+  private static final String[] TABLE_NAMES = {
+    "dataset_version", "new_empty_dataset", "test", "write_stream"
+  };
+
+  @TempDir static Path tempDir; // Temporary directory for the tests
+  private static URL lanceDbURL;
+
+  @BeforeAll
+  static void setUp() {
+    ClassLoader classLoader = ConnectionTest.class.getClassLoader();
+    lanceDbURL = classLoader.getResource("example_db");
+  }
+
+  @Test
+  void emptyDB() {
+    String databaseUri = tempDir.resolve("emptyDB").toString();
+    try (Connection conn = Connection.connect(databaseUri)) {
+      List<String> tableNames = conn.tableNames();
+      assertTrue(tableNames.isEmpty());
+    }
+  }
+
+  @Test
+  void tableNames() {
+    try (Connection conn = Connection.connect(lanceDbURL.toString())) {
+      List<String> tableNames = conn.tableNames();
+      assertEquals(4, tableNames.size());
+      for (int i = 0; i < TABLE_NAMES.length; i++) {
+        assertEquals(TABLE_NAMES[i], tableNames.get(i));
+      }
+    }
+  }
+
+  @Test
+  void tableNamesStartAfter() {
+    try (Connection conn = Connection.connect(lanceDbURL.toString())) {
+      assertTableNamesStartAfter(
+          conn, TABLE_NAMES[0], 3, TABLE_NAMES[1], TABLE_NAMES[2], TABLE_NAMES[3]);
+      assertTableNamesStartAfter(conn, TABLE_NAMES[1], 2, TABLE_NAMES[2], TABLE_NAMES[3]);
+      assertTableNamesStartAfter(conn, TABLE_NAMES[2], 1, TABLE_NAMES[3]);
+      assertTableNamesStartAfter(conn, TABLE_NAMES[3], 0);
+      assertTableNamesStartAfter(
+          conn, "a_dataset", 4, TABLE_NAMES[0], TABLE_NAMES[1], TABLE_NAMES[2], TABLE_NAMES[3]);
+      assertTableNamesStartAfter(conn, "o_dataset", 2, TABLE_NAMES[2], TABLE_NAMES[3]);
+      assertTableNamesStartAfter(conn, "v_dataset", 1, TABLE_NAMES[3]);
+      assertTableNamesStartAfter(conn, "z_dataset", 0);
+    }
+  }
+
+  private void assertTableNamesStartAfter(
+      Connection conn, String startAfter, int expectedSize, String... expectedNames) {
+    List<String> tableNames = conn.tableNames(startAfter);
+    assertEquals(expectedSize, tableNames.size());
+    for (int i = 0; i < expectedNames.length; i++) {
+      assertEquals(expectedNames[i], tableNames.get(i));
+    }
+  }
+
+  @Test
+  void tableNamesLimit() {
+    try (Connection conn = Connection.connect(lanceDbURL.toString())) {
+      for (int i = 0; i <= TABLE_NAMES.length; i++) {
+        List<String> tableNames = conn.tableNames(i);
+        assertEquals(i, tableNames.size());
+        for (int j = 0; j < i; j++) {
+          assertEquals(TABLE_NAMES[j], tableNames.get(j));
+        }
+      }
+    }
+  }
+
+  @Test
+  void tableNamesStartAfterLimit() {
+    try (Connection conn = Connection.connect(lanceDbURL.toString())) {
+      List<String> tableNames = conn.tableNames(TABLE_NAMES[0], 2);
+      assertEquals(2, tableNames.size());
+      assertEquals(TABLE_NAMES[1], tableNames.get(0));
+      assertEquals(TABLE_NAMES[2], tableNames.get(1));
+      tableNames = conn.tableNames(TABLE_NAMES[1], 1);
+      assertEquals(1, tableNames.size());
+      assertEquals(TABLE_NAMES[2], tableNames.get(0));
+      tableNames = conn.tableNames(TABLE_NAMES[2], 2);
+      assertEquals(1, tableNames.size());
+      assertEquals(TABLE_NAMES[3], tableNames.get(0));
+      tableNames = conn.tableNames(TABLE_NAMES[3], 2);
+      assertEquals(0, tableNames.size());
+      tableNames = conn.tableNames(TABLE_NAMES[0], 0);
+      assertEquals(0, tableNames.size());
+
+      // Limit larger than the number of remaining tables
+      tableNames = conn.tableNames(TABLE_NAMES[0], 10);
+      assertEquals(3, tableNames.size());
+      assertEquals(TABLE_NAMES[1], tableNames.get(0));
+      assertEquals(TABLE_NAMES[2], tableNames.get(1));
+      assertEquals(TABLE_NAMES[3], tableNames.get(2));
+
+      // Start after a value not in the list
+      tableNames = conn.tableNames("non_existent_table", 2);
+      assertEquals(2, tableNames.size());
+      assertEquals(TABLE_NAMES[2], tableNames.get(0));
+      assertEquals(TABLE_NAMES[3], tableNames.get(1));
+
+      // Start after the last table with a limit
+      tableNames = conn.tableNames(TABLE_NAMES[3], 1);
+      assertEquals(0, tableNames.size());
+    }
+  }
+}

java/core/src/test/resources/example_db/dataset_version.lance/_transactions/0-d51afd07-e3cd-4c76-9b9b-787e13fd55b0.txn

