From 1e4536fba0d8cd0f8c3d8540034baa66606eac9c Mon Sep 17 00:00:00 2001
From: prrao87 <prrao87@gmail.com>
Date: Fri, 23 Oct 2026 21:31:13 -0400
Subject: [PATCH 1/7] feat: release lance-csr 0.1.0

Replace the lance-graph tree with lance-csr, developed on top of the
same base commit (3014793): Lance 13 / DataFusion 54 / Arrow 58 /
PyO3 0.28, a lazy and refreshable CypherEngine over Lance snapshots,
CSR-backed traversal as DataFusion extension operators, much wider
Cypher support (alternation, OPTIONAL MATCH, EXISTS, chained WITH,
shortestPath, CASE, list functions), and fixes for several correctness
bugs inherited from lance-graph. Delta Lake, Unity Catalog, the
connector layer and the legacy application code are removed.
---
 .bumpversion.toml                             |    2 +-
 .github/workflows/python-publish.yml          |   76 -
 .github/workflows/release.yml                 |  186 -
 .github/workflows/rust-publish.yml            |   55 -
 .github/workflows/wheels.yml                  |   79 +
 .gitignore                                    |    8 +-
 AGENTS.md                                     |    4 +-
 Cargo.lock                                    | 5813 ++++++------
 NOTICE                                        |    9 +
 README.md                                     |  124 +-
 ci/bump_version.py                            |  137 -
 ci/calculate_version.py                       |   85 -
 crates/lance-graph-benches/Cargo.toml         |    8 +-
 crates/lance-graph-catalog/Cargo.toml         |   14 +-
 .../src/catalog_provider.rs                   |  172 -
 crates/lance-graph-catalog/src/connector.rs   |  235 -
 crates/lance-graph-catalog/src/lib.rs         |   25 -
 .../src/namespace/directory.rs                |   13 +-
 .../lance-graph-catalog/src/source_catalog.rs |    4 -
 .../lance-graph-catalog/src/table_reader.rs   |   62 -
 .../lance-graph-catalog/src/type_mapping.rs   |  222 -
 .../lance-graph-catalog/src/unity_catalog.rs  |  353 -
 .../tests/unity_catalog_integration.rs        |  466 -
 crates/lance-graph-python/Cargo.lock          | 8391 +++++++++++++++++
 crates/lance-graph-python/Cargo.toml          |   15 +-
 crates/lance-graph-python/src/catalog.rs      |  373 -
 crates/lance-graph-python/src/executor.rs     |   95 +-
 crates/lance-graph-python/src/graph.rs        | 1181 ++-
 crates/lance-graph-python/src/lib.rs          |    1 -
 crates/lance-graph-python/src/namespace.rs    |    2 +-
 crates/lance-graph/Cargo.toml                 |   37 +-
 crates/lance-graph/src/ast.rs                 |   57 +-
 crates/lance-graph/src/config.rs              |   48 +
 crates/lance-graph/src/csr_expand.rs          | 1802 ++++
 crates/lance-graph/src/csr_index.rs           |  437 +-
 .../src/datafusion_planner/analysis.rs        |   16 +
 .../builder/aggregate_ops.rs                  |   31 +-
 .../datafusion_planner/builder/basic_ops.rs   |  139 +-
 .../datafusion_planner/builder/expand_ops.rs  |  445 +-
 .../src/datafusion_planner/builder/helpers.rs |   72 +
 .../builder/join_builder.rs                   |   60 +
 .../src/datafusion_planner/builder/mod.rs     |   29 +-
 .../src/datafusion_planner/expression.rs      |   77 +-
 .../src/datafusion_planner/join_ops.rs        |   74 +-
 .../lance-graph/src/datafusion_planner/mod.rs |    3 +
 .../src/datafusion_planner/scan_ops.rs        |  172 +-
 .../lance-graph/src/datafusion_planner/udf.rs |    8 -
 crates/lance-graph/src/key_statistics.rs      |  323 +
 .../lance-graph/src/lance_native_planner.rs   |   77 -
 crates/lance-graph/src/lib.rs                 |   20 +-
 crates/lance-graph/src/logical_plan.rs        |  669 +-
 .../lance-graph/src/parameter_substitution.rs |   36 +
 crates/lance-graph/src/parser.rs              |  387 +-
 .../lance-graph/src/pattern_alternatives.rs   |  551 ++
 crates/lance-graph/src/pattern_order.rs       |  536 ++
 crates/lance-graph/src/query.rs               |   92 +-
 crates/lance-graph/src/semantic.rs            |  148 +-
 crates/lance-graph/src/shortest_path.rs       |  567 ++
 crates/lance-graph/src/sql_catalog.rs         |   47 -
 crates/lance-graph/src/sql_query.rs           |    2 +-
 crates/lance-graph/src/table_readers.rs       |  132 -
 docs/project_structure.md                     |    3 +-
 examples/basic_cypher.py                      |   13 +-
 examples/kg_traversal.py                      |   11 +-
 examples/lance_snapshot_refresh.py            |   83 +
 python/README.md                              |  230 +-
 python/benchmarks/bounded_memory.py           |  152 +
 python/benchmarks/csr_delta.py                |  143 +
 python/benchmarks/csr_delta_accumulated.py    |   90 +
 python/benchmarks/csr_expand.py               |  200 +
 python/benchmarks/engine_cache.py             |  136 +
 ...0-29f37b7a-d702-433e-af49-158292791d4e.txn |  Bin 309 -> 0 bytes
 .../test_kg/Entity.lance/_versions/1.manifest |  Bin 695 -> 0 bytes
 ...0010001101a55cc14a66877f2bffcd5830f5.lance |  Bin 2295 -> 0 bytes
 ...0-246bbef3-565d-4276-96cd-4138b69df58e.txn |  Bin 297 -> 0 bytes
 .../RELATIONSHIP.lance/_versions/1.manifest   |  Bin 671 -> 0 bytes
 ...110110010151990748329064889bc75f18a7.lance |  Bin 1888 -> 0 bytes
 python/llm_config.example.yaml                |   10 -
 python/pyproject.toml                         |   35 +-
 python/python/knowledge_graph/__init__.py     |  153 -
 python/python/knowledge_graph/__main__.py     |    8 -
 python/python/knowledge_graph/cli/__init__.py |    9 -
 .../knowledge_graph/cli/embedding_support.py  |   19 -
 python/python/knowledge_graph/cli/ingest.py   |  220 -
 .../python/knowledge_graph/cli/interactive.py |  117 -
 python/python/knowledge_graph/cli/parser.py   |  101 -
 python/python/knowledge_graph/cli/runtime.py  |   53 -
 python/python/knowledge_graph/component.py    |  216 -
 python/python/knowledge_graph/config.py       |  191 -
 python/python/knowledge_graph/embeddings.py   |  108 -
 python/python/knowledge_graph/extraction.py   |   84 -
 .../knowledge_graph/extractors/__init__.py    |   13 -
 .../python/knowledge_graph/extractors/base.py |   28 -
 .../knowledge_graph/extractors/heuristic.py   |   51 -
 .../python/knowledge_graph/extractors/llm.py  |  230 -
 python/python/knowledge_graph/llm/__init__.py |   28 -
 .../python/knowledge_graph/llm/llm_utils.py   |   64 -
 python/python/knowledge_graph/llm/prompts.py  |  298 -
 python/python/knowledge_graph/llm/qa.py       |  358 -
 python/python/knowledge_graph/llm/semantic.py |  151 -
 python/python/knowledge_graph/main.py         |  201 -
 python/python/knowledge_graph/semantic.py     |  151 -
 python/python/knowledge_graph/service.py      |  275 -
 python/python/knowledge_graph/store.py        |  184 -
 python/python/knowledge_graph/types.py        |   38 -
 python/python/knowledge_graph/webservice.py   |   45 -
 python/python/lance_csr/__init__.py           |   48 +
 python/python/lance_graph/__init__.py         |  115 -
 python/python/tests/test_cypher_engine.py     |    2 +-
 .../python/tests/test_engine_alternation.py   |  137 +
 python/python/tests/test_engine_csr.py        |  341 +
 python/python/tests/test_engine_csr_delta.py  |  195 +
 python/python/tests/test_engine_exists.py     |   93 +
 .../python/tests/test_engine_expressions.py   |   68 +
 python/python/tests/test_engine_lance.py      |  301 +
 python/python/tests/test_engine_optional.py   |  124 +
 python/python/tests/test_engine_paths.py      |   97 +
 python/python/tests/test_engine_with.py       |   95 +
 python/python/tests/test_explain.py           |    2 +-
 python/python/tests/test_extraction.py        |   64 -
 python/python/tests/test_graph.py             |    8 +-
 .../tests/test_knowledge_graph_config.py      |  110 -
 python/python/tests/test_scalar_functions.py  |    2 +-
 python/python/tests/test_sql.py               |    2 +-
 python/python/tests/test_store.py             |  428 -
 python/python/tests/test_to_sql.py            |    2 +-
 python/python/tests/test_unity_catalog.py     |  164 -
 python/python/tests/test_vector_search.py     |    8 +-
 python/streamlit_app/README.md                |   45 -
 python/streamlit_app/__init__.py              |    1 -
 python/streamlit_app/app.py                   |  293 -
 python/streamlit_app/graph_viz.py             |  183 -
 python/uv.lock                                | 4129 ++------
 rust-toolchain.toml                           |    2 +
 134 files changed, 21584 insertions(+), 15279 deletions(-)
 delete mode 100644 .github/workflows/python-publish.yml
 delete mode 100644 .github/workflows/release.yml
 delete mode 100644 .github/workflows/rust-publish.yml
 create mode 100644 .github/workflows/wheels.yml
 create mode 100644 NOTICE
 delete mode 100644 ci/bump_version.py
 delete mode 100644 ci/calculate_version.py
 delete mode 100644 crates/lance-graph-catalog/src/catalog_provider.rs
 delete mode 100644 crates/lance-graph-catalog/src/connector.rs
 delete mode 100644 crates/lance-graph-catalog/src/table_reader.rs
 delete mode 100644 crates/lance-graph-catalog/src/type_mapping.rs
 delete mode 100644 crates/lance-graph-catalog/src/unity_catalog.rs
 delete mode 100644 crates/lance-graph-catalog/tests/unity_catalog_integration.rs
 create mode 100644 crates/lance-graph-python/Cargo.lock
 delete mode 100644 crates/lance-graph-python/src/catalog.rs
 create mode 100644 crates/lance-graph/src/csr_expand.rs
 create mode 100644 crates/lance-graph/src/key_statistics.rs
 delete mode 100644 crates/lance-graph/src/lance_native_planner.rs
 create mode 100644 crates/lance-graph/src/pattern_alternatives.rs
 create mode 100644 crates/lance-graph/src/pattern_order.rs
 create mode 100644 crates/lance-graph/src/shortest_path.rs
 delete mode 100644 crates/lance-graph/src/sql_catalog.rs
 delete mode 100644 crates/lance-graph/src/table_readers.rs
 create mode 100644 examples/lance_snapshot_refresh.py
 create mode 100644 python/benchmarks/bounded_memory.py
 create mode 100644 python/benchmarks/csr_delta.py
 create mode 100644 python/benchmarks/csr_delta_accumulated.py
 create mode 100644 python/benchmarks/csr_expand.py
 create mode 100644 python/benchmarks/engine_cache.py
 delete mode 100644 python/examples/test_kg/Entity.lance/_transactions/0-29f37b7a-d702-433e-af49-158292791d4e.txn
 delete mode 100644 python/examples/test_kg/Entity.lance/_versions/1.manifest
 delete mode 100644 python/examples/test_kg/Entity.lance/data/111111010110000010001101a55cc14a66877f2bffcd5830f5.lance
 delete mode 100644 python/examples/test_kg/RELATIONSHIP.lance/_transactions/0-246bbef3-565d-4276-96cd-4138b69df58e.txn
 delete mode 100644 python/examples/test_kg/RELATIONSHIP.lance/_versions/1.manifest
 delete mode 100644 python/examples/test_kg/RELATIONSHIP.lance/data/11010010000001110110010151990748329064889bc75f18a7.lance
 delete mode 100644 python/llm_config.example.yaml
 delete mode 100644 python/python/knowledge_graph/__init__.py
 delete mode 100644 python/python/knowledge_graph/__main__.py
 delete mode 100644 python/python/knowledge_graph/cli/__init__.py
 delete mode 100644 python/python/knowledge_graph/cli/embedding_support.py
 delete mode 100644 python/python/knowledge_graph/cli/ingest.py
 delete mode 100644 python/python/knowledge_graph/cli/interactive.py
 delete mode 100644 python/python/knowledge_graph/cli/parser.py
 delete mode 100644 python/python/knowledge_graph/cli/runtime.py
 delete mode 100644 python/python/knowledge_graph/component.py
 delete mode 100644 python/python/knowledge_graph/config.py
 delete mode 100644 python/python/knowledge_graph/embeddings.py
 delete mode 100644 python/python/knowledge_graph/extraction.py
 delete mode 100644 python/python/knowledge_graph/extractors/__init__.py
 delete mode 100644 python/python/knowledge_graph/extractors/base.py
 delete mode 100644 python/python/knowledge_graph/extractors/heuristic.py
 delete mode 100644 python/python/knowledge_graph/extractors/llm.py
 delete mode 100644 python/python/knowledge_graph/llm/__init__.py
 delete mode 100644 python/python/knowledge_graph/llm/llm_utils.py
 delete mode 100644 python/python/knowledge_graph/llm/prompts.py
 delete mode 100644 python/python/knowledge_graph/llm/qa.py
 delete mode 100644 python/python/knowledge_graph/llm/semantic.py
 delete mode 100644 python/python/knowledge_graph/main.py
 delete mode 100644 python/python/knowledge_graph/semantic.py
 delete mode 100644 python/python/knowledge_graph/service.py
 delete mode 100644 python/python/knowledge_graph/store.py
 delete mode 100644 python/python/knowledge_graph/types.py
 delete mode 100644 python/python/knowledge_graph/webservice.py
 create mode 100644 python/python/lance_csr/__init__.py
 delete mode 100644 python/python/lance_graph/__init__.py
 create mode 100644 python/python/tests/test_engine_alternation.py
 create mode 100644 python/python/tests/test_engine_csr.py
 create mode 100644 python/python/tests/test_engine_csr_delta.py
 create mode 100644 python/python/tests/test_engine_exists.py
 create mode 100644 python/python/tests/test_engine_expressions.py
 create mode 100644 python/python/tests/test_engine_lance.py
 create mode 100644 python/python/tests/test_engine_optional.py
 create mode 100644 python/python/tests/test_engine_paths.py
 create mode 100644 python/python/tests/test_engine_with.py
 delete mode 100644 python/python/tests/test_extraction.py
 delete mode 100644 python/python/tests/test_knowledge_graph_config.py
 delete mode 100644 python/python/tests/test_store.py
 delete mode 100644 python/python/tests/test_unity_catalog.py
 delete mode 100644 python/streamlit_app/README.md
 delete mode 100644 python/streamlit_app/__init__.py
 delete mode 100644 python/streamlit_app/app.py
 delete mode 100644 python/streamlit_app/graph_viz.py
 create mode 100644 rust-toolchain.toml

diff --git a/.bumpversion.toml b/.bumpversion.toml
index 5ab22e7..b2058c2 100644
--- a/.bumpversion.toml
+++ b/.bumpversion.toml
@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.5.4"
+current_version = "0.1.0"
 parse = "(?P<major>\\d+)\\.(?P<minor>\\d+)\\.(?P<patch>\\d+)(-(?P<pre_label>alpha|beta|rc)\\.(?P<pre_n>\\d+))?"
 serialize = [
     "{major}.{minor}.{patch}-{pre_label}.{pre_n}",
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
deleted file mode 100644
index d91bb05..0000000
--- a/.github/workflows/python-publish.yml
+++ /dev/null
@@ -1,76 +0,0 @@
-name: Python Publish
-
-on:
-  release:
-    types:
-      - released
-  pull_request:
-    paths:
-      - .github/workflows/python-publish.yml
-  workflow_dispatch:
-    inputs:
-      mode:
-        description: "dry_run: build & test only, release: build & publish to PyPI"
-        required: true
-        default: dry_run
-        type: choice
-        options:
-          - dry_run
-          - release
-
-jobs:
-  publish:
-    runs-on: ubuntu-latest
-    permissions:
-      id-token: write
-      contents: read
-    env:
-      CARGO_TERM_COLOR: always
-      RUSTFLAGS: "-C debuginfo=1"
-      RUST_BACKTRACE: "1"
-      CARGO_INCREMENTAL: "0"
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-
-      - name: Install Rust toolchain
-        uses: actions-rust-lang/setup-rust-toolchain@v1
-        with:
-          toolchain: stable
-          cache: false
-
-      - name: Install system dependencies
-        run: |
-          sudo apt update
-          sudo apt install -y protobuf-compiler libssl-dev
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v4
-
-      - name: Install maturin
-        run: |
-          pip install maturin
-
-      - name: Build distributions
-        working-directory: python
-        run: |
-          make publish
-
-      - name: Upload distributions
-        uses: actions/upload-artifact@v4
-        with:
-          name: python-dist
-          path: python/dist
-
-      - name: Publish to PyPI
-        if: >
-          (github.event_name == 'release' && github.event.action == 'released') ||
-          (github.event_name == 'workflow_dispatch' && github.event.inputs.mode == 'release')
-        working-directory: python
-        run: |
-          uv publish --trusted-publishing always
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
deleted file mode 100644
index ac9b2c2..0000000
--- a/.github/workflows/release.yml
+++ /dev/null
@@ -1,186 +0,0 @@
-name: Create Release
-
-on:
-  workflow_dispatch:
-    inputs:
-      release_type:
-        description: 'Version bump type (patch/minor/major bumps version, current keeps it unchanged)'
-        required: true
-        default: 'patch'
-        type: choice
-        options:
-          - patch
-          - minor
-          - major
-          - current
-      release_channel:
-        description: 'Release channel (preview creates beta tag, stable creates release tag)'
-        required: true
-        default: 'preview'
-        type: choice
-        options:
-          - preview
-          - stable
-      dry_run:
-        description: 'Dry run (simulate the release without pushing)'
-        required: true
-        default: true
-        type: boolean
-
-jobs:
-  create-release:
-    runs-on: ubuntu-latest
-    steps:
-    - name: Output Inputs
-      run: echo "${{ toJSON(github.event.inputs) }}"
-
-    - name: Checkout repository
-      uses: actions/checkout@v4
-      with:
-        ref: main
-        token: ${{ secrets.LANCE_RELEASE_TOKEN }}
-        fetch-depth: 0
-
-    - name: Set up Python
-      uses: actions/setup-python@v5
-      with:
-        python-version: '3.11'
-
-    - name: Install uv
-      uses: astral-sh/setup-uv@v4
-
-    - name: Install python dependencies
-      run: |
-        pip install packaging bump-my-version toml
-
-    - name: Install dependencies
-      run: |
-        sudo apt update
-        sudo apt install -y protobuf-compiler libssl-dev
-
-    - uses: actions-rust-lang/setup-rust-toolchain@v1
-      with:
-        toolchain: stable
-        components: rustfmt, clippy
-        cache: false
-
-    - uses: rui314/setup-mold@v1
-
-    - name: Get current version
-      id: current_version
-      run: |
-        CURRENT_VERSION=$(python -c "import toml; print(toml.load('.bumpversion.toml')['tool']['bumpversion']['current_version'])")
-        echo "version=$CURRENT_VERSION" >> $GITHUB_OUTPUT
-        echo "Current version: $CURRENT_VERSION"
-
-    - name: Calculate base version
-      id: base_version
-      run: |
-        python ci/calculate_version.py \
-          --current "${{ steps.current_version.outputs.version }}" \
-          --type "${{ inputs.release_type }}" \
-          --channel "${{ inputs.release_channel }}"
-
-    - name: Determine tag and version
-      id: versions
-      run: |
-        BASE_VERSION="${{ steps.base_version.outputs.version }}"
-        if [ "${{ inputs.release_channel }}" == "stable" ]; then
-          TAG="v${BASE_VERSION}"
-          VERSION="${BASE_VERSION}"
-        else
-          # For preview releases, find the next beta number for this base version
-          BETA_TAGS=$(git tag -l "v${BASE_VERSION}-beta.*" | sort -V)
-          if [ -z "$BETA_TAGS" ]; then
-            BETA_NUM=1
-          else
-            LAST_BETA=$(echo "$BETA_TAGS" | tail -n 1)
-            LAST_NUM=$(echo "$LAST_BETA" | sed "s/v${BASE_VERSION}-beta.//")
-            BETA_NUM=$((LAST_NUM + 1))
-          fi
-          TAG="v${BASE_VERSION}-beta.${BETA_NUM}"
-          VERSION="${BASE_VERSION}-beta.${BETA_NUM}"
-        fi
-
-        echo "tag=$TAG" >> $GITHUB_OUTPUT
-        echo "version=$VERSION" >> $GITHUB_OUTPUT
-        echo "Tag will be: $TAG"
-        echo "Version will be: $VERSION"
-
-    - name: Update version (when version changes)
-      if: inputs.release_type != 'current'
-      run: |
-        python ci/bump_version.py --version "${{ steps.versions.outputs.version }}"
-
-    - name: Configure git identity
-      run: |
-        git config user.name 'Lance Release Bot'
-        git config user.email 'dev@lancedb.com'
-
-    - name: Update Cargo lock version (when version changes)
-      if: inputs.release_type != 'current'
-      run: |
-        cargo check --manifest-path crates/lance-graph/Cargo.toml
-        cargo check --manifest-path crates/lance-graph-python/Cargo.toml
-
-    - name: Create release commit (when version changes)
-      if: inputs.release_type != 'current'
-      run: |
-        git add -A
-        git commit -m "chore: release version ${{ steps.versions.outputs.version }}" || echo "No changes to commit"
-
-    - name: Create tag
-      run: |
-        git tag -a "${{ steps.versions.outputs.tag }}" -m "Release ${{ steps.versions.outputs.tag }}"
-
-    - name: Push changes (if not dry run)
-      if: ${{ !inputs.dry_run }}
-      env:
-        GITHUB_TOKEN: ${{ secrets.LANCE_RELEASE_TOKEN }}
-      run: |
-        # Configure git to use the token for authentication
-        git remote set-url origin "https://x-access-token:${GITHUB_TOKEN}@github.com/${{ github.repository }}.git"
-
-        if [ "${{ inputs.release_type }}" != "current" ]; then
-          # Push the version bump commit
-          git push origin main
-        fi
-        # Always push the tag
-        git push origin "${{ steps.versions.outputs.tag }}"
-
-    - name: Create GitHub Release Draft (if not dry run)
-      if: ${{ !inputs.dry_run }}
-      uses: softprops/action-gh-release@v2
-      with:
-        tag_name: ${{ steps.versions.outputs.tag }}
-        name: ${{ steps.versions.outputs.tag }}
-        generate_release_notes: true
-        draft: true
-        prerelease: ${{ inputs.release_channel == 'preview' }}
-        token: ${{ secrets.LANCE_RELEASE_TOKEN }}
-
-    - name: Summary
-      run: |
-        echo "## Release Summary" >> $GITHUB_STEP_SUMMARY
-        echo "" >> $GITHUB_STEP_SUMMARY
-        echo "- **Release Type:** ${{ inputs.release_type }}" >> $GITHUB_STEP_SUMMARY
-        echo "- **Release Channel:** ${{ inputs.release_channel }}" >> $GITHUB_STEP_SUMMARY
-        echo "- **Current Version:** ${{ steps.current_version.outputs.version }}" >> $GITHUB_STEP_SUMMARY
-        if [ "${{ inputs.release_type }}" != "current" ]; then
-          echo "- **New Version:** ${{ steps.versions.outputs.version }}" >> $GITHUB_STEP_SUMMARY
-        fi
-        echo "- **Tag:** ${{ steps.versions.outputs.tag }}" >> $GITHUB_STEP_SUMMARY
-        echo "- **Dry Run:** ${{ inputs.dry_run }}" >> $GITHUB_STEP_SUMMARY
-
-        if [ "${{ inputs.dry_run }}" == "true" ]; then
-          echo "" >> $GITHUB_STEP_SUMMARY
-          echo "⚠️ This was a dry run. No changes were pushed." >> $GITHUB_STEP_SUMMARY
-        else
-          echo "" >> $GITHUB_STEP_SUMMARY
-          echo "📝 Draft release created successfully!" >> $GITHUB_STEP_SUMMARY
-          echo "" >> $GITHUB_STEP_SUMMARY
-          echo "### Next Steps:" >> $GITHUB_STEP_SUMMARY
-          echo "1. Review the draft release on the [releases page](https://github.com/${{ github.repository }}/releases)" >> $GITHUB_STEP_SUMMARY
-          echo "2. Edit the release notes if needed" >> $GITHUB_STEP_SUMMARY
-          echo "3. Publish the release to trigger automatic publishing to PyPI and crates.io" >> $GITHUB_STEP_SUMMARY
-        fi
diff --git a/.github/workflows/rust-publish.yml b/.github/workflows/rust-publish.yml
deleted file mode 100644
index 26f660a..0000000
--- a/.github/workflows/rust-publish.yml
+++ /dev/null
@@ -1,55 +0,0 @@
-name: Rust Publish
-
-on:
-  release:
-    types:
-      - released
-  pull_request:
-    paths:
-      - .github/workflows/rust-publish.yml
-  workflow_dispatch:
-    inputs:
-      mode:
-        description: "dry_run: build & test only, release: build & publish to crates.io"
-        required: true
-        default: dry_run
-        type: choice
-        options:
-          - dry_run
-          - release
-
-env:
-  CARGO_TERM_COLOR: always
-  RUSTFLAGS: "-C debuginfo=1"
-  RUST_BACKTRACE: "1"
-  CARGO_INCREMENTAL: "0"
-  CARGO_BUILD_JOBS: "1"
-
-jobs:
-  publish:
-    if: github.event_name != 'pull_request'
-    runs-on: ubuntu-24.04
-    timeout-minutes: 60
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-
-      - name: Install dependencies
-        run: |
-          sudo apt update
-          sudo apt install -y protobuf-compiler libssl-dev
-
-      - uses: actions-rust-lang/setup-rust-toolchain@v1
-        with:
-          toolchain: stable
-          components: rustfmt, clippy
-          cache: false
-
-      - uses: rui314/setup-mold@v1
-
-      - uses: katyo/publish-crates@v2
-        with:
-          registry-token: ${{ secrets.CARGO_REGISTRY_TOKEN }}
-          args: "--all-features"
-          path: crates/lance-graph
-          dry-run: ${{ github.event_name == 'pull_request' || (github.event_name == 'workflow_dispatch' && github.event.inputs.mode == 'dry_run') }}
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
new file mode 100644
index 0000000..931f19d
--- /dev/null
+++ b/.github/workflows/wheels.yml
@@ -0,0 +1,79 @@
+# Build and verify lance-csr wheels for the two supported targets.
+#
+# There is no publish job yet: releases to PyPI are a separate, deliberate step.
+name: Wheels
+on:
+  pull_request:
+  workflow_dispatch:
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    strategy:
+      matrix:
+        include:
+          # Native arm64 runner; MACOSX_DEPLOYMENT_TARGET sets the wheel's minimum macOS.
+          - { os: macos-14, target: aarch64-apple-darwin, manylinux: "off" }
+          # maturin-action runs this inside the pinned manylinux_2_28 image.
+          - { os: ubuntu-24.04, target: x86_64-unknown-linux-gnu, manylinux: "2_28" }
+    runs-on: ${{ matrix.os }}
+    env:
+      MACOSX_DEPLOYMENT_TARGET: "11.0"
+    steps:
+      - uses: actions/checkout@v4
+      - uses: PyO3/maturin-action@v1
+        with:
+          working-directory: python
+          target: ${{ matrix.target }}
+          manylinux: ${{ matrix.manylinux }}
+          # protoc is needed by Lance's build scripts, not by wheel users.
+          before-script-linux: dnf install -y protobuf-compiler || yum install -y protobuf-compiler
+          args: --release --locked --out dist
+      - name: Inspect wheel
+        working-directory: python
+        run: |
+          pip install twine
+          twine check dist/*.whl
+          python -m zipfile -l dist/*.whl
+          sha256sum dist/*.whl || shasum -a 256 dist/*.whl
+      - uses: actions/upload-artifact@v4
+        with:
+          name: wheel-${{ matrix.target }}
+          path: python/dist/*.whl
+
+  install-check:
+    needs: build
+    strategy:
+      matrix:
+        os: [macos-14, ubuntu-24.04]
+        python: ["3.11", "3.12"]
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          sparse-checkout: python/python/tests
+      - uses: astral-sh/setup-uv@v3
+      - uses: actions/download-artifact@v4
+        with:
+          pattern: wheel-*
+          merge-multiple: true
+          path: dist
+      - name: Install wheel without Rust and run tests outside the source tree
+        run: |
+          # Runner images ship Rust; remove it from PATH so a source build cannot happen.
+          export PATH=$(echo "$PATH" | tr ':' '\n' | grep -v -e cargo -e rustup | paste -sd: -)
+          ! command -v cargo && ! command -v rustc
+          uv venv --python ${{ matrix.python }} /tmp/venv
+          uv pip install --python /tmp/venv/bin/python --only-binary=:all: --find-links dist lance-csr pytest pandas
+          cp -r python/python/tests /tmp/tests && cd /tmp
+          /tmp/venv/bin/python -I -m pytest /tmp/tests -q -p no:cacheprovider
+
+  # Single required check: a release may only use artifacts from a run where every
+  # target built and installed cleanly.
+  complete:
+    needs: [build, install-check]
+    runs-on: ubuntu-24.04
+    steps:
+      - run: echo "all wheel targets built and verified"
diff --git a/.gitignore b/.gitignore
index 2c5e2c4..2d985d7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -22,6 +22,9 @@ __pycache__/
 /dist/
 python/python/lance_graph/*.so
 python/python/lance_graph/*.pyd
+python/python/lance_csr/*.so
+python/python/lance_csr/*.pyd
+python/dist/
 python/target/
 python/.pytest_cache/
 python/.ruff_cache/
@@ -34,8 +37,6 @@ venv/
 env/
 python/.venv/
 .python-version
-llm_config.yaml
-python/knowledge_graph_data/
 
 # IDE & tooling
 .vscode/
@@ -52,6 +53,3 @@ python/knowledge_graph_data/
 *.swo
 .DS_Store
 Thumbs.db
-
-# Generated data
-knowledge_graph_data/
diff --git a/AGENTS.md b/AGENTS.md
index 5c69b8b..c2bcc8a 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -2,9 +2,9 @@
 
 ## Project Structure & Module Organization
 - `crates/lance-graph/` hosts the Rust Cypher engine; keep new modules under `src/` and co-locate helpers inside `query/` or feature-specific submodules.
-- `crates/lance-graph-catalog/` provides catalog and namespace utilities, including Unity Catalog and Delta Lake integration; feature-gated via `unity-catalog`.
+- `crates/lance-graph-catalog/` provides the graph source catalog and `DirNamespace` (Unity Catalog and Delta Lake support were removed).
 - `crates/lance-graph-benches/` contains performance benchmarks in a dedicated unpublished crate; add new benchmarks here rather than in the main crate.
-- `crates/lance-graph-python/src/` contains the PyO3 bridge; `python/python/lance_graph/` holds the pure-Python facade and packaging metadata.
+- `crates/lance-graph-python/src/` contains the PyO3 bridge; `python/python/lance_csr/` holds the pure-Python facade and packaging metadata.
 - `python/python/tests/` stores functional tests; mirror new features with targeted cases here and in the corresponding Rust module.
 - `examples/` demonstrates Cypher usage; update or add examples when introducing new public APIs.
 
diff --git a/Cargo.lock b/Cargo.lock
index d708ca6..041326e 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -16,7 +16,7 @@ checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
 dependencies = [
  "cfg-if",
  "cipher",
- "cpufeatures",
+ "cpufeatures 0.2.17",
 ]
 
 [[package]]
@@ -27,7 +27,7 @@ checksum = "5a15f179cd60c4584b8a8c596927aadc462e27f2ca70c04e0071964a73ba7a75"
 dependencies = [
  "cfg-if",
  "const-random",
- "getrandom 0.3.3",
+ "getrandom 0.3.4",
  "once_cell",
  "version_check",
  "zerocopy",
@@ -35,9 +35,9 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "1.1.3"
+version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e60d3430d3a69478ad0993f19238d2df97c507009a52b3c10addcd7f6bcb916"
+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
 dependencies = [
  "memchr",
 ]
@@ -50,9 +50,9 @@ checksum = "cc7bb162ec39d46ab1ca8c77bf72e890535becd1751bb45f64c597edb4c8c6b3"
 
 [[package]]
 name = "alloc-stdlib"
-version = "0.2.2"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94fb8275041c72129eb51b7d0322c29b8387a0386127718b096429201a5d6ece"
+checksum = "0e76a019e91224d279006ff972f1e984179a6e9feb050adba6ce8274aef23195"
 dependencies = [
  "alloc-no-stdlib",
 ]
@@ -65,9 +65,9 @@ checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
 [[package]]
 name = "android_system_properties"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+checksum = "ae221649c9976a6f6c56ae1facf410f3ddb33cc661c4b7b61020a912d4237fbc"
 dependencies = [
  "libc",
 ]
@@ -80,15 +80,15 @@ checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
 
 [[package]]
 name = "anstyle"
-version = "1.0.13"
+version = "1.0.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5192cca8006f1fd4f7237516f40fa183bb07f8fbdfedaa0036de5ea9b0b45e78"
+checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
 
 [[package]]
 name = "anyhow"
-version = "1.0.100"
+version = "1.0.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a23eb6b1614318a8071c9b2521f36b424b2c83db5eb3a0fead4a6c0809af6e61"
+checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470"
 
 [[package]]
 name = "approx"
@@ -100,20 +100,14 @@ dependencies = [
 ]
 
 [[package]]
-name = "ar_archive_writer"
-version = "0.2.0"
+name = "arc-swap"
+version = "1.9.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0c269894b6fe5e9d7ada0cf69b5bf847ff35bc25fc271f08e1d080fce80339a"
+checksum = "380962b3d93b99642e50b9febf72c071e97e8b32d86eae9cf4ef582bb960ae6e"
 dependencies = [
- "object",
+ "rustversion",
 ]
 
-[[package]]
-name = "arc-swap"
-version = "1.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69f7f8c3906b62b754cd5326047894316021dcfe5a194c8ea52bdd94934a3457"
-
 [[package]]
 name = "arrayref"
 version = "0.3.9"
@@ -122,15 +116,15 @@ checksum = "76a2e8124351fda1ef8aaaa3bbd7ebbcb486bbcd4225aca0aa0d84bb2db8fecb"
 
 [[package]]
 name = "arrayvec"
-version = "0.7.6"
+version = "0.7.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
+checksum = "d3fb67a6e08acf24fdeccbac2cb6ac4305825bd1f117462e0e6f2f193345ad56"
 
 [[package]]
 name = "arrow"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e833808ff2d94ed40d9379848a950d995043c7fb3e81a30b383f4c6033821cc"
+checksum = "6cfdd0833e32a9874d2b55089333ad310c0be208aafa277385ce2461dec90be3"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -149,23 +143,23 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
+checksum = "0a41203398f0eaa6f7ec8e62c0da742a21abf282c148fc157f6c35c90e29981a"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
  "chrono",
- "num",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-array"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
+checksum = "ae33dad492b7df00a217563a7b0ef2874df68a0deea1b1a3acf628152f7f7a69"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -174,30 +168,34 @@ dependencies = [
  "chrono",
  "chrono-tz",
  "half",
- "hashbrown 0.16.0",
- "num",
+ "hashbrown 0.17.1",
+ "num-complex",
+ "num-integer",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e003216336f70446457e280807a73899dd822feaf02087d31febca1363e2fccc"
+checksum = "b9552f96391c005e6ab449fa941420935e7e062489b12b8b1b08879b2163f5b5"
 dependencies = [
  "bytes",
  "half",
- "num",
+ "num-bigint",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-cast"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "919418a0681298d3a77d1a315f625916cb5678ad0d74b9c60108eb15fd083023"
+checksum = "3a8a327c9649f30d8406995f27642b68df354713cca3baaaf100f076f18d5f34"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
+ "arrow-ord",
  "arrow-schema",
  "arrow-select",
  "atoi",
@@ -206,15 +204,15 @@ dependencies = [
  "comfy-table",
  "half",
  "lexical-core",
- "num",
+ "num-traits",
  "ryu",
 ]
 
 [[package]]
 name = "arrow-csv"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa9bf02705b5cf762b6f764c65f04ae9082c7cfc4e96e0c33548ee3f67012eb"
+checksum = "af0dd6d90d1955e9f9a014c1e563ee8aeffc21909085d25623e1da44d96eca26"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -227,21 +225,22 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
+checksum = "2b24852db04738907e06c04ea61e42fe7fda962a34513022dc0d0e754fb7976b"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
  "half",
- "num",
+ "num-integer",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-ipc"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
+checksum = "29a908a11fcfb3fb2f6730f4ac15e367bc644e419155e96238f68cf3adde572b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -255,31 +254,34 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88cf36502b64a127dc659e3b305f1d993a544eab0d48cce704424e62074dc04b"
+checksum = "b8a96aed3931c076adee39ec2a40d8219fc7f09e79bcdaca1df16272993e1e14"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-cast",
- "arrow-data",
+ "arrow-ord",
  "arrow-schema",
+ "arrow-select",
  "chrono",
  "half",
- "indexmap",
+ "indexmap 2.14.2",
+ "itoa",
  "lexical-core",
  "memchr",
- "num",
- "serde",
+ "num-traits",
+ "ryu",
+ "serde_core",
  "serde_json",
  "simdutf8",
 ]
 
 [[package]]
 name = "arrow-ord"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
+checksum = "63a083ec750f5c043f02946b4baf05fcdbb55f4560a3277055caca5cc99f3eb0"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -290,9 +292,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
+checksum = "514ba0ef0d4c5896202dae736251ce415abb43a950bed570fb7981b8716c0e4c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -303,34 +305,34 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
+checksum = "21ca356ad6425cecb6eb7b28e4f659f1ee7880fbb1a16127de7dd62901efee9e"
 dependencies = [
- "bitflags",
- "serde",
+ "bitflags 2.13.2",
+ "serde_core",
  "serde_json",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
+checksum = "c58da39eb3d8350ad4a549e5c2bc49284dac554016c69829310350f1731b0aad"
 dependencies = [
  "ahash",
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
- "num",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-string"
-version = "56.2.0"
+version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
+checksum = "b6789b388467525e3271326b6b4915666ecfdf5142aef09779445c954b67543c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -338,21 +340,11 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "memchr",
- "num",
+ "num-traits",
  "regex",
  "regex-syntax",
 ]
 
-[[package]]
-name = "assert-json-diff"
-version = "2.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "47e4f2b81832e72834d7518d8487a0396a28cc408186a2e8854c0f98011faf12"
-dependencies = [
- "serde",
- "serde_json",
-]
-
 [[package]]
 name = "async-channel"
 version = "2.5.0"
@@ -367,26 +359,21 @@ dependencies = [
 
 [[package]]
 name = "async-compression"
-version = "0.4.19"
+version = "0.4.51"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06575e6a9673580f52661c92107baabffbf41e2141373441cbcdc47cb733003c"
+checksum = "9d5755640120b24961f8231e05892e4a4f7e0d04e8aeca161508c9c397946970"
 dependencies = [
- "bzip2 0.5.2",
- "flate2",
- "futures-core",
- "memchr",
+ "compression-codecs",
+ "compression-core",
  "pin-project-lite",
  "tokio",
- "xz2",
- "zstd",
- "zstd-safe",
 ]
 
 [[package]]
 name = "async-lock"
-version = "3.4.1"
+version = "3.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5fd03604047cee9b6ce9de9f70c6cd540a0520c813cbd49bae61f33ab80ed1dc"
+checksum = "290f7f2596bd5b78a9fec8088ccd89180d7f9f55b94b0576823bbbdc72ee8311"
 dependencies = [
  "event-listener",
  "event-listener-strategy",
@@ -395,24 +382,24 @@ dependencies = [
 
 [[package]]
 name = "async-recursion"
-version = "1.1.1"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
+checksum = "4f8abc12baad266b1c8cec146854c195b5864b4221d4b2ca7296a7ae82d9e451"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
 name = "async-trait"
-version = "0.1.89"
+version = "0.1.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
+checksum = "82f6aeea286b8eb4dd3431a1be1b59d290ace00f5bfd8e2a159bc2a05e2c1667"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
@@ -424,6 +411,15 @@ dependencies = [
  "loom",
 ]
 
+[[package]]
+name = "asyncband"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5161fb43cb8f231f06983cb2b8f9ee9cee14be0b1356d8383398cc0f312800d1"
+dependencies = [
+ "hashbrown 0.17.1",
+]
+
 [[package]]
 name = "atoi"
 version = "2.0.0"
@@ -441,15 +437,15 @@ checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
 
 [[package]]
 name = "autocfg"
-version = "1.5.0"
+version = "1.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
+checksum = "f2032f911046de80f0a198e0901378627c33f59ea0ac00e363d481118bd70a53"
 
 [[package]]
 name = "aws-config"
-version = "1.8.6"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8bc1b40fb26027769f16960d2f4a6bc20c4bb755d403e552c8c1a73af433c246"
+checksum = "939e256cfe0ed68e96d32f194339d88210d5c10685cff0787400158f852c6819"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -461,13 +457,14 @@ dependencies = [
  "aws-smithy-json",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "aws-types",
  "bytes",
  "fastrand",
  "hex",
- "http 1.3.1",
- "ring",
+ "http",
+ "sha1 0.10.7",
  "time",
  "tokio",
  "tracing",
@@ -477,9 +474,9 @@ dependencies = [
 
 [[package]]
 name = "aws-credential-types"
-version = "1.2.6"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d025db5d9f52cbc413b167136afb3d8aeea708c0d8884783cf6253be5e22f6f2"
+checksum = "576e8da35751dc85409ec1cd15999f692c277a1fbe9336780fe6f15e49dd637d"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-runtime-api",
@@ -489,9 +486,9 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-rs"
-version = "1.14.1"
+version = "1.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "879b6c89592deb404ba4dc0ae6b58ffd1795c78991cbb5b8bc441c48a070440d"
+checksum = "faac5829c2b74c28f830747e7818ccfb684261b5f48a1118b1e2a13d36dfab13"
 dependencies = [
  "aws-lc-sys",
  "zeroize",
@@ -499,23 +496,22 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-sys"
-version = "0.32.1"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ba2e2516bdf37af57fc6ff047855f54abad0066e5c4fdaaeb76dabb2e05bcf5"
+checksum = "f1622d8446a2d4b2ce0c7eefc73dd43a99779028d5ee5c2dd8073a658ba8a2bc"
 dependencies = [
- "bindgen",
  "cc",
  "cmake",
  "dunce",
  "fs_extra",
- "libloading",
+ "pkg-config",
 ]
 
 [[package]]
 name = "aws-runtime"
-version = "1.5.10"
+version = "1.10.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c034a1bc1d70e16e7f4e4caf7e9f7693e4c9c24cd91cf17c2a0b21abaebc7c8b"
+checksum = "9a0cc2144962cc5e358467b16e3d82981b1d424a7c3d34602be0036103814a1a"
 dependencies = [
  "aws-credential-types",
  "aws-sigv4",
@@ -526,109 +522,97 @@ dependencies = [
  "aws-smithy-types",
  "aws-types",
  "bytes",
+ "bytes-utils",
  "fastrand",
- "http 0.2.12",
- "http-body 0.4.6",
+ "http",
+ "http-body",
  "percent-encoding",
  "pin-project-lite",
  "tracing",
  "uuid",
 ]
 
-[[package]]
-name = "aws-sdk-dynamodb"
-version = "1.93.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d5b0656080dc4061db88742d2426fc09369107eee2485dfedbc7098a04f21d1"
-dependencies = [
- "aws-credential-types",
- "aws-runtime",
- "aws-smithy-async",
- "aws-smithy-http",
- "aws-smithy-json",
- "aws-smithy-runtime",
- "aws-smithy-runtime-api",
- "aws-smithy-types",
- "aws-types",
- "bytes",
- "fastrand",
- "http 0.2.12",
- "regex-lite",
- "tracing",
-]
-
 [[package]]
 name = "aws-sdk-sso"
-version = "1.84.0"
+version = "1.116.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "357a841807f6b52cb26123878b3326921e2a25faca412fabdd32bd35b7edd5d3"
+checksum = "f26d2c93a4e6e7c133dc4090dc2273cfd92894fee8b883256427b57cacc3a384"
 dependencies = [
+ "arc-swap",
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
  "aws-smithy-http",
  "aws-smithy-json",
+ "aws-smithy-observability",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "aws-types",
  "bytes",
  "fastrand",
- "http 0.2.12",
+ "http",
  "regex-lite",
  "tracing",
 ]
 
 [[package]]
 name = "aws-sdk-ssooidc"
-version = "1.86.0"
+version = "1.118.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d1cc7fb324aa12eb4404210e6381195c5b5e9d52c2682384f295f38716dd3c7"
+checksum = "d6fa86283d1c6d5c82f1fb2d82f7704d8f7a7bf5f0591813114240d296f6a11c"
 dependencies = [
+ "arc-swap",
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
  "aws-smithy-http",
  "aws-smithy-json",
+ "aws-smithy-observability",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "aws-types",
  "bytes",
  "fastrand",
- "http 0.2.12",
+ "http",
  "regex-lite",
  "tracing",
 ]
 
 [[package]]
 name = "aws-sdk-sts"
-version = "1.86.0"
+version = "1.121.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7d835f123f307cafffca7b9027c14979f1d403b417d8541d67cf252e8a21e35"
+checksum = "97ff04fe350fd756c1aa45544128e88f72ffb6281cad628e5a4add464cbbab8b"
 dependencies = [
+ "arc-swap",
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
  "aws-smithy-http",
  "aws-smithy-json",
+ "aws-smithy-observability",
  "aws-smithy-query",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "aws-smithy-xml",
  "aws-types",
  "fastrand",
- "http 0.2.12",
+ "http",
  "regex-lite",
  "tracing",
 ]
 
 [[package]]
 name = "aws-sigv4"
-version = "1.3.4"
+version = "1.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "084c34162187d39e3740cb635acd73c4e3a551a36146ad6fe8883c929c9f876c"
+checksum = "0a3ccec0607ae3839cd76830df5ed62468ac1330acdb3dc4ec0502404113d2b6"
 dependencies = [
  "aws-credential-types",
  "aws-smithy-http",
@@ -637,20 +621,19 @@ dependencies = [
  "bytes",
  "form_urlencoded",
  "hex",
- "hmac",
- "http 0.2.12",
- "http 1.3.1",
+ "hmac 0.13.0",
+ "http",
  "percent-encoding",
- "sha2",
+ "sha2 0.11.1",
  "time",
  "tracing",
 ]
 
 [[package]]
 name = "aws-smithy-async"
-version = "1.2.5"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e190749ea56f8c42bf15dd76c65e14f8f765233e6df9b0506d9d934ebef867c"
+checksum = "de681a9df7ff79823b759ee17061076ec049cd61a8fa28ece4293d89c9f6964e"
 dependencies = [
  "futures-util",
  "pin-project-lite",
@@ -659,167 +642,185 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-http"
-version = "0.62.3"
+version = "0.64.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c4dacf2d38996cf729f55e7a762b30918229917eca115de45dfa8dfb97796c9"
+checksum = "ba8960956e0ee0ca3f3161e62913a61bc65a7ef638ca3ef1d4c7159f8443e398"
 dependencies = [
  "aws-smithy-runtime-api",
  "aws-smithy-types",
  "bytes",
  "bytes-utils",
  "futures-core",
- "http 0.2.12",
- "http 1.3.1",
- "http-body 0.4.6",
+ "futures-util",
+ "http",
+ "http-body",
+ "http-body-util",
  "percent-encoding",
  "pin-project-lite",
- "pin-utils",
  "tracing",
 ]
 
 [[package]]
 name = "aws-smithy-http-client"
-version = "1.1.1"
+version = "1.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "147e8eea63a40315d704b97bf9bc9b8c1402ae94f89d5ad6f7550d963309da1b"
+checksum = "aeca69f65362f7375891008ea525fd440ad6db1836458ac188c87b126804114e"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
- "h2 0.3.27",
- "h2 0.4.12",
- "http 0.2.12",
- "http 1.3.1",
- "http-body 0.4.6",
- "hyper 0.14.32",
- "hyper 1.7.0",
- "hyper-rustls 0.24.2",
- "hyper-rustls 0.27.7",
+ "h2",
+ "http",
+ "hyper",
+ "hyper-rustls",
  "hyper-util",
  "pin-project-lite",
- "rustls 0.21.12",
- "rustls 0.23.32",
- "rustls-native-certs 0.8.1",
+ "rustls",
+ "rustls-native-certs",
  "rustls-pki-types",
  "tokio",
- "tokio-rustls 0.26.4",
+ "tokio-rustls",
  "tower",
  "tracing",
 ]
 
 [[package]]
 name = "aws-smithy-json"
-version = "0.61.5"
+version = "0.65.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eaa31b350998e703e9826b2104dd6f63be0508666e1aba88137af060e8944047"
+checksum = "9f6835fb38bc6fc8c91e584b0366eb4ff595e5c485134dbf4f0bdeaa18856666"
 dependencies = [
+ "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
 ]
 
 [[package]]
 name = "aws-smithy-observability"
-version = "0.1.3"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9364d5989ac4dd918e5cc4c4bdcc61c9be17dcd2586ea7f69e348fc7c6cab393"
+checksum = "8e86338c869539a581bf161247762a6e87f92c5c075060057b5ed6d06632ed0c"
 dependencies = [
  "aws-smithy-runtime-api",
 ]
 
 [[package]]
 name = "aws-smithy-query"
-version = "0.60.7"
+version = "0.64.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2fbd61ceb3fe8a1cb7352e42689cec5335833cd9f94103a61e98f9bb61c64bb"
+checksum = "165f6265342a313ad6f7a1ac17a0cdba30c522039d3f41d8d6871ce8a2b34ecd"
 dependencies = [
+ "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
+ "aws-smithy-xml",
  "urlencoding",
 ]
 
 [[package]]
 name = "aws-smithy-runtime"
-version = "1.9.2"
+version = "1.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fa63ad37685ceb7762fa4d73d06f1d5493feb88e3f27259b9ed277f4c01b185"
+checksum = "79cef0c41e8ca40f74f68ed8ee4d1ddbde12bb847b95ef9b3c025681ddfae58a"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-http",
  "aws-smithy-http-client",
  "aws-smithy-observability",
  "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "bytes",
  "fastrand",
- "http 0.2.12",
- "http 1.3.1",
- "http-body 0.4.6",
- "http-body 1.0.1",
+ "http",
+ "http-body",
+ "http-body-util",
  "pin-project-lite",
- "pin-utils",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "aws-smithy-runtime-api"
-version = "1.9.0"
+version = "1.19.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07f5e0fc8a6b3f2303f331b94504bbf754d85488f402d6f1dd7a6080f99afe56"
+checksum = "06788004dea79018413f381891da6dcca23196acd79c4d51b767fbdacc76eae4"
 dependencies = [
  "aws-smithy-async",
+ "aws-smithy-runtime-api-macros",
  "aws-smithy-types",
  "bytes",
- "http 0.2.12",
- "http 1.3.1",
+ "http",
  "pin-project-lite",
  "tokio",
  "tracing",
  "zeroize",
 ]
 
+[[package]]
+name = "aws-smithy-runtime-api-macros"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "221eaa237ddf1ca79b60d1372aad77e47f9c0ea5b3ce5099da8c61d027dc77b3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.119",
+]
+
+[[package]]
+name = "aws-smithy-schema"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bec8dae1015a6d959a5faf86fbdf77486cfe19e4ccb6ee009d8a46efc45028a4"
+dependencies = [
+ "aws-smithy-runtime-api",
+ "aws-smithy-types",
+ "http",
+]
+
 [[package]]
 name = "aws-smithy-types"
-version = "1.3.2"
+version = "1.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d498595448e43de7f4296b7b7a18a8a02c61ec9349128c80a368f7c3b4ab11a8"
+checksum = "55752025c39c0e094962fd73f1c57014b191f678612e517f219468e575af9822"
 dependencies = [
  "base64-simd",
  "bytes",
  "bytes-utils",
- "futures-core",
- "http 0.2.12",
- "http 1.3.1",
- "http-body 0.4.6",
- "http-body 1.0.1",
+ "http",
+ "http-body",
  "http-body-util",
  "itoa",
  "num-integer",
  "pin-project-lite",
- "pin-utils",
  "ryu",
  "serde",
  "time",
- "tokio",
- "tokio-util",
 ]
 
 [[package]]
 name = "aws-smithy-xml"
-version = "0.60.10"
+version = "0.64.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3db87b96cb1b16c024980f133968d52882ca0daaee3a086c6decc500f6c99728"
+checksum = "a6581618a2fd006159016d1c36881d94d61b4a017f4a8d631310875e18252413"
 dependencies = [
+ "aws-smithy-runtime-api",
+ "aws-smithy-schema",
+ "aws-smithy-types",
  "xmlparser",
 ]
 
 [[package]]
 name = "aws-types"
-version = "1.3.8"
+version = "1.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b069d19bf01e46298eaedd7c6f283fe565a59263e53eebec945f3e6398f42390"
+checksum = "6ba0d970d3947bb064d2ae1d823efa186c1dbde88f88afa8f6549946e5d8deee"
 dependencies = [
  "aws-credential-types",
  "aws-smithy-async",
  "aws-smithy-runtime-api",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "rustc_version",
  "tracing",
@@ -838,15 +839,15 @@ dependencies = [
 
 [[package]]
 name = "base64"
-version = "0.21.7"
+version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "base64"
-version = "0.22.1"
+version = "0.23.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
+checksum = "ac07cdecf99051d9a5238b80f35af32cdeba5b336e55d957b318b50137e18da5"
 
 [[package]]
 name = "base64-simd"
@@ -860,15 +861,15 @@ dependencies = [
 
 [[package]]
 name = "base64ct"
-version = "1.8.0"
+version = "1.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "55248b47b0caf0546f7988906588779981c43bb1bc9d0c44087278f80cdb44ba"
+checksum = "2af50177e190e07a26ab74f8b1efbfe2ef87da2116221318cb1c2e82baf7de06"
 
 [[package]]
 name = "bigdecimal"
-version = "0.4.8"
+version = "0.4.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a22f228ab7a1b23027ccc6c350b72868017af7ea8356fbdf19f8d991c690013"
+checksum = "8fa3f3d8cbf4dffcfe4991de61d012bef509a409ecbe9dd41049bfe32b4d4653"
 dependencies = [
  "autocfg",
  "libm",
@@ -877,46 +878,23 @@ dependencies = [
  "num-traits",
 ]
 
-[[package]]
-name = "bindgen"
-version = "0.72.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "993776b509cfb49c750f11b8f07a46fa23e0a1386ffc01fb1e7d343efc387895"
-dependencies = [
- "bitflags",
- "cexpr",
- "clang-sys",
- "itertools 0.13.0",
- "log",
- "prettyplease",
- "proc-macro2",
- "quote",
- "regex",
- "rustc-hash",
- "shlex",
- "syn 2.0.106",
-]
-
 [[package]]
 name = "bitflags"
-version = "2.9.4"
+version = "1.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2261d10cca569e4643e526d8dc2e62e433cc8aba21ab764233731f8d369bf394"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
-name = "bitpacking"
-version = "0.9.2"
+name = "bitflags"
+version = "2.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c1d3e2bfd8d06048a179f7b17afc3188effa10385e7b00dc65af6aae732ea92"
-dependencies = [
- "crunchy",
-]
+checksum = "3ded4057c258ba199e2d26386d3af3780957ecaee6c4ef4041c6b4b8b97c0b06"
 
 [[package]]
 name = "bitvec"
-version = "1.0.1"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bc2832c24239b0141d5674bb9174f9d68a8b5b3f2753311927c172ca46f7e9c"
+checksum = "ddcec3d12c579d40898fe0a9a358a803c23e9c52ca3c425707f81c9436211837"
 dependencies = [
  "funty",
  "radium",
@@ -930,20 +908,20 @@ version = "0.10.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "46502ad458c9a52b69d4d4d32775c788b7a1b85e8bc9d482d92250fc0e3f8efe"
 dependencies = [
- "digest",
+ "digest 0.10.7",
 ]
 
 [[package]]
 name = "blake3"
-version = "1.8.2"
+version = "1.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3888aaa89e4b2a40fca9848e400f6a658a5a3978de7be858e209cafa8be9a4a0"
+checksum = "6d9e454fc11f76977dc803893aff6304ed33d6a26efae8696573bea74baa27ae"
 dependencies = [
- "arrayref",
  "arrayvec",
  "cc",
  "cfg-if",
  "constant_time_eq",
+ "cpufeatures 0.3.1",
 ]
 
 [[package]]
@@ -955,6 +933,15 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "block-buffer"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2f6c7dbe95a6ed67ad9f18e57daf93a2f034c524b99fd2b76d18fdfeb6660aa"
+dependencies = [
+ "hybrid-array",
+]
+
 [[package]]
 name = "block-padding"
 version = "0.3.3"
@@ -965,62 +952,71 @@ dependencies = [
 ]
 
 [[package]]
-name = "bon"
-version = "3.7.2"
+name = "brotli"
+version = "8.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c2529c31017402be841eb45892278a6c21a000c0a17643af326c73a73f83f0fb"
+checksum = "5cc91aac060a7a1e25823bdccbfb6af1875b88f17c6daac97894eed8207166b3"
 dependencies = [
- "bon-macros",
- "rustversion",
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+ "brotli-decompressor",
 ]
 
 [[package]]
-name = "bon-macros"
-version = "3.7.2"
+name = "brotli-decompressor"
+version = "5.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d82020dadcb845a345591863adb65d74fa8dc5c18a0b6d408470e13b7adc7005"
+checksum = "3a32acac15fe1967bc3986b2a6347dffc965602354ea6f450ad07e8bfd253583"
 dependencies = [
- "darling 0.21.3",
- "ident_case",
- "prettyplease",
- "proc-macro2",
- "quote",
- "rustversion",
- "syn 2.0.106",
+ "alloc-no-stdlib",
+ "alloc-stdlib",
 ]
 
 [[package]]
-name = "brotli"
-version = "8.0.2"
+name = "bs58"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4bd8b9603c7aa97359dbd97ecf258968c95f3adddd6db2f7e7a5bef101c84560"
+checksum = "bf88ba1141d185c399bee5288d850d63b8369520c1eafc32a0430b5b6c287bf4"
 dependencies = [
- "alloc-no-stdlib",
- "alloc-stdlib",
- "brotli-decompressor",
+ "tinyvec",
 ]
 
 [[package]]
-name = "brotli-decompressor"
-version = "5.0.0"
+name = "bstr"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "874bb8112abecc98cbd6d81ea4fa7e94fb9449648c93cc89aa40c81c24d7de03"
+checksum = "6bb31b46c14244e20ee9984b11bf5c992b91fb6939fea616e3512c8baecdbe5f"
 dependencies = [
- "alloc-no-stdlib",
- "alloc-stdlib",
+ "memchr",
+ "regex-automata",
+ "serde_core",
 ]
 
 [[package]]
 name = "bumpalo"
-version = "3.19.0"
+version = "3.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46c5e41b57b8bba42a04676d81cb89e9ee8e859a1a66f80a5a72e1cb76b34d43"
+checksum = "72f5acc6cb2ba439de613abc23857ec3d78374d8ed5ac84e9d11336e87da8649"
 
 [[package]]
 name = "bytemuck"
-version = "1.23.2"
+version = "1.25.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3995eaeebcdf32f91f980d360f78732ddc061097ab4e39991ae7a6ace9194677"
+checksum = "95832e849adfb21180ccb6826a99da14e5d266ae5c2e668e1602cf234f153797"
+dependencies = [
+ "bytemuck_derive",
+]
+
+[[package]]
+name = "bytemuck_derive"
+version = "1.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a1f896587b6f2c069c73d2f0913e2d590c3990285cd2f0b6aa02b786b4c679c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 3.0.9",
+]
 
 [[package]]
 name = "byteorder"
@@ -1030,9 +1026,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.10.1"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
+checksum = "fc652a48c352aef3ea3aed32080501cf3ef6ed5da78602a020c991775b0aff04"
 
 [[package]]
 name = "bytes-utils"
@@ -1044,34 +1040,6 @@ dependencies = [
  "either",
 ]
 
-[[package]]
-name = "bzip2"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
-dependencies = [
- "bzip2-sys",
-]
-
-[[package]]
-name = "bzip2"
-version = "0.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3a53fac24f34a81bc9954b5d6cfce0c21e18ec6959f44f56e8e90e4bb7c346c"
-dependencies = [
- "libbz2-rs-sys",
-]
-
-[[package]]
-name = "bzip2-sys"
-version = "0.1.13+1.0.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "225bff33b2141874fe80d71e07d6eec4f85c5c216453dd96388240f96e1acc14"
-dependencies = [
- "cc",
- "pkg-config",
-]
-
 [[package]]
 name = "cast"
 version = "0.3.0"
@@ -1089,9 +1057,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.39"
+version = "1.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1354349954c6fc9cb0deab020f27f783cf0b604e8bb754dc4658ecf0d29c35f"
+checksum = "877bf67ac8e52449eb2f9e98a344ea163beb70dd1f9eebe3cc5357dcfeaee4df"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -1100,44 +1068,40 @@ dependencies = [
 ]
 
 [[package]]
-name = "census"
-version = "0.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4f4c707c6a209cbe82d10abd08e1ea8995e9ea937d2550646e02798948992be0"
-
-[[package]]
-name = "cexpr"
-version = "0.6.0"
+name = "cfg-if"
+version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fac387a98bb7c37292057cffc56d62ecb629900026402633ae9160df93a8766"
-dependencies = [
- "nom 7.1.3",
-]
+checksum = "4e7648175b45a9a48536d676f68d918270699102aa8dab5496df06904c914600"
 
 [[package]]
-name = "cfg-if"
-version = "1.0.3"
+name = "cfg_aliases"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2fd1289c04a9ea8cb22300a459a72a385d7c73d3259e2ed7dcb2af674838cfa9"
+checksum = "f079e83a288787bcd14a6aea84cee5c87a67c5a3e660c30f557a3d24761b3527"
 
 [[package]]
-name = "cfg_aliases"
-version = "0.2.1"
+name = "chacha20"
+version = "0.10.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
+checksum = "65c35e4b699c7e15ccbe7ee35c005e4fc0a278d22238a2857e6ce2dadeda1b06"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.3.1",
+ "rand_core 0.10.1",
+]
 
 [[package]]
 name = "chrono"
-version = "0.4.42"
+version = "0.4.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "145052bdd345b87320e369255277e3fb5152762ad123a901ef5c262dd38fe8d2"
+checksum = "1aa79e62e7697b8e29b513a68abacf485adcd1fe8284a4316c5ae868e6633327"
 dependencies = [
  "iana-time-zone",
  "js-sys",
  "num-traits",
  "serde",
  "wasm-bindgen",
- "windows-link 0.2.0",
+ "windows-link",
 ]
 
 [[package]]
@@ -1183,35 +1147,24 @@ version = "0.4.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773f3b9af64447d2ce9850330c473515014aa235e6a783b02db81ff39e4a3dad"
 dependencies = [
- "crypto-common",
+ "crypto-common 0.1.7",
  "inout",
 ]
 
-[[package]]
-name = "clang-sys"
-version = "1.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b023947811758c97c59bf9d1c188fd619ad4718dcaa767947df1cadb14f39f4"
-dependencies = [
- "glob",
- "libc",
- "libloading",
-]
-
 [[package]]
 name = "clap"
-version = "4.5.48"
+version = "4.6.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2134bb3ea021b78629caa971416385309e0131b351b25e01dc16fb54e1b5fae"
+checksum = "aa8876b300ab35ba921adea3dfd70157a46249b33f95c9084ae5709785478946"
 dependencies = [
  "clap_builder",
 ]
 
 [[package]]
 name = "clap_builder"
-version = "4.5.48"
+version = "4.6.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c2ba64afa3c0a6df7fa517765e31314e983f51dda798ffba27b988194fb65dc9"
+checksum = "ec0797fb7aeb1406c84efac526901f7ec3ead2124f946b494e72879d4b54704d"
 dependencies = [
  "anstyle",
  "clap_lex",
@@ -1219,39 +1172,78 @@ dependencies = [
 
 [[package]]
 name = "clap_lex"
-version = "0.7.5"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b94f61472cee1439c0b966b47e3aca9ae07e45d070759512cd390ea2bebc6675"
+checksum = "1c133bc6a41be0d194c306b5506d15e6feeea7b1d6604bd3f8310dfb2ca96486"
 
 [[package]]
 name = "cmake"
-version = "0.1.54"
+version = "0.1.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7caa3f9de89ddbe2c607f4101924c5abec803763ae9534e4f4d7d8f84aa81f0"
+checksum = "c0f78a02292a74a88ac736019ab962ece0bc380e3f977bf72e376c5d78ff0678"
 dependencies = [
  "cc",
 ]
 
 [[package]]
-name = "comfy-table"
-version = "7.1.2"
+name = "cmov"
+version = "0.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c9ea0ac24bc397ab3c98583a3c9ba74fa56b09a4449bbe172b9b1ddb016027a"
+
+[[package]]
+name = "colored"
+version = "3.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e0d05af1e006a2407bedef5af410552494ce5be9090444dbbcb57258c1af3d56"
+checksum = "faf9468729b8cbcea668e36183cb69d317348c2e08e994829fb56ebfdfbaac34"
 dependencies = [
- "crossterm 0.27.0",
- "crossterm 0.28.1",
- "strum 0.26.3",
- "strum_macros 0.26.4",
- "unicode-width",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
-name = "concurrent-queue"
-version = "2.5.0"
+name = "combine"
+version = "4.6.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ca0197aee26d1ae37445ee532fefce43251d24cc7c166799f4d46817f1d3973"
+checksum = "4356eba6976435498d05a311ee9fc486da3bc81c200d3f0d7dd9703b41913f92"
 dependencies = [
- "crossbeam-utils",
+ "bytes",
+ "memchr",
+]
+
+[[package]]
+name = "comfy-table"
+version = "7.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "958c5d6ecf1f214b4c2bbbbf6ab9523a864bd136dcf71a7e8904799acfe1ad47"
+dependencies = [
+ "unicode-segmentation",
+ "unicode-width",
+]
+
+[[package]]
+name = "compression-codecs"
+version = "0.4.46"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cae36683101b2899f48bd31f8db9839437356188e3b1ff23096e73dab09ba8fe"
+dependencies = [
+ "compression-core",
+ "flate2",
+ "memchr",
+]
+
+[[package]]
+name = "compression-core"
+version = "0.4.34"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2ebdda89edc534bf8d5dd2857562633b6495557e5846552ade994b99ed13c36a"
+
+[[package]]
+name = "concurrent-queue"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ca0197aee26d1ae37445ee532fefce43251d24cc7c166799f4d46817f1d3973"
+dependencies = [
+ "crossbeam-utils",
 ]
 
 [[package]]
@@ -1260,6 +1252,12 @@ version = "0.9.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c2459377285ad874054d797f3ccebf984978aa39129f6eafde5cdc8315b612f8"
 
+[[package]]
+name = "const-oid"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6ef517f0926dd24a1582492c791b6a4818a4d94e789a334894aa15b0d12f55c"
+
 [[package]]
 name = "const-random"
 version = "0.1.18"
@@ -1275,26 +1273,32 @@ version = "0.1.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f9d839f2a20b0aee515dc581a6172f2321f96cab76c1a38a4c584a194955390e"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "once_cell",
  "tiny-keccak",
 ]
 
 [[package]]
-name = "constant_time_eq"
-version = "0.3.1"
+name = "const-str"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
+checksum = "18f12cc9948ed9604230cdddc7c86e270f9401ccbe3c2e98a4378c5e7632212f"
 
 [[package]]
-name = "convert_case"
-version = "0.8.0"
+name = "const_panic"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baaaa0ecca5b51987b9423ccdc971514dd8b0bb7b4060b983d3664dad3f1f89f"
+checksum = "9603f79528ece8163c496f8932121cb36cfe46259e9c907bb3d8205139d7caa3"
 dependencies = [
- "unicode-segmentation",
+ "typewit",
 ]
 
+[[package]]
+name = "constant_time_eq"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d52eff69cd5e647efe296129160853a42795992097e8af39800e1060caeea9b"
+
 [[package]]
 name = "core-foundation"
 version = "0.9.4"
@@ -1321,6 +1325,21 @@ version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
+[[package]]
+name = "core_detect"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f8f80099a98041a3d1622845c271458a2d73e688351bf3cb999266764b81d48"
+
+[[package]]
+name = "countio"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9702aee5d1d744c01d82f6915644f950f898e014903385464c773b96fefdecb"
+dependencies = [
+ "futures-io",
+]
+
 [[package]]
 name = "cpufeatures"
 version = "0.2.17"
@@ -1331,19 +1350,29 @@ dependencies = [
 ]
 
 [[package]]
-name = "crc32c"
-version = "0.6.8"
+name = "cpufeatures"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3a47af21622d091a8f0fb295b88bc886ac74efcc613efc19f5d0b21de5c89e47"
+checksum = "5ca28b0ae3115b884660db4118d803791fd6756b6e88f39c0f3f7859060d7566"
 dependencies = [
- "rustc_version",
+ "libc",
+]
+
+[[package]]
+name = "crc-fast"
+version = "1.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e75b2483e97a5a7da73ac68a05b629f9c53cff58d8ed1c77866079e18b00dba5"
+dependencies = [
+ "digest 0.10.7",
+ "spin 0.10.1",
 ]
 
 [[package]]
 name = "crc32fast"
-version = "1.5.0"
+version = "1.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9481c1c90cbf2ac953f07c8d4a58aa3945c425b7185c9154d67a65e4230da511"
+checksum = "0ba106e844045ddc02c20768ac4b0b7cb45f2cc2ecbd833ac9f5dacb183c2055"
 dependencies = [
  "cfg-if",
 ]
@@ -1388,18 +1417,18 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-channel"
-version = "0.5.15"
+version = "0.5.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82b8f8f868b36967f9606790d1903570de9ceaf870a7bf9fbbd3016d636a2cb2"
+checksum = "98b0cc327b5bc766e7fda9c9260cc0fa81b43a8e240440422dff70788e3f9ef1"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-deque"
-version = "0.8.6"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
+checksum = "622f3fc73690be383c7214310406f28a90e6edeadc3cea882f9d71e495b9711a"
 dependencies = [
  "crossbeam-epoch",
  "crossbeam-utils",
@@ -1407,60 +1436,37 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-epoch"
-version = "0.9.18"
+version = "0.9.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
+checksum = "dc74980687109a3b14c72fd458107bf0baa1da1a1a805e178d15501ba9b86d9d"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-queue"
-version = "0.3.12"
+version = "0.3.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f58bbc28f91df819d0aa2a2c00cd19754769c2fad90579b3592b1c9ba7a3115"
+checksum = "03e8bd762f7479489c70ed6c768ddca99d7296857de437a68dcb2a94365b3fae"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
-name = "crossbeam-utils"
-version = "0.8.21"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
-
-[[package]]
-name = "crossterm"
-version = "0.27.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f476fe445d41c9e991fd07515a6f463074b782242ccf4a5b7b1d1012e70824df"
-dependencies = [
- "bitflags",
- "crossterm_winapi",
- "libc",
- "parking_lot",
- "winapi",
-]
-
-[[package]]
-name = "crossterm"
-version = "0.28.1"
+name = "crossbeam-skiplist"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "829d955a0bb380ef178a640b91779e3987da38c9aea133b20614cfed8cdea9c6"
+checksum = "df29de440c58ca2cc6e587ec3d22347551a32435fbde9d2bff64e78a9ffa151b"
 dependencies = [
- "bitflags",
- "parking_lot",
- "rustix 0.38.44",
+ "crossbeam-epoch",
+ "crossbeam-utils",
 ]
 
 [[package]]
-name = "crossterm_winapi"
-version = "0.9.1"
+name = "crossbeam-utils"
+version = "0.8.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "acdd7c62a3665c7f6830a51635d9ac9b23ed385797f70a83bb8bafe9c572ab2b"
-dependencies = [
- "winapi",
-]
+checksum = "a31eee39dddec8330830986fcd7625edb5a24ec90ea038215273bbc3adb08ac6"
 
 [[package]]
 name = "crunchy"
@@ -1470,126 +1476,102 @@ checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
 [[package]]
 name = "crypto-common"
-version = "0.1.6"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
+checksum = "78c8292055d1c1df0cce5d180393dc8cce0abec0a7102adb6c7b1eef6016d60a"
 dependencies = [
  "generic-array",
  "typenum",
 ]
 
+[[package]]
+name = "crypto-common"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce6e4c961d6cd6c9a86db418387425e8bdeaf05b3c8bc1411e6dca4c252f1453"
+dependencies = [
+ "hybrid-array",
+]
+
 [[package]]
 name = "csv"
-version = "1.3.1"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "acdc4883a9c96732e4733212c01447ebd805833b7275a73ca3ee080fd77afdaf"
+checksum = "52cd9d68cf7efc6ddfaaee42e7288d3a99d613d4b50f76ce9827ae0c6e14f938"
 dependencies = [
  "csv-core",
  "itoa",
  "ryu",
- "serde",
+ "serde_core",
 ]
 
 [[package]]
 name = "csv-core"
-version = "0.1.12"
+version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d02f3b0da4c6504f86e9cd789d8dbafab48c2321be74e9987593de5a894d93d"
+checksum = "704a3c26996a80471189265814dbc2c257598b96b8a7feae2d31ace646bb9782"
 dependencies = [
  "memchr",
 ]
 
 [[package]]
 name = "ctor"
-version = "0.6.3"
+version = "1.0.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "424e0138278faeb2b401f174ad17e715c829512d74f3d1e81eb43365c2e0590e"
+checksum = "914a755b7c2d4af2bdcff7ce1739e2db9a1b81a9b07123d8015786ae03c0980d"
 dependencies = [
- "ctor-proc-macro",
- "dtor",
+ "link-section",
+ "linktime-proc-macro",
 ]
 
 [[package]]
-name = "ctor-proc-macro"
-version = "0.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52560adf09603e58c9a7ee1fe1dcb95a16927b17c127f0ac02d6e768a0e25bc1"
-
-[[package]]
-name = "darling"
-version = "0.20.11"
+name = "ctutils"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc7f46116c46ff9ab3eb1597a45688b6715c6e628b5c133e288e709a29bcb4ee"
+checksum = "03bb0e1cc970d482d121d9a1744999169b69a07470b3d644a7894e53fcaf4574"
 dependencies = [
- "darling_core 0.20.11",
- "darling_macro 0.20.11",
+ "cmov",
 ]
 
 [[package]]
 name = "darling"
-version = "0.21.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9cdf337090841a411e2a7f3deb9187445851f91b309c0c0a29e05f74a00a48c0"
-dependencies = [
- "darling_core 0.21.3",
- "darling_macro 0.21.3",
-]
-
-[[package]]
-name = "darling_core"
-version = "0.20.11"
+version = "0.24.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d00b9596d185e565c2207a0b01f8bd1a135483d02d9b7b0a54b11da8d53412e"
+checksum = "ed17f5901b6630b993ca003def43f2f8ef4014fc13b047b57aad617ff32bc2ec"
 dependencies = [
- "fnv",
- "ident_case",
- "proc-macro2",
- "quote",
- "strsim",
- "syn 2.0.106",
+ "darling_core",
+ "darling_macro",
 ]
 
 [[package]]
 name = "darling_core"
-version = "0.21.3"
+version = "0.24.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1247195ecd7e3c85f83c8d2a366e4210d588e802133e1e355180a9870b517ea4"
+checksum = "6837e2cf7485aaae18f86181d2f0e9a7ed297a025e220aeabf63fdebd3a2ddff"
 dependencies = [
- "fnv",
  "ident_case",
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.106",
-]
-
-[[package]]
-name = "darling_macro"
-version = "0.20.11"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
-dependencies = [
- "darling_core 0.20.11",
- "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
 name = "darling_macro"
-version = "0.21.3"
+version = "0.24.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
+checksum = "2ac7135c3ef02b2f7833bbeb1be5ba7f966dcde8a87c6b87f65a778d71a02785"
 dependencies = [
- "darling_core 0.21.3",
+ "darling_core",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
 name = "dashmap"
-version = "6.1.0"
+version = "6.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5041cc499144891f3790297212f32a74fb938e5136a14943f338ef9e0ae276cf"
+checksum = "e6361d5c062261c78a176addb82d4c821ae42bed6089de0e12603cd25de2059c"
 dependencies = [
  "cfg-if",
  "crossbeam-utils",
@@ -1601,22 +1583,20 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2af15bb3c6ffa33011ef579f6b0bcbe7c26584688bd6c994f548e44df67f011a"
+checksum = "754ef4e8f073922a26f5b23133b9db4829342362b09be0bc94309cf261c2f098"
 dependencies = [
  "arrow",
- "arrow-ipc",
  "arrow-schema",
  "async-trait",
- "bytes",
- "bzip2 0.6.1",
  "chrono",
  "datafusion-catalog",
  "datafusion-catalog-listing",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
+ "datafusion-datasource-arrow",
  "datafusion-datasource-csv",
  "datafusion-datasource-json",
  "datafusion-datasource-parquet",
@@ -1636,29 +1616,25 @@ dependencies = [
  "datafusion-physical-plan",
  "datafusion-session",
  "datafusion-sql",
- "flate2",
  "futures",
+ "indexmap 2.14.2",
  "itertools 0.14.0",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
  "parquet",
- "rand 0.9.2",
- "regex",
- "sqlparser 0.58.0",
+ "sqlparser",
  "tempfile",
  "tokio",
  "url",
  "uuid",
- "xz2",
- "zstd",
 ]
 
 [[package]]
 name = "datafusion-catalog"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "187622262ad8f7d16d3be9202b4c1e0116f1c9aa387e5074245538b755261621"
+checksum = "06afd1e38dd27bbb1258685a1fc6524df6aff4e07b25b393a47de59635178d99"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1671,20 +1647,19 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-plan",
  "datafusion-session",
- "datafusion-sql",
  "futures",
  "itertools 0.14.0",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9657314f0a32efd0382b9a46fdeb2d233273ece64baa68a7c45f5a192daf0f83"
+checksum = "f0668fb32c12065ec242be0e5b4bc62bd7a06a0be3ecd83791ef877e4be67e02"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1694,45 +1669,45 @@ dependencies = [
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
- "datafusion-session",
  "futures",
+ "itertools 0.14.0",
  "log",
- "object_store",
- "tokio",
+ "object_store 0.13.2",
 ]
 
 [[package]]
 name = "datafusion-common"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a83760d9a13122d025fbdb1d5d5aaf93dd9ada5e90ea229add92aa30898b2d1"
+checksum = "ca43b263cdff57042cfa8fb817fb3469f4878933380dccff25f5e793580abbf9"
 dependencies = [
- "ahash",
  "arrow",
  "arrow-ipc",
- "base64 0.22.1",
+ "arrow-schema",
  "chrono",
+ "foldhash 0.2.0",
  "half",
- "hashbrown 0.14.5",
- "indexmap",
+ "hashbrown 0.17.1",
+ "indexmap 2.14.2",
+ "itertools 0.14.0",
  "libc",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parquet",
- "paste",
- "recursive",
- "sqlparser 0.58.0",
+ "sqlparser",
  "tokio",
+ "uuid",
  "web-time",
 ]
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b6234a6c7173fe5db1c6c35c01a12b2aa0f803a3007feee53483218817f8b1e"
+checksum = "05f0ba2b864792bdca4d76c59a1de0ab6e1b61946596b9936888dbd6360035f2"
 dependencies = [
  "futures",
  "log",
@@ -1741,15 +1716,13 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7256c9cb27a78709dd42d0c80f0178494637209cac6e29d5c93edd09b6721b86"
+checksum = "b840a8bce0bcbf5afad02946d438591e7c373f7afccaf3d874c04485772514dd"
 dependencies = [
  "arrow",
- "async-compression",
  "async-trait",
  "bytes",
- "bzip2 0.6.1",
  "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
@@ -1760,138 +1733,154 @@ dependencies = [
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
- "flate2",
  "futures",
  "glob",
  "itertools 0.14.0",
  "log",
- "object_store",
- "parquet",
- "rand 0.9.2",
- "tempfile",
+ "object_store 0.13.2",
+ "parking_lot",
+ "rand 0.9.5",
  "tokio",
- "tokio-util",
  "url",
- "xz2",
- "zstd",
+]
+
+[[package]]
+name = "datafusion-datasource-arrow"
+version = "54.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a24cc0b9cf6e367f27f27406eff13abf48a11b72446aaa40b3105c0ded5c17d9"
+dependencies = [
+ "arrow",
+ "arrow-ipc",
+ "async-trait",
+ "bytes",
+ "datafusion-common",
+ "datafusion-common-runtime",
+ "datafusion-datasource",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "datafusion-session",
+ "futures",
+ "itertools 0.14.0",
+ "object_store 0.13.2",
+ "tokio",
 ]
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64533a90f78e1684bfb113d200b540f18f268134622d7c96bbebc91354d04825"
+checksum = "e1abe56b2a7a2d1d6de5117dd1a203181e267f28529faa5da546947621b697d7"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
  "futures",
- "object_store",
+ "object_store 0.13.2",
  "regex",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d7ebeb12c77df0aacad26f21b0d033aeede423a64b2b352f53048a75bf1d6e6"
+checksum = "9c3e467f0611ad7bdd5aad17c63c9bb6182d04e5282e5496d897ea2b49c024ba"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
  "futures",
- "object_store",
- "serde_json",
+ "object_store 0.13.2",
  "tokio",
+ "tokio-stream",
 ]
 
 [[package]]
 name = "datafusion-datasource-parquet"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09e783c4c7d7faa1199af2df4761c68530634521b176a8d1331ddbc5a5c75133"
+checksum = "4cc35b92cd560082155e80d9c826929c852d3c51543f4affd3a51c464a0aab3a"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-functions-aggregate",
+ "datafusion-functions",
+ "datafusion-functions-aggregate-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
- "datafusion-physical-optimizer",
  "datafusion-physical-plan",
  "datafusion-pruning",
  "datafusion-session",
  "futures",
  "itertools 0.14.0",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
  "parquet",
- "rand 0.9.2",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-doc"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99ee6b1d9a80d13f9deb2291f45c07044b8e62fb540dbde2453a18be17a36429"
+checksum = "d69bb69d8769e34f76839c960dbde24c1ac0c885a79b6c3c2287bdc56ec67891"
 
 [[package]]
 name = "datafusion-execution"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4cec0a57653bec7b933fb248d3ffa3fa3ab3bd33bd140dc917f714ac036f531"
+checksum = "d8eac0a09bc8d263f52025cad9e001da4d8138d633fa288edda4d06b1772eae6"
 dependencies = [
  "arrow",
+ "arrow-buffer",
  "async-trait",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
+ "datafusion-physical-expr-common",
  "futures",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
- "rand 0.9.2",
+ "rand 0.9.5",
  "tempfile",
  "url",
 ]
 
 [[package]]
 name = "datafusion-expr"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef76910bdca909722586389156d0aa4da4020e1631994d50fadd8ad4b1aa05fe"
+checksum = "eeb14d374767ee0fc62dc79a5ba8bcf8a63c14e993c7d992d0e63adfa23d77d3"
 dependencies = [
  "arrow",
+ "arrow-schema",
  "async-trait",
  "chrono",
  "datafusion-common",
@@ -1900,31 +1889,29 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
- "indexmap",
- "paste",
- "recursive",
+ "indexmap 2.14.2",
+ "itertools 0.14.0",
  "serde_json",
- "sqlparser 0.58.0",
+ "sqlparser",
 ]
 
 [[package]]
 name = "datafusion-expr-common"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d155ccbda29591ca71a1344dd6bed26c65a4438072b400df9db59447f590bb6"
+checksum = "b7b19a8c95522bee8cbb313d74263b85e355d2b52f42e67ef5694bf5de9e9356"
 dependencies = [
  "arrow",
  "datafusion-common",
- "indexmap",
+ "indexmap 2.14.2",
  "itertools 0.14.0",
- "paste",
 ]
 
 [[package]]
 name = "datafusion-functions"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7de2782136bd6014670fd84fe3b0ca3b3e4106c96403c3ae05c0598577139977"
+checksum = "5f64c983bbbdcb729d921a2b2ac3375598719b5cc0c30345ad664936f3176fc7"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -1932,30 +1919,32 @@ dependencies = [
  "blake2",
  "blake3",
  "chrono",
+ "chrono-tz",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-expr-common",
  "datafusion-macros",
+ "datafusion-physical-expr-common",
  "hex",
  "itertools 0.14.0",
  "log",
  "md-5",
- "rand 0.9.2",
+ "memchr",
+ "num-traits",
+ "rand 0.9.5",
  "regex",
- "sha2",
- "unicode-segmentation",
+ "sha2 0.11.1",
  "uuid",
 ]
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07331fc13603a9da97b74fd8a273f4238222943dffdbbed1c4c6f862a30105bf"
+checksum = "89bc17041e424a47ed062f43df24d84aab8b57c4c3221e5c1a5eef46d6c5718b"
 dependencies = [
- "ahash",
  "arrow",
  "datafusion-common",
  "datafusion-doc",
@@ -1965,18 +1954,18 @@ dependencies = [
  "datafusion-macros",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
+ "foldhash 0.2.0",
  "half",
  "log",
- "paste",
+ "num-traits",
 ]
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "50.3.0"
+version = "54.1.0"
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-checksum = "b5951e572a8610b89968a09b5420515a121fbc305c0258651f318dc07c97ab17"
+checksum = "97dd2a9e865c6108059f5b37b77934f84b50bfb108f837bd0e5c9536e03f0545"
 dependencies = [
- "ahash",
  "arrow",
  "datafusion-common",
  "datafusion-expr-common",
@@ -1985,9 +1974,9 @@ dependencies = [
 
 [[package]]
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-version = "50.3.0"
+version = "54.1.0"
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-checksum = "fdacca9302c3d8fc03f3e94f338767e786a88a33f5ebad6ffc0e7b50364b9ea3"
+checksum = "75f0bdfeef16d96417b9632ef855645376b242e9006a126dfd0bedfc54a93f5f"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -1995,37 +1984,40 @@ dependencies = [
  "datafusion-doc",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-expr-common",
  "datafusion-functions",
  "datafusion-functions-aggregate",
  "datafusion-functions-aggregate-common",
  "datafusion-macros",
  "datafusion-physical-expr-common",
+ "hashbrown 0.17.1",
  "itertools 0.14.0",
+ "itoa",
  "log",
- "paste",
+ "memchr",
 ]
 
 [[package]]
 name = "datafusion-functions-table"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c37ff8a99434fbbad604a7e0669717c58c7c4f14c472d45067c4b016621d981"
+checksum = "f4e4941673c917819616877e9993da4503e4f4739812be0bc32c5356184c6383"
 dependencies = [
  "arrow",
  "async-trait",
  "datafusion-catalog",
  "datafusion-common",
  "datafusion-expr",
+ "datafusion-physical-expr",
  "datafusion-physical-plan",
  "parking_lot",
- "paste",
 ]
 
 [[package]]
 name = "datafusion-functions-window"
-version = "50.3.0"
+version = "54.1.0"
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-checksum = "48e2aea7c79c926cffabb13dc27309d4eaeb130f4a21c8ba91cdd241c813652b"
+checksum = "12dd2e16c12b84b6f6b41b19f55b366dd1c46876bb35b86896c6349067379e8d"
 dependencies = [
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@@ -2036,14 +2028,13 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "log",
- "paste",
 ]
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fead257ab5fd2ffc3b40fda64da307e20de0040fe43d49197241d9de82a487f"
+checksum = "4cdc5e4b6f8b6ef823cc1c761f85088ad4c884fe8df64df3cbcc6b2b84698441"
 dependencies = [
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  "datafusion-physical-expr-common",
@@ -2051,20 +2042,20 @@ dependencies = [
 
 [[package]]
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-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec6f637bce95efac05cdfb9b6c19579ed4aa5f6b94d951cfa5bb054b7bb4f730"
+checksum = "1a3614234dd93578c92428cb4f408e020874f0d2b7e6c90c928d9d28b5df2ceb"
 dependencies = [
- "datafusion-expr",
+ "datafusion-doc",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "50.3.0"
+version = "54.1.0"
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-checksum = "c6583ef666ae000a613a837e69e456681a9faa96347bf3877661e9e89e141d8a"
+checksum = "a0635620b050b81bb92764e99250868f654e2cd5ad1bece413283b3f73c83179"
 dependencies = [
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  "chrono",
@@ -2072,21 +2063,19 @@ dependencies = [
  "datafusion-expr",
  "datafusion-expr-common",
  "datafusion-physical-expr",
- "indexmap",
+ "indexmap 2.14.2",
  "itertools 0.14.0",
  "log",
- "recursive",
  "regex",
  "regex-syntax",
 ]
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "50.3.0"
+version = "54.1.0"
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-checksum = "c8668103361a272cbbe3a61f72eca60c9b7c706e87cc3565bcf21e2b277b84f6"
+checksum = "8cabf7a86eb70b816729e33c81bf7767c936ee1226f607a114f5dac2decac8d0"
 dependencies = [
- "ahash",
  "arrow",
  "datafusion-common",
  "datafusion-expr",
@@ -2094,20 +2083,19 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-physical-expr-common",
  "half",
- "hashbrown 0.14.5",
- "indexmap",
+ "hashbrown 0.17.1",
+ "indexmap 2.14.2",
  "itertools 0.14.0",
- "log",
  "parking_lot",
- "paste",
- "petgraph 0.8.2",
+ "petgraph",
+ "tokio",
 ]
 
 [[package]]
 name = "datafusion-physical-expr-adapter"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "815acced725d30601b397e39958e0e55630e0a10d66ef7769c14ae6597298bb0"
+checksum = "de222e04f7e6744501555a54ab0abe26bfdfebee380af79a9bdc175704246859"
 dependencies = [
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  "datafusion-common",
@@ -2120,23 +2108,26 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6652fe7b5bf87e85ed175f571745305565da2c0b599d98e697bcbedc7baa47c3"
+checksum = "72d0d0057fc5a502d45c870cb6d47c66eb7bdd5edb1bd71ad6f3f724975ac2a8"
 dependencies = [
- "ahash",
  "arrow",
+ "chrono",
  "datafusion-common",
  "datafusion-expr-common",
- "hashbrown 0.14.5",
+ "hashbrown 0.17.1",
+ "indexmap 2.14.2",
  "itertools 0.14.0",
+ "parking_lot",
+ "pin-project",
 ]
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "50.3.0"
+version = "54.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49b7d623eb6162a3332b564a0907ba00895c505d101b99af78345f1acf929b5c"
+checksum = "86046eed10950c5f9aaed9acfd148e9bd2e1dfdfe4f9aef607d1447b271e4183"
 dependencies = [
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  "datafusion-common",
@@ -2148,341 +2139,124 @@ dependencies = [
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  "datafusion-pruning",
  "itertools 0.14.0",
- "log",
- "recursive",
 ]
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "50.3.0"
+version = "54.1.0"
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-checksum = "e2f7f778a1a838dec124efb96eae6144237d546945587557c9e6936b3414558c"
+checksum = "9bc84da934c903407ba297971ebcc020c4c1a38aafd765d6c144c76eff3fa6a1"
 dependencies = [
- "ahash",
  "arrow",
+ "arrow-data",
+ "arrow-ipc",
  "arrow-ord",
  "arrow-schema",
  "async-trait",
- "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-functions",
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "futures",
  "half",
- "hashbrown 0.14.5",
- "indexmap",
+ "hashbrown 0.17.1",
+ "indexmap 2.14.2",
  "itertools 0.14.0",
  "log",
+ "num-traits",
  "parking_lot",
  "pin-project-lite",
  "tokio",
 ]
 
-[[package]]
-name = "datafusion-proto"
-version = "50.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7df9f606892e6af45763d94d210634eec69b9bb6ced5353381682ff090028a3"
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- "chrono",
- "datafusion",
- "datafusion-common",
- "datafusion-expr",
- "datafusion-proto-common",
- "object_store",
- "prost",
-]
-
-[[package]]
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-dependencies = [
- "arrow",
- "datafusion-common",
- "prost",
-]
-
 [[package]]
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-version = "50.3.0"
+version = "54.1.0"
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-checksum = "cd1e59e2ca14fe3c30f141600b10ad8815e2856caa59ebbd0e3e07cd3d127a65"
+checksum = "eb63eeac6de19be40f487b65dd84e546195f783c5a9928618e0c4f2a3569b0d7"
 dependencies = [
  "arrow",
- "arrow-schema",
  "datafusion-common",
  "datafusion-datasource",
  "datafusion-expr-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
- "itertools 0.14.0",
  "log",
 ]
 
 [[package]]
 name = "datafusion-session"
-version = "50.3.0"
+version = "54.1.0"
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-checksum = "21ef8e2745583619bd7a49474e8f45fbe98ebb31a133f27802217125a7b3d58d"
+checksum = "5f961d209177f91bd014db5cbb2c33b7d28a2597b9003e77f17aeb712964315a"
 dependencies = [
- "arrow",
  "async-trait",
- "dashmap",
  "datafusion-common",
- "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-plan",
- "datafusion-sql",
- "futures",
- "itertools 0.14.0",
- "log",
- "object_store",
  "parking_lot",
- "tokio",
 ]
 
 [[package]]
 name = "datafusion-sql"
-version = "50.3.0"
+version = "54.1.0"
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-checksum = "89abd9868770386fede29e5a4b14f49c0bf48d652c3b9d7a8a0332329b87d50b"
+checksum = "b1d71cb454da682b2af7488e1fc1ddd72ee1b28f19297b8ccad73f0a21ee9a69"
 dependencies = [
  "arrow",
  "bigdecimal",
+ "chrono",
  "datafusion-common",
  "datafusion-expr",
- "indexmap",
+ "datafusion-functions-nested",
+ "indexmap 2.14.2",
  "log",
- "recursive",
- "regex",
- "sqlparser 0.58.0",
-]
-
-[[package]]
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-version = "0.12.3"
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-dependencies = [
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- "lazy_static",
- "num_cpus",
- "tokio",
-]
-
-[[package]]
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-checksum = "092966b41edc516079bdf31ec78a2e0588d1d0c08f78b91d8307215928642b2b"
-
-[[package]]
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-dependencies = [
- "deepsize_derive",
-]
-
-[[package]]
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-dependencies = [
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- "syn 1.0.109",
-]
-
-[[package]]
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- "futures",
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- "itertools 0.14.0",
- "object_store",
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- "roaring 0.11.3",
- "rustc_version",
- "serde",
- "serde_json",
- "strum 0.27.2",
- "thiserror 2.0.17",
- "tokio",
- "tracing",
- "url",
- "uuid",
- "z85",
-]
-
-[[package]]
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- "syn 2.0.106",
-]
-
-[[package]]
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- "delta_kernel",
- "deltalake-aws",
- "deltalake-azure",
- "deltalake-core",
- "deltalake-gcp",
-]
-
-[[package]]
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-dependencies = [
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- "aws-credential-types",
- "aws-sdk-dynamodb",
- "aws-sdk-sts",
- "aws-smithy-runtime-api",
- "backon",
- "bytes",
- "chrono",
- "deltalake-core",
- "futures",
- "object_store",
  "regex",
- "thiserror 2.0.17",
- "tokio",
- "tracing",
- "url",
- "uuid",
+ "sqlparser",
 ]
 
 [[package]]
-name = "deltalake-azure"
-version = "0.12.0"
+name = "datasketches"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "bytes",
- "deltalake-core",
- "object_store",
- "thiserror 2.0.17",
- "tokio",
- "url",
-]
+checksum = "46c4cf71a36b46dcfc00e5014c0c20ccad2b1b6a008304d7d57d2749b2d41b3d"
 
 [[package]]
-name = "deltalake-core"
-version = "0.29.4"
+name = "defmt"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b2a5e889f44e4cdf66a70fe6456857cee948d52fa2f6b5d7e0cc3f1639d21d8"
+checksum = "e4a0795ac740cb54d7b3775c9c17345f6aaecf884c01733b39d6017738e0e3e1"
 dependencies = [
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- "arrow-arith",
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- "arrow-cast",
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- "arrow-ord",
- "arrow-row",
- "arrow-schema",
- "arrow-select",
- "async-trait",
- "bytes",
- "cfg-if",
- "chrono",
- "dashmap",
- "datafusion",
- "datafusion-proto",
- "delta_kernel",
- "deltalake-derive",
- "dirs",
- "either",
- "futures",
- "humantime",
- "indexmap",
- "itertools 0.14.0",
- "num_cpus",
- "object_store",
- "parking_lot",
- "parquet",
- "percent-encoding",
- "percent-encoding-rfc3986",
- "pin-project-lite",
- "rand 0.8.5",
- "regex",
- "serde",
- "serde_json",
- "sqlparser 0.59.0",
- "strum 0.27.2",
- "thiserror 2.0.17",
- "tokio",
- "tracing",
- "url",
- "uuid",
- "validator",
+ "bitflags 1.3.2",
+ "defmt-macros",
 ]
 
 [[package]]
-name = "deltalake-derive"
-version = "0.29.0"
+name = "defmt-macros"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a785b4702c2d1b6ff286075f375fb2fd52dfbb2fadf17b9233f4d5eea35c6ec"
+checksum = "840bb056bd99c495c9188198a258ab787c79f306d864db3e6e8451442d6d8366"
 dependencies = [
- "convert_case",
- "itertools 0.14.0",
+ "defmt-parser",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
-name = "deltalake-gcp"
-version = "0.13.0"
+name = "defmt-parser"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8df2708856cfa92e8309141fda1ee8d41e174b0868f26e557d0b2ea8d30fb92e"
+checksum = "71958f69fb2de856c5dd51ac9377e986ca1aa5919f931bf5395a807277f889a0"
 dependencies = [
- "async-trait",
- "bytes",
- "deltalake-core",
- "futures",
- "object_store",
- "thiserror 2.0.17",
- "tokio",
- "tracing",
- "url",
+ "thiserror 2.0.21",
 ]
 
 [[package]]
@@ -2491,18 +2265,17 @@ version = "0.7.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e7c1832837b905bbfb5101e07cc24c8deddf52f93225eee6ead5f4d63d53ddcb"
 dependencies = [
- "const-oid",
+ "const-oid 0.9.6",
  "pem-rfc7468",
  "zeroize",
 ]
 
 [[package]]
 name = "deranged"
-version = "0.5.4"
+version = "0.5.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a41953f86f8a05768a6cda24def994fd2f424b04ec5c719cf89989779f199071"
+checksum = "9e9de72ce2ad1f90dc62fa25f0f430ef85eb4b0d8fa0be4f30373bc40a21d28e"
 dependencies = [
- "powerfmt",
  "serde_core",
 ]
 
@@ -2512,12 +2285,24 @@ version = "0.10.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
 dependencies = [
- "block-buffer",
- "const-oid",
- "crypto-common",
+ "block-buffer 0.10.4",
+ "const-oid 0.9.6",
+ "crypto-common 0.1.7",
  "subtle",
 ]
 
+[[package]]
+name = "digest"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1dd6dbb5841937940781866fa1281a1ff7bd3bf827091440879f9994983d5c2"
+dependencies = [
+ "block-buffer 0.12.1",
+ "const-oid 0.10.2",
+ "crypto-common 0.2.2",
+ "ctutils",
+]
+
 [[package]]
 name = "dirs"
 version = "6.0.0"
@@ -2536,18 +2321,28 @@ dependencies = [
  "libc",
  "option-ext",
  "redox_users",
- "windows-sys 0.61.1",
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "dispatch2"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e0e367e4e7da84520dedcac1901e4da967309406d1e51017ae1abfb97adbd38"
+dependencies = [
+ "bitflags 2.13.2",
+ "objc2",
 ]
 
 [[package]]
 name = "displaydoc"
-version = "0.2.5"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
+checksum = "c6232dd377dcc64799954cbd3a9bb882e9cdc1308ccd87b1c098f1fb2eaf82a8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
@@ -2559,33 +2354,18 @@ dependencies = [
  "const-random",
 ]
 
-[[package]]
-name = "downcast-rs"
-version = "2.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "117240f60069e65410b3ae1bb213295bd828f707b5bec6596a1afc8793ce0cbc"
-
-[[package]]
-name = "dtor"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "404d02eeb088a82cfd873006cb713fe411306c7d182c344905e101fb1167d301"
-dependencies = [
- "dtor-proc-macro",
-]
-
-[[package]]
-name = "dtor-proc-macro"
-version = "0.0.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f678cf4a922c215c63e0de95eb1ff08a958a81d47e485cf9da1e27bf6305cfa5"
-
 [[package]]
 name = "dunce"
 version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "92773504d58c093f6de2459af4af33faa518c13451eb8f2b5698ed3d36e7c813"
 
+[[package]]
+name = "dyn-clone"
+version = "1.0.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d0881ea181b1df73ff77ffaaf9c7544ecc11e82fba9b5f27b262a3c73a332555"
+
 [[package]]
 name = "earcutr"
 version = "0.4.3"
@@ -2598,24 +2378,29 @@ dependencies = [
 
 [[package]]
 name = "either"
-version = "1.15.0"
+version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
+checksum = "0e9c71c2167ca323c882b99918929403426e2373ea17242ff5653e0d5e1058be"
 