@@ -0,0 +1 @@
+$d51afd07-e3cd-4c76-9b9b-787e13fd55b0<62>=id <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
*int320
8
name
 <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
*string0
8

java/core/src/test/resources/example_db/new_empty_dataset.lance/_transactions/0-15648e72-076f-4ef1-8b90-10d305b95b3b.txn

@@ -0,0 +1 @@
+$15648e72-076f-4ef1-8b90-10d305b95b3b<33>=id <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
*int320
8
name
 <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
*string0
8

java/core/src/test/resources/example_db/test.lance/_transactions/0-a3689caf-4f6b-4afc-a3c7-97af75661843.txn

@@ -0,0 +1 @@
+$a3689caf-4f6b-4afc-a3c7-97af75661843<34>oitem <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
*string8price
 <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
*double8
0vector <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
*fixed_size_list:float:28

java/lance-namespace/pom.xml

@@ -0,0 +1,26 @@
+<?xml version="1.0" encoding="UTF-8"?>
+
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+    xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <parent>
+        <groupId>com.lancedb</groupId>
+        <artifactId>lancedb-parent</artifactId>
+        <version>0.22.3-final.0</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>lancedb-lance-namespace</artifactId>
+    <name>${project.artifactId}</name>
+    <description>LanceDB Java Integration with Lance Namespace</description>
+    <packaging>jar</packaging>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.lancedb</groupId>
+            <artifactId>lance-namespace-core</artifactId>
+        </dependency>
+    </dependencies>
+</project>

java/lance-namespace/src/main/java/com/lancedb/lancedb/LanceDbRestNamespaces.java

@@ -11,58 +11,35 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-package com.lancedb;
+package com.lancedb.lancedb;
 
-import org.lance.namespace.LanceNamespace;
+import com.lancedb.lance.namespace.LanceRestNamespace;
+import com.lancedb.lance.namespace.client.apache.ApiClient;
 
 import java.util.HashMap;
 import java.util.Map;
 import java.util.Optional;
 
-/**
+/** Util class to help construct a {@link LanceRestNamespace} for LanceDB. */
- * Util class to help construct a {@link LanceNamespace} for LanceDB.
+public class LanceDbRestNamespaces {
- *
- * <p>For LanceDB Cloud, use the simplified builder API:
- *
- * <pre>{@code
- * 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();
- * }</pre>
- *
- * <p>For LanceDB Enterprise deployments, use your custom endpoint:
- *
- * <pre>{@code
- * LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
- *     .apiKey("your_lancedb_enterprise_api_key")
- *     .database("your_database_name")
- *     .endpoint("<your_enterprise_endpoint>")
- *     .build();
- * }</pre>
- */
-public class LanceDbNamespaceClientBuilder {
   private static final String DEFAULT_REGION = "us-east-1";
   private static final String CLOUD_URL_PATTERN = "https://%s.%s.api.lancedb.com";
 
   private String apiKey;
   private String database;
-  private Optional<String> endpoint = Optional.empty();
+  private Optional<String> hostOverride = Optional.empty();
   private Optional<String> region = Optional.empty();
   private Map<String, String> additionalConfig = new HashMap<>();
 
-  private LanceDbNamespaceClientBuilder() {}
+  private LanceDbRestNamespaces() {}
 
   /**
    * Create a new builder instance.
    *
-   * @return A new LanceDbNamespaceClientBuilder
+   * @return A new LanceRestNamespaceBuilder
    */
-  public static LanceDbNamespaceClientBuilder newBuilder() {
+  public static LanceDbRestNamespaces builder() {
-    return new LanceDbNamespaceClientBuilder();
+    return new LanceDbRestNamespaces();
   }
 
   /**
@@ -71,7 +48,7 @@ public class LanceDbNamespaceClientBuilder {
    * @param apiKey The LanceDB API key
    * @return This builder
    */
-  public LanceDbNamespaceClientBuilder apiKey(String apiKey) {
+  public LanceDbRestNamespaces apiKey(String apiKey) {
     if (apiKey == null || apiKey.trim().isEmpty()) {
       throw new IllegalArgumentException("API key cannot be null or empty");
     }
@@ -85,7 +62,7 @@ public class LanceDbNamespaceClientBuilder {
    * @param database The database name
    * @return This builder
    */
-  public LanceDbNamespaceClientBuilder database(String database) {
+  public LanceDbRestNamespaces database(String database) {
     if (database == null || database.trim().isEmpty()) {
       throw new IllegalArgumentException("Database cannot be null or empty");
     }
@@ -94,25 +71,25 @@ public class LanceDbNamespaceClientBuilder {
   }
 
   /**
-   * Set a custom endpoint URL (optional). When set, this overrides the default LanceDB Cloud URL
+   * Set a custom host override (optional). When set, this overrides the default LanceDB Cloud URL
    * construction. Use this for LanceDB Enterprise deployments.
    *
-   * @param endpoint The complete base URL for your LanceDB Enterprise deployment
+   * @param hostOverride The complete base URL (e.g., "http://your-vpc-endpoint:80")
    * @return This builder
    */
-  public LanceDbNamespaceClientBuilder endpoint(String endpoint) {
+  public LanceDbRestNamespaces hostOverride(String hostOverride) {
-    this.endpoint = Optional.ofNullable(endpoint);
+    this.hostOverride = Optional.ofNullable(hostOverride);
     return this;
   }
 
   /**
    * Set the region for LanceDB Cloud (optional). Defaults to "us-east-1" if not specified. This is
-   * ignored when endpoint is set.
+   * ignored when hostOverride is set.
    *
    * @param region The AWS region (e.g., "us-east-1", "eu-west-1")
    * @return This builder
    */
-  public LanceDbNamespaceClientBuilder region(String region) {
+  public LanceDbRestNamespaces region(String region) {
     this.region = Optional.ofNullable(region);
     return this;
   }
@@ -124,18 +101,18 @@ public class LanceDbNamespaceClientBuilder {
    * @param value The configuration value
    * @return This builder
    */
-  public LanceDbNamespaceClientBuilder config(String key, String value) {
+  public LanceDbRestNamespaces config(String key, String value) {
     this.additionalConfig.put(key, value);
     return this;
   }
 
   /**
-   * Build the LanceNamespace instance.
+   * Build the LanceRestNamespace instance.
    *
-   * @return A configured LanceNamespace
+   * @return A configured LanceRestNamespace
    * @throws IllegalStateException if required parameters are missing
    */
-  public LanceNamespace build() {
+  public LanceRestNamespace build() {
     // Validate required fields
     if (apiKey == null) {
       throw new IllegalStateException("API key is required");
@@ -146,19 +123,24 @@ public class LanceDbNamespaceClientBuilder {
 
     // Build configuration map
     Map<String, String> config = new HashMap<>(additionalConfig);
-    config.put("header.x-lancedb-database", database);
+    config.put("headers.x-lancedb-database", database);
-    config.put("header.x-api-key", apiKey);
+    config.put("headers.x-api-key", apiKey);
 
     // Determine base URL
-    String uri;
+    String baseUrl;
-    if (endpoint.isPresent()) {
+    if (hostOverride.isPresent()) {
-      uri = endpoint.get();
+      baseUrl = hostOverride.get();
+      config.put("host_override", hostOverride.get());
     } else {
       String effectiveRegion = region.orElse(DEFAULT_REGION);
-      uri = String.format(CLOUD_URL_PATTERN, database, effectiveRegion);
+      baseUrl = String.format(CLOUD_URL_PATTERN, database, effectiveRegion);
+      config.put("region", effectiveRegion);
     }
-    config.put("uri", uri);
 
-    return LanceNamespace.connect("rest", config, null);
+    // Create and configure ApiClient
+    ApiClient apiClient = new ApiClient();
+    apiClient.setBasePath(baseUrl);
+
+    return new LanceRestNamespace(apiClient, config);
   }
 }

java/lancedb-core/pom.xml

@@ -1,99 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-
-<project xmlns="http://maven.apache.org/POM/4.0.0"
-         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
-    <modelVersion>4.0.0</modelVersion>
-
-    <parent>
-      <groupId>com.lancedb</groupId>
-      <artifactId>lancedb-parent</artifactId>
-      <version>0.23.1-final.0</version>
-      <relativePath>../pom.xml</relativePath>
-    </parent>
-
-    <artifactId>lancedb-core</artifactId>
-    <name>${project.artifactId}</name>
-    <description>Utilities to work with LanceDB Cloud and Enterprise via Lance REST Namespace</description>
-    <packaging>jar</packaging>
-
-    <dependencies>
-        <dependency>
-            <groupId>org.lance</groupId>
-            <artifactId>lance-core</artifactId>
-        </dependency>
-
-        <dependency>
-            <groupId>org.apache.arrow</groupId>
-            <artifactId>arrow-vector</artifactId>
-        </dependency>
-
-        <dependency>
-            <groupId>org.apache.arrow</groupId>
-            <artifactId>arrow-memory-netty</artifactId>
-        </dependency>
-
-        <dependency>
-            <groupId>org.junit.jupiter</groupId>
-            <artifactId>junit-jupiter</artifactId>
-            <scope>test</scope>
-        </dependency>
-
-        <dependency>
-            <groupId>org.mockito</groupId>
-            <artifactId>mockito-junit-jupiter</artifactId>
-            <version>5.18.0</version>
-            <scope>test</scope>
-        </dependency>
-
-        <dependency>
-            <groupId>org.slf4j</groupId>
-            <artifactId>slf4j-api</artifactId>
-            <version>2.0.16</version>
-            <scope>test</scope>
-        </dependency>
-
-        <dependency>
-            <groupId>org.apache.logging.log4j</groupId>
-            <artifactId>log4j-slf4j2-impl</artifactId>
-            <version>2.24.3</version>
-            <scope>test</scope>
-        </dependency>
-
-        <dependency>
-            <groupId>org.apache.logging.log4j</groupId>
-            <artifactId>log4j-core</artifactId>
-            <version>2.24.3</version>
-            <scope>test</scope>
-        </dependency>
-
-        <dependency>
-            <groupId>org.apache.logging.log4j</groupId>
-            <artifactId>log4j-api</artifactId>
-            <version>2.24.3</version>
-            <scope>test</scope>
-        </dependency>
-    </dependencies>
-
-    <build>
-        <plugins>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-source-plugin</artifactId>
-                <version>3.3.0</version>
-                <executions>
-                    <execution>
-                        <id>attach-sources</id>
-                        <goals>
-                            <goal>jar-no-fork</goal>
-                        </goals>
-                    </execution>
-                </executions>
-            </plugin>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-surefire-plugin</artifactId>
-            </plugin>
-        </plugins>
-    </build>
-</project>

java/lancedb-core/src/test/java/com/lancedb/LanceDbNamespaceClientBuilderTest.java