 [[package]]
 name = "encoding_rs"
-version = "0.8.35"
+version = "0.8.42"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75030f3c4f45dafd7586dd6780965a8c7e8e285a5ecb86713e63a79c5b2766f3"
+checksum = "8e985e0451871ad22fb8d2b6b076e2028a502a0d3950998c2c5c0a4f9b5d9679"
 dependencies = [
  "cfg-if",
+ "core_detect",
+ "multiversion_no_op",
+ "rustversion",
+ "scopeguard",
+ "simdutf8",
 ]
 
 [[package]]
 name = "equivalent"
-version = "1.0.2"
+version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
+checksum = "00d174d5400e5e8fd687ad1049e2f578285fa914201b1af7e8b112a4546bd826"
 
 [[package]]
 name = "errno"
@@ -2624,22 +2409,21 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.61.1",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "ethnum"
-version = "1.5.2"
+version = "1.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ca81e6b4777c89fd810c25a4be2b1bd93ea034fbe58e6a75216a34c6b82c539b"
+checksum = "40404c3f5f511ec4da6fe866ddf6a717c309fdbb69fbbad7b0f3edab8f2e835f"
 
 [[package]]
 name = "event-listener"
-version = "5.4.1"
+version = "5.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13b66accf52311f30a0db42147dadea9850cb48cd070028831ae5f5d4b856ab"
+checksum = "5a23add41df1562121a9393cb065eab5146a1242410f23a644851e90cfd669d2"
 dependencies = [
- "concurrent-queue",
  "parking",
  "pin-project-lite",
 ]
@@ -2656,27 +2440,21 @@ dependencies = [
 
 [[package]]
 name = "fast-float2"
-version = "0.2.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8eb564c5c7423d25c886fb561d1e4ee69f72354d16918afa32c08811f6b6a55"
-
-[[package]]
-name = "fastdivide"
-version = "0.4.2"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9afc2bd4d5a73106dd53d10d73d3401c2f32730ba2c0b93ddb888a8983680471"
+checksum = "c6e8948ce679d00a02a94739ea185595dca7118ed04feb991127e443bd3d761f"
 
 [[package]]
 name = "fastrand"
-version = "2.3.0"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
+checksum = "da7c62ceae207dd37ea5b845da6a0696c799f85e97da1ab5b7910be3c1c80223"
 
 [[package]]
 name = "find-msvc-tools"
-version = "0.1.2"
+version = "0.1.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ced73b1dacfc750a6db6c0a0c3a3853c8b41997e2e2c563dc90804ae6867959"
+checksum = "1c66915cc5391097de7a2b0b972e8505aa33c0df401fd3a6811dbdb32881ba48"
 
 [[package]]
 name = "fixedbitset"
@@ -2686,23 +2464,23 @@ checksum = "1d674e81391d1e1ab681a28d99df07927c6d4aa5b027d7da16ba32d1d21ecd99"
 
 [[package]]
 name = "flatbuffers"
-version = "25.9.23"
+version = "25.12.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09b6620799e7340ebd9968d2e0708eb82cf1971e9a16821e2091b6d6e475eed5"
+checksum = "35f6839d7b3b98adde531effaf34f0c2badc6f4735d26fe74709d8e513a96ef3"
 dependencies = [
- "bitflags",
+ "bitflags 2.13.2",
  "rustc_version",
 ]
 
 [[package]]
 name = "flate2"
-version = "1.1.5"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfe33edd8e85a12a67454e37f8c75e730830d83e313556ab9ebf9ee7fbeb3bfb"
+checksum = "6e634e2e0ebac1ee034020da1ca582e17ffe4e0f5e985823721e168928136dcb"
 dependencies = [
  "crc32fast",
- "libz-rs-sys",
  "miniz_oxide",
+ "zlib-rs",
 ]
 
 [[package]]
@@ -2724,39 +2502,85 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
 
 [[package]]
-name = "foreign-types"
-version = "0.3.2"
+name = "foldhash"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77ce24cb58228fbb8aa041425bb1050850ac19177686ea6e0f41a70416f56fdb"
+
+[[package]]
+name = "form_urlencoded"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f6f339eb8adc052cd2ca78910fda869aefa38d22d5cb648e6485e4d3fc06f3b1"
+checksum = "cb4cb245038516f5f85277875cdaa4f7d2c9a0fa0468de06ed190163b1581fcf"
 dependencies = [
- "foreign-types-shared",
+ "percent-encoding",
 ]
 
 [[package]]
-name = "foreign-types-shared"
-version = "0.1.1"
+name = "foyer-common"
+version = "0.22.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
+checksum = "643b47d510032a01e5af70dca288b0c5ec531646c1a8392e793fb5b0c13bef30"
+dependencies = [
+ "anyhow",
+ "bytes",
+ "cfg-if",
+ "foyer-tokio",
+ "mixtrics",
+ "parking_lot",
+ "pin-project",
+ "twox-hash",
+]
 
 [[package]]
-name = "form_urlencoded"
-version = "1.2.2"
+name = "foyer-intrusive-collections"
+version = "0.10.0-dev"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb4cb245038516f5f85277875cdaa4f7d2c9a0fa0468de06ed190163b1581fcf"
+checksum = "6e4fee46bea69e0596130e3210e65d3424e0ac1e6df3bde6636304bdf1ca4a3b"
 dependencies = [
- "percent-encoding",
+ "memoffset",
 ]
 
 [[package]]
-name = "fs4"
-version = "0.8.4"
+name = "foyer-memory"
+version = "0.22.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7e180ac76c23b45e767bd7ae9579bc0bb458618c4bc71835926e098e61d15f8"
+checksum = "ae51f5089f3d9025ae77f17ea66d2489ac0f82fbb1d91462807bea174d486d82"
 dependencies = [
- "rustix 0.38.44",
- "windows-sys 0.52.0",
+ "anyhow",
+ "asyncband",
+ "bitflags 2.13.2",
+ "datasketches",
+ "equivalent",
+ "foyer-common",
+ "foyer-intrusive-collections",
+ "foyer-tokio",
+ "futures-util",
+ "hashbrown 0.17.1",
+ "itertools 0.15.0",
+ "mixtrics",
+ "parking_lot",
+ "paste",
+ "pin-project",
+ "serde",
+ "tracing",
 ]
 
+[[package]]
+name = "foyer-tokio"
+version = "0.22.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6741d1133dfaab64d3f8a9290bbfed3685084add28f8b6ee7a6264aa4dc26918"
+dependencies = [
+ "tokio",
+]
+
+[[package]]
+name = "frostem"
+version = "1.20260821.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e2488a10218a17366ce6bd38b6d081b4387a9548d350029db9feddc9bb44d6d"
+
 [[package]]
 name = "fs_extra"
 version = "1.3.0"
@@ -2765,12 +2589,12 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ffdff7a2d68d22afc0657eddde3e946371ce7cfe730a3f78a5ed44ea5b1cb2e"
+checksum = "de52c5e8a41983a44223740e4322122b5a9111909215ebdb4abd9b3b4cf04a67"
 dependencies = [
  "arrow-array",
- "rand 0.9.2",
+ "rand 0.9.5",
 ]
 
 [[package]]
@@ -2790,9 +2614,9 @@ checksum = "e6d5a32815ae3f33302d95fdcb2ce17862f8c65363dcfd29360480ba1001fc9c"
 
 [[package]]
 name = "futures"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876"
+checksum = "9a31d2a3fbaaeb2af2368bbdd904aa8e812d3c04a1ee10d3171f52d556e5d0a3"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -2805,9 +2629,9 @@ dependencies = [
 
 [[package]]
 name = "futures-channel"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10"
+checksum = "b1f9e3d69d39e4862ffed03ed071a76f9a13ba1d9109d355b0f0aa6b15e393c4"
 dependencies = [
  "futures-core",
  "futures-sink",
@@ -2815,15 +2639,15 @@ dependencies = [
 
 [[package]]
 name = "futures-core"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
+checksum = "92d699e522242e69e3003b94ecc1f960f3a5e015aa7c5d7486e65ad01dd94f5e"
 
 [[package]]
 name = "futures-executor"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f"
+checksum = "031b47cf1a3c6cc8bc2fc76cd437f521619387907d469316e7c0bc278f1f5432"
 dependencies = [
  "futures-core",
  "futures-task",
@@ -2832,38 +2656,38 @@ dependencies = [
 
 [[package]]
 name = "futures-io"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
+checksum = "53c0fa8157de1303bfffdaa1cc2a673bfffb60102f76b0ef4441659124373fed"
 
 [[package]]
 name = "futures-macro"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
+checksum = "9fb9654ba8355388abeb8dcb4fc62f511300867002afc858860463bdd9fe0c44"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
 name = "futures-sink"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e575fab7d1e0dcb8d0c7bcf9a63ee213816ab51902e6d244a95819acacf1d4f7"
+checksum = "1944426bf7d03f1d14f708785e4b33efd750b36d48a157b836b3efc15ede8e1d"
 
 [[package]]
 name = "futures-task"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
+checksum = "cd417de3d1d015fc3bfd2b1ea46dfc7bab72ef86f1cc7cc9c78e728b34a6d1fd"
 
 [[package]]
 name = "futures-util"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
+checksum = "0d50a92467f8ba5dd6e3ee5d4bd04d73ab2e4e1c44474a0674821dfce14b79bc"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -2873,22 +2697,28 @@ dependencies = [
  "futures-task",
  "memchr",
  "pin-project-lite",
- "pin-utils",
  "slab",
 ]
 
+[[package]]
+name = "gearhash"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "616e8f476a586f1b078d9eece21f7a071f27997e709e2b471f5697deea53bda9"
+
 [[package]]
 name = "generator"
-version = "0.8.7"
+version = "0.8.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "605183a538e3e2a9c1038635cc5c2d194e2ee8fd0d1b66b8349fad7dbacce5a2"
+checksum = "1be81b31c9ce4caf7f3178eeb90662bb1864d3ad363ec6bdada3201adff19c37"
 dependencies = [
  "cc",
  "cfg-if",
  "libc",
  "log",
  "rustversion",
- "windows",
+ "windows-link",
+ "windows-result",
 ]
 
 [[package]]
@@ -2930,22 +2760,23 @@ dependencies = [
 
 [[package]]
 name = "geo-types"
-version = "0.7.18"
+version = "0.7.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "24f8647af4005fa11da47cd56252c6ef030be8fa97bdbf355e7dfb6348f0a82c"
+checksum = "777d18aa0f12f8b285331cd867133ee14422b3f023f6d388034c47d43e28786a"
 dependencies = [
  "approx",
  "num-traits",
  "rayon",
  "rstar",
  "serde",
+ "thiserror 2.0.21",
 ]
 
 [[package]]
 name = "geoarrow-array"
-version = "0.6.2"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d1884b17253d8572e88833c282fcbb442365e4ae5f9052ced2831608253436c"
+checksum = "dafe7b7de3fab1a8b7099fd6a6434ca955fa65065f9c19f0f8a133693f3c2b0e"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -2959,9 +2790,9 @@ dependencies = [
 
 [[package]]
 name = "geoarrow-expr-geo"
-version = "0.6.2"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a67d3b543bc3ebeffdc204b67d69b8f9fcd33d76269ddd4a4618df99f053a934"
+checksum = "8e4a62ac19c86827c6ec81ea584594b3ee96db5a8119b9774d3466c6b373c434"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -2973,9 +2804,9 @@ dependencies = [
 
 [[package]]
 name = "geoarrow-schema"
-version = "0.6.2"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "02f1b18b1c9a44ecd72be02e53d6e63bbccfdc8d1765206226af227327e2be6e"
+checksum = "4d4a7edb2a1d87024a93805332a9c8184a0354836271d42c0d18cf628a5e3cd0"
 dependencies = [
  "arrow-schema",
  "geo-traits",
@@ -2986,12 +2817,13 @@ dependencies = [
 
 [[package]]
 name = "geodatafusion"
-version = "0.1.1"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "83d676b8d8b5f391ab4270ba31e9b599ee2c3d780405a38e272a0a7565ea189c"
+checksum = "fecbdd00d0fff2b04635c1b1e4129c217908f0c2d17539e0a2275308afce2552"
 dependencies = [
  "arrow-arith",
  "arrow-array",
+ "arrow-buffer",
  "arrow-schema",
  "datafusion",
  "geo",
@@ -3006,18 +2838,18 @@ dependencies = [
 
 [[package]]
 name = "geographiclib-rs"
-version = "0.2.5"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f611040a2bb37eaa29a78a128d1e92a378a03e0b6e66ae27398d42b1ba9a7841"
+checksum = "c5a7f08910fd98737a6eda7568e7c5e645093e073328eeef49758cfe8b0489c7"
 dependencies = [
  "libm",
 ]
 
 [[package]]
 name = "geohash"
-version = "0.13.1"
+version = "0.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fb94b1a65401d6cbf22958a9040aa364812c26674f841bee538b12c135db1e6"
+checksum = "7f58890382f70caccc5fa388981f7ac80c913795042afce9f3e065695d8f7464"
 dependencies = [
  "geo-types",
  "libm",
@@ -3025,9 +2857,9 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
+checksum = "ff2abc00be7fca6ebc474524697ae276ad847ad0a6b3faa4bcb027e9a4614ad0"
 dependencies = [
  "cfg-if",
  "js-sys",
@@ -3038,23 +2870,55 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.3.3"
+version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26145e563e54f2cadc477553f1ec5ee650b00862f0a58bcd12cbdc5f0ea2d2f4"
+checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
 dependencies = [
  "cfg-if",
- "js-sys",
  "libc",
- "r-efi",
- "wasi 0.14.7+wasi-0.2.4",
+ "r-efi 5.3.0",
+ "wasip2",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "300e883d756b2e4ec94e02791f39b04b522276138852cfc41d9fb7e904106099"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "libc",
+ "r-efi 6.0.0",
+ "rand_core 0.10.1",
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "git-version"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ad568aa3db0fcbc81f2f116137f263d7304f512a1209b35b85150d3ef88ad19"
+dependencies = [
+ "git-version-macro",
+]
+
+[[package]]
+name = "git-version-macro"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53010ccb100b96a67bc32c0175f0ed1426b31b655d562898e57325f81c023ac0"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.119",
+]
+
 [[package]]
 name = "glob"
-version = "0.3.3"
+version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
+checksum = "e4eba85ea1d0a966a983acd07deee566e67395d2d96b6fb39e62b5a833f1eb0b"
 
 [[package]]
 name = "gloo-timers"
@@ -3069,37 +2933,50 @@ dependencies = [
 ]
 
 [[package]]
-name = "h2"
-version = "0.3.27"
+name = "goosefs-sdk"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0beca50380b1fc32983fc1cb4587bfa4bb9e78fc259aad4a0032d2080309222d"
+checksum = "1e471f7bce40936cf2023855c7350e31e11b3f703eb7cb2ce73c9ffc451f87d2"
 dependencies = [
+ "arc-swap",
+ "async-trait",
  "bytes",
- "fnv",
- "futures-core",
- "futures-sink",
- "futures-util",
- "http 0.2.12",
- "indexmap",
- "slab",
+ "dashmap",
+ "fastrand",
+ "foyer-common",
+ "foyer-memory",
+ "futures",
+ "hostname",
+ "io-uring",
+ "itoa",
+ "libc",
+ "lru",
+ "prost",
+ "rand 0.9.5",
+ "serde",
+ "thiserror 2.0.21",
  "tokio",
- "tokio-util",
+ "tokio-stream",
+ "tonic",
+ "tonic-prost",
  "tracing",
+ "uuid",
+ "xxhash-rust",
 ]
 
 [[package]]
 name = "h2"
-version = "0.4.12"
+version = "0.4.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3c0b69cfcb4e1b9f1bf2f53f95f766e4661169728ec61cd3fe5a0166f2d1386"
+checksum = "7d29020232d6aa3fb1daca64c1127cf662cf97f254ae16c18c05b8ab635fc118"
 dependencies = [
  "atomic-waker",
  "bytes",
  "fnv",
  "futures-core",
  "futures-sink",
- "http 1.3.1",
- "indexmap",
+ "http",
+ "indexmap 2.14.2",
  "slab",
  "tokio",
  "tokio-util",
@@ -3108,13 +2985,15 @@ dependencies = [
 
 [[package]]
 name = "half"
-version = "2.6.0"
+version = "2.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "459196ed295495a68f7d7fe1d84f6c4b7ff0e21fe3017b2f283c6fac3ad803c9"
+checksum = "6ea2d84b969582b4b1864a92dc5d27cd2b77b622a8d79306834f1be5ba20d84b"
 dependencies = [
+ "bytemuck",
  "cfg-if",
  "crunchy",
  "num-traits",
+ "zerocopy",
 ]
 
 [[package]]
@@ -3126,32 +3005,54 @@ dependencies = [
  "byteorder",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
+
 [[package]]
 name = "hashbrown"
 version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
-dependencies = [
- "ahash",
- "allocator-api2",
-]
 
 [[package]]
 name = "hashbrown"
 version = "0.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
+dependencies = [
+ "foldhash 0.1.5",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.16.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
 dependencies = [
  "allocator-api2",
  "equivalent",
- "foldhash",
+ "foldhash 0.2.0",
 ]
 
 [[package]]
 name = "hashbrown"
-version = "0.16.0"
+version = "0.17.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed5909b6e89a2db4456e54cd5f673791d7eca6732202bbf2a9cc504fe2f9b84a"
+dependencies = [
+ "allocator-api2",
+ "equivalent",
+ "foldhash 0.2.0",
+]
+
+[[package]]
+name = "heapify"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
+checksum = "0049b265b7f201ca9ab25475b22b47fe444060126a51abe00f77d986fc5cc52e"
 
 [[package]]
 name = "heapless"
@@ -3171,9 +3072,9 @@ checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
 [[package]]
 name = "hermit-abi"
-version = "0.5.2"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
+checksum = "e17592d60ebacc7d5e169f4663c5f84f9161cc90328abcfe8456f41e4dfcb284"
 
 [[package]]
 name = "hex"
@@ -3182,82 +3083,89 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
-name = "hmac"
-version = "0.12.1"
+name = "hf-xet"
+version = "1.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c49c37c09c17a53d937dfbb742eb3a961d65a994e6bcdcf37e7399d0cc8ab5e"
+checksum = "f24754aef4f6c3d57bc4a0dc2648ca74487050eda01c361b3eefa11feeafd662"
 dependencies = [
- "digest",
+ "anyhow",
+ "async-trait",
+ "bytes",
+ "http",
+ "more-asserts",
+ "serde",
+ "serde_json",
+ "thiserror 2.0.21",
+ "tokio",
+ "tokio-util",
+ "tokio_with_wasm",
+ "tracing",
+ "uuid",
+ "xet-client",
+ "xet-core-structures",
+ "xet-data",
+ "xet-runtime",
 ]
 
 [[package]]
-name = "home"
-version = "0.5.11"
+name = "hmac"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "589533453244b0995c858700322199b2becb13b627df2851f64a2775d024abcf"
+checksum = "6c49c37c09c17a53d937dfbb742eb3a961d65a994e6bcdcf37e7399d0cc8ab5e"
 dependencies = [
- "windows-sys 0.59.0",
+ "digest 0.10.7",
 ]
 
 [[package]]
-name = "htmlescape"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e9025058dae765dee5070ec375f591e2ba14638c63feff74f13805a72e523163"
-
-[[package]]
-name = "http"
-version = "0.2.12"
+name = "hmac"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "601cbb57e577e2f5ef5be8e7b83f0f63994f25aa94d673e54a92d5c516d101f1"
+checksum = "6303bc9732ae41b04cb554b844a762b4115a61bfaa81e3e83050991eeb56863f"
 dependencies = [
- "bytes",
- "fnv",
- "itoa",
+ "digest 0.11.3",
 ]
 
 [[package]]
-name = "http"
-version = "1.3.1"
+name = "hostname"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4a85d31aea989eead29a3aaf9e1115a180df8282431156e533de47660892565"
+checksum = "617aaa3557aef3810a6369d0a99fac8a080891b68bd9f9812a1eeda0c0730cbd"
 dependencies = [
- "bytes",
- "fnv",
- "itoa",
+ "cfg-if",
+ "libc",
+ "windows-link",
 ]
 
 [[package]]
-name = "http-body"
-version = "0.4.6"
+name = "http"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ceab25649e9960c0311ea418d17bee82c0dcec1bd053b5f9a66e265a693bed2"
+checksum = "918d3568bebf352712bc2ef3d46a8bcf1a75b373be6539de198e9105cbbf9ce0"
 dependencies = [
  "bytes",
- "http 0.2.12",
- "pin-project-lite",
+ "itoa",
 ]
 
 [[package]]
 name = "http-body"
-version = "1.0.1"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184"
+checksum = "ca2a8f2913ee65f60facd6a5905613afaa448497a0230cc41ce022d93290bc2c"
 dependencies = [
  "bytes",
- "http 1.3.1",
+ "http",
 ]
 
 [[package]]
 name = "http-body-util"
-version = "0.1.3"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b021d93e26becf5dc7e1b75b1bed1fd93124b374ceb73f43d4d4eafec896a64a"
+checksum = "23169fe34a5fbcdd3f3862e78fb9b6fccd5f02a6dc6f732547005d45631ce71c"
 dependencies = [
  "bytes",
  "futures-core",
- "http 1.3.1",
- "http-body 1.0.1",
+ "http",
+ "http-body",
  "pin-project-lite",
 ]
 
@@ -3267,60 +3175,37 @@ version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
-[[package]]
-name = "httpdate"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
-
 [[package]]
 name = "humantime"
-version = "2.3.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "135b12329e5e3ce057a9f972339ea52bc954fe1e9358ef27f95e89716fbc5424"
+checksum = "15cdd26707701c53297e2fa6afb323d55fbc1d0810c3aec078ae3ef0424c3c15"
 
 [[package]]
-name = "hyper"
-version = "0.14.32"
+name = "hybrid-array"
+version = "0.4.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41dfc780fdec9373c01bae43289ea34c972e40ee3c9f6b3c8801a35f35586ce7"
+checksum = "27f864f10dfb56725ce5ce5472bc52252c8f93a4ab86327122cebf62c5f59a17"
 dependencies = [
- "bytes",
- "futures-channel",
- "futures-core",
- "futures-util",
- "h2 0.3.27",
- "http 0.2.12",
- "http-body 0.4.6",
- "httparse",
- "httpdate",
- "itoa",
- "pin-project-lite",
- "socket2 0.5.10",
- "tokio",
- "tower-service",
- "tracing",
- "want",
+ "typenum",
 ]
 
 [[package]]
 name = "hyper"
-version = "1.7.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb3aa54a13a0dfe7fbe3a59e0c76093041720fdc77b110cc0fc260fafb4dc51e"
+checksum = "2c3e324da4c95177d6291d4c8730197c0d1822f8a9766814a4a44fa5ab797c9c"
 dependencies = [
  "atomic-waker",
  "bytes",
  "futures-channel",
  "futures-core",
- "h2 0.4.12",
- "http 1.3.1",
- "http-body 1.0.1",
+ "h2",
+ "http",
+ "http-body",
  "httparse",
- "httpdate",
  "itoa",
  "pin-project-lite",
- "pin-utils",
  "smallvec",
  "tokio",
  "want",
@@ -3328,73 +3213,52 @@ dependencies = [
 
 [[package]]
 name = "hyper-rustls"
-version = "0.24.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec3efd23720e2049821a693cbc7e65ea87c72f1c58ff2f9522ff332b1491e590"
-dependencies = [
- "futures-util",
- "http 0.2.12",
- "hyper 0.14.32",
- "log",
- "rustls 0.21.12",
- "rustls-native-certs 0.6.3",
- "tokio",
- "tokio-rustls 0.24.1",
-]
-
-[[package]]
-name = "hyper-rustls"
-version = "0.27.7"
+version = "0.27.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3c93eb611681b207e1fe55d5a71ecf91572ec8a6705cdb6857f7d8d5242cf58"
+checksum = "dfa8e654703247911e29c23fbeaa261834bd9bb74efba2f9acddc37bfb127f53"
 dependencies = [
- "http 1.3.1",
- "hyper 1.7.0",
+ "http",
+ "hyper",
  "hyper-util",
- "rustls 0.23.32",
- "rustls-native-certs 0.8.1",
- "rustls-pki-types",
+ "rustls",
+ "rustls-native-certs",
  "tokio",
- "tokio-rustls 0.26.4",
+ "tokio-rustls",
  "tower-service",
- "webpki-roots",
 ]
 
 [[package]]
-name = "hyper-tls"
-version = "0.6.0"
+name = "hyper-timeout"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70206fc6890eaca9fde8a0bf71caa2ddfc9fe045ac9e5c70df101a7dbde866e0"
+checksum = "2b90d566bffbce6a75bd8b09a05aa8c2cb1fabb6cb348f8840c9e4c90a0d83b0"
 dependencies = [
- "bytes",
- "http-body-util",
- "hyper 1.7.0",
+ "hyper",
  "hyper-util",
- "native-tls",
+ "pin-project-lite",
  "tokio",
- "tokio-native-tls",
  "tower-service",
 ]
 
 [[package]]
 name = "hyper-util"
-version = "0.1.17"
+version = "0.1.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c6995591a8f1380fcb4ba966a252a4b29188d51d2b89e3a252f5305be65aea8"
+checksum = "ddc03d96684f9226b8a787cdb71488417b53ab5ea8fdb1dac946cb9431cc8bff"
 dependencies = [
- "base64 0.22.1",
+ "base64 0.23.1",
  "bytes",
  "futures-channel",
- "futures-core",
  "futures-util",
- "http 1.3.1",
- "http-body 1.0.1",
- "hyper 1.7.0",
+ "http",
+ "http-body",
+ "httparse",
+ "hyper",
  "ipnet",
  "libc",
  "percent-encoding",
  "pin-project-lite",
- "socket2 0.6.0",
+ "socket2",
  "system-configuration",
  "tokio",
  "tower-service",
@@ -3428,9 +3292,9 @@ checksum = "9190f86706ca38ac8add223b2aed8b1330002b5cdbbce28fb58b10914d38fc27"
 
 [[package]]
 name = "i_overlay"
-version = "4.0.6"
+version = "4.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fcccbd4e4274e0f80697f5fbc6540fdac533cce02f2081b328e68629cce24f9"
+checksum = "413183068e6e0289e18d7d0a1f661b81546e6918d5453a44570b9ab30cbed1b3"
 dependencies = [
  "i_float",
  "i_key_sort",
@@ -3456,9 +3320,9 @@ checksum = "35e6d558e6d4c7b82bc51d9c771e7a927862a161a7d87bf2b0541450e0e20915"
 
 [[package]]
 name = "iana-time-zone"
-version = "0.1.64"
+version = "0.1.65"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33e57f83510bb73707521ebaffa789ec8caf86f9657cad665b092b581d40e9fb"
+checksum = "e31bc9ad994ba00e440a8aa5c9ef0ec67d5cb5e5cb0cc7f8b744a35b389cc470"
 dependencies = [
  "android_system_properties",
  "core-foundation-sys",
@@ -3466,7 +3330,7 @@ dependencies = [
  "js-sys",
  "log",
  "wasm-bindgen",
- "windows-core 0.62.1",
+ "windows-core",
 ]
 
 [[package]]
@@ -3480,12 +3344,13 @@ dependencies = [
 
 [[package]]
 name = "icu_collections"
-version = "2.0.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "200072f5d0e3614556f94a9930d5dc3e0662a652823904c3a75dc3b0af7fee47"
+checksum = "fe090a42a0d3140fed8c63263ed1fecc02422cb2f4bfe55cd8de2de1b8e105dd"
 dependencies = [
  "displaydoc",
  "potential_utf",
+ "utf8_iter",
  "yoke",
  "zerofrom",
  "zerovec",
@@ -3493,24 +3358,44 @@ dependencies = [
 
 [[package]]
 name = "icu_locale_core"
-version = "2.0.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cde2700ccaed3872079a65fb1a78f6c0a36c91570f28755dda67bc8f7d9f00a"
+checksum = "25d29b57c17c6528d0dc4c2141cfa2d08200465acb537a3909c8b9b8a4a984c0"
 dependencies = [
  "displaydoc",
  "litemap",
+ "serde",
  "tinystr",
  "writeable",
  "zerovec",
 ]
 
+[[package]]
+name = "icu_locale_fallback"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "406e9ae5b95d8aa37db6293405931b766a6172d1848daee22d70eb44aa78a43c"
+dependencies = [
+ "icu_locale_core",
+ "icu_locale_fallback_data",
+ "icu_provider",
+ "potential_utf",
+ "tinystr",
+ "zerovec",
+]
+
+[[package]]
+name = "icu_locale_fallback_data"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3632ebbd0c5c3637ba1a40bdf8288f2cb9d2268e73441a69d5fc73d7cfbaa87c"
+
 [[package]]
 name = "icu_normalizer"
-version = "2.0.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "436880e8e18df4d7bbc06d58432329d6458cc84531f7ac5f024e93deadb37979"
+checksum = "404a3b8c486f205c87fe7f23ab6894d84a4ad76d6e4671ae1981ba7def87c599"
 dependencies = [
- "displaydoc",
  "icu_collections",
  "icu_normalizer_data",
  "icu_properties",
@@ -3521,42 +3406,41 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer_data"
-version = "2.0.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00210d6893afc98edb752b664b8890f0ef174c8adbb8d0be9710fa66fbbf72d3"
+checksum = "20f0088bfb7441f7a37fa0c9e20cb1e9cba1cac6b9ce8cd2a6dc44294f8e8cbc"
 
 [[package]]
 name = "icu_properties"
-version = "2.0.1"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "016c619c1eeb94efb86809b015c58f479963de65bdb6253345c1a1276f22e32b"
+checksum = "2ea83d991c56158f7cf898bf86436c1dfe7c07ee82fe88951f2695c9f37a379f"
 dependencies = [
  "displaydoc",
  "icu_collections",
  "icu_locale_core",
  "icu_properties_data",
  "icu_provider",
- "potential_utf",
  "zerotrie",
  "zerovec",
 ]
 
 [[package]]
 name = "icu_properties_data"
-version = "2.0.1"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "298459143998310acd25ffe6810ed544932242d3f07083eee1084d83a71bd632"
+checksum = "b98f29af82d02b163fe50161388350e743bb3107cc8e8c2f7314cb505faddfcf"
 
 [[package]]
 name = "icu_provider"
-version = "2.0.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03c80da27b5f4187909049ee2d72f276f0d9f99a42c306bd0131ecfe04d8e5af"
+checksum = "413099315636c588ee8f011190b329b971a09a8fae9d157e01dcae8379468514"
 dependencies = [
  "displaydoc",
  "icu_locale_core",
+ "serde",
  "stable_deref_trait",
- "tinystr",
  "writeable",
  "yoke",
  "zerofrom",
@@ -3564,6 +3448,29 @@ dependencies = [
  "zerovec",
 ]
 
+[[package]]
+name = "icu_segmenter"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "61b195dc605f81aa181bec9b3bd14e26cc71b903e4644f6af578ca9772c7a710"
+dependencies = [
+ "icu_collections",
+ "icu_locale_fallback",
+ "icu_provider",
+ "icu_segmenter_data",
+ "potential_utf",
+ "smallvec",
+ "utf8_iter",
+ "zerotrie",
+ "zerovec",
+]
+
+[[package]]
+name = "icu_segmenter_data"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "913a7d294ad056474749152107309fdee3ec17d2482d1ab70fdc61a81c64b9a3"
+
 [[package]]
 name = "ident_case"
 version = "1.0.1"
@@ -3583,9 +3490,9 @@ dependencies = [
 
 [[package]]
 name = "idna_adapter"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3acae9609540aa318d1bc588455225fb2085b9ed0c4f6bd0d9d5bcd86f1a0344"
+checksum = "cb68373c0d6620ef8105e855e7745e18b0d00d3bdb07fb532e434244cdb9a714"
 dependencies = [
  "icu_normalizer",
  "icu_properties",
@@ -3593,12 +3500,25 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.11.4"
+version = "1.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99"
+dependencies = [
+ "autocfg",
+ "hashbrown 0.12.3",
+ "serde",
+]
+
+[[package]]
+name = "indexmap"
+version = "2.14.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b0f83760fb341a774ed326568e19f5a863af4a952def8c39f9ab92fd95b88e5"
+checksum = "cc4e190f5d26ca7051642629da2c52fc03bde85a03197c99408dcd291734c855"
 dependencies = [
  "equivalent",
- "hashbrown 0.16.0",
+ "hashbrown 0.17.1",
+ "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -3618,30 +3538,31 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8bb03732005da905c88227371639bf1ad885cc712789c011c31c5fb3ab3ccf02"
 
 [[package]]
-name = "ipnet"
-version = "2.11.0"
+name = "io-uring"
+version = "0.7.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
+checksum = "ed3bd0ecfbb87805f538bb7b32e5239ca0763890c623e349860ecba69469f2bb"
+dependencies = [
+ "bitflags 2.13.2",
+ "cfg-if",
+ "libc",
+]
 
 [[package]]
-name = "iri-string"
-version = "0.7.8"
+name = "ipnet"
+version = "2.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbc5ebe9c3a1a7a5127f920a418f7585e9e758e911d0466ed004f393b0e380b2"
-dependencies = [
- "memchr",
- "serde",
-]
+checksum = "791930b43c0d5973160d90a8f3894509f2b273430f5c5c73b668636d0287c5c0"
 
 [[package]]
 name = "is-terminal"
-version = "0.4.16"
+version = "0.4.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e04d7f318608d35d4b61ddd75cbdaee86b023ebe2bd5a66ee0915f0bf93095a9"
+checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
 dependencies = [
  "hermit-abi",
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3664,59 +3585,74 @@ dependencies = [
 
 [[package]]
 name = "itertools"
-version = "0.13.0"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itertools"
-version = "0.14.0"
+version = "0.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
+checksum = "8b4baf93f58d4425749ca49a51c50ebab072c5df6994d08fed93541c331481dc"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itoa"
-version = "1.0.15"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
+checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
 name = "jiff"
-version = "0.2.15"
+version = "0.2.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be1f93b8b1eb69c77f24bbb0afdf66f54b632ee39af40ca21c4365a1d7347e49"
+checksum = "b2b005715dcbeb0089a3c0dab99f2ff1cc3b2525323552703d648585d342a383"
 dependencies = [
+ "defmt",
+ "jiff-core",
  "jiff-static",
  "jiff-tzdb-platform",
+ "js-sys",
  "log",
  "portable-atomic",
  "portable-atomic-util",
- "serde",
- "windows-sys 0.59.0",
+ "serde_core",
+ "wasm-bindgen",
+ "windows-link",
+]
+
+[[package]]
+name = "jiff-core"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e52fe76043ccecc9005d2305ebaadf7d7fc0cc89ca6baa10a94d6bc68c7128c"
+dependencies = [
+ "defmt",
+ "log",
 ]
 
 [[package]]
 name = "jiff-static"
-version = "0.2.15"
+version = "0.2.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03343451ff899767262ec32146f6d559dd759fdadf42ff0e227c7c48f72594b4"
+checksum = "2cc9817253cf7c7ee4684451bd327e88d6f3658014e54a29198625590650695c"
 dependencies = [
+ "jiff-core",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "jiff-tzdb"
-version = "0.1.4"
+version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1283705eb0a21404d2bfd6eef2a7593d240bc42a0bdb39db0ad6fa2ec026524"
+checksum = "fa8377070c6bae868759445e5a77f66d84f0b72f3a054bfb00e6d038b8282da7"
 
 [[package]]
 name = "jiff-tzdb-platform"
@@ -3728,30 +3664,80 @@ dependencies = [
 ]
 
 [[package]]
-name = "jobserver"
-version = "0.1.34"
+name = "jni"
+version = "0.22.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
+checksum = "5efd9a482cf3a427f00d6b35f14332adc7902ce91efb778580e180ff90fa3498"
 dependencies = [
- "getrandom 0.3.3",
- "libc",
+ "cfg-if",
+ "combine",
+ "jni-macros",
+ "jni-sys",
+ "log",
+ "simd_cesu8",
+ "thiserror 2.0.21",
+ "walkdir",
+ "windows-link",
 ]
 
 [[package]]
-name = "js-sys"
-version = "0.3.81"
+name = "jni-macros"
+version = "0.22.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec48937a97411dcb524a265206ccd4c90bb711fca92b2792c407f268825b9305"
+checksum = "a00109accc170f0bdb141fed3e393c565b6f5e072365c3bd58f5b062591560a3"
 dependencies = [
- "once_cell",
- "wasm-bindgen",
+ "proc-macro2",
+ "quote",
+ "rustc_version",
+ "simd_cesu8",
+ "syn 2.0.119",
 ]
 
 [[package]]
-name = "jsonb"
-version = "0.5.4"
+name = "jni-sys"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c6377a88cb3910bee9b0fa88d4f42e1d2da8e79915598f65fb0c7ee14c878af2"
+dependencies = [
+ "jni-sys-macros",
+]
+
+[[package]]
+name = "jni-sys-macros"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264"
+dependencies = [
+ "quote",
+ "syn 2.0.119",
+]
+
+[[package]]
+name = "jobserver"
+version = "0.1.35"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1c00acbd29eabad4a2392fa0e921c874934dbbf4194312ad20f04a0ed67a3cb3"
+dependencies = [
+ "getrandom 0.4.3",
+ "libc",
+]
+
+[[package]]
+name = "js-sys"
+version = "0.3.106"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7883d941dae510fb2d978fc3fe018c71c9e2892fd38854de3e8b92c2e5ad9cc5"
+dependencies = [
+ "cfg-if",
+ "futures-util",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "jsonb"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a452366d21e8d3cbca680c41388e01d6a88739afef7877961946a6da409f9ccd"
+checksum = "eb98fb29636087c40ad0d1274d9a30c0c1e83e03ae93f6e7e89247b37fcc6953"
 dependencies = [
  "byteorder",
  "ethnum",
@@ -3760,38 +3746,42 @@ dependencies = [
  "jiff",
  "nom 8.0.0",
  "num-traits",
- "ordered-float 5.0.0",
- "rand 0.9.2",
- "ryu",
+ "ordered-float 5.5.0",
+ "rand 0.9.5",
  "serde",
  "serde_json",
+ "zmij",
 ]
 
 [[package]]
-name = "jsonwebtoken"
-version = "9.3.1"
+name = "konst"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a87cc7a48537badeae96744432de36f4be2b4a34a05a5ef32e9dd8a1c169dde"
+checksum = "f660d5f887e3562f9ab6f4a14988795b694099d66b4f5dedc02d197ba9becb1d"
 dependencies = [
- "base64 0.22.1",
- "js-sys",
- "pem",
- "ring",
- "serde",
- "serde_json",
- "simple_asn1",
+ "const_panic",
+ "konst_proc_macros",
+ "typewit",
 ]
 
+[[package]]
+name = "konst_proc_macros"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e037a2e1d8d5fdbd49b16a4ea09d5d6401c1f29eca5ff29d03d3824dba16256a"
+
 [[package]]
 name = "lance"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8c439decbc304e180748e34bb6d3df729069a222e83e74e2185c38f107136e9"
+checksum = "0e8dc0a0759fa0fcdbb970eec48ade5d02dbbd255147ff1f7b06d402d2f86b97"
 dependencies = [
+ "arc-swap",
  "arrow",
  "arrow-arith",
  "arrow-array",
  "arrow-buffer",
+ "arrow-cast",
  "arrow-ipc",
  "arrow-ord",
  "arrow-row",
@@ -3800,49 +3790,55 @@ dependencies = [
  "async-recursion",
  "async-trait",
  "async_cell",
- "aws-credential-types",
+ "blake3",
  "byteorder",
  "bytes",
  "chrono",
+ "crossbeam-queue",
+ "crossbeam-skiplist",
  "dashmap",
  "datafusion",
  "datafusion-expr",
  "datafusion-functions",
  "datafusion-physical-expr",
  "datafusion-physical-plan",
- "deepsize",
  "either",
+ "fst",
  "futures",
- "half",
  "humantime",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "lance-arrow",
+ "lance-bitpacking",
  "lance-core",
  "lance-datafusion",
  "lance-encoding",
  "lance-file",
- "lance-geo",
  "lance-index",
  "lance-io",
  "lance-linalg",
  "lance-namespace",
+ "lance-select",
  "lance-table",
+ "lance-tokenizer",
  "log",
  "moka",
- "object_store",
+ "object_store 0.14.2",
  "permutation",
  "pin-project",
  "prost",
+ "prost-build",
  "prost-types",
- "rand 0.9.2",
- "roaring 0.10.12",
+ "rand 0.9.5",
+ "rayon",
+ "roaring",
+ "rustc-hash",
  "semver",
  "serde",
  "serde_json",
- "snafu",
- "tantivy",
+ "snafu 0.9.2",
  "tokio",
  "tokio-stream",
+ "tokio-util",
  "tracing",
  "url",
  "uuid",
@@ -3850,82 +3846,115 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4ee5508b225456d3d56998eaeef0d8fbce5ea93856df47b12a94d2e74153210"
+checksum = "bab6e64549f9ad9a6380a35b56d7dca612555a6272c07b3abca84e59ded6f463"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
- "arrow-cast",
  "arrow-data",
+ "arrow-ipc",
+ "arrow-ord",
  "arrow-schema",
  "arrow-select",
+ "bytemuck",
  "bytes",
- "getrandom 0.2.16",
+ "futures",
+ "getrandom 0.2.17",
  "half",
  "jsonb",
  "num-traits",
- "rand 0.9.2",
+ "rand 0.9.5",
+]
+
+[[package]]
+name = "lance-arrow-scalar"
+version = "58.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "771f68b04b47f3addf781116f65061808de94b05e1e9411c23c18f32d14ebe79"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-row",
+ "arrow-schema",
+ "half",
+]
+
+[[package]]
+name = "lance-arrow-stats"
+version = "58.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dd47ec33c90bf29f688fd02118e37d3a5ad5c339caa3163f89e417dc0867001f"
+dependencies = [
+ "arrow-array",
+ "arrow-schema",
+ "half",
+ "lance-arrow-scalar",
 ]
 
 [[package]]
 name = "lance-bitpacking"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d1c065fb3bd4a8cc4f78428443e990d4921aa08f707b676753db740e0b402a21"
+checksum = "38984429670b348e62eda38315a6d01a930c5c5e8b85bbfd8b998e7d1fe6a257"
 dependencies = [
  "arrayref",
+ "crunchy",
  "paste",
  "seq-macro",
 ]
 
 [[package]]
 name = "lance-core"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8856abad92e624b75cd57a04703f6441948a239463bdf973f2ac1924b0bcdbe"
+checksum = "d3e377ee5bc5118efe5c321ecff0a07ac8f56db6bed16e31304e7d876ddcd96c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
+ "arrow-data",
  "arrow-schema",
  "async-trait",
- "byteorder",
+ "blake3",
  "bytes",
- "chrono",
  "datafusion-common",
  "datafusion-sql",
- "deepsize",
  "futures",
  "lance-arrow",
+ "lance-derive",
  "libc",
+ "libm",
  "log",
- "mock_instant",
  "moka",
  "num_cpus",
- "object_store",
+ "object_store 0.14.2",
  "pin-project",
  "prost",
- "rand 0.9.2",
- "roaring 0.10.12",
+ "quick_cache",
+ "rand 0.9.5",
+ "roaring",
  "serde_json",
- "snafu",
+ "snafu 0.9.2",
  "tempfile",
  "tokio",
- "tokio-stream",
  "tokio-util",
  "tracing",
+ "twox-hash",
  "url",
 ]
 
 [[package]]
 name = "lance-datafusion"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c8835308044cef5467d7751be87fcbefc2db01c22370726a8704bd62991693f"
+checksum = "7be43992965983ed8238a969b36239093102fdfe6c3dfcaa0007eeb17195ca34"
 dependencies = [
  "arrow",
  "arrow-array",
  "arrow-buffer",
+ "arrow-cast",
  "arrow-ord",
  "arrow-schema",
  "arrow-select",
@@ -3936,43 +3965,35 @@ dependencies = [
  "datafusion-functions",
  "datafusion-physical-expr",
  "futures",
+ "half",
  "jsonb",
  "lance-arrow",
  "lance-core",
- "lance-datagen",
  "lance-geo",
  "log",
  "pin-project",
  "prost",
- "snafu",
+ "prost-build",
  "tokio",
  "tracing",
 ]
 
 [[package]]
-name = "lance-datagen"
-version = "1.0.1"
+name = "lance-derive"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "612de1e888bb36f6bf51196a6eb9574587fdf256b1759a4c50e643e00d5f96d0"
+checksum = "e847c0e4bf23d21967fe79473d8001309c7351895afb347e1a997d5fadca59fd"
 dependencies = [
- "arrow",
- "arrow-array",
- "arrow-cast",
- "arrow-schema",
- "chrono",
- "futures",
- "half",
- "hex",
- "rand 0.9.2",
- "rand_xoshiro",
- "random_word",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "lance-encoding"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b456b29b135d3c7192602e516ccade38b5483986e121895fa43cf1fdb38bf60"
+checksum = "3c04a91e545b505b5e6ec98854c7eadc56689cbc072f138dd26805ef0095e81a"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -3988,7 +4009,7 @@ dependencies = [
  "futures",
  "hex",
  "hyperloglogplus",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "lance-arrow",
  "lance-bitpacking",
  "lance-core",
@@ -3997,10 +4018,6 @@ dependencies = [
  "num-traits",
  "prost",
  "prost-build",
- "prost-types",
- "rand 0.9.2",
- "snafu",
- "strum 0.26.3",
  "tokio",
  "tracing",
  "xxhash-rust",
@@ -4009,13 +4026,14 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab1538d14d5bb3735b4222b3f5aff83cfa59cc6ef7cdd3dd9139e4c77193c80b"
+checksum = "f0393605ef4f2bdd9894950de6c68fd2ca99a1de76d743e52e001177ccd9994f"
 dependencies = [
  "arrow-arith",
  "arrow-array",
  "arrow-buffer",
+ "arrow-cast",
  "arrow-data",
  "arrow-schema",
  "arrow-select",
@@ -4024,7 +4042,6 @@ dependencies = [
  "byteorder",
  "bytes",
  "datafusion-common",
- "deepsize",
  "futures",
  "lance-arrow",
  "lance-core",
@@ -4032,32 +4049,36 @@ dependencies = [
  "lance-io",
  "log",
  "num-traits",
- "object_store",
+ "object_store 0.14.2",
  "prost",
  "prost-build",
  "prost-types",
- "snafu",
+ "serde",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-geo"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5a69a2f3b55703d9c240ad7c5ffa2c755db69e9cf8aa05efe274a212910472d"
+checksum = "d18de60ec696890176fd63f696b8c453d0ee3ff820f63fc21f8fc018bd283492"
 dependencies = [
  "datafusion",
+ "geo-traits",
  "geo-types",
  "geoarrow-array",
  "geoarrow-schema",
  "geodatafusion",
+ "lance-core",
+ "serde",
 ]
 
 [[package]]
 name = "lance-graph"
-version = "0.5.4"
+version = "0.1.0"
 dependencies = [
+ "ahash",
  "arrow",
  "arrow-array",
  "arrow-schema",
@@ -4067,20 +4088,19 @@ dependencies = [
  "datafusion-expr",
  "datafusion-functions-aggregate",
  "datafusion-sql",
- "deltalake",
  "futures",
  "lance",
  "lance-arrow",
  "lance-graph-catalog",
  "lance-linalg",
  "lance-namespace",
+ "lance-table",
  "nom 7.1.3",
  "serde",
  "serde_json",
- "snafu",
+ "snafu 0.8.9",
  "tempfile",
  "tokio",
- "url",
 ]
 
 [[package]]
@@ -4099,36 +4119,35 @@ dependencies = [
 
 [[package]]
 name = "lance-graph-catalog"
-version = "0.5.4"
+version = "0.1.0"
 dependencies = [
  "arrow-schema",
  "async-trait",
  "datafusion",
  "lance-namespace",
- "reqwest",
  "serde",
  "serde_json",
- "snafu",
+ "snafu 0.8.9",
  "tokio",
- "wiremock",
 ]
 
 [[package]]
 name = "lance-index"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ea84613df6fa6b9168a1f056ba4f9cb73b90a1b452814c6fd4b3529bcdbfc78"
+checksum = "21b5e0ccd1b4bffdccbb3b5c989e62eb545587d84b0785da50eda5a4d87d0a5d"
 dependencies = [
+ "arc-swap",
  "arrow",
  "arrow-arith",
  "arrow-array",
+ "arrow-ipc",
  "arrow-ord",
  "arrow-schema",
  "arrow-select",
  "async-channel",
  "async-recursion",
  "async-trait",
- "bitpacking",
  "bitvec",
  "bytes",
  "crossbeam-queue",
@@ -4136,138 +4155,189 @@ dependencies = [
  "datafusion-common",
  "datafusion-expr",
  "datafusion-physical-expr",
- "datafusion-sql",
- "deepsize",
  "dirs",
  "fst",
  "futures",
+ "geo-types",
+ "geoarrow-array",
+ "geoarrow-schema",
  "half",
- "itertools 0.13.0",
+ "hashbrown 0.16.1",
+ "hex",
+ "itertools 0.14.0",
  "jsonb",
  "lance-arrow",
+ "lance-arrow-stats",
+ "lance-bitpacking",
  "lance-core",
  "lance-datafusion",
- "lance-datagen",
  "lance-encoding",
  "lance-file",
+ "lance-geo",
+ "lance-index-core",
  "lance-io",
  "lance-linalg",
+ "lance-select",
  "lance-table",
- "libm",
+ "lance-tokenizer",
+ "libsais-rs",
  "log",
  "ndarray",
  "num-traits",
- "object_store",
+ "object_store 0.14.2",
  "prost",
  "prost-build",
  "prost-types",
- "rand 0.9.2",
- "rand_distr 0.5.1",
+ "rand 0.9.5",
+ "rand_distr",
+ "rangemap",
  "rayon",
- "roaring 0.10.12",
+ "regex-syntax",
+ "roaring",
  "serde",
  "serde_json",
- "snafu",
- "tantivy",
+ "smallvec",
  "tempfile",
  "tokio",
  "tracing",
  "twox-hash",
- "uuid",
+]
+
+[[package]]
+name = "lance-index-core"
+version = "13.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f90986278ab82f1f1b1fe43eed060f547e0da0ad98a1038785f055e407fca3db"
+dependencies = [
+ "arrow-array",
+ "arrow-schema",
+ "arrow-select",
+ "async-trait",
+ "bytes",
+ "datafusion",
+ "datafusion-common",
+ "datafusion-expr",
+ "futures",
+ "lance-core",
+ "lance-io",
+ "lance-select",
+ "prost-types",
+ "roaring",
+ "serde",
+ "serde_json",
+ "tokio",
 ]
 
 [[package]]
 name = "lance-io"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b3fc4c1d941fceef40a0edbd664dbef108acfc5d559bb9e7f588d0c733cbc35"
+checksum = "224730479e781d24b81a0afecfe230b5b21a86a4f767ba7655b974402d0c67c5"
 dependencies = [
  "arrow",
- "arrow-arith",
  "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-data",
  "arrow-schema",
- "arrow-select",
- "async-recursion",
  "async-trait",
  "aws-config",
  "aws-credential-types",
  "byteorder",
  "bytes",
  "chrono",
- "deepsize",
  "futures",
- "lance-arrow",
+ "goosefs-sdk",
+ "http",
+ "io-uring",
  "lance-core",
  "lance-namespace",
  "log",
- "object_store",
+ "moka",
+ "object_store 0.14.2",
  "object_store_opendal",
  "opendal",
+ "opendal-service-goosefs",
  "path_abs",
  "pin-project",
  "prost",
- "rand 0.9.2",
+ "rand 0.9.5",
+ "reqsign-core",
+ "reqsign-file-read-tokio",
+ "reqsign-google",
  "serde",
- "shellexpand",
- "snafu",
+ "serde_json",
+ "tempfile",
  "tokio",
  "tracing",
  "url",
+ "uuid",
 ]
 
 [[package]]
 name = "lance-linalg"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b62ffbc5ce367fbf700a69de3fe0612ee1a11191a64a632888610b6bacfa0f63"
+checksum = "84e97d99cab96a320119f2be2c1ccbc4b69e5190c152b9bac96ad902b4409efe"
 dependencies = [
  "arrow-array",
- "arrow-buffer",
  "arrow-schema",
  "cc",
- "deepsize",
  "half",
  "lance-arrow",
  "lance-core",
  "num-traits",
- "rand 0.9.2",
+ "rayon",
 ]
 
 [[package]]
 name = "lance-namespace"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "791bbcd868ee758123a34e07d320a1fb99379432b5ecc0e78d6b4686e999b629"
+checksum = "eedb0930505992009d9a1b9aefc2e9fde6026fcc1b345211e2a609dace5be022"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
  "lance-core",
  "lance-namespace-reqwest-client",
- "snafu",
+ "serde",
+ "serde_json",
+ "snafu 0.9.2",
 ]
 
 [[package]]
 name = "lance-namespace-reqwest-client"
-version = "0.0.18"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ea349999bcda4eea53fc05d334b3775ec314761e6a706555c777d7a29b18d19"
+checksum = "828f291764feda98898452bea4ce3756b73e5d5c7c67b62edda27456b7cc72c1"
 dependencies = [
- "reqwest",
+ "reqwest 0.12.28",
  "serde",
  "serde_json",
  "serde_repr",
+ "serde_with",
  "url",
 ]
 
+[[package]]
+name = "lance-select"
+version = "13.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6cd00ec21363c9449f10409bf5b56e914b807dd9110745f0d616f65c16188ddb"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-schema",
+ "byteorder",
+ "itertools 0.14.0",
+ "lance-core",
+ "roaring",
+ "tracing",
+]
+
 [[package]]
 name = "lance-table"
-version = "1.0.1"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fdb2d56bfa4d1511c765fa0cc00fdaa37e5d2d1cd2f57b3c6355d9072177052"
+checksum = "0b770bac5033a6b3f11b3e3ffb05f8bce2cfc004ecb7992354af7627fd278747"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4275,27 +4345,28 @@ dependencies = [
  "arrow-ipc",
  "arrow-schema",
  "async-trait",
+ "blake3",
  "byteorder",
  "bytes",
  "chrono",
- "deepsize",
  "futures",
  "lance-arrow",
  "lance-core",
  "lance-file",
  "lance-io",
+ "lance-select",
  "log",
- "object_store",
+ "object_store 0.14.2",
  "prost",
  "prost-build",
  "prost-types",
- "rand 0.9.2",
+ "rand 0.9.5",
  "rangemap",
- "roaring 0.10.12",
+ "roaring",
  "semver",
  "serde",
  "serde_json",
- "snafu",
+ "snafu 0.9.2",
  "tokio",
  "tracing",
  "url",
@@ -4303,19 +4374,26 @@ dependencies = [
 ]
 
 [[package]]
-name = "lazy_static"
-version = "1.5.0"
+name = "lance-tokenizer"
+version = "13.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
+checksum = "3fec4342e22fa493efec9cc96584efe4cecbdc1ae218d6a40f47b16bd4f1ea13"
 dependencies = [
- "spin",
+ "frostem",
+ "icu_segmenter",
+ "serde",
+ "stop-words",
+ "unicode-normalization",
 ]
 
 [[package]]
-name = "levenshtein_automata"
-version = "0.2.1"
+name = "lazy_static"
+version = "1.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c2cdeb66e45e9f36bfad5bbdb4d2384e70936afbee843c6f6543f0c551ebb25"
+checksum = "20870f649af7073d53e38067b2a84312175d56ea15217e1b15bc83506ec50afb"
+dependencies = [
+ "spin 0.9.9",
+]
 
 [[package]]
 name = "lexical-core"
@@ -4374,86 +4452,74 @@ dependencies = [
  "lexical-util",
 ]
 
-[[package]]
-name = "libbz2-rs-sys"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2c4a545a15244c7d945065b5d392b2d2d7f21526fba56ce51467b06ed445e8f7"
-
 [[package]]
 name = "libc"
-version = "0.2.176"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "58f929b4d672ea937a23a1ab494143d968337a5f47e56d0815df1e0890ddf174"
-
-[[package]]
-name = "libloading"
-version = "0.8.8"
+version = "0.2.191"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07033963ba89ebaf1584d767badaa2e8fcec21aedea6b8c0346d487d49c28667"
-dependencies = [
- "cfg-if",
- "windows-targets 0.53.4",
-]
+checksum = "65cd87c9a6d60536580b316ad985726104730a5151c99845f2490428ef91240a"
 
 [[package]]
 name = "libm"
-version = "0.2.15"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9fbbcab51052fe104eb5e5d351cf728d30a5be1fe14d9be8a3b097481fb97de"
+checksum = "b6d2cec3eae94f9f509c767b45932f1ada8350c4bdb85af2fcab4a3c14807981"
 
 [[package]]
 name = "libredox"
-version = "0.1.10"
+version = "0.1.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "416f7e718bdb06000964960ffa43b4335ad4012ae8b99060261aa4a8088d5ccb"
+checksum = "61ff90caf6077a803a240f62fdbe88645a890bbca49ef8174c3cb0404362171d"
 dependencies = [
- "bitflags",
  "libc",
 ]
 
 [[package]]
-name = "libz-rs-sys"
-version = "0.5.5"
+name = "libsais-rs"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c10501e7805cee23da17c7790e59df2870c0d4043ec6d03f67d31e2b53e77415"
+checksum = "00777f770949ecbe5524eb6630699a501c9c27e4d18493705a7dad49c9bdfbd1"
 dependencies = [
- "zlib-rs",
+ "rayon",
 ]
 
 [[package]]
-name = "linux-raw-sys"
-version = "0.4.15"
+name = "link-section"
+version = "0.19.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "39c29a617ce3df32c08497bdc1ab6e2376e0b17948ac166a2fbe5977c5954cd9"
+
+[[package]]
+name = "linktime-proc-macro"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
+checksum = "7e57c38c1e860fd37c604281cdfb1dd2216977fd76a50f85ba2f388ef3219616"
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.11.0"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df1d3c3b53da64cf5760482273a98e575c651a67eec7f77df96b5b642de8f039"
+checksum = "32a66949e030da00e8c7d4434b251670a91556f4144941d37452769c25d58a53"
 
 [[package]]
 name = "litemap"
-version = "0.8.0"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "241eaef5fd12c88705a01fc1066c48c4b36e0dd4377dcdc7ec3942cea7a69956"
+checksum = "47d9d19d1d6efa0109d2f65ff4c85cddd50bd572e5a00127ab10987290bcefae"
 
 [[package]]
 name = "lock_api"
-version = "0.4.13"
+version = "0.4.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96936507f153605bddfcda068dd804796c84324ed2510809e5b2a624c81da765"
+checksum = "224399e74b87b5f3557511d98dff8b14089b3dadafcab6bb93eab67d3aace965"
 dependencies = [
- "autocfg",
  "scopeguard",
 ]
 
 [[package]]
 name = "log"
-version = "0.4.28"
+version = "0.4.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34080505efa8e45a4b816c349525ebe327ceaa8559756f0356cba97ef3bf7432"
+checksum = "f9f8bd3e56ce4dfc153cf470fffbfa98c7620958b312ca5c3a4b8d5181fd13c6"
 
 [[package]]
 name = "loom"
@@ -4470,18 +4536,18 @@ dependencies = [
 
 [[package]]
 name = "lru"
-version = "0.12.5"
+version = "0.16.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "234cf4f4a04dc1f57e24b96cc0cd600cf2af460d4161ac5ecdd0af8e1f3b2a38"
+checksum = "7f66e8d5d03f609abc3a39e6f08e4164ebf1447a732906d39eb9b99b7919ef39"
 dependencies = [
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
 ]
 
 [[package]]
 name = "lru-slab"
-version = "0.1.2"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
+checksum = "4050469837a6ff301cd14c1f8f24f88549e6d548f24f64e2148eb0f72cebc51f"
 
 [[package]]
 name = "lz4"
@@ -4504,24 +4570,13 @@ dependencies = [
 
 [[package]]
 name = "lz4_flex"
-version = "0.11.5"
+version = "0.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08ab2867e3eeeca90e844d1940eab391c9dc5228783db2ed999acbc0a9ed375a"
+checksum = "7ef0d4ed8669f8f8826eb00dc878084aa8f253506c4fd5e8f58f5bce72ddb97e"
 dependencies = [
  "twox-hash",
 ]
 
-[[package]]
-name = "lzma-sys"
-version = "0.1.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5fda04ab3764e6cde78b9974eec4f779acaba7c4e84b36eca3cf77c581b85d27"
-dependencies = [
- "cc",
- "libc",
- "pkg-config",
-]
-
 [[package]]
 name = "matchers"
 version = "0.2.0"
@@ -4533,9 +4588,9 @@ dependencies = [
 
 [[package]]
 name = "matrixmultiply"
-version = "0.3.10"
+version = "0.3.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a06de3016e9fae57a36fd14dba131fccf49f74b40b7fbdb472f96e361ec71a08"
+checksum = "3f607c237553f086e7043417a51df26b2eb899d3caff94e6a67592ff992fedc7"
 dependencies = [
  "autocfg",
  "num_cpus",
@@ -4546,36 +4601,27 @@ dependencies = [
 
 [[package]]
 name = "md-5"
-version = "0.10.6"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d89e7ee0cfbedfc4da3340218492196241d89eefb6dab27de5df917a6d2e78cf"
+checksum = "69b6441f590336821bb897fb28fc622898ccceb1d6cea3fde5ea86b090c4de98"
 dependencies = [
  "cfg-if",
- "digest",
-]
-
-[[package]]
-name = "measure_time"
-version = "0.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51c55d61e72fc3ab704396c5fa16f4c184db37978ae4e94ca8959693a235fc0e"
-dependencies = [
- "log",
+ "digest 0.11.3",
 ]
 
 [[package]]
 name = "memchr"
-version = "2.7.6"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f52b00d39961fc5b2736ea853c9cc86238e165017a493d1d5c8eac6bdc4cc273"
+checksum = "cf8baf1c55e62ffcace7a9f06f4bd9cd3f0c4beb022d3b367256b91b87513d98"
 
 [[package]]
-name = "memmap2"
-version = "0.9.8"
+name = "memoffset"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "843a98750cd611cc2965a8213b53b43e715f13c37a9e096c6408e69990961db7"
+checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
 dependencies = [
- "libc",
+ "autocfg",
 ]
 
 [[package]]
@@ -4602,9 +4648,9 @@ checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
 [[package]]
 name = "miniz_oxide"
-version = "0.8.9"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fa76a2c86f704bdb222d66965fb3d63269ce38518b83cb0575fca855ebb6316"
+checksum = "b63fbc4a50860e98e7b2aa7804ded1db5cbc3aff9193adaff57a6931bf7c4b4c"
 dependencies = [
  "adler2",
  "simd-adler32",
@@ -4612,26 +4658,30 @@ dependencies = [
 
 [[package]]
 name = "mio"
-version = "1.0.4"
+version = "1.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78bed444cc8a2160f01cbcf811ef18cac863ad68ae8ca62092e8db51d51c761c"
+checksum = "1788edb87fdc09c7e26304471e2f5be8cdefb1b6930d6e3985fc02ff53bf86ee"
 dependencies = [
  "libc",
  "wasi 0.11.1+wasi-snapshot-preview1",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
-name = "mock_instant"
-version = "0.6.0"
+name = "mixtrics"
+version = "0.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dce6dd36094cac388f119d2e9dc82dc730ef91c32a6222170d630e5414b956e6"
+checksum = "1dd94ebec15e61a36cd63b1e8816c83434e42926962cd21ee6e4db898d4d4f05"
+dependencies = [
+ "itertools 0.15.0",
+ "parking_lot",
+]
 
 [[package]]
 name = "moka"
-version = "0.12.11"
+version = "0.12.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8261cd88c312e0004c1d51baad2980c66528dfdb2bee62003e643a4d8f86b077"
+checksum = "4293f18e7567a1caf3c584855554377025c65e0aa445344d04171f5ad63d19b9"
 dependencies = [
  "async-lock",
  "crossbeam-channel",
@@ -4642,40 +4692,28 @@ dependencies = [
  "futures-util",
  "parking_lot",
  "portable-atomic",
- "rustc_version",
  "smallvec",
  "tagptr",
  "uuid",
 ]
 
 [[package]]
-name = "multimap"
-version = "0.10.1"
+name = "more-asserts"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d87ecb2933e8aeadb3e3a02b828fed80a7528047e68b4f424523a0981a3a084"
+checksum = "1fafa6961cabd9c63bcd77a45d7e3b7f3b552b70417831fb0f56db717e72407e"
 
 [[package]]
-name = "murmurhash32"
-version = "0.3.1"
+name = "multimap"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2195bf6aa996a481483b29d62a7663eed3fe39600c460e323f8ff41e90bdd89b"
+checksum = "1d87ecb2933e8aeadb3e3a02b828fed80a7528047e68b4f424523a0981a3a084"
 
 [[package]]
-name = "native-tls"
-version = "0.2.18"
+name = "multiversion_no_op"
+version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "465500e14ea162429d264d44189adc38b199b62b1c21eea9f69e4b73cb03bbf2"
-dependencies = [
- "libc",
- "log",
- "openssl",
- "openssl-probe 0.2.1",
- "openssl-sys",
- "schannel",
- "security-framework 3.5.1",
- "security-framework-sys",
- "tempfile",
-]
+checksum = "743fb55ba31b18fb1ecef6bdc9aa2743314978ac084044301a7eee33fb99a20d"
 
 [[package]]
 name = "ndarray"
@@ -4692,6 +4730,18 @@ dependencies = [
  "rawpointer",
 ]
 
+[[package]]
+name = "nix"
+version = "0.31.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cf20d2fde8ff38632c426f1165ed7436270b44f199fc55284c38276f9db47c3d"
+dependencies = [
+ "bitflags 2.13.2",
+ "cfg-if",
+ "cfg_aliases",
+ "libc",
+]
+
 [[package]]
 name = "nom"
 version = "7.1.3"
@@ -4712,33 +4762,28 @@ dependencies = [
 ]
 
 [[package]]
-name = "nu-ansi-term"
-version = "0.50.1"
+name = "ntapi"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4a28e057d01f97e61255210fcff094d74ed0466038633e95017f5beb68e4399"
+checksum = "c3b335231dfd352ffb0f8017f3b6027a4917f7df785ea2143d8af2adc66980ae"
 dependencies = [
- "windows-sys 0.52.0",
+ "winapi",
 ]
 
 [[package]]
-name = "num"
-version = "0.4.3"
+name = "nu-ansi-term"
+version = "0.50.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35bd024e8b2ff75562e5f34e7f4905839deb4b22955ef5e73d2fea1b9813cb23"
+checksum = "7957b9740744892f114936ab4a57b3f487491bbeafaf8083688b16841a4240e5"
 dependencies = [
- "num-bigint",
- "num-complex",
- "num-integer",
- "num-iter",
- "num-rational",
- "num-traits",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "num-bigint"
-version = "0.4.6"
+version = "0.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5e44f723f1133c9deac646763579fdb3ac745e418f2a7af9cd0c431da1f20b9"
+checksum = "c89e69e7e0f03bea5ef08013795c25018e101932225a656383bd384495ecc367"
 dependencies = [
  "num-integer",
  "num-traits",
@@ -4746,17 +4791,16 @@ dependencies = [
 
 [[package]]
 name = "num-bigint-dig"
-version = "0.8.4"
+version = "0.8.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc84195820f291c7697304f3cbdadd1cb7199c0efc917ff5eafd71225c136151"
+checksum = "e661dda6640fad38e827a6d4a310ff4763082116fe217f279885c97f511bb0b7"
 dependencies = [
- "byteorder",
  "lazy_static",
  "libm",
  "num-integer",
  "num-iter",
  "num-traits",
- "rand 0.8.5",
+ "rand 0.8.8",
  "smallvec",
  "zeroize",
 ]
@@ -4772,37 +4816,25 @@ dependencies = [
 
 [[package]]
 name = "num-conv"
-version = "0.1.0"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
+checksum = "521739c6d2bac4aa25192232afe6841231376b2b26d4d9fae5ecf8ca5772e441"
 
 [[package]]
 name = "num-integer"
-version = "0.1.46"
+version = "0.1.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7969661fd2958a5cb096e56c8e1ad0444ac2bbcd0061bd28660485a44879858f"
+checksum = "7ce2d95d4b3734dc35aa2f45e1aa22cd416814592a4f9d9205e11affd5b8e10b"
 dependencies = [
  "num-traits",
 ]
 
 [[package]]
 name = "num-iter"
-version = "0.1.45"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1429034a0490724d0075ebb2bc9e875d6503c3cf69e235a8941aa757d83ef5bf"
-dependencies = [
- "autocfg",
- "num-integer",
- "num-traits",
-]
-
-[[package]]
-name = "num-rational"
-version = "0.4.2"
+version = "0.1.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f83d14da390562dca69fc84082e73e548e1ad308d24accdedd2720017cb37824"
+checksum = "c92800bd69a1eac91786bcfe9da64a897eb72911b8dc3095decbd07429e8048b"
 dependencies = [
- "num-bigint",
  "num-integer",
  "num-traits",
 ]
@@ -4829,9 +4861,9 @@ dependencies = [
 
 [[package]]
 name = "num_enum"
-version = "0.7.5"
+version = "0.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b1207a7e20ad57b847bbddc6776b968420d38292bbfe2089accff5e19e82454c"
+checksum = "5d0bca838442ec211fa11de3a8b0e0e8f3a4522575b5c4c06ed722e005036f26"
 dependencies = [
  "num_enum_derive",
  "rustversion",
@@ -4839,74 +4871,163 @@ dependencies = [
 
 [[package]]
 name = "num_enum_derive"
-version = "0.7.5"
+version = "0.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff32365de1b6743cb203b710788263c44a03de03802daf96092f2da4fe6ba4d7"
+checksum = "680998035259dcfcafe653688bf2aa6d3e2dc05e98be6ab46afb089dc84f1df8"
 dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
-name = "object"
-version = "0.32.2"
+name = "objc2"
+version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6a622008b6e321afc04970976f62ee297fdbaa6f95318ca343e3eebb9648441"
+checksum = "08849bbd4767dfae9457696856ae1c84fe4e0281bbe4a7abff2d0e06fb7981f8"
 dependencies = [
- "memchr",
+ "objc2-encode",
+]
+
+[[package]]
+name = "objc2-core-foundation"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
+dependencies = [
+ "bitflags 2.13.2",
+ "dispatch2",
+ "objc2",
+]
+
+[[package]]
+name = "objc2-encode"
+version = "4.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ef25abbcd74fb2609453eb695bd2f860d389e457f67dc17cafc8b8cbc89d0c33"
+
+[[package]]
+name = "objc2-foundation"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e3e0adef53c21f888deb4fa59fc59f7eb17404926ee8a6f59f5df0fd7f9f3272"
+dependencies = [
+ "bitflags 2.13.2",
+ "objc2",
+]
+
+[[package]]
+name = "objc2-io-kit"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33fafba39597d6dc1fb709123dfa8289d39406734be322956a69f0931c73bb15"
+dependencies = [
+ "libc",
+ "objc2-core-foundation",
+]
+
+[[package]]
+name = "objc2-open-directory"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb82bed227edf5201dfedf072bba4015a33d3d4a98519837295a90f0a23f676d"
+dependencies = [
+ "objc2",
+ "objc2-core-foundation",
+ "objc2-foundation",
+]
+
+[[package]]
+name = "objc2-system-configuration"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7216bd11cbda54ccabcab84d523dc93b858ec75ecfb3a7d89513fa22464da396"
+dependencies = [
+ "objc2-core-foundation",
 ]
 
 [[package]]
 name = "object_store"
-version = "0.12.4"
+version = "0.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c1be0c6c22ec0817cdc77d3842f721a17fd30ab6965001415b5402a74e6b740"
+checksum = "622acbc9100d3c10e2ee15804b0caa40e55c933d5aa53814cd520805b7958a49"
 dependencies = [
  "async-trait",
- "base64 0.22.1",
  "bytes",
  "chrono",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http",
+ "humantime",
+ "itertools 0.14.0",
+ "parking_lot",
+ "percent-encoding",
+ "thiserror 2.0.21",
+ "tokio",
+ "tracing",
+ "url",
+ "walkdir",
+ "wasm-bindgen-futures",
+ "web-time",
+]
+
+[[package]]
+name = "object_store"
+version = "0.14.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1796bc93603f78c5760a69f2d58badc9618d22adade0a95385bb2adbae4eb94"
+dependencies = [
+ "async-trait",
+ "aws-lc-rs",
+ "base64 0.23.1",
+ "bytes",
+ "chrono",
+ "crc-fast",
  "form_urlencoded",
- "futures",
- "http 1.3.1",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http",
  "http-body-util",
  "httparse",
  "humantime",
- "hyper 1.7.0",
- "itertools 0.14.0",
+ "hyper",
+ "itertools 0.15.0",
  "md-5",
+ "nix",
  "parking_lot",
  "percent-encoding",
- "quick-xml 0.38.3",
- "rand 0.9.2",
- "reqwest",
- "ring",
- "rustls-pemfile 2.2.0",
+ "quick-xml 0.41.0",
+ "rand 0.10.3",
+ "reqwest 0.13.5",
+ "rustls-pki-types",
  "serde",
  "serde_json",
  "serde_urlencoded",
- "thiserror 2.0.17",
+ "thiserror 2.0.21",
  "tokio",
  "tracing",
  "url",
  "walkdir",
  "wasm-bindgen-futures",
  "web-time",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "object_store_opendal"
-version = "0.55.0"
+version = "0.60.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "113ab0769e972eee585e57407b98de08bda5354fa28e8ba4d89038d6cb6a8991"
+checksum = "0bd9da6291f93eb19b7987dac17617de0131760a6ba97a4cd8d6b1a07fa89783"
 dependencies = [
  "async-trait",
+ "asyncband",
  "bytes",
  "chrono",
  "futures",
- "object_store",
+ "object_store 0.14.2",
  "opendal",
  "pin-project",
  "tokio",
@@ -4914,15 +5035,15 @@ dependencies = [
 
 [[package]]
 name = "once_cell"
-version = "1.21.3"
+version = "1.21.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
+checksum = "9f7c3e4beb33f85d45ae3e3a1792185706c8e16d043238c593331cc7cd313b50"
 
 [[package]]
 name = "oneshot"
-version = "0.1.11"
+version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b4ce411919553d3f9fa53a0880544cda985a112117a0444d5ff1e870a893d6ea"
+checksum = "269bca4c2591a28585d6bf10d9ed0332b7d76900a1b02bec41bdc3a2cdcda107"
 
 [[package]]
 name = "oorandom"
@@ -4932,190 +5053,399 @@ checksum = "d6790f58c7ff633d8771f42965289203411a5e5c68388703c06e14f24770b41e"
 
 [[package]]
 name = "opendal"
-version = "0.55.0"
+version = "0.59.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46081824c74bac9f68f0bc4408077f77b0e315c006514719c97af1c2227ac2d2"
+dependencies = [
+ "ctor",
+ "opendal-core",
+ "opendal-http-transport-reqwest",
+ "opendal-layer-concurrent-limit",
+ "opendal-layer-logging",
+ "opendal-layer-retry",
+ "opendal-layer-timeout",
+ "opendal-service-azblob",
+ "opendal-service-azdls",
+ "opendal-service-cos",
+ "opendal-service-gcs",
+ "opendal-service-goosefs",
+ "opendal-service-hf",
+ "opendal-service-oss",
+ "opendal-service-s3",
+ "opendal-service-tos",
+]
+
+[[package]]
+name = "opendal-core"
+version = "0.59.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d075ab8a203a6ab4bc1bce0a4b9fe486a72bf8b939037f4b78d95386384bc80a"
+checksum = "33d5a635dfea36a7a0c3bbb2ca34c97af17f98dd69b0cdf31a1d436a346e0a12"
 dependencies = [
  "anyhow",
- "backon",
- "base64 0.22.1",
+ "asyncband",
+ "base64 0.23.1",
  "bytes",
- "crc32c",
  "futures",
- "getrandom 0.2.16",
- "http 1.3.1",
- "http-body 1.0.1",
+ "http",
  "jiff",
  "log",
  "md-5",
  "percent-encoding",
- "quick-xml 0.38.3",
- "reqsign",
- "reqwest",
+ "quick-xml 0.42.0",
+ "reqsign-core",
  "serde",
  "serde_json",
- "sha2",
  "tokio",
  "url",
  "uuid",
+ "web-time",
 ]
 
 [[package]]
-name = "openssl"
-version = "0.10.75"
+name = "opendal-http-transport-reqwest"
+version = "0.59.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08838db121398ad17ab8531ce9de97b244589089e290a384c900cb9ff7434328"
+checksum = "fc025e163c43993e30cf1829a30b791934e5b0f7cd4d7e03acc902a9efb7e8f5"
 dependencies = [
- "bitflags",
- "cfg-if",
- "foreign-types",
- "libc",
- "once_cell",
- "openssl-macros",
- "openssl-sys",
+ "bytes",
+ "futures",
+ "http",
+ "http-body",
+ "opendal-core",
+ "reqwest 0.13.5",
 ]
 
 [[package]]
-name = "openssl-macros"
-version = "0.1.1"
+name = "opendal-layer-concurrent-limit"
+version = "0.59.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
+checksum = "06b44bdf694cccb7d90515b3eac6623975a2813abf4f5c438b4949a329d6a45b"
 dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.106",
+ "asyncband",
+ "futures",
+ "http",
+ "opendal-core",
 ]
 
 [[package]]
-name = "openssl-probe"
-version = "0.1.6"
+name = "opendal-layer-logging"
+version = "0.59.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
+checksum = "520d3de5d246c82a246c431ef0f52b8d2f091c7c49a3fd7a6f0ff519b1e7725f"
+dependencies = [
+ "log",
+ "opendal-core",
+]
 
 [[package]]
-name = "openssl-probe"
-version = "0.2.1"
+name = "opendal-layer-retry"
+version = "0.59.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c87def4c32ab89d880effc9e097653c8da5d6ef28e6b539d313baaacfbafcbe"
+checksum = "2a02c59479b047878f4a0f269f23c847f24d67d1ff19f2b20fdd5a3bceefd451"
+dependencies = [
+ "backon",
+ "log",
+ "opendal-core",
+]
 
 [[package]]
-name = "openssl-sys"
-version = "0.9.111"
+name = "opendal-layer-timeout"
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- "parking_lot_core",
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+ "opendal-core",
+ "quick-xml 0.42.0",
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- "num",
- "num-bigint",
- "object_store",
- "paste",
- "ring",
+ "http",
+ "opendal-core",
+ "quick-xml 0.42.0",
+ "reqsign-core",
+ "reqsign-file-read-tokio",
+ "reqsign-volcengine-tos",
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+
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+
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+dependencies = [
+ "lock_api",
+ "parking_lot_core",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2621685985a2ebf1c516881c026032ac7deafcda1a2c9b7850dc81e3dfcb64c1"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "redox_syscall",
+ "smallvec",
+ "windows-link",
+]
+
+[[package]]
+name = "parquet"
+version = "58.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d298093b2dec60289dce0684c986d0f7679e9dd15771c2c65406e1aaf604a704"
+dependencies = [
+ "ahash",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-ipc",
+ "arrow-schema",
+ "arrow-select",
+ "base64 0.22.1",
+ "brotli",
+ "bytes",
+ "chrono",
+ "flate2",
+ "futures",
+ "half",
+ "hashbrown 0.17.1",
+ "lz4_flex",
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+ "object_store 0.13.2",
+ "paste",
  "seq-macro",
  "simdutf8",
  "snap",
@@ -5149,18 +5479,18 @@ version = "0.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
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 dependencies = [
- "digest",
- "hmac",
+ "digest 0.10.7",
+ "hmac 0.12.1",
 ]
 
 [[package]]
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-version = "3.0.5"
+version = "4.0.0"
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-checksum = "38af38e8470ac9dee3ce1bae1af9c1671fffc44ddfd8bd1d0a3445bf349a8ef3"
+checksum = "d354a98a3d1251555de99e8fdd8afda05573c31b82f59063a7b0a29b5527f120"
 dependencies = [
- "base64 0.22.1",
- "serde",
+ "base64 0.23.1",
+ "serde_core",
 ]
 
 [[package]]
@@ -5178,12 +5508,6 @@ version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
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-
 [[package]]
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@@ -5192,23 +5516,13 @@ checksum = "df202b0b0f5b8e389955afd5f27b007b00fb948162953f1db9c70d2c7e3157d7"
 
 [[package]]
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-version = "0.7.1"
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-dependencies = [
- "fixedbitset",
- "indexmap",
-]
-
-[[package]]
-name = "petgraph"
-version = "0.8.2"
+version = "0.8.3"
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-checksum = "54acf3a685220b533e437e264e4d932cfbdc4cc7ec0cd232ed73c08d03b8a7ca"
+checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
 dependencies = [
  "fixedbitset",
  "hashbrown 0.15.5",
- "indexmap",
+ "indexmap 2.14.2",
  "serde",
 ]
 
@@ -5232,35 +5546,29 @@ dependencies = [
 
 [[package]]
 name = "pin-project"
-version = "1.1.10"
+version = "1.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677f1add503faace112b9f1373e43e9e054bfdd22ff1a63c1bc485eaec6a6a8a"
+checksum = "2466b2336ed02bcdca6b294417127b90ec92038d1d5c4fbeac971a922e0e0924"
 dependencies = [
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 ]
 
 [[package]]
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-version = "1.1.10"
+version = "1.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
+checksum = "c96395f0a926bc13b1c17622aaddda1ecb55d49c8f1bf9777e4d877800a43f8b"
 dependencies = [
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  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
-
-[[package]]
-name = "pin-utils"
-version = "0.1.0"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
+checksum = "a89322df9ebe1c1578d689c92318e070967d1042b512afbe49518723f4e6d5cd"
 
 [[package]]
 name = "pkcs1"
@@ -5284,7 +5592,7 @@ dependencies = [
  "der",
  "pbkdf2",
  "scrypt",
- "sha2",
+ "sha2 0.10.9",
  "spki",
 ]
 
@@ -5302,9 +5610,9 @@ dependencies = [
 
 [[package]]
 name = "pkg-config"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
+checksum = "f6b464fbc74e149a392436b17d523f769e057cb6877f6a5c4618bc6f11800548"
 
 [[package]]
 name = "plotters"
@@ -5336,33 +5644,35 @@ dependencies = [
 
 [[package]]
 name = "portable-atomic"
-version = "1.11.1"
+version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f84267b20a16ea918e43c6a88433c2d54fa145c92a811b5b047ccbe153674483"
+checksum = "05c8b63e8d9609db387f0324918f81d68fe27748f084ef092fb35954d0539a85"
 
 [[package]]
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-version = "0.2.4"
+version = "0.2.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8a2f0d8d040d7848a709caf78912debcc3f33ee4b3cac47d73d1e1069e83507"
+checksum = "10ab3eb7f3becc3a1cbc4f2c6f20267996cfc1a6467a873763411b136a122715"
 dependencies = [
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 ]
 
 [[package]]
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-version = "0.1.3"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "84df19adbe5b5a0782edcab45899906947ab039ccf4573713735ee7de1e6b08a"
+checksum = "d83eb9bc6d8e5cf568e7a1101d60ee05e81ed50ea106026f3d18deeb046d7661"
 dependencies = [
+ "serde_core",
+ "writeable",
  "zerovec",
 ]
 
 [[package]]
 name = "powerfmt"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
+checksum = "4a6394b9e965e73d0a289ee54f589087e2c676aedf60885baf52c76b771e4958"
 
 [[package]]
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@@ -5380,54 +5690,32 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "proc-macro-crate"
-version = "3.4.0"
+version = "3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983"
+checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f"
 dependencies = [
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 ]
 
-[[package]]
-name = "proc-macro-error-attr2"
-version = "2.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96de42df36bb9bba5542fe9f1a054b8cc87e172759a1868aa05c1f3acc89dfc5"
-dependencies = [
- "proc-macro2",
- "quote",
-]
-
-[[package]]
-name = "proc-macro-error2"
-version = "2.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11ec05c52be0a07b08061f7dd003e7d7092e0472bc731b4af7bb1ef876109802"
-dependencies = [
- "proc-macro-error-attr2",
- "proc-macro2",
- "quote",
- "syn 2.0.106",
-]
-
 [[package]]
 name = "proc-macro2"
-version = "1.0.101"
+version = "1.0.107"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89ae43fd86e4158d6db51ad8e2b80f313af9cc74f5c0e03ccb87de09998732de"
+checksum = "985e7ec9bb745e6ce6535b544d84d6cd6f7ad8bd711c398938ae983b91a766d9"
 dependencies = [
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 ]
 
 [[package]]
 name = "prost"
-version = "0.13.5"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
+checksum = "528ac67416ff8646872a3c02cad9cc4ee5dc9f9540c9b10771855c95cb2e5ae1"
 dependencies = [
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  "prost-derive",
@@ -5435,81 +5723,82 @@ dependencies = [
 
 [[package]]
 name = "prost-build"
-version = "0.13.5"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be769465445e8c1474e9c5dac2018218498557af32d9ed057325ec9a41ae81bf"
+checksum = "03da047801ff44bb6a4d407d4860c05fd70bb81714e6b2f3812603d5b145b042"
 dependencies = [
  "heck",
  "itertools 0.14.0",
  "log",
  "multimap",
- "once_cell",
- "petgraph 0.7.1",
+ "petgraph",
  "prettyplease",
  "prost",
  "prost-types",
  "regex",
- "syn 2.0.106",
+ "syn 2.0.119",
  "tempfile",
 ]
 
 [[package]]
 name = "prost-derive"
-version = "0.13.5"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
+checksum = "b570b25f7617e43d59005d0990ccb79e950a423952cea19671b7a876da390adf"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "prost-types"
-version = "0.13.5"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52c2c1bf36ddb1a1c396b3601a3cec27c2462e45f07c386894ec3ccf5332bd16"
+checksum = "f94967dc7688f3054c7fac87473ffae4cc4c3904800e2d9f5b857246d8963b0a"
 dependencies = [
  "prost",
 ]
 
 [[package]]
-name = "psm"
-version = "0.1.28"
+name = "quick-xml"
+version = "0.41.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d11f2fedc3b7dafdc2851bc52f277377c5473d378859be234bc7ebb593144d01"
+checksum = "e660451e55124f798a69a5af3f49ccfbefbd41910eefd25caf2393e1f3473ec1"
 dependencies = [
- "ar_archive_writer",
- "cc",
+ "memchr",
+ "serde",
 ]
 
 [[package]]
 name = "quick-xml"
-version = "0.37.5"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "331e97a1af0bf59823e6eadffe373d7b27f485be8748f71471c662c1f269b7fb"
+checksum = "41b1177fdf999d2321d3fb46ff47159d9c1fb9ad66a4879f8c50a0b504615e9b"
 dependencies = [
  "memchr",
  "serde",
 ]
 
 [[package]]
-name = "quick-xml"
-version = "0.38.3"
+name = "quick_cache"
+version = "0.6.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42a232e7487fc2ef313d96dde7948e7a3c05101870d8985e4fd8d26aedd27b89"
+checksum = "b9c6658afe513a3b484e3abfdaa0d03ef3c0bbf017542c178dd55f94eb3051f9"
 dependencies = [
- "memchr",
- "serde",
+ "ahash",
+ "equivalent",
+ "hashbrown 0.16.1",
+ "parking_lot",
 ]
 
 [[package]]
 name = "quinn"
-version = "0.11.9"
+version = "0.11.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9e20a958963c291dc322d98411f541009df2ced7b5a4f2bd52337638cfccf20"
+checksum = "4051e23e9185c255a7e33ef59cdbca87a22d359052eecd22fc6b901fb37d9d11"
 dependencies = [
  "bytes",
  "cfg_aliases",
@@ -5517,9 +5806,9 @@ dependencies = [
  "quinn-proto",
  "quinn-udp",
  "rustc-hash",
- "rustls 0.23.32",
- "socket2 0.6.0",
- "thiserror 2.0.17",
+ "rustls",
+ "socket2",
+ "thiserror 2.0.21",
  "tokio",
  "tracing",
  "web-time",
@@ -5527,20 +5816,22 @@ dependencies = [
 
 [[package]]
 name = "quinn-proto"
-version = "0.11.13"
+version = "0.11.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1906b49b0c3bc04b5fe5d86a77925ae6524a19b816ae38ce1e426255f1d8a31"
+checksum = "0e750cca55fe4f0439a15d0bb529da9651e79993e8e72c61a899a36d462befbe"
 dependencies = [
+ "aws-lc-rs",
  "bytes",
- "getrandom 0.3.3",
+ "getrandom 0.4.3",
  "lru-slab",
- "rand 0.9.2",
+ "rand 0.10.3",
+ "rand_pcg",
  "ring",
  "rustc-hash",
- "rustls 0.23.32",
+ "rustls",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.17",
+ "thiserror 2.0.21",
  "tinyvec",
  "tracing",
  "web-time",
@@ -5548,23 +5839,23 @@ dependencies = [
 
 [[package]]
 name = "quinn-udp"
-version = "0.5.14"
+version = "0.5.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "addec6a0dcad8a8d96a771f815f0eaf55f9d1805756410b39f5fa81332574cbd"
+checksum = "af66907df18639dcf4db56ca65490cabc4b27a97dbadd96f2926cca73298f016"
 dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
- "socket2 0.6.0",
+ "socket2",
  "tracing",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "quote"
-version = "1.0.41"
+version = "1.0.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce25767e7b499d1b604768e7cde645d14cc8584231ea6b295e9c9eb22c02e1d1"
+checksum = "1fbf4db142a473a8d80c26bbf18454ed458bf8d26c8219c331daecfdbd079001"
 dependencies = [
  "proc-macro2",
 ]
@@ -5575,6 +5866,12 @@ version = "5.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
 
+[[package]]
+name = "r-efi"
+version = "6.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f8dcc9c7d52a811697d2151c701e0d08956f92b0e24136cf4cf27b57a6a0d9bf"
+
 [[package]]
 name = "radium"
 version = "0.7.0"
@@ -5583,23 +5880,33 @@ checksum = "dc33ff2d4973d518d823d61aa239014831e521c75da58e3df4840d3f47749d09"
 
 [[package]]
 name = "rand"
-version = "0.8.5"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+checksum = "e058c7de0b26af77780c769414d6257830bb240f3c38477dbc2c16e5f54d6d4c"
 dependencies = [
- "libc",
  "rand_chacha 0.3.1",
  "rand_core 0.6.4",
 ]
 
 [[package]]
 name = "rand"
-version = "0.9.2"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6db2770f06117d490610c7488547d543617b21bfa07796d7a12f6f1bd53850d1"
+checksum = "b9ef1d0d795eb7d84685bca4f72f3649f064e6641543d3a8c415898726a57b41"
 dependencies = [
  "rand_chacha 0.9.0",
- "rand_core 0.9.3",
+ "rand_core 0.9.5",
+]
+
+[[package]]
+name = "rand"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65c9fb96cbc91e3478eaae79a69fcd3f1ae4ad052e471fe6732fff548984b4af"
+dependencies = [
+ "chacha20",
+ "getrandom 0.4.3",
+ "rand_core 0.10.1",
 ]
 
 [[package]]
@@ -5619,7 +5926,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
 dependencies = [
  "ppv-lite86",
- "rand_core 0.9.3",
+ "rand_core 0.9.5",
 ]
 
 [[package]]
@@ -5628,27 +5935,23 @@ version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
 ]
 
 [[package]]
 name = "rand_core"
-version = "0.9.3"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99d9a13982dcf210057a8a78572b2217b667c3beacbf3a0d8b454f6f82837d38"
+checksum = "76afc826de14238e6e8c374ddcc1fa19e374fd8dd986b0d2af0d02377261d83c"
 dependencies = [
- "getrandom 0.3.3",
+ "getrandom 0.3.4",
 ]
 
 [[package]]
-name = "rand_distr"
-version = "0.4.3"
+name = "rand_core"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
-dependencies = [
- "num-traits",
- "rand 0.8.5",
-]
+checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
 
 [[package]]
 name = "rand_distr"
@@ -5657,36 +5960,23 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463"
 dependencies = [
  "num-traits",
- "rand 0.9.2",
+ "rand 0.9.5",
 ]
 
 [[package]]
-name = "rand_xoshiro"
-version = "0.7.0"
+name = "rand_pcg"
+version = "0.10.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f703f4665700daf5512dcca5f43afa6af89f09db47fb56be587f80636bda2d41"
+checksum = "caa0f4137e1c0a72f4c651489402276c8e8e1cf081f3b0ba156d2cbeef09e86a"
 dependencies = [
- "rand_core 0.9.3",
-]
-
-[[package]]
-name = "random_word"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e47a395bdb55442b883c89062d6bcff25dc90fa5f8369af81e0ac6d49d78cf81"
-dependencies = [
- "ahash",
- "brotli",
- "paste",
- "rand 0.9.2",
- "unicase",
+ "rand_core 0.10.1",
 ]
 
 [[package]]
 name = "rangemap"
-version = "1.6.0"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f93e7e49bb0bf967717f7bd674458b3d6b0c5f48ec7e3038166026a69fc22223"
+checksum = "a611d15b50743feb4c76b7d03edcb0e64f399c26961e4efe6975bc398be6aa3d"
 
 [[package]]
 name = "rawpointer"
@@ -5696,9 +5986,9 @@ checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
 
 [[package]]
 name = "rayon"
-version = "1.11.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "368f01d005bf8fd9b1206fb6fa653e6c4a81ceb1466406b81792d87c5677a58f"
+checksum = "fb39b166781f92d482534ef4b4b1b2568f42613b53e5b6c160e24cfbfa30926d"
 dependencies = [
  "either",
  "rayon-core",
@@ -5715,50 +6005,58 @@ dependencies = [
 ]
 
 [[package]]
-name = "recursive"
-version = "0.1.1"
+name = "redb"
+version = "3.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0786a43debb760f491b1bc0269fe5e84155353c67482b9e60d0cfb596054b43e"
+checksum = "4ba239c1c1693315d3cc0e601db3b3965543afbf48c41730fdca2f069f510f4a"
 dependencies = [
- "recursive-proc-macro-impl",
- "stacker",
+ "libc",
 ]
 
 [[package]]
-name = "recursive-proc-macro-impl"
-version = "0.1.1"
+name = "redox_syscall"
+version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
+checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "quote",
- "syn 2.0.106",
+ "bitflags 2.13.2",
 ]
 
 [[package]]
-name = "redox_syscall"
-version = "0.5.17"
+name = "redox_users"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5407465600fb0548f1442edf71dd20683c6ed326200ace4b1ef0763521bb3b77"
+checksum = "60dc65c0ff1a7ae1294b0c67b9f14baf70b644404010370171787bfac1038fc0"
 dependencies = [
- "bitflags",
+ "libredox",
+ "thiserror 2.0.21",
 ]
 
 [[package]]
-name = "redox_users"
-version = "0.5.2"
+name = "ref-cast"
+version = "1.0.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4e608c6638b9c18977b00b475ac1f28d14e84b27d8d42f70e0bf1e3dec127ac"
+checksum = "7e440fb4e4b4147295338efb76001ab9e4efc0e5839df2c47fc5ac2381d365c3"
 dependencies = [
- "getrandom 0.2.16",
- "libredox",
- "thiserror 2.0.17",
+ "ref-cast-impl",
+]
+
+[[package]]
+name = "ref-cast-impl"
+version = "1.0.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92ecd8964f8453721699a1ed72037b0db49ce2f5a5138486ee89bed6f67cdf3a"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 3.0.9",
 ]
 
 [[package]]
 name = "regex"
-version = "1.11.3"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b5288124840bee7b386bc413c487869b360b2b4ec421ea56425128692f2a82c"
+checksum = "f020237b6c8eed93db2e2cb53c00c60a8e1bc73da7d073199a1180401450218d"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -5768,9 +6066,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.11"
+version = "0.4.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "833eb9ce86d40ef33cb1306d8accf7bc8ec2bfea4355cbdebb3df68b40925cad"
+checksum = "ad8553b9b26413251cbf30e620595c7a41b3887f03da04579c0e6b0d6a06b4b2"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -5779,48 +6077,173 @@ dependencies = [
 
 [[package]]
 name = "regex-lite"
-version = "0.1.7"
+version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "943f41321c63ef1c92fd763bfe054d2668f7f225a5c29f0105903dc2fc04ba30"
+checksum = "cab834c73d247e67f4fae452806d17d3c7501756d98c8808d7c9c7aa7d18f973"
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.6"
+version = "0.8.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "caf4aa5b0f434c91fe5c7f1ecb6a5ece2130b02ad2a590589dda5146df959001"
+checksum = "d6f6ff9a378485b298a5286656da665ba74413d36db0979633275d2e708145d4"
 
 [[package]]
-name = "reqsign"
-version = "0.16.5"
+name = "reqsign-aliyun-oss"
+version = "3.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "43451dbf3590a7590684c25fb8d12ecdcc90ed3ac123433e500447c7d77ed701"
+checksum = "28cf3d65d37ac910073d921c1cc58c3e4e6c963795c6062eee196e6d19054dde"
 dependencies = [
  "anyhow",
- "async-trait",
- "base64 0.22.1",
- "chrono",
  "form_urlencoded",
- "getrandom 0.2.16",
+ "http",
+ "log",
+ "percent-encoding",
+ "reqsign-core",
+ "rust-ini",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "reqsign-aws-core"
+version = "3.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d38c902d8ec745bd9eadd1abbcbe227f4c1fc2926b2ec8929f89234af3114500"
+dependencies = [
+ "bytes",
+ "form_urlencoded",
  "hex",
- "hmac",
- "home",
- "http 1.3.1",
- "jsonwebtoken",
+ "http",
  "log",
- "once_cell",
  "percent-encoding",
- "quick-xml 0.37.5",
- "rand 0.8.5",
- "reqwest",
- "rsa",
+ "quick-xml 0.42.0",
+ "reqsign-core",
  "rust-ini",
  "serde",
  "serde_json",
- "sha1",
- "sha2",
+ "serde_urlencoded",
+ "sha1 0.11.0",
+]
+
+[[package]]
+name = "reqsign-aws-v4"
+version = "3.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "906bfd028f96bfe73fdb892ce26f3b3f99b4f30feb9bd024be58bd6657f68b2b"
+dependencies = [
+ "bytes",
+ "http",
+ "log",
+ "quick-xml 0.42.0",
+ "reqsign-aws-core",
+ "reqsign-core",
+ "serde",
+]
+
+[[package]]
+name = "reqsign-azure-storage"
+version = "3.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7260e6c1d89422ba62d624a32c491b561386fb364ac4bf0959c740e34b251a2e"
+dependencies = [
+ "anyhow",
+ "asyncband",
+ "base64 0.23.1",
+ "bytes",
+ "form_urlencoded",
+ "http",
+ "log",
+ "pem",
+ "percent-encoding",
+ "reqsign-core",
+ "rsa",
+ "serde",
+ "serde_json",
+ "sha1 0.11.0",
+]
+
+[[package]]
+name = "reqsign-core"
+version = "3.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85fed85c436b6b920e4b36310f699a77771a91e38ae483df48447bd7d162671c"
+dependencies = [
+ "anyhow",
+ "asyncband",
+ "base64 0.23.1",
+ "bytes",
+ "hex",
+ "hmac 0.13.0",
+ "http",
+ "jiff",
+ "log",
+ "percent-encoding",
+ "rsa",
+ "serde",
+ "serde_json",
+ "sha1 0.11.0",
+ "sha2 0.11.1",
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "reqsign-file-read-tokio"
+version = "3.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "586a8e198057773f9616901fd723a4bc186812b9765bc0f20368661d6169d906"
+dependencies = [
+ "anyhow",
+ "reqsign-core",
+ "tokio",
+]
+
+[[package]]
+name = "reqsign-google"
+version = "3.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "719e55931cc81b8dcd69f95f0a2def55617cb76cb3aa2f8c439e10682e46fa10"
+dependencies = [
+ "bytes",
+ "form_urlencoded",
+ "http",
+ "log",
+ "percent-encoding",
+ "reqsign-aws-v4",
+ "reqsign-core",
+ "rsa",
+ "serde",
+ "serde_json",
  "tokio",
 ]
 