@@ -1,96 +0,0 @@
-/*
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package com.lancedb;
-
-import org.junit.jupiter.api.Test;
-
-import static org.junit.jupiter.api.Assertions.*;
-
-/** Unit tests for LanceDbNamespaceClientBuilder. */
-public class LanceDbNamespaceClientBuilderTest {
-
-  @Test
-  public void testBuilderRequiresApiKey() {
-    LanceDbNamespaceClientBuilder builder =
-        LanceDbNamespaceClientBuilder.newBuilder().database("test-db");
-
-    IllegalStateException exception = assertThrows(IllegalStateException.class, builder::build);
-    assertEquals("API key is required", exception.getMessage());
-  }
-
-  @Test
-  public void testBuilderRequiresDatabase() {
-    LanceDbNamespaceClientBuilder builder =
-        LanceDbNamespaceClientBuilder.newBuilder().apiKey("test-api-key");
-
-    IllegalStateException exception = assertThrows(IllegalStateException.class, builder::build);
-    assertEquals("Database is required", exception.getMessage());
-  }
-
-  @Test
-  public void testApiKeyCannotBeNull() {
-    IllegalArgumentException exception =
-        assertThrows(
-            IllegalArgumentException.class,
-            () -> LanceDbNamespaceClientBuilder.newBuilder().apiKey(null));
-    assertEquals("API key cannot be null or empty", exception.getMessage());
-  }
-
-  @Test
-  public void testApiKeyCannotBeEmpty() {
-    IllegalArgumentException exception =
-        assertThrows(
-            IllegalArgumentException.class,
-            () -> LanceDbNamespaceClientBuilder.newBuilder().apiKey("  "));
-    assertEquals("API key cannot be null or empty", exception.getMessage());
-  }
-
-  @Test
-  public void testDatabaseCannotBeNull() {
-    IllegalArgumentException exception =
-        assertThrows(
-            IllegalArgumentException.class,
-            () -> LanceDbNamespaceClientBuilder.newBuilder().database(null));
-    assertEquals("Database cannot be null or empty", exception.getMessage());
-  }
-
-  @Test
-  public void testDatabaseCannotBeEmpty() {
-    IllegalArgumentException exception =
-        assertThrows(
-            IllegalArgumentException.class,
-            () -> LanceDbNamespaceClientBuilder.newBuilder().database("  "));
-    assertEquals("Database cannot be null or empty", exception.getMessage());
-  }
-
-  @Test
-  public void testBuilderFluentApi() {
-    // Verify the builder returns itself for chaining
-    LanceDbNamespaceClientBuilder builder = LanceDbNamespaceClientBuilder.newBuilder();
-
-    assertSame(builder, builder.apiKey("test-key"));
-    assertSame(builder, builder.database("test-db"));
-    assertSame(builder, builder.endpoint("http://localhost:8080"));
-    assertSame(builder, builder.region("eu-west-1"));
-    assertSame(builder, builder.config("custom-key", "custom-value"));
-  }
-
-  @Test
-  public void testNewBuilderCreatesNewInstance() {
-    LanceDbNamespaceClientBuilder builder1 = LanceDbNamespaceClientBuilder.newBuilder();
-    LanceDbNamespaceClientBuilder builder2 = LanceDbNamespaceClientBuilder.newBuilder();
-
-    assertNotSame(builder1, builder2);
-  }
-}

java/lancedb-core/src/test/resources/log4j2.xml

@@ -1,32 +0,0 @@
-<?xml version='1.0' encoding='UTF-8'?>
-
-<!--
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-  http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing,
-software distributed under the License is distributed on an
-"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-KIND, either express or implied.  See the License for the
-specific language governing permissions and limitations
-under the License.
--->
-
-<configuration monitorInterval="30">
-    <appenders>
-        <Console name='Console' target='SYSTEM_ERR'>
-            <PatternLayout pattern='%d{HH:mm:ss.SSS} %p [%t] %C{1}.%M: %m%n'/>
-        </Console>
-    </appenders>
-    <loggers>
-        <logger name='com.lancedb' level='DEBUG' additivity='false'>
-            <appender-ref ref='Console'/>
-        </logger>
-        <root level='INFO'>
-            <appender-ref ref='Console'/>
-        </root>
-    </loggers>
-</configuration>

java/pom.xml

@@ -6,7 +6,7 @@
 
     <groupId>com.lancedb</groupId>
     <artifactId>lancedb-parent</artifactId>
-    <version>0.23.1-final.0</version>
+    <version>0.22.3-final.0</version>
     <packaging>pom</packaging>
     <name>${project.artifactId}</name>
     <description>LanceDB Java SDK Parent POM</description>
@@ -28,7 +28,7 @@
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <arrow.version>15.0.0</arrow.version>
-        <lance-core.version>1.0.0-rc.2</lance-core.version>
+        <lance-namespace.verison>0.0.1</lance-namespace.verison>
         <spotless.skip>false</spotless.skip>
         <spotless.version>2.30.0</spotless.version>
         <spotless.java.googlejavaformat.version>1.7</spotless.java.googlejavaformat.version>
@@ -51,7 +51,8 @@
     </properties>
 
     <modules>
-        <module>lancedb-core</module>
+        <module>core</module>
+        <module>lance-namespace</module>
     </modules>
 
     <scm>
@@ -63,9 +64,9 @@
     <dependencyManagement>
         <dependencies>
             <dependency>
-                <groupId>org.lance</groupId>
+                <groupId>com.lancedb</groupId>
-                <artifactId>lance-core</artifactId>
+                <artifactId>lance-namespace-core</artifactId>
-                <version>${lance-core.version}</version>
+                <version>${lance-namespace.verison}</version>
             </dependency>
             <dependency>
                 <groupId>org.apache.arrow</groupId>
@@ -87,11 +88,21 @@
                 <artifactId>arrow-dataset</artifactId>
                 <version>${arrow.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.questdb</groupId>
+                <artifactId>jar-jni</artifactId>
+                <version>1.1.1</version>
+            </dependency>
             <dependency>
                 <groupId>org.junit.jupiter</groupId>
                 <artifactId>junit-jupiter</artifactId>
                 <version>5.10.1</version>
             </dependency>
+            <dependency>
+                <groupId>org.json</groupId>
+                <artifactId>json</artifactId>
+                <version>20210307</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 

nodejs/Cargo.toml

@@ -1,7 +1,7 @@
 [package]
 name = "lancedb-nodejs"
 edition.workspace = true
-version = "0.23.1"
+version = "0.22.3"
 license.workspace = true
 description.workspace = true
 repository.workspace = true