+[[package]]
+name = "reqsign-tencent-cos"
+version = "3.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a98625e0f3eab846348b7524f1f5b5c97ffc348002845463520be371b7ab7cd"
+dependencies = [
+ "anyhow",
+ "http",
+ "log",
+ "percent-encoding",
+ "reqsign-core",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "reqsign-volcengine-tos"
+version = "3.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "551a3bbd9f93765dff5a4a44af0375a821f97cf633c9f299c501d3236a96e6ec"
+dependencies = [
+ "anyhow",
+ "http",
+ "log",
+ "percent-encoding",
+ "reqsign-core",
+]
+
 [[package]]
 name = "reqwest"
 version = "0.12.28"
@@ -5832,32 +6255,70 @@ dependencies = [
  "encoding_rs",
  "futures-core",
  "futures-util",
- "h2 0.4.12",
- "http 1.3.1",
- "http-body 1.0.1",
+ "h2",
+ "http",
+ "http-body",
  "http-body-util",
- "hyper 1.7.0",
- "hyper-rustls 0.27.7",
- "hyper-tls",
+ "hyper",
+ "hyper-rustls",
  "hyper-util",
  "js-sys",
  "log",
  "mime",
  "mime_guess",
- "native-tls",
  "percent-encoding",
  "pin-project-lite",
  "quinn",
- "rustls 0.23.32",
- "rustls-native-certs 0.8.1",
+ "rustls",
+ "rustls-native-certs",
  "rustls-pki-types",
  "serde",
  "serde_json",
  "serde_urlencoded",
  "sync_wrapper",
  "tokio",
- "tokio-native-tls",
- "tokio-rustls 0.26.4",
+ "tokio-rustls",
+ "tokio-util",
+ "tower",
+ "tower-http",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "wasm-streams 0.4.2",
+ "web-sys",
+]
+
+[[package]]
+name = "reqwest"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "16a1cfa75cc186dd73d5818e510e042e40927bccc9c236b061cea97e1eb08029"
+dependencies = [
+ "base64 0.23.1",
+ "bytes",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "http-body-util",
+ "hyper",
+ "hyper-rustls",
+ "hyper-util",
+ "js-sys",
+ "log",
+ "percent-encoding",
+ "pin-project-lite",
+ "quinn",
+ "rustls",
+ "rustls-pki-types",
+ "rustls-platform-verifier",
+ "serde",
+ "serde_json",
+ "sync_wrapper",
+ "tokio",
+ "tokio-rustls",
  "tokio-util",
  "tower",
  "tower-http",
@@ -5865,9 +6326,22 @@ dependencies = [
  "url",
  "wasm-bindgen",
  "wasm-bindgen-futures",
- "wasm-streams",
+ "wasm-streams 0.5.0",
  "web-sys",
- "webpki-roots",
+]
+
+[[package]]
+name = "reqwest-middleware"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07bc3f1384cffa4f274dad2d4ddd73aed32fed8f786d96c6be8aa4e5fd3c3b58"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "http",
+ "reqwest 0.13.5",
+ "thiserror 2.0.21",
+ "tower-service",
 ]
 
 [[package]]
@@ -5878,7 +6352,7 @@ checksum = "a4689e6c2294d81e88dc6261c768b63bc4fcdb852be6d1352498b114f61383b7"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "libc",
  "untrusted",
  "windows-sys 0.52.0",
@@ -5886,19 +6360,9 @@ dependencies = [
 
 [[package]]
 name = "roaring"
-version = "0.10.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19e8d2cfa184d94d0726d650a9f4a1be7f9b76ac9fdb954219878dc00c1c1e7b"
-dependencies = [
- "bytemuck",
- "byteorder",
-]
-
-[[package]]
-name = "roaring"
-version = "0.11.3"
+version = "0.11.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ba9ce64a8f45d7fc86358410bb1a82e8c987504c0d4900e9141d69a9f26c885"
+checksum = "18bd8a37d17a58532776dcdf6041ce64929adca78e8489d5cacbafe99229d3e1"
 dependencies = [
  "bytemuck",
  "byteorder",
@@ -5912,19 +6376,19 @@ checksum = "4e27ee8bb91ca0adcf0ecb116293afa12d393f9c2b9b9cd54d33e8078fe19839"
 
 [[package]]
 name = "rsa"
-version = "0.9.8"
+version = "0.9.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78928ac1ed176a5ca1d17e578a1825f3d81ca54cf41053a592584b020cfd691b"
+checksum = "b8573f03f5883dcaebdfcf4725caa1ecb9c15b2ef50c43a07b816e06799bb12d"
 dependencies = [
- "const-oid",
- "digest",
+ "const-oid 0.9.6",
+ "digest 0.10.7",
  "num-bigint-dig",
  "num-integer",
  "num-traits",
  "pkcs1",
  "pkcs8",
  "rand_core 0.6.4",
- "sha2",
+ "sha2 0.10.9",
  "signature",
  "spki",
  "subtle",
@@ -5952,21 +6416,11 @@ dependencies = [
  "ordered-multimap",
 ]
 
-[[package]]
-name = "rust-stemmers"
-version = "1.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e46a2036019fdb888131db7a4c847a1063a7493f971ed94ea82c67eada63ca54"
-dependencies = [
- "serde",
- "serde_derive",
-]
-
 [[package]]
 name = "rustc-hash"
-version = "2.1.1"
+version = "2.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "357703d41365b4b27c590e3ed91eabb1b663f07c4c084095e60cbed4362dff0d"
+checksum = "6b1e7f9a428571be2dc5bc0505c13fb6bf936822b894ec87abf8a08a4e51742d"
 
 [[package]]
 name = "rustc_version"
@@ -5979,124 +6433,86 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.38.44"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
-dependencies = [
- "bitflags",
- "errno",
- "libc",
- "linux-raw-sys 0.4.15",
- "windows-sys 0.59.0",
-]
-
-[[package]]
-name = "rustix"
-version = "1.1.2"
+version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd15f8a2c5551a84d56efdc1cd049089e409ac19a3072d5037a17fd70719ff3e"
+checksum = "891efababe418670775f199f0d233d84843c227a0949a883ce15b37c78d6629d"
 dependencies = [
- "bitflags",
+ "bitflags 2.13.2",
  "errno",
  "libc",
- "linux-raw-sys 0.11.0",
- "windows-sys 0.61.1",
+ "linux-raw-sys",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "rustls"
-version = "0.21.12"
+version = "0.23.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f56a14d1f48b391359b22f731fd4bd7e43c97f3c50eee276f3aa09c94784d3e"
-dependencies = [
- "log",
- "ring",
- "rustls-webpki 0.101.7",
- "sct",
-]
-
-[[package]]
-name = "rustls"
-version = "0.23.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd3c25631629d034ce7cd9940adc9d45762d46de2b0f57193c4443b92c6d4d40"
+checksum = "48e13bd8c0e9365c43cfa5c9e8f9ad49d3c8444926c9aac819e0e4dc503c8fdf"
 dependencies = [
  "aws-lc-rs",
  "once_cell",
  "ring",
  "rustls-pki-types",
- "rustls-webpki 0.103.6",
+ "rustls-webpki",
  "subtle",
  "zeroize",
 ]
 
 [[package]]
 name = "rustls-native-certs"
-version = "0.6.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a9aace74cb666635c918e9c12bc0d348266037aa8eb599b5cba565709a8dff00"
-dependencies = [
- "openssl-probe 0.1.6",
- "rustls-pemfile 1.0.4",
- "schannel",
- "security-framework 2.11.1",
-]
-
-[[package]]
-name = "rustls-native-certs"
-version = "0.8.1"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fcff2dd52b58a8d98a70243663a0d234c4e2b79235637849d15913394a247d3"
+checksum = "4a073f5dc7469f984c52ad2752b63b0807745133b6de880b7b64c1ac4c48aec4"
 dependencies = [
- "openssl-probe 0.1.6",
+ "openssl-probe",
  "rustls-pki-types",
  "schannel",
- "security-framework 3.5.1",
-]
-
-[[package]]
-name = "rustls-pemfile"
-version = "1.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c74cae0a4cf6ccbbf5f359f08efdf8ee7e1dc532573bf0db71968cb56b1448c"
-dependencies = [
- "base64 0.21.7",
-]
-
-[[package]]
-name = "rustls-pemfile"
-version = "2.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dce314e5fee3f39953d46bb63bb8a46d40c2f8fb7cc5a3b6cab2bde9721d6e50"
-dependencies = [
- "rustls-pki-types",
+ "security-framework",
 ]
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.12.0"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
+checksum = "2f4925028c7eb5d1fcdaf196971378ed9d2c1c4efc7dc5d011256f76c99c0a96"
 dependencies = [
  "web-time",
  "zeroize",
 ]
 
 [[package]]
-name = "rustls-webpki"
-version = "0.101.7"
+name = "rustls-platform-verifier"
+version = "0.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b6275d1ee7a1cd780b64aca7726599a1dbc893b1e64144529e55c3c2f745765"
+checksum = "1167586491e2b18b8bfbb293e8180ec17c201c4f076d7cb3070ca964e7598f98"
 dependencies = [
- "ring",
- "untrusted",
+ "core-foundation 0.10.1",
+ "core-foundation-sys",
+ "jni",
+ "log",
+ "once_cell",
+ "rustls",
+ "rustls-native-certs",
+ "rustls-platform-verifier-android",
+ "rustls-webpki",
+ "security-framework",
+ "security-framework-sys",
+ "webpki-root-certs",
+ "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "rustls-platform-verifier-android"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eec689c0bc40ff2458a5977b6619cb718087084a18e02a131c599b62d05e1a5f"
+
 [[package]]
 name = "rustls-webpki"
-version = "0.103.6"
+version = "0.103.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8572f3c2cb9934231157b45499fc41e1f58c589fdfb81a844ba873265e80f8eb"
+checksum = "4443b1b6d39d7c663139942cc4558262562d2c84123bb6282ef177009ca8b281"
 dependencies = [
  "aws-lc-rs",
  "ring",
@@ -6106,15 +6522,21 @@ dependencies = [
 
 [[package]]
 name = "rustversion"
-version = "1.0.22"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
+checksum = "cf54715a573b99ac80df0bc206da022bcd442c974952c7b9720069370852e21f"
 
 [[package]]
 name = "ryu"
-version = "1.0.20"
+version = "1.0.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9774ba4a74de5f7b1c1451ed6cd5285a32eddb5cccb8cc655a4e50009e06477f"
+
+[[package]]
+name = "safe-transmute"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
+checksum = "3944826ff8fa8093089aba3acb4ef44b9446a99a16f3bf4e74af3f77d340ab7d"
 
 [[package]]
 name = "salsa20"
@@ -6136,11 +6558,35 @@ dependencies = [
 
 [[package]]
 name = "schannel"
-version = "0.1.28"
+version = "0.1.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9cb23c424d8ee841bb4d813677ca237e2a610067d594fec130f87d6093495ab5"
+dependencies = [
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "schemars"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4cd191f9397d57d581cddd31014772520aa448f65ef991055d7f61582c65165f"
+dependencies = [
+ "dyn-clone",
+ "ref-cast",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "schemars"
+version = "1.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "891d81b926048e76efe18581bf793546b4c0eaf8448d72be8de2bbee5fd166e1"
+checksum = "ab508826f74a77ca9d5aba6ff19b522583ee3eaf28a19384ff3d0e5835fadf6e"
 dependencies = [
- "windows-sys 0.61.1",
+ "dyn-clone",
+ "ref-cast",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
@@ -6163,39 +6609,16 @@ checksum = "0516a385866c09368f0b5bcd1caff3366aace790fcd46e2bb032697bb172fd1f"
 dependencies = [
  "pbkdf2",
  "salsa20",
- "sha2",
-]
-
-[[package]]
-name = "sct"
-version = "0.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da046153aa2352493d6cb7da4b6e5c0c057d8a1d0a9aa8560baffdd945acd414"
-dependencies = [
- "ring",
- "untrusted",
-]
-
-[[package]]
-name = "security-framework"
-version = "2.11.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
-dependencies = [
- "bitflags",
- "core-foundation 0.9.4",
- "core-foundation-sys",
- "libc",
- "security-framework-sys",
+ "sha2 0.10.9",
 ]
 
 [[package]]
 name = "security-framework"
-version = "3.5.1"
+version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b3297343eaf830f66ede390ea39da1d462b6b0c1b000f420d0a83f898bbbe6ef"
+checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
- "bitflags",
+ "bitflags 2.13.2",
  "core-foundation 0.10.1",
  "core-foundation-sys",
  "libc",
@@ -6204,9 +6627,9 @@ dependencies = [
 
 [[package]]
 name = "security-framework-sys"
-version = "2.15.0"
+version = "2.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc1f0cbffaac4852523ce30d8bd3c5cdc873501d96ff467ca09b6767bb8cd5c0"
+checksum = "6ce2691df843ecc5d231c0b14ece2acc3efb62c0a398c7e1d875f3983ce020e3"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -6214,9 +6637,9 @@ dependencies = [
 
 [[package]]
 name = "semver"
-version = "1.0.27"
+version = "1.0.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d767eb0aabc880b29956c35734170f26ed551a859dbd361d140cdbeca61ab1e2"
+checksum = "8a7852d02fc848982e0c167ef163aaff9cd91dc640ba85e263cb1ce46fae51cd"
 
 [[package]]
 name = "seq-macro"
@@ -6226,9 +6649,9 @@ checksum = "1bc711410fbe7399f390ca1c3b60ad0f53f80e95c5eb935e52268a0e2cd49acc"
 
 [[package]]
 name = "serde"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+checksum = "4148590afebada386688f18773da617792bf2ef03ffc1e4cbd2b1d45b023e0ba"
 dependencies = [
  "serde_core",
  "serde_derive",
@@ -6236,46 +6659,46 @@ dependencies = [
 
 [[package]]
 name = "serde_core"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
+checksum = "67dca2c9c51e58a4791a4b1ed58308b39c64224d349a935ab5039aa360942a48"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
+checksum = "e7a5d71263a5a7d47b41f6b3f06ba276f10cc18b0931f1799f710578e2309348"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.145"
+version = "1.0.154"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "402a6f66d8c709116cf22f558eab210f5a50187f702eb4d7e5ef38d9a7f1c79c"
+checksum = "e7e9cc8b1b85264074fbcc02a88680c4096b1e47df8f739dceb03bf482f04bd6"
 dependencies = [
  "itoa",
  "memchr",
- "ryu",
  "serde",
  "serde_core",
+ "zmij",
 ]
 
 [[package]]
 name = "serde_repr"
-version = "0.1.20"
+version = "0.1.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
+checksum = "8d3b1629de253c70a0508c3899572da79ca359fdab27c7920ff00406df418906"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
@@ -6290,15 +6713,59 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "serde_with"
+version = "3.24.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df9adc193c780ef8f159aee8b61e2d5801aaa555e6eb0947fe45530ec506296f"
+dependencies = [
+ "base64 0.23.1",
+ "bs58",
+ "chrono",
+ "hex",
+ "indexmap 1.9.3",
+ "indexmap 2.14.2",
+ "jiff",
+ "schemars 0.9.0",
+ "schemars 1.2.3",
+ "serde_core",
+ "serde_json",
+ "serde_with_macros",
+ "time",
+]
+
+[[package]]
+name = "serde_with_macros"
+version = "3.24.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3e17bbc68e28663bbbb90df47e058aa7eda4fb445b89fe70457bb94fbccf6e49"
+dependencies = [
+ "darling",
+ "proc-macro2",
+ "quote",
+ "syn 3.0.9",
+]
+
 [[package]]
 name = "sha1"
-version = "0.10.6"
+version = "0.10.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a978451301f4db1d02937a4ab3ccce137717b81826e79b7d49ffe3244a13c3b8"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.2.17",
+ "digest 0.10.7",
+]
+
+[[package]]
+name = "sha1"
+version = "0.11.0"
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-checksum = "e3bf829a2d51ab4a5ddf1352d8470c140cadc8301b2ae1789db023f01cedd6ba"
+checksum = "aacc4cc499359472b4abe1bf11d0b12e688af9a805fa5e3016f9a386dc2d0214"
 dependencies = [
  "cfg-if",
- "cpufeatures",
- "digest",
+ "cpufeatures 0.3.1",
+ "digest 0.11.3",
 ]
 
 [[package]]
@@ -6308,8 +6775,19 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
 dependencies = [
  "cfg-if",
- "cpufeatures",
- "digest",
+ "cpufeatures 0.2.17",
+ "digest 0.10.7",
+]
+
+[[package]]
+name = "sha2"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "47d7069beb7d6ac7b9acd1039986e73443f24234f41074da099d6f994ac9ad19"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.3.1",
+ "digest 0.11.3",
 ]
 
 [[package]]
@@ -6323,25 +6801,28 @@ dependencies = [
 
 [[package]]
 name = "shellexpand"
-version = "3.1.1"
+version = "3.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b1fdf65dd6331831494dd616b30351c38e96e45921a27745cf98490458b90bb"
+checksum = "32824fab5e16e6c4d86dc1ba84489390419a39f97699852b66480bb87d297ed8"
 dependencies = [
+ "bstr",
  "dirs",
+ "os_str_bytes",
 ]
 
 [[package]]
 name = "shlex"
-version = "1.3.0"
+version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
+checksum = "f8fadd59c855ef2080decdef8ff161eb6661b86933c9d82e5ba29dc602a55aba"
 
 [[package]]
 name = "signal-hook-registry"
-version = "1.4.6"
+version = "1.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2a4719bff48cee6b39d12c020eeb490953ad2443b7055bd0b21fca26bd8c28b"
+checksum = "c4db69cba1110affc0e9f7bcd48bbf87b3f4fc7c61fc9155afd4c469eb3d6c1b"
 dependencies = [
+ "errno",
  "libc",
 ]
 
@@ -6351,60 +6832,49 @@ version = "2.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "77549399552de45a898a580c1b41d445bf730df867cc44e6c0233bbc4b8329de"
 dependencies = [
- "digest",
+ "digest 0.10.7",
  "rand_core 0.6.4",
 ]
 
 [[package]]
 name = "simd-adler32"
-version = "0.3.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e320a6c5ad31d271ad523dcf3ad13e2767ad8b1cb8f047f75a8aeaf8da139da2"
-
-[[package]]
-name = "simdutf8"
-version = "0.1.5"
+version = "0.3.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
+checksum = "3a219298ac11a56ea9a6d2120044824d6f01aeb034955e7af7bc16858527deea"
 
 [[package]]
-name = "simple_asn1"
-version = "0.6.3"
+name = "simd_cesu8"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "297f631f50729c8c99b84667867963997ec0b50f32b2a7dbcab828ef0541e8bb"
+checksum = "11031e251abf8611c80f460e19dbdeb54a66db918e49c65a7065b46ac7aec520"
 dependencies = [
- "num-bigint",
- "num-traits",
- "thiserror 2.0.17",
- "time",
+ "rustc_version",
+ "simdutf8",
 ]
 
 [[package]]
-name = "siphasher"
-version = "1.0.1"
+name = "simdutf8"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
+checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
 
 [[package]]
-name = "sketches-ddsketch"
-version = "0.3.0"
+name = "siphasher"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1e9a774a6c28142ac54bb25d25562e6bcf957493a184f15ad4eebccb23e410a"
-dependencies = [
- "serde",
-]
+checksum = "33f4fe9184a62d842c9ef383018f3306d8ba224fd9d836f56d7288308847c256"
 
 [[package]]
 name = "slab"
-version = "0.4.11"
+version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a2ae44ef20feb57a68b23d846850f861394c2e02dc425a50098ae8c90267589"
+checksum = "0c790de23124f9ab44544d7ac05d60440adc586479ce501c1d6d7da3cd8c9cf5"
 
 [[package]]
 name = "smallvec"
-version = "1.15.1"
+version = "1.16.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
+checksum = "5b3dc8af474f516a851ff4bd12db780f948b9250ad37211e4eec0bccea54e01b"
 
 [[package]]
 name = "snafu"
@@ -6412,7 +6882,16 @@ version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6e84b3f4eacbf3a1ce05eac6763b4d629d60cbc94d632e4092c54ade71f1e1a2"
 dependencies = [
- "snafu-derive",
+ "snafu-derive 0.8.9",
+]
+
+[[package]]
+name = "snafu"
+version = "0.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e45cb604038abb7b926b679887b3226d8d0f23874b66623625a0454be425a4b7"
+dependencies = [
+ "snafu-derive 0.9.2",
 ]
 
 [[package]]
@@ -6424,42 +6903,44 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
-name = "snap"
-version = "1.1.1"
+name = "snafu-derive"
+version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b"
+checksum = "287f59010008f0d7cf5e3b03196d666c1acc46c8d3e9cf34c28a1a7157601e72"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.119",
+]
 
 [[package]]
-name = "socket2"
-version = "0.5.10"
+name = "snap"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e22376abed350d73dd1cd119b57ffccad95b4e585a7cda43e286245ce23c0678"
-dependencies = [
- "libc",
- "windows-sys 0.52.0",
-]
+checksum = "199905e6153d6405f9728fe44daace35f8f837bbf830bb6e85fbd5828709a886"
 
 [[package]]
 name = "socket2"
-version = "0.6.0"
+version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "233504af464074f9d066d7b5416c5f9b894a5862a6506e306f7b816cdd6f1807"
+checksum = "c3d1e2c7f27f8d4cb10542a02c49005dbd6e93095799d6f3be745fae9f8fedd4"
 dependencies = [
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "spade"
-version = "2.15.0"
+version = "2.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fb313e1c8afee5b5647e00ee0fe6855e3d529eb863a0fdae1d60006c4d1e9990"
+checksum = "9699399fd9349b00b184f5635b074f9ec93afffef30c853f8c875b32c0f8c7fa"
 dependencies = [
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
  "num-traits",
  "robust",
  "smallvec",
@@ -6467,9 +6948,15 @@ dependencies = [
 
 [[package]]
 name = "spin"
-version = "0.9.8"
+version = "0.9.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3763264f6b73151db08c50ff20d7d8a0b8796e021cdea7ceedad07b80155fa0e"
+
+[[package]]
+name = "spin"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
+checksum = "023a211cb3138dbc438680b32560ad89f699977624c9f8dbb95a47d5b4c07dd3"
 
 [[package]]
 name = "spki"
@@ -6483,53 +6970,45 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.58.0"
+version = "0.62.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec4b661c54b1e4b603b37873a18c59920e4c51ea8ea2cf527d925424dbd4437c"
+checksum = "13c6d1b651dc4edf07eead2a0c6c78016ce971bc2c10da5266861b13f25e7cec"
 dependencies = [
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- "recursive",
  "sqlparser_derive",
 ]
 
-[[package]]
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-version = "0.59.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4591acadbcf52f0af60eafbb2c003232b2b4cd8de5f0e9437cb8b1b59046cc0f"
-dependencies = [
- "log",
- "recursive",
-]
-
 [[package]]
 name = "sqlparser_derive"
-version = "0.3.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
+checksum = "a6dd45d8fc1c79299bfbb7190e42ccbbdf6a5f52e4a6ad98d92357ea965bd289"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "stable_deref_trait"
-version = "1.2.0"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6ce2be8dc25455e1f91df71bfa12ad37d7af1092ae736f3a6cd0e37bc7810596"
+
+[[package]]
+name = "static_assertions"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
+checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
 
 [[package]]
-name = "stacker"
-version = "0.1.22"
+name = "statrs"
+version = "0.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1f8b29fb42aafcea4edeeb6b2f2d7ecd0d969c48b4cf0d2e64aafc471dd6e59"
+checksum = "2a3fe7c28c6512e766b0874335db33c94ad7b8f9054228ae1c2abd47ce7d335e"
 dependencies = [
- "cc",
- "cfg-if",
- "libc",
- "psm",
- "windows-sys 0.59.0",
+ "approx",
+ "num-traits",
 ]
 
 [[package]]
@@ -6545,274 +7024,115 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e51f1e89f093f99e7432c491c382b88a6860a5adbe6bf02574bf0a08efff1978"
 
 [[package]]
-name = "strsim"
-version = "0.11.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
-
-[[package]]
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-version = "0.26.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fec0f0aef304996cf250b31b5a10dee7980c85da9d759361292b8bca5a18f06"
-dependencies = [
- "strum_macros 0.26.4",
-]
-
-[[package]]
-name = "strum"
-version = "0.27.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af23d6f6c1a224baef9d3f61e287d2761385a5b88fdab4eb4c6f11aeb54c4bcf"
-dependencies = [
- "strum_macros 0.27.2",
-]
-
-[[package]]
-name = "strum_macros"
-version = "0.26.4"
+name = "stop-words"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c6bee85a5a24955dc440386795aa378cd9cf82acd5f764469152d2270e581be"
+checksum = "c1ed527ae13a020ac2404e32746ecee62d632aafe64f8e0df2bb3545ae96f6d1"
 dependencies = [
- "heck",
- "proc-macro2",
- "quote",
- "rustversion",
- "syn 2.0.106",
+ "serde_json",
 ]
 
 [[package]]
-name = "strum_macros"
-version = "0.27.2"
+name = "strsim"
+version = "0.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7695ce3845ea4b33927c055a39dc438a45b059f7c1b3d91d38d10355fb8cbca7"
-dependencies = [
- "heck",
- "proc-macro2",
- "quote",
- "syn 2.0.106",
-]
+checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
 
 [[package]]
 name = "subtle"
-version = "2.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237"
-dependencies = [
- "proc-macro2",
- "quote",
- "unicode-ident",
-]
-
-[[package]]
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-version = "2.0.106"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ede7c438028d4436d71104916910f5bb611972c5cfd7f89b8300a8186e6fada6"
-dependencies = [
- "proc-macro2",
- "quote",
- "unicode-ident",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263"
-dependencies = [
- "futures-core",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.106",
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-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "core-foundation 0.9.4",
- "system-configuration-sys",
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-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e1d1b10ced5ca923a1fcb8d03e96b8d3268065d724548c0211415ff6ac6bac4"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
-
-[[package]]
-name = "tagptr"
-version = "0.2.0"
+version = "2.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
+checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
-name = "tantivy"
-version = "0.24.2"
+name = "symlink"
+version = "0.1.0"
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- "byteorder",
- "census",
- "crc32fast",
- "crossbeam-channel",
- "downcast-rs",
- "fastdivide",
- "fnv",
- "fs4",
- "htmlescape",
- "hyperloglogplus",
- "itertools 0.14.0",
- "levenshtein_automata",
- "log",
- "lru",
- "lz4_flex",
- "measure_time",
- "memmap2",
- "once_cell",
- "oneshot",
- "rayon",
- "regex",
- "rust-stemmers",
- "rustc-hash",
- "serde",
- "serde_json",
- "sketches-ddsketch",
- "smallvec",
- "tantivy-bitpacker",
- "tantivy-columnar",
- "tantivy-common",
- "tantivy-fst",
- "tantivy-query-grammar",
- "tantivy-stacker",
- "tantivy-tokenizer-api",
- "tempfile",
- "thiserror 2.0.17",
- "time",
- "uuid",
- "winapi",
-]
+checksum = "a7973cce6668464ea31f176d85b13c7ab3bba2cb3b77a2ed26abd7801688010a"
 
 [[package]]
-name = "tantivy-bitpacker"
-version = "0.8.0"
+name = "syn"
+version = "2.0.119"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1adc286a39e089ae9938935cd488d7d34f14502544a36607effd2239ff0e2494"
+checksum = "872831b642d1a07999a962a351ed35b955ea2cfc8f3862091e2a240a84f17297"
 dependencies = [
- "bitpacking",
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
 ]
 
 [[package]]
-name = "tantivy-columnar"
-version = "0.5.0"
+name = "syn"
+version = "3.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6300428e0c104c4f7db6f95b466a6f5c1b9aece094ec57cdd365337908dc7344"
+checksum = "d78c8dee4c7bf0e14673097256fed6142ce9d3b85a408189d07482442145823b"
 dependencies = [
- "downcast-rs",
- "fastdivide",
- "itertools 0.14.0",
- "serde",
- "tantivy-bitpacker",
- "tantivy-common",
- "tantivy-sstable",
- "tantivy-stacker",
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
 ]
 
 [[package]]
-name = "tantivy-common"
-version = "0.9.0"
+name = "sync_wrapper"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e91b6ea6090ce03dc72c27d0619e77185d26cc3b20775966c346c6d4f7e99d7f"
+checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263"
 dependencies = [
- "async-trait",
- "byteorder",
- "ownedbytes",
- "serde",
- "time",
+ "futures-core",
 ]
 
 [[package]]
-name = "tantivy-fst"
-version = "0.5.0"
+name = "synstructure"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d60769b80ad7953d8a7b2c70cdfe722bbcdcac6bccc8ac934c40c034d866fc18"
+checksum = "901704edd0dfe137f1987838ee4f259e4e063c31371bdb423f7ae38ec6f77f02"
 dependencies = [
- "byteorder",
- "regex-syntax",
- "utf8-ranges",
+ "proc-macro2",
+ "quote",
+ "syn 3.0.9",
 ]
 
 [[package]]
-name = "tantivy-query-grammar"
-version = "0.24.0"
+name = "sysinfo"
+version = "0.39.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e810cdeeebca57fc3f7bfec5f85fdbea9031b2ac9b990eb5ff49b371d52bbe6a"
+checksum = "d2071df9448915b71c4fe6d25deaf1c22f12bd234f01540b77312bb8e41361e6"
 dependencies = [
- "nom 7.1.3",
- "serde",
- "serde_json",
+ "libc",
+ "memchr",
+ "ntapi",
+ "objc2-core-foundation",
+ "objc2-io-kit",
+ "objc2-open-directory",
+ "windows",
 ]
 
 [[package]]
-name = "tantivy-sstable"
-version = "0.5.0"
+name = "system-configuration"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "709f22c08a4c90e1b36711c1c6cad5ae21b20b093e535b69b18783dd2cb99416"
+checksum = "a13f3d0daba03132c0aa9767f98351b3488edc2c100cda2d2ec2b04f3d8d3c8b"
 dependencies = [
- "futures-util",
- "itertools 0.14.0",
- "tantivy-bitpacker",
- "tantivy-common",
- "tantivy-fst",
- "zstd",
+ "bitflags 2.13.2",
+ "core-foundation 0.9.4",
+ "system-configuration-sys",
 ]
 
 [[package]]
-name = "tantivy-stacker"
-version = "0.5.0"
+name = "system-configuration-sys"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2bcdebb267671311d1e8891fd9d1301803fdb8ad21ba22e0a30d0cab49ba59c1"
+checksum = "8e1d1b10ced5ca923a1fcb8d03e96b8d3268065d724548c0211415ff6ac6bac4"
 dependencies = [
- "murmurhash32",
- "rand_distr 0.4.3",
- "tantivy-common",
+ "core-foundation-sys",
+ "libc",
 ]
 
 [[package]]
-name = "tantivy-tokenizer-api"
-version = "0.5.0"
+name = "tagptr"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfa942fcee81e213e09715bbce8734ae2180070b97b33839a795ba1de201547d"
-dependencies = [
- "serde",
-]
+checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
 
 [[package]]
 name = "tap"
@@ -6822,15 +7142,15 @@ checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
 
 [[package]]
 name = "tempfile"
-version = "3.23.0"
+version = "3.27.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2d31c77bdf42a745371d260a26ca7163f1e0924b64afa0b688e61b5a9fa02f16"
+checksum = "32497e9a4c7b38532efcdebeef879707aa9f794296a4f0244f6f69e9bc8574bd"
 dependencies = [
  "fastrand",
- "getrandom 0.3.3",
+ "getrandom 0.4.3",
  "once_cell",
- "rustix 1.1.2",
- "windows-sys 0.61.1",
+ "rustix",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -6844,11 +7164,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.17"
+version = "2.0.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f63587ca0f12b72a0600bcba1d40081f830876000bb46dd2337a3051618f4fc8"
+checksum = "09e52cb86a36cede5cb101bf8908837b3e4c6e5e59fe7fd85c23fb56200d189e"
 dependencies = [
- "thiserror-impl 2.0.17",
+ "thiserror-impl 2.0.21",
 ]
 
 [[package]]
@@ -6859,18 +7179,18 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.17"
+version = "2.0.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ff15c8ecd7de3849db632e14d18d2571fa09dfc5ed93479bc4485c7a517c913"
+checksum = "fe5197923287db20a58125f0bc85c062f7f2c892de97b18c356f9efb14b28524"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
@@ -6884,9 +7204,9 @@ dependencies = [
 
 [[package]]
 name = "thread_local"
-version = "1.1.9"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
+checksum = "1ad99c4c6d32803332c548b1af0540b357b3f5fc0be8f6c6bfe8b2e6ae784070"
 dependencies = [
  "cfg-if",
 ]
@@ -6904,30 +7224,29 @@ dependencies = [
 
 [[package]]
 name = "time"
-version = "0.3.44"
+version = "0.3.55"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e7d9e3bb61134e77bde20dd4825b97c010155709965fedf0f49bb138e52a9d"
+checksum = "cdb87b95ec50ddfa440816d227a17b2ccbdda963a316a727fda0fc4334f7d134"
 dependencies = [
  "deranged",
- "itoa",
  "num-conv",
  "powerfmt",
- "serde",
+ "serde_core",
  "time-core",
  "time-macros",
 ]
 
 [[package]]
 name = "time-core"
-version = "0.1.6"
+version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40868e7c1d2f0b8d73e4a8c7f0ff63af4f6d19be117e90bd73eb1d62cf831c6b"
+checksum = "9e1c906769ad99c88eaa54e728060edef082f8e358ff32030cb7c7d315e81109"
 
 [[package]]
 name = "time-macros"
-version = "0.2.24"
+version = "0.2.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30cfb0125f12d9c277f35663a0a33f8c30190f4e4574868a330595412d34ebf3"
+checksum = "7e689342a48d2ea927c87ea50cabf8594854bf940e9310208848d680d668ed85"
 dependencies = [
  "num-conv",
  "time-core",
@@ -6944,11 +7263,12 @@ dependencies = [
 
 [[package]]
 name = "tinystr"
-version = "0.8.1"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d4f6d1145dcb577acf783d4e601bc1d76a13337bb54e6233add580b07344c8b"
+checksum = "abc840c238154d58f9e86b2792261edfde565a17696e1cda1a449de27979801a"
 dependencies = [
  "displaydoc",
+ "serde_core",
  "zerovec",
 ]
 
@@ -6964,117 +7284,124 @@ dependencies = [
 
 [[package]]
 name = "tinyvec"
-version = "1.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa5fdc3bce6191a1dbc8c02d5c8bffcf557bafa17c124c5264a458f1b0613fa"
-dependencies = [
- "tinyvec_macros",
-]
-
-[[package]]
-name = "tinyvec_macros"
-version = "0.1.1"
+version = "1.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
+checksum = "fd3ca314f692efd6c868f8408f53fe444634a845f96c028b97d35f6a1f79f0ee"
 
 [[package]]
 name = "tokio"
-version = "1.48.0"
+version = "1.54.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff360e02eab121e0bc37a2d3b4d4dc622e6eda3a8e5253d5435ecf5bd4c68408"
+checksum = "b52fd3255258d26fac7264ab5a76b53c13367136dc011d3d6ad4f8ed070396a3"
 dependencies = [
  "bytes",
  "libc",
  "mio",
- "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2 0.6.0",
+ "socket2",
  "tokio-macros",
- "windows-sys 0.61.1",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "tokio-macros"
-version = "2.6.0"
+version = "2.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
+checksum = "78773a2a397f451582ce068015985c33193cf6dea8b74d2a639fe457b2f07b0e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
-]
-
-[[package]]
-name = "tokio-native-tls"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbae76ab933c85776efabc971569dd6119c580d8f5d448769dec1764bf796ef2"
-dependencies = [
- "native-tls",
- "tokio",
+ "syn 3.0.9",
 ]
 
 [[package]]
-name = "tokio-rustls"
-version = "0.24.1"
+name = "tokio-retry"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c28327cf380ac148141087fbfb9de9d7bd4e84ab5d2c28fbc911d753de8a7081"
+checksum = "4a129d95275ebf4c493ec53bf0f8cd95f5ac161bc4f381700809a54f595d4470"
 dependencies = [
- "rustls 0.21.12",
+ "pin-project-lite",
+ "rand 0.10.3",
  "tokio",
 ]
 
 [[package]]
 name = "tokio-rustls"
-version = "0.26.4"
+version = "0.26.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1729aa945f29d91ba541258c8df89027d5792d85a8841fb65e8bf0f4ede4ef61"
+checksum = "c9cc2678c2cdd569ef8215e2afd7954ada2ae20b4fdd2c5fe6139a3b02d105db"
 dependencies = [
- "rustls 0.23.32",
+ "rustls",
  "tokio",
 ]
 
 [[package]]
 name = "tokio-stream"
-version = "0.1.17"
+version = "0.1.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eca58d7bba4a75707817a2c44174253f9236b2d5fbd055602e9d5c07c139a047"
+checksum = "a3d06f0b082ba57c26b79407372e57cf2a1e28124f78e9479fe80322cf53420b"
 dependencies = [
  "futures-core",
  "pin-project-lite",
  "tokio",
+ "tokio-util",
 ]
 
 [[package]]
 name = "tokio-util"
-version = "0.7.16"
+version = "0.7.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "14307c986784f72ef81c89db7d9e28d6ac26d16213b109ea501696195e6e3ce5"
+checksum = "e464cf451ba96ebfc6f9b6542f17ee8b8956e33f1e40d9690624e59d7a7f8a4b"
 dependencies = [
  "bytes",
  "futures-core",
  "futures-sink",
+ "libc",
  "pin-project-lite",
  "tokio",
 ]
 
+[[package]]
+name = "tokio_with_wasm"
+version = "0.8.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34e40fbbbd95441133fe9483f522db15dbfd26dc636164ebd8f2dd28759a6aa6"
+dependencies = [
+ "js-sys",
+ "tokio",
+ "tokio_with_wasm_proc",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
+]
+
+[[package]]
+name = "tokio_with_wasm_proc"
+version = "0.8.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d01145a2c788d6aae4cd653afec1e8332534d7d783d01897cefcafe4428de992"
+dependencies = [
+ "quote",
+ "syn 2.0.119",
+]
+
 [[package]]
 name = "toml_datetime"
-version = "0.7.5+spec-1.1.0"
+version = "1.1.2+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92e1cfed4a3038bc5a127e35a2d360f145e1f4b971b551a2ba5fd7aedf7e1347"
+checksum = "2b86d767906c6c42421dcba507eb9d203e779497710a47782a224bb871653053"
 dependencies = [
  "serde_core",
 ]
 
 [[package]]
 name = "toml_edit"
-version = "0.23.10+spec-1.0.0"
+version = "0.25.17+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "84c8b9f757e028cee9fa244aea147aab2a9ec09d5325a9b01e0a49730c2b5269"
+checksum = "e3641d5bbb5349a79e1020a242d251efbc546ad8048d133958323ce9c40a9c9c"
 dependencies = [
- "indexmap",
+ "indexmap 2.14.2",
  "toml_datetime",
  "toml_parser",
  "winnow",
@@ -7082,49 +7409,90 @@ dependencies = [
 
 [[package]]
 name = "toml_parser"
-version = "1.0.6+spec-1.1.0"
+version = "1.1.5+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a3198b4b0a8e11f09dd03e133c0280504d0801269e9afa46362ffde1cbeebf44"
+checksum = "baa693a8032d7e1cada7d0041e96126df243179ff061456783ac7f12bda4744c"
 dependencies = [
  "winnow",
 ]
 
+[[package]]
+name = "tonic"
+version = "0.14.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac2a5518c70fa84342385732db33fb3f44bc4cc748936eb5833d2df34d6445ef"
+dependencies = [
+ "async-trait",
+ "base64 0.22.1",
+ "bytes",
+ "http",
+ "http-body",
+ "http-body-util",
+ "hyper",
+ "hyper-timeout",
+ "hyper-util",
+ "percent-encoding",
+ "pin-project",
+ "sync_wrapper",
+ "tokio",
+ "tokio-stream",
+ "tower",
+ "tower-layer",
+ "tower-service",
+ "tracing",
+]
+
+[[package]]
+name = "tonic-prost"
+version = "0.14.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "50849f68853be452acf590cde0b146665b8d507b3b8af17261df47e02c209ea0"
+dependencies = [
+ "bytes",
+ "prost",
+ "tonic",
+]
+
 [[package]]
 name = "tower"
-version = "0.5.2"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
+checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
+ "indexmap 2.14.2",
  "pin-project-lite",
+ "slab",
  "sync_wrapper",
  "tokio",
+ "tokio-util",
  "tower-layer",
  "tower-service",
+ "tracing",
 ]
 
 [[package]]
 name = "tower-http"
-version = "0.6.8"
+version = "0.6.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4e6559d53cc268e5031cd8429d05415bc4cb4aefc4aa5d6cc35fbf5b924a1f8"
+checksum = "4cfcf7e2740e6fc6d4d688b4ef00650406bb94adf4731e43c096c3a19fe40840"
 dependencies = [
  "async-compression",
- "bitflags",
+ "bitflags 2.13.2",
  "bytes",
  "futures-core",
  "futures-util",
- "http 1.3.1",
- "http-body 1.0.1",
+ "http",
+ "http-body",
  "http-body-util",
- "iri-string",
  "pin-project-lite",
  "tokio",
  "tokio-util",
  "tower",
  "tower-layer",
  "tower-service",
+ "url",
 ]
 
 [[package]]
@@ -7141,32 +7509,44 @@ checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
-version = "0.1.41"
+version = "0.1.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0"
+checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
- "log",
  "pin-project-lite",
  "tracing-attributes",
  "tracing-core",
 ]
 
+[[package]]
+name = "tracing-appender"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "050686193eb999b4bb3bc2acfa891a13da00f79734704c4b8b4ef1a10b368a3c"
+dependencies = [
+ "crossbeam-channel",
+ "symlink",
+ "thiserror 2.0.21",
+ "time",
+ "tracing-subscriber",
+]
+
 [[package]]
 name = "tracing-attributes"
-version = "0.1.30"
+version = "0.1.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "tracing-core"
-version = "0.1.34"
+version = "0.1.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9d12581f227e93f094d3af2ae690a574abb8a2b9b7a96e7cfe9647b2b617678"
+checksum = "db97caf9d906fbde555dd62fa95ddba9eecfd14cb388e4f491a66d74cd5fb79a"
 dependencies = [
  "once_cell",
  "valuable",
@@ -7183,22 +7563,35 @@ dependencies = [
  "tracing-core",
 ]
 
+[[package]]
+name = "tracing-serde"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "704b1aeb7be0d0a84fc9828cae51dab5970fee5088f83d1dd7ee6f6246fc6ff1"
+dependencies = [
+ "serde",
+ "tracing-core",
+]
+
 [[package]]
 name = "tracing-subscriber"
-version = "0.3.20"
+version = "0.3.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2054a14f5307d601f88daf0553e1cbf472acc4f2c51afab632431cdcd72124d5"
+checksum = "cb7f578e5945fb242538965c2d0b04418d38ec25c79d160cd279bf0731c8d319"
 dependencies = [
  "matchers",
  "nu-ansi-term",
  "once_cell",
  "regex-automata",
+ "serde",
+ "serde_json",
  "sharded-slab",
  "smallvec",
  "thread_local",
  "tracing",
  "tracing-core",
  "tracing-log",
+ "tracing-serde",
 ]
 
 [[package]]
@@ -7209,42 +7602,57 @@ checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
 [[package]]
 name = "twox-hash"
-version = "2.1.2"
+version = "2.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ea3136b675547379c4bd395ca6b938e5ad3c3d20fad76e7fe85f9e0d011419c"
+checksum = "86a801b3cea342a06d468c8710662aa29e5e05e4f5c0d62f00bbb7f2ad7941c2"
 dependencies = [
- "rand 0.9.2",
+ "rand 0.10.3",
 ]
 
 [[package]]
 name = "typenum"
-version = "1.18.0"
+version = "1.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6f5e870be6c3b371b77fe0ee0bafb859fa4964b4404c27de1d380043c4dda20"
+
+[[package]]
+name = "typewit"
+version = "1.15.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1dccffe3ce07af9386bfd29e80c0ab1a8205a2fc34e4bcd40364df902cfa8f3f"
+checksum = "214ca0b2191785cbc06209b9ca1861e048e39b5ba33574b3cedd58363d5bb5f6"
 
 [[package]]
 name = "unicase"
-version = "2.8.1"
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 [[package]]
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+checksum = "a2c754d6c33795a1c324727428e5a7dedb5b06195f9890bdbcba760d3e246563"
+
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+checksum = "75cd3fb03d5288b3ba9a1ee103ac7e9cbb59f0b03d64f8ddfcc04dd42758a85d"
+dependencies = [
+ "tinyvec",
+]
 
 [[package]]
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-checksum = "f6ccf251212114b54433ec949fd6a7841275f9ada20dddd2f29e9ceea4501493"
+checksum = "c6f5d3c3b1bf09027a88a6bc961fc00497d651009560b5463668dc81b0fa87a8"
 
 [[package]]
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+checksum = "b4ac048d71ede7ee76d585517add45da530660ef4390e49b098733c6e897f254"
 
 [[package]]
 name = "untrusted"
@@ -7254,9 +7662,9 @@ checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
 
 [[package]]
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-version = "2.5.7"
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-checksum = "08bc136a29a3d1758e07a9cca267be308aeebf5cfd5a10f3f67ab2097683ef5b"
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 dependencies = [
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@@ -7284,59 +7692,22 @@ checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
 
 [[package]]
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-version = "1.18.1"
+version = "1.28.0"
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-checksum = "2f87b8aa10b915a06587d0dec516c282ff295b475d94abf425d62b57710070a2"
+checksum = "7cc1186384beb7dd8eedea376413fd654937285ea6c9cfbb928dc3043ea4b606"
 dependencies = [
- "getrandom 0.3.3",
+ "getrandom 0.4.3",
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- "rand 0.9.2",
- "serde",
+ "serde_core",
  "wasm-bindgen",
 ]
 
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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- "serde",
- "serde_derive",
- "serde_json",
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- "validator_derive",
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-
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- "proc-macro2",
- "quote",
- "syn 2.0.106",
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-
 [[package]]
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-
 [[package]]
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 version = "0.9.5"
@@ -7361,9 +7732,9 @@ dependencies = [
 
 [[package]]
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-version = "0.3.1"
+version = "0.3.2"
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+checksum = "ec4cdd0dd910afe868b7ef477227d8d538b46b3075031afee8a9f2acb0a2ed0b"
 dependencies = [
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@@ -7385,58 +7756,51 @@ dependencies = [
 
 [[package]]
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+version = "1.0.4+wasi-0.2.12"
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-checksum = "0562428422c63773dad2c345a1882263bbf4d65cf3f42e90921f787ef5ad58e7"
+checksum = "b67efb37e106e55ce722a510d6b5f9c17f083e5fc79afc2badeb12cc313d9487"
 dependencies = [
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 ]
 
 [[package]]
-name = "wasm-bindgen"
-version = "0.2.104"
+name = "wasite"
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-checksum = "c1da10c01ae9f1ae40cbfac0bac3b1e724b320abfcf52229f80b547c0d250e2d"
+checksum = "66fe902b4a6b8028a753d5424909b764ccf79b7a209eac9bf97e59cda9f71a42"
 dependencies = [
- "cfg-if",
- "once_cell",
- "rustversion",
- "wasm-bindgen-macro",
- "wasm-bindgen-shared",
+ "wasi 0.14.7+wasi-0.2.4",
 ]
 
 [[package]]
-name = "wasm-bindgen-backend"
-version = "0.2.104"
+name = "wasm-bindgen"
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-checksum = "671c9a5a66f49d8a47345ab942e2cb93c7d1d0339065d4f8139c486121b43b19"
+checksum = "9bb54f33acc68fd454578d9820b0bde1a1a3d17aa17bb7b6595806d02886d409"
 dependencies = [
- "bumpalo",
- "log",
- "proc-macro2",
- "quote",
- "syn 2.0.106",
+ "cfg-if",
+ "once_cell",
+ "rustversion",
+ "wasm-bindgen-macro",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
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-version = "0.4.54"
+version = "0.4.79"
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-checksum = "7e038d41e478cc73bae0ff9b36c60cff1c98b8f38f8d7e8061e79ee63608ac5c"
+checksum = "3cbab34de2d982e9b48e18d216d04c4a6f641066ff19ffb699980f591ee3610e"
 dependencies = [
- "cfg-if",
  "js-sys",
- "once_cell",
+ "tokio",
  "wasm-bindgen",
- "web-sys",
 ]
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.104"
+version = "0.2.129"
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-checksum = "7ca60477e4c59f5f2986c50191cd972e3a50d8a95603bc9434501cf156a9a119"
+checksum = "2e29d0c35b16e224a7eeb5cd2d25e3e1968fbd65604117b44d3b789d00ee8535"
 dependencies = [
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@@ -7444,31 +7808,44 @@ dependencies = [
 
 [[package]]
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-version = "0.2.104"
+version = "0.2.129"
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-checksum = "9f07d2f20d4da7b26400c9f4a0511e6e0345b040694e8a75bd41d578fa4421d7"
+checksum = "6f501a8bc3719dba86ef8ae4728879c08001bea749eb1333ac5b91e040e2a6b7"
 dependencies = [
+ "bumpalo",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
- "wasm-bindgen-backend",
+ "syn 3.0.9",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
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-version = "0.2.104"
+version = "0.2.129"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23f0c9c52aa7cd7d77769a4cfe2a9adb1b331f489a41d912ce14513d5ab995c6"
+dependencies = [
+ "unicode-ident",
+]
+
+[[package]]
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-checksum = "bad67dc8b2a1a6e5448428adec4c3e84c43e561d8c9ee8a9e5aabeb193ec41d1"
+checksum = "15053d8d85c7eccdbefef60f06769760a563c7f0a9d6902a13d35c7800b0ad65"
 dependencies = [
- "unicode-ident",
+ "futures-util",
+ "js-sys",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
 ]
 
 [[package]]
 name = "wasm-streams"
-version = "0.4.2"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15053d8d85c7eccdbefef60f06769760a563c7f0a9d6902a13d35c7800b0ad65"
+checksum = "9d1ec4f6517c9e11ae630e200b2b65d193279042e28edd4a2cda233e46670bbb"
 dependencies = [
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@@ -7479,9 +7856,9 @@ dependencies = [
 
 [[package]]
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-version = "0.3.81"
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-checksum = "9367c417a924a74cae129e6a2ae3b47fabb1f8995595ab474029da749a8be120"
+checksum = "88261b9deccee56594c11a3460c462c41f58d148598fe70ad77070126a68aba4"
 dependencies = [
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@@ -7498,14 +7875,27 @@ dependencies = [
 ]
 
 [[package]]
-name = "webpki-roots"
-version = "1.0.2"
+name = "webpki-root-certs"
+version = "1.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e8983c3ab33d6fb807cfcdad2491c4ea8cbc8ed839181c7dfd9c67c83e261b2"
+checksum = "58ec80e73fd8baf57bf0d9615554c75348bda990d6d5bbeab964dd068319fecb"
 dependencies = [
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 ]
 
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "626c4bac6755d76ffc12cb01b2eac751db1996b9e0041de9aa02c8c211ddc82c"
+dependencies = [
+ "libc",
+ "libredox",
+ "objc2-system-configuration",
+ "wasite",
+ "web-sys",
+]
+
 [[package]]
 name = "winapi"
 version = "0.3.9"
@@ -7528,7 +7918,7 @@ version = "0.1.11"
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 checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
 dependencies = [
- "windows-sys 0.61.1",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -7539,152 +7929,114 @@ checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
 [[package]]
 name = "windows"
-version = "0.61.3"
+version = "0.62.2"
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-checksum = "9babd3a767a4c1aef6900409f85f5d53ce2544ccdfaa86dad48c91782c6d6893"
+checksum = "527fadee13e0c05939a6a05d5bd6eec6cd2e3dbd648b9f8e447c6518133d8580"
 dependencies = [
  "windows-collections",
- "windows-core 0.61.2",
+ "windows-core",
  "windows-future",
- "windows-link 0.1.3",
  "windows-numerics",
 ]
 
 [[package]]
 name = "windows-collections"
-version = "0.2.0"
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-dependencies = [
- "windows-core 0.61.2",
-]
-
-[[package]]
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-version = "0.61.2"
+version = "0.3.2"
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-checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
+checksum = "23b2d95af1a8a14a3c7367e1ed4fc9c20e0a26e79551b1454d72583c97cc6610"
 dependencies = [
- "windows-implement",
- "windows-interface",
- "windows-link 0.1.3",
- "windows-result 0.3.4",
- "windows-strings 0.4.2",
+ "windows-core",
 ]
 
 [[package]]
 name = "windows-core"
-version = "0.62.1"
+version = "0.62.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6844ee5416b285084d3d3fffd743b925a6c9385455f64f6d4fa3031c4c2749a9"
+checksum = "b8e83a14d34d0623b51dce9581199302a221863196a1dde71a7663a4c2be9deb"
 dependencies = [
  "windows-implement",
  "windows-interface",
- "windows-link 0.2.0",
- "windows-result 0.4.0",
- "windows-strings 0.5.0",
+ "windows-link",
+ "windows-result",
+ "windows-strings",
 ]
 
 [[package]]
 name = "windows-future"
-version = "0.2.1"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc6a41e98427b19fe4b73c550f060b59fa592d7d686537eebf9385621bfbad8e"
+checksum = "e1d6f90251fe18a279739e78025bd6ddc52a7e22f921070ccdc67dde84c605cb"
 dependencies = [
- "windows-core 0.61.2",
- "windows-link 0.1.3",
+ "windows-core",
+ "windows-link",
  "windows-threading",
 ]
 
 [[package]]
 name = "windows-implement"
-version = "0.60.1"
+version = "0.60.2"
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-checksum = "edb307e42a74fb6de9bf3a02d9712678b22399c87e6fa869d6dfcd8c1b7754e0"
+checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
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  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
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 [[package]]
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+version = "0.59.3"
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+checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
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- "syn 2.0.106",
+ "syn 2.0.119",
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 [[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-
-[[package]]
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+checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
 
 [[package]]
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 dependencies = [
- "windows-core 0.61.2",
- "windows-link 0.1.3",
+ "windows-core",
+ "windows-link",
 ]
 
 [[package]]
 name = "windows-registry"
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "windows-result 0.3.4",
- "windows-strings 0.4.2",
-]
-
-[[package]]
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+checksum = "02752bf7fbdcce7f2a27a742f798510f3e5ad88dbe84871e5168e2120c3d5720"
 dependencies = [
- "windows-link 0.1.3",
+ "windows-link",
+ "windows-result",
+ "windows-strings",
 ]
 
 [[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "windows-link 0.2.0",
-]
-
-[[package]]
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-version = "0.4.2"
+version = "0.4.1"
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-checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
+checksum = "7781fa89eaf60850ac3d2da7af8e5242a5ea78d1a11c49bf2910bb5a73853eb5"
 dependencies = [
- "windows-link 0.1.3",
+ "windows-link",
 ]
 
 [[package]]
 name = "windows-strings"
-version = "0.5.0"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7218c655a553b0bed4426cf54b20d7ba363ef543b52d515b3e48d7fd55318dda"
+checksum = "7837d08f69c77cf6b07689544538e017c1bfcf57e34b4c0ff58e6c2cd3b37091"
 dependencies = [
- "windows-link 0.2.0",
+ "windows-link",
 ]
 
 [[package]]
@@ -7693,34 +8045,16 @@ version = "0.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
 dependencies = [
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-]
-
-[[package]]
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-dependencies = [
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-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
-dependencies = [
- "windows-targets 0.53.4",
+ "windows-targets",
 ]
 
 [[package]]
 name = "windows-sys"
-version = "0.61.1"
+version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6f109e41dd4a3c848907eb83d5a42ea98b3769495597450cf6d153507b166f0f"
+checksum = "ae137229bcbd6cdf0f7b80a31df61766145077ddf49416a728b02cb3921ff3fc"
 dependencies = [
- "windows-link 0.2.0",
+ "windows-link",
 ]
 
 [[package]]
@@ -7729,40 +8063,23 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
 dependencies = [
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- "windows_i686_gnu 0.52.6",
- "windows_i686_gnullvm 0.52.6",
- "windows_i686_msvc 0.52.6",
- "windows_x86_64_gnu 0.52.6",
- "windows_x86_64_gnullvm 0.52.6",
- "windows_x86_64_msvc 0.52.6",
-]
-
-[[package]]
-name = "windows-targets"
-version = "0.53.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2d42b7b7f66d2a06854650af09cfdf8713e427a439c97ad65a6375318033ac4b"
-dependencies = [
- "windows-link 0.2.0",
- "windows_aarch64_gnullvm 0.53.0",
- "windows_aarch64_msvc 0.53.0",
- "windows_i686_gnu 0.53.0",
- "windows_i686_gnullvm 0.53.0",
- "windows_i686_msvc 0.53.0",
- "windows_x86_64_gnu 0.53.0",
- "windows_x86_64_gnullvm 0.53.0",
- "windows_x86_64_msvc 0.53.0",
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
 ]
 
 [[package]]
 name = "windows-threading"
-version = "0.1.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b66463ad2e0ea3bbf808b7f1d371311c80e115c0b71d60efc142cafbcfb057a6"
+checksum = "3949bd5b99cafdf1c7ca86b43ca564028dfe27d66958f2470940f73d86d75b37"
 dependencies = [
- "windows-link 0.1.3",
+ "windows-link",
 ]
 
 [[package]]
@@ -7771,139 +8088,68 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
-[[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "86b8d5f90ddd19cb4a147a5fa63ca848db3df085e25fee3cc10b39b6eebae764"
-
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7651a1f62a11b8cbd5e0d42526e55f2c99886c77e007179efff86c2b137e66c"
-
 [[package]]
 name = "windows_i686_gnu"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
-[[package]]
-name = "windows_i686_gnu"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1dc67659d35f387f5f6c479dc4e28f1d4bb90ddd1a5d3da2e5d97b42d6272c3"
-
 [[package]]
 name = "windows_i686_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
-[[package]]
-name = "windows_i686_gnullvm"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ce6ccbdedbf6d6354471319e781c0dfef054c81fbc7cf83f338a4296c0cae11"
-
 [[package]]
 name = "windows_i686_msvc"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
-[[package]]
-name = "windows_i686_msvc"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "581fee95406bb13382d2f65cd4a908ca7b1e4c2f1917f143ba16efe98a589b5d"
-
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2e55b5ac9ea33f2fc1716d1742db15574fd6fc8dadc51caab1c16a3d3b4190ba"
-
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a6e035dd0599267ce1ee132e51c27dd29437f63325753051e71dd9e42406c57"
-
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
-
 [[package]]
 name = "winnow"
-version = "0.7.14"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a5364e9d77fcdeeaa6062ced926ee3381faa2ee02d3eb83a5c27a8825540829"
+checksum = "23b97319f7b8343df12cc98938e5c3eb436064524c8d2b4e30a1d3a36eecdf81"
 dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "wiremock"
-version = "0.6.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08db1edfb05d9b3c1542e521aea074442088292f00b5f28e435c714a98f85031"
-dependencies = [
- "assert-json-diff",
- "base64 0.22.1",
- "deadpool",
- "futures",
- "http 1.3.1",
- "http-body-util",
- "hyper 1.7.0",
- "hyper-util",
- "log",
- "once_cell",
- "regex",
- "serde",
- "serde_json",
- "tokio",
- "url",
-]
-
 [[package]]
 name = "wit-bindgen"
-version = "0.46.0"
+version = "0.57.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f17a85883d4e6d00e8a97c586de764dabcc06133f7f1d55dce5cdc070ad7fe59"
+checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
 
 [[package]]
 name = "wkb"
-version = "0.9.2"
+version = "0.9.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a120b336c7ad17749026d50427c23d838ecb50cd64aaea6254b5030152f890a9"
+checksum = "04ab2f2845abe967a213998446345a1a6fc9a8f318cd88f668a8e507861d13bc"
 dependencies = [
  "byteorder",
  "geo-traits",
@@ -7926,9 +8172,9 @@ dependencies = [
 
 [[package]]
 name = "writeable"
-version = "0.6.1"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
+checksum = "3ad82d2a33cdc9674dc7465672f271e096168fcdbe0f799d9e6db8c5892679dc"
 
 [[package]]
 name = "wyz"
@@ -7940,33 +8186,166 @@ dependencies = [
 ]
 
 [[package]]
-name = "xmlparser"
-version = "0.13.6"
+name = "xet-client"
+version = "1.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66fee0b777b0f5ac1c69bb06d361268faafa61cd4682ae064a171c16c433e9e4"
+checksum = "15500e5fc9e17be15224f9e34cb07d41fb2805d9dbbf7bd3507c982fd1eb3efd"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "base64 0.22.1",
+ "bytes",
+ "chrono",
+ "crc32fast",
+ "futures",
+ "http",
+ "hyper",
+ "more-asserts",
+ "rand 0.10.3",
+ "redb",
+ "reqwest 0.13.5",
+ "reqwest-middleware",
+ "serde",
+ "serde_json",
+ "serde_repr",
+ "statrs",
+ "tempfile",
+ "thiserror 2.0.21",
+ "tokio",
+ "tokio-retry",
+ "tokio_with_wasm",
+ "tracing",
+ "url",
+ "urlencoding",
+ "uuid",
+ "web-time",
+ "xet-core-structures",
+ "xet-runtime",
+]
 
 [[package]]
-name = "xxhash-rust"
-version = "0.8.15"
+name = "xet-core-structures"
+version = "1.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
+checksum = "5080d5803c8bf15fa56ef934050a46b225801bad3ea4cb8bb3c46c5c37976516"
+dependencies = [
+ "async-trait",
+ "base64 0.22.1",
+ "blake3",
+ "bytemuck",
+ "bytes",
+ "countio",
+ "futures",
+ "futures-util",
+ "getrandom 0.4.3",
+ "heapify",
+ "itertools 0.14.0",
+ "lz4_flex",
+ "more-asserts",
+ "rand 0.10.3",
+ "regex",
+ "safe-transmute",
+ "serde",
+ "static_assertions",
+ "thiserror 2.0.21",
+ "tokio",
+ "tokio-util",
+ "tracing",
+ "uuid",
+ "web-time",
+ "xet-runtime",
+]
 
 [[package]]
-name = "xz2"
-version = "0.1.7"
+name = "xet-data"
+version = "1.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1287a1657fb67de846030f6605a9960dcdad401c467b490657e6e909d2e0d1c0"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "bytes",
+ "chrono",
+ "gearhash",
+ "http",
+ "itertools 0.14.0",
+ "more-asserts",
+ "rand 0.10.3",
+ "serde",
+ "serde_json",
+ "sha2 0.11.1",
+ "tempfile",
+ "thiserror 2.0.21",
+ "tokio",
+ "tokio-util",
+ "tokio_with_wasm",
+ "tracing",
+ "url",
+ "uuid",
+ "web-time",
+ "xet-client",
+ "xet-core-structures",
+ "xet-runtime",
+]
+
+[[package]]
+name = "xet-runtime"
+version = "1.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "388c44dc09d76f1536602ead6d325eb532f5c122f17782bd57fb47baeeb767e2"
+checksum = "921953c885ce83e02b21e8d26444b75c78c9e83076699ced08d5c6fc1cdb48ac"
 dependencies = [
- "lzma-sys",
+ "anyhow",
+ "async-trait",
+ "bytes",
+ "chrono",
+ "colored",
+ "const-str",
+ "ctor",
+ "dirs",
+ "futures",
+ "git-version",
+ "humantime",
+ "konst",
+ "libc",
+ "more-asserts",
+ "oneshot",
+ "pin-project",
+ "rand 0.10.3",
+ "reqwest 0.13.5",
+ "serde",
+ "serde_json",
+ "shellexpand",
+ "sysinfo",
+ "thiserror 2.0.21",
+ "tokio",
+ "tokio-util",
+ "tokio_with_wasm",
+ "tracing",
+ "tracing-appender",
+ "tracing-subscriber",
+ "web-time",
+ "whoami",
+ "winapi",
 ]
 
+[[package]]
+name = "xmlparser"
+version = "0.13.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "66fee0b777b0f5ac1c69bb06d361268faafa61cd4682ae064a171c16c433e9e4"
+
+[[package]]
+name = "xxhash-rust"
+version = "0.8.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "550a2b930b62486a393c52d5c3b84bff264b28aa437ed64694d31e93b1757af7"
+
 [[package]]
 name = "yoke"
-version = "0.8.0"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
+checksum = "417ef3fcf6c300b7dbd25c85531a746931c02ad536f3cf4786ed1e88223340b3"
 dependencies = [
- "serde",
  "stable_deref_trait",
  "yoke-derive",
  "zerofrom",
@@ -7974,86 +8353,82 @@ dependencies = [
 
 [[package]]
 name = "yoke-derive"
-version = "0.8.0"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
+checksum = "ec8ebde2db3681e8c9980cc27822030e68752690ddfa9473e739aeb4dbde6d71"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
  "synstructure",
 ]
 
-[[package]]
-name = "z85"
-version = "3.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6e61e59a957b7ccee15d2049f86e8bfd6f66968fcd88f018950662d9b86e675"
-
 [[package]]
 name = "zerocopy"
-version = "0.8.27"
+version = "0.8.63"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0894878a5fa3edfd6da3f88c4805f4c8558e2b996227a3d864f47fe11e38282c"
+checksum = "e5fe1f8f1b06191a00962174c61aa5005e0bb391a6d80d07e24d115c01a92ed8"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.27"
+version = "0.8.63"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88d2b8d9c68ad2b9e4340d7832716a4d21a22a1154777ad56ea55c51a9cf3831"
+checksum = "863ad3ac83293fb4d740aedbfdc9240dd8d1a50c1099acd76ce80ce7c7230c7f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "zerofrom"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "50cc42e0333e05660c3587f3bf9d0478688e15d870fab3346451ce7f8c9fbea5"
+checksum = "0ec05a11813ea801ff6d75110ad09cd0824ddba17dfe17128ea0d5f68e6c5272"
 dependencies = [
  "zerofrom-derive",
 ]
 
 [[package]]
 name = "zerofrom-derive"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
+checksum = "f75b4683f6c7f45248d4d64056a24298c6281e0993356d7d1b4a1a962ef10d4a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
  "synstructure",
 ]
 
 [[package]]
 name = "zeroize"
-version = "1.8.2"
+version = "1.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
+checksum = "e13084392c5e4bc371903e2935a5eaeed24905a7511356b883835e18a78f6879"
 
 [[package]]
 name = "zerotrie"
-version = "0.2.2"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
+checksum = "4ea269c3bd32f0a32c321907a2ae912ba6f4649bb0fc764a15627e99a7095a3f"
 dependencies = [
  "displaydoc",
  "yoke",
  "zerofrom",
+ "zerovec",
 ]
 
 [[package]]
 name = "zerovec"
-version = "0.11.4"
+version = "0.11.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7aa2bd55086f1ab526693ecbe444205da57e25f4489879da80635a46d90e73b"
+checksum = "f58a2799cfe9a1670c7ea8edbd52ef8edb93cb37a7f83bf31ba9e35d9dae6a40"
 dependencies = [
+ "serde",
  "yoke",
  "zerofrom",
  "zerovec-derive",
@@ -8061,20 +8436,26 @@ dependencies = [
 
 [[package]]
 name = "zerovec-derive"
-version = "0.11.1"
+version = "0.11.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+checksum = "c3743ddbf47738d929cd1ae2e199d40d0162979dfe31aef8ae646d2bf00bf97a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 3.0.9",
 ]
 
 [[package]]
 name = "zlib-rs"
-version = "0.5.5"
+version = "0.6.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b268e58e7c693d7c271f93ffc4ba3b380412554231c85bf61ca7af91042a4112"
+
+[[package]]
+name = "zmij"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40990edd51aae2c2b6907af74ffb635029d5788228222c4bb811e9351c0caad3"
+checksum = "29666d0abbfad1e3dc4dcf6144730dd3a3ab225bbbdac83319345b1b44ccfc1b"
 
 [[package]]
 name = "zstd"
@@ -8087,18 +8468,18 @@ dependencies = [
 
 [[package]]
 name = "zstd-safe"
-version = "7.2.4"
+version = "7.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
+checksum = "64d80649ab6db9d9f6f9c80a40becd948eda4714a0a5ac8c4d157a32231c7882"
 dependencies = [
  "zstd-sys",
 ]
 
 [[package]]
 name = "zstd-sys"
-version = "2.0.16+zstd.1.5.7"
+version = "2.1.2+zstd.1.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e19ebc2adc8f83e43039e79776e3fda8ca919132d68a1fed6a5faca2683748"
+checksum = "481ada9c543b2323cbb7bbdbb5249177fbf0188ed959ed2c15e4b22421c84ed3"
 dependencies = [
  "cc",
  "pkg-config",
diff --git a/NOTICE b/NOTICE
new file mode 100644
index 0000000..ff4ea7c
--- /dev/null
+++ b/NOTICE
@@ -0,0 +1,9 @@
+lance-csr
+Copyright The lance-csr Authors
+
+This product is a fork of lance-graph (https://github.com/lance-format/lance-graph),
+Copyright The Lance Authors, licensed under the Apache License, Version 2.0.
+The fork starts from lance-graph commit 301479301ae245d211049a07785da9db617eb79d.
+Files that carry "Copyright The Lance Authors" headers originate from, or are modified
+versions of, that project. lance-csr is not affiliated with or endorsed by the
+lance-graph maintainers.
diff --git a/README.md b/README.md
index 7ed086b..124cda4 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,15 @@
-# Lance Graph
+# lance-csr
 
-Lance Graph is a Cypher-capable graph query engine built in Rust with Python bindings for building high-performance, scalable, and serverless multimodal knowledge graphs.
+A fork of [lance-graph](https://github.com/lance-format/lance-graph): a Cypher graph query engine over Lance
+datasets, built in Rust on Apache DataFusion, with Python bindings. It adds a CSR adjacency index for fast
+traversal, a lazy and refreshable engine over Lance snapshots, and much wider Cypher support. Not affiliated with
+or endorsed by the lance-graph maintainers.
 
 This repository contains:
 
 - `crates/lance-graph` – the Cypher-capable query engine implemented in Rust
 - `python/` – PyO3 bindings and Python packages:
-  - `lance_graph` – thin wrapper around the Rust query engine
-  - `knowledge_graph` – Lance-backed knowledge graph CLI, API, and utilities
+  - `lance_csr` – thin wrapper around the Rust query engine
 
 See `docs/project_structure.md` for the proposed workspace-based structure from
 issue #92.
@@ -45,7 +47,7 @@ pytest python/tests/ -v          # run the test suite
 
 ```python
 import pyarrow as pa
-from lance_graph import CypherQuery, GraphConfig
+from lance_csr import CypherQuery, GraphConfig
 
 people = pa.table({
     "person_id": [1, 2, 3, 4],
@@ -73,7 +75,7 @@ For data analytics workflows where you prefer standard SQL, use `SqlQuery` or `S
 
 ```python
 import pyarrow as pa
-from lance_graph import SqlQuery, SqlEngine
+from lance_csr import SqlQuery, SqlEngine
 
 person = pa.table({
     "id": [1, 2, 3],
@@ -93,116 +95,6 @@ r1 = engine.execute("SELECT COUNT(*) AS cnt FROM person")
 r2 = engine.execute("SELECT name FROM person ORDER BY age DESC LIMIT 2")
 ```
 
-## Python example: Unity Catalog integration
-
-Connect to [Unity Catalog](https://github.com/unitycatalog/unitycatalog) (OSS) to discover and query Delta Lake or Parquet tables directly:
-
-```python
-from lance_graph import UnityCatalog
-
-# Connect to Unity Catalog
-uc = UnityCatalog("http://localhost:8080/api/2.1/unity-catalog")
-
-# Browse catalog metadata
-catalogs = uc.list_catalogs()
-schemas = uc.list_schemas("unity")
-tables = uc.list_tables("unity", "default")
-table = uc.get_table("unity", "default", "marksheet")
-print(table.columns())  # [{"name": "id", "type_name": "INT", ...}, ...]
-
-# Auto-register tables (Delta + Parquet) and query via SQL
-engine = uc.create_sql_engine("unity", "default")
-result = engine.execute("SELECT * FROM marksheet WHERE mark > 80")
-print(result.to_pandas())
-
-# For cloud storage (S3, Azure, GCS), pass storage options:
-uc = UnityCatalog(
-    "http://localhost:8080/api/2.1/unity-catalog",
-    storage_options={
-        "aws_access_key_id": "...",
-        "aws_secret_access_key": "...",
-        "aws_region": "us-east-1",
-    }
-)
-```
-
-## Knowledge Graph CLI & API
-
-The `knowledge_graph` package layers a simple Lance-backed knowledge graph
-service on top of the `lance_graph` engine. It provides:
-
-- A CLI (`knowledge_graph.main`) for initializing storage, running Cypher
-  queries, and bootstrapping data via heuristic text extraction.
-- A reusable FastAPI component, plus a standalone web service
-  (`knowledge_graph.webservice`) that exposes query and dataset endpoints.
-- Storage helpers that persist node and relationship tables as Lance datasets.
-
-### CLI usage
-
-```bash
-uv run knowledge_graph --init                    # initialize storage and schema stub
-uv run knowledge_graph --list-datasets           # list Lance datasets on disk
-uv run knowledge_graph --extract-preview notes.txt
-uv run knowledge_graph --extract-preview "Alice joined the graph team"
-uv run knowledge_graph --extract-and-add notes.txt
-uv run knowledge_graph "MATCH (n) RETURN n LIMIT 5"
-uv run knowledge_graph --log-level DEBUG --extract-preview "Inline text"
-uv run knowledge_graph --ask "Who is working on the Presto project?"
-
-
-# Configure LLM extraction (default)
-uv sync --extra llm  # install optional LLM dependencies
-uv sync --extra lance-storage  # install Lance dataset support
-export OPENAI_API_KEY=sk-...
-uv run knowledge_graph --llm-model gpt-4o-mini --extract-preview notes.txt
-
-# Supply additional OpenAI client options via YAML (base_url, headers, etc.)
-uv run knowledge_graph --llm-config llm_config.yaml --extract-and-add notes.txt
-
-# Fall back to the heuristic extractor when LLM access is unavailable
-uv run knowledge_graph --extractor heuristic --extract-preview notes.txt
-
-```
-
-The default extractor uses OpenAI. Configure credentials via environment
-variables supported by the SDK (for example `OPENAI_API_BASE` or
-`OPENAI_API_KEY`), or place them in a YAML file passed through `--llm-config`.
-Override the model and temperature with `--llm-model` and `--llm-temperature`.
-```
-
-By default the CLI writes datasets under `./knowledge_graph_data`. Provide
-`--root` and `--schema` to point at alternate storage locations and schema YAML.
-
-### FastAPI service
-
-Run the web service after installing the `knowledge_graph` package (and
-dependencies such as FastAPI):
-
-```bash
-uv run --package knowledge_graph knowledge_graph-webservice
-```
-
-The service exposes endpoints under `/graph`, including `/graph/health`,
-`/graph/query`, `/graph/datasets`, and `/graph/schema`.
-
-### Development workflow
-
-For linting and type checks:
-
-```bash
-# Install dev dependencies and run linters
-uv pip install -e '.[dev]'
-ruff format python/              # format code
-ruff check python/               # lint code
-pyright                          # type check
-
-# Or run individual tests
-pytest python/tests/test_graph.py::test_basic_node_selection -v
-```
-
-The Python README (`python/README.md`) contains additional details if you are
-working solely on the bindings.
-
 ## Benchmarks
 
 - Requirements:
diff --git a/ci/bump_version.py b/ci/bump_version.py
deleted file mode 100644
index b3625ff..0000000
--- a/ci/bump_version.py
+++ /dev/null
@@ -1,137 +0,0 @@
-#!/usr/bin/env python3
-"""
-Version management script for lance-graph project.
-Uses bump-my-version to handle version bumping across all project components.
-
-Versioning scheme:
-  - Stable releases: X.Y.Z (e.g., 0.1.0, 1.0.0)
-  - Pre-releases: X.Y.Z-<label>.<n> (e.g., 0.1.0-beta.1, 0.2.0-rc.2)
-  - Labels: alpha, beta, rc
-
-Examples:
-  # Bump to a specific version
-  python ci/bump_version.py --version 0.2.0
-  python ci/bump_version.py --version 0.2.0-beta.1
-
-  # Bump a specific part
-  python ci/bump_version.py --bump patch       # 0.1.0 -> 0.1.1
-  python ci/bump_version.py --bump minor       # 0.1.0 -> 0.2.0
-  python ci/bump_version.py --bump major       # 0.1.0 -> 1.0.0
-  python ci/bump_version.py --bump pre_n       # 0.1.0-beta.1 -> 0.1.0-beta.2
-  python ci/bump_version.py --bump pre_label   # 0.1.0-beta.1 -> 0.1.0-rc.1
-
-  # Dry run to see changes without applying them
-  python ci/bump_version.py --version 0.2.0 --dry-run
-"""
-
-import argparse
-import re
-import subprocess
-import sys
-from pathlib import Path
-
-
-def run_command(cmd: list[str], capture_output: bool = True) -> subprocess.CompletedProcess:
-    """Run a command and return the result."""
-    print(f"Running: {' '.join(cmd)}")
-    result = subprocess.run(cmd, capture_output=capture_output, text=True)
-    if result.returncode != 0:
-        print(f"Error running command: {' '.join(cmd)}")
-        if capture_output:
-            print(f"stderr: {result.stderr}")
-        sys.exit(result.returncode)
-    return result
-
-
-def get_current_version() -> str:
-    """Get the current version from .bumpversion.toml."""
-    config_path = Path(".bumpversion.toml")
-    if not config_path.exists():
-        raise FileNotFoundError(".bumpversion.toml not found in current directory")
-
-    with open(config_path, "r") as f:
-        for line in f:
-            if line.strip().startswith('current_version = "'):
-                return line.split('"')[1]
-    raise ValueError("Could not find current_version in .bumpversion.toml")
-
-
-def parse_version(version: str) -> dict:
-    """Parse version string into components."""
-    pattern = r"(?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)(-(?P<pre_label>alpha|beta|rc)\.(?P<pre_n>\d+))?"
-    match = re.match(pattern, version)
-    if not match:
-        raise ValueError(f"Invalid version format: {version}")
-    return match.groupdict()
-
-
-def is_prerelease(version: str) -> bool:
-    """Check if version is a pre-release version."""
-    parts = parse_version(version)
-    return parts.get("pre_label") is not None
-
-
-def main():
-    parser = argparse.ArgumentParser(
-        description='Bump version using bump-my-version',
-        formatter_class=argparse.RawDescriptionHelpFormatter,
-        epilog=__doc__
-    )
-    group = parser.add_mutually_exclusive_group(required=True)
-    group.add_argument('--version', help='New version to set (e.g., 0.2.0 or 0.2.0-beta.1)')
-    group.add_argument('--bump', choices=['major', 'minor', 'patch', 'pre_label', 'pre_n'],
-                       help='Bump a specific version part')
-    parser.add_argument('--dry-run', action='store_true',
-                        help='Show what would be changed without making changes')
-
-    args = parser.parse_args()
-
-    # Get current version
-    current_version = get_current_version()
-    print(f"Current version: {current_version}")
-
-    # Build base command
-    base_cmd = ["bump-my-version", "bump"]
-
-    if args.dry_run:
-        print("\nDry run mode - no changes will be made")
-        base_cmd.extend(["--dry-run", "--verbose"])
-    else:
-        base_cmd.extend(["--no-commit", "--no-tag"])
-
-    base_cmd.append("--allow-dirty")
-
-    if args.version:
-        # Explicit version specified
-        new_version = args.version
-        print(f"Target version: {new_version}")
-
-        # Validate version format
-        try:
-            parse_version(new_version)
-        except ValueError as e:
-            print(f"Error: {e}")
-            sys.exit(1)
-
-        cmd = base_cmd + ["--current-version", current_version, "--new-version", new_version]
-    else:
-        # Bump a specific part
-        bump_part = args.bump
-
-        # Validate that pre_n and pre_label bumps are valid for current version
-        if bump_part in ["pre_n", "pre_label"] and not is_prerelease(current_version):
-            print(f"Error: Cannot bump '{bump_part}' on a stable version ({current_version}).")
-            print("Use --version to set a specific pre-release version first.")
-            sys.exit(1)
-
-        cmd = base_cmd + [bump_part]
-
-    run_command(cmd, capture_output=False)
-
-    if not args.dry_run:
-        new_version = get_current_version()
-        print(f"\nSuccessfully updated version from {current_version} to {new_version}")
-
-
-if __name__ == '__main__':
-    main()
diff --git a/ci/calculate_version.py b/ci/calculate_version.py
deleted file mode 100644
index 607f0bb..0000000
--- a/ci/calculate_version.py
+++ /dev/null
@@ -1,85 +0,0 @@
-#!/usr/bin/env python3
-"""
-Script to calculate the next version based on release type
-"""
-
-import argparse
-import os
-import sys
-from packaging import version
-
-
-def calculate_next_version(current_version, release_type, channel):
-    """Calculate the next version based on release type and channel"""
-
-    # Parse current version
-    v = version.parse(current_version)
-
-    # Extract major, minor, patch
-    if hasattr(v, "release"):
-        major, minor, patch = (
-            v.release[:3] if len(v.release) >= 3 else (*v.release, 0, 0)[:3]
-        )
-    else:
-        # Fallback for simple versions
-        parts = current_version.split(".")
-        major = int(parts[0]) if len(parts) > 0 else 0
-        minor = int(parts[1]) if len(parts) > 1 else 0
-        patch = int(parts[2]) if len(parts) > 2 else 0
-
-    # Calculate new version based on release type
-    # Note: 'current' keeps the same version (used to finalize previews to stable)
-    if release_type == "major":
-        new_version = f"{major + 1}.0.0"
-    elif release_type == "minor":
-        new_version = f"{major}.{minor + 1}.0"
-    elif release_type == "patch":
-        new_version = f"{major}.{minor}.{patch + 1}"
-    elif release_type == "current":
-        # Keep current version - used for:
-        # - Subsequent preview releases (v0.0.16-beta.2, beta.3, etc.)
-        # - Finalizing preview to stable (v0.0.16-beta.X -> v0.0.16)
-        new_version = current_version
-    else:
-        raise ValueError(f"Unknown release type: {release_type}")
-
-    return new_version
-
-
-def main():
-    parser = argparse.ArgumentParser(description="Calculate next version")
-    parser.add_argument("--current", required=True, help="Current version")
-    parser.add_argument(
-        "--type",
-        required=True,
-        choices=["major", "minor", "patch", "current"],
-        help="Release type",
-    )
-    parser.add_argument(
-        "--channel",
-        required=True,
-        choices=["stable", "preview"],
-        help="Release channel",
-    )
-
-    args = parser.parse_args()
-
-    try:
-        new_version = calculate_next_version(args.current, args.type, args.channel)
-
-        # Output for GitHub Actions
-        print(f"version={new_version}")
-
-        # Also write to GITHUB_OUTPUT if available
-        github_output = os.environ.get("GITHUB_OUTPUT")
-        if github_output:
-            with open(github_output, "a") as f:
-                f.write(f"version={new_version}\n")
-
-    except Exception as e:
-        print(f"Error: {e}", file=sys.stderr)
-        sys.exit(1)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/crates/lance-graph-benches/Cargo.toml b/crates/lance-graph-benches/Cargo.toml
index c8c74d5..dd14db2 100644
--- a/crates/lance-graph-benches/Cargo.toml
+++ b/crates/lance-graph-benches/Cargo.toml
@@ -6,10 +6,10 @@ publish = false
 description = "Benchmarks for lance-graph (not published)"
 
 [dependencies]
-lance-graph = { path = "../lance-graph", version = "0.5.3" }
-lance = "1.0.0"
-arrow-array = "56.2"
-arrow-schema = "56.2"
+lance-graph = { path = "../lance-graph", version = "0.1.0" }
+lance = "13.0.0"
+arrow-array = "58"
+arrow-schema = "58"
 criterion = { version = "0.5", features = ["async", "async_tokio", "html_reports"] }
 futures = "0.3"
 tempfile = "3"
diff --git a/crates/lance-graph-catalog/Cargo.toml b/crates/lance-graph-catalog/Cargo.toml
index 3f3156c..9580a60 100644
--- a/crates/lance-graph-catalog/Cargo.toml
+++ b/crates/lance-graph-catalog/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lance-graph-catalog"
-version = "0.5.4"
+version = "0.1.0"
 edition = "2021"
 license = "Apache-2.0"
 authors = ["Lance Devs <dev@lancedb.com>"]
@@ -11,19 +11,13 @@ keywords = ["lance", "graph", "catalog", "namespace"]
 categories = ["database", "data-structures", "science"]
 
 [dependencies]
-arrow-schema = "56.2"
+arrow-schema = "58"
 async-trait = "0.1"
-datafusion = { version = "50.3", default-features = false }
-lance-namespace = "1.0.1"
-reqwest = { version = "0.12", features = ["json"], optional = true }
+datafusion = { version = "54", default-features = false }
+lance-namespace = "13.0.0"
 serde = { version = "1", features = ["derive"] }
 serde_json = "1"
 snafu = "0.8"
 
-[features]
-default = ["unity-catalog"]
-unity-catalog = ["dep:reqwest"]
-
 [dev-dependencies]
 tokio = { version = "1.37", features = ["macros", "rt-multi-thread"] }
-wiremock = "0.6"
diff --git a/crates/lance-graph-catalog/src/catalog_provider.rs b/crates/lance-graph-catalog/src/catalog_provider.rs
deleted file mode 100644
index d866a99..0000000
--- a/crates/lance-graph-catalog/src/catalog_provider.rs
+++ /dev/null
@@ -1,172 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Catalog provider trait and data types for external catalog integration.
-//!
-//! Inspired by Presto's `ConnectorMetadata` SPI, this module defines the
-//! abstract interface for browsing external catalogs (Unity Catalog, Hive
-//! Metastore, AWS Glue, etc.).
-
-use std::collections::HashMap;
-
-use arrow_schema::SchemaRef;
-use async_trait::async_trait;
-
-/// Metadata about a catalog (top-level namespace).
-#[derive(Debug, Clone)]
-pub struct CatalogInfo {
-    pub name: String,
-    pub comment: Option<String>,
-    pub properties: HashMap<String, String>,
-    pub created_at: Option<i64>,
-    pub updated_at: Option<i64>,
-}
-
-/// Metadata about a schema (second-level namespace within a catalog).
-#[derive(Debug, Clone)]
-pub struct SchemaInfo {
-    pub name: String,
-    pub catalog_name: String,
-    pub comment: Option<String>,
-    pub properties: HashMap<String, String>,
-    pub created_at: Option<i64>,
-    pub updated_at: Option<i64>,
-}
-
-/// Metadata about a column in a table.
-#[derive(Debug, Clone)]
-pub struct ColumnInfo {
-    pub name: String,
-    /// Human-readable type string (e.g., "INT", "VARCHAR(255)").
-    pub type_text: String,
-    /// Canonical type name from the catalog (e.g., "INT", "STRING").
-    pub type_name: String,
-    /// Column position (0-based).
-    pub position: i32,
-    pub nullable: bool,
-    pub comment: Option<String>,
-}
-
-/// Data format of the underlying storage.
-#[derive(Debug, Clone, PartialEq, Eq)]
-pub enum DataSourceFormat {
-    Delta,
-    Parquet,
-    Csv,
-    Json,
-    Avro,
-    Orc,
-    Text,
-    Other(String),
-}
-
-/// Type of table (managed vs external).
-#[derive(Debug, Clone, PartialEq, Eq)]
-pub enum TableType {
-    Managed,
-    External,
-}
-
-/// Full table metadata including columns and storage information.
-#[derive(Debug, Clone)]
-pub struct TableInfo {
-    pub name: String,
-    pub catalog_name: String,
-    pub schema_name: String,
-    pub table_type: TableType,
-    pub data_source_format: DataSourceFormat,
-    pub columns: Vec<ColumnInfo>,
-    pub storage_location: Option<String>,
-    pub comment: Option<String>,
-    pub properties: HashMap<String, String>,
-    pub created_at: Option<i64>,
-    pub updated_at: Option<i64>,
-}
-
-/// Errors that can occur during catalog operations.
-#[derive(Debug)]
-pub enum CatalogError {
-    /// Network or HTTP error.
-    ConnectionError(String),
-    /// Resource not found (catalog, schema, or table).
-    NotFound(String),
-    /// Authentication or authorization failure.
-    AuthError(String),
-    /// Invalid or unparsable response from the catalog server.
-    InvalidResponse(String),
-    /// Failed to map a catalog type to an Arrow type.
-    TypeMappingError(String),
-    /// Other errors.
-    Other(String),
-}
-
-impl std::fmt::Display for CatalogError {
-    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        match self {
-            Self::ConnectionError(msg) => write!(f, "Catalog connection error: {}", msg),
-            Self::NotFound(msg) => write!(f, "Not found: {}", msg),
-            Self::AuthError(msg) => write!(f, "Auth error: {}", msg),
-            Self::InvalidResponse(msg) => write!(f, "Invalid response: {}", msg),
-            Self::TypeMappingError(msg) => write!(f, "Type mapping error: {}", msg),
-            Self::Other(msg) => write!(f, "Catalog error: {}", msg),
-        }
-    }
-}
-
-impl std::error::Error for CatalogError {}
-
-pub type CatalogResult<T> = std::result::Result<T, CatalogError>;
-
-/// Abstract trait for browsing an external catalog.
-///
-/// Analogous to Presto's `ConnectorMetadata`. Implementations provide access
-/// to catalog metadata (catalogs, schemas, tables, columns) without being
-/// coupled to any specific data format or storage backend.
-///
-/// # Extensibility
-///
-/// Implement this trait to add support for new catalog backends:
-/// - Unity Catalog (provided)
-/// - Hive Metastore (future)
-/// - AWS Glue (future)
-/// - Iceberg REST Catalog (future)
-#[async_trait]
-pub trait CatalogProvider: Send + Sync {
-    /// Human-readable name of this catalog provider (e.g., "unity-catalog").
-    fn name(&self) -> &str;
-
-    /// List all catalogs available in this provider.
-    async fn list_catalogs(&self) -> CatalogResult<Vec<CatalogInfo>>;
-
-    /// Get information about a specific catalog.
-    async fn get_catalog(&self, name: &str) -> CatalogResult<CatalogInfo>;
-
-    /// List all schemas within a catalog.
-    async fn list_schemas(&self, catalog_name: &str) -> CatalogResult<Vec<SchemaInfo>>;
-
-    /// Get information about a specific schema.
-    async fn get_schema(&self, catalog_name: &str, schema_name: &str) -> CatalogResult<SchemaInfo>;
-
-    /// List all tables within a schema.
-    async fn list_tables(
-        &self,
-        catalog_name: &str,
-        schema_name: &str,
-    ) -> CatalogResult<Vec<TableInfo>>;
-
-    /// Get detailed information about a specific table, including columns.
-    async fn get_table(
-        &self,
-        catalog_name: &str,
-        schema_name: &str,
-        table_name: &str,
-    ) -> CatalogResult<TableInfo>;
-
-    /// Convert a table's column definitions to an Arrow schema.
-    ///
-    /// The default implementation uses the standard type mapping from
-    /// [`crate::type_mapping::columns_to_arrow_schema`].
-    fn table_to_arrow_schema(&self, table: &TableInfo) -> CatalogResult<SchemaRef> {
-        crate::type_mapping::columns_to_arrow_schema(&table.columns)
-    }
-}
diff --git a/crates/lance-graph-catalog/src/connector.rs b/crates/lance-graph-catalog/src/connector.rs
deleted file mode 100644
index f65e761..0000000
--- a/crates/lance-graph-catalog/src/connector.rs
+++ /dev/null
@@ -1,235 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Connector facade that bundles a [`CatalogProvider`] with [`TableReader`]s.
-//!
-//! Inspired by Presto's `Connector` interface which exposes `getMetadata()` +
-//! `getPageSourceProvider()`, this struct provides a convenient entry point
-//! for users who want to browse a catalog and register tables for querying.
-
-use std::collections::HashMap;
-use std::sync::Arc;
-
-use arrow_schema::SchemaRef;
-use datafusion::datasource::MemTable;
-use datafusion::execution::context::SessionContext;
-
-use crate::catalog_provider::{
-    CatalogError, CatalogInfo, CatalogProvider, CatalogResult, DataSourceFormat, SchemaInfo,
-    TableInfo,
-};
-use crate::table_reader::TableReader;
-
-/// Bundles a [`CatalogProvider`] with [`TableReader`]s for convenient use.
-///
-/// The `Connector` is the primary entry point for interacting with an external
-/// catalog. It delegates metadata operations to the catalog provider and data
-/// reading to the appropriate table reader based on the table's data format.
-///
-/// # Storage Options
-///
-/// Cloud storage credentials (S3, Azure, GCS) are passed via `storage_options`
-/// and forwarded to each [`TableReader`] during table registration.
-///
-/// # Extensibility
-///
-/// - Swap the catalog: pass a different `CatalogProvider` (e.g., AWS Glue).
-/// - Add formats: pass additional `TableReader`s (e.g., Iceberg).
-///
-/// # Example
-///
-/// ```no_run
-/// # use lance_graph_catalog::connector::Connector;
-/// # use std::collections::HashMap;
-/// # fn example() {
-/// // let connector = Connector::new(catalog, readers)
-/// //     .with_storage_options(HashMap::from([
-/// //         ("aws_access_key_id".into(), "...".into()),
-/// //         ("aws_secret_access_key".into(), "...".into()),
-/// //     ]));
-/// # }
-/// ```
-pub struct Connector {
-    catalog: Arc<dyn CatalogProvider>,
-    readers: Vec<Arc<dyn TableReader>>,
-    storage_options: HashMap<String, String>,
-}
-
-impl Connector {
-    /// Create a new connector with the given catalog provider and table readers.
-    pub fn new(catalog: Arc<dyn CatalogProvider>, readers: Vec<Arc<dyn TableReader>>) -> Self {
-        Self {
-            catalog,
-            readers,
-            storage_options: HashMap::new(),
-        }
-    }
-
-    /// Set storage options for cloud storage access (S3, Azure, GCS).
-    ///
-    /// Common keys:
-    /// - S3: `aws_access_key_id`, `aws_secret_access_key`, `aws_region`
-    /// - Azure: `azure_storage_account_name`, `azure_storage_account_key`
-    /// - GCS: `google_service_account_path`
-    pub fn with_storage_options(mut self, options: HashMap<String, String>) -> Self {
-        self.storage_options = options;
-        self
-    }
-
-    /// Get the current storage options.
-    pub fn storage_options(&self) -> &HashMap<String, String> {
-        &self.storage_options
-    }
-
-    /// Get a reference to the underlying catalog provider.
-    pub fn catalog(&self) -> &dyn CatalogProvider {
-        self.catalog.as_ref()
-    }
-
-    /// Find a table reader that supports the given data format.
-    pub fn reader_for(&self, format: &DataSourceFormat) -> Option<&dyn TableReader> {
-        self.readers
-            .iter()
-            .find(|r| r.supported_formats().contains(format))
-            .map(|r| r.as_ref())
-    }
-
-    /// List all available table readers.
-    pub fn readers(&self) -> &[Arc<dyn TableReader>] {
-        &self.readers
-    }
-
-    // ---- Delegate catalog operations ----
-
-    pub async fn list_catalogs(&self) -> CatalogResult<Vec<CatalogInfo>> {
-        self.catalog.list_catalogs().await
-    }
-
-    pub async fn get_catalog(&self, name: &str) -> CatalogResult<CatalogInfo> {
-        self.catalog.get_catalog(name).await
-    }
-
-    pub async fn list_schemas(&self, catalog_name: &str) -> CatalogResult<Vec<SchemaInfo>> {
-        self.catalog.list_schemas(catalog_name).await
-    }
-
-    pub async fn get_schema(
-        &self,
-        catalog_name: &str,
-        schema_name: &str,
-    ) -> CatalogResult<SchemaInfo> {
-        self.catalog.get_schema(catalog_name, schema_name).await
-    }
-
-    pub async fn list_tables(
-        &self,
-        catalog_name: &str,
-        schema_name: &str,
-    ) -> CatalogResult<Vec<TableInfo>> {
-        self.catalog.list_tables(catalog_name, schema_name).await
-    }
-
-    pub async fn get_table(
-        &self,
-        catalog_name: &str,
-        schema_name: &str,
-        table_name: &str,
-    ) -> CatalogResult<TableInfo> {
-        self.catalog
-            .get_table(catalog_name, schema_name, table_name)
-            .await
-    }
-
-    /// Register all tables from a catalog schema into a DataFusion `SessionContext`.
-    ///
-    /// For each table:
-    /// 1. Retrieves full table metadata (including columns) from the catalog.
-    /// 2. Converts columns to an Arrow schema.
-    /// 3. Finds an appropriate [`TableReader`] for the table's data format.
-    /// 4. Registers the table in the session context with storage options for cloud access.
-    ///
-    /// If no reader matches the table's format, falls back to registering an
-    /// empty `MemTable` with the correct schema (schema-only, for planning).
-    ///
-    /// Individual table failures are logged as warnings but do not abort the
-    /// registration of remaining tables.
-    ///
-    /// Returns a list of `(table_name, schema)` for successfully registered tables.
-    pub async fn register_schema(
-        &self,
-        ctx: &SessionContext,
-        catalog_name: &str,
-        schema_name: &str,
-    ) -> CatalogResult<Vec<(String, SchemaRef)>> {
-        let tables = self.catalog.list_tables(catalog_name, schema_name).await?;
-        let mut registered = Vec::new();
-
-        for table_summary in &tables {
-            match self
-                .register_single_table(ctx, catalog_name, schema_name, &table_summary.name)
-                .await
-            {
-                Ok((name, schema)) => {
-                    registered.push((name, schema));
-                }
-                Err(e) => {
-                    eprintln!(
-                        "Warning: failed to register table {}.{}.{}: {}",
-                        catalog_name, schema_name, table_summary.name, e
-                    );
-                }
-            }
-        }
-
-        Ok(registered)
-    }
-
-    async fn register_single_table(
-        &self,
-        ctx: &SessionContext,
-        catalog_name: &str,
-        schema_name: &str,
-        table_name: &str,
-    ) -> CatalogResult<(String, SchemaRef)> {
-        let table_info = self
-            .catalog
-            .get_table(catalog_name, schema_name, table_name)
-            .await?;
-        let arrow_schema = self.catalog.table_to_arrow_schema(&table_info)?;
-        let normalized_name = table_info.name.to_lowercase();
-
-        // Find a reader for this format
-        let reader = self.reader_for(&table_info.data_source_format);
-
-        match reader {
-            Some(r) => {
-                r.register_table(
-                    ctx,
-                    &normalized_name,
-                    &table_info,
-                    arrow_schema.clone(),
-                    &self.storage_options,
-                )
-                .await?;
-            }
-            None => {
-                // No reader — register schema-only (empty MemTable for planning)
-                let mem_table = MemTable::try_new(arrow_schema.clone(), vec![]).map_err(|e| {
-                    CatalogError::Other(format!(
-                        "Failed to create empty table '{}': {}",
-                        normalized_name, e
-                    ))
-                })?;
-                ctx.register_table(&normalized_name, Arc::new(mem_table))
-                    .map_err(|e| {
-                        CatalogError::Other(format!(
-                            "Failed to register table '{}': {}",
-                            normalized_name, e
-                        ))
-                    })?;
-            }
-        }
-
-        Ok((normalized_name, arrow_schema))
-    }
-}
diff --git a/crates/lance-graph-catalog/src/lib.rs b/crates/lance-graph-catalog/src/lib.rs
index cbd5c71..701647d 100644
--- a/crates/lance-graph-catalog/src/lib.rs
+++ b/crates/lance-graph-catalog/src/lib.rs
@@ -2,35 +2,10 @@
 // SPDX-FileCopyrightText: Copyright The Lance Authors
 
 //! Catalog and namespace utilities for Lance Graph.
-//!
-//! This crate provides the SPI (Service Provider Interface) layer for external
-//! catalog integration, inspired by Presto's connector architecture:
-//!
-//! - [`CatalogProvider`] — browse catalog metadata (analogous to `ConnectorMetadata`)
-//! - [`TableReader`] — read table data in specific formats (analogous to `ConnectorPageSourceProvider`)
-//! - [`Connector`] — bundles catalog + readers (analogous to Presto's `Connector`)
 
-pub mod catalog_provider;
-pub mod connector;
 pub mod namespace;
 pub mod source_catalog;
-pub mod table_reader;
-pub mod type_mapping;
-#[cfg(feature = "unity-catalog")]
-pub mod unity_catalog;
 
 // Existing exports
 pub use namespace::DirNamespace;
 pub use source_catalog::{GraphSourceCatalog, InMemoryCatalog, SimpleTableSource};
-
-// Catalog provider exports
-pub use catalog_provider::{
-    CatalogError, CatalogInfo, CatalogProvider, CatalogResult, ColumnInfo, DataSourceFormat,
-    SchemaInfo, TableInfo, TableType,
-};
-pub use connector::Connector;
-pub use table_reader::TableReader;
-pub use type_mapping::columns_to_arrow_schema;
-
-#[cfg(feature = "unity-catalog")]
-pub use unity_catalog::{UnityCatalogConfig, UnityCatalogProvider};
diff --git a/crates/lance-graph-catalog/src/namespace/directory.rs b/crates/lance-graph-catalog/src/namespace/directory.rs
index 541a9b2..b905416 100644
--- a/crates/lance-graph-catalog/src/namespace/directory.rs
+++ b/crates/lance-graph-catalog/src/namespace/directory.rs
@@ -3,7 +3,6 @@
 use async_trait::async_trait;
 use lance_namespace::models::{DescribeTableRequest, DescribeTableResponse};
 use lance_namespace::{Error as NamespaceError, LanceNamespace, Result};
-use snafu::location;
 
 /// A namespace that resolves table names relative to a base directory or URI.
 #[derive(Debug, Clone)]
@@ -39,18 +38,14 @@ impl LanceNamespace for DirNamespace {
         let id = request.id.ok_or_else(|| {
             NamespaceError::invalid_input(
                 "DirNamespace requires the table identifier to be provided",
-                location!(),
             )
         })?;
 
         if id.len() != 1 {
-            return Err(NamespaceError::invalid_input(
-                format!(
-                    "DirNamespace expects identifiers with a single component, got {:?}",
-                    id
-                ),
-                location!(),
-            ));
+            return Err(NamespaceError::invalid_input(format!(
+                "DirNamespace expects identifiers with a single component, got {:?}",
+                id
+            )));
         }
 
         let table_name = &id[0];
diff --git a/crates/lance-graph-catalog/src/source_catalog.rs b/crates/lance-graph-catalog/src/source_catalog.rs
index a122c87..1961d4a 100644
--- a/crates/lance-graph-catalog/src/source_catalog.rs
+++ b/crates/lance-graph-catalog/src/source_catalog.rs
@@ -3,7 +3,6 @@
 
 //! Context-free source catalog for DataFusion logical planning.
 
-use std::any::Any;
 use std::collections::HashMap;
 use std::sync::Arc;
 
@@ -92,9 +91,6 @@ impl SimpleTableSource {
 }
 
 impl TableSource for SimpleTableSource {
-    fn as_any(&self) -> &dyn Any {
-        self
-    }
     fn schema(&self) -> SchemaRef {
         self.schema.clone()
     }
diff --git a/crates/lance-graph-catalog/src/table_reader.rs b/crates/lance-graph-catalog/src/table_reader.rs
deleted file mode 100644
index 64d6a07..0000000
--- a/crates/lance-graph-catalog/src/table_reader.rs
+++ /dev/null
@@ -1,62 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Table reader trait for format-specific data reading.
-//!
-//! Inspired by Presto's `ConnectorPageSourceProvider`, this trait decouples
-//! data format reading from catalog metadata. Each implementation handles
-//! one or more data formats and is reusable across any [`CatalogProvider`].
-
-use std::collections::HashMap;
-
-use arrow_schema::SchemaRef;
-use async_trait::async_trait;
-use datafusion::execution::context::SessionContext;
-
-use crate::catalog_provider::{CatalogResult, DataSourceFormat, TableInfo};
-
-/// Reads table data in a specific format and registers it into a DataFusion
-/// `SessionContext`.
-///
-/// Analogous to Presto's `ConnectorPageSourceProvider` — decoupled from
-/// catalog metadata so that format readers are reusable across any catalog.
-///
-/// # Extensibility
-///
-/// Implement this trait to add support for new data formats:
-/// - Parquet (provided)
-/// - Delta Lake (provided, behind `delta` feature)
-/// - CSV (future)
-/// - Iceberg (future)
-/// - ORC (future)
-#[async_trait]
-pub trait TableReader: Send + Sync {
-    /// Human-readable name of this reader (e.g., "parquet", "delta").
-    fn name(&self) -> &str;
-
-    /// The data format(s) this reader can handle.
-    fn supported_formats(&self) -> &[DataSourceFormat];
-
-    /// Register a table into a DataFusion `SessionContext` using its storage
-    /// location.
-    ///
-    /// The reader should read (or reference) the data at `table_info.storage_location`
-    /// and register it as a DataFusion `TableProvider` so it can be queried via SQL.
-    ///
-    /// # Arguments
-    ///
-    /// * `ctx` - The DataFusion session context to register the table in.
-    /// * `table_name` - The name to register the table under (already lowercased).
-    /// * `table_info` - Full table metadata from the catalog, including `storage_location`.
-    /// * `schema` - Arrow schema derived from the table's column definitions.
-    /// * `storage_options` - Key-value pairs for cloud storage credentials
-    ///   (e.g., `azure_storage_account_name`, `aws_access_key_id`, etc.).
-    async fn register_table(
-        &self,
-        ctx: &SessionContext,
-        table_name: &str,
-        table_info: &TableInfo,
-        schema: SchemaRef,
-        storage_options: &HashMap<String, String>,
-    ) -> CatalogResult<()>;
-}
diff --git a/crates/lance-graph-catalog/src/type_mapping.rs b/crates/lance-graph-catalog/src/type_mapping.rs
deleted file mode 100644
index 878e282..0000000
--- a/crates/lance-graph-catalog/src/type_mapping.rs
+++ /dev/null
@@ -1,222 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Type mapping from Unity Catalog types to Arrow data types.
-
-use std::sync::Arc;
-
-use arrow_schema::{DataType, Field, Schema, SchemaRef};
-
-use crate::catalog_provider::{CatalogError, CatalogResult, ColumnInfo};
-
-/// Map a Unity Catalog `type_name` string to an Arrow `DataType`.
-///
-/// Handles the standard UC type names. Case-insensitive.
-pub fn uc_type_to_arrow(type_name: &str) -> CatalogResult<DataType> {
-    match type_name.to_uppercase().as_str() {
-        // Boolean
-        "BOOLEAN" => Ok(DataType::Boolean),
-
-        // Integer types
-        "BYTE" | "TINYINT" => Ok(DataType::Int8),
-        "SHORT" | "SMALLINT" => Ok(DataType::Int16),
-        "INT" | "INTEGER" => Ok(DataType::Int32),
-        "LONG" | "BIGINT" => Ok(DataType::Int64),
-
-        // Floating-point types
-        "FLOAT" | "REAL" => Ok(DataType::Float32),
-        "DOUBLE" => Ok(DataType::Float64),
-
-        // Decimal (default precision/scale; future: parse from type_text)
-        "DECIMAL" | "NUMERIC" | "DEC" => Ok(DataType::Decimal128(38, 10)),
-
-        // String types
-        "STRING" | "VARCHAR" | "CHAR" | "TEXT" => Ok(DataType::Utf8),
-
-        // Binary
-        "BINARY" => Ok(DataType::Binary),
-
-        // Date and time
-        "DATE" => Ok(DataType::Date32),
-        "TIMESTAMP" | "TIMESTAMP_NTZ" => Ok(DataType::Timestamp(
-            arrow_schema::TimeUnit::Microsecond,
-            None,
-        )),
-
-        // Null
-        "NULL" | "VOID" => Ok(DataType::Null),
-
-        // Complex types — represented as Utf8 (JSON string) for now.
-        // A future iteration could parse type_text for ARRAY<T>, MAP<K,V>, STRUCT<...>.
-        "ARRAY" => Ok(DataType::Utf8),
-        "MAP" => Ok(DataType::Utf8),
-        "STRUCT" => Ok(DataType::Utf8),
-
-        other => Err(CatalogError::TypeMappingError(format!(
-            "Unsupported Unity Catalog type: '{}'",
-            other
-        ))),
-    }
-}
-
-/// Convert a slice of [`ColumnInfo`] to an Arrow [`Schema`].
-///
-/// Columns are sorted by `position` to ensure correct field order.
-pub fn columns_to_arrow_schema(columns: &[ColumnInfo]) -> CatalogResult<SchemaRef> {
-    let mut sorted: Vec<&ColumnInfo> = columns.iter().collect();
-    sorted.sort_by_key(|c| c.position);
-
-    let fields: Vec<Field> = sorted
-        .iter()
-        .map(|col| {
-            let data_type = uc_type_to_arrow(&col.type_name)?;
-            Ok(Field::new(&col.name, data_type, col.nullable))
-        })
-        .collect::<CatalogResult<Vec<_>>>()?;
-
-    Ok(Arc::new(Schema::new(fields)))
-}
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-
-    #[test]
-    fn test_basic_type_mappings() {
-        assert_eq!(uc_type_to_arrow("BOOLEAN").unwrap(), DataType::Boolean);
-        assert_eq!(uc_type_to_arrow("INT").unwrap(), DataType::Int32);
-        assert_eq!(uc_type_to_arrow("INTEGER").unwrap(), DataType::Int32);
-        assert_eq!(uc_type_to_arrow("LONG").unwrap(), DataType::Int64);
-        assert_eq!(uc_type_to_arrow("BIGINT").unwrap(), DataType::Int64);
-        assert_eq!(uc_type_to_arrow("FLOAT").unwrap(), DataType::Float32);
-        assert_eq!(uc_type_to_arrow("DOUBLE").unwrap(), DataType::Float64);
-        assert_eq!(uc_type_to_arrow("STRING").unwrap(), DataType::Utf8);
-        assert_eq!(uc_type_to_arrow("VARCHAR").unwrap(), DataType::Utf8);
-        assert_eq!(uc_type_to_arrow("BINARY").unwrap(), DataType::Binary);
-        assert_eq!(uc_type_to_arrow("DATE").unwrap(), DataType::Date32);
-        assert_eq!(uc_type_to_arrow("BYTE").unwrap(), DataType::Int8);
-        assert_eq!(uc_type_to_arrow("SHORT").unwrap(), DataType::Int16);
-    }
-
-    #[test]
-    fn test_timestamp_types() {
-        assert_eq!(
-            uc_type_to_arrow("TIMESTAMP").unwrap(),
-            DataType::Timestamp(arrow_schema::TimeUnit::Microsecond, None)
-        );
-        assert_eq!(
-            uc_type_to_arrow("TIMESTAMP_NTZ").unwrap(),
-            DataType::Timestamp(arrow_schema::TimeUnit::Microsecond, None)
-        );
-    }
-
-    #[test]
-    fn test_decimal() {
-        assert_eq!(
-            uc_type_to_arrow("DECIMAL").unwrap(),
-            DataType::Decimal128(38, 10)
-        );
-        assert_eq!(
-            uc_type_to_arrow("NUMERIC").unwrap(),
-            DataType::Decimal128(38, 10)
-        );
-    }
-
-    #[test]
-    fn test_case_insensitive() {
-        assert_eq!(uc_type_to_arrow("int").unwrap(), DataType::Int32);
-        assert_eq!(uc_type_to_arrow("String").unwrap(), DataType::Utf8);
-        assert_eq!(uc_type_to_arrow("boolean").unwrap(), DataType::Boolean);
-    }
-
-    #[test]
-    fn test_complex_types_fallback_to_utf8() {
-        assert_eq!(uc_type_to_arrow("ARRAY").unwrap(), DataType::Utf8);
-        assert_eq!(uc_type_to_arrow("MAP").unwrap(), DataType::Utf8);
-        assert_eq!(uc_type_to_arrow("STRUCT").unwrap(), DataType::Utf8);
-    }
-
-    #[test]
-    fn test_unsupported_type() {
-        let err = uc_type_to_arrow("UNKNOWN_TYPE").unwrap_err();
-        assert!(err.to_string().contains("UNKNOWN_TYPE"));
-    }
-
-    #[test]
-    fn test_columns_to_schema() {
-        let columns = vec![
-            ColumnInfo {
-                name: "id".into(),
-                type_text: "INT".into(),
-                type_name: "INT".into(),
-                position: 0,
-                nullable: false,
-                comment: None,
-            },
-            ColumnInfo {
-                name: "name".into(),
-                type_text: "STRING".into(),
-                type_name: "STRING".into(),
-                position: 1,
-                nullable: true,
-                comment: None,
-            },
-            ColumnInfo {
-                name: "age".into(),
-                type_text: "INT".into(),
-                type_name: "INT".into(),
-                position: 2,
-                nullable: true,
-                comment: Some("User age".into()),
-            },
-        ];
-        let schema = columns_to_arrow_schema(&columns).unwrap();
-        assert_eq!(schema.fields().len(), 3);
-        assert_eq!(schema.field(0).name(), "id");
-        assert_eq!(*schema.field(0).data_type(), DataType::Int32);
-        assert!(!schema.field(0).is_nullable());
-        assert_eq!(schema.field(1).name(), "name");
-        assert_eq!(*schema.field(1).data_type(), DataType::Utf8);
-        assert!(schema.field(1).is_nullable());
-    }
-
-    #[test]
-    fn test_columns_sorted_by_position() {
-        let columns = vec![
-            ColumnInfo {
-                name: "b".into(),
-                type_text: "STRING".into(),
-                type_name: "STRING".into(),
-                position: 2,
-                nullable: true,
-                comment: None,
-            },
-            ColumnInfo {
-                name: "a".into(),
-                type_text: "INT".into(),
-                type_name: "INT".into(),
-                position: 0,
-                nullable: false,
-                comment: None,
-            },
-            ColumnInfo {
-                name: "c".into(),
-                type_text: "DOUBLE".into(),
-                type_name: "DOUBLE".into(),
-                position: 1,
-                nullable: true,
-                comment: None,
-            },
-        ];
-        let schema = columns_to_arrow_schema(&columns).unwrap();
-        assert_eq!(schema.field(0).name(), "a");
-        assert_eq!(schema.field(1).name(), "c");
-        assert_eq!(schema.field(2).name(), "b");
-    }
-
-    #[test]
-    fn test_empty_columns() {
-        let schema = columns_to_arrow_schema(&[]).unwrap();
-        assert_eq!(schema.fields().len(), 0);
-    }
-}
diff --git a/crates/lance-graph-catalog/src/unity_catalog.rs b/crates/lance-graph-catalog/src/unity_catalog.rs
deleted file mode 100644
index 9a4a772..0000000
--- a/crates/lance-graph-catalog/src/unity_catalog.rs
+++ /dev/null
@@ -1,353 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Unity Catalog REST API client implementing the [`CatalogProvider`] trait.
-//!
-//! Connects to an OSS Unity Catalog server and provides catalog browsing
-//! capabilities. This is the first `CatalogProvider` implementation.
-
-use std::collections::HashMap;
-
-use async_trait::async_trait;
-use reqwest::Client;
-use serde::Deserialize;
-
-use crate::catalog_provider::*;
-
-/// Configuration for connecting to a Unity Catalog server.
-#[derive(Debug, Clone)]
-pub struct UnityCatalogConfig {
-    /// Base URL of the UC server (e.g., `http://localhost:8080/api/2.1/unity-catalog`).
-    pub base_url: String,
-    /// Optional bearer token for authenticated access.
-    pub bearer_token: Option<String>,
-    /// Optional request timeout in seconds (default: 30).
-    pub timeout_secs: Option<u64>,
-}
-
-impl UnityCatalogConfig {
-    pub fn new(base_url: impl Into<String>) -> Self {
-        Self {
-            base_url: base_url.into().trim_end_matches('/').to_string(),
-            bearer_token: None,
-            timeout_secs: None,
-        }
-    }
-
-    pub fn with_token(mut self, token: impl Into<String>) -> Self {
-        self.bearer_token = Some(token.into());
-        self
-    }
-
-    pub fn with_timeout(mut self, secs: u64) -> Self {
-        self.timeout_secs = Some(secs);
-        self
-    }
-}
-
-/// Unity Catalog REST API client.
-pub struct UnityCatalogProvider {
-    config: UnityCatalogConfig,
-    client: Client,
-}
-
-impl UnityCatalogProvider {
-    pub fn new(config: UnityCatalogConfig) -> CatalogResult<Self> {
-        let mut builder = Client::builder();
-        if let Some(timeout) = config.timeout_secs {
-            builder = builder.timeout(std::time::Duration::from_secs(timeout));
-        }
-        let client = builder.build().map_err(|e| {
-            CatalogError::ConnectionError(format!("Failed to build HTTP client: {}", e))
-        })?;
-
-        Ok(Self { config, client })
-    }
-
-    fn request(&self, method: reqwest::Method, path: &str) -> reqwest::RequestBuilder {
-        let url = format!("{}{}", self.config.base_url, path);
-        let mut req = self.client.request(method, &url);
-        if let Some(ref token) = self.config.bearer_token {
-            req = req.bearer_auth(token);
-        }
-        req
-    }
-
-    async fn handle_response<T: serde::de::DeserializeOwned>(
-        &self,
-        resp: reqwest::Response,
-        resource_name: &str,
-    ) -> CatalogResult<T> {
-        let status = resp.status();
-
-        if status == reqwest::StatusCode::NOT_FOUND {
-            return Err(CatalogError::NotFound(format!(
-                "{} not found",
-                resource_name
-            )));
-        }
-        if status == reqwest::StatusCode::UNAUTHORIZED || status == reqwest::StatusCode::FORBIDDEN {
-            let body = resp.text().await.unwrap_or_default();
-            return Err(CatalogError::AuthError(format!(
-                "HTTP {}: {}",
-                status, body
-            )));
-        }
-        if !status.is_success() {
-            let body = resp.text().await.unwrap_or_default();
-            return Err(CatalogError::ConnectionError(format!(
-                "HTTP {}: {}",
-                status, body
-            )));
-        }
-
-        resp.json::<T>()
-            .await
-            .map_err(|e| CatalogError::InvalidResponse(e.to_string()))
-    }
-}
-
-// ---- Serde models for UC REST API JSON responses ----
-
-#[derive(Deserialize)]
-struct ListCatalogsResponse {
-    #[serde(default)]
-    catalogs: Vec<UcCatalog>,
-}
-
-#[derive(Deserialize)]
-struct UcCatalog {
-    name: String,
-    comment: Option<String>,
-    #[serde(default)]
-    properties: HashMap<String, String>,
-    created_at: Option<i64>,
-    updated_at: Option<i64>,
-}
-
-#[derive(Deserialize)]
-struct ListSchemasResponse {
-    #[serde(default)]
-    schemas: Vec<UcSchema>,
-}
-
-#[derive(Deserialize)]
-struct UcSchema {
-    name: String,
-    catalog_name: String,
-    comment: Option<String>,
-    #[serde(default)]
-    properties: HashMap<String, String>,
-    created_at: Option<i64>,
-    updated_at: Option<i64>,
-}
-
-#[derive(Deserialize)]
-struct ListTablesResponse {
-    #[serde(default)]
-    tables: Vec<UcTable>,
-}
-
-#[derive(Deserialize)]
-struct UcTable {
-    name: String,
-    catalog_name: String,
-    schema_name: String,
-    table_type: String,
-    data_source_format: Option<String>,
-    #[serde(default)]
-    columns: Vec<UcColumn>,
-    storage_location: Option<String>,
-    comment: Option<String>,
-    #[serde(default)]
-    properties: HashMap<String, String>,
-    created_at: Option<i64>,
-    updated_at: Option<i64>,
-}
-
-#[derive(Deserialize)]
-struct UcColumn {
-    name: String,
-    type_text: String,
-    type_name: String,
-    position: i32,
-    #[serde(default = "default_nullable")]
-    nullable: bool,
-    comment: Option<String>,
-}
-
-fn default_nullable() -> bool {
-    true
-}
-
-// ---- Conversion helpers ----
-
-impl From<UcCatalog> for CatalogInfo {
-    fn from(uc: UcCatalog) -> Self {
-        Self {
-            name: uc.name,
-            comment: uc.comment,
-            properties: uc.properties,
-            created_at: uc.created_at,
-            updated_at: uc.updated_at,
-        }
-    }
-}
-
-impl From<UcSchema> for SchemaInfo {
-    fn from(uc: UcSchema) -> Self {
-        Self {
-            name: uc.name,
-            catalog_name: uc.catalog_name,
-            comment: uc.comment,
-            properties: uc.properties,
-            created_at: uc.created_at,
-            updated_at: uc.updated_at,
-        }
-    }
-}
-
-impl From<UcTable> for TableInfo {
-    fn from(uc: UcTable) -> Self {
-        Self {
-            name: uc.name,
-            catalog_name: uc.catalog_name,
-            schema_name: uc.schema_name,
-            table_type: match uc.table_type.as_str() {
-                "EXTERNAL" => TableType::External,
-                _ => TableType::Managed,
-            },
-            data_source_format: match uc.data_source_format.as_deref() {
-                Some("DELTA") => DataSourceFormat::Delta,
-                Some("PARQUET") => DataSourceFormat::Parquet,
-                Some("CSV") => DataSourceFormat::Csv,
-                Some("JSON") => DataSourceFormat::Json,
-                Some("AVRO") => DataSourceFormat::Avro,
-                Some("ORC") => DataSourceFormat::Orc,
-                Some("TEXT") => DataSourceFormat::Text,
-                Some(other) => DataSourceFormat::Other(other.to_string()),
-                None => DataSourceFormat::Other("UNKNOWN".to_string()),
-            },
-            columns: uc.columns.into_iter().map(Into::into).collect(),
-            storage_location: uc.storage_location,
-            comment: uc.comment,
-            properties: uc.properties,
-            created_at: uc.created_at,
-            updated_at: uc.updated_at,
-        }
-    }
-}
-
-impl From<UcColumn> for ColumnInfo {
-    fn from(uc: UcColumn) -> Self {
-        Self {
-            name: uc.name,
-            type_text: uc.type_text,
-            type_name: uc.type_name,
-            position: uc.position,
-            nullable: uc.nullable,
-            comment: uc.comment,
-        }
-    }
-}
-
-// ---- CatalogProvider implementation ----
-
-#[async_trait]
-impl CatalogProvider for UnityCatalogProvider {
-    fn name(&self) -> &str {
-        "unity-catalog"
-    }
-
-    async fn list_catalogs(&self) -> CatalogResult<Vec<CatalogInfo>> {
-        let resp = self
-            .request(reqwest::Method::GET, "/catalogs")
-            .send()
-            .await
-            .map_err(|e| CatalogError::ConnectionError(e.to_string()))?;
-
-        let body: ListCatalogsResponse = self.handle_response(resp, "catalogs").await?;
-        Ok(body.catalogs.into_iter().map(Into::into).collect())
-    }
-
-    async fn get_catalog(&self, name: &str) -> CatalogResult<CatalogInfo> {
-        let resp = self
-            .request(reqwest::Method::GET, &format!("/catalogs/{}", name))
-            .send()
-            .await
-            .map_err(|e| CatalogError::ConnectionError(e.to_string()))?;
-
-        let body: UcCatalog = self
-            .handle_response(resp, &format!("catalog '{}'", name))
-            .await?;
-        Ok(body.into())
-    }
-
-    async fn list_schemas(&self, catalog_name: &str) -> CatalogResult<Vec<SchemaInfo>> {
-        let resp = self
-            .request(reqwest::Method::GET, "/schemas")
-            .query(&[("catalog_name", catalog_name)])
-            .send()
-            .await
-            .map_err(|e| CatalogError::ConnectionError(e.to_string()))?;
-
-        let body: ListSchemasResponse = self
-            .handle_response(resp, &format!("schemas in '{}'", catalog_name))
-            .await?;
-        Ok(body.schemas.into_iter().map(Into::into).collect())
-    }
-
-    async fn get_schema(&self, catalog_name: &str, schema_name: &str) -> CatalogResult<SchemaInfo> {
-        let full_name = format!("{}.{}", catalog_name, schema_name);
-        let resp = self
-            .request(reqwest::Method::GET, &format!("/schemas/{}", full_name))
-            .send()
-            .await
-            .map_err(|e| CatalogError::ConnectionError(e.to_string()))?;
-
-        let body: UcSchema = self
-            .handle_response(resp, &format!("schema '{}'", full_name))
-            .await?;
-        Ok(body.into())
-    }
-
-    async fn list_tables(
-        &self,
-        catalog_name: &str,
-        schema_name: &str,
-    ) -> CatalogResult<Vec<TableInfo>> {
-        let resp = self
-            .request(reqwest::Method::GET, "/tables")
-            .query(&[("catalog_name", catalog_name), ("schema_name", schema_name)])
-            .send()
-            .await
-            .map_err(|e| CatalogError::ConnectionError(e.to_string()))?;
-
-        let body: ListTablesResponse = self
-            .handle_response(
-                resp,
-                &format!("tables in '{}.{}'", catalog_name, schema_name),
-            )
-            .await?;
-        Ok(body.tables.into_iter().map(Into::into).collect())
-    }
-
-    async fn get_table(
-        &self,
-        catalog_name: &str,
-        schema_name: &str,
-        table_name: &str,
-    ) -> CatalogResult<TableInfo> {
-        let full_name = format!("{}.{}.{}", catalog_name, schema_name, table_name);
-        let resp = self
-            .request(reqwest::Method::GET, &format!("/tables/{}", full_name))
-            .send()
-            .await
-            .map_err(|e| CatalogError::ConnectionError(e.to_string()))?;
-
-        let body: UcTable = self
-            .handle_response(resp, &format!("table '{}'", full_name))
-            .await?;
-        Ok(body.into())
-    }
-}
diff --git a/crates/lance-graph-catalog/tests/unity_catalog_integration.rs b/crates/lance-graph-catalog/tests/unity_catalog_integration.rs
deleted file mode 100644
index 74a7b56..0000000
--- a/crates/lance-graph-catalog/tests/unity_catalog_integration.rs
+++ /dev/null
@@ -1,466 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Integration tests for UnityCatalogProvider using wiremock to mock the REST API.
-
-use std::collections::HashMap;
-
-use lance_graph_catalog::{
-    CatalogProvider, DataSourceFormat, TableType, UnityCatalogConfig, UnityCatalogProvider,
-};
-use wiremock::matchers::{method, path, query_param};
-use wiremock::{Mock, MockServer, ResponseTemplate};
-
-async fn setup_provider(server: &MockServer) -> UnityCatalogProvider {
-    let config = UnityCatalogConfig::new(server.uri());
-    UnityCatalogProvider::new(config).unwrap()
-}
-
-// ---- list_catalogs ----
-
-#[tokio::test]
-async fn test_list_catalogs() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/catalogs"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "catalogs": [
-                { "name": "unity", "comment": "Main catalog" },
-                { "name": "staging", "comment": null }
-            ]
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let catalogs = provider.list_catalogs().await.unwrap();
-
-    assert_eq!(catalogs.len(), 2);
-    assert_eq!(catalogs[0].name, "unity");
-    assert_eq!(catalogs[0].comment.as_deref(), Some("Main catalog"));
-    assert_eq!(catalogs[1].name, "staging");
-    assert_eq!(catalogs[1].comment, None);
-}
-
-#[tokio::test]
-async fn test_list_catalogs_empty() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/catalogs"))
-        .respond_with(
-            ResponseTemplate::new(200).set_body_json(serde_json::json!({ "catalogs": [] })),
-        )
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let catalogs = provider.list_catalogs().await.unwrap();
-    assert!(catalogs.is_empty());
-}
-
-// ---- get_catalog ----
-
-#[tokio::test]
-async fn test_get_catalog() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/catalogs/unity"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "name": "unity",
-            "comment": "Main catalog",
-            "properties": { "owner": "admin" },
-            "created_at": 1700000000000_i64,
-            "updated_at": 1700000001000_i64
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let catalog = provider.get_catalog("unity").await.unwrap();
-
-    assert_eq!(catalog.name, "unity");
-    assert_eq!(catalog.comment.as_deref(), Some("Main catalog"));
-    assert_eq!(catalog.properties.get("owner").unwrap(), "admin");
-    assert_eq!(catalog.created_at, Some(1700000000000));
-}
-
-#[tokio::test]
-async fn test_get_catalog_not_found() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/catalogs/nonexistent"))
-        .respond_with(ResponseTemplate::new(404))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let err = provider.get_catalog("nonexistent").await.unwrap_err();
-    assert!(err.to_string().contains("not found"));
-}
-
-// ---- list_schemas ----
-
-#[tokio::test]
-async fn test_list_schemas() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/schemas"))
-        .and(query_param("catalog_name", "unity"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "schemas": [
-                {
-                    "name": "default",
-                    "catalog_name": "unity",
-                    "comment": "Default schema"
-                },
-                {
-                    "name": "staging",
-                    "catalog_name": "unity",
-                    "comment": null
-                }
-            ]
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let schemas = provider.list_schemas("unity").await.unwrap();
-
-    assert_eq!(schemas.len(), 2);
-    assert_eq!(schemas[0].name, "default");
-    assert_eq!(schemas[0].catalog_name, "unity");
-    assert_eq!(schemas[0].comment.as_deref(), Some("Default schema"));
-}
-
-// ---- get_schema ----
-
-#[tokio::test]
-async fn test_get_schema() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/schemas/unity.default"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "name": "default",
-            "catalog_name": "unity",
-            "comment": "Default schema"
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let schema = provider.get_schema("unity", "default").await.unwrap();
-
-    assert_eq!(schema.name, "default");
-    assert_eq!(schema.catalog_name, "unity");
-}
-
-#[tokio::test]
-async fn test_get_schema_not_found() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/schemas/unity.nonexistent"))
-        .respond_with(ResponseTemplate::new(404))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let err = provider
-        .get_schema("unity", "nonexistent")
-        .await
-        .unwrap_err();
-    assert!(err.to_string().contains("not found"));
-}
-
-// ---- list_tables ----
-
-#[tokio::test]
-async fn test_list_tables() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/tables"))
-        .and(query_param("catalog_name", "unity"))
-        .and(query_param("schema_name", "default"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "tables": [
-                {
-                    "name": "marksheet",
-                    "catalog_name": "unity",
-                    "schema_name": "default",
-                    "table_type": "MANAGED",
-                    "data_source_format": "DELTA",
-                    "columns": [],
-                    "storage_location": "s3://bucket/marksheet",
-                    "comment": "Student marks"
-                },
-                {
-                    "name": "users",
-                    "catalog_name": "unity",
-                    "schema_name": "default",
-                    "table_type": "EXTERNAL",
-                    "data_source_format": "PARQUET",
-                    "columns": [],
-                    "storage_location": "/data/users.parquet"
-                }
-            ]
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let tables = provider.list_tables("unity", "default").await.unwrap();
-
-    assert_eq!(tables.len(), 2);
-    assert_eq!(tables[0].name, "marksheet");
-    assert_eq!(tables[0].table_type, TableType::Managed);
-    assert_eq!(tables[0].data_source_format, DataSourceFormat::Delta);
-    assert_eq!(
-        tables[0].storage_location.as_deref(),
-        Some("s3://bucket/marksheet")
-    );
-    assert_eq!(tables[0].comment.as_deref(), Some("Student marks"));
-
-    assert_eq!(tables[1].name, "users");
-    assert_eq!(tables[1].table_type, TableType::External);
-    assert_eq!(tables[1].data_source_format, DataSourceFormat::Parquet);
-}
-
-// ---- get_table with columns ----
-
-#[tokio::test]
-async fn test_get_table_with_columns() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/tables/unity.default.marksheet"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "name": "marksheet",
-            "catalog_name": "unity",
-            "schema_name": "default",
-            "table_type": "MANAGED",
-            "data_source_format": "DELTA",
-            "columns": [
-                {
-                    "name": "id",
-                    "type_text": "INT",
-                    "type_name": "INT",
-                    "position": 0,
-                    "nullable": false,
-                    "comment": "Primary key"
-                },
-                {
-                    "name": "name",
-                    "type_text": "STRING",
-                    "type_name": "STRING",
-                    "position": 1,
-                    "nullable": true,
-                    "comment": "Student name"
-                },
-                {
-                    "name": "mark",
-                    "type_text": "DOUBLE",
-                    "type_name": "DOUBLE",
-                    "position": 2,
-                    "nullable": true
-                }
-            ],
-            "storage_location": "s3://bucket/marksheet",
-            "comment": "Student marks",
-            "properties": { "delta.minReaderVersion": "1" }
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let table = provider
-        .get_table("unity", "default", "marksheet")
-        .await
-        .unwrap();
-
-    assert_eq!(table.name, "marksheet");
-    assert_eq!(table.catalog_name, "unity");
-    assert_eq!(table.schema_name, "default");
-    assert_eq!(table.table_type, TableType::Managed);
-    assert_eq!(table.data_source_format, DataSourceFormat::Delta);
-    assert_eq!(table.columns.len(), 3);
-
-    assert_eq!(table.columns[0].name, "id");
-    assert_eq!(table.columns[0].type_name, "INT");
-    assert_eq!(table.columns[0].position, 0);
-    assert!(!table.columns[0].nullable);
-    assert_eq!(table.columns[0].comment.as_deref(), Some("Primary key"));
-
-    assert_eq!(table.columns[1].name, "name");
-    assert_eq!(table.columns[1].type_name, "STRING");
-    assert!(table.columns[1].nullable);
-
-    assert_eq!(table.columns[2].name, "mark");
-    assert_eq!(table.columns[2].type_name, "DOUBLE");
-    assert_eq!(table.columns[2].comment, None);
-
-    assert_eq!(table.properties.get("delta.minReaderVersion").unwrap(), "1");
-}
-
-#[tokio::test]
-async fn test_get_table_not_found() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/tables/unity.default.nonexistent"))
-        .respond_with(ResponseTemplate::new(404))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let err = provider
-        .get_table("unity", "default", "nonexistent")
-        .await
-        .unwrap_err();
-    assert!(err.to_string().contains("not found"));
-}
-
-// ---- table_to_arrow_schema ----
-
-#[tokio::test]
-async fn test_table_to_arrow_schema() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/tables/unity.default.test_table"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "name": "test_table",
-            "catalog_name": "unity",
-            "schema_name": "default",
-            "table_type": "MANAGED",
-            "data_source_format": "PARQUET",
-            "columns": [
-                { "name": "id", "type_text": "LONG", "type_name": "LONG", "position": 0, "nullable": false },
-                { "name": "value", "type_text": "DOUBLE", "type_name": "DOUBLE", "position": 1, "nullable": true },
-                { "name": "label", "type_text": "STRING", "type_name": "STRING", "position": 2, "nullable": true }
-            ],
-            "storage_location": "/data/test_table"
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let table = provider
-        .get_table("unity", "default", "test_table")
-        .await
-        .unwrap();
-    let schema = provider.table_to_arrow_schema(&table).unwrap();
-
-    assert_eq!(schema.fields().len(), 3);
-    assert_eq!(schema.field(0).name(), "id");
-    assert_eq!(*schema.field(0).data_type(), arrow_schema::DataType::Int64);
-    assert!(!schema.field(0).is_nullable());
-    assert_eq!(schema.field(1).name(), "value");
-    assert_eq!(
-        *schema.field(1).data_type(),
-        arrow_schema::DataType::Float64
-    );
-    assert_eq!(schema.field(2).name(), "label");
-    assert_eq!(*schema.field(2).data_type(), arrow_schema::DataType::Utf8);
-}
-
-// ---- auth error ----
-
-#[tokio::test]
-async fn test_auth_error() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/catalogs"))
-        .respond_with(ResponseTemplate::new(401).set_body_string("Unauthorized"))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let err = provider.list_catalogs().await.unwrap_err();
-    assert!(err.to_string().contains("Auth error"));
-}
-
-// ---- bearer token is sent ----
-
-#[tokio::test]
-async fn test_bearer_token_sent() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/catalogs"))
-        .and(wiremock::matchers::header(
-            "Authorization",
-            "Bearer my-token",
-        ))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "catalogs": [{ "name": "unity" }]
-        })))
-        .mount(&server)
-        .await;
-
-    let config = UnityCatalogConfig::new(server.uri()).with_token("my-token");
-    let provider = UnityCatalogProvider::new(config).unwrap();
-    let catalogs = provider.list_catalogs().await.unwrap();
-
-    assert_eq!(catalogs.len(), 1);
-    assert_eq!(catalogs[0].name, "unity");
-}
-
-// ---- data source format parsing ----
-
-#[tokio::test]
-async fn test_data_source_format_parsing() {
-    let server = MockServer::start().await;
-
-    Mock::given(method("GET"))
-        .and(path("/tables"))
-        .respond_with(ResponseTemplate::new(200).set_body_json(serde_json::json!({
-            "tables": [
-                { "name": "t1", "catalog_name": "c", "schema_name": "s", "table_type": "MANAGED", "data_source_format": "DELTA" },
-                { "name": "t2", "catalog_name": "c", "schema_name": "s", "table_type": "EXTERNAL", "data_source_format": "PARQUET" },
-                { "name": "t3", "catalog_name": "c", "schema_name": "s", "table_type": "MANAGED", "data_source_format": "CSV" },
-                { "name": "t4", "catalog_name": "c", "schema_name": "s", "table_type": "MANAGED", "data_source_format": "JSON" },
-                { "name": "t5", "catalog_name": "c", "schema_name": "s", "table_type": "MANAGED", "data_source_format": "AVRO" },
-                { "name": "t6", "catalog_name": "c", "schema_name": "s", "table_type": "MANAGED", "data_source_format": "ORC" },
-                { "name": "t7", "catalog_name": "c", "schema_name": "s", "table_type": "MANAGED", "data_source_format": "CUSTOM_FORMAT" },
-                { "name": "t8", "catalog_name": "c", "schema_name": "s", "table_type": "MANAGED" }
-            ]
-        })))
-        .mount(&server)
-        .await;
-
-    let provider = setup_provider(&server).await;
-    let tables = provider.list_tables("c", "s").await.unwrap();
-
-    assert_eq!(tables[0].data_source_format, DataSourceFormat::Delta);
-    assert_eq!(tables[1].data_source_format, DataSourceFormat::Parquet);
-    assert_eq!(tables[2].data_source_format, DataSourceFormat::Csv);
-    assert_eq!(tables[3].data_source_format, DataSourceFormat::Json);
-    assert_eq!(tables[4].data_source_format, DataSourceFormat::Avro);
-    assert_eq!(tables[5].data_source_format, DataSourceFormat::Orc);
-    assert_eq!(
-        tables[6].data_source_format,
-        DataSourceFormat::Other("CUSTOM_FORMAT".to_string())
-    );
-    assert_eq!(
-        tables[7].data_source_format,
-        DataSourceFormat::Other("UNKNOWN".to_string())
-    );
-}
-
-// ---- connection error ----
-
-#[tokio::test]
-async fn test_connection_error_on_bad_url() {
-    let config = UnityCatalogConfig::new("http://localhost:1").with_timeout(1);
-    let provider = UnityCatalogProvider::new(config).unwrap();
-    let err = provider.list_catalogs().await.unwrap_err();
-    assert!(err.to_string().contains("connection error"));
-}
diff --git a/crates/lance-graph-python/Cargo.lock b/crates/lance-graph-python/Cargo.lock
new file mode 100644
index 0000000..d3c4218
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+version = "1.0.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "29666d0abbfad1e3dc4dcf6144730dd3a3ab225bbbdac83319345b1b44ccfc1b"
+
+[[package]]
+name = "zstd"
+version = "0.13.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "7.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "64d80649ab6db9d9f6f9c80a40becd948eda4714a0a5ac8c4d157a32231c7882"
+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.1.2+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "481ada9c543b2323cbb7bbdbb5249177fbf0188ed959ed2c15e4b22421c84ed3"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/crates/lance-graph-python/Cargo.toml b/crates/lance-graph-python/Cargo.toml
index 2910b8f..9c231fc 100644
--- a/crates/lance-graph-python/Cargo.toml
+++ b/crates/lance-graph-python/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lance-graph-python"
-version = "0.5.4"
+version = "0.1.0"
 edition = "2021"
 authors = ["Lance Devs <dev@lancedb.com>"]
 publish = false
@@ -10,14 +10,15 @@ name = "_internal"
 crate-type = ["cdylib"]
 
 [dependencies]
-arrow = { version = "56.2", features = ["pyarrow"] }
-arrow-array = "56.2"
-arrow-schema = "56.2"
-arrow-ipc = "56.2"
-datafusion = { version = "50.3", default-features = false }
+arrow = { version = "58", features = ["pyarrow"] }
+arrow-array = "58"
+arrow-schema = "58"
+arrow-ipc = "58"
+datafusion = { version = "54", default-features = false }
 futures = "0.3"
+lance = "13.0.0"
 lance-graph = { path = "../lance-graph" }
 serde = { version = "1", features = ["derive"] }
 serde_json = "1"
-pyo3 = { version = "0.25", features = ["extension-module", "abi3-py39", "py-clone"] }
+pyo3 = { version = "0.28", features = ["extension-module", "abi3-py311", "py-clone"] }
 tokio = { version = "1.37", features = ["rt-multi-thread", "macros"] }
diff --git a/crates/lance-graph-python/src/catalog.rs b/crates/lance-graph-python/src/catalog.rs
deleted file mode 100644
index 26b253d..0000000
--- a/crates/lance-graph-python/src/catalog.rs
+++ /dev/null
@@ -1,373 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Python bindings for the catalog integration.
-
-use std::collections::HashMap;
-use std::sync::Arc;
-
-use lance_graph::sql_catalog::build_context_from_connector;
-use lance_graph::table_readers::default_table_readers;
-use lance_graph::{
-    CatalogInfo, Connector, SchemaInfo, TableInfo, UnityCatalogConfig, UnityCatalogProvider,
-};
-use pyo3::exceptions::PyRuntimeError;
-use pyo3::prelude::*;
-use pyo3::types::{PyDict, PyList};
-
-use crate::graph::{graph_error_to_pyerr, SqlEngine};
-use crate::RT;
-
-// ---- Python wrapper for CatalogInfo ----
-
-#[pyclass(name = "CatalogInfo", module = "lance.graph")]
-#[derive(Clone)]
-pub struct PyCatalogInfo {
-    inner: CatalogInfo,
-}
-
-#[pymethods]
-impl PyCatalogInfo {
-    #[getter]
-    fn name(&self) -> &str {
-        &self.inner.name
-    }
-
-    #[getter]
-    fn comment(&self) -> Option<&str> {
-        self.inner.comment.as_deref()
-    }
-
-    fn __repr__(&self) -> String {
-        format!("CatalogInfo(name='{}')", self.inner.name)
-    }
-}
-
-// ---- Python wrapper for SchemaInfo ----
-
-#[pyclass(name = "SchemaInfo", module = "lance.graph")]
-#[derive(Clone)]
-pub struct PySchemaInfo {
-    inner: SchemaInfo,
-}
-
-#[pymethods]
-impl PySchemaInfo {
-    #[getter]
-    fn name(&self) -> &str {
-        &self.inner.name
-    }
-
-    #[getter]
-    fn catalog_name(&self) -> &str {
-        &self.inner.catalog_name
-    }
-
-    #[getter]
-    fn comment(&self) -> Option<&str> {
-        self.inner.comment.as_deref()
-    }
-
-    fn __repr__(&self) -> String {
-        format!(
-            "SchemaInfo(name='{}.{}')",
-            self.inner.catalog_name, self.inner.name
-        )
-    }
-}
-
-// ---- Python wrapper for TableInfo ----
-
-#[pyclass(name = "TableInfo", module = "lance.graph")]
-#[derive(Clone)]
-pub struct PyTableInfo {
-    inner: TableInfo,
-}
-
-#[pymethods]
-impl PyTableInfo {
-    #[getter]
-    fn name(&self) -> &str {
-        &self.inner.name
-    }
-
-    #[getter]
-    fn catalog_name(&self) -> &str {
-        &self.inner.catalog_name
-    }
-
-    #[getter]
-    fn schema_name(&self) -> &str {
-        &self.inner.schema_name
-    }
-
-    #[getter]
-    fn table_type(&self) -> &str {
-        match self.inner.table_type {
-            lance_graph::TableType::Managed => "MANAGED",
-            lance_graph::TableType::External => "EXTERNAL",
-        }
-    }
-
-    #[getter]
-    fn data_source_format(&self) -> String {
-        format!("{:?}", self.inner.data_source_format)
-    }
-
-    #[getter]
-    fn storage_location(&self) -> Option<&str> {
-        self.inner.storage_location.as_deref()
-    }
-
-    #[getter]
-    fn comment(&self) -> Option<&str> {
-        self.inner.comment.as_deref()
-    }
-
-    #[getter]
-    fn num_columns(&self) -> usize {
-        self.inner.columns.len()
-    }
-
-    /// Return column info as a list of dicts.
-    fn columns<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyList>> {
-        let list = PyList::empty(py);
-        for col in &self.inner.columns {
-            let d = PyDict::new(py);
-            d.set_item("name", &col.name)?;
-            d.set_item("type_text", &col.type_text)?;
-            d.set_item("type_name", &col.type_name)?;
-            d.set_item("position", col.position)?;
-            d.set_item("nullable", col.nullable)?;
-            d.set_item("comment", col.comment.as_deref())?;
-            list.append(d)?;
-        }
-        Ok(list)
-    }
-
-    fn __repr__(&self) -> String {
-        format!(
-            "TableInfo(name='{}.{}.{}', format={:?}, columns={})",
-            self.inner.catalog_name,
-            self.inner.schema_name,
-            self.inner.name,
-            self.inner.data_source_format,
-            self.inner.columns.len()
-        )
-    }
-}
-
-// ---- Python UnityCatalog client ----
-
-/// Unity Catalog client for browsing catalog metadata and auto-registering
-/// tables into SqlEngine.
-///
-/// Examples
-/// --------
-/// >>> from lance_graph import UnityCatalog
-/// >>> uc = UnityCatalog("http://localhost:8080/api/2.1/unity-catalog")
-/// >>> catalogs = uc.list_catalogs()
-/// >>> engine = uc.create_sql_engine("unity", "default")
-/// >>> result = engine.execute("SELECT * FROM my_table LIMIT 10")
-///
-/// For cloud storage (S3, Azure, GCS):
-///
-/// >>> uc = UnityCatalog(
-/// ...     "http://localhost:8080/api/2.1/unity-catalog",
-/// ...     storage_options={"azure_storage_account_name": "myaccount", "azure_storage_account_key": "..."}
-/// ... )
-#[pyclass(name = "UnityCatalog", module = "lance.graph")]
-pub struct PyUnityCatalog {
-    connector: Arc<Connector>,
-}
-
-#[pymethods]
-impl PyUnityCatalog {
-    /// Create a new UnityCatalog client.
-    ///
-    /// Parameters
-    /// ----------
-    /// base_url : str
-    ///     Base URL of the Unity Catalog server
-    ///     (e.g., "http://localhost:8080/api/2.1/unity-catalog")
-    /// token : str, optional
-    ///     Bearer token for authentication
-    /// timeout : int, optional
-    ///     Request timeout in seconds
-    /// storage_options : dict, optional
-    ///     Key-value pairs for cloud storage credentials.
-    ///     S3: aws_access_key_id, aws_secret_access_key, aws_region
-    ///     Azure: azure_storage_account_name, azure_storage_account_key
-    ///     GCS: google_service_account_path
-    #[new]
-    #[pyo3(signature = (base_url, token=None, timeout=None, storage_options=None))]
-    fn new(
-        base_url: &str,
-        token: Option<&str>,
-        timeout: Option<u64>,
-        storage_options: Option<HashMap<String, String>>,
-    ) -> PyResult<Self> {
-        let mut config = UnityCatalogConfig::new(base_url);
-        if let Some(t) = token {
-            config = config.with_token(t);
-        }
-        if let Some(secs) = timeout {
-            config = config.with_timeout(secs);
-        }
-
-        let provider = UnityCatalogProvider::new(config)
-            .map_err(|e| PyRuntimeError::new_err(e.to_string()))?;
-        let readers = default_table_readers();
-        let mut connector = Connector::new(Arc::new(provider), readers);
-        if let Some(opts) = storage_options {
-            connector = connector.with_storage_options(opts);
-        }
-
-        Ok(Self {
-            connector: Arc::new(connector),
-        })
-    }
-
-    /// List all catalogs.
-    fn list_catalogs(&self, py: Python) -> PyResult<Vec<PyCatalogInfo>> {
-        let connector = self.connector.clone();
-        let result = RT
-            .block_on(Some(py), async move { connector.list_catalogs().await })?
-            .map_err(|e| PyRuntimeError::new_err(e.to_string()))?;
-        Ok(result
-            .into_iter()
-            .map(|c| PyCatalogInfo { inner: c })
-            .collect())
-    }
-
-    /// List schemas in a catalog.
-    ///
-    /// Parameters
-    /// ----------
-    /// catalog_name : str
-    ///     Name of the catalog
-    fn list_schemas(&self, py: Python, catalog_name: &str) -> PyResult<Vec<PySchemaInfo>> {
-        let connector = self.connector.clone();
-        let cat = catalog_name.to_string();
-        let result = RT
-            .block_on(Some(py), async move {
-                connector.list_schemas(&cat).await
-            })?
-            .map_err(|e| PyRuntimeError::new_err(e.to_string()))?;
-        Ok(result
-            .into_iter()
-            .map(|s| PySchemaInfo { inner: s })
-            .collect())
-    }
-
-    /// List tables in a schema.
-    ///
-    /// Parameters
-    /// ----------
-    /// catalog_name : str
-    ///     Name of the catalog
-    /// schema_name : str
-    ///     Name of the schema
-    fn list_tables(
-        &self,
-        py: Python,
-        catalog_name: &str,
-        schema_name: &str,
-    ) -> PyResult<Vec<PyTableInfo>> {
-        let connector = self.connector.clone();
-        let cat = catalog_name.to_string();
-        let sch = schema_name.to_string();
-        let result = RT
-            .block_on(Some(py), async move {
-                connector.list_tables(&cat, &sch).await
-            })?
-            .map_err(|e| PyRuntimeError::new_err(e.to_string()))?;
-        Ok(result
-            .into_iter()
-            .map(|t| PyTableInfo { inner: t })
-            .collect())
-    }
-
-    /// Get detailed table info including columns.
-    ///
-    /// Parameters
-    /// ----------
-    /// catalog_name : str
-    ///     Name of the catalog
-    /// schema_name : str
-    ///     Name of the schema
-    /// table_name : str
-    ///     Name of the table
-    fn get_table(
-        &self,
-        py: Python,
-        catalog_name: &str,
-        schema_name: &str,
-        table_name: &str,
-    ) -> PyResult<PyTableInfo> {
-        let connector = self.connector.clone();
-        let cat = catalog_name.to_string();
-        let sch = schema_name.to_string();
-        let tbl = table_name.to_string();
-        let result = RT
-            .block_on(Some(py), async move {
-                connector.get_table(&cat, &sch, &tbl).await
-            })?
-            .map_err(|e| PyRuntimeError::new_err(e.to_string()))?;
-        Ok(PyTableInfo { inner: result })
-    }
-
-    /// Create an SqlEngine with all tables from a UC schema auto-registered.
-    ///
-    /// Discovers all tables in the specified catalog.schema, registers them
-    /// using the appropriate format reader (Parquet, Delta, etc.), and returns
-    /// an SqlEngine ready for SQL queries.
-    ///
-    /// Parameters
-    /// ----------
-    /// catalog_name : str
-    ///     Name of the UC catalog
-    /// schema_name : str
-    ///     Name of the UC schema
-    ///
-    /// Returns
-    /// -------
-    /// SqlEngine
-    ///     An SqlEngine with all UC tables registered, ready for SQL queries.
-    ///
-    /// Raises
-    /// ------
-    /// RuntimeError
-    ///     If connection to UC fails or table registration fails
-    fn create_sql_engine(
-        &self,
-        py: Python,
-        catalog_name: &str,
-        schema_name: &str,
-    ) -> PyResult<SqlEngine> {
-        let connector = self.connector.clone();
-        let cat = catalog_name.to_string();
-        let sch = schema_name.to_string();
-
-        let ctx = RT
-            .block_on(Some(py), async move {
-                build_context_from_connector(&connector, &cat, &sch).await
-            })?
-            .map_err(graph_error_to_pyerr)?;
-
-        Ok(SqlEngine::from_context(ctx))
-    }
-
-    fn __repr__(&self) -> String {
-        "UnityCatalog(...)".to_string()
-    }
-}
-
-/// Register catalog classes with the Python module.
-pub fn register_catalog_module(_py: Python, module: &Bound<'_, PyModule>) -> PyResult<()> {
-    module.add_class::<PyUnityCatalog>()?;
-    module.add_class::<PyCatalogInfo>()?;
-    module.add_class::<PySchemaInfo>()?;
-    module.add_class::<PyTableInfo>()?;
-    Ok(())
-}
diff --git a/crates/lance-graph-python/src/executor.rs b/crates/lance-graph-python/src/executor.rs
index affd4be..cf95aaf 100644
--- a/crates/lance-graph-python/src/executor.rs
+++ b/crates/lance-graph-python/src/executor.rs
@@ -12,10 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::sync::mpsc::RecvTimeoutError;
-
 use futures::Future;
-use pyo3::{exceptions::PyRuntimeError, PyResult, Python};
+use pyo3::{PyResult, Python};
 
 pub const SIGNAL_CHECK_INTERVAL: std::time::Duration = std::time::Duration::from_millis(100);
 
@@ -31,10 +29,6 @@ pub struct BackgroundExecutor {
 }
 
 impl BackgroundExecutor {
-    #[allow(dead_code)]
-    pub fn get_runtime_handle(&self) -> Option<tokio::runtime::Handle> {
-        Some(self.runtime.handle().clone())
-    }
     /// Creates a tokio runtime and spawns a thread to run it.
     pub fn new() -> Self {
         // Create a new Runtime to run tasks
@@ -47,85 +41,6 @@ impl BackgroundExecutor {
         Self { runtime }
     }
 
-    /// Spawn a task and wait for it to complete.
-    ///
-    /// This method is safe to use with inputs that may reference a Rust async
-    /// runtime.
-    #[allow(dead_code)]
-    pub fn spawn<T>(&self, py: Option<Python<'_>>, task: T) -> PyResult<T::Output>
-    where
-        T: Future + Send + 'static,
-        T::Output: Send + 'static,
-    {
-        if let Some(py) = py {
-            py.allow_threads(|| self.spawn_impl(task))
-        } else {
-            // Python::with_gil is a no-op if the GIL is already held by the thread.
-            Python::with_gil(|py| py.allow_threads(|| self.spawn_impl(task)))
-        }
-    }
-
-    #[allow(dead_code)]
-    fn spawn_impl<T>(&self, task: T) -> PyResult<T::Output>
-    where
-        T: Future + Send + 'static,
-        T::Output: Send + 'static,
-    {
-        let (tx, rx) = std::sync::mpsc::channel::<T::Output>();
-
-        let fut = Box::pin(async move {
-            let task_output = task.await;
-            tokio::task::spawn_blocking(move || {
-                tx.send(task_output).ok();
-            })
-            .await
-            .unwrap();
-        });
-
-        let handle = self.runtime.spawn(fut);
-
-        loop {
-            // Check for keyboard interrupts
-            match Python::with_gil(|py| py.check_signals()) {
-                Ok(_) => {}
-                Err(err) => {
-                    handle.abort();
-                    return Err(err);
-                }
-            }
-            // Wait for 100ms before checking signals again
-            match rx.recv_timeout(SIGNAL_CHECK_INTERVAL) {
-                Ok(output) => return Ok(output),
-                Err(RecvTimeoutError::Timeout) => continue,
-                Err(RecvTimeoutError::Disconnected) => {
-                    handle.abort();
-                    return Err(PyRuntimeError::new_err("Task was aborted"));
-                }
-            }
-        }
-    }
-
-    /// Spawn a task in the background
-    #[allow(dead_code)]
-    pub fn spawn_background<T>(&self, py: Option<Python<'_>>, task: T)
-    where
-        T: Future + Send + 'static,
-        T::Output: Send + 'static,
-    {
-        if let Some(py) = py {
-            py.allow_threads(|| {
-                self.runtime.spawn(task);
-            })
-        } else {
-            // Python::with_gil is a no-op if the GIL is already held by the thread.
-            Python::with_gil(|py| {
-                py.allow_threads(|| {
-                    self.runtime.spawn(task);
-                })
-            })
-        }
-    }
-
     /// Block on a future and wait for it to complete.
     ///
     /// This helper method also frees the GIL before blocking.
@@ -143,10 +58,10 @@ impl BackgroundExecutor {
     {
         let future = Self::result_or_interrupt(future);
         if let Some(py) = py {
-            py.allow_threads(move || self.runtime.block_on(future))
+            py.detach(move || self.runtime.block_on(future))
         } else {
-            // Python::with_gil is a no-op if the GIL is already held by the thread.
-            Python::with_gil(|py| py.allow_threads(|| self.runtime.block_on(future)))
+            // Python::attach is a no-op if the GIL is already held by the thread.
+            Python::attach(|py| py.detach(|| self.runtime.block_on(future)))
         }
     }
 
@@ -158,7 +73,7 @@ impl BackgroundExecutor {
         let interrupt_future = async {
             loop {
                 // Check for keyboard interrupts
-                match Python::with_gil(|py| py.check_signals()) {
+                match Python::attach(|py| py.check_signals()) {
                     Ok(_) => {
                         // Wait for 100ms before checking signals again
                         tokio::time::sleep(SIGNAL_CHECK_INTERVAL).await;
diff --git a/crates/lance-graph-python/src/graph.rs b/crates/lance-graph-python/src/graph.rs
index 03a3c8d..653dbc6 100644
--- a/crates/lance-graph-python/src/graph.rs
+++ b/crates/lance-graph-python/src/graph.rs
@@ -15,20 +15,29 @@
 //! Graph query functionality for Lance datasets
 
 use std::collections::HashMap;
-use std::sync::Arc;
+use std::sync::{Arc, RwLock};
 
 use arrow::compute::concat_batches;
 use arrow::ffi_stream::ArrowArrayStreamReader;
 use arrow_array::{RecordBatch, RecordBatchReader};
 use arrow_schema::Schema;
-use datafusion::datasource::{DefaultTableSource, MemTable};
+use datafusion::datasource::{DefaultTableSource, MemTable, TableProvider};
 use datafusion::execution::context::SessionContext;
+use datafusion::execution::session_state::SessionStateBuilder;
+use futures::StreamExt;
+use lance::datafusion::LanceTableProvider;
+use lance::dataset::builder::DatasetBuilder;
+use lance::dataset::Dataset;
+use lance_graph::csr_expand::{
+    edge_changes, is_supported_id_type, Adjacency, AdjacencyCatalog, CsrQueryPlanner, NodeRows,
+    PruneCsrTargetColumns, PushCsrTargetFilters,
+};
+use lance_graph::key_statistics::KeyStatisticsProvider;
 use lance_graph::{
     ast::{DistanceMetric as RustDistanceMetric, GraphPattern, ReadingClause},
     CypherQuery as RustCypherQuery, ExecutionStrategy as RustExecutionStrategy,
     GraphConfig as RustGraphConfig, GraphError as RustGraphError, InMemoryCatalog,
-    SqlDialect as RustSqlDialect, SqlQuery as RustSqlQuery,
-    VectorSearch as RustVectorSearch,
+    SqlDialect as RustSqlDialect, SqlQuery as RustSqlQuery, VectorSearch as RustVectorSearch,
 };
 use pyo3::{
     exceptions::{PyNotImplementedError, PyRuntimeError, PyValueError},
@@ -42,7 +51,7 @@ use crate::namespace::PyDirNamespace;
 use crate::RT;
 
 /// Execution strategy for Cypher queries
-#[pyclass(name = "ExecutionStrategy", module = "lance.graph")]
+#[pyclass(name = "ExecutionStrategy", module = "lance_csr.graph", from_py_object)]
 #[derive(Clone, Copy)]
 pub enum ExecutionStrategy {
     /// Use DataFusion query planner (default, full feature support)
@@ -61,7 +70,7 @@ impl From<ExecutionStrategy> for RustExecutionStrategy {
 }
 
 /// SQL dialect for generating SQL from Cypher queries
-#[pyclass(name = "SqlDialect", module = "lance.graph")]
+#[pyclass(name = "SqlDialect", module = "lance_csr.graph", from_py_object)]
 #[derive(Clone, Copy)]
 pub enum SqlDialect {
     /// Generic SQL (DataFusion default dialect)
@@ -89,7 +98,7 @@ impl From<SqlDialect> for RustSqlDialect {
 }
 
 /// Distance metric for vector similarity search
-#[pyclass(name = "DistanceMetric", module = "lance.graph")]
+#[pyclass(name = "DistanceMetric", module = "lance_csr.graph", from_py_object)]
 #[derive(Clone, Copy)]
 pub enum DistanceMetric {
     /// L2 (Euclidean) distance - smaller is more similar
@@ -121,7 +130,7 @@ impl From<DistanceMetric> for RustDistanceMetric {
 ///
 /// Examples
 /// --------
-/// >>> from lance_graph import VectorSearch, DistanceMetric
+/// >>> from lance_csr import VectorSearch, DistanceMetric
 /// >>>
 /// >>> # Basic vector search on a PyArrow table
 /// >>> results = VectorSearch("embedding") \
@@ -129,7 +138,7 @@ impl From<DistanceMetric> for RustDistanceMetric {
 /// ...     .metric(DistanceMetric.Cosine) \
 /// ...     .top_k(10) \
 /// ...     .search(table)
-#[pyclass(name = "VectorSearch", module = "lance.graph")]
+#[pyclass(name = "VectorSearch", module = "lance_csr.graph", from_py_object)]
 #[derive(Clone)]
 pub struct VectorSearch {
     inner: RustVectorSearch,
@@ -290,7 +299,7 @@ impl VectorSearch {
     ///     If query vector is not set or column not found
     /// RuntimeError
     ///     If search execution fails
-    fn search(&self, py: Python, table: &Bound<'_, PyAny>) -> PyResult<PyObject> {
+    fn search(&self, py: Python, table: &Bound<'_, PyAny>) -> PyResult<Py<PyAny>> {
         let batch = python_any_to_record_batch(table)?;
         let batch = normalize_record_batch(batch)?;
 
@@ -322,7 +331,7 @@ pub(crate) fn graph_error_to_pyerr(err: RustGraphError) -> PyErr {
 }
 
 /// Graph configuration for interpreting Lance datasets as property graphs
-#[pyclass(name = "GraphConfig", module = "lance.graph")]
+#[pyclass(name = "GraphConfig", module = "lance_csr.graph", from_py_object)]
 #[derive(Clone)]
 pub struct GraphConfig {
     inner: RustGraphConfig,
@@ -358,7 +367,11 @@ impl GraphConfig {
 }
 
 /// Builder for GraphConfig
-#[pyclass(name = "GraphConfigBuilder", module = "lance.graph")]
+#[pyclass(
+    name = "GraphConfigBuilder",
+    module = "lance_csr.graph",
+    from_py_object
+)]
 #[derive(Clone)]
 pub struct GraphConfigBuilder {
     inner: lance_graph::config::GraphConfigBuilder,
@@ -402,18 +415,38 @@ impl GraphConfigBuilder {
     ///     The field containing source node IDs
     /// target_field : str
     ///     The field containing target node IDs
+    /// source_label, target_label : str, optional
+    ///     Node labels at each end (like ``FROM Post TO Person``). Needed only for
+    ///     relationship-type alternation (``[:A|B]``) next to nodes whose label
+    ///     depends on the type, and for multi-label nodes. Give both or neither.
     ///
     /// Returns
     /// -------
     /// GraphConfigBuilder
     ///     A new builder with the relationship mapping applied
-    fn with_relationship(&self, rel_type: &str, source_field: &str, target_field: &str) -> Self {
-        Self {
-            inner: self
-                .inner
-                .clone()
-                .with_relationship(rel_type, source_field, target_field),
-        }
+    #[pyo3(signature = (rel_type, source_field, target_field, source_label=None, target_label=None))]
+    fn with_relationship(
+        &self,
+        rel_type: &str,
+        source_field: &str,
+        target_field: &str,
+        source_label: Option<&str>,
+        target_label: Option<&str>,
+    ) -> PyResult<Self> {
+        let inner = self
+            .inner
+            .clone()
+            .with_relationship(rel_type, source_field, target_field);
+        let inner = match (source_label, target_label) {
+            (Some(src), Some(dst)) => inner.with_relationship_endpoints(rel_type, src, dst),
+            (None, None) => inner,
+            _ => {
+                return Err(PyValueError::new_err(
+                    "source_label and target_label must be given together",
+                ))
+            }
+        };
+        Ok(Self { inner })
     }
 
     /// Build the GraphConfig
@@ -434,7 +467,7 @@ impl GraphConfigBuilder {
 }
 
 /// Cypher query interface for Lance datasets
-#[pyclass(name = "CypherQuery", module = "lance.graph")]
+#[pyclass(name = "CypherQuery", module = "lance_csr.graph", from_py_object)]
 #[derive(Clone)]
 pub struct CypherQuery {
     inner: RustCypherQuery,
@@ -591,7 +624,7 @@ impl CypherQuery {
         py: Python,
         datasets: &Bound<'_, PyDict>,
         strategy: Option<ExecutionStrategy>,
-    ) -> PyResult<PyObject> {
+    ) -> PyResult<Py<PyAny>> {
         // Convert datasets to Arrow batches while holding the GIL
         let arrow_datasets = python_datasets_to_batches(datasets)?;
 
@@ -633,7 +666,7 @@ impl CypherQuery {
         py: Python,
         namespace: &Bound<'_, PyDirNamespace>,
         strategy: Option<ExecutionStrategy>,
-    ) -> PyResult<PyObject> {
+    ) -> PyResult<Py<PyAny>> {
         let rust_strategy = strategy.map(|s| s.into());
         let inner_query = self.inner.clone();
         let namespace_arc = namespace.borrow().inner.clone();
@@ -726,7 +759,7 @@ impl CypherQuery {
     ///
     /// Examples
     /// --------
-    /// >>> from lance_graph import CypherQuery, VectorSearch, DistanceMetric, GraphConfig
+    /// >>> from lance_csr import CypherQuery, VectorSearch, DistanceMetric, GraphConfig
     /// >>>
     /// >>> config = GraphConfig.builder().with_node_label("Document", "id").build()
     /// >>> query = CypherQuery("MATCH (d:Document) WHERE d.category = 'tech' RETURN d.id, d.name, d.embedding")
@@ -744,7 +777,7 @@ impl CypherQuery {
         py: Python,
         datasets: &Bound<'_, PyDict>,
         vector_search: &VectorSearch,
-    ) -> PyResult<PyObject> {
+    ) -> PyResult<Py<PyAny>> {
         if vector_search.use_lance_index {
             if let Some(result) =
                 try_execute_with_lance_index(py, &self.inner, datasets, vector_search)?
@@ -796,7 +829,7 @@ fn python_to_json(value: &Bound<'_, PyAny>) -> PyResult<JsonValue> {
     }
 }
 
-fn json_to_python(py: Python, value: &JsonValue) -> PyResult<PyObject> {
+fn json_to_python(py: Python, value: &JsonValue) -> PyResult<Py<PyAny>> {
     match value {
         JsonValue::Null => Ok(py.None()),
         JsonValue::Bool(b) => {
@@ -824,9 +857,9 @@ fn json_to_python(py: Python, value: &JsonValue) -> PyResult<PyObject> {
 
 /// Convert a single Python dataset value to a RecordBatch
 fn python_dataset_to_batch(value: &Bound<'_, PyAny>) -> PyResult<RecordBatch> {
-    let batch = if is_lance_dataset(value)? {
-        lance_dataset_to_record_batch(value)?
-    } else if value.hasattr("to_table")? {
+    // Lance datasets land here too: the one-shot `CypherQuery` paths materialize
+    // their inputs, unlike `CypherEngine`.
+    let batch = if value.hasattr("to_table")? {
         let table = value.call_method0("to_table")?;
         python_any_to_record_batch(&table)?
     } else {
@@ -973,6 +1006,11 @@ fn alias_map_from_query(query: &RustCypherQuery) -> HashMap<String, String> {
         .reading_clauses
         .iter()
         .chain(ast.post_with_reading_clauses.iter())
+        .chain(
+            ast.further_with_stages
+                .iter()
+                .flat_map(|stage| stage.reading_clauses.iter()),
+        )
     {
         if let ReadingClause::Match(match_clause) = clause {
             for pattern in &match_clause.patterns {
@@ -1029,52 +1067,13 @@ fn normalize_record_batch(batch: RecordBatch) -> PyResult<RecordBatch> {
     })
 }
 
-// Check if a Python object is a Lance dataset
+/// True for `lance.LanceDataset` and its subclasses.
 fn is_lance_dataset(value: &Bound<'_, PyAny>) -> PyResult<bool> {
-    // Check the type name directly
-    if let Ok(type_name) = value.get_type().repr() {
-        let type_str = type_name.to_string();
-        let is_lance = type_str.contains("lance.dataset.LanceDataset");
-        return Ok(is_lance);
+    // pylance is a hard dependency, so a failed import only happens in a broken install.
+    match value.py().import("lance") {
+        Ok(lance) => value.is_instance(&lance.getattr("LanceDataset")?),
+        Err(_) => Ok(false),
     }
-
-    // Fallback: check for uri (which we know Lance datasets have)
-    value.hasattr("uri")
-}
-
-// Convert Lance dataset to RecordBatch using alternative methods that avoid GIL issues
-fn lance_dataset_to_record_batch(dataset: &Bound<'_, PyAny>) -> PyResult<RecordBatch> {
-    // Try the scanner() approach that's used elsewhere in the Lance codebase
-    if let Ok(scanner) = dataset.call_method0("scanner") {
-        if let Ok(py_reader) = scanner.call_method0("to_pyarrow") {
-            return python_any_to_record_batch(&py_reader);
-        }
-    }
-
-    // Method 2: Use the count_rows + take approach to get data without to_table()
-    if dataset.hasattr("count_rows")? && dataset.hasattr("take")? {
-        let count = dataset.call_method0("count_rows")?;
-        let count_int: usize = count.extract()?;
-        if count_int > 0 {
-            // Take a range of rows (limit to 10000 for performance)
-            let take_count = std::cmp::min(count_int, 10000);
-
-            // Create a Python list of indices
-            let py = dataset.py();
-            let range_list = pyo3::types::PyList::empty(py);
-            for i in 0..take_count {
-                range_list.append(i)?;
-            }
-
-            if let Ok(table) = dataset.call_method1("take", (range_list,)) {
-                return python_any_to_record_batch(&table);
-            }
-        }
-    }
-
-    // Fallback: Use to_table() (this might still cause GIL issues but is last resort)
-    let table = dataset.call_method0("to_table")?;
-    python_any_to_record_batch(&table)
 }
 
 fn python_any_to_record_batch(value: &Bound<'_, PyAny>) -> PyResult<RecordBatch> {
@@ -1096,7 +1095,7 @@ fn python_any_to_record_batch(value: &Bound<'_, PyAny>) -> PyResult<RecordBatch>
     }
 
     if batches.is_empty() {
-        return Err(PyRuntimeError::new_err("Table has no data"));
+        return Ok(RecordBatch::new_empty(schema));
     }
 
     concat_batches(&schema, &batches)
@@ -1106,7 +1105,7 @@ fn python_any_to_record_batch(value: &Bound<'_, PyAny>) -> PyResult<RecordBatch>
 fn record_batch_to_python_table(
     py: Python,
     batch: &arrow_array::RecordBatch,
-) -> PyResult<PyObject> {
+) -> PyResult<Py<PyAny>> {
     use arrow::pyarrow::ToPyArrow;
     use pyo3::types::PyList;
 
@@ -1121,26 +1120,727 @@ fn record_batch_to_python_table(
     Ok(table.unbind())
 }
 
-/// Cypher query engine with cached catalog for efficient multi-query execution
+/// One input dataset as registered with a [`CypherEngine`].
+#[derive(Clone)]
+enum EngineSource {
+    /// On-disk Lance dataset, read lazily through `LanceTableProvider`.
+    ///
+    /// `dataset` is pinned to one version; only `refresh()` replaces it. `uri` and
+    /// `storage_options` are kept so refresh can reopen the same location with the
+    /// same credentials.
+    Lance {
+        uri: String,
+        storage_options: HashMap<String, String>,
+        dataset: Arc<Dataset>,
+    },
+    /// In-memory Arrow data supplied by the caller. Treated as immutable: replacing
+    /// it requires a new engine.
+    Arrow(RecordBatch),
+}
+
+/// Everything a query needs, built once and shared read-only by concurrent queries.
+///
+/// `refresh()` builds a complete replacement and swaps it in; queries already running
+/// keep the `Arc` they started with, so they finish on their original snapshot.
+struct EngineState {
+    sources: HashMap<String, EngineSource>,
+    catalog: Arc<dyn lance_graph::GraphSourceCatalog>,
+    context: SessionContext,
+    /// CSR adjacencies by relationship type; empty unless the engine uses CSR.
+    csr: HashMap<String, CsrEntry>,
+    /// Node id -> row indexes by node label, for the fused target lookup; same lifecycle.
+    node_index: HashMap<String, NodeIndexEntry>,
+    /// Join-key distinct counts by dataset name, reported to DataFusion's join planner.
+    key_stats: HashMap<String, KeyStatsEntry>,
+}
+
+/// Distinct counts for one dataset's node-id and edge-endpoint columns.
+#[derive(Clone)]
+struct KeyStatsEntry {
+    /// Dataset the counts describe; reused while it is the same snapshot.
+    source: EngineSource,
+    /// Actual column name -> distinct non-null values.
+    distinct: HashMap<String, usize>,
+    /// For a relationship dataset: mean fan-out by direction (outgoing, incoming).
+    fan_out: Option<(String, f64, f64)>,
+}
+
+/// Id -> row index for one node table, plus the source it came from.
+#[derive(Clone)]
+struct NodeIndexEntry {
+    source: EngineSource,
+    rows: Arc<NodeRows>,
+    build_ms: f64,
+}
+
+/// Both-direction adjacencies for one relationship type, plus the source they came from.
+#[derive(Clone)]
+struct CsrEntry {
+    /// Dataset the adjacencies reflect; reused while it is the same snapshot.
+    source: EngineSource,
+    outgoing: Arc<Adjacency>,
+    incoming: Arc<Adjacency>,
+    /// Wall time of the last build or delta application.
+    build_ms: f64,
+    /// How the last refresh produced this entry: build, rebuild, delta or reused.
+    update: &'static str,
+}
+
+/// Rebuild instead of applying a delta once pending changes (appended edges +
+/// tombstones, accumulated since the last full build) would exceed this fraction
+/// of the base. Lookups pay for the delta on every query, and a rebuild folds it in.
+///
+/// This threshold also bounds refresh cost: each delta refresh copies the whole
+/// accumulated delta (see the design note on `lance_graph::csr_expand::Adjacency`).
+/// Raising it makes refreshes slower as well as lookups.
+// shortcut: fixed threshold, chosen from python/benchmarks/csr_delta_accumulated.py; tune per workload if deltas grow large.
+const CSR_REBUILD_FRACTION: f64 = 0.25;
+
+/// Apply the edge changes between `old`'s snapshot and `source` as a delta.
+///
+/// `Ok(None)` means rebuild: not both Lance snapshots, the diff is not meaningful
+/// or failed (e.g. old files already cleaned up), or the delta would be too large.
+fn try_apply_csr_delta(
+    py: Python,
+    old: &CsrEntry,
+    source: &EngineSource,
+    src: &str,
+    dst: &str,
+) -> PyResult<Option<CsrEntry>> {
+    let (
+        EngineSource::Lance {
+            dataset: old_ds, ..
+        },
+        EngineSource::Lance {
+            dataset: new_ds, ..
+        },
+    ) = (&old.source, source)
+    else {
+        return Ok(None);
+    };
+    let started = std::time::Instant::now();
+    let Ok(Some(changes)) = RT.block_on(Some(py), edge_changes(old_ds, new_ds, src, dst))? else {
+        return Ok(None);
+    };
+    let elapsed = || started.elapsed().as_secs_f64() * 1e3;
+    if changes.is_empty() {
+        return Ok(Some(CsrEntry {
+            source: source.clone(),
+            build_ms: elapsed(),
+            update: "reused",
+            ..old.clone()
+        }));
+    }
+    let base = old.outgoing.base_edges() as f64;
+    let pending = old.outgoing.delta_edges() + old.outgoing.tombstones() + changes.len() as u64;
+    if pending as f64 > CSR_REBUILD_FRACTION * base {
+        return Ok(None);
+    }
+    let flip = |edges: &[(i64, i64)]| edges.iter().map(|&(a, b)| (b, a)).collect::<Vec<_>>();
+    let outgoing = old.outgoing.with_changes(&changes.added, &changes.removed);
+    let incoming = old
+        .incoming
+        .with_changes(&flip(&changes.added), &flip(&changes.removed));
+    Ok(Some(CsrEntry {
+        source: source.clone(),
+        outgoing: Arc::new(outgoing),
+        incoming: Arc::new(incoming),
+        build_ms: elapsed(),
+        update: "delta",
+    }))
+}
+
+impl EngineSource {
+    /// Pinned Lance version, or `None` for PyArrow input.
+    fn lance_version(&self) -> Option<u64> {
+        match self {
+            Self::Lance { dataset, .. } => Some(dataset.manifest().version),
+            Self::Arrow(_) => None,
+        }
+    }
+
+    /// True when both refer to the same immutable data (same pinned Lance handle or
+    /// same Arrow batch), so anything derived from one is valid for the other.
+    fn same_data(&self, other: &Self) -> bool {
+        match (self, other) {
+            (Self::Lance { dataset: a, .. }, Self::Lance { dataset: b, .. }) => Arc::ptr_eq(a, b),
+            (Self::Arrow(a), Self::Arrow(b)) => {
+                a.num_columns() == b.num_columns()
+                    && a.columns()
+                        .iter()
+                        .zip(b.columns())
+                        .all(|(x, y)| x.to_data().ptr_eq(&y.to_data()))
+            }
+            _ => false,
+        }
+    }
+}
+
+impl EngineState {
+    /// Mean fan-out of every relationship type with key statistics, both directions.
+    fn fan_out(&self) -> lance_graph::logical_plan::FanOut {
+        self.key_stats
+            .values()
+            .filter_map(|entry| entry.fan_out.as_ref())
+            .flat_map(|(rel_type, outgoing, incoming)| {
+                [
+                    ((rel_type.clone(), true), *outgoing),
+                    ((rel_type.clone(), false), *incoming),
+                ]
+            })
+            .collect()
+    }
+
+    fn adjacency_catalog(&self) -> AdjacencyCatalog {
+        let mut catalog = AdjacencyCatalog::default();
+        for (rel_type, entry) in &self.csr {
+            catalog.insert(rel_type, true, entry.outgoing.clone());
+            catalog.insert(rel_type, false, entry.incoming.clone());
+        }
+        for (label, entry) in &self.node_index {
+            catalog.insert_nodes(label, entry.rows.clone());
+        }
+        catalog
+    }
+}
+
+/// Open a Lance dataset in Rust. `version = None` means the latest version.
+fn open_lance_dataset(
+    py: Python,
+    uri: &str,
+    version: Option<u64>,
+    storage_options: &HashMap<String, String>,
+) -> PyResult<Dataset> {
+    let mut builder = DatasetBuilder::from_uri(uri).with_storage_options(storage_options.clone());
+    if let Some(version) = version {
+        builder = builder.with_version(version);
+    }
+    RT.block_on(Some(py), builder.load())?.map_err(|e| {
+        PyRuntimeError::new_err(format!("Failed to open Lance dataset {}: {}", uri, e))
+    })
+}
+
+/// Same version number and manifest commit time means the same snapshot.
+///
+/// The timestamp distinguishes a table deleted and recreated at the same location,
+/// which restarts version numbering at 1.
+fn same_lance_snapshot(a: &Dataset, b: &Dataset) -> bool {
+    a.manifest().version == b.manifest().version
+        && a.manifest().timestamp_nanos == b.manifest().timestamp_nanos
+}
+
+/// Convert one Python input value into an engine source without reading its rows.
+fn python_value_to_source(
+    py: Python,
+    name: &str,
+    value: &Bound<'_, PyAny>,
+) -> PyResult<EngineSource> {
+    if !is_lance_dataset(value)? {
+        return Ok(EngineSource::Arrow(python_dataset_to_batch(value)?));
+    }
+    // Datasets opened through a namespace client get credentials vended at runtime;
+    // reopening by URI would lose them, so refuse rather than read with the wrong identity.
+    for attr in ["_namespace_client", "_base_store_params"] {
+        if value.getattr(attr).map(|v| !v.is_none()).unwrap_or(false) {
+            return Err(PyValueError::new_err(format!(
+                "Dataset '{}' was opened with {}; CypherEngine can only reopen Lance datasets by URI \
+                 and storage options",
+                name, attr
+            )));
+        }
+    }
+    let uri: String = value.getattr("uri")?.extract()?;
+    let version: u64 = value.getattr("version")?.extract()?;
+    let storage_options: HashMap<String, String> = value
+        .getattr("initial_storage_options")?
+        .extract::<Option<HashMap<String, String>>>()?
+        .unwrap_or_default();
+    // Open the exact version the caller passed so the engine never silently jumps to latest.
+    let dataset = open_lance_dataset(py, &uri, Some(version), &storage_options)?;
+    Ok(EngineSource::Lance {
+        uri,
+        storage_options,
+        dataset: Arc::new(dataset),
+    })
+}
+
+/// Check that every configured id/endpoint column exists in its dataset.
+///
+/// Labels and columns compare case-insensitively, matching the planner. Mappings
+/// without a dataset are left for query time, as before, so unused labels stay legal.
+fn validate_sources(
+    config: &RustGraphConfig,
+    schemas: &HashMap<String, arrow_schema::SchemaRef>,
+) -> PyResult<()> {
+    let schema_for = |label: &str| {
+        schemas
+            .iter()
+            .find(|(name, _)| name.eq_ignore_ascii_case(label))
+            .map(|(_, schema)| schema)
+    };
+    let check = |label: &str, column: &str| -> PyResult<()> {
+        if let Some(schema) = schema_for(label) {
+            if !schema
+                .fields()
+                .iter()
+                .any(|f| f.name().eq_ignore_ascii_case(column))
+            {
+                return Err(PyValueError::new_err(format!(
+                    "Dataset for '{}' has no column '{}' required by the graph configuration",
+                    label, column
+                )));
+            }
+        }
+        Ok(())
+    };
+    for mapping in config.node_mappings.values() {
+        check(&mapping.label, &mapping.id_field)?;
+    }
+    for mapping in config.relationship_mappings.values() {
+        check(&mapping.relationship_type, &mapping.source_id_field)?;
+        check(&mapping.relationship_type, &mapping.target_id_field)?;
+    }
+    Ok(())
+}
+
+/// Validate sources and register them in a fresh catalog and session context.
+fn build_engine_state(
+    py: Python,
+    config: &RustGraphConfig,
+    sources: HashMap<String, EngineSource>,
+    use_csr: bool,
+    previous: Option<&EngineState>,
+) -> PyResult<EngineState> {
+    // The CSR planner only changes plans that contain CSR nodes, so install it always.
+    let ctx = SessionContext::new_with_state(
+        SessionStateBuilder::new()
+            .with_default_features()
+            .with_query_planner(Arc::new(CsrQueryPlanner))
+            // Move target-only filters into CSR nodes first, so pruning can then drop
+            // the filter columns from the take.
+            .with_optimizer_rule(Arc::new(PushCsrTargetFilters))
+            .with_optimizer_rule(Arc::new(PruneCsrTargetColumns))
+            .build(),
+    );
+    let mut schemas = HashMap::new();
+    let mut providers: HashMap<String, Arc<dyn TableProvider>> = HashMap::new();
+
+    for (name, source) in &sources {
+        let provider: Arc<dyn TableProvider> = match source {
+            // No _rowid/_rowaddr columns, so Lance and Arrow inputs expose the same schema.
+            EngineSource::Lance { dataset, .. } => {
+                Arc::new(LanceTableProvider::new(dataset.clone(), false, false))
+            }
+            EngineSource::Arrow(batch) => Arc::new(
+                MemTable::try_new(batch.schema(), memtable_partitions(batch)).map_err(|e| {
+                    PyRuntimeError::new_err(format!(
+                        "Failed to create MemTable for {}: {}",
+                        name, e
+                    ))
+                })?,
+            ),
+        };
+        schemas.insert(name.clone(), provider.schema());
+        // Registered unwrapped first: the CSR and key-statistics builds below scan it.
+        ctx.register_table(name.to_lowercase(), provider.clone())
+            .map_err(|e| {
+                PyRuntimeError::new_err(format!("Failed to register table {}: {}", name, e))
+            })?;
+        providers.insert(name.clone(), provider);
+    }
+
+    validate_sources(config, &schemas)?;
+    let (csr, node_index) = if use_csr {
+        (
+            build_csr_entries(py, config, &sources, &schemas, &ctx, previous)?,
+            build_node_index(py, config, &sources, previous)?,
+        )
+    } else {
+        (HashMap::new(), HashMap::new())
+    };
+    let key_stats = build_key_statistics(py, config, &sources, &schemas, &ctx, &csr, previous)?;
+
+    let mut catalog = InMemoryCatalog::new();
+    for (name, provider) in providers {
+        // Re-register with join-key statistics, so plans see them; see `key_statistics`.
+        let provider: Arc<dyn TableProvider> = match key_stats.get(&name) {
+            Some(entry) => Arc::new(KeyStatisticsProvider::new(provider, entry.distinct.clone())),
+            None => provider,
+        };
+        let table = name.to_lowercase();
+        ctx.deregister_table(table.as_str())
+            .and_then(|_| ctx.register_table(table.as_str(), provider.clone()))
+            .map_err(|e| {
+                PyRuntimeError::new_err(format!("Failed to register table {}: {}", name, e))
+            })?;
+
+        // Every dataset is registered as both a node and a relationship source; the
+        // GraphConfig and query pattern decide which interpretation the planner uses.
+        let table_source = Arc::new(DefaultTableSource::new(provider));
+        catalog = catalog
+            .with_node_source(&name, table_source.clone())
+            .with_relationship_source(&name, table_source);
+    }
+    Ok(EngineState {
+        sources,
+        catalog: Arc::new(catalog),
+        context: ctx,
+        csr,
+        node_index,
+        key_stats,
+    })
+}
+
+/// Build (or reuse) an id -> row index for every node label with unique integer ids.
+///
+/// Reused while the node dataset is the same snapshot; edge changes never touch it.
+/// Labels whose ids are not integers or not unique get no entry, so their targets
+/// keep the hash join.
+fn build_node_index(
+    py: Python,
+    config: &RustGraphConfig,
+    sources: &HashMap<String, EngineSource>,
+    previous: Option<&EngineState>,
+) -> PyResult<HashMap<String, NodeIndexEntry>> {
+    let mut entries = HashMap::new();
+    for mapping in config.node_mappings.values() {
+        let label = &mapping.label;
+        let Some(source) = sources
+            .iter()
+            .find(|(name, _)| name.eq_ignore_ascii_case(label))
+            .map(|(_, source)| source)
+        else {
+            continue;
+        };
+        if let Some(old) = previous.and_then(|p| p.node_index.get(label)) {
+            if old.source.same_data(source) {
+                entries.insert(label.clone(), old.clone());
+                continue;
+            }
+        }
+        let started = std::time::Instant::now();
+        let rows = match source {
+            EngineSource::Lance { dataset, .. } => RT.block_on(
+                Some(py),
+                NodeRows::from_lance(dataset.clone(), &mapping.id_field),
+            )?,
+            EngineSource::Arrow(batch) => NodeRows::from_batch(batch.clone(), &mapping.id_field),
+        }
+        .map_err(graph_error_to_pyerr)?;
+        if let Some(rows) = rows {
+            entries.insert(
+                label.clone(),
+                NodeIndexEntry {
+                    source: source.clone(),
+                    rows: Arc::new(rows),
+                    build_ms: started.elapsed().as_secs_f64() * 1e3,
+                },
+            );
+        }
+    }
+    Ok(entries)
+}
+
+/// Rows per in-memory batch, DataFusion's default `batch_size`.
+const MEMTABLE_BATCH_ROWS: usize = 8192;
+
+/// Split one in-memory table into zero-copy slices spread over one partition per core.
+///
+/// A `MemTable` holding a single large batch is one partition with one batch, and
+/// `RoundRobinBatch` repartitioning moves whole batches, so every operator that does
+/// not hash-repartition (such as `CsrExpandExec`) would run on one thread over all of
+/// it. Slicing shares the input's buffers; nothing is copied.
+fn memtable_partitions(batch: &RecordBatch) -> Vec<Vec<RecordBatch>> {
+    let partitions = std::thread::available_parallelism()
+        .map(|n| n.get())
+        .unwrap_or(1);
+    let mut out = vec![Vec::new(); partitions];
+    let rows = batch.num_rows();
+    if rows == 0 {
+        return vec![vec![batch.clone()]];
+    }
+    for (i, offset) in (0..rows).step_by(MEMTABLE_BATCH_ROWS).enumerate() {
+        let len = MEMTABLE_BATCH_ROWS.min(rows - offset);
+        out[i % partitions].push(batch.slice(offset, len));
+    }
+    out.retain(|p| !p.is_empty());
+    out
+}
+
+/// Distinct counts for every dataset's node-id and edge-endpoint columns.
+///
+/// DataFusion 54 sizes hash joins from these (see `lance_graph::key_statistics`).
+/// Node ids count as unique (the row count). Edge endpoints use the CSR's distinct
+/// source and target counts when the CSR is built, and otherwise one scan of the two
+/// endpoint columns; only integer endpoints are counted. Reused while a dataset is
+/// the same snapshot, so an unchanged `refresh()` costs nothing.
+// shortcut: the fallback scan reads every edge endpoint at construction and on each changed refresh (about one CSR build's scan); switch to an approximate counter (HyperLogLog) or Lance column statistics if that shows up in startup time.
+fn build_key_statistics(
+    py: Python,
+    config: &RustGraphConfig,
+    sources: &HashMap<String, EngineSource>,
+    schemas: &HashMap<String, arrow_schema::SchemaRef>,
+    ctx: &SessionContext,
+    csr: &HashMap<String, CsrEntry>,
+    previous: Option<&EngineState>,
+) -> PyResult<HashMap<String, KeyStatsEntry>> {
+    let mut entries = HashMap::new();
+    for (name, source) in sources {
+        if let Some(old) = previous.and_then(|p| p.key_stats.get(name)) {
+            if old.source.same_data(source) {
+                entries.insert(name.clone(), old.clone());
+                continue;
+            }
+        }
+        let column = |wanted: &str| {
+            schemas[name]
+                .fields()
+                .iter()
+                .find(|f| f.name().eq_ignore_ascii_case(wanted))
+                .cloned()
+        };
+        let rows = || -> PyResult<usize> {
+            Ok(match source {
+                EngineSource::Arrow(batch) => batch.num_rows(),
+                EngineSource::Lance { dataset, .. } => RT
+                    .block_on(Some(py), dataset.count_rows(None))?
+                    .map_err(|e| {
+                        PyRuntimeError::new_err(format!("Failed to count rows of {}: {}", name, e))
+                    })?,
+            })
+        };
+        let mut distinct = HashMap::new();
+        let mut to_count = Vec::new();
+        // Relationship type and endpoint columns, for the fan-out once counts are known.
+        let mut endpoints = None;
+        for mapping in config.node_mappings.values() {
+            if !mapping.label.eq_ignore_ascii_case(name) {
+                continue;
+            }
+            if let Some(id) = column(&mapping.id_field) {
+                distinct.insert(id.name().clone(), rows()?);
+            }
+        }
+        for mapping in config.relationship_mappings.values() {
+            if !mapping.relationship_type.eq_ignore_ascii_case(name) {
+                continue;
+            }
+            let (Some(src), Some(dst)) = (
+                column(&mapping.source_id_field),
+                column(&mapping.target_id_field),
+            ) else {
+                continue;
+            };
+            endpoints = Some((
+                mapping.relationship_type.to_lowercase(),
+                src.name().clone(),
+                dst.name().clone(),
+            ));
+            match csr.get(&mapping.relationship_type) {
+                // Built from this same snapshot in this refresh, so its counts are current.
+                Some(entry) => {
+                    distinct.insert(src.name().clone(), entry.outgoing.num_sources());
+                    distinct.insert(dst.name().clone(), entry.incoming.num_sources());
+                }
+                None => to_count.extend(
+                    [src, dst]
+                        .into_iter()
+                        .filter(|f| is_supported_id_type(f.data_type()))
+                        .map(|f| f.name().clone()),
+                ),
+            }
+        }
+        to_count.retain(|c| !distinct.contains_key(c));
+        if !to_count.is_empty() {
+            let table = name.to_lowercase();
+            let counts = RT
+                .block_on(Some(py), async {
+                    let df = ctx.table(table.as_str()).await?;
+                    let names: Vec<&str> = to_count.iter().map(String::as_str).collect();
+                    let mut stream = df.select_columns(&names)?.execute_stream().await?;
+                    let mut seen: Vec<std::collections::HashSet<i64>> =
+                        vec![Default::default(); names.len()];
+                    while let Some(batch) = stream.next().await {
+                        let batch = batch?;
+                        for (i, values) in seen.iter_mut().enumerate() {
+                            let column = arrow::compute::cast(
+                                batch.column(i),
+                                &arrow_schema::DataType::Int64,
+                            )?;
+                            let column = column
+                                .as_any()
+                                .downcast_ref::<arrow_array::Int64Array>()
+                                .expect("cast to Int64");
+                            values.extend(column.iter().flatten());
+                        }
+                    }
+                    Ok::<_, datafusion::error::DataFusionError>(
+                        seen.into_iter().map(|s| s.len()).collect::<Vec<_>>(),
+                    )
+                })?
+                .map_err(|e| {
+                    PyRuntimeError::new_err(format!("Failed to count join keys of {}: {}", name, e))
+                })?;
+            distinct.extend(to_count.into_iter().zip(counts));
+        }
+        let fan_out = match endpoints {
+            Some((rel_type, src, dst)) if distinct.contains_key(&src) => {
+                let edges = rows()? as f64;
+                let per = |c: &str| edges / distinct.get(c).copied().unwrap_or(1).max(1) as f64;
+                Some((rel_type, per(&src), per(&dst)))
+            }
+            _ => None,
+        };
+        if !distinct.is_empty() {
+            entries.insert(
+                name.clone(),
+                KeyStatsEntry {
+                    source: source.clone(),
+                    distinct,
+                    fan_out,
+                },
+            );
+        }
+    }
+    Ok(entries)
+}
+
+/// Build (or reuse) CSR adjacencies for every relationship type with integer endpoints.
 ///
-/// This class provides a high-performance query execution interface by building
-/// the catalog and DataFusion context once, then reusing them across multiple queries.
-/// This avoids the cold-start penalty of rebuilding metadata structures on every query.
+/// An entry from `previous` is reused when its relationship dataset is the same
+/// snapshot; node-table changes never invalidate it, since the CSR stores raw
+/// target ids. Relationship types with non-integer endpoints get no entry and
+/// queries over them use the join path.
+fn build_csr_entries(
+    py: Python,
+    config: &RustGraphConfig,
+    sources: &HashMap<String, EngineSource>,
+    schemas: &HashMap<String, arrow_schema::SchemaRef>,
+    ctx: &SessionContext,
+    previous: Option<&EngineState>,
+) -> PyResult<HashMap<String, CsrEntry>> {
+    let mut entries = HashMap::new();
+    for mapping in config.relationship_mappings.values() {
+        let rel_type = &mapping.relationship_type;
+        let Some((name, source)) = sources
+            .iter()
+            .find(|(name, _)| name.eq_ignore_ascii_case(rel_type))
+        else {
+            continue;
+        };
+        if let Some(old) = previous.and_then(|p| p.csr.get(rel_type)) {
+            if old.source.same_data(source) {
+                entries.insert(rel_type.clone(), old.clone());
+                continue;
+            }
+        }
+        let field = |column: &str| {
+            schemas[name]
+                .fields()
+                .iter()
+                .find(|f| f.name().eq_ignore_ascii_case(column))
+                .cloned()
+        };
+        let (Some(src), Some(dst)) = (
+            field(&mapping.source_id_field),
+            field(&mapping.target_id_field),
+        ) else {
+            continue;
+        };
+        if !is_supported_id_type(src.data_type()) || !is_supported_id_type(dst.data_type()) {
+            continue;
+        }
+
+        let previous_entry = previous.and_then(|p| p.csr.get(rel_type));
+        if let Some(old) = previous_entry {
+            if let Some(entry) = try_apply_csr_delta(py, old, source, src.name(), dst.name())? {
+                entries.insert(rel_type.clone(), entry);
+                continue;
+            }
+        }
+
+        let started = std::time::Instant::now();
+        let table = name.to_lowercase();
+        let (outgoing, incoming) = RT.block_on(Some(py), async {
+            // Two projected scans of the endpoint columns, one per direction.
+            let scan = || async {
+                ctx.table(table.as_str())
+                    .await?
+                    .select_columns(&[src.name().as_str(), dst.name().as_str()])?
+                    .execute_stream()
+                    .await
+            };
+            let scan_err = |e: datafusion::error::DataFusionError| {
+                PyRuntimeError::new_err(format!("Failed to scan edges for CSR: {}", e))
+            };
+            let outgoing =
+                Adjacency::build(scan().await.map_err(scan_err)?, src.name(), dst.name())
+                    .await
+                    .map_err(graph_error_to_pyerr)?;
+            let incoming =
+                Adjacency::build(scan().await.map_err(scan_err)?, dst.name(), src.name())
+                    .await
+                    .map_err(graph_error_to_pyerr)?;
+            Ok::<_, PyErr>((outgoing, incoming))
+        })??;
+        entries.insert(
+            rel_type.clone(),
+            CsrEntry {
+                source: source.clone(),
+                outgoing: Arc::new(outgoing),
+                incoming: Arc::new(incoming),
+                build_ms: started.elapsed().as_secs_f64() * 1e3,
+                update: if previous_entry.is_some() {
+                    "rebuild"
+                } else {
+                    "build"
+                },
+            },
+        );
+    }
+    Ok(entries)
+}
+
+/// Blocking adapter from a DataFusion stream to Arrow's `RecordBatchReader`.
+///
+/// PyArrow calls `next()` from its C stream interface with the GIL released, so
+/// blocking on the runtime here does not stall other Python threads. Ctrl-C is not
+/// checked between batches; dropping the reader cancels the remaining work.
+struct BlockingBatchReader {
+    schema: arrow_schema::SchemaRef,
+    stream: datafusion::physical_plan::SendableRecordBatchStream,
+}
+
+impl Iterator for BlockingBatchReader {
+    type Item = Result<RecordBatch, arrow_schema::ArrowError>;
+
+    fn next(&mut self) -> Option<Self::Item> {
+        RT.runtime
+            .block_on(self.stream.next())
+            .map(|r| r.map_err(|e| arrow_schema::ArrowError::ExternalError(Box::new(e))))
+    }
+}
+
+impl RecordBatchReader for BlockingBatchReader {
+    fn schema(&self) -> arrow_schema::SchemaRef {
+        self.schema.clone()
+    }
+}
+
+/// Cypher query engine with cached catalog for efficient multi-query execution
 ///
-/// Use this class when you need to execute multiple queries against the same datasets.
-/// For single queries, the simpler `CypherQuery.execute()` API may be more convenient.
+/// The engine registers each dataset once and reuses the catalog and DataFusion
+/// context across queries.
 ///
-/// Implementation Details
-/// ----------------------
-/// - Each dataset is registered as both a node and relationship source in the catalog.
-///   The GraphConfig and query planner determine at runtime which interpretation to use
-///   based on the Cypher query pattern (e.g., (p:Person) vs -[:KNOWS]->).
-/// - SessionContext is internally Arc-wrapped, so cloning for each query is cheap
-///   (just incrementing refcounts, not copying state).
+/// Lance datasets are read lazily from storage, pinned to the version passed in:
+/// writes made later (by this or another process) are not visible until
+/// ``refresh()``. Each dataset is pinned separately; versions across tables are not
+/// a transactional multi-table snapshot. PyArrow tables are held in memory and
+/// never change; supply a new engine to replace them.
 ///
 /// Examples
 /// --------
-/// >>> from lance_graph import CypherEngine, GraphConfig
+/// >>> from lance_csr import CypherEngine, GraphConfig
 /// >>> import pyarrow as pa
 /// >>>
 /// >>> # Setup
@@ -1161,106 +1861,83 @@ fn record_batch_to_python_table(
 /// >>> result1 = engine.execute("MATCH (p:Person) WHERE p.age > 30 RETURN p.name")
 /// >>> result2 = engine.execute("MATCH (p:Person)-[:KNOWS]->(f) RETURN p.name, f.name")
 /// >>> result3 = engine.execute("MATCH (p:Person) RETURN count(*)")
-#[pyclass(name = "CypherEngine", module = "lance.graph")]
+#[pyclass(name = "CypherEngine", module = "lance_csr.graph")]
 pub struct CypherEngine {
     config: RustGraphConfig,
-    catalog: Arc<dyn lance_graph::GraphSourceCatalog>,
-    context: Arc<datafusion::execution::context::SessionContext>,
+    state: RwLock<Arc<EngineState>>,
+    use_csr: bool,
+}
+
+impl CypherEngine {
+    /// The current snapshot. Cloning the `Arc` lets a query outlive a concurrent refresh.
+    fn snapshot(&self) -> Arc<EngineState> {
+        self.state
+            .read()
+            .expect("engine state lock poisoned")
+            .clone()
+    }
+
+    fn parse(&self, query: &str, state: &EngineState) -> PyResult<RustCypherQuery> {
+        let query = RustCypherQuery::new(query)
+            .map_err(graph_error_to_pyerr)?
+            .with_config(self.config.clone())
+            .with_fan_out(state.fan_out());
+        Ok(if self.use_csr {
+            query.with_adjacency(state.adjacency_catalog())
+        } else {
+            query
+        })
+    }
 }
 
 #[pymethods]
 impl CypherEngine {
     /// Create a new CypherEngine with cached catalog
     ///
-    /// This builds the catalog and DataFusion context once during initialization.
-    /// Subsequent queries will reuse these structures for better performance.
-    ///
     /// Parameters
     /// ----------
     /// config : GraphConfig
     ///     The graph configuration defining node labels and relationships
     /// datasets : dict
-    ///     Dictionary mapping table names to Lance datasets or PyArrow tables
-    ///
-    /// Returns
-    /// -------
-    /// CypherEngine
-    ///     A new engine instance ready to execute queries
+    ///     Dictionary mapping table names to Lance datasets or PyArrow tables.
+    ///     Lance datasets are not read here; PyArrow inputs are held in memory.
     ///
     /// Raises
     /// ------
     /// ValueError
-    ///     If the configuration or datasets are invalid
+    ///     If no datasets are given, a configured id/endpoint column is missing, or a
+    ///     Lance dataset cannot be reopened by URI (for example, namespace-vended
+    ///     credentials)
     /// RuntimeError
-    ///     If catalog building fails
+    ///     If a dataset cannot be opened or registered
     #[new]
-    fn new(config: &GraphConfig, datasets: &Bound<'_, PyDict>) -> PyResult<Self> {
-        // Convert datasets to Arrow batches
-        let arrow_datasets = python_datasets_to_batches(datasets)?;
-
-        if arrow_datasets.is_empty() {
+    #[pyo3(signature = (config, datasets, use_csr = false))]
+    fn new(
+        py: Python,
+        config: &GraphConfig,
+        datasets: &Bound<'_, PyDict>,
+        use_csr: bool,
+    ) -> PyResult<Self> {
+        if datasets.is_empty() {
             return Err(PyValueError::new_err("No input datasets provided"));
         }
-
-        // Create session context and catalog
-        let ctx = SessionContext::new();
-        let mut catalog = InMemoryCatalog::new();
-
-        // Register all datasets as tables
-        for (name, batch) in &arrow_datasets {
-            let mem_table = Arc::new(
-                MemTable::try_new(batch.schema(), vec![vec![batch.clone()]]).map_err(|e| {
-                    PyRuntimeError::new_err(format!(
-                        "Failed to create MemTable for {}: {}",
-                        name, e
-                    ))
-                })?,
-            );
-
-            // Register in session context for execution
-            let normalized_name = name.to_lowercase();
-            ctx.register_table(&normalized_name, mem_table.clone())
-                .map_err(|e| {
-                    PyRuntimeError::new_err(format!("Failed to register table {}: {}", name, e))
-                })?;
-
-            let table_source = Arc::new(DefaultTableSource::new(mem_table));
-
-            // Register as both node and relationship source with original name.
-            //
-            // This is intentional: lance-graph uses GraphConfig to determine at query-planning
-            // time whether a dataset should be treated as a node table or relationship table
-            // based on the Cypher query pattern (e.g., MATCH (p:Person) vs -[:KNOWS]->).
-            //
-            // By registering all datasets in both catalogs, we allow the planner to look up
-            // the correct source based on query context. This pattern matches the Rust
-            // implementation in query.rs:build_catalog_and_context_from_datasets.
-            catalog = catalog
-                .with_node_source(name, table_source.clone())
-                .with_relationship_source(name, table_source);
+        let mut sources = HashMap::new();
+        for (key, value) in datasets.iter() {
+            let name: String = key.extract()?;
+            let source = python_value_to_source(py, &name, &value)?;
+            sources.insert(name, source);
         }
-
+        let state = build_engine_state(py, &config.inner, sources, use_csr, None)?;
         Ok(Self {
             config: config.inner.clone(),
-            catalog: Arc::new(catalog),
-            context: Arc::new(ctx),
+            state: RwLock::new(Arc::new(state)),
+            use_csr,
         })
     }
 
-    /// Execute a Cypher query using the cached catalog
+    /// Execute a Cypher query and return the full result as a ``pyarrow.Table``.
     ///
-    /// This method reuses the catalog and context built during initialization,
-    /// avoiding the overhead of rebuilding metadata structures.
-    ///
-    /// Parameters
-    /// ----------
-    /// query : str
-    ///     The Cypher query string to execute
-    ///
-    /// Returns
-    /// -------
-    /// pyarrow.Table
-    ///     Query results as Arrow table
+    /// The whole result is held in memory; use ``execute_batches`` for large outputs.
     ///
     /// Raises
     /// ------
@@ -1268,35 +1945,142 @@ impl CypherEngine {
     ///     If the query is invalid
     /// RuntimeError
     ///     If query execution fails
-    ///
-    /// Examples
-    /// --------
-    /// >>> result = engine.execute("MATCH (p:Person) WHERE p.age > 30 RETURN p.name")
-    /// >>> print(result.to_pandas())
-    fn execute(&self, py: Python, query: &str) -> PyResult<PyObject> {
-        // Parse the query
-        let cypher_query = RustCypherQuery::new(query)
-            .map_err(graph_error_to_pyerr)?
-            .with_config(self.config.clone());
-
-        // Execute using the cached catalog and context
-        // Note: SessionContext is internally Arc-wrapped, so clone() is cheap.
-        // We clone the SessionContext (not the Arc) because execute_with_catalog_and_context
-        // takes ownership. DataFusion's SessionContext::clone() just increments Arc refcounts
-        // for internal state (RuntimeEnv, SessionState), so this is a shallow clone.
-        let catalog = self.catalog.clone();
-        let context = self.context.as_ref().clone();
-
+    fn execute(&self, py: Python, query: &str) -> PyResult<Py<PyAny>> {
+        let state = self.snapshot();
+        let cypher_query = self.parse(query, &state)?;
         let result_batch = RT
             .block_on(
                 Some(py),
-                cypher_query.execute_with_catalog_and_context(catalog, context),
+                cypher_query
+                    .execute_with_catalog_and_context(state.catalog.clone(), state.context.clone()),
             )?
             .map_err(graph_error_to_pyerr)?;
 
         record_batch_to_python_table(py, &result_batch)
     }
 
+    /// Execute a Cypher query and stream results as a ``pyarrow.RecordBatchReader``.
+    ///
+    /// Batches are computed as the reader is consumed. Scans, filters and projections
+    /// stream with bounded memory; joins, sorts and aggregations may still buffer.
+    /// The reader keeps its snapshot alive, so a concurrent ``refresh()`` does not
+    /// affect it. Planning errors raise immediately; execution errors raise while reading.
+    fn execute_batches(&self, py: Python, query: &str) -> PyResult<Py<PyAny>> {
+        use arrow::pyarrow::IntoPyArrow;
+
+        let state = self.snapshot();
+        let cypher_query = self.parse(query, &state)?;
+        let stream = RT
+            .block_on(
+                Some(py),
+                cypher_query.execute_stream_with_catalog_and_context(
+                    state.catalog.clone(),
+                    state.context.clone(),
+                ),
+            )?
+            .map_err(graph_error_to_pyerr)?;
+        let reader: Box<dyn RecordBatchReader + Send> = Box::new(BlockingBatchReader {
+            schema: stream.schema(),
+            stream,
+        });
+        Ok(reader.into_pyarrow(py)?.unbind())
+    }
+
+    /// Return the query plan, including the physical plan with pushed-down scans.
+    fn explain(&self, py: Python, query: &str) -> PyResult<String> {
+        let state = self.snapshot();
+        let cypher_query = self.parse(query, &state)?;
+        RT.block_on(
+            Some(py),
+            cypher_query
+                .explain_with_catalog_and_context(state.catalog.clone(), state.context.clone()),
+        )?
+        .map_err(graph_error_to_pyerr)
+    }
+
+    /// Move every Lance dataset to its latest version.
+    ///
+    /// Datasets whose version and commit time are unchanged keep their open handle.
+    /// The replacement is validated in full before it is swapped in; on error nothing
+    /// changes and the previous snapshot stays usable. Queries already running finish
+    /// on the snapshot they started with. PyArrow inputs are unchanged.
+    fn refresh(&self, py: Python) -> PyResult<()> {
+        let current = self.snapshot();
+        let mut sources = current.sources.clone();
+        for source in sources.values_mut() {
+            if let EngineSource::Lance {
+                uri,
+                storage_options,
+                dataset,
+            } = source
+            {
+                let latest = open_lance_dataset(py, uri, None, storage_options)?;
+                if !same_lance_snapshot(&latest, dataset) {
+                    *dataset = Arc::new(latest);
+                }
+            }
+        }
+        let state = build_engine_state(py, &self.config, sources, self.use_csr, Some(&current))?;
+        *self.state.write().expect("engine state lock poisoned") = Arc::new(state);
+        Ok(())
+    }
+
+    /// Node id -> row index statistics per node label (experimental, ``use_csr=True``).
+    ///
+    /// Same fields as ``csr_stats`` with ``rows`` instead of ``edges``. A label is
+    /// missing when its ids are not unique integers; its targets then use a join.
+    fn node_index_stats(&self, py: Python) -> PyResult<Py<PyAny>> {
+        let stats = PyDict::new(py);
+        for (label, entry) in &self.snapshot().node_index {
+            let item = PyDict::new(py);
+            item.set_item("rows", entry.rows.num_rows())?;
+            item.set_item("version", entry.source.lance_version())?;
+            item.set_item("build_ms", entry.build_ms)?;
+            stats.set_item(label, item)?;
+        }
+        Ok(stats.into_any().unbind())
+    }
+
+    /// CSR adjacency statistics per relationship type (experimental, ``use_csr=True``).
+    ///
+    /// - ``edges``: live indexed edges (null endpoints are skipped).
+    /// - ``delta_edges`` / ``tombstones``: appended and removed edges held outside
+    ///   the base CSR since its last full build.
+    /// - ``update``: how the last refresh produced it: ``build`` (first),
+    ///   ``rebuild`` (full), ``delta`` (changes applied) or ``reused`` (no edge change).
+    /// - ``version``: relationship dataset version it reflects (``None`` for PyArrow).
+    /// - ``build_ms``: wall time of that build or delta, both directions.
+    ///
+    /// An identical dict after ``refresh()`` means the snapshot itself was unchanged.
+    fn csr_stats(&self, py: Python) -> PyResult<Py<PyAny>> {
+        let stats = PyDict::new(py);
+        for (rel_type, entry) in &self.snapshot().csr {
+            let item = PyDict::new(py);
+            item.set_item("edges", entry.outgoing.num_edges())?;
+            item.set_item("delta_edges", entry.outgoing.delta_edges())?;
+            item.set_item("tombstones", entry.outgoing.tombstones())?;
+            item.set_item("update", entry.update)?;
+            item.set_item("version", entry.source.lance_version())?;
+            item.set_item("build_ms", entry.build_ms)?;
+            stats.set_item(rel_type, item)?;
+        }
+        Ok(stats.into_any().unbind())
+    }
+
+    /// Pinned version of each Lance dataset, keyed by dataset name.
+    fn dataset_versions(&self) -> HashMap<String, u64> {
+        self.snapshot()
+            .sources
+            .iter()
+            .filter_map(|(name, source)| match source {
+                EngineSource::Lance { dataset, .. } => {
+                    Some((name.clone(), dataset.manifest().version))
+                }
+                EngineSource::Arrow(_) => None,
+            })
+            .collect()
+    }
+
     /// Get the graph configuration
     fn config(&self) -> GraphConfig {
         GraphConfig {
@@ -1325,21 +2109,16 @@ impl CypherEngine {
         py: Python,
         query: &str,
         vector_search: &VectorSearch,
-    ) -> PyResult<PyObject> {
-        // Parse query and execute with cached catalog/context
-        let cypher_query = RustCypherQuery::new(query)
-            .map_err(graph_error_to_pyerr)?
-            .with_config(self.config.clone());
-
-        let catalog = self.catalog.clone();
-        let context = self.context.as_ref().clone();
+    ) -> PyResult<Py<PyAny>> {
+        let state = self.snapshot();
+        let cypher_query = self.parse(query, &state)?;
         let vs = vector_search.inner.clone();
 
         // Execute query to get candidates, then apply vector reranking
         let result_batch = RT
             .block_on(Some(py), async move {
                 let candidates = cypher_query
-                    .execute_with_catalog_and_context(catalog, context)
+                    .execute_with_catalog_and_context(state.catalog.clone(), state.context.clone())
                     .await?;
                 vs.search(&candidates).await
             })?
@@ -1366,13 +2145,13 @@ impl CypherEngine {
 /// Examples
 /// --------
 /// >>> import pyarrow as pa
-/// >>> from lance_graph import SqlQuery
+/// >>> from lance_csr import SqlQuery
 /// >>>
 /// >>> person = pa.table({"id": [1, 2], "name": ["Alice", "Bob"], "age": [28, 34]})
 /// >>> query = SqlQuery("SELECT name, age FROM person WHERE age > 30")
 /// >>> result = query.execute({"person": person})
 /// >>> print(result.to_pandas())
-#[pyclass(name = "SqlQuery", module = "lance.graph")]
+#[pyclass(name = "SqlQuery", module = "lance_csr.graph")]
 pub struct SqlQuery {
     inner: RustSqlQuery,
 }
@@ -1418,7 +2197,7 @@ impl SqlQuery {
     /// ------
     /// RuntimeError
     ///     If query execution fails
-    fn execute(&self, py: Python, datasets: &Bound<'_, PyDict>) -> PyResult<PyObject> {
+    fn execute(&self, py: Python, datasets: &Bound<'_, PyDict>) -> PyResult<Py<PyAny>> {
         let arrow_datasets = python_datasets_to_batches(datasets)?;
         let inner = self.inner.clone();
 
@@ -1468,7 +2247,7 @@ impl SqlQuery {
 ///
 /// Examples
 /// --------
-/// >>> from lance_graph import SqlEngine
+/// >>> from lance_csr import SqlEngine
 /// >>> import pyarrow as pa
 /// >>>
 /// >>> datasets = {
@@ -1479,7 +2258,7 @@ impl SqlQuery {
 /// >>> engine = SqlEngine(datasets)
 /// >>> result1 = engine.execute("SELECT * FROM person WHERE age > 30")
 /// >>> result2 = engine.execute("SELECT p.name FROM person p JOIN knows k ON p.id = k.src")
-#[pyclass(name = "SqlEngine", module = "lance.graph")]
+#[pyclass(name = "SqlEngine", module = "lance_csr.graph")]
 pub struct SqlEngine {
     context: Arc<SessionContext>,
 }
@@ -1553,7 +2332,7 @@ impl SqlEngine {
     /// ------
     /// RuntimeError
     ///     If query execution fails
-    fn execute(&self, py: Python, sql: &str) -> PyResult<PyObject> {
+    fn execute(&self, py: Python, sql: &str) -> PyResult<Py<PyAny>> {
         let query = RustSqlQuery::new(sql);
         let context = self.context.as_ref().clone();
 
@@ -1569,16 +2348,6 @@ impl SqlEngine {
     }
 }
 
-impl SqlEngine {
-    /// Create SqlEngine from a pre-built SessionContext.
-    /// Used internally by catalog integration (UnityCatalog.create_sql_engine).
-    pub(crate) fn from_context(ctx: SessionContext) -> Self {
-        Self {
-            context: Arc::new(ctx),
-        }
-    }
-}
-
 /// Register graph functionality with the Python module
 pub fn register_graph_module(py: Python, parent_module: &Bound<'_, PyModule>) -> PyResult<()> {
     let graph_module = PyModule::new(py, "graph")?;
@@ -1595,8 +2364,6 @@ pub fn register_graph_module(py: Python, parent_module: &Bound<'_, PyModule>) ->
     graph_module.add_class::<VectorSearch>()?;
     graph_module.add_class::<PyDirNamespace>()?;
 
-    crate::catalog::register_catalog_module(py, &graph_module)?;
-
     parent_module.add_submodule(&graph_module)?;
     Ok(())
 }
diff --git a/crates/lance-graph-python/src/lib.rs b/crates/lance-graph-python/src/lib.rs
index 70fa2ab..d9f440f 100644
--- a/crates/lance-graph-python/src/lib.rs
+++ b/crates/lance-graph-python/src/lib.rs
@@ -2,7 +2,6 @@ use std::sync::LazyLock;
 
 use pyo3::prelude::*;
 
-mod catalog;
 mod executor;
 mod graph;
 mod namespace;
diff --git a/crates/lance-graph-python/src/namespace.rs b/crates/lance-graph-python/src/namespace.rs
index e8af4ca..8fce54d 100644
--- a/crates/lance-graph-python/src/namespace.rs
+++ b/crates/lance-graph-python/src/namespace.rs
@@ -3,7 +3,7 @@ use std::sync::Arc;
 use lance_graph::DirNamespace;
 use pyo3::prelude::*;
 
-#[pyclass(name = "DirNamespace", module = "lance.graph")]
+#[pyclass(name = "DirNamespace", module = "lance_csr.graph")]
 pub struct PyDirNamespace {
     pub(crate) inner: Arc<DirNamespace>,
 }
diff --git a/crates/lance-graph/Cargo.toml b/crates/lance-graph/Cargo.toml
index 805da69..d8f8b1a 100644
--- a/crates/lance-graph/Cargo.toml
+++ b/crates/lance-graph/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lance-graph"
-version = "0.5.4"
+version = "0.1.0"
 edition = "2021"
 license = "Apache-2.0"
 authors = ["Lance Devs <dev@lancedb.com>"]
@@ -11,11 +11,12 @@ keywords = ["lance", "graph", "cypher", "query", "datafusion"]
 categories = ["database", "data-structures", "science"]
 
 [dependencies]
-arrow = { version = "56.2", features = ["prettyprint"] }
-arrow-array = "56.2"
-arrow-schema = "56.2"
+ahash = "0.8"
+arrow = { version = "58", features = ["prettyprint"] }
+arrow-array = "58"
+arrow-schema = "58"
 async-trait = "0.1"
-datafusion = { version = "50.3", default-features = false, features = [
+datafusion = { version = "54", default-features = false, features = [
     "nested_expressions",
     "regex_expressions",
     "unicode_expressions",
@@ -25,29 +26,23 @@ datafusion = { version = "50.3", default-features = false, features = [
     "string_expressions",
     "parquet",
 ] }
-datafusion-common = "50.3"
-datafusion-expr = "50.3"
-datafusion-sql = "50.3"
-datafusion-functions-aggregate = "50.3"
+datafusion-common = "54"
+datafusion-expr = "54"
+datafusion-sql = "54"
+datafusion-functions-aggregate = "54"
 futures = "0.3"
-lance-graph-catalog = { path = "../lance-graph-catalog", version = "0.5.4" }
-lance = "1.0.0"
-lance-linalg = "1.0.0"
-lance-namespace = "1.0.1"
+lance-graph-catalog = { path = "../lance-graph-catalog", version = "0.1.0" }
+lance = "13.0.0"
+lance-linalg = "13.0.0"
+lance-namespace = "13.0.0"
+lance-table = "13.0.0"
 nom = "7.1"
 serde = { version = "1", features = ["derive"] }
 serde_json = "1"
 snafu = "0.8"
-deltalake = { version = "0.29", features = ["datafusion", "s3", "azure", "gcs"], optional = true }
-url = { version = "2", optional = true }
-
-[features]
-default = ["unity-catalog", "delta"]
-unity-catalog = ["lance-graph-catalog/unity-catalog"]
-delta = ["dep:deltalake", "dep:url"]
 
 [dev-dependencies]
 futures = "0.3"
-lance-arrow = "1.0.0"
+lance-arrow = "13.0.0"
 tempfile = "3"
 tokio = { version = "1.37", features = ["macros", "rt-multi-thread"] }
diff --git a/crates/lance-graph/src/ast.rs b/crates/lance-graph/src/ast.rs
index 86e72de..83641e6 100644
--- a/crates/lance-graph/src/ast.rs
+++ b/crates/lance-graph/src/ast.rs
@@ -23,6 +23,10 @@ pub struct CypherQuery {
     pub post_with_reading_clauses: Vec<ReadingClause>,
     /// WHERE clause after WITH (optional) - filters the WITH results
     pub post_with_where_clause: Option<WhereClause>,
+    /// Second and later `WITH ... [MATCH ...] [WHERE ...]` stages, in order. The fields
+    /// above hold the first stage, as upstream's single-WITH AST did.
+    #[serde(default)]
+    pub further_with_stages: Vec<WithStage>,
     /// RETURN clause
     pub return_clause: ReturnClause,
     /// LIMIT clause (optional)
@@ -112,6 +116,14 @@ pub enum ReadingClause {
 pub struct MatchClause {
     /// Graph patterns to match
     pub patterns: Vec<GraphPattern>,
+    /// `OPTIONAL MATCH`: rows with no match are kept, with nulls for the new variables
+    #[serde(default)]
+    pub optional: bool,
+    /// A WHERE belonging to this clause: always the one right after an OPTIONAL MATCH
+    /// (it filters inside the optional part), and for a plain MATCH one followed by
+    /// another reading clause. A plain MATCH's last WHERE stays in the query's slot.
+    #[serde(default)]
+    pub where_clause: Option<WhereClause>,
 }
 
 /// An UNWIND clause
@@ -150,6 +162,19 @@ pub struct PathPattern {
     pub start_node: NodePattern,
     /// Relationships and intermediate nodes
     pub segments: Vec<PathSegment>,
+    /// `p = shortestPath(...)` / `allShortestPaths(...)`: one variable-length segment,
+    /// matched only by its shortest paths.
+    #[serde(default)]
+    pub shortest: Option<ShortestPathSpec>,
+}
+
+/// How a shortest-path pattern matches, and the path variable it binds.
+#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
+pub struct ShortestPathSpec {
+    /// `allShortestPaths`: every path of the minimum length, not just one.
+    pub all: bool,
+    /// The path variable (`p` in `p = shortestPath(...)`), used with `length(p)` and `nodes(p)`.
+    pub variable: Option<String>,
 }
 
 /// A segment of a path (relationship + end node)
@@ -248,6 +273,12 @@ pub enum BooleanExpression {
     Not(Box<BooleanExpression>),
     /// Property existence check
     Exists(PropertyRef),
+    /// `EXISTS { [MATCH] pattern [WHERE ...] }`, or a bare pattern used as a predicate
+    /// (`NOT (a)-[:R]-(b)`): true when the pattern matches from this row's variables.
+    PatternExists {
+        patterns: Vec<GraphPattern>,
+        where_clause: Option<Box<BooleanExpression>>,
+    },
     /// IN clause
     In {
         expression: ValueExpression,
@@ -316,6 +347,12 @@ pub enum ValueExpression {
     Property(PropertyRef),
     /// Literal value
     Literal(PropertyValue),
+    /// `CASE WHEN cond THEN value ... [ELSE value] END`. The simple form
+    /// `CASE x WHEN v THEN ...` is parsed into this one, with `x = v` conditions.
+    Case {
+        whens: Vec<(BooleanExpression, ValueExpression)>,
+        otherwise: Option<Box<ValueExpression>>,
+    },
     /// Scalar function call (toLower, upper, etc.)
     /// These are row-level functions that operate on individual values
     ScalarFunction {
@@ -372,7 +409,10 @@ pub enum FunctionType {
 pub fn classify_function(name: &str) -> FunctionType {
     match name.to_lowercase().as_str() {
         "count" | "sum" | "avg" | "min" | "max" | "collect" => FunctionType::Aggregate,
-        "tolower" | "lower" | "toupper" | "upper" => FunctionType::Scalar,
+        "tolower" | "lower" | "toupper" | "upper" | "coalesce" | "date_part" | "to_epoch_ms"
+        | "length" | "nodes" | "size" | "range" | "__index" | "__list" | "tostring" => {
+            FunctionType::Scalar
+        }
         // Vector functions are handled separately as special variants
         _ => FunctionType::Unknown,
     }
@@ -394,12 +434,27 @@ pub enum ArithmeticOperator {
 /// the input for subsequent clauses.
 #[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
 pub struct WithClause {
+    /// Whether DISTINCT was specified
+    #[serde(default)]
+    pub distinct: bool,
     /// Items to project (similar to RETURN)
     pub items: Vec<ReturnItem>,
     /// Optional ORDER BY within WITH
     pub order_by: Option<OrderByClause>,
     /// Optional LIMIT within WITH
     pub limit: Option<u64>,
+    /// `WITH ... WHERE`: filters the WITH output, before any following MATCH
+    #[serde(default)]
+    pub where_clause: Option<WhereClause>,
+}
+
+/// One `WITH` with the reading clauses and `WHERE` that follow it, before the next `WITH`
+/// or the `RETURN`.
+#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
+pub struct WithStage {
+    pub with_clause: WithClause,
+    pub reading_clauses: Vec<ReadingClause>,
+    pub where_clause: Option<WhereClause>,
 }
 
 /// RETURN clause specifying what to return
diff --git a/crates/lance-graph/src/config.rs b/crates/lance-graph/src/config.rs
index 6f986a7..0ed7756 100644
--- a/crates/lance-graph/src/config.rs
+++ b/crates/lance-graph/src/config.rs
@@ -84,6 +84,13 @@ pub struct RelationshipMapping {
     pub property_fields: Vec<String>,
     /// Optional filter conditions for this relationship type
     pub filter_conditions: Option<String>,
+    /// Node labels at the source and target end, like `FROM Post TO Person` in a Kuzu
+    /// REL table. Only needed to plan relationship-type alternation (`[:A|B]`) or
+    /// multi-label nodes, where they decide which label goes with which type.
+    #[serde(default)]
+    pub source_label: Option<String>,
+    #[serde(default)]
+    pub target_label: Option<String>,
 }
 
 impl Default for GraphConfig {
@@ -171,6 +178,21 @@ impl GraphConfig {
                     location: snafu::Location::new(file!(), line!(), column!()),
                 });
             }
+
+            for label in [&mapping.source_label, &mapping.target_label]
+                .into_iter()
+                .flatten()
+            {
+                if self.get_node_mapping(label).is_none() {
+                    return Err(GraphError::ConfigError {
+                        message: format!(
+                            "Relationship '{}' names endpoint label '{}', which has no node mapping",
+                            rel_type, label
+                        ),
+                        location: snafu::Location::new(file!(), line!(), column!()),
+                    });
+                }
+            }
         }
 
         Ok(())
@@ -236,11 +258,28 @@ impl GraphConfigBuilder {
                 type_field: None,
                 property_fields: Vec::new(),
                 filter_conditions: None,
+                source_label: None,
+                target_label: None,
             },
         );
         self
     }
 
+    /// Record the node labels a configured relationship type connects (see
+    /// [`RelationshipMapping::source_label`]). No-op for an unknown type.
+    pub fn with_relationship_endpoints<S: Into<String>>(
+        mut self,
+        rel_type: &str,
+        source_label: S,
+        target_label: S,
+    ) -> Self {
+        if let Some(mapping) = self.relationship_mappings.get_mut(&rel_type.to_lowercase()) {
+            mapping.source_label = Some(source_label.into());
+            mapping.target_label = Some(target_label.into());
+        }
+        self
+    }
+
     /// Add a relationship mapping with additional configuration
     pub fn with_relationship_mapping(mut self, mapping: RelationshipMapping) -> Self {
         let normalized_key = mapping.relationship_type.to_lowercase();
@@ -312,9 +351,18 @@ impl RelationshipMapping {
             type_field: None,
             property_fields: Vec::new(),
             filter_conditions: None,
+            source_label: None,
+            target_label: None,
         }
     }
 
+    /// Set the node labels this relationship type connects
+    pub fn with_endpoints<S: Into<String>>(mut self, source_label: S, target_label: S) -> Self {
+        self.source_label = Some(source_label.into());
+        self.target_label = Some(target_label.into());
+        self
+    }
+
     /// Set the type field for this relationship
     pub fn with_type_field<S: Into<String>>(mut self, type_field: S) -> Self {
         self.type_field = Some(type_field.into());
diff --git a/crates/lance-graph/src/csr_expand.rs b/crates/lance-graph/src/csr_expand.rs
new file mode 100644
index 0000000..b8b88f9
--- /dev/null
+++ b/crates/lance-graph/src/csr_expand.rs
@@ -0,0 +1,1802 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The Lance Authors
+
+//! Experimental CSR-backed single-hop expansion.
+//!
+//! The join path expands `(a)-[:R]->(b)` by scanning the whole relationship table
+//! and hash-joining it to `a`. When an [`Adjacency`] for `R` is supplied, the planner
+//! instead emits a [`CsrExpandNode`]: for each input row it looks up `a`'s neighbours
+//! in the CSR and appends the relationship's two endpoint columns, exactly as the
+//! relationship scan would have produced them.
+//!
+//! When a [`NodeRows`] index exists for the target label, the node also replaces the
+//! target join: each neighbour id is mapped to its row in the target node table and
+//! those rows are fetched by position (Lance `take_rows`, or Arrow `take` for
+//! in-memory tables). Neighbours with no target row are dropped, as the inner join
+//! would drop them. Otherwise the target join is planned as before.
+//!
+//! The adjacency is built from the relationship table alone:
+//! - source endpoint values are mapped to dense CSR vertex positions in a hash map;
+//! - neighbours store the raw target endpoint values (`i64` bit-cast to `u64`), so
+//!   no node-table scan or second map is needed, and node-table writes never