nodejs/README.md

@@ -30,7 +30,7 @@ const results = await table.vectorSearch([0.1, 0.3]).limit(20).toArray();
 console.log(results);
 ```
 
-The [quickstart](https://lancedb.com/docs/quickstart/basic-usage/) contains more complete examples.
+The [quickstart](https://lancedb.github.io/lancedb/basic/) contains a more complete example.
 
 ## Development
 

nodejs/lancedb/connection.ts

@@ -42,7 +42,7 @@ export interface CreateTableOptions {
    * Options already set on the connection will be inherited by the table,
    * but can be overridden here.
    *
-   * The available options are described at https://lancedb.com/docs/storage/
+   * The available options are described at https://lancedb.github.io/lancedb/guides/storage/
    */
   storageOptions?: Record<string, string>;
 
@@ -78,7 +78,7 @@ export interface OpenTableOptions {
    * Options already set on the connection will be inherited by the table,
    * but can be overridden here.
    *
-   * The available options are described at https://lancedb.com/docs/storage/
+   * The available options are described at https://lancedb.github.io/lancedb/guides/storage/
    */
   storageOptions?: Record<string, string>;
   /**

nodejs/lancedb/permutation.ts

@@ -118,7 +118,7 @@ export class PermutationBuilder {
    * @returns A new PermutationBuilder instance
    * @example
    * ```ts
-   * builder.splitCalculated({ calculation: "user_id % 3" });
+   * builder.splitCalculated("user_id % 3");
    * ```
    */
   splitCalculated(options: SplitCalculatedOptions): PermutationBuilder {

nodejs/npm/darwin-arm64/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-arm64",
-	"version": "0.23.1",
+	"version": "0.22.3",
 	"os": ["darwin"],
 	"cpu": ["arm64"],
 	"main": "lancedb.darwin-arm64.node",

nodejs/npm/darwin-x64/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-x64",
-	"version": "0.23.1",
+	"version": "0.22.3",
 	"os": ["darwin"],
 	"cpu": ["x64"],
 	"main": "lancedb.darwin-x64.node",

nodejs/npm/linux-arm64-gnu/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-gnu",
-	"version": "0.23.1",
+	"version": "0.22.3",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-gnu.node",

nodejs/npm/linux-arm64-musl/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-musl",
-	"version": "0.23.1",
+	"version": "0.22.3",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-musl.node",

nodejs/npm/linux-x64-gnu/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-gnu",
-	"version": "0.23.1",
+	"version": "0.22.3",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-gnu.node",

nodejs/npm/linux-x64-musl/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-musl",
-	"version": "0.23.1",
+	"version": "0.22.3",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-musl.node",

nodejs/npm/win32-arm64-msvc/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@lancedb/lancedb-win32-arm64-msvc",
-  "version": "0.23.1",
+  "version": "0.22.3",
   "os": [
     "win32"
   ],

nodejs/npm/win32-x64-msvc/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-win32-x64-msvc",
-	"version": "0.23.1",
+	"version": "0.22.3",
 	"os": ["win32"],
 	"cpu": ["x64"],
 	"main": "lancedb.win32-x64-msvc.node",

nodejs/package-lock.json

@@ -1,12 +1,12 @@
 {
   "name": "@lancedb/lancedb",
-  "version": "0.23.1",
+  "version": "0.22.3",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@lancedb/lancedb",
-      "version": "0.23.1",
+      "version": "0.22.3",
       "cpu": [
         "x64",
         "arm64"

nodejs/package.json

@@ -11,7 +11,7 @@
     "ann"
   ],
   "private": false,
-  "version": "0.23.1",
+  "version": "0.22.3",
   "main": "dist/index.js",
   "exports": {
     ".": "./dist/index.js",
@@ -73,10 +73,8 @@
   "scripts": {
     "artifacts": "napi artifacts",
     "build:debug": "napi build --platform --no-const-enum --dts ../lancedb/native.d.ts --js ../lancedb/native.js lancedb",
-    "postbuild:debug": "shx mkdir -p dist && shx cp lancedb/*.node dist/",
     "build:release": "napi build --platform --no-const-enum --release --dts ../lancedb/native.d.ts --js ../lancedb/native.js dist/",
-    "postbuild:release": "shx mkdir -p dist && shx cp lancedb/*.node dist/",
+    "build": "npm run build:debug && npm run tsc && shx cp lancedb/*.node dist/",
-    "build": "npm run build:debug && npm run tsc",
     "build-release": "npm run build:release && npm run tsc",
     "tsc": "tsc -b",
     "posttsc": "shx cp lancedb/native.d.ts dist/native.d.ts",

nodejs/src/lib.rs

@@ -35,7 +35,7 @@ pub struct ConnectionOptions {
     pub read_consistency_interval: Option<f64>,
     /// (For LanceDB OSS only): configuration for object storage.
     ///
-    /// The available options are described at https://lancedb.com/docs/storage/
+    /// The available options are described at https://lancedb.github.io/lancedb/guides/storage/
     pub storage_options: Option<HashMap<String, String>>,
     /// (For LanceDB OSS only): the session to use for this connection. Holds
     /// shared caches and other session-specific state.

nodejs/src/table.rs

@@ -740,7 +740,6 @@ pub struct MergeResult {
     pub num_inserted_rows: i64,
     pub num_updated_rows: i64,
     pub num_deleted_rows: i64,
-    pub num_attempts: i64,
 }
 
 impl From<lancedb::table::MergeResult> for MergeResult {
@@ -750,7 +749,6 @@ impl From<lancedb::table::MergeResult> for MergeResult {
             num_inserted_rows: value.num_inserted_rows as i64,
             num_updated_rows: value.num_updated_rows as i64,
             num_deleted_rows: value.num_deleted_rows as i64,
-            num_attempts: value.num_attempts as i64,
         }
     }
 }

python/.bumpversion.toml

@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.26.1"
+current_version = "0.25.3"
 parse = """(?x)
     (?P<major>0|[1-9]\\d*)\\.
     (?P<minor>0|[1-9]\\d*)\\.

python/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "lancedb-python"
-version = "0.26.1"
+version = "0.25.3"
 edition.workspace = true
 description = "Python bindings for LanceDB"
 license.workspace = true
@@ -17,9 +17,6 @@ crate-type = ["cdylib"]
 arrow = { version = "56.2", features = ["pyarrow"] }
 async-trait = "0.1"
 lancedb = { path = "../rust/lancedb", default-features = false }
-lance-core.workspace = true
-lance-namespace.workspace = true
-lance-io.workspace = true
 env_logger.workspace = true
 pyo3 = { version = "0.25", features = ["extension-module", "abi3-py39"] }
 pyo3-async-runtimes = { version = "0.25", features = [
@@ -28,7 +25,6 @@ pyo3-async-runtimes = { version = "0.25", features = [
 ] }
 pin-project = "1.1.5"
 futures.workspace = true
-snafu.workspace = true
 tokio = { version = "1.40", features = ["sync"] }
 
 [build-dependencies]

python/Makefile

@@ -1,11 +1,11 @@
-PIP_EXTRA_INDEX_URL ?= https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/
+PIP_EXTRA_INDEX_URL ?= https://pypi.fury.io/lancedb/
 
 help:		## Show this help.
 	@sed -ne '/@sed/!s/## //p' $(MAKEFILE_LIST)
 
 .PHONY: develop
 develop:	## Install the package in development mode.
-	PIP_EXTRA_INDEX_URL="$(PIP_EXTRA_INDEX_URL)" maturin develop --extras tests,dev,embeddings
+	PIP_EXTRA_INDEX_URL=$(PIP_EXTRA_INDEX_URL) maturin develop --extras tests,dev,embeddings
 
 .PHONY: format
 format:		## Format the code.

python/pyproject.toml

@@ -10,7 +10,7 @@ dependencies = [
     "pyarrow>=16",
     "pydantic>=1.10",
     "tqdm>=4.27.0",
-    "lance-namespace>=0.3.2"
+    "lance-namespace>=0.0.16"
 ]
 description = "lancedb"
 authors = [{ name = "LanceDB Devs", email = "dev@lancedb.com" }]
@@ -45,7 +45,7 @@ repository = "https://github.com/lancedb/lancedb"
 
 [project.optional-dependencies]
 pylance = [
-    "pylance>=1.0.0b14",
+    "pylance>=0.25",
 ]
 tests = [
     "aiohttp",
@@ -59,7 +59,7 @@ tests = [
     "polars>=0.19, <=1.3.0",
     "tantivy",
     "pyarrow-stubs",
-    "pylance>=1.0.0b14",
+    "pylance>=0.25",
     "requests",
     "datafusion",
 ]

python/python/lancedb/__init__.py

@@ -13,53 +13,13 @@ __version__ = importlib.metadata.version("lancedb")
 
 from ._lancedb import connect as lancedb_connect
 from .common import URI, sanitize_uri
-from urllib.parse import urlparse
 from .db import AsyncConnection, DBConnection, LanceDBConnection
-from .io import StorageOptionsProvider
 from .remote import ClientConfig
 from .remote.db import RemoteDBConnection
 from .schema import vector
 from .table import AsyncTable, Table
 from ._lancedb import Session
-from .namespace import (
+from .namespace import connect_namespace, LanceNamespaceDBConnection
-    connect_namespace,
-    connect_namespace_async,
-    LanceNamespaceDBConnection,
-    AsyncLanceNamespaceDBConnection,
-)
-
-
-def _check_s3_bucket_with_dots(
-    uri: str, storage_options: Optional[Dict[str, str]]
-) -> None:
-    """
-    Check if an S3 URI has a bucket name containing dots and warn if no region
-    is specified. S3 buckets with dots cannot use virtual-hosted-style URLs,
-    which breaks automatic region detection.
-
-    See: https://github.com/lancedb/lancedb/issues/1898
-    """
-    if not isinstance(uri, str) or not uri.startswith("s3://"):
-        return
-
-    parsed = urlparse(uri)
-    bucket = parsed.netloc
-
-    if "." not in bucket:
-        return
-
-    # Check if region is provided in storage_options
-    region_keys = {"region", "aws_region"}
-    has_region = storage_options and any(k in storage_options for k in region_keys)
-
-    if not has_region:
-        raise ValueError(
-            f"S3 bucket name '{bucket}' contains dots, which prevents automatic "
-            f"region detection. Please specify the region explicitly via "
-            f"storage_options={{'region': '<your-region>'}} or "
-            f"storage_options={{'aws_region': '<your-region>'}}. "
-            f"See https://github.com/lancedb/lancedb/issues/1898 for details."
-        )
 
 
 def connect(
@@ -75,7 +35,7 @@ def connect(
     session: Optional[Session] = None,
     **kwargs: Any,
 ) -> DBConnection:
-    """Connect to a LanceDB database.
+    """Connect to a LanceDB database. YAY!
 
     Parameters
     ----------
@@ -106,7 +66,7 @@ def connect(
         default configuration is used.
     storage_options: dict, optional
         Additional options for the storage backend. See available options at
-        <https://lancedb.com/docs/storage/>
+        <https://lancedb.github.io/lancedb/guides/storage/>
     session: Session, optional
         (For LanceDB OSS only)
         A session to use for this connection. Sessions allow you to configure
@@ -155,11 +115,9 @@ def connect(
             storage_options=storage_options,
             **kwargs,
         )
-    _check_s3_bucket_with_dots(str(uri), storage_options)
 
     if kwargs:
         raise ValueError(f"Unknown keyword arguments: {kwargs}")
-
     return LanceDBConnection(
         uri,
         read_consistency_interval=read_consistency_interval,
@@ -210,7 +168,7 @@ async def connect_async(
         default configuration is used.
     storage_options: dict, optional
         Additional options for the storage backend. See available options at
-        <https://lancedb.com/docs/storage/>
+        <https://lancedb.github.io/lancedb/guides/storage/>
     session: Session, optional
         (For LanceDB OSS only)
         A session to use for this connection. Sessions allow you to configure
@@ -247,8 +205,6 @@ async def connect_async(
     if isinstance(client_config, dict):
         client_config = ClientConfig(**client_config)
 
-    _check_s3_bucket_with_dots(str(uri), storage_options)
-
     return AsyncConnection(
         await lancedb_connect(
             sanitize_uri(uri),
@@ -267,9 +223,7 @@ __all__ = [
     "connect",
     "connect_async",
     "connect_namespace",
-    "connect_namespace_async",
     "AsyncConnection",
-    "AsyncLanceNamespaceDBConnection",