+//!   invalidate it. Rebuild only when the relationship table changes.
+//!
+//! The node index depends only on its node table, so the two are rebuilt
+//! independently: edge commits rebuild the CSR, node commits rebuild the index.
+//!
+//! Only integer endpoint columns are supported; other shapes keep the join path.
+
+use std::cmp::Ordering;
+use std::collections::{HashMap, HashSet};
+use std::fmt;
+use std::hash::{Hash, Hasher};
+use std::sync::Arc;
+
+use arrow::array::{
+    new_empty_array, Array, ArrayRef, AsArray, Int64Array, RecordBatch, UInt32Array, UInt64Array,
+};
+use arrow::compute::{cast, take};
+use arrow::datatypes::{DataType, Field, Int64Type, Schema, SchemaRef};
+use async_trait::async_trait;
+use datafusion::common::tree_node::{Transformed, TreeNode, TreeNodeRecursion};
+use datafusion::common::Column;
+use datafusion::common::{DFSchema, DFSchemaRef};
+use datafusion::execution::context::{QueryPlanner, SessionState};
+use datafusion::execution::{SendableRecordBatchStream, TaskContext};
+use datafusion::logical_expr::utils::{conjunction, split_conjunction};
+use datafusion::logical_expr::{
+    Expr, LogicalPlan, UserDefinedLogicalNode, UserDefinedLogicalNodeCore,
+};
+use datafusion::logical_expr::{Extension, LogicalPlanBuilder};
+use datafusion::optimizer::{OptimizerConfig, OptimizerRule};
+use datafusion::physical_expr::{EquivalenceProperties, PhysicalExpr};
+use datafusion::physical_plan::execution_plan::{Boundedness, EmissionType};
+use datafusion::physical_plan::stream::RecordBatchStreamAdapter;
+use datafusion::physical_plan::{
+    DisplayAs, DisplayFormatType, ExecutionPlan, ExecutionPlanProperties, Partitioning,
+    PlanProperties,
+};
+use datafusion::physical_planner::{DefaultPhysicalPlanner, ExtensionPlanner, PhysicalPlanner};
+use futures::StreamExt;
+use lance::dataset::{Dataset, ProjectionRequest};
+use lance_table::format::Fragment;
+
+/// Lance's row-address column (`lance_core::ROW_ADDR`, not re-exported by `lance`).
+const ROW_ADDR: &str = "_rowaddr";
+
+use crate::case_insensitive::qualify_column;
+
+/// Integer-keyed maps on the per-edge lookup path. With std's default hasher
+/// (SipHash), hashing dominated CSR expansion time (profiled on LDBC Q30); ahash is
+/// what Arrow and DataFusion use for their own hash tables.
+type FastMap<K, V> = HashMap<K, V, ahash::RandomState>;
+use crate::csr_index::{CsrIndex, CsrIndexBuilder};
+use crate::error::{GraphError, Result};
+
+/// Neighbour lookup for one relationship type in one direction.
+///
+/// An immutable CSR base, shared between snapshots via `Arc`, plus one delta applied
+/// by [`Adjacency::with_changes`]: appended edges per source key, and tombstones as
+/// multiset counts of `(source, neighbour)` pairs. Counting pairs instead of
+/// recording edge identities keeps the base at 8 bytes per edge, and is exact
+/// because identical edges are indistinguishable in query results.
+///
+/// # Design note for future changes (read before "optimizing" the delta)
+///
+/// `with_changes` copies the whole delta (not the base) on every refresh, so refresh
+/// cost grows with the delta accumulated since the last full build, not just with
+/// the new commit. This is deliberate. Snapshots must stay immutable because
+/// in-flight queries keep using the previous one, so the delta cannot be mutated in
+/// place. The copy is bounded: the engine rebuilds once the delta exceeds
+/// `CSR_REBUILD_FRACTION` (25%) of the base.
+///
+/// Measured at 10M edges (`python/benchmarks/csr_delta_accumulated.py`, 20 × 1%
+/// appends): refresh grows from about 11 ms to about 80 ms as the delta reaches 20%,
+/// against 1.2–1.6 s for a full rebuild. Two alternatives were tried or assessed
+/// and rejected:
+/// - shared, immutable delta layers merged like a binary counter: median refresh
+///   74 → 32 ms, but merge cascades spiked to 298 ms, lookups got 5–25% slower, and
+///   the code was about 60 lines larger;
+/// - a persistent hash map (`imbl`): no spikes and one lookup, but about five new
+///   crates and `unsafe` code to trust.
+///
+/// Revisit if refreshes become frequent on graphs far larger than 10M edges, or if
+/// the rebuild threshold is raised.
+pub struct Adjacency {
+    base: Arc<CsrBase>,
+    added: FastMap<i64, Vec<u64>>,
+    removed: FastMap<i64, FastMap<u64, u32>>,
+    added_count: u64,
+    removed_count: u64,
+}
+
+struct CsrBase {
+    /// Source endpoint value -> dense CSR vertex position.
+    dense: FastMap<i64, u64>,
+    csr: CsrIndex,
+}
+
+impl Adjacency {
+    /// Build from a stream of relationship batches, reading edges `from -> to`.
+    ///
+    /// Column names match case-insensitively. Edges with a null endpoint are
+    /// skipped: they can never satisfy the equality join they replace.
+    pub async fn build(
+        mut stream: SendableRecordBatchStream,
+        from: &str,
+        to: &str,
+    ) -> Result<Self> {
+        let mut dense: FastMap<i64, u64> = FastMap::default();
+        let mut builder = CsrIndexBuilder::new();
+        while let Some(batch) = stream.next().await {
+            let batch = batch.map_err(|e| exec_error(format!("Failed to read edges: {}", e)))?;
+            let from_col = int64_column(&batch, from)?;
+            let to_col = int64_column(&batch, to)?;
+            for i in 0..batch.num_rows() {
+                if from_col.is_null(i) || to_col.is_null(i) {
+                    continue;
+                }
+                let next = dense.len() as u64;
+                let src = *dense.entry(from_col.value(i)).or_insert(next);
+                builder = builder.add_edge(src, to_col.value(i) as u64);
+            }
+        }
+        // Explicit vertex count: neighbours are raw ids, not positions, so the
+        // builder must not size its offsets from them.
+        let csr = builder.with_num_vertices(dense.len() as u64).build();
+        Ok(Self {
+            base: Arc::new(CsrBase { dense, csr }),
+            added: FastMap::default(),
+            removed: FastMap::default(),
+            added_count: 0,
+            removed_count: 0,
+        })
+    }
+
+    /// A new adjacency sharing this base, with `added` and `removed` edges
+    /// (`(from, to)` in this adjacency's direction) on top of the existing delta.
+    ///
+    /// Callers must only remove edges that are present. `self` is unchanged, so
+    /// snapshots still using it keep their answers. The base is never copied.
+    // shortcut: copies the accumulated delta on every call (O(delta), ~80 ms at 2M delta edges); bounded by the engine's 25% rebuild threshold. Upgrade to a persistent map if refreshes get frequent on much larger graphs.
+    pub fn with_changes(&self, added: &[(i64, i64)], removed: &[(i64, i64)]) -> Self {
+        let mut next = Self {
+            base: self.base.clone(),
+            added: self.added.clone(),
+            removed: self.removed.clone(),
+            added_count: self.added_count + added.len() as u64,
+            removed_count: self.removed_count + removed.len() as u64,
+        };
+        for &(from, to) in added {
+            next.added.entry(from).or_default().push(to as u64);
+        }
+        for &(from, to) in removed {
+            *next
+                .removed
+                .entry(from)
+                .or_default()
+                .entry(to as u64)
+                .or_default() += 1;
+        }
+        next
+    }
+
+    /// Call `f` for each target endpoint value reachable from `key`, duplicates included.
+    pub fn for_each_neighbor(&self, key: i64, mut f: impl FnMut(u64)) {
+        let base = self
+            .base
+            .dense
+            .get(&key)
+            .map_or(&[][..], |&v| self.base.csr.neighbors(v));
+        let added = self.added.get(&key).map_or(&[][..], |v| v.as_slice());
+        let all = base.iter().chain(added).copied();
+        match self.removed.get(&key) {
+            None => all.for_each(f),
+            Some(removed) => {
+                // Skip as many occurrences of each pair as were removed.
+                let mut remaining = removed.clone();
+                for neighbor in all {
+                    match remaining.get_mut(&neighbor) {
+                        Some(n) if *n > 0 => *n -= 1,
+                        _ => f(neighbor),
+                    }
+                }
+            }
+        }
+    }
+
+    /// Live edges: base + appended - removed.
+    pub fn num_edges(&self) -> u64 {
+        self.base.csr.num_edges() + self.added_count - self.removed_count
+    }
+
+    pub fn base_edges(&self) -> u64 {
+        self.base.csr.num_edges()
+    }
+
+    /// Distinct source endpoints in the base (deltas excluded): an estimate for planning.
+    pub fn num_sources(&self) -> usize {
+        self.base.dense.len()
+    }
+
+    /// Appended edges held outside the base.
+    pub fn delta_edges(&self) -> u64 {
+        self.added_count
+    }
+
+    /// Removed edges recorded as tombstones.
+    pub fn tombstones(&self) -> u64 {
+        self.removed_count
+    }
+}
+
+// Summary only: DataFusion formats extension nodes with `{:?}` during physical
+// planning, so a derived Debug would print every edge on every query.
+impl fmt::Debug for Adjacency {
+    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+        f.debug_struct("Adjacency")
+            .field("sources", &self.base.dense.len())
+            .field("edges", &self.num_edges())
+            .field("delta_edges", &self.added_count)
+            .field("tombstones", &self.removed_count)
+            .finish()
+    }
+}
+
+fn int64_column(batch: &RecordBatch, name: &str) -> Result<Int64Array> {
+    let (idx, _) = batch
+        .schema()
+        .fields()
+        .iter()
+        .enumerate()
+        .find(|(_, f)| f.name().eq_ignore_ascii_case(name))
+        .ok_or_else(|| exec_error(format!("Edge column '{}' not found", name)))?;
+    let array = cast(batch.column(idx), &DataType::Int64)
+        .map_err(|e| exec_error(format!("Edge column '{}' is not an integer: {}", name, e)))?;
+    Ok(array.as_primitive::<Int64Type>().clone())
+}
+
+/// Integer types whose values round-trip through `i64` without loss.
+pub fn is_supported_id_type(data_type: &DataType) -> bool {
+    matches!(
+        data_type,
+        DataType::Int8
+            | DataType::Int16
+            | DataType::Int32
+            | DataType::Int64
+            | DataType::UInt8
+            | DataType::UInt16
+            | DataType::UInt32
+    )
+}
+
+/// Edge rows added and removed between two versions of a relationship table, as
+/// `(source, target)` endpoint values in table orientation. Null endpoints are skipped.
+#[derive(Debug, Default, PartialEq)]
+pub struct EdgeChanges {
+    pub added: Vec<(i64, i64)>,
+    pub removed: Vec<(i64, i64)>,
+}
+
+impl EdgeChanges {
+    pub fn len(&self) -> usize {
+        self.added.len() + self.removed.len()
+    }
+
+    pub fn is_empty(&self) -> bool {
+        self.len() == 0
+    }
+}
+
+/// Diff two versions of a relationship table by fragment, reading only what changed.
+///
+/// Per fragment id: only in `new` -> its rows are added; only in `old` -> its rows
+/// (as of `old`) are removed; endpoint data files or overlays differ (rewrite,
+/// in-place column update) -> old rows removed and new rows added; only the
+/// deletion file differs -> rows newly deleted are read from `old` by physical
+/// offset. Fragments whose endpoint data and deletions are unchanged are skipped,
+/// so non-endpoint schema changes cost nothing.
+///
+/// Returns `None` when a diff is not meaningful (an endpoint column was dropped,
+/// re-created or retyped); the caller should rebuild. Errors (e.g. `old` files
+/// already deleted) should also lead to a rebuild.
+pub async fn edge_changes(
+    old: &Dataset,
+    new: &Dataset,
+    src: &str,
+    dst: &str,
+) -> Result<Option<EdgeChanges>> {
+    let endpoint_ids = |ds: &Dataset| -> Option<[(i32, DataType); 2]> {
+        let field = |name: &str| ds.schema().field(name).map(|f| (f.id, f.data_type()));
+        Some([field(src)?, field(dst)?])
+    };
+    let old_ids = endpoint_ids(old);
+    if old_ids.is_none() || old_ids != endpoint_ids(new) {
+        return Ok(None);
+    }
+    let fields: Vec<i32> = old_ids.unwrap().iter().map(|(id, _)| *id).collect();
+    let touches = |f: &[i32]| f.iter().any(|id| fields.contains(id));
+    // The parts of a fragment that determine its endpoint values.
+    let endpoint_data = |frag: &Fragment| {
+        let files: Vec<_> = frag.files.iter().filter(|d| touches(&d.fields)).collect();
+        let overlays: Vec<_> = frag
+            .overlays
+            .iter()
+            .filter(|o| touches(&o.data_file.fields))
+            .collect();
+        format!("{:?}{:?}", files, overlays)
+    };
+
+    let old_frags: HashMap<u64, Fragment> = old
+        .get_fragments()
+        .into_iter()
+        .map(|f| (f.id() as u64, f.metadata().clone()))
+        .collect();
+    let new_frags: HashMap<u64, Fragment> = new
+        .get_fragments()
+        .into_iter()
+        .map(|f| (f.id() as u64, f.metadata().clone()))
+        .collect();
+
+    let mut changes = EdgeChanges::default();
+    let mut removed_whole = Vec::new();
+    let mut added_whole = Vec::new();
+    for (id, old_frag) in &old_frags {
+        let Some(new_frag) = new_frags.get(id) else {
+            removed_whole.push(old_frag.clone());
+            continue;
+        };
+        if endpoint_data(old_frag) != endpoint_data(new_frag) {
+            removed_whole.push(old_frag.clone());
+            added_whole.push(new_frag.clone());
+        } else if old_frag.deletion_file != new_frag.deletion_file {
+            let deleted = |ds: &Dataset| {
+                let frag = ds.get_fragment(*id as usize);
+                async move {
+                    match frag {
+                        Some(frag) => frag.get_deletion_vector().await.map_err(lance_error),
+                        None => Ok(None),
+                    }
+                }
+            };
+            let (old_dv, new_dv) = (deleted(old).await?, deleted(new).await?);
+            let newly: HashSet<u32> = new_dv
+                .iter()
+                .flat_map(|dv| dv.to_sorted_iter().collect::<Vec<_>>())
+                .filter(|offset| !old_dv.as_ref().is_some_and(|dv| dv.contains(*offset)))
+                .collect();
+            if !newly.is_empty() {
+                let rows = scan_edges(old, vec![old_frag.clone()], src, dst, true).await?;
+                changes.removed.extend(
+                    rows.into_iter()
+                        .filter(|(_, addr)| newly.contains(&((addr & 0xFFFF_FFFF) as u32)))
+                        .map(|(edge, _)| edge),
+                );
+            }
+        }
+    }
+    for (id, new_frag) in &new_frags {
+        if !old_frags.contains_key(id) {
+            added_whole.push(new_frag.clone());
+        }
+    }
+    if !removed_whole.is_empty() {
+        let rows = scan_edges(old, removed_whole, src, dst, false).await?;
+        changes
+            .removed
+            .extend(rows.into_iter().map(|(edge, _)| edge));
+    }
+    if !added_whole.is_empty() {
+        let rows = scan_edges(new, added_whole, src, dst, false).await?;
+        changes.added.extend(rows.into_iter().map(|(edge, _)| edge));
+    }
+    Ok(Some(changes))
+}
+
+/// Live `(src, dst)` rows of `fragments` in `ds`, with each row's physical address
+/// when `with_address` is set (otherwise 0). Null endpoints are skipped.
+async fn scan_edges(
+    ds: &Dataset,
+    fragments: Vec<Fragment>,
+    src: &str,
+    dst: &str,
+    with_address: bool,
+) -> Result<Vec<((i64, i64), u64)>> {
+    let mut scanner = ds.scan();
+    scanner.with_fragments(fragments);
+    scanner.project(&[src, dst]).map_err(lance_error)?;
+    if with_address {
+        scanner.with_row_address();
+    }
+    let mut stream = scanner.try_into_stream().await.map_err(lance_error)?;
+    let mut out = Vec::new();
+    while let Some(batch) = stream.next().await {
+        let batch = batch.map_err(lance_error)?;
+        let (s, d) = (int64_column(&batch, src)?, int64_column(&batch, dst)?);
+        let addrs = with_address.then(|| {
+            batch
+                .column_by_name(ROW_ADDR)
+                .map(|c| c.as_primitive::<arrow::datatypes::UInt64Type>().clone())
+        });
+        let addrs = match addrs {
+            Some(None) => return Err(exec_error("Edge scan returned no row addresses".into())),
+            Some(Some(a)) => Some(a),
+            None => None,
+        };
+        for i in 0..batch.num_rows() {
+            if s.is_valid(i) && d.is_valid(i) {
+                let addr = addrs.as_ref().map_or(0, |a| a.value(i));
+                out.push(((s.value(i), d.value(i)), addr));
+            }
+        }
+    }
+    Ok(out)
+}
+
+fn lance_error(e: lance::Error) -> GraphError {
+    exec_error(format!("Lance: {}", e))
+}
+
+/// Rows of one node table, addressable by node id, for the fused target lookup.
+pub struct NodeRows {
+    /// Node id -> Lance row id, or row index into the in-memory batch.
+    positions: FastMap<i64, u64>,
+    data: NodeData,
+    schema: SchemaRef,
+    /// Index of the id column in `schema`; its values are reconstructed, never fetched.
+    id_index: usize,
+}
+
+enum NodeData {
+    /// Pinned dataset; positions are Lance row ids (row addresses unless the dataset
+    /// uses stable row ids), which stay valid for this version.
+    Lance(Arc<Dataset>),
+    Memory(RecordBatch),
+}
+
+impl NodeRows {
+    /// Index a Lance node table by scanning only its id column with row ids.
+    ///
+    /// Returns `None` when ids are not integers or are not unique: a duplicate id
+    /// matches several rows in the join, which a single position cannot reproduce.
+    pub async fn from_lance(dataset: Arc<Dataset>, id_column: &str) -> Result<Option<Self>> {
+        let schema: SchemaRef = Arc::new(Schema::from(dataset.schema()));
+        let Some((id_index, id_name)) = supported_id_column(&schema, id_column) else {
+            return Ok(None);
+        };
+        let lance_err = |e: lance::Error| exec_error(format!("Failed to scan node ids: {}", e));
+        let mut scanner = dataset.scan();
+        scanner.project(&[id_name.as_str()]).map_err(lance_err)?;
+        scanner.with_row_id();
+        let mut stream = scanner.try_into_stream().await.map_err(lance_err)?;
+        let mut positions = FastMap::default();
+        while let Some(batch) = stream.next().await {
+            let batch = batch.map_err(lance_err)?;
+            let ids = int64_column(&batch, &id_name)?;
+            let row_ids = batch
+                .column_by_name(lance::dataset::ROW_ID)
+                .ok_or_else(|| exec_error("Node scan returned no row ids".to_string()))?
+                .as_primitive::<arrow::datatypes::UInt64Type>()
+                .clone();
+            if !insert_unique(&mut positions, &ids, |i| row_ids.value(i)) {
+                return Ok(None);
+            }
+        }
+        Ok(Some(Self {
+            positions,
+            data: NodeData::Lance(dataset),
+            schema,
+            id_index,
+        }))
+    }
+
+    /// Index an in-memory node table. Same `None` rules as [`Self::from_lance`].
+    pub fn from_batch(batch: RecordBatch, id_column: &str) -> Result<Option<Self>> {
+        let Some((id_index, id_name)) = supported_id_column(&batch.schema(), id_column) else {
+            return Ok(None);
+        };
+        let ids = int64_column(&batch, &id_name)?;
+        let mut positions = FastMap::default();
+        if !insert_unique(&mut positions, &ids, |i| i as u64) {
+            return Ok(None);
+        }
+        Ok(Some(Self {
+            positions,
+            schema: batch.schema(),
+            data: NodeData::Memory(batch),
+            id_index,
+        }))
+    }
+
+    pub fn num_rows(&self) -> usize {
+        self.positions.len()
+    }
+
+    fn position(&self, id: i64) -> Option<u64> {
+        self.positions.get(&id).copied()
+    }
+
+    /// Fetch `columns` (ascending schema indices) of the rows at `positions`, in
+    /// row order with duplicates kept. Returns one array per requested column.
+    async fn take(&self, positions: &[u64], columns: &[usize]) -> Result<Vec<ArrayRef>> {
+        if columns.is_empty() {
+            return Ok(vec![]);
+        }
+        if positions.is_empty() {
+            return Ok(columns
+                .iter()
+                .map(|&c| new_empty_array(self.schema.field(c).data_type()))
+                .collect());
+        }
+        match &self.data {
+            NodeData::Lance(dataset) => {
+                let names = columns.iter().map(|&c| self.schema.field(c).name());
+                // Lance returns projected columns in schema order, which `columns` follows.
+                let projection = ProjectionRequest::from_columns(names, dataset.schema());
+                let batch = dataset
+                    .take_rows(positions, projection)
+                    .await
+                    .map_err(|e| exec_error(format!("Failed to take target rows: {}", e)))?;
+                Ok(batch.columns().to_vec())
+            }
+            NodeData::Memory(batch) => {
+                let indices = UInt64Array::from(positions.to_vec());
+                columns
+                    .iter()
+                    .map(|&c| take(batch.column(c).as_ref(), &indices, None))
+                    .collect::<std::result::Result<_, _>>()
+                    .map_err(|e| exec_error(format!("Failed to take target rows: {}", e)))
+            }
+        }
+    }
+}
+
+// Summary only, for the same reason as `Adjacency`.
+impl fmt::Debug for NodeRows {
+    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+        f.debug_struct("NodeRows")
+            .field("rows", &self.positions.len())
+            .finish()
+    }
+}
+
+/// Index and actual name of the id column, if it exists (case-insensitively) with a supported type.
+fn supported_id_column(schema: &Schema, id_column: &str) -> Option<(usize, String)> {
+    schema
+        .fields()
+        .iter()
+        .enumerate()
+        .find(|(_, f)| f.name().eq_ignore_ascii_case(id_column))
+        .filter(|(_, f)| is_supported_id_type(f.data_type()))
+        .map(|(i, f)| (i, f.name().clone()))
+}
+
+/// Insert non-null ids; false if any id repeats.
+fn insert_unique(
+    positions: &mut FastMap<i64, u64>,
+    ids: &Int64Array,
+    position_of: impl Fn(usize) -> u64,
+) -> bool {
+    for i in 0..ids.len() {
+        if ids.is_valid(i) && positions.insert(ids.value(i), position_of(i)).is_some() {
+            return false;
+        }
+    }
+    true
+}
+
+/// A fused target lookup: the target variable's columns, fetched from `rows`.
+#[derive(Clone)]
+pub struct TargetLookup {
+    pub variable: String,
+    pub rows: Arc<NodeRows>,
+    /// Output fields, named as the target scan would name them (`{variable}__{column}`).
+    fields: Vec<Field>,
+    /// For each output field, its column index in `rows` (ascending).
+    columns: Vec<usize>,
+}
+
+/// A moved target filter compiled for one query: evaluated per batch on just the
+/// columns it reads, for the candidate target rows of that batch.
+#[derive(Debug, Clone)]
+struct CompiledTargetFilter {
+    predicate: Arc<dyn PhysicalExpr>,
+    /// Target-table column indices the predicate reads, ascending (`schema`'s order).
+    columns: Vec<usize>,
+    schema: SchemaRef,
+}
+
+// Summary only, like `Adjacency`: DataFusion formats extension nodes with `{:?}`.
+impl fmt::Debug for TargetLookup {
+    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+        f.debug_struct("TargetLookup")
+            .field("variable", &self.variable)
+            .field("columns", &self.describe_columns())
+            .finish()
+    }
+}
+
+impl TargetLookup {
+    /// Qualified output name (`b__name`) -> the node table's own column name, for
+    /// every column of the table, including ones pruned from the output.
+    fn raw_columns(&self) -> HashMap<String, String> {
+        self.rows
+            .schema
+            .fields()
+            .iter()
+            .map(|f| (qualify_column(&self.variable, f.name()), f.name().clone()))
+            .collect()
+    }
+
+    /// Compile `filter` (an expression over qualified target columns such as
+    /// `b__name`) against the target table's own columns, for per-batch evaluation.
+    fn compile_filter(
+        &self,
+        filter: &Expr,
+        state: &SessionState,
+    ) -> datafusion::common::Result<CompiledTargetFilter> {
+        let raw = self.raw_columns();
+        let filter = filter
+            .clone()
+            .transform(|e| match &e {
+                Expr::Column(c) => match raw.get(&c.name) {
+                    Some(name) => Ok(Transformed::yes(Expr::Column(Column::from_name(name)))),
+                    None => Ok(Transformed::no(e)),
+                },
+                _ => Ok(Transformed::no(e)),
+            })?
+            .data;
+        let mut columns: Vec<usize> = filter
+            .column_refs()
+            .iter()
+            .map(|c| self.rows.schema.index_of(&c.name))
+            .collect::<std::result::Result<_, _>>()?;
+        columns.sort_unstable();
+        columns.dedup();
+        let schema = Arc::new(self.rows.schema.project(&columns)?);
+        let predicate =
+            state.create_physical_expr(filter, &DFSchema::try_from(schema.as_ref().clone())?)?;
+        Ok(CompiledTargetFilter {
+            predicate,
+            columns,
+            schema,
+        })
+    }
+
+    /// `[b__id*, b__name]`: output columns, `*` marking the id rebuilt from neighbour values.
+    fn describe_columns(&self) -> String {
+        let names: Vec<String> = self
+            .columns
+            .iter()
+            .zip(&self.fields)
+            .map(|(&c, f)| {
+                let mark = if c == self.rows.id_index { "*" } else { "" };
+                format!("{}{}", f.name(), mark)
+            })
+            .collect();
+        format!("[{}]", names.join(", "))
+    }
+
+    /// All target columns; [`PruneCsrTargetColumns`] later drops unused ones.
+    pub fn new(variable: String, rows: Arc<NodeRows>, fields: Vec<Field>) -> Self {
+        let columns = (0..fields.len()).collect();
+        Self {
+            variable,
+            rows,
+            fields,
+            columns,
+        }
+    }
+}
+
+/// Adjacencies and node indexes available to the planner.
+///
+/// Adjacencies are keyed by lowercase relationship type and direction; node indexes
+/// by lowercase node label.
+#[derive(Debug, Clone, Default)]
+pub struct AdjacencyCatalog {
+    entries: HashMap<(String, bool), Arc<Adjacency>>,
+    nodes: HashMap<String, Arc<NodeRows>>,
+}
+
+impl AdjacencyCatalog {
+    pub fn insert(&mut self, rel_type: &str, outgoing: bool, adjacency: Arc<Adjacency>) {
+        self.entries
+            .insert((rel_type.to_lowercase(), outgoing), adjacency);
+    }
+
+    pub fn get(&self, rel_type: &str, outgoing: bool) -> Option<&Arc<Adjacency>> {
+        self.entries.get(&(rel_type.to_lowercase(), outgoing))
+    }
+
+    pub fn insert_nodes(&mut self, label: &str, rows: Arc<NodeRows>) {
+        self.nodes.insert(label.to_lowercase(), rows);
+    }
+
+    pub fn nodes(&self, label: &str) -> Option<&Arc<NodeRows>> {
+        self.nodes.get(&label.to_lowercase())
+    }
+}
+
+/// The neighbours one expansion follows: one adjacency for a directed pattern, or
+/// the outgoing and incoming adjacencies of the same relationship type for an
+/// undirected one. Undirected expansion visits outgoing neighbours, then incoming
+/// ones, skipping self-loops the second time so each edge matches once from each
+/// end and a self-loop once: the same rows as the join path's reversed-edge scan.
+#[derive(Debug, Clone)]
+pub struct Neighbors {
+    forward: Arc<Adjacency>,
+    reverse: Option<Arc<Adjacency>>,
+}
+
+impl Neighbors {
+    pub fn directed(adjacency: Arc<Adjacency>) -> Self {
+        Self {
+            forward: adjacency,
+            reverse: None,
+        }
+    }
+
+    pub fn undirected(outgoing: Arc<Adjacency>, incoming: Arc<Adjacency>) -> Self {
+        Self {
+            forward: outgoing,
+            reverse: Some(incoming),
+        }
+    }
+
+    pub fn for_each_neighbor(&self, key: i64, mut f: impl FnMut(u64)) {
+        self.forward.for_each_neighbor(key, &mut f);
+        if let Some(reverse) = &self.reverse {
+            reverse.for_each_neighbor(key, |n| {
+                if n as i64 != key {
+                    f(n)
+                }
+            });
+        }
+    }
+
+    /// Edges visited over all keys (self-loops count once per direction in this estimate).
+    pub fn num_edges(&self) -> u64 {
+        self.forward.num_edges() + self.reverse.as_ref().map_or(0, |r| r.num_edges())
+    }
+
+    fn is_undirected(&self) -> bool {
+        self.reverse.is_some()
+    }
+
+    /// Mean neighbours per source key over the base CSRs: a planning estimate.
+    fn mean_degree(&self) -> f64 {
+        let degree = |a: &Adjacency| a.base_edges() as f64 / a.num_sources().max(1) as f64;
+        degree(&self.forward) + self.reverse.as_deref().map_or(0.0, degree)
+    }
+
+    pub(crate) fn ptr_eq(&self, other: &Self) -> bool {
+        Arc::ptr_eq(&self.forward, &other.forward)
+            && match (&self.reverse, &other.reverse) {
+                (Some(a), Some(b)) => Arc::ptr_eq(a, b),
+                (None, None) => true,
+                _ => false,
+            }
+    }
+}
+
+/// Logical node: append `(key_output, neighbor_output)` for every neighbour of `key_column`.
+#[derive(Debug, Clone)]
+pub struct CsrExpandNode {
+    input: LogicalPlan,
+    /// Input column holding the source node id.
+    key_column: String,
+    /// Output names/types of the relationship endpoint columns, as the relationship scan names them.
+    key_output: Field,
+    neighbor_output: Field,
+    adjacency: Neighbors,
+    /// When set, the target node's columns are fetched here instead of by a join.
+    target: Option<TargetLookup>,
+    /// WHERE conjuncts over target columns only, moved here by [`PushCsrTargetFilters`]:
+    /// neighbours that fail it are dropped before any take.
+    target_filter: Option<Expr>,
+    /// Closing edge: input column holding the already-bound target id. Only neighbours
+    /// equal to it are kept, replacing a filter after a full expansion.
+    closing_column: Option<String>,
+    schema: DFSchemaRef,
+}
+
+impl CsrExpandNode {
+    pub fn try_new(
+        input: LogicalPlan,
+        key_column: String,
+        key_output: Field,
+        neighbor_output: Field,
+        adjacency: Neighbors,
+        target: Option<TargetLookup>,
+    ) -> Result<Self> {
+        let mut added_fields = vec![key_output.clone(), neighbor_output.clone()];
+        added_fields.extend(target.iter().flat_map(|t| t.fields.iter().cloned()));
+        let added = DFSchema::try_from(Schema::new(added_fields))
+            .map_err(|e| plan_error(format!("CsrExpand schema: {}", e)))?;
+        let schema = input
+            .schema()
+            .join(&added)
+            .map_err(|e| plan_error(format!("CsrExpand schema: {}", e)))?;
+        Ok(Self {
+            input,
+            key_column,
+            key_output,
+            neighbor_output,
+            adjacency,
+            target,
+            target_filter: None,
+            closing_column: None,
+            schema: Arc::new(schema),
+        })
+    }
+
+    /// Keep only neighbours equal to the bound target id in `column` (a closing edge).
+    pub fn with_closing_column(mut self, column: String) -> Self {
+        self.closing_column = Some(column);
+        self
+    }
+
+    /// The same node over `input` with `target`, keeping the moved filter and closing column.
+    fn rebuilt(&self, input: LogicalPlan, target: Option<TargetLookup>) -> Result<Self> {
+        let mut node = Self::try_new(
+            input,
+            self.key_column.clone(),
+            self.key_output.clone(),
+            self.neighbor_output.clone(),
+            self.adjacency.clone(),
+            target,
+        )?;
+        node.target_filter = self.target_filter.clone();
+        node.closing_column = self.closing_column.clone();
+        Ok(node)
+    }
+
+    /// This node with only the target columns named in `used`, or `None` if nothing changes.
+    fn with_target_columns(&self, used: &HashSet<String>) -> Option<Self> {
+        let target = self.target.as_ref()?;
+        let (columns, fields): (Vec<usize>, Vec<Field>) = target
+            .columns
+            .iter()
+            .zip(&target.fields)
+            .filter(|(_, f)| used.contains(f.name()))
+            .map(|(&c, f)| (c, f.clone()))
+            .unzip();
+        if fields.len() == target.fields.len() {
+            return None;
+        }
+        let target = TargetLookup {
+            columns,
+            fields,
+            ..target.clone()
+        };
+        self.rebuilt(self.input.clone(), Some(target)).ok()
+    }
+
+    /// Names of the columns this node adds (endpoints, then any target columns).
+    fn added_columns(&self) -> impl Iterator<Item = &String> {
+        [self.key_output.name(), self.neighbor_output.name()]
+            .into_iter()
+            .chain(
+                self.target
+                    .iter()
+                    .flat_map(|t| t.fields.iter().map(|f| f.name())),
+            )
+    }
+}
+
+// Logical nodes must be comparable; the adjacency compares by identity.
+impl PartialEq for CsrExpandNode {
+    fn eq(&self, other: &Self) -> bool {
+        self.input == other.input
+            && self.key_column == other.key_column
+            && self.key_output == other.key_output
+            && self.neighbor_output == other.neighbor_output
+            && self.adjacency.ptr_eq(&other.adjacency)
+            && match (&self.target, &other.target) {
+                (Some(a), Some(b)) => {
+                    a.variable == b.variable
+                        && a.columns == b.columns
+                        && Arc::ptr_eq(&a.rows, &b.rows)
+                }
+                (None, None) => true,
+                _ => false,
+            }
+            && self.target_filter == other.target_filter
+            && self.closing_column == other.closing_column
+    }
+}
+impl Eq for CsrExpandNode {}
+impl Hash for CsrExpandNode {
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        self.input.hash(state);
+        self.key_column.hash(state);
+        self.key_output.name().hash(state);
+        self.neighbor_output.name().hash(state);
+        self.target.as_ref().map(|t| &t.variable).hash(state);
+        self.target_filter.hash(state);
+        self.closing_column.hash(state);
+    }
+}
+impl PartialOrd for CsrExpandNode {
+    fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
+        (
+            &self.key_column,
+            self.key_output.name(),
+            self.neighbor_output.name(),
+        )
+            .partial_cmp(&(
+                &other.key_column,
+                other.key_output.name(),
+                other.neighbor_output.name(),
+            ))
+    }
+}
+
+impl UserDefinedLogicalNodeCore for CsrExpandNode {
+    fn name(&self) -> &str {
+        "CsrExpand"
+    }
+
+    fn inputs(&self) -> Vec<&LogicalPlan> {
+        vec![&self.input]
+    }
+
+    fn schema(&self) -> &DFSchemaRef {
+        &self.schema
+    }
+
+    fn expressions(&self) -> Vec<Expr> {
+        vec![]
+    }
+
+    /// Filters on input columns may move below the expansion; filters on the
+    /// columns this node creates must stay above it.
+    fn prevent_predicate_push_down_columns(&self) -> HashSet<String> {
+        self.added_columns().cloned().collect()
+    }
+
+    /// Projection pushdown: the input only needs the requested input columns plus
+    /// the key; the two appended columns are computed here.
+    fn necessary_children_exprs(&self, output_columns: &[usize]) -> Option<Vec<Vec<usize>>> {
+        let input_width = self.input.schema().fields().len();
+        let key = self
+            .input
+            .schema()
+            .index_of_column_by_name(None, &self.key_column)?;
+        let closing = self
+            .closing_column
+            .as_deref()
+            .map(|c| self.input.schema().index_of_column_by_name(None, c));
+        let closing = match closing {
+            Some(None) => return None,
+            Some(Some(i)) => Some(i),
+            None => None,
+        };
+        let mut needed: Vec<usize> = output_columns
+            .iter()
+            .copied()
+            .filter(|&i| i < input_width)
+            .chain(std::iter::once(key))
+            .chain(closing)
+            .collect();
+        needed.sort_unstable();
+        needed.dedup();
+        Some(vec![needed])
+    }
+
+    fn fmt_for_explain(&self, f: &mut fmt::Formatter) -> fmt::Result {
+        write!(
+            f,
+            "CsrExpand: key={} -> [{}, {}], edges={}",
+            self.key_column,
+            self.key_output.name(),
+            self.neighbor_output.name(),
+            self.adjacency.num_edges()
+        )?;
+        if self.adjacency.is_undirected() {
+            write!(f, ", undirected")?;
+        }
+        if let Some(target) = &self.target {
+            write!(f, ", take={}{}", target.variable, target.describe_columns())?;
+        }
+        if let Some(filter) = &self.target_filter {
+            write!(f, ", filter={}", filter)?;
+        }
+        if let Some(column) = &self.closing_column {
+            write!(f, ", match={}", column)?;
+        }
+        Ok(())
+    }
+
+    fn with_exprs_and_inputs(
+        &self,
+        _exprs: Vec<Expr>,
+        inputs: Vec<LogicalPlan>,
+    ) -> datafusion::common::Result<Self> {
+        let input = inputs.into_iter().next().expect("CsrExpand has one input");
+        self.rebuilt(input, self.target.clone())
+            .map_err(|e| datafusion::common::DataFusionError::Plan(e.to_string()))
+    }
+}
+
+/// Physical operator for [`CsrExpandNode`]; streams one output batch per input batch.
+#[derive(Debug)]
+pub struct CsrExpandExec {
+    input: Arc<dyn ExecutionPlan>,
+    key_column: String,
+    adjacency: Neighbors,
+    target: Option<TargetLookup>,
+    /// The moved target filter, if any.
+    target_filter: Option<CompiledTargetFilter>,
+    closing_column: Option<String>,
+    schema: SchemaRef,
+    properties: Arc<PlanProperties>,
+}
+
+impl CsrExpandExec {
+    #[allow(clippy::too_many_arguments)]
+    fn new(
+        input: Arc<dyn ExecutionPlan>,
+        key_column: String,
+        adjacency: Neighbors,
+        target: Option<TargetLookup>,
+        target_filter: Option<CompiledTargetFilter>,
+        closing_column: Option<String>,
+        schema: SchemaRef,
+    ) -> Self {
+        let properties = Arc::new(PlanProperties::new(
+            EquivalenceProperties::new(schema.clone()),
+            Partitioning::UnknownPartitioning(input.output_partitioning().partition_count()),
+            EmissionType::Incremental,
+            Boundedness::Bounded,
+        ));
+        Self {
+            input,
+            key_column,
+            adjacency,
+            target,
+            target_filter,
+            closing_column,
+            schema,
+            properties,
+        }
+    }
+}
+
+/// Constraints on the expanded rows, applied before the output columns are taken.
+#[derive(Clone, Copy)]
+struct NeighborFilter<'a> {
+    /// Only rows whose target satisfies this (the moved target filter).
+    target_filter: Option<&'a CompiledTargetFilter>,
+    /// Only neighbours equal to this input column's value (a closing edge).
+    closing_index: Option<usize>,
+}
+
+/// Expand one batch: repeat each input row once per neighbour and append both
+/// endpoints, then the target node's columns when a lookup is fused in.
+///
+/// Output comes in batches of at most `batch_size` rows, as DataFusion operators
+/// expect: one input row can have thousands of neighbours. (Bounded batches are also
+/// what a future work-splitting, morsel-style expansion would hand out.)
+async fn expand_batch(
+    batch: RecordBatch,
+    key_index: usize,
+    adjacency: &Neighbors,
+    target: Option<&TargetLookup>,
+    neighbor_filter: NeighborFilter<'_>,
+    schema: &SchemaRef,
+    batch_size: usize,
+) -> datafusion::common::Result<Vec<RecordBatch>> {
+    let keys = cast(batch.column(key_index), &DataType::Int64)?;
+    let keys = keys.as_primitive::<Int64Type>();
+    let bound = neighbor_filter
+        .closing_index
+        .map(|i| cast(batch.column(i), &DataType::Int64))
+        .transpose()?;
+    let bound = bound.as_ref().map(|b| b.as_primitive::<Int64Type>());
+    let mut rows = Vec::new();
+    let mut key_values = Vec::new();
+    let mut neighbor_values = Vec::new();
+    let mut target_positions = Vec::new();
+    for i in 0..keys.len() {
+        if keys.is_null(i) || bound.is_some_and(|b| b.is_null(i)) {
+            continue;
+        }
+        let key = keys.value(i);
+        let required = bound.map(|b| b.value(i));
+        adjacency.for_each_neighbor(key, |neighbor| {
+            let neighbor = neighbor as i64;
+            if required.is_some_and(|r| r != neighbor) {
+                return;
+            }
+            if let Some(target) = target {
+                // No target row: the inner join would drop this edge too.
+                let Some(position) = target.rows.position(neighbor) else {
+                    return;
+                };
+                target_positions.push(position);
+            }
+            rows.push(i as u32);
+            key_values.push(key);
+            neighbor_values.push(neighbor);
+        });
+    }
+    let mut out = Vec::new();
+    for start in (0..rows.len()).step_by(batch_size.max(1)) {
+        let end = (start + batch_size).min(rows.len());
+        let chunk = ExpandedRows {
+            rows: rows[start..end].to_vec(),
+            key_values: key_values[start..end].to_vec(),
+            neighbor_values: neighbor_values[start..end].to_vec(),
+            target_positions: target_positions
+                .get(start..end)
+                .unwrap_or_default()
+                .to_vec(),
+        };
+        out.push(materialize(&batch, chunk, target, neighbor_filter, schema).await?);
+    }
+    Ok(out)
+}
+
+/// Expanded rows of one input batch: input row index, both endpoints, and the
+/// target row position when a lookup is fused in.
+struct ExpandedRows {
+    rows: Vec<u32>,
+    key_values: Vec<i64>,
+    neighbor_values: Vec<i64>,
+    target_positions: Vec<u64>,
+}
+
+/// Apply the moved target filter to `expanded`, then build the output batch.
+async fn materialize(
+    batch: &RecordBatch,
+    expanded: ExpandedRows,
+    target: Option<&TargetLookup>,
+    neighbor_filter: NeighborFilter<'_>,
+    schema: &SchemaRef,
+) -> datafusion::common::Result<RecordBatch> {
+    let ExpandedRows {
+        mut rows,
+        mut key_values,
+        mut neighbor_values,
+        mut target_positions,
+    } = expanded;
+    if let (Some(target), Some(filter)) = (target, neighbor_filter.target_filter) {
+        // Take only the filter's columns, evaluate, and keep passing rows before
+        // taking anything else. Null counts as false, as in a WHERE clause.
+        let taken = target
+            .rows
+            .take(&target_positions, &filter.columns)
+            .await
+            .map_err(|e| datafusion::common::DataFusionError::External(Box::new(e)))?;
+        let candidates = RecordBatch::try_new(filter.schema.clone(), taken)?;
+        let mask = filter
+            .predicate
+            .evaluate(&candidates)?
+            .into_array(candidates.num_rows())?;
+        let mask = mask.as_boolean();
+        let keep: Vec<bool> = (0..mask.len())
+            .map(|i| mask.is_valid(i) && mask.value(i))
+            .collect();
+        retain_by_mask(&mut rows, &keep);
+        retain_by_mask(&mut key_values, &keep);
+        retain_by_mask(&mut neighbor_values, &keep);
+        retain_by_mask(&mut target_positions, &keep);
+    }
+    let rows = UInt32Array::from(rows);
+    let mut columns: Vec<ArrayRef> = batch
+        .columns()
+        .iter()
+        .map(|c| take(c.as_ref(), &rows, None))
+        .collect::<std::result::Result<_, _>>()?;
+    let width = batch.num_columns();
+    let neighbor_values = Int64Array::from(neighbor_values);
+    columns.push(cast(
+        &Int64Array::from(key_values),
+        schema.field(width).data_type(),
+    )?);
+    columns.push(cast(&neighbor_values, schema.field(width + 1).data_type())?);
+    if let Some(target) = target {
+        let id_index = target.rows.id_index;
+        let fetch: Vec<usize> = target
+            .columns
+            .iter()
+            .copied()
+            .filter(|&c| c != id_index)
+            .collect();
+        let mut fetched = target
+            .rows
+            .take(&target_positions, &fetch)
+            .await
+            .map_err(|e| datafusion::common::DataFusionError::External(Box::new(e)))?
+            .into_iter();
+        for (&c, field) in target.columns.iter().zip(&target.fields) {
+            // The target id equals the neighbour value, so it is never fetched.
+            columns.push(if c == id_index {
+                cast(&neighbor_values, field.data_type())?
+            } else {
+                fetched.next().expect("one fetched array per non-id column")
+            });
+        }
+    }
+    Ok(RecordBatch::try_new(schema.clone(), columns)?)
+}
+
+/// Keep the elements of `values` whose position in `keep` is true.
+fn retain_by_mask<T>(values: &mut Vec<T>, keep: &[bool]) {
+    let mut keep = keep.iter();
+    values.retain(|_| *keep.next().expect("one mask entry per value"));
+}
+
+impl DisplayAs for CsrExpandExec {
+    fn fmt_as(&self, _t: DisplayFormatType, f: &mut fmt::Formatter) -> fmt::Result {
+        write!(
+            f,
+            "CsrExpandExec: key={}, edges={}",
+            self.key_column,
+            self.adjacency.num_edges()
+        )?;
+        if self.adjacency.is_undirected() {
+            write!(f, ", undirected")?;
+        }
+        if let Some(target) = &self.target {
+            write!(f, ", take={}{}", target.variable, target.describe_columns())?;
+        }
+        if let Some(filter) = &self.target_filter {
+            write!(f, ", filter={}", filter.predicate)?;
+        }
+        if let Some(column) = &self.closing_column {
+            write!(f, ", match={}", column)?;
+        }
+        Ok(())
+    }
+}
+
+impl ExecutionPlan for CsrExpandExec {
+    fn name(&self) -> &str {
+        "CsrExpandExec"
+    }
+
+    /// Estimated output rows: input rows times the mean degree. Column statistics
+    /// are unknown. Feeds DataFusion's join sizing above the expansion.
+    fn partition_statistics(
+        &self,
+        partition: Option<usize>,
+    ) -> datafusion::common::Result<Arc<datafusion::common::Statistics>> {
+        use datafusion::common::stats::Precision;
+        let input = self.input.partition_statistics(partition)?;
+        let mut stats = datafusion::common::Statistics::new_unknown(&self.schema);
+        let degree = self.adjacency.mean_degree();
+        stats.num_rows = match input.num_rows {
+            Precision::Exact(n) | Precision::Inexact(n) => {
+                Precision::Inexact((n as f64 * degree).ceil() as usize)
+            }
+            Precision::Absent => Precision::Absent,
+        };
+        Ok(Arc::new(stats))
+    }
+
+    fn properties(&self) -> &Arc<PlanProperties> {
+        &self.properties
+    }
+
+    fn children(&self) -> Vec<&Arc<dyn ExecutionPlan>> {
+        vec![&self.input]
+    }
+
+    fn with_new_children(
+        self: Arc<Self>,
+        children: Vec<Arc<dyn ExecutionPlan>>,
+    ) -> datafusion::common::Result<Arc<dyn ExecutionPlan>> {
+        let input = children
+            .into_iter()
+            .next()
+            .expect("CsrExpandExec has one child");
+        Ok(Arc::new(Self::new(
+            input,
+            self.key_column.clone(),
+            self.adjacency.clone(),
+            self.target.clone(),
+            self.target_filter.clone(),
+            self.closing_column.clone(),
+            self.schema.clone(),
+        )))
+    }
+
+    fn execute(
+        &self,
+        partition: usize,
+        context: Arc<TaskContext>,
+    ) -> datafusion::common::Result<SendableRecordBatchStream> {
+        let input = self.input.execute(partition, context.clone())?;
+        // Resolve by name at execution time, so later column pruning cannot shift it.
+        let key_index = input.schema().index_of(&self.key_column)?;
+        let closing_index = self
+            .closing_column
+            .as_deref()
+            .map(|c| input.schema().index_of(c))
+            .transpose()?;
+        let adjacency = self.adjacency.clone();
+        let target = self.target.clone().map(Arc::new);
+        let target_filter = self.target_filter.clone().map(Arc::new);
+        let schema = self.schema.clone();
+        let out_schema = schema.clone();
+        let batch_size = context.session_config().batch_size();
+        // `then` keeps batches in order and polls one take at a time per partition.
+        let stream = input.then(move |batch| {
+            let (adjacency, target, target_filter, schema) = (
+                adjacency.clone(),
+                target.clone(),
+                target_filter.clone(),
+                schema.clone(),
+            );
+            async move {
+                let neighbor_filter = NeighborFilter {
+                    target_filter: target_filter.as_deref(),
+                    closing_index,
+                };
+                expand_batch(
+                    batch?,
+                    key_index,
+                    &adjacency,
+                    target.as_deref(),
+                    neighbor_filter,
+                    &schema,
+                    batch_size,
+                )
+                .await
+            }
+        });
+        let stream = stream.flat_map(|batches| {
+            let batches: Vec<_> = match batches {
+                Ok(batches) => batches.into_iter().map(Ok).collect(),
+                Err(e) => vec![Err(e)],
+            };
+            futures::stream::iter(batches)
+        });
+        Ok(Box::pin(RecordBatchStreamAdapter::new(out_schema, stream)))
+    }
+}
+
+/// Lowers [`CsrExpandNode`] to [`CsrExpandExec`].
+#[derive(Debug, Default)]
+pub struct CsrExtensionPlanner;
+
+#[async_trait]
+impl ExtensionPlanner for CsrExtensionPlanner {
+    async fn plan_extension(
+        &self,
+        _planner: &dyn PhysicalPlanner,
+        node: &dyn UserDefinedLogicalNode,
+        _logical_inputs: &[&LogicalPlan],
+        physical_inputs: &[Arc<dyn ExecutionPlan>],
+        session_state: &SessionState,
+    ) -> datafusion::common::Result<Option<Arc<dyn ExecutionPlan>>> {
+        if let Some(node) = node
+            .as_any()
+            .downcast_ref::<crate::shortest_path::ShortestPathNode>()
+        {
+            return Ok(Some(crate::shortest_path::plan_shortest_path(
+                node,
+                physical_inputs,
+            )));
+        }
+        let Some(node) = node.as_any().downcast_ref::<CsrExpandNode>() else {
+            return Ok(None);
+        };
+        let target_filter = match (&node.target, &node.target_filter) {
+            (Some(target), Some(filter)) => Some(target.compile_filter(filter, session_state)?),
+            _ => None,
+        };
+        Ok(Some(Arc::new(CsrExpandExec::new(
+            physical_inputs[0].clone(),
+            node.key_column.clone(),
+            node.adjacency.clone(),
+            node.target.clone(),
+            target_filter,
+            node.closing_column.clone(),
+            Arc::new(node.schema.as_arrow().clone()),
+        ))))
+    }
+}
+
+/// Query planner that adds [`CsrExtensionPlanner`]; install it on any
+/// `SessionContext` that executes plans built with an [`AdjacencyCatalog`].
+#[derive(Debug, Default)]
+pub struct CsrQueryPlanner;
+
+#[async_trait]
+impl QueryPlanner for CsrQueryPlanner {
+    async fn create_physical_plan(
+        &self,
+        logical_plan: &LogicalPlan,
+        session_state: &SessionState,
+    ) -> datafusion::common::Result<Arc<dyn ExecutionPlan>> {
+        DefaultPhysicalPlanner::with_extension_planners(vec![Arc::new(CsrExtensionPlanner)])
+            .create_physical_plan(logical_plan, session_state)
+            .await
+    }
+}
+
+/// Optimizer rule: move WHERE conjuncts that read only a fused target's columns into
+/// the CSR node, which evaluates them before taking the target's other columns.
+///
+/// Without this, `... WHERE tc.name = 'Athlete'` takes every projected target column
+/// for every expanded row, then filters. The CSR node
+/// instead takes just the filter's columns for each batch's candidates, evaluates the
+/// predicate, and takes the remaining columns only for rows that pass; columns used
+/// only by the filter are then pruned from the output. The cost follows the expanded
+/// rows, never the target table's size. (Evaluating the filter once per query over the
+/// whole target table was tried first: it cost more than it saved whenever the
+/// expansion was already small, which re-rooting usually ensures.) Volatile conjuncts
+/// stay put.
+#[derive(Debug, Default)]
+pub struct PushCsrTargetFilters;
+
+impl OptimizerRule for PushCsrTargetFilters {
+    fn name(&self) -> &str {
+        "push_csr_target_filters"
+    }
+
+    fn rewrite(
+        &self,
+        plan: LogicalPlan,
+        _config: &dyn OptimizerConfig,
+    ) -> datafusion::common::Result<Transformed<LogicalPlan>> {
+        plan.transform_up(|node| {
+            let LogicalPlan::Filter(filter) = &node else {
+                return Ok(Transformed::no(node));
+            };
+            // Projection pushdown can leave column-only projections between the filter
+            // and the CSR node; look through them (they are rebuilt unchanged below).
+            let mut projections = Vec::new();
+            let mut below = filter.input.as_ref();
+            while let LogicalPlan::Projection(p) = below {
+                if !p.expr.iter().all(|e| matches!(e, Expr::Column(_))) {
+                    return Ok(Transformed::no(node));
+                }
+                projections.push(p.expr.clone());
+                below = p.input.as_ref();
+            }
+            let LogicalPlan::Extension(ext) = below else {
+                return Ok(Transformed::no(node));
+            };
+            let Some(csr) = ext.node.as_any().downcast_ref::<CsrExpandNode>() else {
+                return Ok(Transformed::no(node));
+            };
+            let Some(target) = &csr.target else {
+                return Ok(Transformed::no(node));
+            };
+            let target_columns = target.raw_columns();
+            let (moved, kept): (Vec<&Expr>, Vec<&Expr>) = split_conjunction(&filter.predicate)
+                .into_iter()
+                .partition(|e| {
+                    let refs = e.column_refs();
+                    !refs.is_empty()
+                        && !e.is_volatile()
+                        && refs.iter().all(|c| target_columns.contains_key(&c.name))
+                });
+            if moved.is_empty() {
+                return Ok(Transformed::no(node));
+            }
+            let mut pushed = csr.clone();
+            pushed.target_filter = conjunction(
+                csr.target_filter
+                    .iter()
+                    .cloned()
+                    .chain(moved.into_iter().cloned()),
+            );
+            let mut rebuilt = LogicalPlan::Extension(Extension {
+                node: Arc::new(pushed),
+            });
+            for exprs in projections.into_iter().rev() {
+                rebuilt = LogicalPlanBuilder::from(rebuilt).project(exprs)?.build()?;
+            }
+            Ok(Transformed::yes(
+                match conjunction(kept.into_iter().cloned()) {
+                    Some(rest) => LogicalPlanBuilder::from(rebuilt).filter(rest)?.build()?,
+                    None => rebuilt,
+                },
+            ))
+        })
+    }
+}
+
+/// Optimizer rule: drop fused target columns that nothing in the plan uses.
+///
+/// DataFusion's projection pushdown prunes an extension node's inputs but not its
+/// own outputs, so without this every target column would be fetched per row.
+/// "Used" is conservative: any column referenced by an expression, the plan's
+/// output columns, every CSR node's key, and all inputs of nodes whose column use is
+/// implicit (e.g. `DISTINCT`, `UNION`).
+#[derive(Debug, Default)]
+pub struct PruneCsrTargetColumns;
+
+impl OptimizerRule for PruneCsrTargetColumns {
+    fn name(&self) -> &str {
+        "prune_csr_target_columns"
+    }
+
+    fn rewrite(
+        &self,
+        plan: LogicalPlan,
+        _config: &dyn OptimizerConfig,
+    ) -> datafusion::common::Result<Transformed<LogicalPlan>> {
+        let used = used_columns(&plan)?;
+        plan.transform_up(|node| {
+            if let LogicalPlan::Extension(ext) = &node {
+                if let Some(csr) = ext.node.as_any().downcast_ref::<CsrExpandNode>() {
+                    if let Some(pruned) = csr.with_target_columns(&used) {
+                        return Ok(Transformed::yes(LogicalPlan::Extension(Extension {
+                            node: Arc::new(pruned),
+                        })));
+                    }
+                }
+            }
+            Ok(Transformed::no(node))
+        })
+    }
+}
+
+fn used_columns(plan: &LogicalPlan) -> datafusion::common::Result<HashSet<String>> {
+    let mut used: HashSet<String> = plan
+        .schema()
+        .fields()
+        .iter()
+        .map(|f| f.name().clone())
+        .collect();
+    plan.apply_with_subqueries(|node| {
+        for expr in node.expressions() {
+            used.extend(expr.column_refs().into_iter().map(|c| c.name.clone()));
+        }
+        let explicit = match node {
+            LogicalPlan::Extension(ext) => {
+                match ext.node.as_any().downcast_ref::<CsrExpandNode>() {
+                    Some(csr) => {
+                        // Read by the node itself, not through an expression.
+                        used.insert(csr.key_column.clone());
+                        used.extend(csr.closing_column.clone());
+                        true
+                    }
+                    None => false,
+                }
+            }
+            LogicalPlan::Projection(_)
+            | LogicalPlan::Filter(_)
+            | LogicalPlan::Aggregate(_)
+            | LogicalPlan::Sort(_)
+            | LogicalPlan::Limit(_)
+            | LogicalPlan::Join(_)
+            | LogicalPlan::TableScan(_)
+            | LogicalPlan::SubqueryAlias(_)
+            | LogicalPlan::Repartition(_)
+            | LogicalPlan::Window(_)
+            | LogicalPlan::EmptyRelation(_)
+            | LogicalPlan::Values(_) => true,
+            _ => false,
+        };
+        if !explicit {
+            for input in node.inputs() {
+                used.extend(input.schema().fields().iter().map(|f| f.name().clone()));
+            }
+        }
+        Ok(TreeNodeRecursion::Continue)
+    })?;
+    Ok(used)
+}
+
+fn plan_error(message: String) -> GraphError {
+    GraphError::PlanError {
+        message,
+        location: snafu::Location::new(file!(), line!(), column!()),
+    }
+}
+
+fn exec_error(message: String) -> GraphError {
+    GraphError::ExecutionError {
+        message,
+        location: snafu::Location::new(file!(), line!(), column!()),
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use datafusion::physical_plan::stream::RecordBatchStreamAdapter;
+
+    fn edge_stream(src: Vec<Option<i64>>, dst: Vec<Option<i64>>) -> SendableRecordBatchStream {
+        let schema = Arc::new(Schema::new(vec![
+            Field::new("src", DataType::Int64, true),
+            Field::new("dst", DataType::Int64, true),
+        ]));
+        let batch = RecordBatch::try_new(
+            schema.clone(),
+            vec![
+                Arc::new(Int64Array::from(src)),
+                Arc::new(Int64Array::from(dst)),
+            ],
+        )
+        .unwrap();
+        Box::pin(RecordBatchStreamAdapter::new(
+            schema,
+            futures::stream::iter(vec![Ok(batch)]),
+        ))
+    }
+
+    #[tokio::test]
+    async fn build_keeps_duplicates_skips_nulls_and_handles_large_ids() {
+        let big = 1_i64 << 40;
+        let stream = edge_stream(
+            vec![Some(big), Some(big), Some(7), None, Some(7)],
+            vec![Some(1), Some(1), Some(-3), Some(5), None],
+        );
+        let adj = Adjacency::build(stream, "SRC", "dst").await.unwrap();
+        assert_eq!(adj.num_edges(), 3);
+        assert_eq!(neighbors(&adj, big), vec![1, 1]);
+        assert_eq!(neighbors(&adj, 7), vec![-3]);
+        assert!(neighbors(&adj, 42).is_empty());
+    }
+
+    #[tokio::test]
+    async fn undirected_neighbors_visit_both_directions_and_self_loops_once() {
+        let edges = || {
+            edge_stream(
+                vec![Some(1), Some(1), Some(3)],
+                vec![Some(2), Some(3), Some(3)],
+            )
+        };
+        let out = Adjacency::build(edges(), "src", "dst").await.unwrap();
+        let inc = Adjacency::build(edges(), "dst", "src").await.unwrap();
+        let both = Neighbors::undirected(Arc::new(out), Arc::new(inc));
+        let collect = |key| {
+            let mut v = Vec::new();
+            both.for_each_neighbor(key, |n| v.push(n as i64));
+            v
+        };
+        assert_eq!(collect(1), vec![2, 3]);
+        assert_eq!(collect(2), vec![1]);
+        assert_eq!(collect(3), vec![3, 1]);
+    }
+
+    fn neighbors(adj: &Adjacency, key: i64) -> Vec<i64> {
+        let mut out = Vec::new();
+        adj.for_each_neighbor(key, |n| out.push(n as i64));
+        out.sort_unstable();
+        out
+    }
+
+    #[tokio::test]
+    async fn changes_layer_over_shared_base_with_multiset_tombstones() {
+        let base = Adjacency::build(
+            edge_stream(
+                vec![Some(1), Some(1), Some(1)],
+                vec![Some(2), Some(2), Some(3)],
+            ),
+            "src",
+            "dst",
+        )
+        .await
+        .unwrap();
+        // Remove one of the two 1->2 edges, add 1->4 and a new source 9->1.
+        let next = base.with_changes(&[(1, 4), (9, 1)], &[(1, 2)]);
+        assert_eq!(neighbors(&next, 1), vec![2, 3, 4]);
+        assert_eq!(neighbors(&next, 9), vec![1]);
+        assert_eq!(
+            (next.num_edges(), next.delta_edges(), next.tombstones()),
+            (4, 2, 1)
+        );
+        // Removing an appended edge cancels it; the original is untouched.
+        let later = next.with_changes(&[], &[(9, 1)]);
+        assert!(neighbors(&later, 9).is_empty());
+        assert_eq!(neighbors(&base, 1), vec![2, 2, 3]);
+        assert!(Arc::ptr_eq(&base.base, &later.base));
+    }
+
+    #[tokio::test]
+    async fn debug_output_does_not_grow_with_edges() {
+        let n = 10_000;
+        let adj = Adjacency::build(
+            edge_stream((0..n).map(Some).collect(), (0..n).map(Some).collect()),
+            "src",
+            "dst",
+        )
+        .await
+        .unwrap();
+        assert!(format!("{:?}", adj).len() < 100);
+    }
+
+    #[test]
+    fn node_rows_reject_duplicate_ids_and_skip_nulls() {
+        let schema = Arc::new(Schema::new(vec![Field::new("ID", DataType::Int32, true)]));
+        let batch = |ids: Vec<Option<i32>>| {
+            RecordBatch::try_new(
+                schema.clone(),
+                vec![Arc::new(arrow::array::Int32Array::from(ids))],
+            )
+            .unwrap()
+        };
+        let rows = NodeRows::from_batch(batch(vec![Some(5), None, Some(7)]), "id")
+            .unwrap()
+            .unwrap();
+        assert_eq!(
+            (rows.num_rows(), rows.position(7), rows.position(9)),
+            (2, Some(2), None)
+        );
+        assert!(NodeRows::from_batch(batch(vec![Some(5), Some(5)]), "id")
+            .unwrap()
+            .is_none());
+    }
+
+    #[tokio::test]
+    async fn many_small_changes_match_a_reference_multiset() {
+        let mut adj = Adjacency::build(edge_stream(vec![Some(0)], vec![Some(0)]), "src", "dst")
+            .await
+            .unwrap();
+        let mut expected = vec![0_i64];
+        for step in 1..=200_i64 {
+            let removed: Vec<(i64, i64)> = if step % 3 == 0 {
+                expected.pop().map(|n| vec![(0, n)]).unwrap_or_default()
+            } else {
+                vec![]
+            };
+            adj = adj.with_changes(&[(0, step), (0, step)], &removed);
+            expected.extend([step, step]);
+        }
+        expected.sort_unstable();
+        assert_eq!(neighbors(&adj, 0), expected);
+        assert_eq!(adj.num_edges() as usize, expected.len());
+    }
+
+    #[tokio::test]
+    async fn expand_batch_repeats_rows_per_neighbor() {
+        let adj = Adjacency::build(
+            edge_stream(vec![Some(1), Some(1)], vec![Some(2), Some(3)]),
+            "src",
+            "dst",
+        )
+        .await
+        .unwrap();
+        let input_schema = Arc::new(Schema::new(vec![Field::new(
+            "a__id",
+            DataType::Int32,
+            true,
+        )]));
+        let input = RecordBatch::try_new(
+            input_schema,
+            vec![Arc::new(arrow::array::Int32Array::from(vec![
+                Some(1),
+                None,
+                Some(9),
+            ]))],
+        )
+        .unwrap();
+        let out_schema = Arc::new(Schema::new(vec![
+            Field::new("a__id", DataType::Int32, true),
+            Field::new("r__src", DataType::Int32, true),
+            Field::new("r__dst", DataType::Int32, true),
+        ]));
+        let none = NeighborFilter {
+            target_filter: None,
+            closing_index: None,
+        };
+        let adj = Neighbors::directed(Arc::new(adj));
+        let out = expand_batch(input.clone(), 0, &adj, None, none, &out_schema, 8192)
+            .await
+            .unwrap();
+        assert_eq!(out.len(), 1);
+        assert_eq!(out[0].num_rows(), 2);
+        let dst = out[0]
+            .column(2)
+            .as_primitive::<arrow::datatypes::Int32Type>();
+        assert_eq!(dst.values().to_vec(), vec![2, 3]);
+        // Output is split at `batch_size` rows.
+        let split = expand_batch(input, 0, &adj, None, none, &out_schema, 1)
+            .await
+            .unwrap();
+        assert_eq!(
+            split.iter().map(|b| b.num_rows()).collect::<Vec<_>>(),
+            vec![1, 1]
+        );
+    }
+}
diff --git a/crates/lance-graph/src/csr_index.rs b/crates/lance-graph/src/csr_index.rs
index 176ef54..d80101f 100644
--- a/crates/lance-graph/src/csr_index.rs
+++ b/crates/lance-graph/src/csr_index.rs
@@ -3,10 +3,9 @@
 
 //! CSR (Compressed Sparse Row) adjacency index for native graph traversal
 //!
-//! Instead of translating graph traversals into SQL joins, this module provides
-//! a CSR-based adjacency index that enables O(1) neighbor lookup. Inspired by
-//! [GraphAr](https://graphar.apache.org)'s approach of encoding CSR offset
-//! tables alongside columnar edge data.
+//! The compact neighbour store behind [`crate::csr_expand::Adjacency`]. Upstream's
+//! traversal (BFS, shortest path) and Arrow export helpers were removed as unused
+//! in this fork (shortest paths now live in [`crate::shortest_path`]).
 //!
 //! # Layout
 //!
@@ -17,12 +16,7 @@
 //!
 //! For vertex `v`, its neighbors are `neighbors[offsets[v]..offsets[v+1]]`.
 
-use arrow_array::{RecordBatch, UInt64Array};
-use arrow_schema::{DataType, Field, Schema};
 use std::collections::HashMap;
-use std::sync::Arc;
-
-use crate::error::{GraphError, Result};
 
 /// In-memory CSR adjacency index for fast neighbor lookup.
 ///
@@ -33,7 +27,6 @@ use crate::error::{GraphError, Result};
 pub struct CsrIndex {
     offsets: Vec<u64>,
     neighbors: Vec<u64>,
-    num_vertices: u64,
 }
 
 impl CsrIndex {
@@ -49,160 +42,10 @@ impl CsrIndex {
         &self.neighbors[start..end]
     }
 
-    /// Return the out-degree of a vertex (number of outgoing edges).
-    pub fn degree(&self, vertex_id: u64) -> u32 {
-        self.neighbors(vertex_id).len() as u32
-    }
-
-    /// Return the total number of vertices in the index.
-    pub fn num_vertices(&self) -> u64 {
-        self.num_vertices
-    }
-
     /// Return the total number of edges in the index.
     pub fn num_edges(&self) -> u64 {
         self.neighbors.len() as u64
     }
-
-    /// Export the CSR index as an Arrow RecordBatch (offset table).
-    ///
-    /// Schema: `vertex_id: u64, offset: u64, degree: u64`
-    ///
-    /// This can be persisted as a Lance dataset for later loading.
-    pub fn to_record_batch(&self) -> Result<RecordBatch> {
-        let n = self.num_vertices as usize;
-        let vertex_ids: Vec<u64> = (0..n as u64).collect();
-        let offsets: Vec<u64> = self.offsets[..n].to_vec();
-        let degrees: Vec<u64> = (0..n)
-            .map(|i| self.offsets[i + 1] - self.offsets[i])
-            .collect();
-
-        let schema = Arc::new(Schema::new(vec![
-            Field::new("vertex_id", DataType::UInt64, false),
-            Field::new("offset", DataType::UInt64, false),
-            Field::new("degree", DataType::UInt64, false),
-        ]));
-
-        RecordBatch::try_new(
-            schema,
-            vec![
-                Arc::new(UInt64Array::from(vertex_ids)),
-                Arc::new(UInt64Array::from(offsets)),
-                Arc::new(UInt64Array::from(degrees)),
-            ],
-        )
-        .map_err(|e| GraphError::PlanError {
-            message: format!("Failed to create CSR offset RecordBatch: {}", e),
-            location: snafu::Location::new(file!(), line!(), column!()),
-        })
-    }
-
-    /// Export the neighbor (destination) array as an Arrow RecordBatch.
-    ///
-    /// Schema: `dst_id: u64`
-    ///
-    /// This is the edge list sorted by source vertex, suitable for sequential scans.
-    pub fn neighbors_to_record_batch(&self) -> Result<RecordBatch> {
-        let schema = Arc::new(Schema::new(vec![Field::new(
-            "dst_id",
-            DataType::UInt64,
-            false,
-        )]));
-
-        RecordBatch::try_new(
-            schema,
-            vec![Arc::new(UInt64Array::from(self.neighbors.clone()))],
-        )
-        .map_err(|e| GraphError::PlanError {
-            message: format!("Failed to create CSR neighbors RecordBatch: {}", e),
-            location: snafu::Location::new(file!(), line!(), column!()),
-        })
-    }
-
-    /// Perform a k-hop BFS traversal from a starting vertex.
-    ///
-    /// Returns all vertices reachable within `max_hops` hops, organized by
-    /// distance. Each entry in the returned Vec is the set of vertices at
-    /// that hop distance (index 0 = starting vertex, index 1 = 1-hop neighbors, etc.).
-    pub fn bfs(&self, start: u64, max_hops: u32) -> Vec<Vec<u64>> {
-        let mut visited = vec![false; self.num_vertices as usize];
-        let mut levels: Vec<Vec<u64>> = Vec::with_capacity(max_hops as usize + 1);
-
-        if (start as usize) >= self.num_vertices as usize {
-            return levels;
-        }
-
-        visited[start as usize] = true;
-        levels.push(vec![start]);
-
-        for _ in 0..max_hops {
-            let frontier = levels.last().unwrap();
-            let mut next_level = Vec::new();
-
-            for &v in frontier {
-                for &neighbor in self.neighbors(v) {
-                    let n = neighbor as usize;
-                    if n < visited.len() && !visited[n] {
-                        visited[n] = true;
-                        next_level.push(neighbor);
-                    }
-                }
-            }
-
-            if next_level.is_empty() {
-                break;
-            }
-            levels.push(next_level);
-        }
-
-        levels
-    }
-
-    /// Find the shortest path between two vertices using BFS.
-    ///
-    /// Returns `None` if no path exists, or `Some(path)` where path is the
-    /// sequence of vertex IDs from `start` to `end` (inclusive).
-    pub fn shortest_path(&self, start: u64, end: u64) -> Option<Vec<u64>> {
-        if start == end {
-            return Some(vec![start]);
-        }
-
-        let n = self.num_vertices as usize;
-        if start as usize >= n || end as usize >= n {
-            return None;
-        }
-
-        let mut visited = vec![false; n];
-        let mut parent: Vec<Option<u64>> = vec![None; n];
-        let mut queue = std::collections::VecDeque::new();
-
-        visited[start as usize] = true;
-        queue.push_back(start);
-
-        while let Some(current) = queue.pop_front() {
-            for &neighbor in self.neighbors(current) {
-                let ni = neighbor as usize;
-                if ni < n && !visited[ni] {
-                    visited[ni] = true;
-                    parent[ni] = Some(current);
-
-                    if neighbor == end {
-                        let mut path = vec![end];
-                        let mut node = end;
-                        while let Some(p) = parent[node as usize] {
-                            path.push(p);
-                            node = p;
-                        }
-                        path.reverse();
-                        return Some(path);
-                    }
-                    queue.push_back(neighbor);
-                }
-            }
-        }
-
-        None
-    }
 }
 
 /// Builder for constructing a CSR index from edge data.
@@ -236,43 +79,6 @@ impl CsrIndexBuilder {
         self
     }
 
-    /// Add edges from an Arrow RecordBatch with `src_id` and `dst_id` columns.
-    pub fn add_edges_from_batch(mut self, batch: &RecordBatch) -> Result<Self> {
-        let src_col = batch
-            .column_by_name("src_id")
-            .ok_or_else(|| GraphError::PlanError {
-                message: "Edge batch missing 'src_id' column".to_string(),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?;
-        let dst_col = batch
-            .column_by_name("dst_id")
-            .ok_or_else(|| GraphError::PlanError {
-                message: "Edge batch missing 'dst_id' column".to_string(),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?;
-
-        let src_array = src_col
-            .as_any()
-            .downcast_ref::<UInt64Array>()
-            .ok_or_else(|| GraphError::PlanError {
-                message: "src_id column must be UInt64".to_string(),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?;
-        let dst_array = dst_col
-            .as_any()
-            .downcast_ref::<UInt64Array>()
-            .ok_or_else(|| GraphError::PlanError {
-                message: "dst_id column must be UInt64".to_string(),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?;
-
-        for i in 0..batch.num_rows() {
-            self.edges.push((src_array.value(i), dst_array.value(i)));
-        }
-
-        Ok(self)
-    }
-
     /// Build the CSR index.
     ///
     /// Sorts edges by source vertex, then builds offset and neighbor arrays.
@@ -312,11 +118,7 @@ impl CsrIndexBuilder {
             neighbors.push(dst);
         }
 
-        CsrIndex {
-            offsets,
-            neighbors,
-            num_vertices,
-        }
+        CsrIndex { offsets, neighbors }
     }
 }
 
@@ -326,21 +128,6 @@ impl Default for CsrIndexBuilder {
     }
 }
 
-/// Build both outgoing (CSR) and incoming (CSC) adjacency indices from edge data.
-///
-/// Returns `(outgoing_index, incoming_index)`.
-pub fn build_bidirectional_index(edges: &[(u64, u64)], num_vertices: u64) -> (CsrIndex, CsrIndex) {
-    let mut outgoing_builder = CsrIndexBuilder::new().with_num_vertices(num_vertices);
-    let mut incoming_builder = CsrIndexBuilder::new().with_num_vertices(num_vertices);
-
-    for &(src, dst) in edges {
-        outgoing_builder = outgoing_builder.add_edge(src, dst);
-        incoming_builder = incoming_builder.add_edge(dst, src);
-    }
-
-    (outgoing_builder.build(), incoming_builder.build())
-}
-
 #[cfg(test)]
 mod tests {
     use super::*;
@@ -371,19 +158,9 @@ mod tests {
         assert_eq!(idx.neighbors(3), &[] as &[u64]);
     }
 
-    #[test]
-    fn test_degree() {
-        let idx = sample_index();
-        assert_eq!(idx.degree(0), 3);
-        assert_eq!(idx.degree(1), 1);
-        assert_eq!(idx.degree(2), 1);
-        assert_eq!(idx.degree(3), 0);
-    }
-
     #[test]
     fn test_metadata() {
         let idx = sample_index();
-        assert_eq!(idx.num_vertices(), 4);
         assert_eq!(idx.num_edges(), 5);
     }
 
@@ -391,13 +168,11 @@ mod tests {
     fn test_out_of_range_vertex() {
         let idx = sample_index();
         assert_eq!(idx.neighbors(99), &[] as &[u64]);
-        assert_eq!(idx.degree(99), 0);
     }
 
     #[test]
     fn test_empty_graph() {
         let idx = CsrIndexBuilder::new().with_num_vertices(0).build();
-        assert_eq!(idx.num_vertices(), 0);
         assert_eq!(idx.num_edges(), 0);
         assert_eq!(idx.neighbors(0), &[] as &[u64]);
     }
@@ -416,211 +191,12 @@ mod tests {
         assert_eq!(idx.neighbors(4), &[] as &[u64]);
     }
 
-    #[test]
-    fn test_build_from_record_batch() {
-        let schema = Arc::new(Schema::new(vec![
-            Field::new("src_id", DataType::UInt64, false),
-            Field::new("dst_id", DataType::UInt64, false),
-        ]));
-        let batch = RecordBatch::try_new(
-            schema,
-            vec![
-                Arc::new(UInt64Array::from(vec![0, 0, 1, 2])),
-                Arc::new(UInt64Array::from(vec![1, 2, 2, 0])),
-            ],
-        )
-        .unwrap();
-
-        let idx = CsrIndexBuilder::new()
-            .add_edges_from_batch(&batch)
-            .unwrap()
-            .build();
-
-        assert_eq!(idx.neighbors(0), &[1, 2]);
-        assert_eq!(idx.neighbors(1), &[2]);
-        assert_eq!(idx.neighbors(2), &[0]);
-    }
-
-    #[test]
-    fn test_to_record_batch() {
-        let idx = sample_index();
-        let batch = idx.to_record_batch().unwrap();
-
-        assert_eq!(batch.num_rows(), 4);
-        assert_eq!(batch.num_columns(), 3);
-
-        let offsets = batch
-            .column_by_name("offset")
-            .unwrap()
-            .as_any()
-            .downcast_ref::<UInt64Array>()
-            .unwrap();
-        assert_eq!(offsets.value(0), 0);
-        assert_eq!(offsets.value(1), 3);
-        assert_eq!(offsets.value(2), 4);
-        assert_eq!(offsets.value(3), 5);
-
-        let degrees = batch
-            .column_by_name("degree")
-            .unwrap()
-            .as_any()
-            .downcast_ref::<UInt64Array>()
-            .unwrap();
-        assert_eq!(degrees.value(0), 3);
-        assert_eq!(degrees.value(1), 1);
-        assert_eq!(degrees.value(2), 1);
-        assert_eq!(degrees.value(3), 0);
-    }
-
-    #[test]
-    fn test_neighbors_to_record_batch() {
-        let idx = sample_index();
-        let batch = idx.neighbors_to_record_batch().unwrap();
-
-        assert_eq!(batch.num_rows(), 5);
-        let dst = batch
-            .column_by_name("dst_id")
-            .unwrap()
-            .as_any()
-            .downcast_ref::<UInt64Array>()
-            .unwrap();
-        assert_eq!(dst.value(0), 1);
-        assert_eq!(dst.value(1), 2);
-        assert_eq!(dst.value(2), 3);
-        assert_eq!(dst.value(3), 2);
-        assert_eq!(dst.value(4), 3);
-    }
-
-    #[test]
-    fn test_bidirectional_index() {
-        let edges = vec![(0, 1), (0, 2), (1, 2)];
-        let (outgoing, incoming) = build_bidirectional_index(&edges, 3);
-
-        // Outgoing
-        assert_eq!(outgoing.neighbors(0), &[1, 2]);
-        assert_eq!(outgoing.neighbors(1), &[2]);
-        assert_eq!(outgoing.neighbors(2), &[] as &[u64]);
-
-        // Incoming (reversed edges)
-        assert_eq!(incoming.neighbors(0), &[] as &[u64]);
-        assert_eq!(incoming.neighbors(1), &[0]);
-        assert_eq!(incoming.neighbors(2), &[0, 1]);
-    }
-
-    #[test]
-    fn test_bfs_traversal() {
-        // Graph: 0->1, 0->2, 1->3, 2->3, 3->4
-        let idx = CsrIndexBuilder::new()
-            .with_num_vertices(5)
-            .add_edge(0, 1)
-            .add_edge(0, 2)
-            .add_edge(1, 3)
-            .add_edge(2, 3)
-            .add_edge(3, 4)
-            .build();
-
-        let levels = idx.bfs(0, 3);
-        assert_eq!(levels.len(), 4);
-        assert_eq!(levels[0], vec![0]); // start
-        assert_eq!(levels[1], vec![1, 2]); // 1-hop
-        assert_eq!(levels[2], vec![3]); // 2-hop (3 reached from both 1 and 2, but visited once)
-        assert_eq!(levels[3], vec![4]); // 3-hop
-    }
-
-    #[test]
-    fn test_bfs_limited_hops() {
-        let idx = CsrIndexBuilder::new()
-            .with_num_vertices(4)
-            .add_edge(0, 1)
-            .add_edge(1, 2)
-            .add_edge(2, 3)
-            .build();
-
-        let levels = idx.bfs(0, 1);
-        assert_eq!(levels.len(), 2);
-        assert_eq!(levels[0], vec![0]);
-        assert_eq!(levels[1], vec![1]);
-    }
-
-    #[test]
-    fn test_bfs_disconnected() {
-        let idx = CsrIndexBuilder::new()
-            .with_num_vertices(4)
-            .add_edge(0, 1)
-            // 2, 3 are disconnected
-            .build();
-
-        let levels = idx.bfs(0, 10);
-        assert_eq!(levels.len(), 2);
-        assert_eq!(levels[0], vec![0]);
-        assert_eq!(levels[1], vec![1]);
-    }
-
-    #[test]
-    fn test_bfs_invalid_start() {
-        let idx = CsrIndexBuilder::new().with_num_vertices(3).build();
-        let levels = idx.bfs(99, 5);
-        assert!(levels.is_empty());
-    }
-
-    #[test]
-    fn test_shortest_path_direct() {
-        let idx = CsrIndexBuilder::new()
-            .with_num_vertices(3)
-            .add_edge(0, 1)
-            .add_edge(1, 2)
-            .add_edge(0, 2)
-            .build();
-
-        // Direct edge 0->2 is shorter than 0->1->2
-        let path = idx.shortest_path(0, 2).unwrap();
-        assert_eq!(path, vec![0, 2]);
-    }
-
-    #[test]
-    fn test_shortest_path_multi_hop() {
-        let idx = CsrIndexBuilder::new()
-            .with_num_vertices(4)
-            .add_edge(0, 1)
-            .add_edge(1, 2)
-            .add_edge(2, 3)
-            .build();
-
-        let path = idx.shortest_path(0, 3).unwrap();
-        assert_eq!(path, vec![0, 1, 2, 3]);
-    }
-
-    #[test]
-    fn test_shortest_path_same_vertex() {
-        let idx = sample_index();
-        let path = idx.shortest_path(2, 2).unwrap();
-        assert_eq!(path, vec![2]);
-    }
-
-    #[test]
-    fn test_shortest_path_unreachable() {
-        let idx = CsrIndexBuilder::new()
-            .with_num_vertices(3)
-            .add_edge(0, 1)
-            // no path from 0 to 2
-            .build();
-
-        assert!(idx.shortest_path(0, 2).is_none());
-    }
-
-    #[test]
-    fn test_shortest_path_invalid_vertices() {
-        let idx = sample_index();
-        assert!(idx.shortest_path(99, 0).is_none());
-        assert!(idx.shortest_path(0, 99).is_none());
-    }
-
     #[test]
     fn test_auto_inferred_num_vertices() {
         let idx = CsrIndexBuilder::new().add_edge(0, 5).add_edge(3, 7).build();
 
-        // Should infer num_vertices = 8 (max ID 7 + 1)
-        assert_eq!(idx.num_vertices(), 8);
+        // Inferred from the max ID (7): vertices up to 7 are addressable.
+        assert_eq!(idx.neighbors(7), &[] as &[u64]);
         assert_eq!(idx.neighbors(0), &[5]);
         assert_eq!(idx.neighbors(3), &[7]);
     }
@@ -649,6 +225,5 @@ mod tests {
 
         // CSR preserves multi-edges
         assert_eq!(idx.neighbors(0), &[1, 1, 1]);
-        assert_eq!(idx.degree(0), 3);
     }
 }
diff --git a/crates/lance-graph/src/datafusion_planner/analysis.rs b/crates/lance-graph/src/datafusion_planner/analysis.rs
index 113072c..0d2a7b7 100644
--- a/crates/lance-graph/src/datafusion_planner/analysis.rs
+++ b/crates/lance-graph/src/datafusion_planner/analysis.rs
@@ -211,6 +211,22 @@ fn analyze_operator(
                 analyze_operator(op, analysis, rel_counter)?;
             }
         }
+        LogicalOperator::ShortestPath { input, .. } => {
+            analyze_operator(input, analysis, rel_counter)?;
+        }
+        // Same order as `build_optional_match` builds them: input, then the optional side.
+        LogicalOperator::OptionalMatch {
+            input, optional, ..
+        } => {
+            analyze_operator(input, analysis, rel_counter)?;
+            analyze_operator(optional, analysis, rel_counter)?;
+        }
+        // Branch labels may differ; `build_union` re-derives them per branch.
+        LogicalOperator::Union { inputs } => {
+            for input in inputs {
+                analyze_operator(input, analysis, rel_counter)?;
+            }
+        }
     }
     Ok(())
 }
diff --git a/crates/lance-graph/src/datafusion_planner/builder/aggregate_ops.rs b/crates/lance-graph/src/datafusion_planner/builder/aggregate_ops.rs
index 6feb2c2..9528106 100644
--- a/crates/lance-graph/src/datafusion_planner/builder/aggregate_ops.rs
+++ b/crates/lance-graph/src/datafusion_planner/builder/aggregate_ops.rs
@@ -20,13 +20,24 @@ impl DataFusionPlanner {
         // Store computed aliases for aggregates to reuse in final projection
         let mut agg_aliases = Vec::new();
 
+        let schema = input_plan.schema().clone();
         for p in projections {
+            // Grouping by a node groups by all its columns (`WITH b, count(*) AS n`).
+            if let Some(columns) = Self::entity_columns(&schema, &p.expression, None) {
+                group_exprs.extend(columns.into_iter().map(|c| match c {
+                    datafusion::logical_expr::Expr::Alias(a) => *a.expr,
+                    other => other,
+                }));
+                continue;
+            }
             let expr = super::super::expression::to_df_value_expr(&p.expression);
 
             if super::super::expression::contains_aggregate(&p.expression) {
-                // Aggregate expressions get aliased
+                // Aggregate expressions get aliased. Lowercase, like plain projections: the
+                // final projection refers to it with `col`, which normalizes identifiers, so a
+                // camelCase alias (`count(*) AS postCount`) failed to plan.
                 let alias = if let Some(alias) = &p.alias {
-                    alias.clone()
+                    alias.to_lowercase()
                 } else {
                     super::super::expression::to_cypher_column_name(&p.expression)
                 };
@@ -42,11 +53,23 @@ impl DataFusionPlanner {
         let mut final_projection = Vec::new();
         let mut agg_idx = 0;
         for p in projections {
-            if !super::super::expression::contains_aggregate(&p.expression) {
+            if let Some(columns) = Self::entity_columns(&schema, &p.expression, p.alias.as_deref())
+            {
+                // After grouping, the node's columns are plain group columns of the same names.
+                final_projection.extend(columns.into_iter().map(|c| match c {
+                    datafusion::logical_expr::Expr::Alias(a) => {
+                        let datafusion::logical_expr::Expr::Column(column) = *a.expr else {
+                            unreachable!("entity_columns returns aliased columns")
+                        };
+                        col(datafusion::common::Column::new_unqualified(column.name)).alias(a.name)
+                    }
+                    other => other,
+                }));
+            } else if !super::super::expression::contains_aggregate(&p.expression) {
                 // Re-create the expression and apply alias
                 let expr = super::super::expression::to_df_value_expr(&p.expression);
                 let aliased = if let Some(alias) = &p.alias {
-                    expr.alias(alias)
+                    expr.alias(alias.to_lowercase())
                 } else {
                     let cypher_name =
                         super::super::expression::to_cypher_column_name(&p.expression);
diff --git a/crates/lance-graph/src/datafusion_planner/builder/basic_ops.rs b/crates/lance-graph/src/datafusion_planner/builder/basic_ops.rs
index 8f1c893..886be8e 100644
--- a/crates/lance-graph/src/datafusion_planner/builder/basic_ops.rs
+++ b/crates/lance-graph/src/datafusion_planner/builder/basic_ops.rs
@@ -10,6 +10,75 @@ use crate::logical_plan::*;
 use datafusion::logical_expr::{LogicalPlan, LogicalPlanBuilder, SortExpr};
 
 impl DataFusionPlanner {
+    /// UNION ALL of alternation branches. Each branch is planned with its own variable
+    /// labels (the analysis keeps only one per variable), then all branches are projected
+    /// to the same columns by name: a column some branch lacks (a property only one label
+    /// has) is a typed null there, and differing types are cast to the first branch's.
+    pub(crate) fn build_union(
+        &self,
+        ctx: &mut PlanningContext,
+        inputs: &[LogicalOperator],
+    ) -> Result<LogicalPlan> {
+        use datafusion::common::{Column, ScalarValue};
+        use datafusion::logical_expr::{cast, lit, Expr};
+
+        let mut plans = Vec::with_capacity(inputs.len());
+        for input in inputs {
+            let mut analysis = ctx.analysis.clone();
+            Self::collect_labels(input, &mut analysis.var_to_label);
+            let mut branch = PlanningContext::new(&analysis);
+            branch.relationship_instance_idx = ctx.relationship_instance_idx.clone();
+            plans.push(self.build_operator(&mut branch, input)?);
+            // Branches consume distinct relationship instances, in analysis order.
+            ctx.relationship_instance_idx = branch.relationship_instance_idx;
+        }
+        let mut columns: Vec<(String, arrow_schema::DataType)> = Vec::new();
+        for plan in &plans {
+            for field in plan.schema().fields() {
+                if !columns.iter().any(|(name, _)| name == field.name()) {
+                    columns.push((field.name().clone(), field.data_type().clone()));
+                }
+            }
+        }
+        let mut union: Option<LogicalPlanBuilder> = None;
+        for plan in plans {
+            let schema = plan.schema().clone();
+            let mut exprs = Vec::with_capacity(columns.len());
+            for (name, data_type) in &columns {
+                let expr = match schema.iter().find(|(_, f)| f.name() == name) {
+                    Some((qualifier, field)) => {
+                        let column = Expr::Column(Column::new(qualifier.cloned(), field.name()));
+                        if field.data_type() == data_type {
+                            column
+                        } else {
+                            cast(column, data_type.clone())
+                        }
+                    }
+                    None => lit(ScalarValue::try_from(data_type)
+                        .map_err(|e| self.plan_error("Failed to build a null column", e))?),
+                };
+                exprs.push(expr.alias(name));
+            }
+            let branch = LogicalPlanBuilder::from(plan)
+                .project(exprs)
+                .and_then(|b| b.build())
+                .map_err(|e| self.plan_error("Failed to align UNION branch", e))?;
+            union = Some(match union {
+                None => LogicalPlanBuilder::from(branch),
+                Some(b) => b
+                    .union(branch)
+                    .map_err(|e| self.plan_error("Failed to UNION branches", e))?,
+            });
+        }
+        union
+            .ok_or_else(|| crate::error::GraphError::PlanError {
+                message: "empty UNION".to_string(),
+                location: snafu::Location::new(file!(), line!(), column!()),
+            })?
+            .build()
+            .map_err(|e| self.plan_error("Failed to build UNION", e))
+    }
+
     pub(crate) fn build_filter(
         &self,
         ctx: &mut PlanningContext,
@@ -45,27 +114,65 @@ impl DataFusionPlanner {
         }
     }
 
+    /// The columns of a node or relationship variable (`b` -> `b__id`, `b__name`, ...),
+    /// renamed for `alias`, or `None` when `expr` is not a bare variable of that kind.
+    /// Lets `WITH b` carry a whole node to later clauses; RETURN never reaches here
+    /// with a node, as the logical planner expands those to their configured properties.
+    pub(crate) fn entity_columns(
+        schema: &datafusion::common::DFSchema,
+        expr: &crate::ast::ValueExpression,
+        alias: Option<&str>,
+    ) -> Option<Vec<datafusion::logical_expr::Expr>> {
+        let crate::ast::ValueExpression::Variable(var) = expr else {
+            return None;
+        };
+        let var = var.to_lowercase();
+        if schema.has_column_with_unqualified_name(&var) {
+            return None; // a scalar (an alias from an earlier WITH, an UNWIND value)
+        }
+        let prefix = format!("{var}__");
+        let columns: Vec<_> = schema
+            .iter()
+            .filter(|(_, f)| f.name().starts_with(&prefix))
+            .map(|(qualifier, f)| {
+                let name = match alias {
+                    Some(a) => format!("{}__{}", a.to_lowercase(), &f.name()[prefix.len()..]),
+                    None => f.name().clone(),
+                };
+                datafusion::logical_expr::Expr::Column(datafusion::common::Column::new(
+                    qualifier.cloned(),
+                    f.name(),
+                ))
+                .alias(name)
+            })
+            .collect();
+        (!columns.is_empty()).then_some(columns)
+    }
+
     pub(crate) fn build_simple_project(
         &self,
         input_plan: LogicalPlan,
         projections: &[ProjectionItem],
     ) -> Result<LogicalPlan> {
-        let exprs: Vec<datafusion::logical_expr::Expr> = projections
-            .iter()
-            .map(|p| {
-                let expr = super::super::expression::to_df_value_expr(&p.expression);
-                // Apply alias if provided, otherwise use Cypher dot notation
-                // Normalize alias to lowercase for case-insensitive behavior
-                if let Some(alias) = &p.alias {
-                    expr.alias(alias.to_lowercase())
-                } else {
-                    // Convert to Cypher dot notation (e.g., p__name -> p.name)
-                    let cypher_name =
-                        super::super::expression::to_cypher_column_name(&p.expression);
-                    expr.alias(cypher_name)
-                }
-            })
-            .collect();
+        let schema = input_plan.schema().clone();
+        let mut exprs: Vec<datafusion::logical_expr::Expr> = Vec::new();
+        for p in projections {
+            if let Some(columns) = Self::entity_columns(&schema, &p.expression, p.alias.as_deref())
+            {
+                exprs.extend(columns);
+                continue;
+            }
+            let expr = super::super::expression::to_df_value_expr(&p.expression);
+            // Apply alias if provided, otherwise use Cypher dot notation
+            // Normalize alias to lowercase for case-insensitive behavior
+            exprs.push(if let Some(alias) = &p.alias {
+                expr.alias(alias.to_lowercase())
+            } else {
+                // Convert to Cypher dot notation (e.g., p__name -> p.name)
+                let cypher_name = super::super::expression::to_cypher_column_name(&p.expression);
+                expr.alias(cypher_name)
+            });
+        }
         LogicalPlanBuilder::from(input_plan)
             .project(exprs)
             .map_err(|e| self.plan_error("Failed to build projection", e))?
diff --git a/crates/lance-graph/src/datafusion_planner/builder/expand_ops.rs b/crates/lance-graph/src/datafusion_planner/builder/expand_ops.rs
index 85231ce..ee37d37 100644
--- a/crates/lance-graph/src/datafusion_planner/builder/expand_ops.rs
+++ b/crates/lance-graph/src/datafusion_planner/builder/expand_ops.rs
@@ -4,6 +4,7 @@
 //! Graph traversal operations: Expand and Variable-Length Expand
 
 use crate::ast::RelationshipDirection;
+use crate::case_insensitive::qualify_column;
 use crate::datafusion_planner::analysis::PlanningContext;
 use crate::datafusion_planner::join_ops::{SourceJoinParams, TargetJoinParams};
 use crate::datafusion_planner::DataFusionPlanner;
@@ -11,6 +12,7 @@ use crate::error::Result;
 use crate::logical_plan::*;
 use datafusion::logical_expr::{col, LogicalPlan, LogicalPlanBuilder};
 use std::collections::HashMap;
+use std::sync::Arc;
 
 impl DataFusionPlanner {
     /// Build a relationship expansion (graph traversal) as a series of joins
@@ -24,11 +26,42 @@ impl DataFusionPlanner {
         target_label: &str,
         relationship_types: &[String],
         direction: &RelationshipDirection,
+        relationship_variable: Option<&str>,
         relationship_properties: &HashMap<String, crate::ast::PropertyValue>,
         target_properties: &HashMap<String, crate::ast::PropertyValue>,
     ) -> Result<LogicalPlan> {
         let left_plan = self.build_operator(ctx, input)?;
+        self.expand_plan(
+            ctx,
+            left_plan,
+            source_variable,
+            target_variable,
+            target_label,
+            relationship_types,
+            direction,
+            relationship_variable,
+            relationship_properties,
+            target_properties,
+        )
+    }
 
+    /// One relationship hop on top of `left_plan`: a CSR expansion when one applies,
+    /// otherwise relationship scan + joins. Shared by single hops and by every hop of
+    /// a variable-length path.
+    #[allow(clippy::too_many_arguments)]
+    fn expand_plan(
+        &self,
+        ctx: &mut PlanningContext,
+        left_plan: LogicalPlan,
+        source_variable: &str,
+        target_variable: &str,
+        target_label: &str,
+        relationship_types: &[String],
+        direction: &RelationshipDirection,
+        relationship_variable: Option<&str>,
+        relationship_properties: &HashMap<String, crate::ast::PropertyValue>,
+        target_properties: &HashMap<String, crate::ast::PropertyValue>,
+    ) -> Result<LogicalPlan> {
         // Get the unique relationship instance for this expand operation
         let Some(cat) = &self.catalog else {
             // Fallback: pass-through if catalog not available
@@ -45,11 +78,8 @@ impl DataFusionPlanner {
             return Ok(left_plan);
         };
 
-        let Some(src_label) = ctx.analysis.var_to_label.get(source_variable) else {
-            return Ok(left_plan);
-        };
-
-        let Some(node_map) = self.config.get_node_mapping(src_label) else {
+        // Resolves the `_temp_` variables of variable-length paths too.
+        let Ok((_, node_map)) = self.get_target_node_mapping(ctx, source_variable) else {
             return Ok(left_plan);
         };
 
@@ -57,19 +87,11 @@ impl DataFusionPlanner {
             return Ok(left_plan);
         };
 
-        // Build relationship scan with qualified columns and property filters
-        let rel_scan =
-            self.build_relationship_scan(&rel_instance, rel_source, relationship_properties)?;
-
-        // Join source node with relationship
-        let source_params = SourceJoinParams {
-            source_variable,
-            rel_qualifier: &rel_instance.alias,
-            node_id_field: &node_map.id_field,
-            rel_map,
-            direction,
-        };
-        let builder = self.join_source_to_relationship(left_plan, rel_scan, &source_params)?;
+        // A bound relationship variable or relationship property filter needs the
+        // relationship's other columns, which the CSR does not carry.
+        let csr_eligible = relationship_variable.is_none()
+            && relationship_properties.is_empty()
+            && relationship_types.len() == 1;
 
         // Join relationship with target node using the explicit target_label (case-insensitive)
         let target_node_map = self.config.get_node_mapping(target_label).ok_or_else(|| {
@@ -79,15 +101,309 @@ impl DataFusionPlanner {
             }
         })?;
 
+        // Inline target property filters are applied by the target scan, so they keep the join.
+        let target_lookup = if csr_eligible && target_properties.is_empty() {
+            self.csr_target_lookup(
+                cat,
+                &left_plan,
+                target_variable,
+                target_label,
+                target_node_map,
+            )
+        } else {
+            None
+        };
+        let fused_target = target_lookup.is_some();
+        // A target bound earlier in the pattern makes this a closing edge (a cycle):
+        // the CSR keeps only neighbours equal to that id instead of expanding them all.
+        let bound_target = qualify_column(target_variable, &target_node_map.id_field);
+        let closing = csr_eligible
+            && target_properties.is_empty()
+            && left_plan
+                .schema()
+                .field_with_unqualified_name(&bound_target)
+                .is_ok_and(|f| crate::csr_expand::is_supported_id_type(f.data_type()));
+        let csr_plan = if csr_eligible {
+            self.try_build_csr_expand(
+                &left_plan,
+                &rel_instance.alias,
+                rel_type,
+                rel_map,
+                &qualify_column(source_variable, &node_map.id_field),
+                &rel_source.schema(),
+                direction,
+                target_lookup,
+            )?
+        } else {
+            None
+        };
+
+        let builder = match csr_plan {
+            // The CSR node already fetched the target rows: no target join.
+            Some(plan) if fused_target => return Ok(plan),
+            Some(plan) if closing => return Self::with_closing_column(plan, bound_target),
+            Some(plan) => LogicalPlanBuilder::from(plan),
+            None => {
+                // Build relationship scan with qualified columns and property filters
+                let rel_scan = self.build_relationship_scan(
+                    &rel_instance,
+                    rel_source,
+                    relationship_properties,
+                    rel_map,
+                    direction,
+                )?;
+
+                // Join source node with relationship
+                let source_params = SourceJoinParams {
+                    source_variable,
+                    rel_qualifier: &rel_instance.alias,
+                    node_id_field: &node_map.id_field,
+                    rel_map,
+                    direction,
+                };
+                self.join_source_to_relationship(left_plan, rel_scan, &source_params)?
+            }
+        };
+
         let target_params = TargetJoinParams {
             target_variable,
+            target_label,
             rel_qualifier: &rel_instance.alias,
             node_map: target_node_map,
             rel_map,
             direction,
             target_properties,
         };
-        self.join_relationship_to_target(builder, cat, ctx, &target_params)
+        self.join_relationship_to_target(builder, cat, &target_params)
+    }
+
+    /// Replace "relationship scan + source join" with a CSR lookup, if an adjacency
+    /// exists for this relationship and direction and every id column is an integer.
+    ///
+    /// The node outputs the two endpoint columns under the names the relationship
+    /// scan would use, so the target join that follows is unchanged.
+    #[allow(clippy::too_many_arguments)]
+    fn try_build_csr_expand(
+        &self,
+        left_plan: &LogicalPlan,
+        rel_alias: &str,
+        rel_type: &str,
+        rel_map: &crate::config::RelationshipMapping,
+        key_column: &str,
+        rel_schema: &arrow_schema::SchemaRef,
+        direction: &RelationshipDirection,
+        target: Option<crate::csr_expand::TargetLookup>,
+    ) -> Result<Option<LogicalPlan>> {
+        use crate::csr_expand::{is_supported_id_type, CsrExpandNode, Neighbors};
+        use datafusion::logical_expr::Extension;
+
+        let Some(catalog) = self.adjacency.as_ref() else {
+            return Ok(None);
+        };
+        let adjacency = match direction {
+            RelationshipDirection::Outgoing => catalog
+                .get(rel_type, true)
+                .cloned()
+                .map(Neighbors::directed),
+            RelationshipDirection::Incoming => catalog
+                .get(rel_type, false)
+                .cloned()
+                .map(Neighbors::directed),
+            // Outgoing endpoint names, as the reversed-edge scan of the join path uses.
+            RelationshipDirection::Undirected => catalog
+                .get(rel_type, true)
+                .zip(catalog.get(rel_type, false))
+                .map(|(out, inc)| Neighbors::undirected(out.clone(), inc.clone())),
+        };
+        let Some(adjacency) = adjacency else {
+            return Ok(None);
+        };
+        let rel_field = |name: &str| {
+            rel_schema
+                .fields()
+                .iter()
+                .find(|f| f.name().eq_ignore_ascii_case(name))
+                .cloned()
+        };
+        let key_field = rel_field(Self::get_source_join_key(direction, rel_map));
+        let neighbor_field = rel_field(Self::get_target_join_key(direction, rel_map));
+        let source_key = left_plan
+            .schema()
+            .field_with_unqualified_name(key_column)
+            .ok();
+        let (Some(key_field), Some(neighbor_field), Some(source_key)) =
+            (key_field, neighbor_field, source_key)
+        else {
+            return Ok(None);
+        };
+        if ![
+            key_field.data_type(),
+            neighbor_field.data_type(),
+            source_key.data_type(),
+        ]
+        .iter()
+        .all(|t| is_supported_id_type(t))
+        {
+            return Ok(None);
+        }
+
+        let output = |f: &arrow_schema::Field| {
+            arrow_schema::Field::new(
+                qualify_column(rel_alias, f.name()),
+                f.data_type().clone(),
+                true,
+            )
+        };
+        let node = CsrExpandNode::try_new(
+            left_plan.clone(),
+            key_column.to_string(),
+            output(&key_field),
+            output(&neighbor_field),
+            adjacency,
+            target,
+        )?;
+        Ok(Some(LogicalPlan::Extension(Extension {
+            node: Arc::new(node),
+        })))
+    }
+
+    /// Mark a freshly built CSR expansion as a closing edge on `bound_target`.
+    fn with_closing_column(plan: LogicalPlan, bound_target: String) -> Result<LogicalPlan> {
+        use crate::csr_expand::CsrExpandNode;
+        use datafusion::logical_expr::Extension;
+
+        let LogicalPlan::Extension(ext) = &plan else {
+            return Ok(plan);
+        };
+        let Some(node) = ext.node.as_any().downcast_ref::<CsrExpandNode>() else {
+            return Ok(plan);
+        };
+        let node = node.clone().with_closing_column(bound_target);
+        Ok(LogicalPlan::Extension(Extension {
+            node: Arc::new(node),
+        }))
+    }
+
+    /// A fused target lookup for `target_variable`, if a node index exists for its
+    /// label and the variable is not already bound (reuse needs the join's filter).
+    fn csr_target_lookup(
+        &self,
+        cat: &Arc<dyn crate::GraphSourceCatalog>,
+        left_plan: &LogicalPlan,
+        target_variable: &str,
+        label: &str,
+        target_node_map: &crate::config::NodeMapping,
+    ) -> Option<crate::csr_expand::TargetLookup> {
+        let rows = self.adjacency.as_ref()?.nodes(label)?.clone();
+        let bound = qualify_column(target_variable, &target_node_map.id_field);
+        if left_plan
+            .schema()
+            .field_with_unqualified_name(&bound)
+            .is_ok()
+        {
+            return None;
+        }
+        let fields = cat
+            .node_source(label)?
+            .schema()
+            .fields()
+            .iter()
+            .map(|f| {
+                arrow_schema::Field::new(
+                    qualify_column(target_variable, f.name()),
+                    f.data_type().clone(),
+                    f.is_nullable(),
+                )
+            })
+            .collect();
+        Some(crate::csr_expand::TargetLookup::new(
+            target_variable.to_string(),
+            rows,
+            fields,
+        ))
+    }
+
+    /// A [`crate::shortest_path::ShortestPathNode`] over `input`: the CSR when the engine has
+    /// one for this type and direction, else a scan of the relationship's endpoint columns.
+    #[allow(clippy::too_many_arguments)]
+    pub(crate) fn build_shortest_path(
+        &self,
+        ctx: &mut PlanningContext,
+        input: &LogicalOperator,
+        [source_variable, target_variable]: [&str; 2],
+        rel_type: &str,
+        direction: &RelationshipDirection,
+        (min_hops, max_hops): (u32, u32),
+        all: bool,
+        path_variable: &str,
+    ) -> Result<LogicalPlan> {
+        use crate::csr_expand::Neighbors;
+        use crate::shortest_path::{SearchDirection, ShortestPathNode, ShortestPathSpec};
+        use datafusion::logical_expr::Extension;
+
+        let input_plan = self.build_operator(ctx, input)?;
+        let rel_map = self.get_relationship_mapping(rel_type)?;
+        let (_, source_map) = self.get_target_node_mapping(ctx, source_variable)?;
+        let (_, target_map) = self.get_target_node_mapping(ctx, target_variable)?;
+        let search = match direction {
+            RelationshipDirection::Outgoing => SearchDirection::Outgoing,
+            RelationshipDirection::Incoming => SearchDirection::Incoming,
+            RelationshipDirection::Undirected => SearchDirection::Undirected,
+        };
+        let adjacency = self.adjacency.as_ref().and_then(|cat| match search {
+            SearchDirection::Outgoing => cat.get(rel_type, true).cloned().map(Neighbors::directed),
+            SearchDirection::Incoming => cat.get(rel_type, false).cloned().map(Neighbors::directed),
+            SearchDirection::Undirected => cat
+                .get(rel_type, true)
+                .zip(cat.get(rel_type, false))
+                .map(|(out, inc)| Neighbors::undirected(out.clone(), inc.clone())),
+        });
+        let source = self
+            .get_catalog()?
+            .relationship_source(&rel_map.relationship_type)
+            .ok_or_else(|| crate::error::GraphError::ConfigError {
+                message: format!("No table source found for relationship: {rel_type}"),
+                location: snafu::Location::new(file!(), line!(), column!()),
+            })?;
+        let schema = source.schema();
+        let field = |name: &str| {
+            schema
+                .fields()
+                .iter()
+                .position(|f| f.name().eq_ignore_ascii_case(name))
+                .ok_or_else(|| crate::error::GraphError::ConfigError {
+                    message: format!("Relationship column '{name}' not found"),
+                    location: snafu::Location::new(file!(), line!(), column!()),
+                })
+        };
+        let (src, dst) = (
+            field(&rel_map.source_id_field)?,
+            field(&rel_map.target_id_field)?,
+        );
+        let edges = match adjacency {
+            Some(_) => None,
+            None => Some(
+                LogicalPlanBuilder::scan(rel_type.to_lowercase(), source, Some(vec![src, dst]))
+                    .and_then(|b| b.build())
+                    .map_err(|e| self.plan_error("Failed to scan edges for shortestPath", e))?,
+            ),
+        };
+        let spec = ShortestPathSpec {
+            source_column: qualify_column(source_variable, &source_map.id_field),
+            target_column: qualify_column(target_variable, &target_map.id_field),
+            direction: search,
+            min_hops,
+            max_hops,
+            all,
+            length_column: qualify_column(path_variable, "length"),
+            nodes_column: qualify_column(path_variable, "nodes"),
+            edge_source: schema.field(src).name().clone(),
+            edge_target: schema.field(dst).name().clone(),
+        };
+        let node = ShortestPathNode::try_new(input_plan, edges, adjacency, spec)?;
+        Ok(LogicalPlan::Extension(Extension {
+            node: Arc::new(node),
+        }))
     }
 
     /// Build variable-length path expansion using unrolling + UNION strategy
@@ -222,6 +538,7 @@ impl DataFusionPlanner {
     ) -> Result<LogicalPlan> {
         let mut current_plan = input_plan;
         let mut current_source = source_variable.to_string();
+        let mut path_nodes = vec![current_source.clone()];
 
         for hop_index in 0..hop_count {
             let is_last_hop = hop_index == hop_count - 1;
@@ -252,13 +569,36 @@ impl DataFusionPlanner {
             )?;
 
             // Move to next hop
+            path_nodes.push(current_target.clone());
             current_source = current_target;
         }
 
-        Ok(current_plan)
+        if *direction != RelationshipDirection::Undirected {
+            return Ok(current_plan);
+        }
+        // Cypher never reuses a relationship within a path, but an undirected hop can walk
+        // straight back over the edge it just took (u-v-u). Rule that out by requiring each
+        // node to differ from the one two hops earlier.
+        // shortcut: exact only while no two distinct edges join the same pair of nodes (and
+        // for paths of at most 3 hops); upgrade by carrying edge row ids through the hops.
+        let mut builder = LogicalPlanBuilder::from(current_plan);
+        for pair in path_nodes.windows(3) {
+            let id = |var: &str| -> Result<_> {
+                let (_, node_map) = self.get_target_node_mapping(ctx, var)?;
+                Ok(col(qualify_column(var, &node_map.id_field)))
+            };
+            builder = builder
+                .filter(id(&pair[0])?.not_eq(id(&pair[2])?))
+                .map_err(|e| self.plan_error("Failed to filter backtracking hops", e))?;
+        }
+        builder
+            .build()
+            .map_err(|e| self.plan_error("Failed to build undirected path", e))
     }
 
-    /// Build a single-hop expansion on top of an existing plan
+    /// Build a single-hop expansion on top of an existing plan (one hop of a
+    /// variable-length path). Uses the same planning as a single hop, so a hop gets
+    /// the CSR expansion whenever a plain `(a)-[:R]->(b)` would.
     #[allow(clippy::too_many_arguments)]
     pub(crate) fn build_expand_on_plan(
         &self,
@@ -270,54 +610,29 @@ impl DataFusionPlanner {
         direction: &RelationshipDirection,
         target_properties: &HashMap<String, crate::ast::PropertyValue>,
     ) -> Result<LogicalPlan> {
-        let rel_type =
-            relationship_types
-                .first()
-                .ok_or_else(|| crate::error::GraphError::InvalidPattern {
-                    message: "Expand requires at least one relationship type".to_string(),
-                    location: snafu::Location::new(file!(), line!(), column!()),
-                })?;
-
-        let rel_instance = ctx.next_relationship_instance(rel_type)?;
-        let rel_map = self.get_relationship_mapping(rel_type)?;
-        let (target_label, node_map) = self.get_target_node_mapping(ctx, target_variable)?;
-        let catalog = self.get_catalog()?;
-
-        // Build relationship scan and join
-        let rel_scan = self.build_qualified_relationship_scan(catalog, &rel_instance)?;
-        let mut builder = self.join_relationship_to_input(
+        if relationship_types.is_empty() {
+            return Err(crate::error::GraphError::InvalidPattern {
+                message: "Expand requires at least one relationship type".to_string(),
+                location: snafu::Location::new(file!(), line!(), column!()),
+            });
+        }
+        // Fail on a missing mapping or catalog here: `expand_plan` passes the input
+        // through in those cases, which would silently drop the hop.
+        self.get_relationship_mapping(&relationship_types[0])?;
+        self.get_catalog()?;
+        let (target_label, _) = self.get_target_node_mapping(ctx, target_variable)?;
+        self.expand_plan(
+            ctx,
             input_plan,
-            rel_scan,
             source_variable,
-            &rel_instance,
-            rel_map,
-            node_map,
-            direction,
-        )?;
-
-        // Build target node scan and join
-        let target_scan = self.build_qualified_target_scan(
-            catalog,
-            &target_label,
             target_variable,
-            target_properties,
-        )?;
-        builder = self.join_target_to_builder(
-            builder,
-            target_scan,
-            target_variable,
-            &rel_instance,
-            rel_map,
-            node_map,
+            &target_label,
+            relationship_types,
             direction,
-        )?;
-
-        builder
-            .build()
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to build expansion plan: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })
+            None,
+            &HashMap::new(),
+            target_properties,
+        )
     }
 }
 
diff --git a/crates/lance-graph/src/datafusion_planner/builder/helpers.rs b/crates/lance-graph/src/datafusion_planner/builder/helpers.rs
index 9d7db39..bf34c26 100644
--- a/crates/lance-graph/src/datafusion_planner/builder/helpers.rs
+++ b/crates/lance-graph/src/datafusion_planner/builder/helpers.rs
@@ -91,6 +91,78 @@ impl DataFusionPlanner {
                 }
                 vars.push(alias.clone());
             }
+            // The optional side is planned on top of the input's variables.
+            LogicalOperator::OptionalMatch { optional, .. } => {
+                Self::collect_variables(optional, vars);
+            }
+            LogicalOperator::ShortestPath {
+                input,
+                path_variable,
+                ..
+            } => {
+                Self::collect_variables(input, vars);
+                vars.push(path_variable.clone());
+            }
+            // Every branch binds the same variables.
+            LogicalOperator::Union { inputs } => {
+                if let Some(first) = inputs.first() {
+                    Self::collect_variables(first, vars);
+                }
+            }
+        }
+    }
+
+    /// Labels that one branch of a [`LogicalOperator::Union`] binds to its variables.
+    pub(crate) fn collect_labels(
+        op: &LogicalOperator,
+        labels: &mut std::collections::HashMap<String, String>,
+    ) {
+        match op {
+            LogicalOperator::ScanByLabel {
+                variable, label, ..
+            } => {
+                labels.insert(variable.clone(), label.clone());
+            }
+            LogicalOperator::Expand {
+                input,
+                target_variable,
+                target_label,
+                ..
+            } => {
+                Self::collect_labels(input, labels);
+                labels.insert(target_variable.clone(), target_label.clone());
+            }
+            LogicalOperator::VariableLengthExpand {
+                input,
+                source_variable,
+                target_variable,
+                ..
+            } => {
+                Self::collect_labels(input, labels);
+                if let Some(label) = labels.get(source_variable).cloned() {
+                    labels.insert(target_variable.clone(), label);
+                }
+            }
+            LogicalOperator::Filter { input, .. }
+            | LogicalOperator::Project { input, .. }
+            | LogicalOperator::Sort { input, .. }
+            | LogicalOperator::Limit { input, .. }
+            | LogicalOperator::Offset { input, .. }
+            | LogicalOperator::Distinct { input } => Self::collect_labels(input, labels),
+            LogicalOperator::Join { left, right, .. } => {
+                Self::collect_labels(left, labels);
+                Self::collect_labels(right, labels);
+            }
+            LogicalOperator::Unwind { input, .. } => {
+                if let Some(op) = input {
+                    Self::collect_labels(op, labels);
+                }
+            }
+            LogicalOperator::OptionalMatch { optional, .. } => {
+                Self::collect_labels(optional, labels)
+            }
+            LogicalOperator::ShortestPath { input, .. } => Self::collect_labels(input, labels),
+            LogicalOperator::Union { .. } => {}
         }
     }
 }
diff --git a/crates/lance-graph/src/datafusion_planner/builder/join_builder.rs b/crates/lance-graph/src/datafusion_planner/builder/join_builder.rs
index 019d771..107ef87 100644
--- a/crates/lance-graph/src/datafusion_planner/builder/join_builder.rs
+++ b/crates/lance-graph/src/datafusion_planner/builder/join_builder.rs
@@ -11,6 +11,66 @@ use crate::logical_plan::*;
 use datafusion::logical_expr::{LogicalPlan, LogicalPlanBuilder};
 
 impl DataFusionPlanner {
+    /// LEFT JOIN for OPTIONAL MATCH on the shared variables' id columns. The optional side
+    /// repeats the input's columns for the shared variables (and any others it carries);
+    /// those are renamed for the join and dropped after it, so each name appears once.
+    pub(crate) fn build_optional_match(
+        &self,
+        ctx: &mut PlanningContext,
+        input: &LogicalOperator,
+        optional: &LogicalOperator,
+        keys: &[String],
+    ) -> Result<LogicalPlan> {
+        use datafusion::common::Column;
+        use datafusion::logical_expr::Expr;
+
+        let left = self.build_operator(ctx, input)?;
+        let right = self.build_operator(ctx, optional)?;
+        let renamed = |name: &str| format!("__optional__{name}");
+        let left_names: std::collections::HashSet<String> = left
+            .schema()
+            .fields()
+            .iter()
+            .map(|f| f.name().clone())
+            .collect();
+        let right_exprs: Vec<Expr> = right
+            .schema()
+            .iter()
+            .map(|(qualifier, f)| {
+                let column = Expr::Column(Column::new(qualifier.cloned(), f.name()));
+                if left_names.contains(f.name()) {
+                    column.alias(renamed(f.name()))
+                } else {
+                    column.alias(f.name())
+                }
+            })
+            .collect();
+        let right_keys: Vec<String> = keys.iter().map(|k| renamed(k)).collect();
+        let joined = LogicalPlanBuilder::from(right)
+            .project(right_exprs)
+            .and_then(|right| right.build())
+            .and_then(|right| {
+                LogicalPlanBuilder::from(left).join(
+                    right,
+                    datafusion::logical_expr::JoinType::Left,
+                    (keys.to_vec(), right_keys),
+                    None,
+                )
+            })
+            .and_then(|b| b.build())
+            .map_err(|e| self.plan_error("Failed to build OPTIONAL MATCH join", e))?;
+        let keep: Vec<Expr> = joined
+            .schema()
+            .iter()
+            .filter(|(_, f)| !f.name().starts_with("__optional__"))
+            .map(|(qualifier, f)| Expr::Column(Column::new(qualifier.cloned(), f.name())))
+            .collect();
+        LogicalPlanBuilder::from(joined)
+            .project(keep)
+            .and_then(|b| b.build())
+            .map_err(|e| self.plan_error("Failed to project OPTIONAL MATCH", e))
+    }
+
     /// Build a join between two logical operators
     ///
     /// The join type and keys are determined by:
diff --git a/crates/lance-graph/src/datafusion_planner/builder/mod.rs b/crates/lance-graph/src/datafusion_planner/builder/mod.rs
index aaf2387..ddc93af 100644
--- a/crates/lance-graph/src/datafusion_planner/builder/mod.rs
+++ b/crates/lance-graph/src/datafusion_planner/builder/mod.rs
@@ -56,9 +56,9 @@ impl DataFusionPlanner {
                 target_label,
                 relationship_types,
                 direction,
+                relationship_variable,
                 properties,
                 target_properties,
-                ..
             } => self.build_expand(
                 ctx,
                 input,
@@ -67,6 +67,7 @@ impl DataFusionPlanner {
                 target_label,
                 relationship_types,
                 direction,
+                relationship_variable.as_deref(),
                 properties,
                 target_properties,
             ),
@@ -101,6 +102,32 @@ impl DataFusionPlanner {
                 expression,
                 alias,
             } => self.build_unwind(ctx, input, expression, alias),
+            LogicalOperator::Union { inputs } => self.build_union(ctx, inputs),
+            LogicalOperator::OptionalMatch {
+                input,
+                optional,
+                keys,
+            } => self.build_optional_match(ctx, input, optional, keys),
+            LogicalOperator::ShortestPath {
+                input,
+                source_variable,
+                target_variable,
+                relationship_type,
+                direction,
+                min_hops,
+                max_hops,
+                all,
+                path_variable,
+            } => self.build_shortest_path(
+                ctx,
+                input,
+                [source_variable.as_str(), target_variable.as_str()],
+                relationship_type,
+                direction,
+                (*min_hops, *max_hops),
+                *all,
+                path_variable,
+            ),
         }
     }
 }
diff --git a/crates/lance-graph/src/datafusion_planner/expression.rs b/crates/lance-graph/src/datafusion_planner/expression.rs
index 8688ba5..ace45c4 100644
--- a/crates/lance-graph/src/datafusion_planner/expression.rs
+++ b/crates/lance-graph/src/datafusion_planner/expression.rs
@@ -34,6 +34,9 @@ fn create_like_expr(expression: &ValueExpression, pattern: &str, case_insensitiv
 pub(crate) fn to_df_boolean_expr(expr: &BooleanExpression) -> Expr {
     use crate::ast::{BooleanExpression as BE, ComparisonOperator as CO};
     match expr {
+        BE::PatternExists { .. } => {
+            unreachable!("the logical planner rewrites EXISTS into a mark column")
+        }
         BE::Comparison {
             left,
             operator,
@@ -152,6 +155,56 @@ pub(crate) fn to_df_value_expr(expr: &ValueExpression) -> Expr {
                         Expr::Literal(datafusion::scalar::ScalarValue::Null, None)
                     }
                 }
+                "coalesce" => datafusion::functions::core::expr_fn::coalesce(
+                    args.iter().map(to_df_value_expr).collect(),
+                ),
+                "__list" => datafusion::functions_nested::expr_fn::make_array(
+                    args.iter().map(to_df_value_expr).collect(),
+                ),
+                "tostring" => Expr::Cast(datafusion::logical_expr::Cast::new(
+                    Box::new(to_df_value_expr(&args[0])),
+                    arrow_schema::DataType::Utf8,
+                )),
+                // A path's length and node ids are columns of its variable (see shortest_path).
+                "length" | "nodes" => match &args[0] {
+                    VE::Variable(path) => col(qualify_column(path, &name.to_lowercase())),
+                    _ => Expr::Literal(datafusion::scalar::ScalarValue::Null, None),
+                },
+                "size" => Expr::Cast(datafusion::logical_expr::Cast::new(
+                    Box::new(datafusion::functions_nested::expr_fn::cardinality(
+                        to_df_value_expr(&args[0]),
+                    )),
+                    arrow_schema::DataType::Int64,
+                )),
+                // Cypher's range includes its upper bound, like DataFusion's gen_series.
+                "range" => datafusion::functions_nested::expr_fn::gen_series(
+                    to_df_value_expr(&args[0]),
+                    to_df_value_expr(&args[1]),
+                    lit(1_i64),
+                ),
+                // list[i] (0-based in Cypher, 1-based in DataFusion's array_element).
+                "__index" => datafusion::functions_nested::expr_fn::array_element(
+                    to_df_value_expr(&args[0]),
+                    to_df_value_expr(&args[1]) + lit(1_i64),
+                ),
+                // date_part('month', d): the part name is a string literal, as in Kuzu and SQL.
+                "date_part" => datafusion::functions::datetime::expr_fn::date_part(
+                    to_df_value_expr(&args[0]),
+                    to_df_value_expr(&args[1]),
+                ),
+                // Milliseconds since the Unix epoch, as Kuzu's to_epoch_ms: timestamps of any unit
+                // are first cast to millisecond precision, then to their raw Int64 value.
+                "to_epoch_ms" => {
+                    use arrow_schema::{DataType, TimeUnit};
+                    let ms = Expr::Cast(datafusion::logical_expr::Cast::new(
+                        Box::new(to_df_value_expr(&args[0])),
+                        DataType::Timestamp(TimeUnit::Millisecond, Some("UTC".into())),
+                    ));
+                    Expr::Cast(datafusion::logical_expr::Cast::new(
+                        Box::new(ms),
+                        DataType::Int64,
+                    ))
+                }
                 _ => {
                     // Unknown scalar function - return NULL
                     Expr::Literal(datafusion::scalar::ScalarValue::Null, None)
@@ -235,8 +288,12 @@ pub(crate) fn to_df_value_expr(expr: &ValueExpression) -> Expr {
                 }
                 "collect" => {
                     if args.len() == 1 {
+                        // Cypher's collect skips nulls; DataFusion's array_agg keeps them.
+                        use datafusion::logical_expr::ExprFunctionExt;
                         let arg_expr = to_df_value_expr(&args[0]);
-                        array_agg(arg_expr)
+                        let agg = array_agg(arg_expr.clone()).filter(arg_expr.is_not_null());
+                        let agg = if *distinct { agg.distinct() } else { agg };
+                        agg.build().expect("FILTER and DISTINCT apply to array_agg")
                     } else {
                         lit(0)
                     }
@@ -252,6 +309,20 @@ pub(crate) fn to_df_value_expr(expr: &ValueExpression) -> Expr {
                 }
             }
         }
+        VE::Case { whens, otherwise } => {
+            let mut whens = whens.iter();
+            let (cond, then) = whens.next().expect("the parser requires one WHEN");
+            let mut case =
+                datafusion::logical_expr::when(to_df_boolean_expr(cond), to_df_value_expr(then));
+            for (cond, then) in whens {
+                case = case.when(to_df_boolean_expr(cond), to_df_value_expr(then));
+            }
+            match otherwise {
+                Some(e) => case.otherwise(to_df_value_expr(e)),
+                None => case.end(),
+            }
+            .expect("a CASE with at least one WHEN builds")
+        }
         VE::Arithmetic {
             left,
             operator,
@@ -336,6 +407,10 @@ pub(crate) fn contains_aggregate(expr: &ValueExpression) -> bool {
         VE::AggregateFunction { .. } => true,
         VE::ScalarFunction { args, .. } => args.iter().any(contains_aggregate),
         VE::Arithmetic { left, right, .. } => contains_aggregate(left) || contains_aggregate(right),
+        VE::Case { whens, otherwise } => {
+            whens.iter().any(|(_, then)| contains_aggregate(then))
+                || otherwise.as_deref().is_some_and(contains_aggregate)
+        }
         VE::VectorDistance { left, right, .. } => {
             contains_aggregate(left) || contains_aggregate(right)
         }
diff --git a/crates/lance-graph/src/datafusion_planner/join_ops.rs b/crates/lance-graph/src/datafusion_planner/join_ops.rs
index d88a1da..e4e5110 100644
--- a/crates/lance-graph/src/datafusion_planner/join_ops.rs
+++ b/crates/lance-graph/src/datafusion_planner/join_ops.rs
@@ -8,7 +8,6 @@
 //! join-key construction, filter push-downs, and aliasing conventions so that
 //! higher-level planner code can remain focused on traversal semantics.
 
-use super::analysis::{PlanningContext, RelationshipInstance};
 use super::DataFusionPlanner;
 use crate::ast::{PropertyValue, RelationshipDirection};
 use crate::case_insensitive::qualify_column;
@@ -33,6 +32,8 @@ pub(crate) struct SourceJoinParams<'a> {
 /// Parameters for joining relationship to target node
 pub(crate) struct TargetJoinParams<'a> {
     pub target_variable: &'a str,
+    /// Resolved by the caller: path temporaries (`_temp_*`) have no entry in the analysis.
+    pub target_label: &'a str,
     pub rel_qualifier: &'a str,
     pub node_map: &'a NodeMapping,
     pub rel_map: &'a RelationshipMapping,
@@ -164,20 +165,9 @@ impl DataFusionPlanner {
         &self,
         mut builder: LogicalPlanBuilder,
         cat: &Arc<dyn GraphSourceCatalog>,
-        ctx: &PlanningContext,
         params: &TargetJoinParams,
     ) -> Result<LogicalPlan> {
-        // Get the target label from the analysis (which now has the correct label from Expand)
-        let Some(target_label) = ctx
-            .analysis
-            .var_to_label
-            .get(params.target_variable)
-            .cloned()
-        else {
-            return builder
-                .build()
-                .map_err(|e| self.plan_error("Failed to build plan (no target label)", e));
-        };
+        let target_label = params.target_label.to_string();
 
         let Some(target_source) = cat.node_source(&target_label) else {
             return builder
@@ -261,64 +251,6 @@ impl DataFusionPlanner {
             RelationshipDirection::Undirected => &rel_map.target_id_field,
         }
     }
-
-    /// Join input plan with relationship scan
-    #[allow(clippy::too_many_arguments)]
-    pub(crate) fn join_relationship_to_input(
-        &self,
-        input_plan: LogicalPlan,
-        rel_scan: LogicalPlan,
-        source_variable: &str,
-        rel_instance: &RelationshipInstance,
-        rel_map: &RelationshipMapping,
-        node_map: &NodeMapping,
-        direction: &RelationshipDirection,
-    ) -> Result<LogicalPlanBuilder> {
-        let source_key = Self::get_source_join_key(direction, rel_map);
-        let qualified_source_key = qualify_column(source_variable, &node_map.id_field);
-        let qualified_rel_source_key = qualify_column(&rel_instance.alias, source_key);
-
-        LogicalPlanBuilder::from(input_plan)
-            .join(
-                rel_scan,
-                JoinType::Inner,
-                (vec![qualified_source_key], vec![qualified_rel_source_key]),
-                None,
-            )
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to join with relationship: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })
-    }
-
-    /// Join builder with target node scan
-    #[allow(clippy::too_many_arguments)]
-    pub(crate) fn join_target_to_builder(
-        &self,
-        builder: LogicalPlanBuilder,
-        target_scan: LogicalPlan,
-        target_variable: &str,
-        rel_instance: &RelationshipInstance,
-        rel_map: &RelationshipMapping,
-        node_map: &NodeMapping,
-        direction: &RelationshipDirection,
-    ) -> Result<LogicalPlanBuilder> {
-        let target_key = Self::get_target_join_key(direction, rel_map);
-        let qualified_rel_target_key = qualify_column(&rel_instance.alias, target_key);
-        let qualified_target_key = qualify_column(target_variable, &node_map.id_field);
-
-        builder
-            .join(
-                target_scan,
-                JoinType::Inner,
-                (vec![qualified_rel_target_key], vec![qualified_target_key]),
-                None,
-            )
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to join with target node: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })
-    }
 }
 
 #[cfg(test)]
diff --git a/crates/lance-graph/src/datafusion_planner/mod.rs b/crates/lance-graph/src/datafusion_planner/mod.rs
index dfb4bb5..9cbb661 100644
--- a/crates/lance-graph/src/datafusion_planner/mod.rs
+++ b/crates/lance-graph/src/datafusion_planner/mod.rs
@@ -45,6 +45,7 @@ pub trait GraphPhysicalPlanner {
 pub struct DataFusionPlanner {
     pub(crate) config: GraphConfig,
     pub(crate) catalog: Option<Arc<dyn GraphSourceCatalog>>,
+    pub(crate) adjacency: Option<crate::csr_expand::AdjacencyCatalog>,
 }
 
 impl DataFusionPlanner {
@@ -52,6 +53,7 @@ impl DataFusionPlanner {
         Self {
             config,
             catalog: None,
+            adjacency: None,
         }
     }
 
@@ -59,6 +61,7 @@ impl DataFusionPlanner {
         Self {
             config,
             catalog: Some(catalog),
+            adjacency: None,
         }
     }
 
diff --git a/crates/lance-graph/src/datafusion_planner/scan_ops.rs b/crates/lance-graph/src/datafusion_planner/scan_ops.rs
index 200ae9a..4d877e5 100644
--- a/crates/lance-graph/src/datafusion_planner/scan_ops.rs
+++ b/crates/lance-graph/src/datafusion_planner/scan_ops.rs
@@ -6,11 +6,11 @@
 //! Helpers for constructing table scans with qualified columns
 
 use super::analysis::{PlanningContext, RelationshipInstance};
-use crate::ast::PropertyValue;
+use crate::ast::{PropertyValue, RelationshipDirection};
 use crate::case_insensitive::qualify_column;
+use crate::config::RelationshipMapping;
 use crate::error::Result;
 use datafusion::logical_expr::{col, BinaryExpr, Expr, LogicalPlan, LogicalPlanBuilder, Operator};
-use lance_graph_catalog::GraphSourceCatalog;
 use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 
@@ -125,6 +125,8 @@ impl DataFusionPlanner {
         rel_instance: &RelationshipInstance,
         rel_source: Arc<dyn datafusion::logical_expr::TableSource>,
         relationship_properties: &HashMap<String, PropertyValue>,
+        rel_map: &RelationshipMapping,
+        direction: &RelationshipDirection,
     ) -> Result<LogicalPlan> {
         let rel_schema = rel_source.schema();
         let normalized_rel_type = rel_instance.rel_type.to_lowercase();
@@ -154,6 +156,8 @@ impl DataFusionPlanner {
             })?;
         }
 
+        rel_builder = self.with_reversed_edges(rel_builder, &rel_schema, rel_map, direction)?;
+
         // Use unique alias from rel_instance to avoid column conflicts
         let rel_qualified_exprs: Vec<Expr> = rel_schema
             .fields()
@@ -171,6 +175,57 @@ impl DataFusionPlanner {
             .map_err(|e| self.plan_error("Failed to build relationship scan", e))
     }
 
+    /// For an undirected pattern, append a reversed copy of every edge (source and
+    /// target swapped) to the relationship scan. The joins then treat an undirected
+    /// pattern exactly like an outgoing one, and each edge matches from both ends,
+    /// as Cypher requires. Self-loops are left out of the copy so they match once.
+    /// Upstream joined undirected patterns on the outgoing keys only, which silently
+    /// dropped every match that needed an incoming edge.
+    fn with_reversed_edges(
+        &self,
+        builder: LogicalPlanBuilder,
+        rel_schema: &arrow_schema::SchemaRef,
+        rel_map: &RelationshipMapping,
+        direction: &RelationshipDirection,
+    ) -> Result<LogicalPlanBuilder> {
+        if *direction != RelationshipDirection::Undirected {
+            return Ok(builder);
+        }
+        let field = |name: &str| {
+            rel_schema
+                .fields()
+                .iter()
+                .find(|f| f.name().eq_ignore_ascii_case(name))
+                .map(|f| f.name().clone())
+                .ok_or_else(|| crate::error::GraphError::PlanError {
+                    message: format!("Relationship column '{}' not found", name),
+                    location: snafu::Location::new(file!(), line!(), column!()),
+                })
+        };
+        let (src, dst) = (
+            field(&rel_map.source_id_field)?,
+            field(&rel_map.target_id_field)?,
+        );
+        let swapped: Vec<Expr> = rel_schema
+            .fields()
+            .iter()
+            .map(|f| match f.name() {
+                n if *n == src => col(&dst).alias(&src),
+                n if *n == dst => col(&src).alias(&dst),
+                n => col(n),
+            })
+            .collect();
+        let reversed = builder
+            .clone()
+            .filter(col(&src).not_eq(col(&dst)))
+            .and_then(|b| b.project(swapped))
+            .and_then(|b| b.build())
+            .map_err(|e| self.plan_error("Failed to reverse undirected edges", e))?;
+        builder
+            .union(reversed)
+            .map_err(|e| self.plan_error("Failed to union undirected edges", e))
+    }
+
     /// Get the expected qualified column names for variable-length path results
     ///
     /// Derives the column set from actual source and target node schemas rather than
@@ -208,119 +263,6 @@ impl DataFusionPlanner {
 
         Ok(expected)
     }
-
-    /// Build a qualified relationship scan for expansion
-    pub(crate) fn build_qualified_relationship_scan(
-        &self,
-        catalog: &Arc<dyn GraphSourceCatalog>,
-        rel_instance: &RelationshipInstance,
-    ) -> Result<LogicalPlan> {
-        let rel_source = catalog
-            .relationship_source(&rel_instance.rel_type)
-            .ok_or_else(|| crate::error::GraphError::ConfigError {
-                message: format!(
-                    "No table source found for relationship: {}",
-                    rel_instance.rel_type
-                ),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?;
-
-        let rel_schema = rel_source.schema();
-        let normalized_rel_type = rel_instance.rel_type.to_lowercase();
-        let rel_builder = LogicalPlanBuilder::scan(&normalized_rel_type, rel_source, None)
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to scan relationship: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?;
-
-        let rel_alias_lower = rel_instance.alias.to_lowercase();
-        let rel_qualified_exprs: Vec<Expr> = rel_schema
-            .fields()
-            .iter()
-            .map(|field| {
-                let qualified_name = qualify_column(&rel_alias_lower, field.name());
-                col(field.name()).alias(&qualified_name)
-            })
-            .collect();
-
-        rel_builder
-            .project(rel_qualified_exprs)
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to project relationship: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?
-            .build()
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to build relationship scan: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })
-    }
-
-    /// Build a qualified target node scan with property filters
-    pub(crate) fn build_qualified_target_scan(
-        &self,
-        catalog: &Arc<dyn GraphSourceCatalog>,
-        target_label: &str,
-        target_variable: &str,
-        target_properties: &HashMap<String, PropertyValue>,
-    ) -> Result<LogicalPlan> {
-        let target_source = catalog.node_source(target_label).ok_or_else(|| {
-            crate::error::GraphError::ConfigError {
-                message: format!("No table source found for node label: {}", target_label),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            }
-        })?;
-
-        let target_schema = target_source.schema();
-        let normalized_target_label = target_label.to_lowercase();
-        let mut target_builder =
-            LogicalPlanBuilder::scan(&normalized_target_label, target_source, None).map_err(
-                |e| crate::error::GraphError::PlanError {
-                    message: format!("Failed to scan target node: {}", e),
-                    location: snafu::Location::new(file!(), line!(), column!()),
-                },
-            )?;
-
-        // Apply target property filters
-        for (k, v) in target_properties.iter() {
-            let lit_expr = super::expression::to_df_value_expr(
-                &crate::ast::ValueExpression::Literal(v.clone()),
-            );
-            let filter_expr = Expr::BinaryExpr(BinaryExpr {
-                left: Box::new(col(k)),
-                op: Operator::Eq,
-                right: Box::new(lit_expr),
-            });
-            target_builder = target_builder.filter(filter_expr).map_err(|e| {
-                crate::error::GraphError::PlanError {
-                    message: format!("Failed to apply target property filter: {}", e),
-                    location: snafu::Location::new(file!(), line!(), column!()),
-                }
-            })?;
-        }
-
-        let target_var_lower = target_variable.to_lowercase();
-        let target_qualified_exprs: Vec<Expr> = target_schema
-            .fields()
-            .iter()
-            .map(|field| {
-                let qualified_name = qualify_column(&target_var_lower, field.name());
-                col(field.name()).alias(&qualified_name)
-            })
-            .collect();
-
-        target_builder
-            .project(target_qualified_exprs)
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to project target node: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?
-            .build()
-            .map_err(|e| crate::error::GraphError::PlanError {
-                message: format!("Failed to build target scan: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })
-    }
 }
 
 #[cfg(test)]
diff --git a/crates/lance-graph/src/datafusion_planner/udf.rs b/crates/lance-graph/src/datafusion_planner/udf.rs
index f4c9873..5df7143 100644
--- a/crates/lance-graph/src/datafusion_planner/udf.rs
+++ b/crates/lance-graph/src/datafusion_planner/udf.rs
@@ -356,10 +356,6 @@ impl std::fmt::Debug for VectorDistanceUDF {
 }
 
 impl datafusion::logical_expr::ScalarUDFImpl for VectorDistanceUDF {
-    fn as_any(&self) -> &dyn std::any::Any {
-        self
-    }
-
     fn name(&self) -> &str {
         &self.name
     }
@@ -413,10 +409,6 @@ impl std::fmt::Debug for VectorSimilarityUDF {
 }
 
 impl datafusion::logical_expr::ScalarUDFImpl for VectorSimilarityUDF {
-    fn as_any(&self) -> &dyn std::any::Any {
-        self
-    }
-
     fn name(&self) -> &str {
         &self.name
     }
diff --git a/crates/lance-graph/src/key_statistics.rs b/crates/lance-graph/src/key_statistics.rs
new file mode 100644
index 0000000..5f1e312
--- /dev/null
+++ b/crates/lance-graph/src/key_statistics.rs
@@ -0,0 +1,323 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The Lance Authors
+
+//! Distinct-count statistics for join-key columns, so DataFusion sizes joins correctly.
+//!
+//! DataFusion 54 estimates an equi-join's output as `L × R / max(NDV_l, NDV_r)`.
+//! When a column reports no distinct count (true for every column of `MemTable` and
+//! Lance's `LanceTableProvider`), it substitutes the row count. For a graph join chain
+//! that turns a multi-million-row intermediate into an estimate of a few thousand
+//! rows, under the 128k-row `CollectLeft` threshold, and DataFusion then builds that
+//! intermediate as one single-threaded hash table.
+//!
+//! [`KeyStatisticsProvider`] wraps a table and reports known distinct counts for its
+//! node-id and edge-endpoint columns; everything else is the inner table's.
+//! [`KeyStatisticsExec`] is the scan-side wrapper. It is transparent like
+//! DataFusion's own `CooperativeExec`: filters, projections, limits and sort pushdown
+//! pass through to the inner scan unchanged.
+
+use std::collections::HashMap;
+use std::fmt;
+use std::sync::Arc;
+
+use arrow_schema::SchemaRef;
+use async_trait::async_trait;
+use datafusion::catalog::{ScanArgs, ScanResult, Session};
+use datafusion::common::config::ConfigOptions;
+use datafusion::common::stats::Precision;
+use datafusion::common::{Constraints, Result, Statistics};
+use datafusion::datasource::{TableProvider, TableType};
+use datafusion::execution::{SendableRecordBatchStream, TaskContext};
+use datafusion::logical_expr::{Expr, TableProviderFilterPushDown};
+use datafusion::physical_expr::PhysicalExpr;
+use datafusion::physical_plan::execution_plan::CardinalityEffect;
+use datafusion::physical_plan::filter_pushdown::{
+    ChildPushdownResult, FilterDescription, FilterPushdownPhase, FilterPushdownPropagation,
+};
+use datafusion::physical_plan::{DisplayAs, DisplayFormatType, ExecutionPlan, PlanProperties};
+
+/// A table that reports `distinct` (column name -> distinct non-null values) as
+/// column statistics, on top of whatever the inner table reports.
+///
+/// The counts are estimates for planning only; wrong counts give worse plans, never
+/// wrong results.
+#[derive(Debug)]
+pub struct KeyStatisticsProvider {
+    inner: Arc<dyn TableProvider>,
+    distinct: HashMap<String, usize>,
+}
+
+impl KeyStatisticsProvider {
+    pub fn new(inner: Arc<dyn TableProvider>, distinct: HashMap<String, usize>) -> Self {
+        Self { inner, distinct }
+    }
+}
+
+#[async_trait]
+impl TableProvider for KeyStatisticsProvider {
+    fn schema(&self) -> SchemaRef {
+        self.inner.schema()
+    }
+
+    fn constraints(&self) -> Option<&Constraints> {
+        self.inner.constraints()
+    }
+
+    fn table_type(&self) -> TableType {
+        self.inner.table_type()
+    }
+
+    async fn scan(
+        &self,
+        state: &dyn Session,
+        projection: Option<&Vec<usize>>,
+        filters: &[Expr],
+        limit: Option<usize>,
+    ) -> Result<Arc<dyn ExecutionPlan>> {
+        let plan = self.inner.scan(state, projection, filters, limit).await?;
+        let divisor = equality_divisor(filters, &self.distinct);
+        Ok(KeyStatisticsExec::wrap(plan, &self.distinct, divisor))
+    }
+
+    async fn scan_with_args<'a>(
+        &self,
+        state: &dyn Session,
+        args: ScanArgs<'a>,
+    ) -> Result<ScanResult> {
+        let divisor = equality_divisor(args.filters().unwrap_or_default(), &self.distinct);
+        let plan = self.inner.scan_with_args(state, args).await?.into_inner();
+        Ok(ScanResult::new(KeyStatisticsExec::wrap(
+            plan,
+            &self.distinct,
+            divisor,
+        )))
+    }
+
+    fn supports_filters_pushdown(
+        &self,
+        filters: &[&Expr],
+    ) -> Result<Vec<TableProviderFilterPushDown>> {
+        self.inner.supports_filters_pushdown(filters)
+    }
+
+    fn statistics(&self) -> Option<Statistics> {
+        self.inner.statistics()
+    }
+}
+
+/// Row-count divisor for filters pushed into the scan: each `column = literal`
+/// conjunct on a column with a known distinct count divides the rows by that count,
+/// as DataFusion's `FilterExec` estimates equality. Needed because Lance applies
+/// pushed filters exactly, so no `FilterExec` is left to estimate them and the scan
+/// reports the whole table (a lookup by id looked like 10k rows instead of 1).
+/// Other filters are ignored, which overestimates.
+fn equality_divisor(filters: &[Expr], distinct: &HashMap<String, usize>) -> usize {
+    use datafusion::logical_expr::utils::split_conjunction;
+    use datafusion::logical_expr::{BinaryExpr, Operator};
+    let mut divisor = 1usize;
+    for conjunct in filters.iter().flat_map(split_conjunction) {
+        let Expr::BinaryExpr(BinaryExpr {
+            left,
+            op: Operator::Eq,
+            right,
+        }) = conjunct
+        else {
+            continue;
+        };
+        let column = match (left.as_ref(), right.as_ref()) {
+            (Expr::Column(c), Expr::Literal(..)) | (Expr::Literal(..), Expr::Column(c)) => c,
+            _ => continue,
+        };
+        if let Some(&n) = distinct.get(&column.name) {
+            divisor = divisor.saturating_mul(n.max(1));
+        }
+    }
+    divisor
+}
+
+/// Scan wrapper that overrides `distinct_count` for the configured columns.
+#[derive(Debug)]
+pub struct KeyStatisticsExec {
+    input: Arc<dyn ExecutionPlan>,
+    /// Column name -> distinct count; applied by name to whatever the input outputs,
+    /// so it stays right when DataFusion prunes or reorders the scan's columns.
+    distinct: Arc<HashMap<String, usize>>,
+    /// From [`equality_divisor`]: the input's row count is divided by this (1 = unchanged).
+    rows_divisor: usize,
+}
+
+impl KeyStatisticsExec {
+    /// Wrap `input`, or return it unchanged when it has nothing to adjust.
+    fn wrap(
+        input: Arc<dyn ExecutionPlan>,
+        distinct: &HashMap<String, usize>,
+        rows_divisor: usize,
+    ) -> Arc<dyn ExecutionPlan> {
+        let schema = input.schema();
+        let relevant: HashMap<String, usize> = distinct
+            .iter()
+            .filter(|(name, _)| schema.field_with_name(name).is_ok())
+            .map(|(name, n)| (name.clone(), *n))
+            .collect();
+        if relevant.is_empty() && rows_divisor == 1 {
+            return input;
+        }
+        Arc::new(Self {
+            input,
+            distinct: Arc::new(relevant),
+            rows_divisor,
+        })
+    }
+}
+
+impl DisplayAs for KeyStatisticsExec {
+    fn fmt_as(&self, _t: DisplayFormatType, f: &mut fmt::Formatter) -> fmt::Result {
+        let mut columns: Vec<_> = self.distinct.iter().collect();
+        columns.sort();
+        let shown: Vec<String> = columns.iter().map(|(c, n)| format!("{c}={n}")).collect();
+        write!(f, "KeyStatisticsExec: distinct=[{}]", shown.join(", "))?;
+        if self.rows_divisor > 1 {
+            write!(f, ", rows/{}", self.rows_divisor)?;
+        }
+        Ok(())
+    }
+}
+
+impl ExecutionPlan for KeyStatisticsExec {
+    fn name(&self) -> &str {
+        "KeyStatisticsExec"
+    }
+
+    fn properties(&self) -> &Arc<PlanProperties> {
+        self.input.properties()
+    }
+
+    fn maintains_input_order(&self) -> Vec<bool> {
+        vec![true]
+    }
+
+    fn children(&self) -> Vec<&Arc<dyn ExecutionPlan>> {
+        vec![&self.input]
+    }
+
+    fn with_new_children(
+        self: Arc<Self>,
+        mut children: Vec<Arc<dyn ExecutionPlan>>,
+    ) -> Result<Arc<dyn ExecutionPlan>> {
+        Ok(Self::wrap(
+            children.swap_remove(0),
+            &self.distinct,
+            self.rows_divisor,
+        ))
+    }
+
+    fn execute(
+        &self,
+        partition: usize,
+        context: Arc<TaskContext>,
+    ) -> Result<SendableRecordBatchStream> {
+        self.input.execute(partition, context)
+    }
+
+    fn partition_statistics(&self, partition: Option<usize>) -> Result<Arc<Statistics>> {
+        let mut stats = Statistics::clone(self.input.partition_statistics(partition)?.as_ref());
+        if self.rows_divisor > 1 {
+            if let Some(&n) = stats.num_rows.get_value() {
+                stats.num_rows = Precision::Inexact(n.div_ceil(self.rows_divisor));
+                stats.total_byte_size = stats.total_byte_size.to_inexact();
+            }
+        }
+        let schema = self.input.schema();
+        for (field, column) in schema
+            .fields()
+            .iter()
+            .zip(stats.column_statistics.iter_mut())
+        {
+            if let Some(&n) = self.distinct.get(field.name()) {
+                // Inexact: pushed-down filters may remove values. DataFusion also caps a
+                // distinct count at the (estimated) row count.
+                column.distinct_count = Precision::Inexact(n);
+            }
+        }
+        Ok(Arc::new(stats))
+    }
+
+    fn supports_limit_pushdown(&self) -> bool {
+        true
+    }
+
+    fn cardinality_effect(&self) -> CardinalityEffect {
+        CardinalityEffect::Equal
+    }
+
+    fn gather_filters_for_pushdown(
+        &self,
+        _phase: FilterPushdownPhase,
+        parent_filters: Vec<Arc<dyn PhysicalExpr>>,
+        _config: &ConfigOptions,
+    ) -> Result<FilterDescription> {
+        FilterDescription::from_children(parent_filters, &self.children())
+    }
+
+    fn handle_child_pushdown_result(
+        &self,
+        _phase: FilterPushdownPhase,
+        child_pushdown_result: ChildPushdownResult,
+        _config: &ConfigOptions,
+    ) -> Result<FilterPushdownPropagation<Arc<dyn ExecutionPlan>>> {
+        Ok(FilterPushdownPropagation::if_all(child_pushdown_result))
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use arrow_array::{Int64Array, RecordBatch};
+    use arrow_schema::{DataType, Field, Schema};
+    use datafusion::datasource::MemTable;
+    use datafusion::prelude::SessionContext;
+
+    #[tokio::test]
+    async fn scan_reports_distinct_counts_for_named_columns_only() {
+        let schema = Arc::new(Schema::new(vec![
+            Field::new("src", DataType::Int64, false),
+            Field::new("dst", DataType::Int64, false),
+        ]));
+        let batch = RecordBatch::try_new(
+            schema.clone(),
+            vec![
+                Arc::new(Int64Array::from(vec![1, 1, 2, 3])),
+                Arc::new(Int64Array::from(vec![7, 8, 7, 7])),
+            ],
+        )
+        .unwrap();
+        let inner = Arc::new(MemTable::try_new(schema, vec![vec![batch]]).unwrap());
+        let table = KeyStatisticsProvider::new(inner, HashMap::from([("dst".to_string(), 2)]));
+        let ctx = SessionContext::new();
+        let plan = table.scan(&ctx.state(), None, &[], None).await.unwrap();
+        let stats = plan.partition_statistics(None).unwrap();
+        assert_eq!(
+            stats.column_statistics[1].distinct_count,
+            Precision::Inexact(2)
+        );
+        assert_eq!(stats.column_statistics[0].distinct_count, Precision::Absent);
+
+        // Projecting the counted column away leaves the inner plan unwrapped.
+        let plan = table
+            .scan(&ctx.state(), Some(&vec![0]), &[], None)
+            .await
+            .unwrap();
+        assert_ne!(plan.name(), "KeyStatisticsExec");
+
+        // A pushed equality filter on a counted column divides the row estimate;
+        // other filters leave it alone.
+        use datafusion::prelude::{col, lit};
+        let filters = [col("dst").eq(lit(7_i64)), col("src").gt(lit(1_i64))];
+        let plan = table
+            .scan(&ctx.state(), None, &filters, None)
+            .await
+            .unwrap();
+        let stats = plan.partition_statistics(None).unwrap();
+        assert_eq!(stats.num_rows, Precision::Inexact(2));
+    }
+}
diff --git a/crates/lance-graph/src/lance_native_planner.rs b/crates/lance-graph/src/lance_native_planner.rs
deleted file mode 100644
index a500d6a..0000000
--- a/crates/lance-graph/src/lance_native_planner.rs
+++ /dev/null
@@ -1,77 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Lance Native physical planner (placeholder)
-//!
-//! This planner is intended to compile logical graph plans into a physical
-//! execution plan that leverages Lance's native scan and filter engine.
-//!
-//! For now, this is a placeholder implementation that conforms to the
-//! `GraphPhysicalPlanner` trait and returns an empty DataFusion logical plan
-//! until the native pipeline is wired up.
-
-use crate::config::GraphConfig;
-use crate::datafusion_planner::GraphPhysicalPlanner;
-use crate::error::Result;
-use crate::logical_plan::LogicalOperator;
-use datafusion::common::DFSchema;
-use datafusion::logical_expr::{EmptyRelation, LogicalPlan};
-use std::sync::Arc;
-
-/// Placeholder Lance-native planner
-pub struct LanceNativePlanner {
-    #[allow(dead_code)]
-    config: GraphConfig,
-}
-
-impl LanceNativePlanner {
-    pub fn new(config: GraphConfig) -> Self {
-        Self { config }
-    }
-}
-
-impl GraphPhysicalPlanner for LanceNativePlanner {
-    fn plan(&self, _logical_plan: &LogicalOperator) -> Result<LogicalPlan> {
-        // Placeholder: return an empty relation. A future implementation will
-        // produce a runnable pipeline using Lance's native execution engine.
-        let schema = Arc::new(DFSchema::empty());
-        Ok(LogicalPlan::EmptyRelation(EmptyRelation {
-            produce_one_row: false,
-            schema,
-        }))
-    }
-}
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-
-    #[test]
-    fn test_lance_native_planner_placeholder() {
-        let cfg = GraphConfig::builder()
-            .with_node_label("Person", "id")
-            .build()
-            .unwrap();
-        let planner = LanceNativePlanner::new(cfg);
-        // Minimal logical plan to feed into placeholder
-        let lp = LogicalOperator::Distinct {
-            input: Box::new(LogicalOperator::Limit {
-                input: Box::new(LogicalOperator::Project {
-                    input: Box::new(LogicalOperator::ScanByLabel {
-                        variable: "n".to_string(),
-                        label: "Person".to_string(),
-                        properties: Default::default(),
-                    }),
-                    projections: vec![],
-                }),
-                count: 1,
-            }),
-        };
-        let df_plan = planner.plan(&lp).unwrap();
-        // Empty relation is acceptable as a placeholder
-        match df_plan {
-            LogicalPlan::EmptyRelation(_) => {}
-            _ => panic!("expected empty relation placeholder"),
-        }
-    }
-}
diff --git a/crates/lance-graph/src/lib.rs b/crates/lance-graph/src/lib.rs
index 822cddf..df63f63 100644
--- a/crates/lance-graph/src/lib.rs
+++ b/crates/lance-graph/src/lib.rs
@@ -38,40 +38,32 @@
 pub mod ast;
 pub mod case_insensitive;
 pub mod config;
+pub mod csr_expand;
 pub mod csr_index;
 pub mod datafusion_planner;
 pub mod error;
-pub mod lance_native_planner;
+pub mod key_statistics;
 pub mod lance_vector_search;
 pub mod logical_plan;
 pub mod parameter_substitution;
 pub mod parser;
+mod pattern_alternatives;
+mod pattern_order;
 pub mod query;
 pub mod semantic;
+pub mod shortest_path;
 pub mod spark_dialect;
-pub mod sql_catalog;
 pub mod sql_query;
-pub mod table_readers;
 
 /// Maximum allowed hops for variable-length relationship expansion (e.g., *1..N)
 pub const MAX_VARIABLE_LENGTH_HOPS: u32 = 20;
 
 pub use config::{GraphConfig, NodeMapping, RelationshipMapping};
-pub use csr_index::{build_bidirectional_index, CsrIndex, CsrIndexBuilder};
+pub use csr_index::{CsrIndex, CsrIndexBuilder};
 pub use error::{GraphError, Result};
 pub use lance_graph_catalog::{
     DirNamespace, GraphSourceCatalog, InMemoryCatalog, SimpleTableSource,
 };
-// Catalog provider re-exports
-pub use lance_graph_catalog::{
-    CatalogError, CatalogInfo, CatalogProvider, CatalogResult, ColumnInfo, Connector,
-    DataSourceFormat, SchemaInfo, TableInfo, TableReader, TableType,
-};
-#[cfg(feature = "unity-catalog")]
-pub use lance_graph_catalog::{UnityCatalogConfig, UnityCatalogProvider};
 pub use lance_vector_search::VectorSearch;
 pub use query::{CypherQuery, ExecutionStrategy, SqlDialect};
 pub use sql_query::SqlQuery;
-#[cfg(feature = "delta")]
-pub use table_readers::DeltaTableReader;
-pub use table_readers::{default_table_readers, ParquetTableReader};
diff --git a/crates/lance-graph/src/logical_plan.rs b/crates/lance-graph/src/logical_plan.rs
index 9d6c32f..bbdcd51 100644
--- a/crates/lance-graph/src/logical_plan.rs
+++ b/crates/lance-graph/src/logical_plan.rs
@@ -8,6 +8,7 @@
 //!
 //! Logical plans describe WHAT operations to perform, not HOW to perform them.
 
+use crate::case_insensitive::qualify_column;
 use crate::error::{GraphError, Result};
 use crate::{ast::*, GraphConfig};
 use serde::{Deserialize, Serialize};
@@ -123,6 +124,33 @@ pub enum LogicalOperator {
         input: Box<LogicalOperator>,
         count: u64,
     },
+
+    /// UNION ALL of the branches of one MATCH clause that uses relationship-type
+    /// alternation or multi-label nodes (see `pattern_alternatives`). Branches bind the
+    /// same variables, possibly with different labels; columns a branch lacks are null.
+    Union { inputs: Vec<LogicalOperator> },
+
+    /// `shortestPath` / `allShortestPaths` between two variables bound in `input`; adds
+    /// `<path_variable>__length` and `<path_variable>__nodes` (node ids, source first).
+    ShortestPath {
+        input: Box<LogicalOperator>,
+        source_variable: String,
+        target_variable: String,
+        relationship_type: String,
+        direction: RelationshipDirection,
+        min_hops: u32,
+        max_hops: u32,
+        all: bool,
+        path_variable: String,
+    },
+
+    /// OPTIONAL MATCH: LEFT JOIN of `input` with `optional` (which is planned on top of
+    /// `input`'s distinct shared variables) on the shared variables' id columns `keys`.
+    OptionalMatch {
+        input: Box<LogicalOperator>,
+        optional: Box<LogicalOperator>,
+        keys: Vec<String>,
+    },
 }
 
 /// Projection item for SELECT/RETURN clauses
@@ -149,11 +177,18 @@ pub struct SortItem {
     pub direction: SortDirection,
 }
 
+/// Mean neighbours per key, by (lowercase relationship type, outgoing): edges divided by
+/// the distinct source ids (outgoing) or target ids (incoming). Planning estimates only.
+pub type FanOut = HashMap<(String, bool), f64>;
+
 /// Logical plan builder - converts AST to logical plan
 pub struct LogicalPlanner<'a> {
     /// Track variables in scope
     variables: HashMap<String, String>, // variable -> label
     config: &'a GraphConfig,
+    fan_out: Option<&'a FanOut>,
+    /// Mark columns created for EXISTS subqueries so far (names `__exists_<n>`).
+    exists_marks: usize,
 }
 
 impl<'a> LogicalPlanner<'a> {
@@ -161,20 +196,91 @@ impl<'a> LogicalPlanner<'a> {
         Self {
             variables: HashMap::new(),
             config,
+            fan_out: None,
+            exists_marks: 0,
+        }
+    }
+
+    /// Use `fan_out` to pick where a path that continues earlier rows starts.
+    pub fn with_fan_out(mut self, fan_out: Option<&'a FanOut>) -> Self {
+        self.fan_out = fan_out;
+        self
+    }
+
+    /// For a path that continues earlier rows, the path read from the other end when that
+    /// is the better start: always when only the far end is bound (expansion must start
+    /// from a bound node), and, with both ends bound, when the far end's first hop has the
+    /// smaller fan-out (LDBC IC5: from `forum`, about 11 posts each, not `friend`, about
+    /// 100). `None` keeps the written order: start already right, no estimates, or a
+    /// variable-length segment.
+    fn cheaper_orientation(&self, path: &PathPattern) -> Option<PathPattern> {
+        let bound = |n: &NodePattern| {
+            n.variable
+                .as_ref()
+                .is_some_and(|v| self.variables.contains_key(v))
+        };
+        let (first, last) = (path.segments.first()?, path.segments.last()?);
+        if !bound(&last.end_node)
+            || path
+                .segments
+                .iter()
+                .any(|s| s.relationship.length.is_some())
+        {
+            return None;
+        }
+        if !bound(&path.start_node) {
+            return Some(Self::reversed_path(path));
+        }
+        let fan_out = self.fan_out?;
+        // Fan-out of a hop expanded from its left end (`forward`) or its right end.
+        let hop = |rel: &RelationshipPattern, forward: bool| -> Option<f64> {
+            let rel_type = rel.types.first()?.to_lowercase();
+            let get = |outgoing: bool| fan_out.get(&(rel_type.clone(), outgoing)).copied();
+            match (&rel.direction, forward) {
+                (RelationshipDirection::Outgoing, true)
+                | (RelationshipDirection::Incoming, false) => get(true),
+                (RelationshipDirection::Incoming, true)
+                | (RelationshipDirection::Outgoing, false) => get(false),
+                (RelationshipDirection::Undirected, _) => Some(get(true)? + get(false)?),
+            }
+        };
+        let from_start = hop(&first.relationship, true)?;
+        let from_end = hop(&last.relationship, false)?;
+        (from_end < from_start).then(|| Self::reversed_path(path))
+    }
+
+    /// The same path read backwards: nodes in reverse order, each relationship flipped.
+    fn reversed_path(path: &PathPattern) -> PathPattern {
+        let mut nodes: Vec<&NodePattern> = std::iter::once(&path.start_node)
+            .chain(path.segments.iter().map(|s| &s.end_node))
+            .collect();
+        nodes.reverse();
+        let segments = path
+            .segments
+            .iter()
+            .rev()
+            .zip(nodes.iter().skip(1))
+            .map(|(segment, end)| PathSegment {
+                relationship: crate::pattern_order::reversed(&segment.relationship),
+                end_node: (*end).clone(),
+            })
+            .collect();
+        PathPattern {
+            start_node: nodes[0].clone(),
+            segments,
+            shortest: path.shortest.clone(),
         }
     }
 
     /// Convert a Cypher AST to a logical plan
     pub fn plan(&mut self, query: &CypherQuery) -> Result<LogicalOperator> {
-        // Plan main MATCH clauses
-        let mut plan = self.plan_reading_clauses(None, &query.reading_clauses)?;
+        // Plan main MATCH clauses; the WHERE clause guides where traversal starts.
+        let where_expr = query.where_clause.as_ref().map(|w| &w.expression);
+        let mut plan = self.plan_reading_clauses(None, &query.reading_clauses, where_expr)?;
 
         // Apply WHERE clause if present (before WITH)
         if let Some(where_clause) = &query.where_clause {
-            plan = LogicalOperator::Filter {
-                input: Box::new(plan),
-                predicate: where_clause.expression.clone(),
-            };
+            plan = self.filter(plan, &where_clause.expression)?;
         }
 
         // Apply WITH clause if present (intermediate projection/aggregation)
@@ -184,15 +290,23 @@ impl<'a> LogicalPlanner<'a> {
 
         // Plan post-WITH MATCH clauses
         if !query.post_with_reading_clauses.is_empty() {
-            plan = self.plan_reading_clauses(Some(plan), &query.post_with_reading_clauses)?;
+            plan = self.plan_reading_clauses(Some(plan), &query.post_with_reading_clauses, None)?;
         }
 
         // Apply post-WITH WHERE clause if present
         if let Some(post_where) = &query.post_with_where_clause {
-            plan = LogicalOperator::Filter {
-                input: Box::new(plan),
-                predicate: post_where.expression.clone(),
-            };
+            plan = self.filter(plan, &post_where.expression)?;
+        }
+
+        // Later WITH stages chain the same way as the first.
+        for stage in &query.further_with_stages {
+            plan = self.plan_with_clause(&stage.with_clause, plan)?;
+            if !stage.reading_clauses.is_empty() {
+                plan = self.plan_reading_clauses(Some(plan), &stage.reading_clauses, None)?;
+            }
+            if let Some(where_clause) = &stage.where_clause {
+                plan = self.filter(plan, &where_clause.expression)?;
+            }
         }
 
         // Apply RETURN clause
@@ -236,6 +350,7 @@ impl<'a> LogicalPlanner<'a> {
         &mut self,
         base_plan: Option<LogicalOperator>,
         reading_clauses: &[ReadingClause],
+        filter: Option<&BooleanExpression>,
     ) -> Result<LogicalOperator> {
         let mut plan = base_plan;
 
@@ -247,7 +362,7 @@ impl<'a> LogicalPlanner<'a> {
         }
 
         for clause in reading_clauses {
-            plan = Some(self.plan_reading_clause_with_base(plan, clause)?);
+            plan = Some(self.plan_reading_clause_with_base(plan, clause, filter)?);
         }
 
         plan.ok_or_else(|| GraphError::PlanError {
@@ -261,10 +376,18 @@ impl<'a> LogicalPlanner<'a> {
         &mut self,
         base: Option<LogicalOperator>,
         clause: &ReadingClause,
+        filter: Option<&BooleanExpression>,
     ) -> Result<LogicalOperator> {
         match clause {
+            ReadingClause::Match(match_clause) if match_clause.optional => {
+                self.plan_optional_match(base, match_clause)
+            }
             ReadingClause::Match(match_clause) => {
-                self.plan_match_clause_with_base(base, match_clause)
+                let plan = self.plan_match_clause_with_base(base, match_clause, filter)?;
+                Ok(match &match_clause.where_clause {
+                    Some(w) => self.filter(plan, &w.expression)?,
+                    None => plan,
+                })
             }
             ReadingClause::Unwind(unwind_clause) => {
                 self.plan_unwind_clause_with_base(base, unwind_clause)
@@ -289,11 +412,16 @@ impl<'a> LogicalPlanner<'a> {
         })
     }
 
-    /// Plan a single MATCH clause, optionally starting from an existing base plan
+    /// Plan a single MATCH clause, optionally starting from an existing base plan.
+    ///
+    /// A clause that starts a plan may be re-rooted at its most selective node, using
+    /// `filter` (the query's WHERE clause); see [`crate::pattern_order`]. A clause that
+    /// continues an existing plan is planned as written.
     fn plan_match_clause_with_base(
         &mut self,
         base: Option<LogicalOperator>,
         match_clause: &MatchClause,
+        filter: Option<&BooleanExpression>,
     ) -> Result<LogicalOperator> {
         if match_clause.patterns.is_empty() {
             return Err(GraphError::PlanError {
@@ -301,9 +429,40 @@ impl<'a> LogicalPlanner<'a> {
                 location: snafu::Location::new(file!(), line!(), column!()),
             });
         }
+        if crate::pattern_alternatives::needs_expansion(&match_clause.patterns) {
+            let branches = crate::pattern_alternatives::expand(
+                &match_clause.patterns,
+                self.config,
+                &self.variables,
+            )?;
+            return self.plan_match_branches(base, branches, filter);
+        }
+
+        let reordered = base
+            .is_none()
+            .then(|| {
+                crate::pattern_order::reorder_patterns(&match_clause.patterns, filter, self.config)
+            })
+            .flatten();
+        let oriented: Option<Vec<GraphPattern>> = base.is_some().then(|| {
+            match_clause
+                .patterns
+                .iter()
+                .map(|p| match p {
+                    GraphPattern::Path(path) => self
+                        .cheaper_orientation(path)
+                        .map_or_else(|| p.clone(), GraphPattern::Path),
+                    _ => p.clone(),
+                })
+                .collect()
+        });
+        let patterns = reordered
+            .as_deref()
+            .or(oriented.as_deref())
+            .unwrap_or(&match_clause.patterns);
 
         let mut plan = base;
-        for pattern in &match_clause.patterns {
+        for pattern in patterns {
             match pattern {
                 GraphPattern::Node(node) => {
                     let already_bound = node
@@ -324,6 +483,9 @@ impl<'a> LogicalPlanner<'a> {
                         }
                     }
                 }
+                GraphPattern::Path(path) if path.shortest.is_some() => {
+                    plan = Some(self.plan_shortest_path(plan, path)?)
+                }
                 GraphPattern::Path(path) => plan = Some(self.plan_path(plan, path)?),
             }
         }
@@ -334,6 +496,299 @@ impl<'a> LogicalPlanner<'a> {
         })
     }
 
+    /// `input` filtered by `predicate`, after turning any EXISTS in it into mark columns.
+    fn filter(
+        &mut self,
+        input: LogicalOperator,
+        predicate: &BooleanExpression,
+    ) -> Result<LogicalOperator> {
+        let mut predicate = predicate.clone();
+        let input = self.rewrite_exists(input, &mut predicate)?;
+        Ok(LogicalOperator::Filter {
+            input: Box::new(input),
+            predicate,
+        })
+    }
+
+    /// Replace every pattern EXISTS in `expr` with `__exists_<n> IS NOT NULL`, adding to
+    /// `input` the LEFT JOIN that computes that mark: the pattern planned on top of the
+    /// distinct shared variables (as for OPTIONAL MATCH, so it can use the CSR), one row
+    /// per distinct binding of them with `true` as the mark. A row with no match gets a
+    /// null mark, so `NOT EXISTS` is true for it, as Cypher requires.
+    fn rewrite_exists(
+        &mut self,
+        mut input: LogicalOperator,
+        expr: &mut BooleanExpression,
+    ) -> Result<LogicalOperator> {
+        match expr {
+            BooleanExpression::And(a, b) | BooleanExpression::Or(a, b) => {
+                input = self.rewrite_exists(input, a)?;
+                self.rewrite_exists(input, b)
+            }
+            BooleanExpression::Not(inner) => self.rewrite_exists(input, inner),
+            BooleanExpression::Comparison { left, right, .. } => {
+                input = self.rewrite_exists_in_value(input, left)?;
+                self.rewrite_exists_in_value(input, right)
+            }
+            BooleanExpression::PatternExists {
+                patterns,
+                where_clause,
+            } => {
+                self.exists_marks += 1;
+                let mark = format!("__exists_{}", self.exists_marks);
+                let inner = MatchClause {
+                    patterns: patterns.clone(),
+                    optional: true,
+                    where_clause: where_clause.as_ref().map(|w| WhereClause {
+                        expression: (**w).clone(),
+                    }),
+                };
+                // The pattern's own new variables are local to the subquery.
+                let before = self.variables.clone();
+                let planned = self.plan_optional_match(Some(input), &inner);
+                self.variables = before;
+                let LogicalOperator::OptionalMatch {
+                    input,
+                    optional,
+                    keys,
+                } = planned?
+                else {
+                    unreachable!("plan_optional_match returns an OptionalMatch")
+                };
+                let shared: Vec<String> = keys
+                    .iter()
+                    .map(|k| k.split("__").next().unwrap_or(k).to_string())
+                    .collect();
+                let mut projections: Vec<ProjectionItem> = shared
+                    .iter()
+                    .map(|var| ProjectionItem {
+                        expression: ValueExpression::Variable(var.clone()),
+                        alias: None,
+                    })
+                    .collect();
+                projections.push(ProjectionItem {
+                    expression: ValueExpression::Literal(PropertyValue::Boolean(true)),
+                    alias: Some(mark.clone()),
+                });
+                let marked = LogicalOperator::Distinct {
+                    input: Box::new(LogicalOperator::Project {
+                        input: optional,
+                        projections,
+                    }),
+                };
+                *expr = BooleanExpression::IsNotNull(ValueExpression::Variable(mark));
+                Ok(LogicalOperator::OptionalMatch {
+                    input,
+                    optional: Box::new(marked),
+                    keys,
+                })
+            }
+            _ => Ok(input),
+        }
+    }
+
+    /// [`Self::rewrite_exists`] for the conditions of a CASE inside a value.
+    fn rewrite_exists_in_value(
+        &mut self,
+        mut input: LogicalOperator,
+        expr: &mut ValueExpression,
+    ) -> Result<LogicalOperator> {
+        match expr {
+            ValueExpression::Case { whens, otherwise } => {
+                for (condition, then) in whens.iter_mut() {
+                    input = self.rewrite_exists(input, condition)?;
+                    input = self.rewrite_exists_in_value(input, then)?;
+                }
+                match otherwise {
+                    Some(e) => self.rewrite_exists_in_value(input, e),
+                    None => Ok(input),
+                }
+            }
+            ValueExpression::ScalarFunction { args, .. }
+            | ValueExpression::AggregateFunction { args, .. } => {
+                for arg in args.iter_mut() {
+                    input = self.rewrite_exists_in_value(input, arg)?;
+                }
+                Ok(input)
+            }
+            ValueExpression::Arithmetic { left, right, .. } => {
+                input = self.rewrite_exists_in_value(input, left)?;
+                self.rewrite_exists_in_value(input, right)
+            }
+            _ => Ok(input),
+        }
+    }
+
+    /// A `shortestPath` pattern: end nodes not bound yet are scanned (and cross-joined with
+    /// the rows so far), then the search runs per row between the two bound ids.
+    fn plan_shortest_path(
+        &mut self,
+        base: Option<LogicalOperator>,
+        path: &PathPattern,
+    ) -> Result<LogicalOperator> {
+        let spec = path.shortest.as_ref().expect("a shortest-path pattern");
+        let unsupported = |what: &str| GraphError::UnsupportedFeature {
+            feature: format!("shortestPath {what}"),
+            location: Location::new(file!(), line!(), column!()),
+        };
+        let [segment] = path.segments.as_slice() else {
+            return Err(unsupported("over more than one relationship pattern"));
+        };
+        let rel = &segment.relationship;
+        let [rel_type] = rel.types.as_slice() else {
+            return Err(unsupported("needs exactly one relationship type"));
+        };
+        if rel.variable.is_some() || !rel.properties.is_empty() {
+            return Err(unsupported("with a relationship variable or properties"));
+        }
+        let mut plan = base;
+        let mut ends = Vec::with_capacity(2);
+        for node in [&path.start_node, &segment.end_node] {
+            let Some(var) = &node.variable else {
+                return Err(unsupported("with an unnamed end node"));
+            };
+            if !self.variables.contains_key(var) {
+                let scan = self.plan_node_scan(node)?;
+                plan = Some(match plan {
+                    None => scan,
+                    Some(p) => LogicalOperator::Join {
+                        left: Box::new(p),
+                        right: Box::new(scan),
+                        join_type: JoinType::Cross,
+                    },
+                });
+            }
+            ends.push(var.clone());
+        }
+        let path_variable = spec
+            .variable
+            .clone()
+            .unwrap_or_else(|| format!("_path_{}", self.variables.len()));
+        // Not a node: the marker keeps it in WITH scope and matches no node mapping.
+        self.variables
+            .insert(path_variable.clone(), "Path".to_string());
+        let length = rel.length.as_ref();
+        Ok(LogicalOperator::ShortestPath {
+            input: Box::new(plan.expect("both end nodes are planned")),
+            source_variable: ends[0].clone(),
+            target_variable: ends[1].clone(),
+            relationship_type: rel_type.clone(),
+            direction: rel.direction.clone(),
+            min_hops: length.and_then(|l| l.min).unwrap_or(1),
+            max_hops: length.and_then(|l| l.max).unwrap_or(u32::MAX),
+            all: spec.all,
+            path_variable,
+        })
+    }
+
+    /// OPTIONAL MATCH: the pattern is planned on top of the distinct values of the node
+    /// variables it shares with `base` (so expansion starts there, CSR included), filtered
+    /// by its own WHERE, then left-joined back to `base` on those variables' ids.
+    // shortcut: `base` is planned and run twice (left side and seed), since DataFusion
+    // plans are trees; fine for the small inputs OPTIONAL MATCH usually sees.
+    fn plan_optional_match(
+        &mut self,
+        base: Option<LogicalOperator>,
+        clause: &MatchClause,
+    ) -> Result<LogicalOperator> {
+        let unsupported = |what: &str| GraphError::UnsupportedFeature {
+            feature: format!("OPTIONAL MATCH {what}"),
+            location: Location::new(file!(), line!(), column!()),
+        };
+        let base = base.ok_or_else(|| unsupported("as the first clause"))?;
+        let mut shared = Vec::new();
+        for pattern in &clause.patterns {
+            let nodes: Vec<&NodePattern> = match pattern {
+                GraphPattern::Node(n) => vec![n],
+                GraphPattern::Path(p) => std::iter::once(&p.start_node)
+                    .chain(p.segments.iter().map(|s| &s.end_node))
+                    .collect(),
+            };
+            for var in nodes.into_iter().filter_map(|n| n.variable.as_ref()) {
+                if self.variables.contains_key(var) && !shared.contains(var) {
+                    shared.push(var.clone());
+                }
+            }
+        }
+        if shared.is_empty() {
+            return Err(unsupported("without a variable bound by an earlier clause"));
+        }
+        let mut keys = Vec::with_capacity(shared.len());
+        for var in &shared {
+            let label = &self.variables[var];
+            let mapping = self.config.get_node_mapping(label).ok_or_else(|| {
+                unsupported(&format!("from '{var}', whose label '{label}' is ambiguous"))
+            })?;
+            keys.push(qualify_column(var, &mapping.id_field));
+        }
+        let seed = LogicalOperator::Distinct {
+            input: Box::new(LogicalOperator::Project {
+                input: Box::new(base.clone()),
+                projections: shared
+                    .iter()
+                    .map(|var| ProjectionItem {
+                        expression: ValueExpression::Variable(var.clone()),
+                        alias: None,
+                    })
+                    .collect(),
+            }),
+        };
+        let inner = MatchClause {
+            patterns: clause.patterns.clone(),
+            optional: false,
+            where_clause: None,
+        };
+        let mut optional = self.plan_match_clause_with_base(Some(seed), &inner, None)?;
+        if let Some(w) = &clause.where_clause {
+            optional = self.filter(optional, &w.expression)?;
+        }
+        Ok(LogicalOperator::OptionalMatch {
+            input: Box::new(base),
+            optional: Box::new(optional),
+            keys,
+        })
+    }
+
+    /// Plan each single-type, single-label branch like an ordinary MATCH and UNION ALL them.
+    // shortcut: a `base` from earlier clauses is planned (and run) once per branch; fine for
+    // the few branches alternation produces, revisit if bases get expensive.
+    fn plan_match_branches(
+        &mut self,
+        base: Option<LogicalOperator>,
+        branches: Vec<Vec<GraphPattern>>,
+        filter: Option<&BooleanExpression>,
+    ) -> Result<LogicalOperator> {
+        let before = self.variables.clone();
+        let mut inputs = Vec::new();
+        let mut labels: HashMap<String, Vec<String>> = HashMap::new();
+        for patterns in branches {
+            self.variables = before.clone();
+            let clause = MatchClause {
+                patterns,
+                optional: false,
+                where_clause: None,
+            };
+            inputs.push(self.plan_match_clause_with_base(base.clone(), &clause, filter)?);
+            for (var, label) in &self.variables {
+                let seen = labels.entry(var.clone()).or_default();
+                if !seen.contains(label) {
+                    seen.push(label.clone());
+                }
+            }
+        }
+        // A variable with different labels per branch gets a combined name that matches no
+        // node mapping, so a later clause expanding from it fails instead of guessing.
+        self.variables = labels
+            .into_iter()
+            .map(|(var, labels)| (var, labels.join("|")))
+            .collect();
+        Ok(if inputs.len() == 1 {
+            inputs.pop().expect("one branch")
+        } else {
+            LogicalOperator::Union { inputs }
+        })
+    }
+
     /// Plan a node scan (ScanByLabel)
     fn plan_node_scan(&mut self, node: &NodePattern) -> Result<LogicalOperator> {
         let variable = node
@@ -500,18 +955,36 @@ impl<'a> LogicalPlanner<'a> {
                 self.extract_variable_from_plan(right)
                     .or_else(|_| self.extract_variable_from_plan(left))
             }
+            LogicalOperator::OptionalMatch { optional, .. } => {
+                self.extract_variable_from_plan(optional)
+            }
+            LogicalOperator::ShortestPath {
+                target_variable, ..
+            } => Ok(target_variable.clone()),
+            LogicalOperator::Union { inputs } => match inputs.first() {
+                Some(first) => self.extract_variable_from_plan(first),
+                None => Err(GraphError::PlanError {
+                    message: "empty UNION".to_string(),
+                    location: snafu::Location::new(file!(), line!(), column!()),
+                }),
+            },
         }
     }
 
     /// Plan RETURN clause (Project)
     fn plan_return_clause(
-        &self,
+        &mut self,
         return_clause: &ReturnClause,
         input: LogicalOperator,
     ) -> Result<LogicalOperator> {
         let mut projections: Vec<ProjectionItem> = Vec::new();
+        let mut items = return_clause.items.clone();
+        let mut input = input;
+        for item in &mut items {
+            input = self.rewrite_exists_in_value(input, &mut item.expression)?;
+        }
 
-        for item in &return_clause.items {
+        for item in &items {
             let alias = &item.alias;
             match &item.expression {
                 ValueExpression::Variable(var) => {
@@ -579,24 +1052,64 @@ impl<'a> LogicalPlanner<'a> {
 
     /// Plan WITH clause - intermediate projection/aggregation with optional ORDER BY and LIMIT
     fn plan_with_clause(
-        &self,
+        &mut self,
         with_clause: &WithClause,
         input: LogicalOperator,
     ) -> Result<LogicalOperator> {
-        // WITH creates a projection (like RETURN)
-        let projections = with_clause
+        // WITH creates a projection (like RETURN), but its output must stay addressable by
+        // later clauses: an unaliased `b.name` keeps the internal name `b__name`, and a
+        // bare node variable passes all its columns through (see `build_simple_project`).
+        let mut projections = Vec::with_capacity(with_clause.items.len());
+        let mut items = with_clause.items.clone();
+        let mut input = input;
+        for item in &mut items {
+            input = self.rewrite_exists_in_value(input, &mut item.expression)?;
+        }
+        for item in &items {
+            let alias = match (&item.alias, &item.expression) {
+                (Some(alias), ValueExpression::Variable(var)) => {
+                    // `WITH b AS x` renames a node: x keeps b's label.
+                    if let Some(label) = self.variables.get(var).cloned() {
+                        self.variables.insert(alias.clone(), label);
+                    }
+                    Some(alias.clone())
+                }
+                (Some(alias), _) => Some(alias.clone()),
+                (None, ValueExpression::Property(prop)) => {
+                    Some(qualify_column(&prop.variable, &prop.property))
+                }
+                // A carried scalar (`WITH a, bCount`) keeps its own name, lowercased like every
+                // alias, so later clauses find it (RETURN's display names keep the written case).
+                (None, ValueExpression::Variable(var)) => Some(var.clone()),
+                (None, _) => None,
+            };
+            projections.push(ProjectionItem {
+                expression: item.expression.clone(),
+                alias,
+            });
+        }
+        // WITH ends the scope of everything it does not project: a later MATCH reusing a
+        // dropped name binds a new variable instead of expecting columns that are gone.
+        let kept: Vec<&str> = with_clause
             .items
             .iter()
-            .map(|item| ProjectionItem {
-                expression: item.expression.clone(),
-                alias: item.alias.clone(),
+            .filter_map(|item| match (&item.alias, &item.expression) {
+                (Some(alias), ValueExpression::Variable(_)) => Some(alias.as_str()),
+                (None, ValueExpression::Variable(var)) => Some(var.as_str()),
+                _ => None,
             })
             .collect();
+        self.variables.retain(|var, _| kept.contains(&var.as_str()));
 
         let mut plan = LogicalOperator::Project {
             input: Box::new(input),
             projections,
         };
+        if with_clause.distinct {
+            plan = LogicalOperator::Distinct {
+                input: Box::new(plan),
+            };
+        }
 
         // Apply ORDER BY within WITH if present
         if let Some(order_by) = &with_clause.order_by {
@@ -621,6 +1134,10 @@ impl<'a> LogicalPlanner<'a> {
             };
         }
 
+        if let Some(where_clause) = &with_clause.where_clause {
+            plan = self.filter(plan, &where_clause.expression)?;
+        }
+
         Ok(plan)
     }
 }
@@ -1181,21 +1698,27 @@ mod tests {
     }
 
     #[test]
-    fn test_multi_label_node_uses_first_label() {
+    fn test_multi_label_node_is_a_union_of_its_labels() {
+        // Upstream silently scanned only the first label.
         let q = "MATCH (n:Person:Employee) RETURN n.name";
         let ast = parse_cypher_query(q).unwrap();
         let config = GraphConfig::default();
         let mut planner = LogicalPlanner::new(&config);
         let logical = planner.plan(&ast).unwrap();
-        match logical {
-            LogicalOperator::Project { input, .. } => match *input {
-                LogicalOperator::ScanByLabel { label, .. } => {
-                    assert_eq!(label, "Person");
-                }
-                _ => panic!("Expected ScanByLabel under Project"),
-            },
-            _ => panic!("Expected Project at top level"),
-        }
+        let LogicalOperator::Project { input, .. } = logical else {
+            panic!("Expected Project at top level");
+        };
+        let LogicalOperator::Union { inputs } = *input else {
+            panic!("Expected Union under Project");
+        };
+        let labels: Vec<_> = inputs
+            .iter()
+            .map(|op| match op {
+                LogicalOperator::ScanByLabel { label, .. } => label.as_str(),
+                other => panic!("Expected ScanByLabel, got {other:?}"),
+            })
+            .collect();
+        assert_eq!(labels, ["Person", "Employee"]);
     }
 
     #[test]
@@ -1414,4 +1937,84 @@ mod tests {
             err_msg
         );
     }
+
+    /// Relationship types of the Expands under `op`, innermost (first executed) first.
+    fn expand_order(op: &LogicalOperator, out: &mut Vec<String>) {
+        match op {
+            LogicalOperator::Expand {
+                input,
+                relationship_types,
+                ..
+            } => {
+                expand_order(input, out);
+                out.push(relationship_types[0].clone());
+            }
+            LogicalOperator::Filter { input, .. }
+            | LogicalOperator::Project { input, .. }
+            | LogicalOperator::Distinct { input }
+            | LogicalOperator::Sort { input, .. }
+            | LogicalOperator::Limit { input, .. }
+            | LogicalOperator::Offset { input, .. } => expand_order(input, out),
+            LogicalOperator::OptionalMatch { optional, .. } => expand_order(optional, out),
+            _ => {}
+        }
+    }
+
+    #[test]
+    fn continued_path_starts_from_the_bound_end_with_smaller_fan_out() {
+        let config = GraphConfig::builder()
+            .with_node_label("Person", "id")
+            .with_node_label("Post", "id")
+            .with_node_label("Forum", "id")
+            .with_relationship("postHasCreator", "src", "dst")
+            .with_relationship("containerOf", "src", "dst")
+            .build()
+            .unwrap();
+        let q = "MATCH (friend:Person), (forum:Forum) WITH friend, forum \
+                 OPTIONAL MATCH (friend)<-[:postHasCreator]-(post:Post)<-[:containerOf]-(forum) \
+                 RETURN count(post.id) AS n";
+        let ast = parse_cypher_query(q).unwrap();
+        let first_hop = |creator_in: f64, container_out: f64| {
+            let fan_out: FanOut = [
+                (("posthascreator".to_string(), false), creator_in),
+                (("posthascreator".to_string(), true), 1.0),
+                (("containerof".to_string(), true), container_out),
+                (("containerof".to_string(), false), 1.0),
+            ]
+            .into_iter()
+            .collect();
+            let plan = LogicalPlanner::new(&config)
+                .with_fan_out(Some(&fan_out))
+                .plan(&ast)
+                .unwrap();
+            let mut order = Vec::new();
+            expand_order(&plan, &mut order);
+            order[0].clone()
+        };
+        // Forums hold ~11 posts, people create ~100: start from the forum.
+        assert_eq!(first_hop(100.0, 11.0), "containerOf");
+        // The other way round keeps the written order.
+        assert_eq!(first_hop(11.0, 100.0), "postHasCreator");
+    }
+
+    #[test]
+    fn continued_path_bound_only_at_its_far_end_starts_there() {
+        // After `WITH DISTINCT b`, `a` is a new variable: expansion must start from `b`.
+        let config = GraphConfig::builder()
+            .with_node_label("Person", "id")
+            .with_relationship("KNOWS", "src", "dst")
+            .build()
+            .unwrap();
+        let q = "MATCH (a:Person)-[:KNOWS]->(b:Person) WITH DISTINCT b \
+                 MATCH (a:Person)-[:KNOWS]->(b) RETURN a.id, b.id";
+        let plan = LogicalPlanner::new(&config)
+            .plan(&parse_cypher_query(q).unwrap())
+            .unwrap();
+        let text = format!("{plan:?}");
+        let last_expand = text.rfind("Expand {").unwrap();
+        assert!(
+            text[last_expand..].contains("source_variable: \"b\""),
+            "{plan:#?}"
+        );
+    }
 }
diff --git a/crates/lance-graph/src/parameter_substitution.rs b/crates/lance-graph/src/parameter_substitution.rs
index 5f641c2..cdc1183 100644
--- a/crates/lance-graph/src/parameter_substitution.rs
+++ b/crates/lance-graph/src/parameter_substitution.rs
@@ -32,6 +32,16 @@ pub fn substitute_parameters(
         substitute_in_where_clause(post_where, parameters)?;
     }
 
+    for stage in &mut query.further_with_stages {
+        substitute_in_with_clause(&mut stage.with_clause, parameters)?;
+        for reading_clause in &mut stage.reading_clauses {
+            substitute_in_reading_clause(reading_clause, parameters)?;
+        }
+        if let Some(where_clause) = &mut stage.where_clause {
+            substitute_in_where_clause(where_clause, parameters)?;
+        }
+    }
+
     // Substitute in RETURN clause
     substitute_in_return_clause(&mut query.return_clause, parameters)?;
 
@@ -52,6 +62,9 @@ fn substitute_in_reading_clause(
             for pattern in &mut match_clause.patterns {
                 substitute_in_graph_pattern(pattern, parameters)?;
             }
+            if let Some(where_clause) = &mut match_clause.where_clause {
+                substitute_in_where_clause(where_clause, parameters)?;
+            }
         }
         ReadingClause::Unwind(unwind_clause) => {
             substitute_in_value_expression(&mut unwind_clause.expression, parameters)?;
@@ -136,6 +149,9 @@ fn substitute_in_with_clause(
     if let Some(order_by) = &mut with_clause.order_by {
         substitute_in_order_by_clause(order_by, parameters)?;
     }
+    if let Some(where_clause) = &mut with_clause.where_clause {
+        substitute_in_where_clause(where_clause, parameters)?;
+    }
     Ok(())
 }
 
@@ -176,6 +192,17 @@ fn substitute_in_boolean_expression(
             substitute_in_boolean_expression(inner, parameters)?;
         }
         BooleanExpression::Exists(_) => {}
+        BooleanExpression::PatternExists {
+            patterns,
+            where_clause,
+        } => {
+            for pattern in patterns {
+                substitute_in_graph_pattern(pattern, parameters)?;
+            }
+            if let Some(w) = where_clause {
+                substitute_in_boolean_expression(w, parameters)?;
+            }
+        }
         BooleanExpression::In { expression, list } => {
             substitute_in_value_expression(expression, parameters)?;
             for item in list {
@@ -248,6 +275,15 @@ fn substitute_in_value_expression(
             substitute_in_value_expression(left, parameters)?;
             substitute_in_value_expression(right, parameters)?;
         }
+        ValueExpression::Case { whens, otherwise } => {
+            for (condition, then) in whens {
+                substitute_in_boolean_expression(condition, parameters)?;
+                substitute_in_value_expression(then, parameters)?;
+            }
+            if let Some(otherwise) = otherwise {
+                substitute_in_value_expression(otherwise, parameters)?;
+            }
+        }
         _ => {}
     }
     Ok(())
diff --git a/crates/lance-graph/src/parser.rs b/crates/lance-graph/src/parser.rs
index 03a79e5..a3883fe 100644
--- a/crates/lance-graph/src/parser.rs
+++ b/crates/lance-graph/src/parser.rs
@@ -11,10 +11,10 @@ use crate::error::{GraphError, Result};
 use nom::{
     branch::alt,
     bytes::complete::{tag, tag_no_case, take_while1},
-    character::complete::{char, digit0, digit1, multispace0, multispace1, one_of},
-    combinator::{map, map_res, opt, peek, recognize},
-    multi::{many0, separated_list0, separated_list1},
-    sequence::{delimited, pair, preceded, tuple},
+    character::complete::{char, digit0, digit1, multispace0, multispace1, one_of, satisfy},
+    combinator::{map, map_res, not, opt, peek, recognize},
+    multi::{many0, many1, separated_list0, separated_list1},
+    sequence::{delimited, pair, preceded, terminated, tuple},
     IResult,
 };
 use std::collections::HashMap;
@@ -55,6 +55,10 @@ fn cypher_query(input: &str) -> IResult<&str, CypherQuery> {
         }
         None => (input, vec![], None),
     };
+    let (input, further_with_stages) = match with_result {
+        Some(_) => many0(with_stage)(input)?,
+        None => (input, vec![]),
+    };
 
     let (input, return_clause) = return_clause(input)?;
     let (input, order_by) = opt(order_by_clause)(input)?;
@@ -69,6 +73,7 @@ fn cypher_query(input: &str) -> IResult<&str, CypherQuery> {
             with_clause: with_result,
             post_with_reading_clauses,
             post_with_where_clause: post_with_where,
+            further_with_stages,
             return_clause,
             limit,
             order_by,
@@ -88,11 +93,25 @@ fn reading_clause(input: &str) -> IResult<&str, ReadingClause> {
 // Parse a MATCH clause
 fn match_clause(input: &str) -> IResult<&str, MatchClause> {
     let (input, _) = multispace0(input)?;
+    let (input, optional) = opt(terminated(tag_no_case("OPTIONAL"), multispace1))(input)?;
     let (input, _) = tag_no_case("MATCH")(input)?;
     let (input, _) = multispace1(input)?;
     let (input, patterns) = separated_list0(comma_ws, graph_pattern)(input)?;
+    // See `MatchClause::where_clause` for which WHERE belongs to the clause.
+    let (input, where_clause) = if optional.is_some() {
+        opt(where_clause)(input)?
+    } else {
+        opt(terminated(where_clause, peek(reading_clause)))(input)?
+    };
 
-    Ok((input, MatchClause { patterns }))
+    Ok((
+        input,
+        MatchClause {
+            patterns,
+            optional: optional.is_some(),
+            where_clause,
+        },
+    ))
 }
 
 // Parse an UNWIND clause
@@ -118,11 +137,35 @@ fn unwind_clause(input: &str) -> IResult<&str, UnwindClause> {
 // Parse a graph pattern (node or path)
 fn graph_pattern(input: &str) -> IResult<&str, GraphPattern> {
     alt((
+        map(shortest_path_pattern, GraphPattern::Path),
         map(path_pattern, GraphPattern::Path),
         map(node_pattern, GraphPattern::Node),
     ))(input)
 }
 
+// [p =] shortestPath((a)-[:R*min..max]-(b)) or allShortestPaths(...)
+fn shortest_path_pattern(input: &str) -> IResult<&str, PathPattern> {
+    let (input, _) = multispace0(input)?;
+    let (input, variable) = opt(terminated(
+        identifier,
+        tuple((multispace0, char('='), multispace0)),
+    ))(input)?;
+    let (input, all) = alt((
+        map(tag_no_case("allShortestPaths"), |_| true),
+        map(tag_no_case("shortestPath"), |_| false),
+    ))(input)?;
+    let (input, mut path) = delimited(
+        tuple((multispace0, char('('), multispace0)),
+        path_pattern,
+        tuple((multispace0, char(')'))),
+    )(input)?;
+    path.shortest = Some(ShortestPathSpec {
+        all,
+        variable: variable.map(str::to_string),
+    });
+    Ok((input, path))
+}
+
 // Parse a path pattern (only if there are segments)
 fn path_pattern(input: &str) -> IResult<&str, PathPattern> {
     let (input, start_node) = node_pattern(input)?;
@@ -141,6 +184,7 @@ fn path_pattern(input: &str) -> IResult<&str, PathPattern> {
         PathPattern {
             start_node,
             segments,
+            shortest: None,
         },
     ))
 }
@@ -242,7 +286,19 @@ type RelationshipContentResult<'a> = (
 fn relationship_content(input: &str) -> IResult<&str, RelationshipContentResult<'_>> {
     let (input, _) = multispace0(input)?;
     let (input, variable) = opt(identifier)(input)?;
-    let (input, types) = many0(preceded(char(':'), identifier))(input)?;
+    // `:A`, alternation `:A|B` or `:A|:B`, and upstream's `:A:B` (also read as A or B).
+    let (input, first) = opt(preceded(char(':'), identifier))(input)?;
+    let (input, rest) = many0(preceded(
+        alt((
+            map(
+                tuple((multispace0, char('|'), multispace0, opt(char(':')))),
+                |_| (),
+            ),
+            map(char(':'), |_| ()),
+        )),
+        identifier,
+    ))(input)?;
+    let types: Vec<&str> = first.into_iter().chain(rest).collect();
     let (input, _) = multispace0(input)?;
     let (input, length) = opt(length_range)(input)?;
     let (input, _) = multispace0(input)?;
@@ -283,7 +339,14 @@ fn property_value(input: &str) -> IResult<&str, PropertyValue> {
         map(float_literal, PropertyValue::Float), // Try float BEFORE integer (more specific)
         map(integer_literal, PropertyValue::Integer),
         map(boolean_literal, PropertyValue::Boolean),
-        map(tag("null"), |_| PropertyValue::Null),
+        // NULL in any case, as a whole word (not the start of a name like `nullCount`).
+        map(
+            terminated(
+                tag_no_case("null"),
+                not(peek(satisfy(|c: char| c.is_alphanumeric() || c == '_'))),
+            ),
+            |_| PropertyValue::Null,
+        ),
         map(parameter, PropertyValue::Parameter),
     ))(input)
 }
@@ -352,10 +415,32 @@ fn boolean_primary_expression(input: &str) -> IResult<&str, BooleanExpression> {
             ),
             |expr| expr,
         ),
+        exists_subquery,
+        // A path used as a predicate: `(a)-[:R]-(b)` (one relationship at least).
+        map(path_pattern, |path| BooleanExpression::PatternExists {
+            patterns: vec![GraphPattern::Path(path)],
+            where_clause: None,
+        }),
         comparison_expression,
     ))(input)
 }
 
+// EXISTS { [MATCH] pattern, ... [WHERE ...] }
+fn exists_subquery(input: &str) -> IResult<&str, BooleanExpression> {
+    let (input, _) = tuple((tag_no_case("EXISTS"), multispace0, char('{'), multispace0))(input)?;
+    let (input, _) = opt(tuple((tag_no_case("MATCH"), multispace1)))(input)?;
+    let (input, patterns) = separated_list1(comma_ws, graph_pattern)(input)?;
+    let (input, where_clause) = opt(where_clause)(input)?;
+    let (input, _) = tuple((multispace0, char('}')))(input)?;
+    Ok((
+        input,
+        BooleanExpression::PatternExists {
+            patterns,
+            where_clause: where_clause.map(|w| Box::new(w.expression)),
+        },
+    ))
+}
+
 fn comparison_expression(input: &str) -> IResult<&str, BooleanExpression> {
     let (input, _) = multispace0(input)?;
     let (input, left) = value_expression(input)?;
@@ -483,6 +568,7 @@ fn comparison_operator(input: &str) -> IResult<&str, ComparisonOperator> {
 fn basic_value_expression(input: &str) -> IResult<&str, ValueExpression> {
     alt((
         parse_vector_literal, // Try vector literal first [0.1, 0.2]
+        list_literal,         // Then a list of any expressions [a.x, 'y'] (or [])
         parse_parameter,      // Try $parameter
         function_call,        // Regular function calls
         map(property_value, ValueExpression::Literal), // Try literals BEFORE property references
@@ -491,9 +577,131 @@ fn basic_value_expression(input: &str) -> IResult<&str, ValueExpression> {
     ))(input)
 }
 
-// Parse a value expression
-// Optimization: Use peek to avoid expensive backtracking for non-vector queries
+// Parse a value expression: arithmetic over primaries, `*` `/` `%` binding tighter than
+// `+` `-`, all left-associative.
 fn value_expression(input: &str) -> IResult<&str, ValueExpression> {
+    arithmetic_level(
+        input,
+        &[
+            ('+', ArithmeticOperator::Add),
+            ('-', ArithmeticOperator::Subtract),
+        ],
+    )
+}
+
+fn arithmetic_level<'a>(
+    input: &'a str,
+    operators: &[(char, ArithmeticOperator)],
+) -> IResult<&'a str, ValueExpression> {
+    let tighter = |i: &'a str| {
+        if operators[0].0 == '+' {
+            arithmetic_level(
+                i,
+                &[
+                    ('*', ArithmeticOperator::Multiply),
+                    ('/', ArithmeticOperator::Divide),
+                    ('%', ArithmeticOperator::Modulo),
+                ],
+            )
+        } else {
+            primary_value_expression(i)
+        }
+    };
+    let (mut input, mut left) = tighter(input)?;
+    loop {
+        let Ok((after_op, (_, op, _))) = tuple((
+            multispace0,
+            one_of::<_, _, nom::error::Error<&str>>("+-*/%"),
+            multispace0,
+        ))(input) else {
+            break;
+        };
+        let Some((_, operator)) = operators.iter().find(|(c, _)| *c == op) else {
+            break;
+        };
+        // A right side that doesn't parse (e.g. `-[` of a pattern) ends the expression.
+        let Ok((rest, right)) = tighter(after_op) else {
+            break;
+        };
+        left = ValueExpression::Arithmetic {
+            left: Box::new(left),
+            operator: operator.clone(),
+            right: Box::new(right),
+        };
+        input = rest;
+    }
+    Ok((input, left))
+}
+
+// `( expr )`, `CASE ... END`, or a basic value, then any `[index]` suffixes
+fn primary_value_expression(input: &str) -> IResult<&str, ValueExpression> {
+    let (mut input, mut value) = alt((
+        delimited(
+            tuple((char('('), multispace0)),
+            value_expression,
+            tuple((multispace0, char(')'))),
+        ),
+        case_expression,
+        single_value_expression,
+    ))(input)?;
+    // `list[i]`, with the `[` right after the value (so `x IN [1, 2]` is not an index).
+    while let Ok((rest, index)) = delimited(
+        tuple((char('['), multispace0)),
+        value_expression,
+        tuple((multispace0, char(']'))),
+    )(input)
+    {
+        value = ValueExpression::ScalarFunction {
+            name: "__index".to_string(),
+            args: vec![value, index],
+        };
+        input = rest;
+    }
+    Ok((input, value))
+}
+
+// CASE [operand] WHEN ... THEN ... [ELSE ...] END
+fn case_expression(input: &str) -> IResult<&str, ValueExpression> {
+    let keyword = |k: &'static str| tuple((multispace0, tag_no_case(k), multispace1));
+    let (input, _) = tuple((tag_no_case("CASE"), multispace1))(input)?;
+    let (input, operand) = opt(terminated(value_expression, peek(keyword("WHEN"))))(input)?;
+    let (input, whens) = match &operand {
+        None => many1(tuple((
+            preceded(keyword("WHEN"), boolean_expression),
+            preceded(keyword("THEN"), value_expression),
+        )))(input)?,
+        Some(operand) => {
+            let (input, pairs) = many1(tuple((
+                preceded(keyword("WHEN"), value_expression),
+                preceded(keyword("THEN"), value_expression),
+            )))(input)?;
+            let whens = pairs
+                .into_iter()
+                .map(|(value, then)| {
+                    let condition = BooleanExpression::Comparison {
+                        left: operand.clone(),
+                        operator: ComparisonOperator::Equal,
+                        right: value,
+                    };
+                    (condition, then)
+                })
+                .collect();
+            (input, whens)
+        }
+    };
+    let (input, otherwise) = opt(preceded(keyword("ELSE"), value_expression))(input)?;
+    let (input, _) = tuple((multispace0, tag_no_case("END")))(input)?;
+    Ok((
+        input,
+        ValueExpression::Case {
+            whens,
+            otherwise: otherwise.map(Box::new),
+        },
+    ))
+}
+
+// Optimization: Use peek to avoid expensive backtracking for non-vector queries
+fn single_value_expression(input: &str) -> IResult<&str, ValueExpression> {
     // Peek at first identifier to dispatch to correct parser
     // This eliminates failed parser attempts for every non-vector expression
     if let Ok((_, first_ident)) = peek(identifier)(input) {
@@ -733,6 +941,25 @@ fn parse_vector_literal(input: &str) -> IResult<&str, ValueExpression> {
     Ok((input, ValueExpression::VectorLiteral(values)))
 }
 
+// `[expr, ...]` or `[]`: a list of any values (all-float lists parse as vectors first)
+fn list_literal(input: &str) -> IResult<&str, ValueExpression> {
+    let (input, items) = delimited(
+        tuple((char('['), multispace0)),
+        separated_list0(
+            tuple((multispace0, char(','), multispace0)),
+            value_expression,
+        ),
+        tuple((multispace0, char(']'))),
+    )(input)?;
+    Ok((
+        input,
+        ValueExpression::ScalarFunction {
+            name: "__list".to_string(),
+            args: items,
+        },
+    ))
+}
+
 // Parse a property reference: variable.property
 fn property_reference(input: &str) -> IResult<&str, PropertyRef> {
     let (input, variable) = identifier(input)?;
@@ -753,16 +980,35 @@ fn with_clause(input: &str) -> IResult<&str, WithClause> {
     let (input, _) = multispace0(input)?;
     let (input, _) = tag_no_case("WITH")(input)?;
     let (input, _) = multispace1(input)?;
+    let (input, distinct) = opt(terminated(tag_no_case("DISTINCT"), multispace1))(input)?;
     let (input, items) = separated_list0(comma_ws, return_item)(input)?;
     let (input, order_by) = opt(order_by_clause)(input)?;
     let (input, limit) = opt(limit_clause)(input)?;
+    let (input, where_clause) = opt(where_clause)(input)?;
 
     Ok((
         input,
         WithClause {
+            distinct: distinct.is_some(),
             items,
             order_by,
             limit,
+            where_clause,
+        },
+    ))
+}
+
+// A WITH after the first, with its own reading clauses and WHERE
+fn with_stage(input: &str) -> IResult<&str, WithStage> {
+    let (input, with_clause) = with_clause(input)?;
+    let (input, reading_clauses) = many0(reading_clause)(input)?;
+    let (input, where_clause) = opt(where_clause)(input)?;
+    Ok((
+        input,
+        WithStage {
+            with_clause,
+            reading_clauses,
+            where_clause,
         },
     ))
 }
@@ -867,8 +1113,11 @@ fn limit_clause(input: &str) -> IResult<&str, u64> {
     let (input, _) = tag_no_case("LIMIT")(input)?;
     let (input, _) = multispace1(input)?;
     let (input, limit) = integer_literal(input)?;
-
-    Ok((input, limit as u64))
+    // Negative counts are an error, not a wrap-around to a huge u64.
+    let limit = u64::try_from(limit).map_err(|_| {
+        nom::Err::Failure(nom::error::Error::new(input, nom::error::ErrorKind::Verify))
+    })?;
+    Ok((input, limit))
 }
 
 // Parse a SKIP clause
@@ -877,8 +1126,10 @@ fn skip_clause(input: &str) -> IResult<&str, u64> {
     let (input, _) = tag_no_case("SKIP")(input)?;
     let (input, _) = multispace1(input)?;
     let (input, skip) = integer_literal(input)?;
-
-    Ok((input, skip as u64))
+    let skip = u64::try_from(skip).map_err(|_| {
+        nom::Err::Failure(nom::error::Error::new(input, nom::error::ErrorKind::Verify))
+    })?;
+    Ok((input, skip))
 }
 
 // Parse pagination clauses (SKIP and LIMIT)
@@ -947,7 +1198,11 @@ fn integer_literal(input: &str) -> IResult<&str, i64> {
         take_while1(|c: char| c.is_ascii_digit()),
     ))(input)?;
 
-    Ok((input, digits.parse().unwrap()))
+    // Out-of-range literals fail to parse instead of panicking.
+    let value = digits.parse().map_err(|_| {
+        nom::Err::Failure(nom::error::Error::new(input, nom::error::ErrorKind::Digit))
+    })?;
+    Ok((input, value))
 }
 
 // Parse a float literal
@@ -959,7 +1214,16 @@ fn float_literal(input: &str) -> IResult<&str, f64> {
         take_while1(|c: char| c.is_ascii_digit()),
     )))(input)?;
 
-    Ok((input, number.parse().unwrap()))
+    let value: f64 = number.parse().map_err(|_| {
+        nom::Err::Failure(nom::error::Error::new(input, nom::error::ErrorKind::Float))
+    })?;
+    if !value.is_finite() {
+        return Err(nom::Err::Failure(nom::error::Error::new(
+            input,
+            nom::error::ErrorKind::Float,
+        )));
+    }
+    Ok((input, value))
 }
 
 // Parse a boolean literal
@@ -1928,4 +2192,97 @@ mod tests {
         let ast = parse_cypher_query(query);
         assert!(ast.is_ok(), "Failed to parse UNWIND after MATCH");
     }
+
+    #[test]
+    fn out_of_range_numbers_are_parse_errors_not_panics() {
+        for q in [
+            "MATCH (n:Person) RETURN n LIMIT 99999999999999999999",
+            "MATCH (n:Person) RETURN n LIMIT -1",
+            "MATCH (n:Person) RETURN n SKIP -1",
+            "MATCH (n:Person) WHERE n.age > 99999999999999999999 RETURN n",
+        ] {
+            assert!(parse_cypher_query(q).is_err(), "{q}");
+        }
+        let huge = format!(
+            "MATCH (n:Person) WHERE n.x > {}.0 RETURN n",
+            "9".repeat(400)
+        );
+        assert!(parse_cypher_query(&huge).is_err());
+    }
+
+    #[test]
+    fn relationship_type_alternation() {
+        for q in [
+            "MATCH (a)-[:A|B]->(b) RETURN b",
+            "MATCH (a)-[:A|:B]->(b) RETURN b",
+            "MATCH (a)-[r:A | B *1..2]->(b) RETURN b",
+            "MATCH (a)-[:A:B]->(b) RETURN b",
+        ] {
+            let query = parse_cypher_query(q).unwrap_or_else(|e| panic!("{q}: {e}"));
+            let ReadingClause::Match(m) = &query.reading_clauses[0] else {
+                panic!("{q}: not a MATCH");
+            };
+            let GraphPattern::Path(path) = &m.patterns[0] else {
+                panic!("{q}: not a path");
+            };
+            assert_eq!(path.segments[0].relationship.types, vec!["A", "B"], "{q}");
+        }
+    }
+
+    #[test]
+    fn chained_with_stages_and_with_distinct() {
+        let q = "MATCH (a)-[:R]->(b) WITH DISTINCT b WHERE b.x > 1 \
+                 MATCH (b)-[:R]->(c) WITH c, count(*) AS n WITH c WHERE n > 2 RETURN c";
+        let query = parse_cypher_query(q).unwrap();
+        let first = query.with_clause.as_ref().unwrap();
+        assert!(first.distinct && first.where_clause.is_some());
+        assert_eq!(query.post_with_reading_clauses.len(), 1);
+        assert_eq!(query.further_with_stages.len(), 2);
+        let [second, third] = &query.further_with_stages[..] else {
+            unreachable!()
+        };
+        assert!(!second.with_clause.distinct && second.reading_clauses.is_empty());
+        assert!(third.with_clause.where_clause.is_some());
+    }
+
+    #[test]
+    fn optional_match_owns_its_where_and_inner_where_attaches_to_match() {
+        let q = "MATCH (a) WHERE a.x > 1 OPTIONAL MATCH (a)-[:R]->(b) WHERE b.y = 2 \
+                 MATCH (a)-[:S]->(c) WHERE c.z = 3 RETURN a";
+        let query = parse_cypher_query(q).unwrap();
+        let clauses: Vec<&MatchClause> = query
+            .reading_clauses
+            .iter()
+            .map(|c| match c {
+                ReadingClause::Match(m) => m,
+                ReadingClause::Unwind(_) => unreachable!(),
+            })
+            .collect();
+        assert_eq!(clauses.len(), 3);
+        assert!(!clauses[0].optional && clauses[0].where_clause.is_some());
+        assert!(clauses[1].optional && clauses[1].where_clause.is_some());
+        // The last plain MATCH's WHERE stays in the query's slot (re-rooting reads it).
+        assert!(clauses[2].where_clause.is_none() && query.where_clause.is_some());
+    }
+
+    #[test]
+    fn null_literal_any_case_but_not_a_name_prefix() {
+        for q in [
+            "MATCH (n) RETURN NULL AS x",
+            "MATCH (n) RETURN null AS x",
+            "MATCH (n) RETURN Null AS x",
+        ] {
+            let query = parse_cypher_query(q).unwrap();
+            assert_eq!(
+                query.return_clause.items[0].expression,
+                ValueExpression::Literal(PropertyValue::Null),
+                "{q}"
+            );
+        }
+        let query = parse_cypher_query("MATCH (n) WITH 1 AS nullCount RETURN nullCount").unwrap();
+        assert_eq!(
+            query.return_clause.items[0].expression,
+            ValueExpression::Variable("nullCount".into())
+        );
+    }
 }
diff --git a/crates/lance-graph/src/pattern_alternatives.rs b/crates/lance-graph/src/pattern_alternatives.rs
new file mode 100644
index 0000000..af1adf2
--- /dev/null
+++ b/crates/lance-graph/src/pattern_alternatives.rs
@@ -0,0 +1,551 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The Lance Authors
+
+//! Relationship-type alternation (`-[:A|B]->`) and multi-label nodes (`(m:Post:Comment)`).
+//!
+//! A MATCH clause that uses either is rewritten into branches with exactly one type per
+//! relationship and at most one label per node. Only combinations consistent with the
+//! configured endpoint labels ([`RelationshipMapping::source_label`]) are kept: in LDBC,
+//! `(:Post:Comment)<-[:replyOfPost|replyOfComment]-(c)` gives two branches, not four.
+//! The planner plans each branch as an ordinary pattern (so each keeps the CSR and
+//! re-rooting) and UNION ALLs them. As in Kuzu, a multi-label node means "any of these
+//! labels". Combinations that the configuration cannot pin down are an error rather
+//! than a guess, because joining an edge type to the wrong node table can silently match
+//! wrong rows whenever two labels share ids.
+//!
+//! A variable-length segment with several types (`-[:hasType|isSubclassOf*1..20]->`) is
+//! first unrolled into one fixed-length path per sequence of types whose endpoint labels
+//! chain (LDBC IC12: `hasType` from the Tag, then only `isSubclassOf` between Tagclasses),
+//! and each of those paths then goes through the same branching.
+//!
+//! [`RelationshipMapping::source_label`]: crate::config::RelationshipMapping::source_label
+
+use std::collections::HashMap;
+
+use crate::ast::{
+    GraphPattern, NodePattern, PathSegment, RelationshipDirection, RelationshipPattern,
+};
+use crate::config::GraphConfig;
+use crate::error::{GraphError, Result};
+
+/// Branch limit, so a pattern full of alternatives can't explode the plan.
+const MAX_BRANCHES: usize = 64;
+
+/// True when any relationship has several types or any node several labels.
+pub fn needs_expansion(patterns: &[GraphPattern]) -> bool {
+    let nodes_multi = |n: &NodePattern| n.labels.len() > 1;
+    patterns.iter().any(|p| match p {
+        GraphPattern::Node(n) => nodes_multi(n),
+        GraphPattern::Path(path) => {
+            nodes_multi(&path.start_node)
+                || path
+                    .segments
+                    .iter()
+                    .any(|s| s.relationship.types.len() > 1 || nodes_multi(&s.end_node))
+        }
+    })
+}
+
+/// One relationship occurrence: the node slots at its two ends, as written.
+struct Rel {
+    left: usize,
+    right: usize,
+    direction: RelationshipDirection,
+    types: Vec<String>,
+}
+
+/// Rewrite `patterns` into its consistent single-type, single-label branches.
+///
+/// `bound` holds labels of variables bound by earlier clauses; they are fixed.
+pub fn expand(
+    patterns: &[GraphPattern],
+    config: &GraphConfig,
+    bound: &HashMap<String, String>,
+) -> Result<Vec<Vec<GraphPattern>>> {
+    if let Some(variants) = unroll_variable_length_alternation(patterns, config, bound)? {
+        let mut branches = Vec::new();
+        for variant in variants {
+            branches.extend(expand(&variant, config, bound)?);
+            if branches.len() > MAX_BRANCHES {
+                return Err(too_many());
+            }
+        }
+        return Ok(branches);
+    }
+    // Node slots: one per named variable, one per anonymous node occurrence.
+    let mut allowed: Vec<Option<Vec<String>>> = Vec::new();
+    let mut named: HashMap<String, usize> = HashMap::new();
+    let mut occurrence_slots: Vec<usize> = Vec::new();
+    let mut slot = |node: &NodePattern, allowed: &mut Vec<Option<Vec<String>>>| -> usize {
+        let id = match &node.variable {
+            Some(v) => *named.entry(v.clone()).or_insert_with(|| {
+                allowed.push(bound.get(v).map(|l| vec![l.clone()]));
+                allowed.len() - 1
+            }),
+            None => {
+                allowed.push(None);
+                allowed.len() - 1
+            }
+        };
+        if !node.labels.is_empty() {
+            allowed[id] = Some(match allowed[id].take() {
+                None => node.labels.clone(),
+                Some(prev) => prev
+                    .into_iter()
+                    .filter(|l| node.labels.iter().any(|n| n.eq_ignore_ascii_case(l)))
+                    .collect(),
+            });
+        }
+        occurrence_slots.push(id);
+        id
+    };
+    let mut rels = Vec::new();
+    for pattern in patterns {
+        match pattern {
+            GraphPattern::Node(n) => {
+                slot(n, &mut allowed);
+            }
+            GraphPattern::Path(path) => {
+                let mut left = slot(&path.start_node, &mut allowed);
+                for segment in &path.segments {
+                    let rel = &segment.relationship;
+                    let right = slot(&segment.end_node, &mut allowed);
+                    rels.push(Rel {
+                        left,
+                        right,
+                        direction: rel.direction.clone(),
+                        types: rel.types.clone(),
+                    });
+                    left = right;
+                }
+            }
+        }
+    }
+
+    let endpoints = |t: &str| {
+        config
+            .get_relationship_mapping(t)
+            .and_then(|m| Some((m.source_label.clone()?, m.target_label.clone()?)))
+    };
+    // Candidate labels per slot: as written, else every endpoint label adjacent types allow.
+    let candidates: Vec<Vec<Option<String>>> = allowed
+        .iter()
+        .enumerate()
+        .map(|(id, allowed)| match allowed {
+            Some(labels) => labels.iter().cloned().map(Some).collect(),
+            None => {
+                let mut labels: Vec<Option<String>> = Vec::new();
+                for rel in rels.iter().filter(|r| r.left == id || r.right == id) {
+                    for (src, dst) in rel.types.iter().filter_map(|t| endpoints(t)) {
+                        for label in end_labels(rel, id, src, dst) {
+                            if !labels
+                                .iter()
+                                .flatten()
+                                .any(|l| l.eq_ignore_ascii_case(&label))
+                            {
+                                labels.push(Some(label));
+                            }
+                        }
+                    }
+                }
+                if labels.is_empty() {
+                    labels.push(None); // unlabeled, as written
+                }
+                labels
+            }
+        })
+        .collect();
+    for (id, labels) in candidates.iter().enumerate() {
+        if labels.is_empty() {
+            return Err(plan_error(
+                "a node's labels contradict an earlier binding".into(),
+            ));
+        }
+        // Several candidates must be told apart by endpoint labels on every adjacent type.
+        if labels.len() > 1 {
+            for rel in rels.iter().filter(|r| r.left == id || r.right == id) {
+                if let Some(t) = rel.types.iter().find(|t| endpoints(t).is_none()) {
+                    return Err(plan_error(format!(
+                        "relationship type '{t}' needs endpoint labels (GraphConfig \
+                         with_relationship_endpoints) to be planned next to a node that can \
+                         have several labels"
+                    )));
+                }
+            }
+        }
+    }
+
+    let total = rels
+        .iter()
+        .map(|r| r.types.len())
+        .chain(candidates.iter().map(Vec::len))
+        .try_fold(1usize, |acc, n| acc.checked_mul(n))
+        .filter(|&n| n <= MAX_BRANCHES)
+        .ok_or_else(too_many)?;
+
+    let mut branches = Vec::new();
+    for combo in 0..total {
+        // Mixed-radix decode: relationship types first, then slot labels.
+        let mut rest = combo;
+        let mut pick = |n: usize| {
+            let i = rest % n;
+            rest /= n;
+            i
+        };
+        let types: Vec<&str> = rels
+            .iter()
+            .map(|r| r.types[pick(r.types.len())].as_str())
+            .collect();
+        let labels: Vec<Option<&str>> = candidates
+            .iter()
+            .map(|c| c[pick(c.len())].as_deref())
+            .collect();
+        let consistent = rels.iter().zip(&types).all(|(rel, t)| match endpoints(t) {
+            None => true,
+            Some((src, dst)) => {
+                let fits = |slot: usize, want: &str| {
+                    labels[slot].is_none_or(|l| l.eq_ignore_ascii_case(want))
+                };
+                match rel.direction {
+                    RelationshipDirection::Outgoing => {
+                        fits(rel.left, &src) && fits(rel.right, &dst)
+                    }
+                    RelationshipDirection::Incoming => {
+                        fits(rel.left, &dst) && fits(rel.right, &src)
+                    }
+                    RelationshipDirection::Undirected => {
+                        (fits(rel.left, &src) && fits(rel.right, &dst))
+                            || (fits(rel.left, &dst) && fits(rel.right, &src))
+                    }
+                }
+            }
+        });
+        if consistent {
+            branches.push(rewrite(patterns, &occurrence_slots, &labels, &types));
+        }
+    }
+    if branches.is_empty() {
+        return Err(plan_error(
+            "no combination of relationship types and labels in this pattern is consistent \
+             with the configured endpoint labels"
+                .into(),
+        ));
+    }
+    Ok(branches)
+}
+
+/// The first variable-length segment with several types, replaced by each fixed-length path
+/// it can match: per hop count in its range, every sequence of types whose endpoint labels
+/// chain from the segment's start node to its end node. `None` when there is no such
+/// segment. Every type needs endpoint labels, since they decide which types may follow.
+fn unroll_variable_length_alternation(
+    patterns: &[GraphPattern],
+    config: &GraphConfig,
+    bound: &HashMap<String, String>,
+) -> Result<Option<Vec<Vec<GraphPattern>>>> {
+    let found = patterns
+        .iter()
+        .enumerate()
+        .find_map(|(p, pattern)| match pattern {
+            GraphPattern::Path(path) => path
+                .segments
+                .iter()
+                .position(|s| s.relationship.length.is_some() && s.relationship.types.len() > 1)
+                .map(|i| (p, path, i)),
+            GraphPattern::Node(_) => None,
+        });
+    let Some((p, path, i)) = found else {
+        return Ok(None);
+    };
+    let rel = &path.segments[i].relationship;
+    if rel.variable.is_some() || rel.direction == RelationshipDirection::Undirected {
+        return Err(unsupported(
+            "relationship-type alternation in an undirected or named variable-length pattern",
+        ));
+    }
+    let mut ends = Vec::with_capacity(rel.types.len());
+    for t in &rel.types {
+        let m = config.get_relationship_mapping(t);
+        let (Some(src), Some(dst)) = (
+            m.and_then(|m| m.source_label.clone()),
+            m.and_then(|m| m.target_label.clone()),
+        ) else {
+            return Err(plan_error(format!(
+                "relationship type '{t}' needs endpoint labels (GraphConfig \
+                 with_relationship_endpoints) for alternation in a variable-length pattern"
+            )));
+        };
+        // Labels in traversal order: the segment is read from its left node.
+        ends.push(match rel.direction {
+            RelationshipDirection::Incoming => (t.clone(), dst, src),
+            _ => (t.clone(), src, dst),
+        });
+    }
+    let node_labels = |node: &NodePattern| -> Vec<String> {
+        match node.variable.as_ref().and_then(|v| bound.get(v)) {
+            Some(label) => vec![label.clone()],
+            None => node.labels.clone(),
+        }
+    };
+    let left = if i == 0 {
+        &path.start_node
+    } else {
+        &path.segments[i - 1].end_node
+    };
+    let (starts, finishes) = (node_labels(left), node_labels(&path.segments[i].end_node));
+    let fits = |labels: &[String], label: &str| {
+        labels.is_empty() || labels.iter().any(|l| l.eq_ignore_ascii_case(label))
+    };
+    let range = rel.length.as_ref().expect("a variable-length segment");
+    let min = range.min.unwrap_or(1).max(1);
+    let max = range.max.unwrap_or(crate::MAX_VARIABLE_LENGTH_HOPS);
+    if max > crate::MAX_VARIABLE_LENGTH_HOPS {
+        return Err(unsupported(&format!(
+            "variable-length paths longer than {} hops",
+            crate::MAX_VARIABLE_LENGTH_HOPS
+        )));
+    }
+    // Depth-first over (type, label after the hop) sequences.
+    let mut sequences: Vec<Vec<(String, String)>> = Vec::new();
+    let mut stack: Vec<Vec<(String, String)>> = vec![vec![]];
+    while let Some(prefix) = stack.pop() {
+        let hops = prefix.len() as u32;
+        let at = prefix.last().map(|(_, label)| label.clone());
+        if hops >= min && at.as_deref().is_some_and(|l| fits(&finishes, l)) {
+            sequences.push(prefix.clone());
+            if sequences.len() > MAX_BRANCHES {
+                return Err(too_many());
+            }
+        }
+        if hops == max {
+            continue;
+        }
+        for (t, from, to) in &ends {
+            let chains = match &at {
+                None => fits(&starts, from),
+                Some(label) => label.eq_ignore_ascii_case(from),
+            };
+            if chains {
+                let mut next = prefix.clone();
+                next.push((t.clone(), to.clone()));
+                stack.push(next);
+            }
+        }
+    }
+    if sequences.is_empty() {
+        return Err(plan_error(
+            "no sequence of relationship types in the variable-length pattern chains its \
+             endpoint labels"
+                .into(),
+        ));
+    }
+    let variants = sequences
+        .into_iter()
+        .map(|sequence| {
+            let last = sequence.len() - 1;
+            let hops = sequence
+                .into_iter()
+                .enumerate()
+                .map(|(h, (t, label))| PathSegment {
+                    relationship: RelationshipPattern {
+                        types: vec![t],
+                        length: None,
+                        ..rel.clone()
+                    },
+                    end_node: if h == last {
+                        path.segments[i].end_node.clone()
+                    } else {
+                        NodePattern {
+                            variable: None,
+                            labels: vec![label],
+                            properties: HashMap::new(),
+                        }
+                    },
+                });
+            let mut unrolled = path.clone();
+            unrolled.segments.splice(i..=i, hops);
+            let mut variant = patterns.to_vec();
+            variant[p] = GraphPattern::Path(unrolled);
+            variant
+        })
+        .collect();
+    Ok(Some(variants))
+}
+
+fn too_many() -> GraphError {
+    plan_error(format!(
+        "pattern has more than {MAX_BRANCHES} combinations of relationship types and labels"
+    ))
+}
+
+/// The labels slot `id` may take at its end of `rel`, given the type's endpoints.
+fn end_labels(rel: &Rel, id: usize, src: String, dst: String) -> Vec<String> {
+    let (left, right) = match rel.direction {
+        RelationshipDirection::Outgoing => (vec![src], vec![dst]),
+        RelationshipDirection::Incoming => (vec![dst], vec![src]),
+        RelationshipDirection::Undirected => (vec![src.clone(), dst.clone()], vec![src, dst]),
+    };
+    if rel.left == id {
+        left
+    } else {
+        right
+    }
+}
+
+/// `patterns` with each node occurrence given its slot's label and each relationship its type.
+fn rewrite(
+    patterns: &[GraphPattern],
+    occurrence_slots: &[usize],
+    labels: &[Option<&str>],
+    types: &[&str],
+) -> Vec<GraphPattern> {
+    let mut occurrences = occurrence_slots.iter();
+    let mut types = types.iter();
+    let mut relabel = |node: &NodePattern| NodePattern {
+        labels: labels[*occurrences.next().expect("one slot per node occurrence")]
+            .map(|l| vec![l.to_string()])
+            .unwrap_or_default(),
+        ..node.clone()
+    };
+    patterns
+        .iter()
+        .map(|p| match p {
+            GraphPattern::Node(n) => GraphPattern::Node(relabel(n)),
+            GraphPattern::Path(path) => {
+                let mut path = path.clone();
+                path.start_node = relabel(&path.start_node);
+                for segment in &mut path.segments {
+                    segment.relationship.types =
+                        vec![types.next().expect("one type per relationship").to_string()];
+                    segment.end_node = relabel(&segment.end_node);
+                }
+                GraphPattern::Path(path)
+            }
+        })
+        .collect()
+}
+
+fn plan_error(message: String) -> GraphError {
+    GraphError::PlanError {
+        message,
+        location: snafu::Location::new(file!(), line!(), column!()),
+    }
+}
+
+fn unsupported(feature: &str) -> GraphError {
+    GraphError::UnsupportedFeature {
+        feature: feature.to_string(),
+        location: snafu::Location::new(file!(), line!(), column!()),
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::ast::ReadingClause;
+    use crate::parser::parse_cypher_query;
+
+    fn ldbc_config() -> GraphConfig {
+        let mut b = GraphConfig::builder();
+        for label in ["Person", "Post", "Comment"] {
+            b = b.with_node_label(label, "id");
+        }
+        for (t, s, d) in [
+            ("postHasCreator", "Post", "Person"),
+            ("commentHasCreator", "Comment", "Person"),
+            ("replyOfPost", "Comment", "Post"),
+            ("replyOfComment", "Comment", "Comment"),
+        ] {
+            b = b
+                .with_relationship(t, "src", "dst")
+                .with_relationship_endpoints(t, s, d);
+        }
+        b = b.with_relationship("knows", "src", "dst");
+        b.build().unwrap()
+    }
+
+    fn branches(query: &str) -> Result<Vec<String>> {
+        let ast = parse_cypher_query(query).unwrap();
+        let ReadingClause::Match(m) = &ast.reading_clauses[0] else {
+            panic!("not a MATCH")
+        };
+        let out = expand(&m.patterns, &ldbc_config(), &HashMap::new())?;
+        Ok(out.iter().map(|b| describe(b)).collect())
+    }
+
+    /// Compact "label-type-label..." form of one branch's first path.
+    fn describe(patterns: &[GraphPattern]) -> String {
+        let label = |n: &NodePattern| n.labels.first().cloned().unwrap_or("_".into());
+        match &patterns[0] {
+            GraphPattern::Node(n) => label(n),
+            GraphPattern::Path(p) => p.segments.iter().fold(label(&p.start_node), |acc, s| {
+                format!("{acc}-{}-{}", s.relationship.types[0], label(&s.end_node))
+            }),
+        }
+    }
+
+    #[test]
+    fn alternation_pairs_types_with_their_endpoint_labels() {
+        let mut got = branches(
+            "MATCH (p:Person)<-[:postHasCreator|commentHasCreator]-(m)\
+             <-[:replyOfPost|replyOfComment]-(c:Comment) RETURN c",
+        )
+        .unwrap();
+        got.sort();
+        assert_eq!(
+            got,
+            [
+                "Person-commentHasCreator-Comment-replyOfComment-Comment",
+                "Person-postHasCreator-Post-replyOfPost-Comment",
+            ]
+        );
+    }
+
+    #[test]
+    fn multi_label_node_alone_is_a_union_of_scans() {
+        assert_eq!(
+            branches("MATCH (m:Post:Comment) RETURN m").unwrap(),
+            ["Post", "Comment"]
+        );
+    }
+
+    #[test]
+    fn written_labels_restrict_the_branches() {
+        assert_eq!(
+            branches("MATCH (p:Person)<-[:postHasCreator|commentHasCreator]-(m:Post) RETURN m")
+                .unwrap(),
+            ["Person-postHasCreator-Post"]
+        );
+    }
+
+    #[test]
+    fn missing_endpoints_and_variable_length_alternation_are_errors() {
+        // `knows` has no endpoint labels, so the multi-label end can't be resolved.
+        assert!(branches("MATCH (a:Person)-[:knows]->(m:Post:Comment) RETURN m").is_err());
+        // Undirected variable-length alternation is not supported.
+        assert!(branches("MATCH (a)-[:replyOfPost|replyOfComment*1..2]-(m) RETURN m").is_err());
+        // Contradictory: postHasCreator never starts at a Comment.
+        assert!(branches(
+            "MATCH (p:Person)<-[:postHasCreator|postHasCreator]-(m:Comment) RETURN m"
+        )
+        .is_err());
+    }
+
+    #[test]
+    fn variable_length_alternation_unrolls_chaining_type_sequences() {
+        // Comment -replyOfComment-> Comment ... -replyOfPost-> Post: only sequences of
+        // replyOfComment hops ending in one replyOfPost reach a Post.
+        let mut got =
+            branches("MATCH (c:Comment)-[:replyOfComment|replyOfPost*1..3]->(p:Post) RETURN p")
+                .unwrap();
+        got.sort();
+        assert_eq!(
+            got,
+            [
+                "Comment-replyOfComment-Comment-replyOfComment-Comment-replyOfPost-Post",
+                "Comment-replyOfComment-Comment-replyOfPost-Post",
+                "Comment-replyOfPost-Post",
+            ]
+        );
+    }
+}
diff --git a/crates/lance-graph/src/pattern_order.rs b/crates/lance-graph/src/pattern_order.rs
new file mode 100644
index 0000000..ca51280
--- /dev/null
+++ b/crates/lance-graph/src/pattern_order.rs
@@ -0,0 +1,536 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The Lance Authors
+
+//! Choose where a MATCH clause's patterns start, so traversal begins at the most
+//! selective node.
+//!
+//! The logical planner scans each path's first node and expands left to right, so
+//! `MATCH (f:Forum)-[:hasMember]->(p:Person) WHERE p.id = 42` expands every forum's
+//! memberships before the filter on `p` runs. The join path partly recovers because
+//! DataFusion pushes the filter below the join, but a CSR expansion cannot.
+//! [`reorder_patterns`] rewrites the patterns into an
+//! equivalent traversal that starts at the best-scoring node, walking segments
+//! backwards where needed (an outgoing edge walked from its target is incoming).
+//!
+//! Semantics are unchanged: the same edges with the same endpoints, labels,
+//! relationship properties and variables are matched, and the WHERE clause is still
+//! applied in full above the match. Only the traversal order differs.
+
+use std::collections::{HashMap, HashSet};
+
+use crate::ast::{
+    BooleanExpression, ComparisonOperator, GraphPattern, NodePattern, PathPattern, PathSegment,
+    RelationshipDirection, RelationshipPattern, ValueExpression,
+};
+use crate::config::GraphConfig;
+
+/// How strongly the conditions on one node narrow it down. Ordered: higher is more selective.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
+enum Selectivity {
+    None,
+    /// `IS NULL`, `IS NOT NULL`, `<>`, `NOT ...`
+    Weak,
+    /// Ranges, `IN`, `CONTAINS`, `STARTS WITH`, `LIKE`, ...
+    Range,
+    /// Equality on a non-id property
+    Equality,
+    /// Equality on the node's id column
+    IdEquality,
+}
+
+/// The patterns rewritten to start at their most selective node, or `None` to keep them.
+///
+/// Returns `None` (plan as written) when no node beats the textual start, or when
+/// the patterns are outside what this rewrite handles: variable-length segments,
+/// more than one connected component, or bare node patterns.
+pub(crate) fn reorder_patterns(
+    patterns: &[GraphPattern],
+    filter: Option<&BooleanExpression>,
+    config: &GraphConfig,
+) -> Option<Vec<GraphPattern>> {
+    let graph = PatternGraph::from_patterns(patterns)?;
+    if graph.edges.is_empty() || !graph.is_connected() {
+        return None;
+    }
+
+    let mut scores: HashMap<&str, Selectivity> = HashMap::new();
+    for node in &graph.nodes {
+        let id_field = node
+            .labels
+            .first()
+            .and_then(|label| config.get_node_mapping(label))
+            .map(|m| m.id_field.as_str());
+        let inline = node.properties.keys().map(|property| match id_field {
+            Some(id) if id.eq_ignore_ascii_case(property) => Selectivity::IdEquality,
+            _ => Selectivity::Equality,
+        });
+        let filtered = filter
+            .into_iter()
+            .flat_map(conjuncts)
+            .filter_map(|conjunct| score_conjunct(conjunct, name(node), id_field));
+        let best = inline.chain(filtered).max().unwrap_or(Selectivity::None);
+        scores.insert(name(node), best);
+    }
+
+    // Ties keep the earliest node in the text, so equal scores never reorder.
+    let textual_start = name(&graph.nodes[0]);
+    let start = graph
+        .nodes
+        .iter()
+        .map(name)
+        .fold(textual_start, |best, candidate| {
+            if scores[candidate] > scores[best] {
+                candidate
+            } else {
+                best
+            }
+        });
+    if start == textual_start {
+        return None;
+    }
+    Some(graph.traverse_from(start))
+}
+
+/// A graph node's variable; [`PatternGraph`] names every node, anonymous ones included.
+fn name(node: &NodePattern) -> &str {
+    node.variable
+        .as_deref()
+        .expect("PatternGraph names every node")
+}
+
+/// The top-level `AND` conjuncts of a predicate.
+fn conjuncts(expr: &BooleanExpression) -> Vec<&BooleanExpression> {
+    match expr {
+        BooleanExpression::And(left, right) => {
+            let mut out = conjuncts(left);
+            out.extend(conjuncts(right));
+            out
+        }
+        other => vec![other],
+    }
+}
+
+/// Selectivity of `conjunct` for `variable`, if it constrains only that variable.
+fn score_conjunct(
+    conjunct: &BooleanExpression,
+    variable: &str,
+    id_field: Option<&str>,
+) -> Option<Selectivity> {
+    let mut variables = HashSet::new();
+    boolean_variables(conjunct, &mut variables);
+    if variables.len() != 1 || !variables.contains(variable) {
+        return None;
+    }
+    Some(match conjunct {
+        BooleanExpression::PatternExists { .. } => return None,
+        BooleanExpression::Comparison {
+            left,
+            operator: ComparisonOperator::Equal,
+            right,
+        } => {
+            let property = match (left, right) {
+                (ValueExpression::Property(p), other) | (other, ValueExpression::Property(p))
+                    if is_constant(other) =>
+                {
+                    Some(p.property.as_str())
+                }
+                _ => None,
+            };
+            match (property, id_field) {
+                (Some(p), Some(id)) if p.eq_ignore_ascii_case(id) => Selectivity::IdEquality,
+                (Some(_), _) => Selectivity::Equality,
+                (None, _) => Selectivity::Range,
+            }
+        }
+        BooleanExpression::Comparison {
+            operator: ComparisonOperator::NotEqual,
+            ..
+        } => Selectivity::Weak,
+        BooleanExpression::Comparison { .. }
+        | BooleanExpression::In { .. }
+        | BooleanExpression::Like { .. }
+        | BooleanExpression::ILike { .. }
+        | BooleanExpression::Contains { .. }
+        | BooleanExpression::StartsWith { .. }
+        | BooleanExpression::EndsWith { .. }
+        | BooleanExpression::Or(..) => Selectivity::Range,
+        BooleanExpression::Not(_)
+        | BooleanExpression::IsNull(_)
+        | BooleanExpression::IsNotNull(_)
+        | BooleanExpression::Exists(_)
+        | BooleanExpression::And(..) => Selectivity::Weak,
+    })
+}
+
+fn is_constant(expr: &ValueExpression) -> bool {
+    matches!(
+        expr,
+        ValueExpression::Literal(_) | ValueExpression::Parameter(_)
+    )
+}
+
+fn boolean_variables<'a>(expr: &'a BooleanExpression, out: &mut HashSet<&'a str>) {
+    match expr {
+        // A subquery says nothing about how selective one variable is.
+        BooleanExpression::PatternExists { .. } => {}
+        BooleanExpression::Comparison { left, right, .. } => {
+            value_variables(left, out);
+            value_variables(right, out);
+        }
+        BooleanExpression::And(a, b) | BooleanExpression::Or(a, b) => {
+            boolean_variables(a, out);
+            boolean_variables(b, out);
+        }
+        BooleanExpression::Not(inner) => boolean_variables(inner, out),
+        BooleanExpression::Exists(p) => {
+            out.insert(p.variable.as_str());
+        }
+        BooleanExpression::In { expression, list } => {
+            value_variables(expression, out);
+            list.iter().for_each(|v| value_variables(v, out));
+        }
+        BooleanExpression::Like { expression, .. }
+        | BooleanExpression::ILike { expression, .. }
+        | BooleanExpression::Contains { expression, .. }
+        | BooleanExpression::StartsWith { expression, .. }
+        | BooleanExpression::EndsWith { expression, .. }
+        | BooleanExpression::IsNull(expression)
+        | BooleanExpression::IsNotNull(expression) => value_variables(expression, out),
+    }
+}
+
+fn value_variables<'a>(expr: &'a ValueExpression, out: &mut HashSet<&'a str>) {
+    match expr {
+        ValueExpression::Variable(v) => {
+            out.insert(v.as_str());
+        }
+        ValueExpression::Property(p) => {
+            out.insert(p.variable.as_str());
+        }
+        ValueExpression::ScalarFunction { args, .. }
+        | ValueExpression::AggregateFunction { args, .. } => {
+            args.iter().for_each(|a| value_variables(a, out));
+        }
+        ValueExpression::Arithmetic { left, right, .. }
+        | ValueExpression::VectorDistance { left, right, .. }
+        | ValueExpression::VectorSimilarity { left, right, .. } => {
+            value_variables(left, out);
+            value_variables(right, out);
+        }
+        ValueExpression::Case { whens, otherwise } => {
+            for (condition, then) in whens {
+                boolean_variables(condition, out);
+                value_variables(then, out);
+            }
+            if let Some(otherwise) = otherwise {
+                value_variables(otherwise, out);
+            }
+        }
+        ValueExpression::Literal(_)
+        | ValueExpression::Parameter(_)
+        | ValueExpression::VectorLiteral(_) => {}
+    }
+}
+
+/// A MATCH clause's patterns as nodes (in first-mention order) and edges.
+struct PatternGraph {
+    /// One entry per variable, merging labels and inline properties from every mention.
+    nodes: Vec<NodePattern>,
+    edges: Vec<Edge>,
+}
+
+struct Edge {
+    from: String,
+    relationship: RelationshipPattern,
+    to: String,
+}
+
+impl PatternGraph {
+    /// `None` for shapes this rewrite does not handle: bare node patterns and
+    /// variable-length segments.
+    fn from_patterns(patterns: &[GraphPattern]) -> Option<Self> {
+        let mut graph = Self {
+            nodes: Vec::new(),
+            edges: Vec::new(),
+        };
+        for pattern in patterns {
+            let GraphPattern::Path(path) = pattern else {
+                return None;
+            };
+            let mut from = graph.add_node(&path.start_node);
+            for segment in &path.segments {
+                if segment.relationship.length.is_some() {
+                    return None;
+                }
+                let to = graph.add_node(&segment.end_node);
+                graph.edges.push(Edge {
+                    from,
+                    relationship: segment.relationship.clone(),
+                    to: to.clone(),
+                });
+                from = to;
+            }
+        }
+        Some(graph)
+    }
+
+    /// Register a mention of a node and return its variable, naming anonymous nodes.
+    fn add_node(&mut self, node: &NodePattern) -> String {
+        let variable = node
+            .variable
+            .clone()
+            .unwrap_or_else(|| format!("_anon_{}", self.nodes.len()));
+        match self
+            .nodes
+            .iter_mut()
+            .find(|n| n.variable.as_deref() == Some(&variable))
+        {
+            Some(existing) => {
+                if existing.labels.is_empty() {
+                    existing.labels = node.labels.clone();
+                }
+                existing.properties.extend(node.properties.clone());
+            }
+            None => self.nodes.push(NodePattern {
+                variable: Some(variable.clone()),
+                ..node.clone()
+            }),
+        }
+        variable
+    }
+
+    fn is_connected(&self) -> bool {
+        let Some(first) = self.nodes.first().and_then(|n| n.variable.as_deref()) else {
+            return true;
+        };
+        let mut reached: HashSet<&str> = HashSet::from([first]);
+        let mut changed = true;
+        while changed {
+            changed = false;
+            for edge in &self.edges {
+                let (a, b) = (edge.from.as_str(), edge.to.as_str());
+                if reached.contains(a) != reached.contains(b) {
+                    reached.insert(a);
+                    reached.insert(b);
+                    changed = true;
+                }
+            }
+        }
+        reached.len() == self.nodes.len()
+    }
+
+    /// Re-emit every edge as paths that each start at an already-bound variable,
+    /// beginning at `start`. Each path keeps extending from its last node while an
+    /// unused edge touches it; edges are otherwise taken in their textual order.
+    fn traverse_from(&self, start: &str) -> Vec<GraphPattern> {
+        let mut bound: HashSet<String> = HashSet::from([start.to_string()]);
+        let mut used = vec![false; self.edges.len()];
+        let mut paths = Vec::new();
+        // Inline properties are applied where a node is first bound, once.
+        let first_mention = |variable: &str, bound: &HashSet<String>| -> NodePattern {
+            let node = self.node(variable);
+            if bound.contains(variable) {
+                NodePattern {
+                    properties: HashMap::new(),
+                    ..node.clone()
+                }
+            } else {
+                node.clone()
+            }
+        };
+
+        let mut path_start = start.to_string();
+        let mut start_node = self.node(start).clone();
+        while used.iter().any(|u| !u) {
+            let mut segments = Vec::new();
+            let mut current = path_start.clone();
+            while let Some(i) = self.next_edge(&current, &used) {
+                used[i] = true;
+                let edge = &self.edges[i];
+                let (relationship, next) = if edge.from == current {
+                    (edge.relationship.clone(), edge.to.clone())
+                } else {
+                    (reversed(&edge.relationship), edge.from.clone())
+                };
+                let end_node = first_mention(&next, &bound);
+                bound.insert(next.clone());
+                segments.push(PathSegment {
+                    relationship,
+                    end_node,
+                });
+                current = next;
+            }
+            if !segments.is_empty() {
+                paths.push(GraphPattern::Path(PathPattern {
+                    start_node,
+                    segments,
+                    shortest: None,
+                }));
+            }
+            // The next path starts at a bound node that still has an unused edge.
+            let Some(next_start) = self
+                .edges
+                .iter()
+                .zip(&used)
+                .filter(|(_, used)| !**used)
+                .find_map(|(e, _)| {
+                    [&e.from, &e.to]
+                        .into_iter()
+                        .find(|v| bound.contains(v.as_str()))
+                        .cloned()
+                })
+            else {
+                break;
+            };
+            start_node = first_mention(&next_start, &bound);
+            path_start = next_start;
+        }
+        paths
+    }
+
+    /// The first unused edge touching `variable`, in textual order.
+    fn next_edge(&self, variable: &str, used: &[bool]) -> Option<usize> {
+        self.edges
+            .iter()
+            .enumerate()
+            .find(|(i, e)| !used[*i] && (e.from == variable || e.to == variable))
+            .map(|(i, _)| i)
+    }
+
+    fn node(&self, variable: &str) -> &NodePattern {
+        self.nodes
+            .iter()
+            .find(|n| n.variable.as_deref() == Some(variable))
+            .expect("every edge endpoint is a registered node")
+    }
+}
+
+/// The same relationship pattern read from its other end.
+pub(crate) fn reversed(relationship: &RelationshipPattern) -> RelationshipPattern {
+    let direction = match relationship.direction {
+        RelationshipDirection::Outgoing => RelationshipDirection::Incoming,
+        RelationshipDirection::Incoming => RelationshipDirection::Outgoing,
+        RelationshipDirection::Undirected => RelationshipDirection::Undirected,
+    };
+    RelationshipPattern {
+        direction,
+        ..relationship.clone()
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::parser::parse_cypher_query;
+
+    fn config() -> GraphConfig {
+        GraphConfig::builder()
+            .with_node_label("Forum", "id")
+            .with_node_label("Person", "id")
+            .with_node_label("Tag", "id")
+            .with_node_label("Tagclass", "id")
+            .with_relationship("hasMember", "src", "dst")
+            .with_relationship("forumHasTag", "src", "dst")
+            .with_relationship("hasType", "src", "dst")
+            .build()
+            .unwrap()
+    }
+
+    fn reorder(cypher: &str) -> Option<String> {
+        let ast = parse_cypher_query(cypher).unwrap();
+        let crate::ast::ReadingClause::Match(clause) = &ast.reading_clauses[0] else {
+            panic!("expected MATCH");
+        };
+        let filter = ast.where_clause.as_ref().map(|w| &w.expression);
+        reorder_patterns(&clause.patterns, filter, &config()).map(|ps| describe(&ps))
+    }
+
+    /// `a>b,b<c` style summary: start variable then each hop's direction and end.
+    fn describe(patterns: &[GraphPattern]) -> String {
+        patterns
+            .iter()
+            .map(|p| {
+                let GraphPattern::Path(path) = p else {
+                    unreachable!()
+                };
+                let mut s = path.start_node.variable.clone().unwrap();
+                for seg in &path.segments {
+                    s.push(match seg.relationship.direction {
+                        RelationshipDirection::Outgoing => '>',
+                        RelationshipDirection::Incoming => '<',
+                        RelationshipDirection::Undirected => '-',
+                    });
+                    s.push_str(seg.end_node.variable.as_deref().unwrap());
+                }
+                s
+            })
+            .collect::<Vec<_>>()
+            .join(",")
+    }
+
+    #[test]
+    fn starts_at_the_filtered_end_and_reverses_segments() {
+        let q = "MATCH (f:Forum)-[:forumHasTag]->(:Tag)-[:hasType]->(tc:Tagclass) \
+                 WHERE tc.name = 'Athlete' RETURN f.id";
+        assert_eq!(reorder(q).as_deref(), Some("tc<_anon_1<f"));
+    }
+
+    #[test]
+    fn id_equality_beats_other_equality_and_patterns_restart_from_bound_nodes() {
+        let q = "MATCH (f:Forum)-[:hasMember]->(p:Person), (f)-[:forumHasTag]->(t:Tag) \
+                 WHERE p.id = 7 AND t.name = 'x' RETURN f.id";
+        assert_eq!(reorder(q).as_deref(), Some("p<f>t"));
+    }
+
+    #[test]
+    fn keeps_text_order_when_nothing_beats_the_first_node() {
+        assert_eq!(
+            reorder("MATCH (a:Person)-[:hasMember]->(b:Person) RETURN b.id"),
+            None
+        );
+        assert_eq!(
+            reorder(
+                "MATCH (f:Forum)-[:hasMember]->(p:Person) WHERE f.id = 1 AND p.id = 2 RETURN f"
+            ),
+            None
+        );
+        // Conjuncts over two variables say nothing about either one.
+        assert_eq!(
+            reorder("MATCH (f:Forum)-[:hasMember]->(p:Person) WHERE p.id = f.id RETURN f"),
+            None
+        );
+    }
+
+    #[test]
+    fn inline_properties_follow_their_node() {
+        let q = "MATCH (f:Forum)-[:forumHasTag]->(t:Tag {name: 'x'}) RETURN f.id";
+        let ast = parse_cypher_query(q).unwrap();
+        let crate::ast::ReadingClause::Match(clause) = &ast.reading_clauses[0] else {
+            panic!();
+        };
+        let out = reorder_patterns(&clause.patterns, None, &config()).unwrap();
+        let GraphPattern::Path(path) = &out[0] else {
+            panic!()
+        };
+        assert_eq!(path.start_node.variable.as_deref(), Some("t"));
+        assert!(path.start_node.properties.contains_key("name"));
+        assert!(path.segments[0].end_node.properties.is_empty());
+    }
+
+    #[test]
+    fn closing_edges_and_unsupported_shapes() {
+        // A cycle: the closing edge is emitted between two bound variables.
+        let q = "MATCH (a:Person)-[:hasMember]->(f:Forum), (f)-[:forumHasTag]->(t:Tag), \
+                 (a)-[:hasType]->(t) WHERE t.name = 'x' RETURN a";
+        assert_eq!(reorder(q).as_deref(), Some("t<f<a>t"));
+        // Variable-length segments and disconnected patterns are left alone.
+        assert_eq!(
+            reorder("MATCH (a:Person)-[:hasMember*1..2]->(b:Person) WHERE b.id = 1 RETURN a"),
+            None
+        );
+        assert_eq!(
+            reorder("MATCH (a:Person)-[:hasMember]->(b:Forum), (c:Tag)-[:hasType]->(d:Tagclass) WHERE d.id = 1 RETURN a"),
+            None
+        );
+    }
+}
diff --git a/crates/lance-graph/src/query.rs b/crates/lance-graph/src/query.rs
index e63e2a6..70313ec 100644
--- a/crates/lance-graph/src/query.rs
+++ b/crates/lance-graph/src/query.rs
@@ -125,6 +125,10 @@ pub struct CypherQuery {
     config: Option<GraphConfig>,
     /// Query parameters
     parameters: HashMap<String, serde_json::Value>,
+    /// Optional CSR adjacencies; when set, supported single-hop expansions use them
+    adjacency: Option<crate::csr_expand::AdjacencyCatalog>,
+    /// Optional mean fan-out per relationship type and direction; see [`FanOut`]
+    fan_out: Option<crate::logical_plan::FanOut>,
 }
 impl CypherQuery {
     /// Create a new Cypher query from a query string
@@ -136,6 +140,8 @@ impl CypherQuery {
             ast,
             config: None,
             parameters: HashMap::new(),
+            adjacency: None,
+            fan_out: None,
         })
     }
 
@@ -145,6 +151,23 @@ impl CypherQuery {
         self
     }
 
+    /// Plan supported single-hop expansions with CSR lookups instead of joins.
+    ///
+    /// The `SessionContext` used for execution must install
+    /// [`crate::csr_expand::CsrQueryPlanner`]. Each adjacency must be built from the
+    /// same relationship data the context serves, or results will be wrong.
+    pub fn with_adjacency(mut self, adjacency: crate::csr_expand::AdjacencyCatalog) -> Self {
+        self.adjacency = Some(adjacency);
+        self
+    }
+
+    /// Mean fan-out per relationship type and direction, so a pattern that continues
+    /// earlier rows can start from its cheaper bound end (see [`crate::logical_plan::FanOut`]).
+    pub fn with_fan_out(mut self, fan_out: crate::logical_plan::FanOut) -> Self {
+        self.fan_out = Some(fan_out);
+        self
+    }
+
     /// Add a parameter to the query
     pub fn with_parameter<K, V>(mut self, key: K, value: V) -> Self
     where
@@ -538,17 +561,9 @@ impl CypherQuery {
     ) -> Result<arrow::record_batch::RecordBatch> {
         use arrow::compute::concat_batches;
 
-        // Create logical plans (phases 1-3)
-        let (_logical_plan, df_logical_plan) = self.create_logical_plans(catalog)?;
-
-        // Execute the DataFusion plan (phase 4)
-        let df = ctx
-            .execute_logical_plan(df_logical_plan)
-            .await
-            .map_err(|e| GraphError::ExecutionError {
-                message: format!("Failed to execute DataFusion plan: {}", e),
-                location: snafu::Location::new(file!(), line!(), column!()),
-            })?;
+        let df = self
+            .dataframe_with_catalog_and_context(catalog, ctx)
+            .await?;
 
         // Get schema before collecting (in case result is empty)
         let result_schema = df.schema().inner().clone();
@@ -573,6 +588,51 @@ impl CypherQuery {
         })
     }
 
+    /// Execute query with an explicit catalog and session context, returning a stream.
+    ///
+    /// Unlike [`Self::execute_with_catalog_and_context`], results are not collected:
+    /// batches are produced as the consumer polls, so memory is bounded by the plan's
+    /// operators (scans and filters stream; joins, sorts and aggregates may buffer).
+    pub async fn execute_stream_with_catalog_and_context(
+        &self,
+        catalog: std::sync::Arc<dyn lance_graph_catalog::GraphSourceCatalog>,
+        ctx: datafusion::execution::context::SessionContext,
+    ) -> Result<datafusion::physical_plan::SendableRecordBatchStream> {
+        let df = self
+            .dataframe_with_catalog_and_context(catalog, ctx)
+            .await?;
+        df.execute_stream()
+            .await
+            .map_err(|e| GraphError::ExecutionError {
+                message: format!("Failed to start query stream: {}", e),
+                location: snafu::Location::new(file!(), line!(), column!()),
+            })
+    }
+
+    /// Explain the plan with an explicit catalog and session context.
+    pub async fn explain_with_catalog_and_context(
+        &self,
+        catalog: std::sync::Arc<dyn lance_graph_catalog::GraphSourceCatalog>,
+        ctx: datafusion::execution::context::SessionContext,
+    ) -> Result<String> {
+        self.explain_internal(catalog, ctx).await
+    }
+
+    /// Plan the query (phases 1-3) and hand it to DataFusion (phase 4) without executing.
+    async fn dataframe_with_catalog_and_context(
+        &self,
+        catalog: std::sync::Arc<dyn lance_graph_catalog::GraphSourceCatalog>,
+        ctx: datafusion::execution::context::SessionContext,
+    ) -> Result<datafusion::dataframe::DataFrame> {
+        let (_logical_plan, df_logical_plan) = self.create_logical_plans(catalog)?;
+        ctx.execute_logical_plan(df_logical_plan)
+            .await
+            .map_err(|e| GraphError::ExecutionError {
+                message: format!("Failed to execute DataFusion plan: {}", e),
+                location: snafu::Location::new(file!(), line!(), column!()),
+            })
+    }
+
     /// Execute using the DataFusion planner with in-memory datasets
     ///
     /// # Overview
@@ -830,12 +890,13 @@ impl CypherQuery {
         }
 
         // Phase 2: Graph Logical Plan
-        let mut logical_planner = LogicalPlanner::new(config);
+        let mut logical_planner = LogicalPlanner::new(config).with_fan_out(self.fan_out.as_ref());
         // Use the transformed AST (with parameters substituted)
         let logical_plan = logical_planner.plan(&semantic.ast)?;
 
         // Phase 3: DataFusion Logical Plan
-        let df_planner = DataFusionPlanner::with_catalog(config.clone(), catalog);
+        let mut df_planner = DataFusionPlanner::with_catalog(config.clone(), catalog);
+        df_planner.adjacency = self.adjacency.clone();
         let df_logical_plan = df_planner.plan(&logical_plan)?;
 
         Ok((logical_plan, df_logical_plan))
@@ -1163,6 +1224,8 @@ impl CypherQueryBuilder {
 
         let match_clause = crate::ast::MatchClause {
             patterns: vec![crate::ast::GraphPattern::Node(node)],
+            optional: false,
+            where_clause: None,
         };
 
         self.match_clauses.push(match_clause);
@@ -1233,6 +1296,7 @@ impl CypherQueryBuilder {
             with_clause: None, // WITH not supported via builder yet
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: crate::ast::ReturnClause {
                 distinct: self.distinct,
                 items: self.return_items,
@@ -1256,6 +1320,8 @@ impl CypherQueryBuilder {
             ast,
             config: self.config,
             parameters: self.parameters,
+            adjacency: None,
+            fan_out: None,
         };
 
         Ok(query)
diff --git a/crates/lance-graph/src/semantic.rs b/crates/lance-graph/src/semantic.rs
index c1b6402..6d51d7a 100644
--- a/crates/lance-graph/src/semantic.rs
+++ b/crates/lance-graph/src/semantic.rs
@@ -143,6 +143,32 @@ impl SemanticAnalyzer {
             }
         }
 
+        // Later WITH stages: the same three checks as the first stage, in order.
+        for stage in &analyzed_query.further_with_stages {
+            self.current_scope = ScopeType::With;
+            if let Err(e) = self.analyze_with_clause(&stage.with_clause) {
+                errors.push(format!("WITH clause error: {}", e));
+            }
+            self.current_scope = ScopeType::Match;
+            for clause in &stage.reading_clauses {
+                let result = match clause {
+                    ReadingClause::Match(match_clause) => self.analyze_match_clause(match_clause),
+                    ReadingClause::Unwind(unwind_clause) => {
+                        self.analyze_unwind_clause(unwind_clause)
+                    }
+                };
+                if let Err(e) = result {
+                    errors.push(format!("Post-WITH reading clause error: {}", e));
+                }
+            }
+            if let Some(where_clause) = &stage.where_clause {
+                self.current_scope = ScopeType::PostWithWhere;
+                if let Err(e) = self.analyze_where_clause(where_clause) {
+                    errors.push(format!("Post-WITH WHERE clause error: {}", e));
+                }
+            }
+        }
+
         // Phase 5: Validate RETURN clause
         self.current_scope = ScopeType::Return;
         if let Err(e) = self.analyze_return_clause(&analyzed_query.return_clause) {
@@ -176,6 +202,9 @@ impl SemanticAnalyzer {
         for pattern in &match_clause.patterns {
             self.analyze_graph_pattern(pattern)?;
         }
+        if let Some(where_clause) = &match_clause.where_clause {
+            self.analyze_where_clause(where_clause)?;
+        }
         Ok(())
     }
 
@@ -231,6 +260,12 @@ impl SemanticAnalyzer {
                     // Register end node
                     self.register_node_variable(&segment.end_node)?;
                 }
+                if let Some(path_var) = path.shortest.as_ref().and_then(|s| s.variable.as_ref()) {
+                    self.register_projection_alias(path_var);
+                    if let Some(info) = self.variables.get_mut(&path_var.to_lowercase()) {
+                        info.variable_type = VariableType::Path;
+                    }
+                }
             }
         }
         Ok(())
@@ -328,6 +363,17 @@ impl SemanticAnalyzer {
             BooleanExpression::Exists(prop_ref) => {
                 self.validate_property_reference(prop_ref)?;
             }
+            BooleanExpression::PatternExists {
+                patterns,
+                where_clause,
+            } => {
+                for pattern in patterns {
+                    self.analyze_graph_pattern(pattern)?;
+                }
+                if let Some(w) = where_clause {
+                    self.analyze_boolean_expression(w)?;
+                }
+            }
             BooleanExpression::In { expression, list } => {
                 self.analyze_value_expression(expression)?;
                 for item in list {
@@ -393,11 +439,46 @@ impl SemanticAnalyzer {
                             });
                         }
                     }
+                    "date_part" | "to_epoch_ms" | "length" | "nodes" | "size" | "range"
+                    | "__index" => {
+                        let want = match function_name.as_str() {
+                            "date_part" | "range" | "__index" => 2,
+                            _ => 1,
+                        };
+                        if args.len() != want {
+                            return Err(GraphError::PlanError {
+                                message: format!(
+                                    "{} requires exactly {} argument(s), got {}",
+                                    name.to_uppercase(),
+                                    want,
+                                    args.len()
+                                ),
+                                location: snafu::Location::new(file!(), line!(), column!()),
+                            });
+                        }
+                    }
+                    "__list" => {}
+                    "tostring" => {
+                        if args.len() != 1 {
+                            return Err(GraphError::PlanError {
+                                message: "TOSTRING requires exactly 1 argument".to_string(),
+                                location: snafu::Location::new(file!(), line!(), column!()),
+                            });
+                        }
+                    }
+                    "coalesce" => {
+                        if args.is_empty() {
+                            return Err(GraphError::PlanError {
+                                message: "COALESCE requires at least 1 argument".to_string(),
+                                location: snafu::Location::new(file!(), line!(), column!()),
+                            });
+                        }
+                    }
                     _ => {
                         // Unknown scalar function - reject early with helpful error
                         return Err(GraphError::UnsupportedFeature {
                             feature: format!(
-                                "Cypher function '{}' is not implemented. Supported scalar functions: toLower, lower, toUpper, upper. Supported aggregate functions: COUNT, SUM, AVG, MIN, MAX, COLLECT.",
+                                "Cypher function '{}' is not implemented. Supported scalar functions: toLower, lower, toUpper, upper, toString, coalesce, date_part, to_epoch_ms, length, nodes, size, range. Supported aggregate functions: COUNT, SUM, AVG, MIN, MAX, COLLECT.",
                                 name
                             ),
                             location: snafu::Location::new(file!(), line!(), column!()),
@@ -419,12 +500,12 @@ impl SemanticAnalyzer {
                 // Validate known aggregate functions
                 match function_name.as_str() {
                     "count" | "sum" | "avg" | "min" | "max" | "collect" => {
-                        // DISTINCT is only supported for COUNT
+                        // DISTINCT is only supported for COUNT and COLLECT
                         // Other aggregates silently ignore it in execution, so reject early
-                        if *distinct && function_name != "count" {
+                        if *distinct && !matches!(function_name.as_str(), "count" | "collect") {
                             return Err(GraphError::UnsupportedFeature {
                                 feature: format!(
-                                    "DISTINCT is only supported with COUNT, not {}",
+                                    "DISTINCT is only supported with COUNT and COLLECT, not {}",
                                     function_name.to_uppercase()
                                 ),
                                 location: snafu::Location::new(file!(), line!(), column!()),
@@ -461,7 +542,17 @@ impl SemanticAnalyzer {
                         // Additional validation for SUM, AVG, MIN, MAX: they require properties, not bare variables
                         // Only COUNT and COLLECT allow bare variables (COUNT(*), COUNT(p), COLLECT(p))
                         if matches!(function_name.as_str(), "sum" | "avg" | "min" | "max") {
-                            if let Some(ValueExpression::Variable(v)) = args.first() {
+                            // A scalar alias from an earlier WITH (`sum(messageX)`) is fine.
+                            let entity = |v: &str| {
+                                !matches!(
+                                    self.variables.get_ci(v).map(|i| &i.variable_type),
+                                    Some(VariableType::Property)
+                                )
+                            };
+                            if let Some(ValueExpression::Variable(v)) = args
+                                .first()
+                                .filter(|a| matches!(a, ValueExpression::Variable(v) if entity(v)))
+                            {
                                 return Err(GraphError::PlanError {
                                     message: format!(
                                         "{}({}) is invalid - {} requires a property like {}({}.property). You cannot {} a node/entity.",
@@ -495,6 +586,15 @@ impl SemanticAnalyzer {
                     self.analyze_value_expression(arg)?;
                 }
             }
+            ValueExpression::Case { whens, otherwise } => {
+                for (condition, then) in whens {
+                    self.analyze_boolean_expression(condition)?;
+                    self.analyze_value_expression(then)?;
+                }
+                if let Some(otherwise) = otherwise {
+                    self.analyze_value_expression(otherwise)?;
+                }
+            }
             ValueExpression::Arithmetic { left, right, .. } => {
                 // Validate arithmetic operands recursively
                 self.analyze_value_expression(left)?;
@@ -621,6 +721,9 @@ impl SemanticAnalyzer {
                 self.analyze_value_expression(&item.expression)?;
             }
         }
+        if let Some(where_clause) = &with_clause.where_clause {
+            self.analyze_where_clause(where_clause)?;
+        }
         Ok(())
     }
 
@@ -781,6 +884,7 @@ mod tests {
             with_clause: None,
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: ReturnClause {
                 distinct: false,
                 items: vec![ReturnItem {
@@ -806,11 +910,14 @@ mod tests {
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Node(node)],
+                optional: false,
+                where_clause: None,
             })],
             where_clause: None,
             with_clause: None,
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: ReturnClause {
                 distinct: false,
                 items: vec![ReturnItem {
@@ -839,11 +946,14 @@ mod tests {
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Node(node1), GraphPattern::Node(node2)],
+                optional: false,
+                where_clause: None,
             })],
             where_clause: None,
             with_clause: None,
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: ReturnClause {
                 distinct: false,
                 items: vec![],
@@ -883,16 +993,20 @@ mod tests {
                 relationship: rel,
                 end_node: end,
             }],
+            shortest: None,
         };
 
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Path(path)],
+                optional: false,
+                where_clause: None,
             })],
             where_clause: None,
             with_clause: None,
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: ReturnClause {
                 distinct: false,
                 items: vec![],
@@ -920,11 +1034,14 @@ mod tests {
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Node(node)],
+                optional: false,
+                where_clause: None,
             })],
             where_clause: Some(where_clause),
             with_clause: None,
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: ReturnClause {
                 distinct: false,
                 items: vec![],
@@ -957,16 +1074,20 @@ mod tests {
                 relationship: rel,
                 end_node: end,
             }],
+            shortest: None,
         };
 
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Path(path)],
+                optional: false,
+                where_clause: None,
             })],
             where_clause: None,
             with_clause: None,
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: ReturnClause {
                 distinct: false,
                 items: vec![],
@@ -991,9 +1112,12 @@ mod tests {
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Node(node)],
+                optional: false,
+                where_clause: None,
             })],
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             where_clause: None,
             with_clause: None,
             return_clause: ReturnClause {
@@ -1031,9 +1155,12 @@ mod tests {
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Node(node)],
+                optional: false,
+                where_clause: None,
             })],
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             where_clause: None,
             with_clause: None,
             return_clause: ReturnClause {
@@ -1071,14 +1198,18 @@ mod tests {
                 relationship: rel,
                 end_node: end,
             }],
+            shortest: None,
         };
 
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Path(path)],
+                optional: false,
+                where_clause: None,
             })],
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             where_clause: None,
             with_clause: None,
             return_clause: ReturnClause {
@@ -1130,6 +1261,7 @@ mod tests {
                     end_node: end,
                 },
             ],
+            shortest: None,
         };
 
         // Custom config that knows both relationship types to avoid warnings muddying the assertion
@@ -1143,9 +1275,12 @@ mod tests {
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Path(path)],
+                optional: false,
+                where_clause: None,
             })],
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             where_clause: None,
             with_clause: None,
             return_clause: ReturnClause {
@@ -1182,11 +1317,14 @@ mod tests {
         let query = CypherQuery {
             reading_clauses: vec![ReadingClause::Match(MatchClause {
                 patterns: vec![GraphPattern::Node(node)],
+                optional: false,
+                where_clause: None,
             })],
             where_clause: Some(where_clause),
             with_clause: None,
             post_with_reading_clauses: vec![],
             post_with_where_clause: None,
+            further_with_stages: vec![],
             return_clause: ReturnClause {
                 distinct: false,
                 items: vec![ReturnItem {
diff --git a/crates/lance-graph/src/shortest_path.rs b/crates/lance-graph/src/shortest_path.rs
new file mode 100644
index 0000000..2a47450
--- /dev/null
+++ b/crates/lance-graph/src/shortest_path.rs
@@ -0,0 +1,567 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright The Lance Authors
+
+//! `shortestPath` / `allShortestPaths` as a breadth-first search over the adjacency.
+//!
+//! [`ShortestPathNode`] takes rows that already bind both end nodes and appends, per
+//! matching path, the path's length and its node ids (`<path>__length`, `<path>__nodes`),
+//! repeating the input row once per path. Rows with no path within the length range are
+//! dropped, as MATCH requires; OPTIONAL MATCH keeps them with nulls through its left join.
+//!
+//! The adjacency is the engine's CSR when it has one (`use_csr=True`). Otherwise the node has
+//! a second input, a scan of the relationship's two endpoint columns, and builds an adjacency
+//! from it once per query, shared by all partitions.
+//!
+//! One search runs per distinct source id in a batch, level by level, until every target in
+//! that batch is reached at its shortest depth (or the depth limit). Predecessors are kept
+//! per node, so all shortest paths can be enumerated back from each target.
+
+use std::cmp::Ordering;
+use std::collections::{HashMap, HashSet};
+use std::fmt;
+use std::hash::{Hash, Hasher};
+use std::sync::Arc;
+
+use arrow::array::Int64Builder;
+use arrow::array::{Array, ArrayRef, AsArray, Int64Array, ListBuilder, RecordBatch, UInt32Array};
+use arrow::compute::{cast, take};
+use arrow::datatypes::{DataType, Field, Int64Type, Schema, SchemaRef};
+use datafusion::common::{DFSchema, DFSchemaRef};
+use datafusion::execution::{SendableRecordBatchStream, TaskContext};
+use datafusion::logical_expr::{Expr, LogicalPlan, UserDefinedLogicalNodeCore};
+use datafusion::physical_expr::EquivalenceProperties;
+use datafusion::physical_plan::coalesce_partitions::CoalescePartitionsExec;
+use datafusion::physical_plan::execution_plan::{Boundedness, EmissionType};
+use datafusion::physical_plan::stream::RecordBatchStreamAdapter;
+use datafusion::physical_plan::{
+    DisplayAs, DisplayFormatType, ExecutionPlan, ExecutionPlanProperties, PlanProperties,
+};
+use futures::lock::Mutex;
+use futures::StreamExt;
+
+use crate::csr_expand::{Adjacency, Neighbors};
+use crate::error::{GraphError, Result};
+
+type FastMap<K, V> = HashMap<K, V, ahash::RandomState>;
+
+/// Which way the search follows edges.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd)]
+pub enum SearchDirection {
+    Outgoing,
+    Incoming,
+    Undirected,
+}
+
+/// The search parameters shared by the logical and physical nodes.
+#[derive(Debug, Clone, PartialEq, Eq, Hash, PartialOrd)]
+pub struct ShortestPathSpec {
+    /// Input columns holding the source and target node ids.
+    pub source_column: String,
+    pub target_column: String,
+    pub direction: SearchDirection,
+    pub min_hops: u32,
+    pub max_hops: u32,
+    /// Every shortest path, not just one.
+    pub all: bool,
+    /// Output column names.
+    pub length_column: String,
+    pub nodes_column: String,
+    /// Endpoint columns of the edge scan (the second input), when there is no CSR.
+    pub edge_source: String,
+    pub edge_target: String,
+}
+
+/// Logical node; see the module docs.
+#[derive(Debug, Clone)]
+pub struct ShortestPathNode {
+    input: LogicalPlan,
+    /// Scan of the relationship's endpoints; `None` when `adjacency` is given.
+    edges: Option<LogicalPlan>,
+    adjacency: Option<Neighbors>,
+    spec: ShortestPathSpec,
+    schema: DFSchemaRef,
+}
+
+impl ShortestPathNode {
+    pub fn try_new(
+        input: LogicalPlan,
+        edges: Option<LogicalPlan>,
+        adjacency: Option<Neighbors>,
+        spec: ShortestPathSpec,
+    ) -> Result<Self> {
+        if edges.is_none() == adjacency.is_none() {
+            return Err(plan_error(
+                "shortestPath needs exactly one of a CSR or an edge scan",
+            ));
+        }
+        let added = DFSchema::try_from(Schema::new(vec![
+            Field::new(&spec.length_column, DataType::Int64, true),
+            Field::new(
+                &spec.nodes_column,
+                DataType::List(Arc::new(Field::new("item", DataType::Int64, true))),
+                true,
+            ),
+        ]))
+        .map_err(|e| plan_error(&format!("shortestPath schema: {e}")))?;
+        let schema = input
+            .schema()
+            .join(&added)
+            .map_err(|e| plan_error(&format!("shortestPath schema: {e}")))?;
+        Ok(Self {
+            input,
+            edges,
+            adjacency,
+            spec,
+            schema: Arc::new(schema),
+        })
+    }
+}
+
+impl PartialEq for ShortestPathNode {
+    fn eq(&self, other: &Self) -> bool {
+        self.input == other.input
+            && self.edges == other.edges
+            && self.spec == other.spec
+            && match (&self.adjacency, &other.adjacency) {
+                (Some(a), Some(b)) => a.ptr_eq(b),
+                (None, None) => true,
+                _ => false,
+            }
+    }
+}
+impl Eq for ShortestPathNode {}
+impl Hash for ShortestPathNode {
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        self.input.hash(state);
+        self.spec.hash(state);
+    }
+}
+impl PartialOrd for ShortestPathNode {
+    fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
+        self.spec.partial_cmp(&other.spec)
+    }
+}
+
+impl UserDefinedLogicalNodeCore for ShortestPathNode {
+    fn name(&self) -> &str {
+        "ShortestPath"
+    }
+
+    fn inputs(&self) -> Vec<&LogicalPlan> {
+        std::iter::once(&self.input)
+            .chain(self.edges.as_ref())
+            .collect()
+    }
+
+    fn schema(&self) -> &DFSchemaRef {
+        &self.schema
+    }
+
+    fn expressions(&self) -> Vec<Expr> {
+        vec![]
+    }
+
+    fn fmt_for_explain(&self, f: &mut fmt::Formatter) -> fmt::Result {
+        let s = &self.spec;
+        write!(
+            f,
+            "ShortestPath: {} -> {}, {:?}, hops {}..{}, {}, {}",
+            s.source_column,
+            s.target_column,
+            s.direction,
+            s.min_hops,
+            s.max_hops,
+            if s.all { "all" } else { "one" },
+            if self.adjacency.is_some() {
+                "csr"
+            } else {
+                "edge scan"
+            }
+        )
+    }
+
+    fn with_exprs_and_inputs(
+        &self,
+        _exprs: Vec<Expr>,
+        mut inputs: Vec<LogicalPlan>,
+    ) -> datafusion::common::Result<Self> {
+        let edges = (inputs.len() > 1).then(|| inputs.pop().expect("two inputs"));
+        let input = inputs.pop().expect("an input");
+        Self::try_new(input, edges, self.adjacency.clone(), self.spec.clone())
+            .map_err(|e| datafusion::common::DataFusionError::Plan(e.to_string()))
+    }
+}
+
+/// Physical operator for [`ShortestPathNode`].
+#[derive(Debug)]
+pub struct ShortestPathExec {
+    input: Arc<dyn ExecutionPlan>,
+    /// Single-partition edge scan, when there is no CSR.
+    edges: Option<Arc<dyn ExecutionPlan>>,
+    /// The CSR, or the adjacency built from `edges` by the first batch that needs it.
+    adjacency: Arc<Mutex<Option<Neighbors>>>,
+    spec: ShortestPathSpec,
+    schema: SchemaRef,
+    properties: Arc<PlanProperties>,
+}
+
+impl ShortestPathExec {
+    fn new(
+        input: Arc<dyn ExecutionPlan>,
+        edges: Option<Arc<dyn ExecutionPlan>>,
+        adjacency: Option<Neighbors>,
+        spec: ShortestPathSpec,
+        schema: SchemaRef,
+    ) -> Self {
+        let properties = Arc::new(PlanProperties::new(
+            EquivalenceProperties::new(schema.clone()),
+            input.output_partitioning().clone(),
+            EmissionType::Incremental,
+            Boundedness::Bounded,
+        ));
+        Self {
+            input,
+            edges,
+            adjacency: Arc::new(Mutex::new(adjacency)),
+            spec,
+            schema,
+            properties,
+        }
+    }
+}
+
+impl DisplayAs for ShortestPathExec {
+    fn fmt_as(&self, _t: DisplayFormatType, f: &mut fmt::Formatter) -> fmt::Result {
+        let s = &self.spec;
+        write!(
+            f,
+            "ShortestPathExec: {} -> {}, {:?}, hops {}..{}, {}",
+            s.source_column,
+            s.target_column,
+            s.direction,
+            s.min_hops,
+            s.max_hops,
+            if s.all { "all" } else { "one" }
+        )
+    }
+}
+
+impl ExecutionPlan for ShortestPathExec {
+    fn name(&self) -> &str {
+        "ShortestPathExec"
+    }
+
+    fn properties(&self) -> &Arc<PlanProperties> {
+        &self.properties
+    }
+
+    fn children(&self) -> Vec<&Arc<dyn ExecutionPlan>> {
+        std::iter::once(&self.input)
+            .chain(self.edges.as_ref())
+            .collect()
+    }
+
+    /// The edge scan must be one partition: the build reads it as a single stream. Without
+    /// this, DataFusion's distribution rule drops a coalesce added at planning time and the
+    /// build sees only partition 0's edges.
+    fn required_input_distribution(&self) -> Vec<datafusion::physical_plan::Distribution> {
+        use datafusion::physical_plan::Distribution;
+        std::iter::once(Distribution::UnspecifiedDistribution)
+            .chain(self.edges.as_ref().map(|_| Distribution::SinglePartition))
+            .collect()
+    }
+
+    fn with_new_children(
+        self: Arc<Self>,
+        mut children: Vec<Arc<dyn ExecutionPlan>>,
+    ) -> datafusion::common::Result<Arc<dyn ExecutionPlan>> {
+        let edges = (children.len() > 1).then(|| children.pop().expect("two children"));
+        let input = children.pop().expect("a child");
+        let mut exec = Self::new(input, edges, None, self.spec.clone(), self.schema.clone());
+        exec.adjacency = self.adjacency.clone();
+        Ok(Arc::new(exec))
+    }
+
+    fn execute(
+        &self,
+        partition: usize,
+        context: Arc<TaskContext>,
+    ) -> datafusion::common::Result<SendableRecordBatchStream> {
+        let input = self.input.execute(partition, context.clone())?;
+        let source_index = input.schema().index_of(&self.spec.source_column)?;
+        let target_index = input.schema().index_of(&self.spec.target_column)?;
+        let (cell, edges, spec, schema) = (
+            self.adjacency.clone(),
+            self.edges.clone(),
+            self.spec.clone(),
+            self.schema.clone(),
+        );
+        let out_schema = schema.clone();
+        let stream = input.then(move |batch| {
+            let (cell, edges, spec, schema, context) = (
+                cell.clone(),
+                edges.clone(),
+                spec.clone(),
+                schema.clone(),
+                context.clone(),
+            );
+            async move {
+                let adjacency = {
+                    let mut slot = cell.lock().await;
+                    if slot.is_none() {
+                        *slot = Some(build_adjacency(edges, &spec, context).await?);
+                    }
+                    slot.clone().expect("just set")
+                };
+                search_batch(
+                    &batch?,
+                    source_index,
+                    target_index,
+                    &adjacency,
+                    &spec,
+                    &schema,
+                )
+            }
+        });
+        Ok(Box::pin(RecordBatchStreamAdapter::new(out_schema, stream)))
+    }
+}
+
+/// The adjacency for a query without a CSR: built once from the edge scan, in the
+/// direction(s) the search follows.
+async fn build_adjacency(
+    edges: Option<Arc<dyn ExecutionPlan>>,
+    spec: &ShortestPathSpec,
+    context: Arc<TaskContext>,
+) -> datafusion::common::Result<Neighbors> {
+    let edges = edges.expect("an edge scan when there is no CSR");
+    let read = |from: String, to: String| {
+        let (edges, context) = (edges.clone(), context.clone());
+        async move {
+            let stream = edges.execute(0, context)?;
+            Adjacency::build(stream, &from, &to)
+                .await
+                .map(Arc::new)
+                .map_err(|e| datafusion::common::DataFusionError::External(Box::new(e)))
+        }
+    };
+    let (src, dst) = (spec.edge_source.clone(), spec.edge_target.clone());
+    Ok(match spec.direction {
+        SearchDirection::Outgoing => Neighbors::directed(read(src, dst).await?),
+        SearchDirection::Incoming => Neighbors::directed(read(dst, src).await?),
+        SearchDirection::Undirected => {
+            Neighbors::undirected(read(src.clone(), dst.clone()).await?, read(dst, src).await?)
+        }
+    })
+}
+
+/// Breadth-first search from `source` until every node in `targets` is reached (or the
+/// frontier empties, or `max_hops`). Returns each reached node's depth and, for every node
+/// at depth d > 0, its predecessors at depth d - 1.
+fn search(
+    adjacency: &Neighbors,
+    source: i64,
+    targets: &HashSet<i64>,
+    max_hops: u32,
+) -> (FastMap<i64, u32>, FastMap<i64, Vec<i64>>) {
+    let mut depth: FastMap<i64, u32> = FastMap::default();
+    let mut parents: FastMap<i64, Vec<i64>> = FastMap::default();
+    depth.insert(source, 0);
+    let mut remaining: HashSet<i64> = targets.iter().copied().filter(|t| *t != source).collect();
+    let mut frontier = vec![source];
+    let mut level = 0;
+    while !frontier.is_empty() && !remaining.is_empty() && level < max_hops {
+        level += 1;
+        let mut next = Vec::new();
+        for &node in &frontier {
+            adjacency.for_each_neighbor(node, |n| {
+                let n = n as i64;
+                match depth.get(&n) {
+                    // Another shortest way into a node first reached at this level.
+                    Some(&d) if d == level => parents.entry(n).or_default().push(node),
+                    Some(_) => {}
+                    None => {
+                        depth.insert(n, level);
+                        parents.insert(n, vec![node]);
+                        next.push(n);
+                    }
+                }
+            });
+        }
+        // Finish the level before stopping, so every shortest path is recorded.
+        for n in &next {
+            remaining.remove(n);
+        }
+        frontier = next;
+    }
+    (depth, parents)
+}
+
+/// Shortest paths from the search source to `target`, as node ids from source to target:
+/// all of them, or the first found.
+fn paths_to(target: i64, parents: &FastMap<i64, Vec<i64>>, all: bool) -> Vec<Vec<i64>> {
+    let mut out = Vec::new();
+    let mut stack = vec![vec![target]];
+    while let Some(path) = stack.pop() {
+        let head = *path.last().expect("non-empty");
+        match parents.get(&head) {
+            None => {
+                let mut path = path;
+                path.reverse();
+                out.push(path);
+                if !all {
+                    break;
+                }
+            }
+            Some(ps) => {
+                let take = if all { ps.len() } else { 1 };
+                for &p in ps.iter().take(take) {
+                    let mut next = path.clone();
+                    next.push(p);
+                    stack.push(next);
+                }
+            }
+        }
+    }
+    out
+}
+
+fn search_batch(
+    batch: &RecordBatch,
+    source_index: usize,
+    target_index: usize,
+    adjacency: &Neighbors,
+    spec: &ShortestPathSpec,
+    schema: &SchemaRef,
+) -> datafusion::common::Result<RecordBatch> {
+    let sources = cast(batch.column(source_index), &DataType::Int64)?;
+    let sources = sources.as_primitive::<Int64Type>();
+    let targets = cast(batch.column(target_index), &DataType::Int64)?;
+    let targets = targets.as_primitive::<Int64Type>();
+    // Targets per source, so each source is searched once for the whole batch.
+    let mut by_source: FastMap<i64, HashSet<i64>> = FastMap::default();
+    for i in 0..batch.num_rows() {
+        if sources.is_valid(i) && targets.is_valid(i) {
+            by_source
+                .entry(sources.value(i))
+                .or_default()
+                .insert(targets.value(i));
+        }
+    }
+    let searches: FastMap<i64, _> = by_source
+        .iter()
+        .map(|(&s, ts)| (s, search(adjacency, s, ts, spec.max_hops)))
+        .collect();
+    let mut rows = Vec::new();
+    let mut lengths = Vec::new();
+    let mut nodes = ListBuilder::new(Int64Builder::new());
+    for i in 0..batch.num_rows() {
+        if !(sources.is_valid(i) && targets.is_valid(i)) {
+            continue;
+        }
+        let (s, t) = (sources.value(i), targets.value(i));
+        let (depth, parents) = &searches[&s];
+        let Some(&d) = depth.get(&t) else {
+            continue;
+        };
+        if d < spec.min_hops || d > spec.max_hops {
+            continue;
+        }
+        for path in paths_to(t, parents, spec.all) {
+            rows.push(i as u32);
+            lengths.push(d as i64);
+            nodes.values().append_slice(&path);
+            nodes.append(true);
+        }
+    }
+    let rows = UInt32Array::from(rows);
+    let mut columns: Vec<ArrayRef> = batch
+        .columns()
+        .iter()
+        .map(|c| take(c.as_ref(), &rows, None))
+        .collect::<std::result::Result<_, _>>()?;
+    columns.push(Arc::new(Int64Array::from(lengths)));
+    columns.push(Arc::new(nodes.finish()));
+    Ok(RecordBatch::try_new(schema.clone(), columns)?)
+}
+
+/// Plan [`ShortestPathNode`]s; installed by [`crate::csr_expand::CsrQueryPlanner`].
+pub(crate) fn plan_shortest_path(
+    node: &ShortestPathNode,
+    physical_inputs: &[Arc<dyn ExecutionPlan>],
+) -> Arc<dyn ExecutionPlan> {
+    let edges = physical_inputs.get(1).map(|scan| {
+        // One stream feeds the build: merge the scan's partitions.
+        Arc::new(CoalescePartitionsExec::new(scan.clone())) as Arc<dyn ExecutionPlan>
+    });
+    Arc::new(ShortestPathExec::new(
+        physical_inputs[0].clone(),
+        edges,
+        node.adjacency.clone(),
+        node.spec.clone(),
+        Arc::new(node.schema.as_arrow().clone()),
+    ))
+}
+
+fn plan_error(message: &str) -> GraphError {
+    GraphError::PlanError {
+        message: message.to_string(),
+        location: snafu::Location::new(file!(), line!(), column!()),
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    fn neighbors(edges: &[(i64, i64)]) -> Neighbors {
+        let schema = Arc::new(Schema::new(vec![
+            Field::new("src", DataType::Int64, false),
+            Field::new("dst", DataType::Int64, false),
+        ]));
+        let batch = RecordBatch::try_new(
+            schema.clone(),
+            vec![
+                Arc::new(Int64Array::from(
+                    edges.iter().map(|e| e.0).collect::<Vec<_>>(),
+                )),
+                Arc::new(Int64Array::from(
+                    edges.iter().map(|e| e.1).collect::<Vec<_>>(),
+                )),
+            ],
+        )
+        .unwrap();
+        let stream = || {
+            let batch = batch.clone();
+            Box::pin(RecordBatchStreamAdapter::new(
+                schema.clone(),
+                futures::stream::once(async move { Ok(batch) }),
+            )) as SendableRecordBatchStream
+        };
+        let rt = tokio::runtime::Builder::new_current_thread()
+            .build()
+            .unwrap();
+        let out = rt
+            .block_on(Adjacency::build(stream(), "src", "dst"))
+            .unwrap();
+        let inc = rt
+            .block_on(Adjacency::build(stream(), "dst", "src"))
+            .unwrap();
+        Neighbors::undirected(Arc::new(out), Arc::new(inc))
+    }
+
+    #[test]
+    fn finds_every_shortest_path_and_only_shortest_ones() {
+        // Two 2-hop routes 1-2-4 and 1-3-4, and a longer 1-5-6-4.
+        let adj = neighbors(&[(1, 2), (2, 4), (1, 3), (3, 4), (1, 5), (5, 6), (6, 4)]);
+        let (depth, parents) = search(&adj, 1, &HashSet::from([4]), 10);
+        assert_eq!(depth[&4], 2);
+        let mut all = paths_to(4, &parents, true);
+        all.sort();
+        assert_eq!(all, vec![vec![1, 2, 4], vec![1, 3, 4]]);
+        assert_eq!(paths_to(4, &parents, false).len(), 1);
+        // Beyond the hop limit, nothing is reached.
+        let (depth, _) = search(&adj, 1, &HashSet::from([4]), 1);
+        assert!(!depth.contains_key(&4));
+    }
+}
diff --git a/crates/lance-graph/src/sql_catalog.rs b/crates/lance-graph/src/sql_catalog.rs
deleted file mode 100644
index 619666a..0000000
--- a/crates/lance-graph/src/sql_catalog.rs
+++ /dev/null
@@ -1,47 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Bridge between catalog connectors and the SQL query engine.
-//!
-//! Provides utilities for building a DataFusion `SessionContext` from a
-//! [`Connector`], enabling users to auto-register tables from an external
-//! catalog and query them via [`SqlQuery`] or [`SqlEngine`].
-
-use crate::error::{GraphError, Result};
-use datafusion::execution::context::SessionContext;
-use lance_graph_catalog::connector::Connector;
-
-/// Build a DataFusion `SessionContext` with all tables from a catalog schema
-/// auto-registered.
-///
-/// This discovers tables in the given catalog/schema via the connector's
-/// [`CatalogProvider`] and registers them using the appropriate [`TableReader`]
-/// based on each table's data format.
-///
-/// # Example
-///
-/// ```no_run
-/// # use lance_graph::sql_catalog::build_context_from_connector;
-/// # use lance_graph_catalog::Connector;
-/// # async fn example(connector: &Connector) {
-/// let ctx = build_context_from_connector(connector, "unity", "default")
-///     .await
-///     .unwrap();
-/// // ctx now has all tables from unity.default registered
-/// # }
-/// ```
-pub async fn build_context_from_connector(
-    connector: &Connector,
-    catalog_name: &str,
-    schema_name: &str,
-) -> Result<SessionContext> {
-    let ctx = SessionContext::new();
-    connector
-        .register_schema(&ctx, catalog_name, schema_name)
-        .await
-        .map_err(|e| GraphError::PlanError {
-            message: format!("Failed to register catalog tables: {}", e),
-            location: snafu::Location::new(file!(), line!(), column!()),
-        })?;
-    Ok(ctx)
-}
diff --git a/crates/lance-graph/src/sql_query.rs b/crates/lance-graph/src/sql_query.rs
index 97705d1..9cf82f7 100644
--- a/crates/lance-graph/src/sql_query.rs
+++ b/crates/lance-graph/src/sql_query.rs
@@ -172,7 +172,7 @@ async fn df_schema_from_ctx(ctx: &SessionContext, sql: &str) -> Result<Arc<arrow
         message: format!("Failed to plan SQL for schema: {}", e),
         location: snafu::Location::new(file!(), line!(), column!()),
     })?;
-    let arrow_schema = Arc::new(arrow_schema::Schema::from(df.schema()));
+    let arrow_schema = df.schema().inner().clone();
     normalize_schema(arrow_schema)
 }
 
diff --git a/crates/lance-graph/src/table_readers.rs b/crates/lance-graph/src/table_readers.rs
deleted file mode 100644
index b3148f4..0000000
--- a/crates/lance-graph/src/table_readers.rs
+++ /dev/null
@@ -1,132 +0,0 @@
-// SPDX-License-Identifier: Apache-2.0
-// SPDX-FileCopyrightText: Copyright The Lance Authors
-
-//! Built-in [`TableReader`] implementations for common data formats.
-//!
-//! - [`ParquetTableReader`] — reads Parquet tables using DataFusion's built-in support.
-//! - [`DeltaTableReader`] — reads Delta Lake tables (behind `delta` feature flag).
-
-use std::collections::HashMap;
-use std::sync::Arc;
-
-use async_trait::async_trait;
-use datafusion::execution::context::SessionContext;
-
-use lance_graph_catalog::catalog_provider::{
-    CatalogError, CatalogResult, DataSourceFormat, TableInfo,
-};
-use lance_graph_catalog::table_reader::TableReader;
-
-/// Reads Parquet tables using DataFusion's built-in `register_parquet()`.
-pub struct ParquetTableReader;
-
-#[async_trait]
-impl TableReader for ParquetTableReader {
-    fn name(&self) -> &str {
-        "parquet"
-    }
-
-    fn supported_formats(&self) -> &[DataSourceFormat] {
-        &[DataSourceFormat::Parquet]
-    }
-
-    async fn register_table(
-        &self,
-        ctx: &SessionContext,
-        table_name: &str,
-        table_info: &TableInfo,
-        _schema: arrow_schema::SchemaRef,
-        _storage_options: &HashMap<String, String>,
-    ) -> CatalogResult<()> {
-        let location = table_info.storage_location.as_deref().ok_or_else(|| {
-            CatalogError::Other(format!("Table '{}' has no storage_location", table_name))
-        })?;
-
-        ctx.register_parquet(
-            table_name,
-            location,
-            datafusion::datasource::file_format::options::ParquetReadOptions::default(),
-        )
-        .await
-        .map_err(|e| {
-            CatalogError::Other(format!(
-                "Failed to register Parquet table '{}' at '{}': {}",
-                table_name, location, e
-            ))
-        })
-    }
-}
-
-/// Reads Delta Lake tables using the `deltalake` crate.
-///
-/// Opens the Delta table at the storage location and registers it as a
-/// DataFusion `TableProvider`, enabling full SQL query support including
-/// time travel, schema evolution, and partition pruning.
-///
-/// Supports cloud storage (S3, Azure, GCS) via `storage_options`.
-#[cfg(feature = "delta")]
-pub struct DeltaTableReader;
-
-#[cfg(feature = "delta")]
-#[async_trait]
-impl TableReader for DeltaTableReader {
-    fn name(&self) -> &str {
-        "delta"
-    }
-
-    fn supported_formats(&self) -> &[DataSourceFormat] {
-        &[DataSourceFormat::Delta]
-    }
-
-    async fn register_table(
-        &self,
-        ctx: &SessionContext,
-        table_name: &str,
-        table_info: &TableInfo,
-        _schema: arrow_schema::SchemaRef,
-        storage_options: &HashMap<String, String>,
-    ) -> CatalogResult<()> {
-        let location = table_info.storage_location.as_deref().ok_or_else(|| {
-            CatalogError::Other(format!("Table '{}' has no storage_location", table_name))
-        })?;
-
-        let table_url = url::Url::parse(location).map_err(|e| {
-            CatalogError::Other(format!(
-                "Invalid storage location URL '{}': {}",
-                location, e
-            ))
-        })?;
-
-        let delta_table = if storage_options.is_empty() {
-            deltalake::open_table(table_url).await
-        } else {
-            deltalake::open_table_with_storage_options(table_url, storage_options.clone()).await
-        }
-        .map_err(|e| {
-            CatalogError::Other(format!(
-                "Failed to open Delta table '{}' at '{}': {}",
-                table_name, location, e
-            ))
-        })?;
-
-        ctx.register_table(table_name, Arc::new(delta_table))
-            .map_err(|e| {
-                CatalogError::Other(format!(
-                    "Failed to register Delta table '{}': {}",
-                    table_name, e
-                ))
-            })?;
-
-        Ok(())
-    }
-}
-
-/// Returns the default set of table readers.
-///
-/// Includes Parquet support, and Delta Lake support when the `delta` feature is enabled.
-pub fn default_table_readers() -> Vec<Arc<dyn TableReader>> {
-    let mut readers: Vec<Arc<dyn TableReader>> = vec![Arc::new(ParquetTableReader)];
-    #[cfg(feature = "delta")]
-    readers.push(Arc::new(DeltaTableReader));
-    readers
-}
diff --git a/docs/project_structure.md b/docs/project_structure.md
index 95259af..09296f0 100644
--- a/docs/project_structure.md
+++ b/docs/project_structure.md
@@ -14,8 +14,7 @@ Goals
 Current Layout (after refactor)
 -------------------------------
 - `crates/lance-graph/` hosts the Rust engine crate.
-- `python/` contains PyO3 bindings plus the `lance_graph` and
-  `knowledge_graph` Python packages.
+- `python/` contains PyO3 bindings plus the `lance_csr` Python package.
 - `examples/` holds simple Cypher usage examples.
 
 Proposed Layout (Workspace)
diff --git a/examples/basic_cypher.py b/examples/basic_cypher.py
index 6cb67ae..cbdc5bd 100644
--- a/examples/basic_cypher.py
+++ b/examples/basic_cypher.py
@@ -14,7 +14,7 @@
 
 import pyarrow as pa
 
-from lance_graph import GraphConfigBuilder, CypherQuery
+from lance_csr import GraphConfigBuilder, CypherQuery
 
 
 def make_people_batch() -> pa.RecordBatch:
@@ -29,15 +29,10 @@ def make_people_batch() -> pa.RecordBatch:
 
 
 def main() -> None:
-    config = (
-        GraphConfigBuilder()
-        .with_node_label("Person", "person_id")
-        .build()
-    )
+    config = GraphConfigBuilder().with_node_label("Person", "person_id").build()
 
-    query = (
-        CypherQuery("MATCH (n:Person) WHERE n.age > 30 RETURN n.name")
-        .with_config(config)
+    query = CypherQuery("MATCH (n:Person) WHERE n.age > 30 RETURN n.name").with_config(
+        config
     )
 
     datasets = {"Person": make_people_batch()}
diff --git a/examples/kg_traversal.py b/examples/kg_traversal.py
index 98ee92f..deef3f2 100644
--- a/examples/kg_traversal.py
+++ b/examples/kg_traversal.py
@@ -14,7 +14,7 @@
 
 import pyarrow as pa
 
-from lance_graph import GraphConfigBuilder, CypherQuery
+from lance_csr import GraphConfigBuilder, CypherQuery
 
 
 def make_people_batch(n: int = 6) -> pa.RecordBatch:
@@ -46,12 +46,9 @@ def main() -> None:
     )
 
     # Two-hop traversal from a person to friend-of-a-friend
-    query = (
-        CypherQuery(
-            "MATCH (a:Person)-[:FRIEND_OF]->(b:Person)-[:FRIEND_OF]->(c:Person) RETURN a.name, c.name"
-        )
-        .with_config(config)
-    )
+    query = CypherQuery(
+        "MATCH (a:Person)-[:FRIEND_OF]->(b:Person)-[:FRIEND_OF]->(c:Person) RETURN a.name, c.name"
+    ).with_config(config)
 
     datasets = {
         "Person": make_people_batch(),
diff --git a/examples/lance_snapshot_refresh.py b/examples/lance_snapshot_refresh.py
new file mode 100644
index 0000000..a527aff
--- /dev/null
+++ b/examples/lance_snapshot_refresh.py
@@ -0,0 +1,83 @@
+"""
+Disk-backed CypherEngine: pinned snapshots, refresh, and streamed results.
+
+Requirements: an installed lance-csr wheel (or `maturin develop` in python/), which
+pulls in a compatible pylance 13.x.
+
+Run:
+  python examples/lance_snapshot_refresh.py
+"""
+
+from __future__ import annotations
+
+import tempfile
+from pathlib import Path
+
+import lance
+import pyarrow as pa
+from lance_csr import CypherEngine, GraphConfig
+
+ROWS = 50_000
+
+
+def people(start: int, stop: int) -> pa.Table:
+    ids = list(range(start, stop))
+    return pa.table({"id": ids, "name": [f"p{i}" for i in ids]})
+
+
+def main() -> None:
+    root = Path(tempfile.mkdtemp())
+    person_uri = root / "person.lance"
+    lance.write_dataset(people(0, ROWS), person_uri, max_rows_per_file=10_000)
+    lance.write_dataset(
+        pa.table({"src": list(range(ROWS - 1)), "dst": list(range(1, ROWS))}),
+        root / "knows.lance",
+    )
+
+    config = (
+        GraphConfig.builder()
+        .with_node_label("Person", "id")
+        .with_relationship("KNOWS", "src", "dst")
+        .build()
+    )
+    engine = CypherEngine(
+        config,
+        {
+            "Person": lance.dataset(person_uri),
+            "KNOWS": lance.dataset(root / "knows.lance"),
+        },
+    )
+    count = "MATCH (p:Person) RETURN count(*) AS n"
+
+    print("rows:", engine.execute(count).column(0)[0].as_py())
+    print(
+        "friend of p49998:",
+        engine.execute(
+            "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 49998 RETURN b.name"
+        ).to_pylist(),
+    )
+
+    # Writes are not visible until refresh(): the engine is pinned to version 1.
+    lance.write_dataset(people(ROWS, ROWS + 10), person_uri, mode="append")
+    lance.dataset(person_uri).add_columns({"age": "id % 100"})  # schema change
+    print("after writes, before refresh:", engine.execute(count).column(0)[0].as_py())
+    engine.refresh()
+    print(
+        "after refresh:",
+        engine.execute(count).column(0)[0].as_py(),
+        engine.dataset_versions(),
+    )
+    print(
+        "new column:",
+        engine.execute("MATCH (p:Person) WHERE p.id = 50009 RETURN p.age").to_pylist(),
+    )
+
+    # Stream a large projection batch by batch instead of building one table.
+    total = 0
+    for batch in engine.execute_batches("MATCH (p:Person) RETURN p.id"):
+        total += batch.num_rows
+    print("streamed rows:", total)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/python/README.md b/python/README.md
index 520d8f2..12ae428 100644
--- a/python/README.md
+++ b/python/README.md
@@ -1,18 +1,15 @@
-# Lance Graph
+# lance-csr
 
-**A high-performance Cypher-capable graph query engine with Python bindings for building scalable, serverless knowledge graphs.**
-
-Lance Graph combines a Rust-powered Cypher query engine with Python APIs for:
-- Fast graph queries using Cypher query language
-- AI-powered knowledge extraction from text (via LLM)
-- Lance-backed storage for efficient graph data management
-- Natural language Q&A over your knowledge graphs
-- FastAPI web service for graph queries
+A fork of [lance-graph](https://github.com/lance-format/lance-graph): a Rust Cypher query engine over
+Lance datasets and Arrow tables, built on Apache DataFusion, with Python bindings. Not affiliated with or
+endorsed by the lance-graph maintainers.
 
 ## Installation
 
+Not published. Install a locally built wheel (no Rust toolchain needed):
+
 ```bash
-pip install lance-graph
+uv pip install --only-binary=:all: /path/to/lance_csr-<version>-<tags>.whl
 ```
 
 ## Quick Start
@@ -21,7 +18,7 @@ pip install lance-graph
 