     "AsyncTable",
     "URI",
     "sanitize_uri",
@@ -279,7 +233,6 @@ __all__ = [
     "LanceNamespaceDBConnection",
     "RemoteDBConnection",
     "Session",
-    "StorageOptionsProvider",
     "Table",
     "__version__",
 ]

python/python/lancedb/_lancedb.pyi

@@ -3,30 +3,9 @@ from typing import Dict, List, Optional, Tuple, Any, TypedDict, Union, Literal
 
 import pyarrow as pa
 
-from .index import (
+from .index import BTree, IvfFlat, IvfPq, Bitmap, LabelList, HnswPq, HnswSq, FTS
-    BTree,
-    IvfFlat,
-    IvfPq,
-    IvfSq,
-    Bitmap,
-    LabelList,
-    HnswPq,
-    HnswSq,
-    FTS,
-)
-from .io import StorageOptionsProvider
-from lance_namespace import (
-    ListNamespacesResponse,
-    CreateNamespaceResponse,
-    DropNamespaceResponse,
-    DescribeNamespaceResponse,
-    ListTablesResponse,
-)
 from .remote import ClientConfig
 
-IvfHnswPq: type[HnswPq] = HnswPq
-IvfHnswSq: type[HnswSq] = HnswSq
-
 class Session:
     def __init__(
         self,
@@ -45,73 +24,47 @@ class Connection(object):
     async def is_open(self): ...
     async def close(self): ...
     async def list_namespaces(
-        self,
-        namespace: Optional[List[str]] = None,
-        page_token: Optional[str] = None,
-        limit: Optional[int] = None,
-    ) -> ListNamespacesResponse: ...
-    async def create_namespace(
         self,
         namespace: List[str],
-        mode: Optional[str] = None,
+        page_token: Optional[str],
-        properties: Optional[Dict[str, str]] = None,
+        limit: Optional[int],
-    ) -> CreateNamespaceResponse: ...
+    ) -> List[str]: ...
-    async def drop_namespace(
+    async def create_namespace(self, namespace: List[str]) -> None: ...
-        self,
+    async def drop_namespace(self, namespace: List[str]) -> None: ...
-        namespace: List[str],
-        mode: Optional[str] = None,
-        behavior: Optional[str] = None,
-    ) -> DropNamespaceResponse: ...
-    async def describe_namespace(
-        self,
-        namespace: List[str],
-    ) -> DescribeNamespaceResponse: ...
-    async def list_tables(
-        self,
-        namespace: Optional[List[str]] = None,
-        page_token: Optional[str] = None,
-        limit: Optional[int] = None,
-    ) -> ListTablesResponse: ...
     async def table_names(
         self,
-        namespace: Optional[List[str]],
+        namespace: List[str],
         start_after: Optional[str],
         limit: Optional[int],
-    ) -> list[str]: ...  # Deprecated: Use list_tables instead
+    ) -> list[str]: ...
     async def create_table(
         self,
         name: str,
         mode: str,
         data: pa.RecordBatchReader,
-        namespace: Optional[List[str]] = None,
+        namespace: List[str] = [],
         storage_options: Optional[Dict[str, str]] = None,
-        storage_options_provider: Optional[StorageOptionsProvider] = None,
-        location: Optional[str] = None,
     ) -> Table: ...
     async def create_empty_table(
         self,
         name: str,
         mode: str,
         schema: pa.Schema,
-        namespace: Optional[List[str]] = None,
+        namespace: List[str] = [],
         storage_options: Optional[Dict[str, str]] = None,
-        storage_options_provider: Optional[StorageOptionsProvider] = None,
-        location: Optional[str] = None,
     ) -> Table: ...
     async def open_table(
         self,
         name: str,
-        namespace: Optional[List[str]] = None,
+        namespace: List[str] = [],
         storage_options: Optional[Dict[str, str]] = None,
-        storage_options_provider: Optional[StorageOptionsProvider] = None,
         index_cache_size: Optional[int] = None,
-        location: Optional[str] = None,
     ) -> Table: ...
     async def clone_table(
         self,
         target_table_name: str,
         source_uri: str,
-        target_namespace: Optional[List[str]] = None,
+        target_namespace: List[str] = [],
         source_version: Optional[int] = None,
         source_tag: Optional[str] = None,
         is_shallow: bool = True,
@@ -120,13 +73,11 @@ class Connection(object):
         self,
         cur_name: str,
         new_name: str,
-        cur_namespace: Optional[List[str]] = None,
+        cur_namespace: List[str] = [],
-        new_namespace: Optional[List[str]] = None,
+        new_namespace: List[str] = [],
     ) -> None: ...
-    async def drop_table(
+    async def drop_table(self, name: str, namespace: List[str] = []) -> None: ...
-        self, name: str, namespace: Optional[List[str]] = None
+    async def drop_all_tables(self, namespace: List[str] = []) -> None: ...
-    ) -> None: ...
-    async def drop_all_tables(self, namespace: Optional[List[str]] = None) -> None: ...
 
 class Table:
     def name(self) -> str: ...
@@ -144,17 +95,7 @@ class Table:
     async def create_index(
         self,
         column: str,
-        index: Union[
+        index: Union[IvfFlat, IvfPq, HnswPq, HnswSq, BTree, Bitmap, LabelList, FTS],
-            IvfFlat,
-            IvfSq,
-            IvfPq,
-            HnswPq,
-            HnswSq,
-            BTree,
-            Bitmap,
-            LabelList,
-            FTS,
-        ],
         replace: Optional[bool],
         wait_timeout: Optional[object],
         *,
@@ -358,7 +299,6 @@ class MergeResult:
     num_updated_rows: int
     num_inserted_rows: int
     num_deleted_rows: int
-    num_attempts: int
 
 class AddColumnsResult:
     version: int

python/python/lancedb/common.py

@@ -96,7 +96,7 @@ def data_to_reader(
             f"Unknown data type {type(data)}. "
             "Supported types: list of dicts, pandas DataFrame, polars DataFrame, "
             "pyarrow Table/RecordBatch, or Pydantic models. "
-            "See https://lancedb.com/docs/tables/ for examples."
+            "See https://lancedb.github.io/lancedb/guides/tables/ for examples."
         )