 ```python
 import pyarrow as pa
-from lance_graph import CypherQuery, GraphConfig
+from lance_csr import CypherQuery, GraphConfig
 
 cfg = (
     GraphConfig.builder()
@@ -54,7 +51,7 @@ For executing multiple queries against the same datasets, use `CypherEngine` to
 
 ```python
 import pyarrow as pa
-from lance_graph import CypherEngine, GraphConfig
+from lance_csr import CypherEngine, GraphConfig
 
 cfg = (
     GraphConfig.builder()
@@ -82,13 +79,72 @@ print(result1.to_pylist())
 # [{'p.name': 'Alice'}]
 ```
 
-### 3. Direct SQL Queries
+### 3. Lance datasets: snapshots, refresh and streaming
+
+`CypherEngine` reads Lance datasets lazily from storage (projections and filters are pushed into the
+scan). Each dataset is pinned to the version you pass in; later writes are visible only after
+`refresh()`. Use `execute_batches()` to stream large results instead of materializing a table.
+
+```python
+import lance
+from lance_csr import CypherEngine, GraphConfig
+
+config = GraphConfig.builder().with_node_label("Person", "id").build()
+engine = CypherEngine(config, {"Person": lance.dataset("people.lance")})
+
+engine.execute("MATCH (p:Person) RETURN count(*)")   # sees the pinned version
+engine.refresh()                                       # move to the latest version
+for batch in engine.execute_batches("MATCH (p:Person) RETURN p.id"):
+    ...                                                # pyarrow.RecordBatch, one at a time
+```
+
+Experimental: `CypherEngine(config, datasets, use_csr=True)` answers single-hop patterns over integer ids
+with an in-memory CSR adjacency, and fetches target rows by position instead of joining. The CSR is
+rebuilt on `refresh()` when the relationship table changes, and the per-label id index when its node
+table changes. Results are identical; peak memory grows by about 70 bytes per edge (both directions).
+
+Write Lance data with `pylance` 13.x: the engine is built against Lance 13 and older or newer
+majors may write files it cannot read.
+
+### 4. Tables created with LanceDB
+
+LanceDB tables are Lance datasets on disk. Pass the dataset behind each table with
+`table.to_lance()`. Passing the LanceDB `Table` object itself raises a `TypeError`.
+
+```python
+import lancedb
+from lance_csr import CypherEngine, GraphConfig
+
+db = lancedb.connect("./mydb")
+people, knows = db.open_table("Person"), db.open_table("KNOWS")
+
+config = (
+    GraphConfig.builder()
+    .with_node_label("Person", "id")
+    .with_relationship("KNOWS", "src", "dst")
+    .build()
+)
+engine = CypherEngine(config, {"Person": people.to_lance(), "KNOWS": knows.to_lance()})
+
+knows.add(new_edges)   # keep writing with the LanceDB API
+engine.refresh()       # the engine sees the new version
+```
+
+- Reads are lazy and pinned to the version you pass in, exactly as with `lance.dataset(...)`.
+- `table.to_arrow()` also works, but loads the whole table into memory and never refreshes.
+- Tested with LanceDB 0.40.0 on local tables, which write Lance file format 2.2. A LanceDB release that
+  bundles a newer Lance major may write files this engine cannot read.
+- Not supported: LanceDB Cloud (remote tables have no `to_lance()`), and tables opened through a
+  namespace connection, which are rejected rather than reopened without their credentials.
+  Object-store tables (S3 and similar) have not been tested.
+
+### 5. Direct SQL Queries
 
 For data analytics workflows where you prefer standard SQL over Cypher, use `SqlQuery` or `SqlEngine`. No `GraphConfig` is needed — write explicit JOINs against your tables directly:
 
 ```python
 import pyarrow as pa
-from lance_graph import SqlQuery, SqlEngine
+from lance_csr import SqlQuery, SqlEngine
 
 person = pa.table({
     "id": [1, 2, 3],
@@ -116,146 +172,13 @@ r2 = engine.execute(
 )
 ```
 
-### 4. Unity Catalog Integration
-
-Connect to [Unity Catalog](https://github.com/unitycatalog/unitycatalog) (OSS) to discover and query Delta Lake or Parquet tables without manually loading data:
-
-```python
-from lance_graph import UnityCatalog
-
-# Connect to Unity Catalog
-uc = UnityCatalog("http://localhost:8080/api/2.1/unity-catalog")
-
-# Browse catalog hierarchy
-catalogs = uc.list_catalogs()
-schemas = uc.list_schemas("unity")
-tables = uc.list_tables("unity", "default")
-
-# Inspect table metadata
-table = uc.get_table("unity", "default", "marksheet")
-print(table.data_source_format)  # "Delta"
-print(table.columns())           # [{"name": "id", "type_name": "INT", ...}, ...]
-
-# Auto-register all tables and query via SQL
-engine = uc.create_sql_engine("unity", "default")
-result = engine.execute("SELECT * FROM marksheet WHERE mark > 80")
-print(result.to_pandas())
-```
-
-For tables on cloud storage (S3, Azure, GCS):
-
-```python
-uc = UnityCatalog(
-    "http://localhost:8080/api/2.1/unity-catalog",
-    storage_options={
-        "azure_storage_account_name": "myaccount",
-        "azure_storage_account_key": "...",
-    }
-)
-engine = uc.create_sql_engine("unity", "default")
-```
-
-### 5. Build a Knowledge Graph from Text
-
-```python
-from pathlib import Path
-from knowledge_graph import (
-    KnowledgeGraphConfig,
-    LanceKnowledgeGraph,
-    LanceGraphStore,
-    get_extractor,
-)
-from knowledge_graph.cli.ingest import extract_and_add
-
-# Initialize knowledge graph
-config = KnowledgeGraphConfig.from_root(Path("./my_graph"))
-config.ensure_directories()
-
-# Create schema
-schema_path = config.resolved_schema_path()
-if not schema_path.exists():
-    schema_content = """
-nodes:
-  Entity:
-    id_field: entity_id
-
-relationships:
-  RELATIONSHIP:
-    source: source_entity_id
-    target: target_entity_id
-"""
-    schema_path.write_text(schema_content, encoding="utf-8")
-
-store = LanceGraphStore(config)
-store.ensure_layout()
-
-graph_config = config.load_graph_config()
-kg = LanceKnowledgeGraph(graph_config, storage=store)
-kg.ensure_initialized()
-
-# Extract and add entities/relationships from text
-# Using heuristic extractor for testing without API key
-extractor = get_extractor("heuristic")
-# or using LLM extractor (requires API key)
-# extractor = get_extractor("llm", llm_model="gpt-4o-mini")
-text = """
-Albert Einstein developed the theory of relativity at Princeton.
-Marie Curie discovered radioactivity in Paris.
-"""
-
-extract_and_add(text, kg, extractor, embedding_generator=None)
-
-# Query the graph
-result = kg.query("""
-    MATCH (e:Entity)
-    RETURN e.name, e.entity_type
-    LIMIT 10
-""")
-print(result.to_pylist())
-```
-
-### 6. Natural Language Q&A
-
-```python
-from knowledge_graph.llm.qa import ask_question
-
-# Ask questions in natural language
-answer = ask_question(
-    "Who discovered radioactivity?",
-    kg,
-    llm_model="gpt-4o-mini"
-)
-print(answer)
-# Output: Marie Curie discovered radioactivity.
-```
-
-## Command-Line Interface
-
-Lance Graph includes a CLI for building and querying knowledge graphs:
-
-```bash
-# Initialize and extract
-knowledge_graph --root ./my_graph --init
-knowledge_graph --root ./my_graph --extract-and-add notes.txt
-
-# Query with Cypher
-knowledge_graph --root ./my_graph "MATCH (e:Entity) RETURN e.name LIMIT 10"
-
-# Natural language Q&A
-knowledge_graph --root ./my_graph --ask "Who discovered DNA?"
-```
-
-For complete CLI documentation and examples, see the [main README](../README.md#cli-usage).
-
 ## Requirements
 
-- Python 3.11+
-- Optional: OpenAI API key for LLM extraction
+- Python 3.11 or 3.12 (tested); macOS arm64 or Linux x86-64
+- `pylance` 13.x for writing Lance datasets
 
 ## Contributing
 
-Lance Graph is open source! Contributions are welcome.
-
 ### Quick start
 
 ```bash
@@ -294,8 +217,8 @@ maturin develop
 ## Repository layout
 
 - `crates/lance-graph-python/src/` – PyO3 bridge that exposes graph APIs to Python
-- `python/python/lance_graph/` – pure-Python wrapper and `__init__`
-- `python/python/knowledge_graph/` – CLI, FastAPI, and extractor utilities built on Lance
+- `python/python/lance_csr/` – pure-Python wrapper and `__init__`
+- `python/benchmarks/` – catalog-reuse and bounded-memory benchmarks
 - `python/python/tests/` – graph-centric functional tests
 
 For more information on development setup, building from source, running tests, and code quality guidelines, see [DEVELOPMENT.md](./DEVELOPMENT.md).
@@ -306,7 +229,4 @@ Apache 2.0
 
 ## Links
 
-- [GitHub](https://github.com/lancedb/lance-graph)
-- [Documentation](https://deepwiki.com/lancedb/lance-graph)
-- [PyPI](https://pypi.org/project/lance-graph/)
-- [LanceDB](https://lancedb.com/)
+- Upstream: [lance-format/lance-graph](https://github.com/lance-format/lance-graph)
diff --git a/python/benchmarks/bounded_memory.py b/python/benchmarks/bounded_memory.py
new file mode 100644
index 0000000..0d4b314
--- /dev/null
+++ b/python/benchmarks/bounded_memory.py
@@ -0,0 +1,152 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Peak memory of streamed Cypher scans over Lance data larger than RAM limits.
+
+``generate`` writes a deterministic Person table with a wide unused ``payload``
+column, in batches so the generator itself stays small. ``run`` executes a query in
+a fresh subprocess, consumes ``execute_batches()`` incrementally (count + checksum,
+nothing retained), and reports peak RSS from ``getrusage``, which includes native
+allocations. Apply the memory cap outside, e.g. ``docker run --memory=2g``.
+
+    python benchmarks/bounded_memory.py generate --out /data/large --rows 2000000
+    python benchmarks/bounded_memory.py run --data /data/large --query scan
+"""
+
+import argparse
+import json
+import resource
+import subprocess
+import sys
+import time
+from pathlib import Path
+
+PAYLOAD_BYTES = 4096
+QUERIES = {
+    # Narrow projection: only `id` should be read from storage.
+    "scan": "MATCH (p:Person) RETURN p.id",
+    # Selective graph join; the KNOWS side is filtered before the join.
+    "join": "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id < 1000 RETURN b.id",
+}
+
+
+def generate(out: Path, rows: int, batch_rows: int = 16_384) -> None:
+    import lance
+    import numpy as np
+    import pyarrow as pa
+
+    rng = np.random.default_rng(42)
+    schema = pa.schema([("id", pa.int64()), ("payload", pa.binary(PAYLOAD_BYTES))])
+
+    def person_batches():
+        for start in range(0, rows, batch_rows):
+            n = min(batch_rows, rows - start)
+            # Random bytes so storage compression cannot shrink the input.
+            payload = rng.integers(0, 256, n * PAYLOAD_BYTES, dtype=np.uint8)
+            yield pa.record_batch(
+                [
+                    pa.array(np.arange(start, start + n, dtype=np.int64)),
+                    pa.FixedSizeBinaryArray.from_buffers(
+                        pa.binary(PAYLOAD_BYTES), n, [None, pa.py_buffer(payload)]
+                    ),
+                ],
+                schema=schema,
+            )
+
+    reader = pa.RecordBatchReader.from_batches(schema, person_batches())
+    lance.write_dataset(reader, out / "person.lance", mode="overwrite")
+    ids = np.arange(rows, dtype=np.int64)
+    knows = pa.table({"src": ids, "dst": (ids + 1) % rows})
+    lance.write_dataset(knows, out / "knows.lance", mode="overwrite")
+    logical = rows * (8 + PAYLOAD_BYTES)
+    print(json.dumps({"rows": rows, "logical_input_bytes": logical}))
+
+
+def measure(data: Path, query: str) -> dict:
+    import lance
+    import pyarrow.compute as pc
+    from lance_csr import CypherEngine, GraphConfig
+
+    config = (
+        GraphConfig.builder()
+        .with_node_label("Person", "id")
+        .with_relationship("KNOWS", "src", "dst")
+        .build()
+    )
+    start = time.perf_counter()
+    engine = CypherEngine(
+        config,
+        {
+            "Person": lance.dataset(data / "person.lance"),
+            "KNOWS": lance.dataset(data / "knows.lance"),
+        },
+    )
+    reader = engine.execute_batches(QUERIES[query])
+    rows = checksum = batches = 0
+    first_batch_s = None
+    for batch in reader:
+        if first_batch_s is None:
+            first_batch_s = time.perf_counter() - start
+        batches += 1
+        rows += batch.num_rows
+        checksum += pc.sum(batch.column(0)).as_py() or 0
+    elapsed = time.perf_counter() - start
+    peak = resource.getrusage(resource.RUSAGE_SELF).ru_maxrss
+    # Linux reports KiB, macOS reports bytes.
+    peak_bytes = peak if sys.platform == "darwin" else peak * 1024
+    input_rows = lance.dataset(data / "person.lance").count_rows()
+    return {
+        "query": query,
+        "input_rows": input_rows,
+        "output_rows": rows,
+        "checksum": checksum,
+        "batches": batches,
+        "time_to_first_batch_s": first_batch_s,
+        "elapsed_s": elapsed,
+        "peak_rss_bytes": peak_bytes,
+        "plan_scan": next(
+            (
+                line.strip()
+                for line in engine.explain(QUERIES[query]).splitlines()
+                if "LanceRead" in line and "person" in line
+            ),
+            None,
+        ),
+    }
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    sub = parser.add_subparsers(dest="cmd", required=True)
+    gen = sub.add_parser("generate")
+    gen.add_argument("--out", type=Path, required=True)
+    gen.add_argument("--rows", type=int, required=True)
+    run = sub.add_parser("run")
+    run.add_argument("--data", type=Path, required=True)
+    run.add_argument("--query", choices=QUERIES, default="scan")
+    child = sub.add_parser("child")
+    child.add_argument("--data", type=Path, required=True)
+    child.add_argument("--query", choices=QUERIES, default="scan")
+    args = parser.parse_args()
+
+    if args.cmd == "generate":
+        args.out.mkdir(parents=True, exist_ok=True)
+        generate(args.out, args.rows)
+    elif args.cmd == "child":
+        print(json.dumps(measure(args.data, args.query)))
+    else:
+        # Fresh interpreter per measurement so peak RSS reflects only this query.
+        cmd = [sys.executable, __file__, "child", "--data", str(args.data)]
+        proc = subprocess.run(
+            [*cmd, "--query", args.query], capture_output=True, text=True
+        )
+        result = {"returncode": proc.returncode}
+        if proc.returncode == 0:
+            result.update(json.loads(proc.stdout.strip().splitlines()[-1]))
+        else:
+            result["stderr_tail"] = proc.stderr[-2000:]
+        print(json.dumps(result))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/python/benchmarks/csr_delta.py b/python/benchmarks/csr_delta.py
new file mode 100644
index 0000000..85e1b87
--- /dev/null
+++ b/python/benchmarks/csr_delta.py
@@ -0,0 +1,143 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Incremental CSR maintenance: refresh-with-delta cost against a full rebuild.
+
+Uses the graphs written by ``csr_expand.py`` (``--data`` must point at the same
+directory). For each scenario, on a fresh copy of the edge table (1M-row
+fragments, plus a ``seq`` row-number column for targeted deletes):
+
+- apply one commit (append or delete);
+- time ``refresh()`` on a CSR engine built before the commit (delta path);
+- time a full CSR build on the new version (what a rebuild costs);
+- compare warm query latency with the delta in place against the clean build,
+  checking both return identical results.
+
+    python benchmarks/csr_delta.py --data /tmp/csr-bench --edges 1000000 10000000
+"""
+
+import argparse
+import json
+import statistics
+import time
+from pathlib import Path
+
+import lance
+import pyarrow as pa
+import pyarrow.compute as pc
+from lance_csr import CypherEngine, GraphConfig
+
+CONFIG = (
+    GraphConfig.builder()
+    .with_node_label("Person", "id")
+    .with_relationship("KNOWS", "src", "dst")
+    .build()
+)
+
+
+def scenarios(edges: int):
+    def append(fraction):
+        def run(uri, nodes):
+            n = max(1, int(edges * fraction))
+            ids = pa.array(range(n), pa.int64())
+            new = pa.table(
+                {
+                    "src": pc.remainder(ids, nodes),
+                    "dst": pc.remainder(pc.add(ids, 7), nodes),
+                    "seq": pc.add(ids, edges),
+                }
+            )
+            lance.write_dataset(new, uri, mode="append")
+
+        return run
+
+    def delete(predicate):
+        return lambda uri, nodes: lance.dataset(uri).delete(predicate)
+
+    return {
+        "append_0.01pct": append(0.0001),
+        "append_1pct": append(0.01),
+        "append_10pct": append(0.10),
+        # Over the 25% threshold: expected to rebuild.
+        "append_30pct": append(0.30),
+        # seq < n: rows in the first fragment only.
+        "delete_0.1pct_one_fragment": delete(f"seq < {edges // 1000}"),
+        # every 100th row: touches every fragment.
+        "delete_1pct_all_fragments": delete("seq % 100 = 0"),
+    }
+
+
+def timed(fn):
+    start = time.perf_counter()
+    out = fn()
+    return (time.perf_counter() - start) * 1e3, out
+
+
+def warm_ms(engine, query, repeats):
+    samples = []
+    for _ in range(repeats):
+        ms, _ = timed(lambda: engine.execute(query))
+        samples.append(ms)
+    return statistics.median(samples)
+
+
+def rows(table):
+    return sorted(table.to_pylist(), key=lambda r: [str(v) for v in r.values()])
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--data", type=Path, required=True)
+    parser.add_argument("--edges", type=int, nargs="+", default=[1_000_000])
+    parser.add_argument("--repeats", type=int, default=20)
+    args = parser.parse_args()
+
+    for edges in args.edges:
+        root = args.data / f"e{edges}"
+        person = lance.dataset(root / "person.lance")
+        nodes = person.count_rows()
+        base = lance.dataset(root / "knows.lance").to_table()
+        base = base.append_column("seq", pa.array(range(edges), pa.int64()))
+        queries = {
+            "point": (
+                "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 42 RETURN b.id"
+            ),
+            "selective_1pct": (
+                "MATCH (a:Person)-[:KNOWS]->(b:Person) "
+                f"WHERE a.id < {nodes // 100} RETURN b.id"
+            ),
+        }
+        for name, change in scenarios(edges).items():
+            uri = root / "knows-delta.lance"
+            lance.write_dataset(
+                base, uri, mode="overwrite", max_rows_per_file=1_000_000
+            )
+            datasets = {"Person": person, "KNOWS": lance.dataset(uri)}
+            engine = CypherEngine(CONFIG, datasets, use_csr=True)
+
+            change(uri, nodes)
+            refresh_ms, _ = timed(engine.refresh)
+            stats = engine.csr_stats()["KNOWS"]
+
+            latest = {"Person": person, "KNOWS": lance.dataset(uri)}
+            _, fresh = timed(lambda: CypherEngine(CONFIG, latest, use_csr=True))
+            out = {
+                "edges": edges,
+                "scenario": name,
+                "fragments": len(lance.dataset(uri).get_fragments()),
+                "update": stats["update"],
+                "delta_edges": stats["delta_edges"],
+                "tombstones": stats["tombstones"],
+                "refresh_ms": refresh_ms,
+                "delta_apply_ms": stats["build_ms"],
+                "rebuild_ms": fresh.csr_stats()["KNOWS"]["build_ms"],
+            }
+            for qname, query in queries.items():
+                assert rows(engine.execute(query)) == rows(fresh.execute(query)), qname
+                out[f"{qname}_delta_ms"] = warm_ms(engine, query, args.repeats)
+                out[f"{qname}_clean_ms"] = warm_ms(fresh, query, args.repeats)
+            print(json.dumps(out), flush=True)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/python/benchmarks/csr_delta_accumulated.py b/python/benchmarks/csr_delta_accumulated.py
new file mode 100644
index 0000000..eec3093
--- /dev/null
+++ b/python/benchmarks/csr_delta_accumulated.py
@@ -0,0 +1,90 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Refresh cost as CSR deltas accumulate over many small commits.
+
+Uses a graph written by ``csr_expand.py``. On a fresh copy of the edge table,
+appends ``--step`` of the edges ``--commits`` times, calling ``refresh()`` after
+each, and prints each refresh's time with the delta size so far. With deltas that
+are copied on every refresh, the time grows with the accumulated delta; with
+shared delta layers it should stay roughly proportional to the step.
+
+    python benchmarks/csr_delta_accumulated.py --data /tmp/csr-bench --edges 10000000
+"""
+
+import argparse
+import json
+import time
+from pathlib import Path
+
+import lance
+import pyarrow as pa
+import pyarrow.compute as pc
+from lance_csr import CypherEngine, GraphConfig
+
+CONFIG = (
+    GraphConfig.builder()
+    .with_node_label("Person", "id")
+    .with_relationship("KNOWS", "src", "dst")
+    .build()
+)
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--data", type=Path, required=True)
+    parser.add_argument("--edges", type=int, default=10_000_000)
+    parser.add_argument("--step", type=float, default=0.01)
+    parser.add_argument("--commits", type=int, default=20)
+    args = parser.parse_args()
+
+    root = args.data / f"e{args.edges}"
+    person = lance.dataset(root / "person.lance")
+    nodes = person.count_rows()
+    uri = root / "knows-accumulated.lance"
+    base = lance.dataset(root / "knows.lance").to_table()
+    lance.write_dataset(base, uri, mode="overwrite", max_rows_per_file=1_000_000)
+    engine = CypherEngine(
+        CONFIG, {"Person": person, "KNOWS": lance.dataset(uri)}, use_csr=True
+    )
+
+    n = int(args.edges * args.step)
+    for commit in range(args.commits):
+        ids = pa.array(range(commit * n, (commit + 1) * n), pa.int64())
+        new = pa.table(
+            {
+                "src": pc.remainder(ids, nodes),
+                "dst": pc.remainder(pc.add(ids, 3), nodes),
+            }
+        )
+        lance.write_dataset(new, uri, mode="append")
+        start = time.perf_counter()
+        engine.refresh()
+        refresh_ms = (time.perf_counter() - start) * 1e3
+        stats = engine.csr_stats()["KNOWS"]
+        print(
+            json.dumps(
+                {
+                    "commit": commit + 1,
+                    "update": stats["update"],
+                    "delta_edges": stats["delta_edges"],
+                    "refresh_ms": refresh_ms,
+                }
+            ),
+            flush=True,
+        )
+
+    # The accumulated deltas must answer exactly like a clean build.
+    fresh = CypherEngine(
+        CONFIG, {"Person": person, "KNOWS": lance.dataset(uri)}, use_csr=True
+    )
+    query = (
+        f"MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id < {nodes // 100} RETURN b.id"
+    )
+    got, want = engine.execute(query).column(0), fresh.execute(query).column(0)
+    assert got.length() == want.length()
+    assert pc.sum(got).as_py() == pc.sum(want).as_py()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/python/benchmarks/csr_expand.py b/python/benchmarks/csr_expand.py
new file mode 100644
index 0000000..73da1db
--- /dev/null
+++ b/python/benchmarks/csr_expand.py
@@ -0,0 +1,200 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""CSR build/rebuild cost and single-hop latency against the join path.
+
+For each edge count, writes a deterministic random graph to Lance (nodes =
+edges / AVG_DEGREE), then in a fresh subprocess per mode (``csr`` / ``join``):
+
+- engine construction time, and for ``csr`` the CSR build time (both directions);
+- warm latency (median/p95) of single-hop queries, with row counts and checksums
+  checked against the other mode;
+- refresh cost after appending edges (CSR rebuild) and with nothing changed;
+- peak RSS of the process.
+
+    python benchmarks/csr_expand.py --data /tmp/csr-bench --edges 100000 1000000
+"""
+
+import argparse
+import json
+import resource
+import statistics
+import subprocess
+import sys
+import time
+from pathlib import Path
+
+AVG_DEGREE = 10
+QUERIES = {
+    "point": "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 42 RETURN b.id",
+    "selective_100": (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id < 100 RETURN b.id"
+    ),
+    "selective_1pct": None,  # filled in from the node count
+    # Same shapes returning a non-id target column, so the target rows are fetched.
+    "point_name": "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 42 RETURN b.name",
+    "selective_1pct_name": None,
+    "all_edges": "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN count(*) AS n",
+}
+
+
+def generate(root: Path, edges: int) -> None:
+    import lance
+    import numpy as np
+    import pyarrow as pa
+
+    if (root / "_done").exists():
+        return
+    nodes = edges // AVG_DEGREE
+    rng = np.random.default_rng(7)
+    ids = np.arange(nodes, dtype=np.int64)
+    lance.write_dataset(
+        pa.table({"id": ids, "name": pa.array([f"n{i}" for i in range(nodes)])}),
+        root / "person.lance",
+        mode="overwrite",
+    )
+    src = rng.integers(0, nodes, edges, dtype=np.int64)
+    dst = rng.integers(0, nodes, edges, dtype=np.int64)
+    lance.write_dataset(
+        pa.table({"src": src, "dst": dst}), root / "knows.lance", mode="overwrite"
+    )
+    (root / "_done").touch()
+
+
+def summary(samples):
+    ordered = sorted(samples)
+    p95 = ordered[min(len(ordered) - 1, round(0.95 * (len(ordered) - 1)))]
+    return {"median_ms": statistics.median(ordered) * 1e3, "p95_ms": p95 * 1e3}
+
+
+def child(root: Path, mode: str, repeats: int) -> dict:
+    import lance
+    import pyarrow as pa
+    import pyarrow.compute as pc
+    from lance_csr import CypherEngine, GraphConfig
+
+    config = (
+        GraphConfig.builder()
+        .with_node_label("Person", "id")
+        .with_relationship("KNOWS", "src", "dst")
+        .build()
+    )
+    nodes = lance.dataset(root / "person.lance").count_rows()
+    queries = dict(QUERIES)
+    queries["selective_1pct"] = (
+        f"MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id < {nodes // 100} RETURN b.id"
+    )
+    queries["selective_1pct_name"] = queries["selective_1pct"].replace("b.id", "b.name")
+
+    def open_engine():
+        datasets = {
+            "Person": lance.dataset(root / "person.lance"),
+            "KNOWS": lance.dataset(root / "knows.lance"),
+        }
+        return CypherEngine(config, datasets, use_csr=(mode == "csr"))
+
+    out = {"mode": mode, "nodes": nodes}
+    start = time.perf_counter()
+    engine = open_engine()
+    out["construct_ms"] = (time.perf_counter() - start) * 1e3
+    if mode == "csr":
+        stats = engine.csr_stats()["KNOWS"]
+        out["csr_build_ms"] = stats["build_ms"]
+        out["csr_edges"] = stats["edges"]
+        out["node_index_build_ms"] = engine.node_index_stats()["Person"]["build_ms"]
+        plan = engine.explain(queries["point"])
+        assert "take=b" in plan and "HashJoinExec" not in plan
+    out["rss_after_construct_mib"] = peak_rss_mib()
+
+    for name, query in queries.items():
+        result = engine.execute(query)
+        first = result.column(0)
+        # Name columns are checked by summed length; ids by summed value.
+        values = pc.utf8_length(first) if pa.types.is_string(first.type) else first
+        check = {"rows": result.num_rows, "checksum": pc.sum(values).as_py() or 0}
+        samples = []
+        for _ in range(repeats):
+            t = time.perf_counter()
+            engine.execute(query)
+            samples.append(time.perf_counter() - t)
+        out[name] = {**check, **summary(samples)}
+
+    t = time.perf_counter()
+    engine.refresh()
+    out["refresh_unchanged_ms"] = (time.perf_counter() - t) * 1e3
+    # Recorded before the copy below, which materializes the edge table.
+    out["peak_rss_mib"] = peak_rss_mib()
+
+    # Append 0.1% more edges, then refresh: the CSR engine must rebuild.
+    n_new = max(1, lance.dataset(root / "knows.lance").count_rows() // 1000)
+    new_edges = pa.table(
+        {
+            "src": pa.array([0] * n_new, pa.int64()),
+            "dst": pa.array([1] * n_new, pa.int64()),
+        }
+    )
+    knows = root / f"knows-{mode}.lance"
+    # Work on a private copy so runs do not change each other's input.
+    lance.write_dataset(
+        lance.dataset(root / "knows.lance").to_table(), knows, mode="overwrite"
+    )
+    engine = CypherEngine(
+        config,
+        {"Person": lance.dataset(root / "person.lance"), "KNOWS": lance.dataset(knows)},
+        use_csr=(mode == "csr"),
+    )
+    lance.write_dataset(new_edges, knows, mode="append")
+    t = time.perf_counter()
+    engine.refresh()
+    out["refresh_after_append_ms"] = (time.perf_counter() - t) * 1e3
+    if mode == "csr":
+        out["csr_rebuild_ms"] = engine.csr_stats()["KNOWS"]["build_ms"]
+    return out
+
+
+def peak_rss_mib() -> float:
+    peak = resource.getrusage(resource.RUSAGE_SELF).ru_maxrss
+    return (peak if sys.platform == "darwin" else peak * 1024) / 2**20
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--data", type=Path, required=True)
+    parser.add_argument("--edges", type=int, nargs="+", default=[100_000, 1_000_000])
+    parser.add_argument("--repeats", type=int, default=20)
+    parser.add_argument("--child", nargs=2, metavar=("ROOT", "MODE"))
+    args = parser.parse_args()
+
+    if args.child:
+        print(json.dumps(child(Path(args.child[0]), args.child[1], args.repeats)))
+        return
+
+    for edges in args.edges:
+        root = args.data / f"e{edges}"
+        root.mkdir(parents=True, exist_ok=True)
+        generate(root, edges)
+        results = {}
+        for mode in ("join", "csr"):
+            cmd = [sys.executable, __file__, "--data", str(args.data)]
+            cmd += ["--repeats", str(args.repeats), "--child", str(root), mode]
+            proc = subprocess.run(cmd, capture_output=True, text=True)
+            if proc.returncode != 0:
+                print(
+                    json.dumps(
+                        {"edges": edges, "mode": mode, "error": proc.stderr[-2000:]}
+                    )
+                )
+                continue
+            results[mode] = json.loads(proc.stdout.strip().splitlines()[-1])
+            print(json.dumps({"edges": edges, **results[mode]}), flush=True)
+        if len(results) == 2:
+            for name in QUERIES:
+                same = all(
+                    results["join"][name][k] == results["csr"][name][k]
+                    for k in ("rows", "checksum")
+                )
+                assert same, (edges, name, results["join"][name], results["csr"][name])
+
+
+if __name__ == "__main__":
+    main()
diff --git a/python/benchmarks/engine_cache.py b/python/benchmarks/engine_cache.py
new file mode 100644
index 0000000..78ab091
--- /dev/null
+++ b/python/benchmarks/engine_cache.py
@@ -0,0 +1,136 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Engine construction, first-query, warm-query and refresh timings.
+
+Runs against either the upstream build (``--module lance_graph``) or this fork
+(``--module lance_csr``) on the same on-disk Lance data, so the two can be compared
+in separate virtual environments. Prints one JSON object per measured case.
+
+The graph is a chain: node labels L0..Lk, and relationship Ri from Li to Li+1.
+Rows per table default to 10,000 because the upstream bridge truncates Lance inputs
+at 10,000 rows; larger tables would compare different answers.
+
+    python benchmarks/engine_cache.py --module lance_csr --data /tmp/bench --tables 20
+"""
+
+import argparse
+import importlib
+import json
+import statistics
+import time
+from pathlib import Path
+
+import lance
+import pyarrow as pa
+
+
+def write_data(root: Path, labels: int, rows: int) -> None:
+    if (root / "_done").exists():
+        return
+    root.mkdir(parents=True, exist_ok=True)
+    ids = pa.array(range(rows), pa.int64())
+    for i in range(labels):
+        nodes = pa.table({"id": ids, "name": pa.array([f"n{j}" for j in range(rows)])})
+        lance.write_dataset(nodes, root / f"L{i}.lance", mode="overwrite")
+    for i in range(labels - 1):
+        # Each node links to the node with the next id; deterministic, no RNG needed.
+        dst = pa.array([(j + 1) % rows for j in range(rows)], pa.int64())
+        edges = pa.table({"src": ids, "dst": dst})
+        lance.write_dataset(edges, root / f"R{i}.lance", mode="overwrite")
+    (root / "_done").touch()
+
+
+def timed(fn):
+    start = time.perf_counter()
+    out = fn()
+    return time.perf_counter() - start, out
+
+
+def summary(samples):
+    ordered = sorted(samples)
+    p95 = ordered[min(len(ordered) - 1, round(0.95 * (len(ordered) - 1)))]
+    return {"median_ms": statistics.median(ordered) * 1e3, "p95_ms": p95 * 1e3}
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--module", required=True, choices=["lance_graph", "lance_csr"])
+    parser.add_argument("--data", type=Path, required=True)
+    parser.add_argument("--tables", type=int, default=20, help="total tables (>= 5)")
+    parser.add_argument(
+        "--inputs",
+        choices=["lance", "arrow"],
+        default="lance",
+        help="pass Lance datasets, or tables materialized up front with to_table()",
+    )
+    parser.add_argument("--rows", type=int, default=10_000)
+    parser.add_argument("--repeats", type=int, default=30)
+    args = parser.parse_args()
+    assert args.tables >= 5, "the chain query needs labels L0..L2"
+
+    mod = importlib.import_module(args.module)
+    labels = (args.tables + 1) // 2
+    root = args.data / f"t{args.tables}_r{args.rows}"
+    write_data(root, labels, args.rows)
+
+    builder = mod.GraphConfig.builder()
+    for i in range(labels):
+        builder = builder.with_node_label(f"L{i}", "id")
+    for i in range(labels - 1):
+        builder = builder.with_relationship(f"R{i}", "src", "dst")
+    config = builder.build()
+
+    def open_datasets():
+        names = [f"L{i}" for i in range(labels)] + [f"R{i}" for i in range(labels - 1)]
+        sets = {n: lance.dataset(root / f"{n}.lance") for n in names}
+        if args.inputs == "arrow":
+            return {n: ds.to_table() for n, ds in sets.items()}
+        return sets
+
+    query = (
+        "MATCH (a:L0)-[:R0]->(b:L1)-[:R1]->(c:L2) WHERE a.id < 100 RETURN c.id, c.name"
+    )
+    expected_rows = 100
+
+    def emit(case, **values):
+        record = {"module": args.module, "inputs": args.inputs, "tables": args.tables}
+        record["rows"] = args.rows
+        print(json.dumps({**record, "case": case, **values}), flush=True)
+
+    datasets = open_datasets()
+    t_build, engine = timed(lambda: mod.CypherEngine(config, datasets))
+    t_first, out = timed(lambda: engine.execute(query))
+    assert out.num_rows == expected_rows, out.num_rows
+    emit("construct", ms=t_build * 1e3)
+    emit("first_query", ms=t_first * 1e3)
+
+    warm = []
+    for _ in range(args.repeats):
+        t, out = timed(lambda: engine.execute(query))
+        assert out.num_rows == expected_rows
+        warm.append(t)
+    emit("warm_query", **summary(warm))
+
+    # Upstream has no refresh(); its equivalent is building a new engine.
+    refresh = []
+    for _ in range(min(args.repeats, 10)):
+        if hasattr(engine, "refresh"):
+            t, _ = timed(engine.refresh)
+        else:
+            t, engine = timed(lambda: mod.CypherEngine(config, open_datasets()))
+        refresh.append(t)
+    emit("refresh_unchanged", **summary(refresh))
+
+    # Control: no engine, inputs converted and catalog rebuilt for every query.
+    rebuild = []
+    for _ in range(min(args.repeats, 10)):
+        q = mod.CypherQuery(query).with_config(config)
+        t, out = timed(lambda q=q: q.execute(datasets))
+        assert out.num_rows == expected_rows
+        rebuild.append(t)
+    emit("rebuild_per_query", **summary(rebuild))
+
+
+if __name__ == "__main__":
+    main()
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diff --git a/python/llm_config.example.yaml b/python/llm_config.example.yaml
deleted file mode 100644
index 753cfbf..0000000
--- a/python/llm_config.example.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-# Example LLM client configuration (public-safe template)
-# Copy this file to llm_config.yaml and fill in your values.
-api_key: YOUR_API_KEY_HERE
-# Optional: override base URL for self-hosted or compatible APIs (e.g., OpenAI-compatible gateways)
-base_url: https://api.openai.com/v1
-# Optional: additional HTTP headers to send with each request
-default_headers:
-  # openai-organization: YOUR_ORG_ID
-  # Authorization is derived from api_key by the client; do not duplicate here
-  # Custom-Header: value
diff --git a/python/pyproject.toml b/python/pyproject.toml
index 76fab74..b58aea1 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -1,35 +1,26 @@
 [project]
-name = "lance-graph"
-version = "0.5.4"
+name = "lance-csr"
+version = "0.1.0"
 dependencies = [
     "pyarrow>=14",
-    "pyyaml>=6.0",
-    "fastapi>=0.104.0",
-    "uvicorn>=0.24.0",
-    "pydantic>=2.0.0",
-    "openai>=1.52.0",
-    "pylance",
-    "fsspec",
-    "gcsfs",
+    "pylance>=13.0.0,<14",
 ]
-description = "Python bindings for the lance-graph Cypher engine"
+description = "Cypher graph queries over Lance datasets, built on DataFusion with a CSR adjacency index (a fork of lance-graph)"
 authors = [{ name = "Lance Devs", email = "dev@lancedb.com" }]
 license = { file = "LICENSE" }
-repository = "https://github.com/lancedb/lance-graph"
 readme = "README.md"
-requires-python = ">=3.9"
+requires-python = ">=3.11"
 keywords = ["graph", "cypher", "lance", "arrow"]
 categories = ["database", "science"]
 classifiers = [
     "Development Status :: 3 - Alpha",
     "Intended Audience :: Science/Research",
     "License :: OSI Approved :: Apache Software License",
-    "Operating System :: OS Independent",
+    "Operating System :: MacOS",
+    "Operating System :: POSIX :: Linux",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
     "Programming Language :: Python :: 3 :: Only",
-    "Programming Language :: Python :: 3.9",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Rust",
@@ -38,8 +29,8 @@ classifiers = [
 
 [tool.maturin]
 python-source = "python"
-module-name = "lance_graph._internal"
-python-packages = ["lance_graph", "knowledge_graph"]
+module-name = "lance_csr._internal"
+python-packages = ["lance_csr"]
 manifest-path = "../crates/lance-graph-python/Cargo.toml"
 
 [build-system]
@@ -47,12 +38,8 @@ requires = ["maturin>=1.4"]
 build-backend = "maturin"
 
 [project.optional-dependencies]
-tests = ["pytest", "pyarrow>=14", "pandas", "ruff"]
+tests = ["pytest", "pandas", "ruff"]
 dev = ["ruff", "pyright"]
-ui = ["streamlit>=1.30.0", "streamlit-agraph>=0.0.45"]
-
-[project.scripts]
-knowledge_graph = "knowledge_graph.main:main"
 
 [tool.ruff]
 lint.select = ["F", "E", "W", "I", "G", "TCH", "PERF", "B019"]
@@ -62,7 +49,7 @@ lint.select = ["F", "E", "W", "I", "G", "TCH", "PERF", "B019"]
 
 [tool.pyright]
 pythonVersion = "3.13"
-include = ["python/lance_graph/__init__.py"]
+include = ["python/lance_csr/__init__.py"]
 # Dependencies like pyarrow make this difficult to enforce strictly.
 reportMissingTypeStubs = "warning"
 reportImportCycles = "error"
diff --git a/python/python/knowledge_graph/__init__.py b/python/python/knowledge_graph/__init__.py
deleted file mode 100644
index fbf6402..0000000
--- a/python/python/knowledge_graph/__init__.py
+++ /dev/null
@@ -1,153 +0,0 @@
-"""High-level helpers for working with Lance-backed knowledge graphs."""
-
-from __future__ import annotations
-
-from dataclasses import dataclass
-from typing import Dict, Mapping, Optional
-
-import pyarrow as pa
-from lance_graph import CypherQuery, GraphConfig
-
-try:  # Prefer to import for typing without raising at runtime.
-    from lance_graph import GraphConfigBuilder
-except ImportError:  # pragma: no cover - builder is available in normal installs.
-    GraphConfigBuilder = object  # type: ignore[assignment]
-
-from lance_graph import DistanceMetric, VectorSearch
-
-from .component import KnowledgeGraphComponent
-from .config import KnowledgeGraphConfig, build_graph_config_from_mapping
-from .extraction import (
-    DEFAULT_STRATEGY,
-    BaseExtractor,
-    get_extractor,
-    preview_extraction,
-)
-from .extractors import HeuristicExtractor, LLMExtractor
-from .service import LanceKnowledgeGraph, create_default_service
-from .store import LanceGraphStore
-from .webservice import create_app
-
-TableMapping = Mapping[str, pa.Table]
-
-
-def _ensure_table(name: str, table: pa.Table) -> pa.Table:
-    if not isinstance(table, pa.Table):
-        raise TypeError(
-            f"Dataset '{name}' must be a pyarrow.Table (got {type(table)!r})"
-        )
-    return table
-
-
-@dataclass(frozen=True)
-class KnowledgeGraph:
-    """Wraps a ``GraphConfig`` alongside the Arrow tables backing it."""
-
-    config: GraphConfig
-    _tables: Dict[str, pa.Table]
-
-    def __init__(self, config: GraphConfig, datasets: TableMapping) -> None:
-        object.__setattr__(self, "config", config)
-        normalized = {
-            name: _ensure_table(name, table) for name, table in datasets.items()
-        }
-        object.__setattr__(self, "_tables", normalized)
-
-    def run(
-        self,
-        statement: str,
-        *,
-        datasets: Optional[TableMapping] = None,
-    ):
-        """Execute a Cypher statement, overriding tables when provided."""
-        query = CypherQuery(statement).with_config(self.config)
-        sources: Dict[str, pa.Table] = dict(self._tables)
-        if datasets:
-            sources.update(
-                {name: _ensure_table(name, table) for name, table in datasets.items()}
-            )
-        return query.execute(sources)
-
-    def run_with_vector_rerank(
-        self,
-        statement: str,
-        vector_search: "VectorSearch",
-        *,
-        datasets: Optional[TableMapping] = None,
-    ) -> pa.Table:
-        """Execute a Cypher statement and rerank results by vector similarity."""
-
-        query = CypherQuery(statement).with_config(self.config)
-        sources: Dict[str, pa.Table] = dict(self._tables)
-        if datasets:
-            sources.update(
-                {name: _ensure_table(name, table) for name, table in datasets.items()}
-            )
-        return query.execute_with_vector_rerank(sources, vector_search)
-
-    def tables(self) -> Dict[str, pa.Table]:
-        """Return a shallow copy of the registered datasets."""
-        return dict(self._tables)
-
-
-class KnowledgeGraphBuilder:
-    """Collects nodes, relationships, and datasets before building a graph."""
-
-    def __init__(self) -> None:
-        builder = GraphConfig.builder()
-        self._builder: GraphConfigBuilder = builder  # type: ignore[annotation-unchecked]
-        self._datasets: Dict[str, pa.Table] = {}
-
-    def with_node(
-        self,
-        label: str,
-        primary_key: str,
-        table: pa.Table,
-    ) -> KnowledgeGraphBuilder:
-        """Register a node label and Arrow table."""
-        self._builder = self._builder.with_node_label(label, primary_key)
-        self._datasets[label] = _ensure_table(label, table)
-        return self
-
-    def with_relationship(
-        self,
-        name: str,
-        source_key: str,
-        target_key: str,
-        table: pa.Table,
-    ) -> KnowledgeGraphBuilder:
-        """Register a relationship and its underlying table."""
-        self._builder = self._builder.with_relationship(name, source_key, target_key)
-        self._datasets[name] = _ensure_table(name, table)
-        return self
-
-    def with_dataset(self, name: str, table: pa.Table) -> KnowledgeGraphBuilder:
-        """Attach arbitrary supporting datasets (e.g., reference tables)."""
-        self._datasets[name] = _ensure_table(name, table)
-        return self
-
-    def build(self) -> KnowledgeGraph:
-        """Materialize the ``KnowledgeGraph`` instance."""
-        config = self._builder.build()
-        return KnowledgeGraph(config, self._datasets)
-
-
-__all__ = [
-    "KnowledgeGraph",
-    "KnowledgeGraphBuilder",
-    "KnowledgeGraphConfig",
-    "build_graph_config_from_mapping",
-    "LanceGraphStore",
-    "LanceKnowledgeGraph",
-    "create_default_service",
-    "KnowledgeGraphComponent",
-    "create_app",
-    "DEFAULT_STRATEGY",
-    "BaseExtractor",
-    "get_extractor",
-    "preview_extraction",
-    "HeuristicExtractor",
-    "LLMExtractor",
-    "VectorSearch",
-    "DistanceMetric",
-]
diff --git a/python/python/knowledge_graph/__main__.py b/python/python/knowledge_graph/__main__.py
deleted file mode 100644
index bb3ea24..0000000
--- a/python/python/knowledge_graph/__main__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-"""Executable module wrapper for `python -m knowledge_graph`."""
-
-from __future__ import annotations
-
-from .main import main
-
-if __name__ == "__main__":
-    raise SystemExit(main())
diff --git a/python/python/knowledge_graph/cli/__init__.py b/python/python/knowledge_graph/cli/__init__.py
deleted file mode 100644
index d65c911..0000000
--- a/python/python/knowledge_graph/cli/__init__.py
+++ /dev/null
@@ -1,9 +0,0 @@
-from .ingest import extract_and_add, preview_extraction
-from .interactive import list_datasets, run_interactive
-
-__all__ = [
-    "run_interactive",
-    "list_datasets",
-    "preview_extraction",
-    "extract_and_add",
-]
diff --git a/python/python/knowledge_graph/cli/embedding_support.py b/python/python/knowledge_graph/cli/embedding_support.py
deleted file mode 100644
index 77db376..0000000
--- a/python/python/knowledge_graph/cli/embedding_support.py
+++ /dev/null
@@ -1,19 +0,0 @@
-"""Shared helpers for preparing rows and embeddings (internal)."""
-
-from __future__ import annotations
-
-from .ingest import (
-    _assign_embeddings,
-    _format_entity_embedding_input,
-    _format_relationship_embedding_input,
-    _prepare_entity_rows,
-    _prepare_relationship_rows,
-)
-
-__all__ = [
-    "_assign_embeddings",
-    "_format_entity_embedding_input",
-    "_format_relationship_embedding_input",
-    "_prepare_entity_rows",
-    "_prepare_relationship_rows",
-]
diff --git a/python/python/knowledge_graph/cli/ingest.py b/python/python/knowledge_graph/cli/ingest.py
deleted file mode 100644
index e41ec73..0000000
--- a/python/python/knowledge_graph/cli/ingest.py
+++ /dev/null
@@ -1,220 +0,0 @@
-"""Extraction preview and ingest helpers for the knowledge graph CLI."""
-
-from __future__ import annotations
-
-import hashlib
-import json
-import logging
-from dataclasses import asdict, is_dataclass
-from pathlib import Path
-from typing import TYPE_CHECKING, Any, Callable, Mapping
-
-from .. import extraction as kg_extraction
-
-if TYPE_CHECKING:
-    from ..embeddings import EmbeddingGenerator
-    from ..service import LanceKnowledgeGraph
-
-LOGGER = logging.getLogger(__name__)
-
-
-def preview_extraction(source: str, extractor: kg_extraction.BaseExtractor) -> None:
-    """Preview extracted knowledge from a text source or inline text."""
-    text = _resolve_text_input(source)
-    result = kg_extraction.preview_extraction(text, extractor=extractor)
-    print(json.dumps(_result_to_dict(result), indent=2))
-
-
-def extract_and_add(
-    source: str,
-    service: LanceKnowledgeGraph,
-    extractor: kg_extraction.BaseExtractor,
-    *,
-    embedding_generator: EmbeddingGenerator | None = None,
-) -> None:
-    """Extract knowledge and append it to the backing graph."""
-    import pyarrow as pa
-
-    text = _resolve_text_input(source)
-    result = kg_extraction.preview_extraction(text, extractor=extractor)
-    entity_rows, name_to_id = _prepare_entity_rows(
-        result.entities, embedding_generator=embedding_generator
-    )
-    relationships = result.relationships
-
-    if not entity_rows and not relationships:
-        print("No candidate entities or relationships detected.")
-        return
-
-    if entity_rows:
-        entity_table = pa.Table.from_pylist(entity_rows)
-        service.upsert_table("Entity", entity_table, merge=True)
-        message = f"Upserted {entity_table.num_rows} entity rows into dataset 'Entity'."
-        print(message)
-
-    relationship_rows = _prepare_relationship_rows(
-        relationships,
-        name_to_id,
-        embedding_generator=embedding_generator,
-    )
-    if relationship_rows:
-        rel_table = pa.Table.from_pylist(relationship_rows)
-        service.upsert_table("RELATIONSHIP", rel_table, merge=True)
-        message = (
-            "Upserted "
-            f"{rel_table.num_rows} relationship rows into dataset "
-            "'RELATIONSHIP'."
-        )
-        print(message)
-
-
-def _resolve_text_input(raw: str) -> str:
-    """Load text from a file if it exists, otherwise treat the string as content."""
-    candidate = Path(raw)
-    if candidate.exists():
-        if candidate.is_dir():
-            raise IsADirectoryError(f"Expected text file, got directory: {candidate}")
-        return candidate.read_text(encoding="utf-8")
-    return raw
-
-
-def _ensure_dict(item: object) -> dict:
-    if is_dataclass(item):
-        return asdict(item)  # type: ignore[arg-type]
-    if isinstance(item, dict):
-        return item
-    raise TypeError(f"Unsupported extraction item type: {type(item)!r}")
-
-
-def _result_to_dict(result: "kg_extraction.ExtractionResult") -> dict[str, list[dict]]:
-    return {
-        "entities": [asdict(entity) for entity in result.entities],
-        "relationships": [asdict(rel) for rel in result.relationships],
-    }
-
-
-def _prepare_entity_rows(
-    entities: list[Any],
-    *,
-    embedding_generator: EmbeddingGenerator | None = None,
-) -> tuple[list[dict[str, Any]], dict[str, str]]:
-    rows: list[dict[str, Any]] = []
-    name_to_id: dict[str, str] = {}
-    for entity in entities:
-        payload = _ensure_dict(entity)
-        name = str(payload.get("name", "")).strip()
-        entity_type = str(
-            payload.get("entity_type") or payload.get("type") or ""
-        ).strip()
-        if not name:
-            continue
-        base = f"{name}|{entity_type}".encode("utf-8")
-        entity_id = hashlib.md5(base).hexdigest()
-        payload["entity_id"] = entity_id
-        payload["entity_type"] = entity_type or "UNKNOWN"
-        payload["name_lower"] = name.lower()
-        rows.append(payload)
-        name_to_id.setdefault(name.lower(), entity_id)
-    if embedding_generator and rows:
-        _assign_embeddings(
-            rows,
-            embedding_generator,
-            _format_entity_embedding_input,
-        )
-    return rows, name_to_id
-
-
-def _prepare_relationship_rows(
-    relationships: list[Any],
-    name_to_id: dict[str, str],
-    *,
-    embedding_generator: EmbeddingGenerator | None = None,
-) -> list[dict[str, Any]]:
-    rows: list[dict[str, Any]] = []
-    for relation in relationships:
-        payload = _ensure_dict(relation)
-        source_name = str(
-            payload.get("source_entity_name") or payload.get("source") or ""
-        ).strip()
-        target_name = str(
-            payload.get("target_entity_name") or payload.get("target") or ""
-        ).strip()
-        source_id = name_to_id.get(source_name.lower())
-        target_id = name_to_id.get(target_name.lower())
-        if not (source_id and target_id):
-            continue
-        payload["source_entity_id"] = source_id
-        payload["target_entity_id"] = target_id
-        payload["relationship_type"] = (
-            payload.get("relationship_type") or payload.get("type") or "RELATED_TO"
-        )
-        payload.setdefault("source_entity_name", source_name)
-        payload.setdefault("target_entity_name", target_name)
-        rows.append(payload)
-    if embedding_generator and rows:
-        _assign_embeddings(
-            rows,
-            embedding_generator,
-            _format_relationship_embedding_input,
-        )
-    return rows
-
-
-def _assign_embeddings(
-    rows: list[dict[str, Any]],
-    embedding_generator: EmbeddingGenerator,
-    formatter: Callable[[Mapping[str, Any]], str],
-) -> None:
-    texts: list[str] = []
-    indices: list[int] = []
-    for idx, row in enumerate(rows):
-        text = formatter(row)
-        if text:
-            texts.append(text)
-            indices.append(idx)
-    if not texts:
-        return
-    try:
-        vectors = embedding_generator.embed(texts)
-    except Exception as exc:  # pragma: no cover - defensive logging path
-        LOGGER.warning("Failed to generate embeddings: %s", exc)
-        return
-    if len(vectors) != len(indices):
-        LOGGER.warning(
-            "Mismatch between embedding count and row count: expected %s, got %s",
-            len(indices),
-            len(vectors),
-        )
-        return
-    for idx, vector in zip(indices, vectors):
-        rows[idx]["embedding"] = vector
-
-
-def _format_entity_embedding_input(row: Mapping[str, Any]) -> str:
-    name = str(row.get("name", "")).strip()
-    entity_type = str(row.get("entity_type", "")).strip()
-    context = str(row.get("context", "")).strip()
-    pieces = []
-    if name:
-        pieces.append(name)
-    if entity_type:
-        pieces.append(f"Type: {entity_type}")
-    if context:
-        pieces.append(f"Context: {context}")
-    return " | ".join(pieces)
-
-
-def _format_relationship_embedding_input(row: Mapping[str, Any]) -> str:
-    source = str(row.get("source_entity_name") or row.get("source") or "").strip()
-    target = str(row.get("target_entity_name") or row.get("target") or "").strip()
-    relationship_type = str(row.get("relationship_type", "")).strip()
-    description = str(row.get("description", "")).strip()
-    core: list[str] = []
-    if source or target:
-        if relationship_type:
-            core.append(f"{source} -[{relationship_type}]-> {target}".strip())
-        else:
-            core.append(f"{source} -> {target}".strip())
-    if description:
-        core.append(f"Description: {description}")
-    return " | ".join(part for part in core if part)
diff --git a/python/python/knowledge_graph/cli/interactive.py b/python/python/knowledge_graph/cli/interactive.py
deleted file mode 100644
index b6c84cc..0000000
--- a/python/python/knowledge_graph/cli/interactive.py
+++ /dev/null
@@ -1,117 +0,0 @@
-"""Interactive shell and CLI display helpers for the knowledge graph."""
-
-from __future__ import annotations
-
-import sys
-from typing import TYPE_CHECKING
-
-from ..store import LanceGraphStore
-
-if TYPE_CHECKING:
-    from ..config import KnowledgeGraphConfig
-    from ..service import LanceKnowledgeGraph
-
-if TYPE_CHECKING:
-    import pyarrow as pa
-
-
-def list_datasets(config: "KnowledgeGraphConfig") -> None:
-    """List the Lance datasets available under the configured root."""
-    store = LanceGraphStore(config)
-    store.ensure_layout()
-    datasets = store.list_datasets()
-    if not datasets:
-        print("No Lance datasets found. Load data or run extraction first.")
-        return
-    print("Available Lance datasets:")
-    for name, path in sorted(datasets.items()):
-        print(f"  - {name}: {path}")
-
-
-def run_interactive(service: "LanceKnowledgeGraph") -> None:
-    """Enter an interactive shell for issuing Cypher queries."""
-    print("Lance Knowledge Graph interactive shell")
-    print("Type ':help' for commands, or 'quit' to exit.")
-
-    while True:
-        try:
-            text = input("kg> ").strip()
-        except EOFError:
-            print()
-            break
-
-        if not text:
-            continue
-        lowered = text.lower()
-        if lowered in {"quit", "exit", "q"}:
-            break
-        if text.startswith(":"):
-            _handle_command(text, service)
-            continue
-
-        _execute_query(service, text)
-
-
-def _handle_command(command: str, service: "LanceKnowledgeGraph") -> None:
-    """Handle meta-commands in the interactive shell."""
-    cmd = command.strip()
-    if cmd in {":help", ":h"}:
-        print("Commands:")
-        print("  :help           Show this message")
-        print("  :datasets       List persisted Lance datasets")
-        print("  :config         Show the configured node/relationship mappings")
-        print("  quit/exit/q     Leave the shell")
-        return
-    if cmd in {":datasets", ":ls"}:
-        list_datasets(service.store.config)
-        return
-    if cmd in {":config", ":schema"}:
-        _print_config_summary(service)
-        return
-    print(f"Unknown command: {command}")
-
-
-def _print_config_summary(service: "LanceKnowledgeGraph") -> None:
-    """Print a brief summary of the graph configuration."""
-    config = service.config
-    # GraphConfig does not currently expose direct iterators; rely on repr.
-    print("Graph configuration:")
-    print(f"  {config!r}")
-
-
-def _execute_query(service: "LanceKnowledgeGraph", statement: str) -> None:
-    """Execute a single Cypher statement and print results."""
-    try:
-        result = service.run(statement)
-    except Exception as exc:  # pragma: no cover - CLI feedback path
-        print(f"Query failed: {exc}", file=sys.stderr)
-        return
-
-    _print_table(result)
-
-
-def _print_table(table: "pa.Table") -> None:
-    """Render a PyArrow table in a simple textual format."""
-    if table.num_rows == 0:
-        print("(no rows)")
-        return
-
-    column_names = table.column_names
-    columns = [table.column(i).to_pylist() for i in range(len(column_names))]
-    widths = []
-    for name, values in zip(column_names, columns):
-        str_values = ["" if value is None else str(value) for value in values]
-        if str_values:
-            width = max(len(name), *(len(value) for value in str_values))
-        else:
-            width = len(name)
-        widths.append(width)
-
-    header = " | ".join(name.ljust(width) for name, width in zip(column_names, widths))
-    separator = "-+-".join("-" * width for width in widths)
-    print(header)
-    print(separator)
-    for row_values in zip(*columns):
-        str_row = ["" if value is None else str(value) for value in row_values]
-        line = " | ".join(value.ljust(width) for value, width in zip(str_row, widths))
-        print(line)
diff --git a/python/python/knowledge_graph/cli/parser.py b/python/python/knowledge_graph/cli/parser.py
deleted file mode 100644
index 9ce671c..0000000
--- a/python/python/knowledge_graph/cli/parser.py
+++ /dev/null
@@ -1,101 +0,0 @@
-from __future__ import annotations
-
-import argparse
-from pathlib import Path
-
-from .. import extraction as kg_extraction
-from ..embeddings import DEFAULT_EMBEDDING_MODEL
-
-
-def build_parser() -> argparse.ArgumentParser:
-    parser = argparse.ArgumentParser(
-        prog="knowledge_graph",
-        description="Operate the Lance-backed knowledge graph.",
-    )
-    parser.add_argument(
-        "--root",
-        type=Path,
-        help="Root directory for Lance datasets (default: ./knowledge_graph_data).",
-    )
-    parser.add_argument(
-        "--schema",
-        type=Path,
-        help="Path to a YAML file describing node and relationship mappings.",
-    )
-    parser.add_argument(
-        "--list-datasets",
-        action="store_true",
-        help="List stored Lance datasets and exit.",
-    )
-    parser.add_argument(
-        "--extractor",
-        choices=["heuristic", "llm"],
-        default=kg_extraction.DEFAULT_STRATEGY,
-        help="Extraction strategy to use (default: llm).",
-    )
-    parser.add_argument(
-        "--llm-model",
-        default="gpt-4o-mini",
-        help="LLM model identifier when using --extractor llm.",
-    )
-    parser.add_argument(
-        "--llm-temperature",
-        type=float,
-        default=0.2,
-        help="Sampling temperature for --extractor llm (default: 0.2).",
-    )
-    parser.add_argument(
-        "--llm-config",
-        type=Path,
-        help=(
-            "Optional YAML file with OpenAI client options (api_key, base_url, "
-            "headers, etc)."
-        ),
-    )
-    parser.add_argument(
-        "--embedding-model",
-        default=DEFAULT_EMBEDDING_MODEL,
-        help=("OpenAI embedding model for semantic search (set to 'none' to disable)."),
-    )
-    parser.add_argument(
-        "--seed-count",
-        type=int,
-        default=5,
-        help=(
-            "Maximum number of seed entities to surface from similarity search "
-            "(default: 5)."
-        ),
-    )
-    parser.add_argument(
-        "--log-level",
-        default="WARNING",
-        help="Logging level (DEBUG, INFO, WARNING, ERROR).",
-    )
-
-    group = parser.add_mutually_exclusive_group()
-    group.add_argument(
-        "--init",
-        action="store_true",
-        help="Initialize the knowledge graph storage.",
-    )
-    group.add_argument(
-        "--extract-preview",
-        metavar="INPUT",
-        help="Preview extracted knowledge from a file path or raw text.",
-    )
-    group.add_argument(
-        "--extract-and-add",
-        metavar="INPUT",
-        help="Extract knowledge from a file path or raw text and insert it.",
-    )
-    group.add_argument(
-        "--ask",
-        metavar="QUESTION",
-        help="Ask a natural-language question over the knowledge graph.",
-    )
-    parser.add_argument(
-        "query",
-        nargs="?",
-        help="Execute a single Cypher query against the Lance datasets.",
-    )
-    return parser
diff --git a/python/python/knowledge_graph/cli/runtime.py b/python/python/knowledge_graph/cli/runtime.py
deleted file mode 100644
index eabd1cd..0000000
--- a/python/python/knowledge_graph/cli/runtime.py
+++ /dev/null
@@ -1,53 +0,0 @@
-from __future__ import annotations
-
-import logging
-from pathlib import Path
-from typing import Optional
-
-import yaml
-
-from ..config import KnowledgeGraphConfig
-from ..service import LanceKnowledgeGraph
-from ..store import LanceGraphStore
-
-
-def load_config(args) -> KnowledgeGraphConfig:
-    if args.root:
-        config = KnowledgeGraphConfig.from_root(Path(args.root))
-    else:
-        config = KnowledgeGraphConfig.default()
-    if args.schema:
-        config = config.with_schema(Path(args.schema))
-    return config
-
-
-def load_service(config: KnowledgeGraphConfig) -> LanceKnowledgeGraph:
-    graph_config = config.load_graph_config()
-    storage = LanceGraphStore(config)
-    service = LanceKnowledgeGraph(graph_config, storage=storage)
-    service.ensure_initialized()
-    return service
-
-
-def configure_logging(level: str) -> None:
-    normalized = level.upper()
-    numeric = getattr(logging, normalized, None)
-    if not isinstance(numeric, int):
-        raise ValueError(f"Invalid log level: {level}")
-    logging.basicConfig(level=numeric)
-
-
-def load_llm_options(path: Optional[Path]) -> dict:
-    if not path:
-        return {}
-    if not path.exists():
-        raise FileNotFoundError(f"LLM config file not found: {path}")
-    with path.open("r", encoding="utf-8") as handle:
-        data = yaml.safe_load(handle) or {}
-    if not isinstance(data, dict):
-        raise ValueError("LLM config must be a mapping")
-    if "default_headers" not in data and "http_headers" in data:
-        headers = data.pop("http_headers")
-        if isinstance(headers, dict):
-            data["default_headers"] = headers
-    return data
diff --git a/python/python/knowledge_graph/component.py b/python/python/knowledge_graph/component.py
deleted file mode 100644
index 0a365c3..0000000
--- a/python/python/knowledge_graph/component.py
+++ /dev/null
@@ -1,216 +0,0 @@
-"""Reusable FastAPI component for the Lance knowledge graph service."""
-
-from __future__ import annotations
-
-from typing import Any, Dict, List, Literal, Optional
-
-import pyarrow as pa
-import yaml
-from fastapi import APIRouter, HTTPException
-from pydantic import BaseModel, Field
-
-from .config import KnowledgeGraphConfig
-from .service import LanceKnowledgeGraph
-from .store import LanceGraphStore
-
-
-class QueryRequest(BaseModel):
-    query: str
-
-
-class QueryResponse(BaseModel):
-    rows: List[Dict[str, Any]]
-    row_count: int
-
-
-class VectorQueryRequest(BaseModel):
-    """Request body for vector-reranked Cypher queries.
-
-    Supply either ``vector`` (raw floats) or ``query_text`` (auto-embedded via OpenAI).
-    """
-
-    query: str = Field(..., description="Cypher statement to execute.")
-    column: str = Field(..., description="Name of the vector column to search.")
-
-    # Choose one: pass the vector directly or pass the text
-    # and let the server automatically embed it
-    vector: Optional[List[float]] = Field(
-        None,
-        description="Query vector (float list). Mutually exclusive with query_text.",
-    )
-    query_text: Optional[str] = Field(
-        None, description="Text to embed as query vector. Requires OpenAI API key."
-    )
-
-    metric: Literal["cosine", "l2", "dot"] = Field(
-        "cosine", description="Distance metric: cosine | l2 | dot."
-    )
-    top_k: int = Field(10, ge=1, le=10000, description="Number of nearest neighbours.")
-    include_distance: bool = Field(
-        True, description="Include _distance column in results."
-    )
-    embedding_model: str = Field(
-        "text-embedding-3-small",
-        description="OpenAI embedding model (only used when query_text is provided).",
-    )
-
-
-class VectorQueryResponse(BaseModel):
-    rows: List[Dict[str, Any]]
-    row_count: int
-    column: str
-    metric: str
-    top_k: int
-
-
-class DatasetUpsertRequest(BaseModel):
-    records: List[Dict[str, Any]]
-    merge: bool = True
-
-
-class KnowledgeGraphComponent:
-    """Bundle FastAPI routes that expose the Lance knowledge graph."""
-
-    def __init__(self, config: Optional[KnowledgeGraphConfig] = None):
-        self._config = config or KnowledgeGraphConfig.default()
-        self._service: Optional[LanceKnowledgeGraph] = None
-        self.router = APIRouter(tags=["knowledge-graph"])
-        self._setup_routes()
-
-    def _get_service(self) -> LanceKnowledgeGraph:
-        if self._service is None:
-            try:
-                self._service = _create_service(self._config)
-            except FileNotFoundError as exc:
-                raise HTTPException(status_code=500, detail=str(exc)) from exc
-        return self._service
-
-    def _setup_routes(self) -> None:
-        @self.router.get("/health")
-        async def health() -> Dict[str, str]:
-            return {"status": "healthy", "service": "lance-knowledge-graph"}
-
-        @self.router.get("/datasets")
-        async def list_datasets() -> Dict[str, List[str]]:
-            service = self._get_service()
-            names = list(service.dataset_names())
-            return {"datasets": names}
-
-        @self.router.get("/datasets/{name}")
-        async def get_dataset(name: str, limit: int = 100) -> Dict[str, Any]:
-            service = self._get_service()
-            if not service.has_dataset(name):
-                raise HTTPException(
-                    status_code=404, detail=f"Dataset '{name}' not found"
-                )
-
-            table = service.load_table(name)
-            rows = table.to_pylist()
-            if limit is not None:
-                rows = rows[:limit]
-            return {"name": name, "row_count": len(rows), "rows": rows}
-
-        @self.router.post("/datasets/{name}")
-        async def upsert_dataset(
-            name: str, request: DatasetUpsertRequest
-        ) -> Dict[str, Any]:
-            if not request.records:
-                raise HTTPException(status_code=400, detail="records cannot be empty")
-
-            table = pa.Table.from_pylist(request.records)
-            service = self._get_service()
-            service.upsert_table(name, table, merge=request.merge)
-            return {"status": "ok", "dataset": name, "row_count": table.num_rows}
-
-        @self.router.post("/query", response_model=QueryResponse)
-        async def execute_query(request: QueryRequest) -> QueryResponse:
-            service = self._get_service()
-            result = service.query(request.query)
-            rows = result.to_pylist()
-            return QueryResponse(rows=rows, row_count=len(rows))
-
-        @self.router.get("/schema")
-        async def get_schema() -> Dict[str, Any]:
-            schema_path = self._config.resolved_schema_path()
-            if not schema_path.exists():
-                raise HTTPException(status_code=404, detail="Schema file not found")
-            with schema_path.open("r", encoding="utf-8") as handle:
-                payload = yaml.safe_load(handle) or {}
-            return {"path": str(schema_path), "schema": payload}
-
-        @self.router.post("/query/vector", response_model=VectorQueryResponse)
-        async def execute_vector_query(
-            request: VectorQueryRequest,
-        ) -> VectorQueryResponse:
-            """Execute a Cypher query with vector similarity reranking.
-
-            Supply ``vector`` (raw floats) or ``query_text`` (auto-embedded).
-            """
-            if request.vector is None and request.query_text is None:
-                raise HTTPException(
-                    status_code=400,
-                    detail="Either 'vector' or 'query_text' must be provided.",
-                )
-            if request.vector is not None and request.query_text is not None:
-                raise HTTPException(
-                    status_code=400,
-                    detail="Provide only one of 'vector' or 'query_text', not both.",
-                )
-
-            service = self._get_service()
-
-            try:
-                if request.query_text is not None:
-                    # Text: service internally calls EmbeddingGenerator
-                    result = service.query_by_text(
-                        request.query,
-                        request.query_text,
-                        request.column,
-                        top_k=request.top_k,
-                        metric=request.metric,
-                        include_distance=request.include_distance,
-                        embedding_model=request.embedding_model,
-                    )
-                else:
-                    # Vector: Constructing VectorSearch directly
-                    from lance_graph import DistanceMetric, VectorSearch
-
-                    _metric_map = {
-                        "cosine": DistanceMetric.Cosine,
-                        "l2": DistanceMetric.L2,
-                        "dot": DistanceMetric.Dot,
-                    }
-                    vs = (
-                        VectorSearch(request.column)
-                        .query_vector(request.vector)
-                        .metric(_metric_map[request.metric])
-                        .top_k(request.top_k)
-                        .include_distance(request.include_distance)
-                    )
-                    result = service.run_with_vector_rerank(request.query, vs)
-
-            except RuntimeError as exc:
-                raise HTTPException(status_code=500, detail=str(exc)) from exc
-            except ValueError as exc:
-                raise HTTPException(status_code=400, detail=str(exc)) from exc
-
-            rows = result.to_pylist()
-            return VectorQueryResponse(
-                rows=rows,
-                row_count=len(rows),
-                column=request.column,
-                metric=request.metric,
-                top_k=request.top_k,
-            )
-
-    def close(self) -> None:
-        """Release retained resources."""
-        self._service = None
-
-
-def _create_service(config: KnowledgeGraphConfig) -> LanceKnowledgeGraph:
-    graph_config = config.load_graph_config()
-    storage = LanceGraphStore(config)
-    service = LanceKnowledgeGraph(graph_config, storage=storage)
-    service.ensure_initialized()
-    return service
diff --git a/python/python/knowledge_graph/config.py b/python/python/knowledge_graph/config.py
deleted file mode 100644
index 26111fe..0000000
--- a/python/python/knowledge_graph/config.py
+++ /dev/null
@@ -1,191 +0,0 @@
-"""Configuration helpers for Lance-backed knowledge graphs."""
-
-from __future__ import annotations
-
-from dataclasses import dataclass, field
-from pathlib import Path
-from typing import Any, Mapping, Optional
-
-import pyarrow.fs
-import yaml
-from lance_graph import GraphConfig
-
-
-@dataclass(slots=True)
-class KnowledgeGraphConfig:
-    """Root configuration for the Lance-backed knowledge graph."""
-
-    storage_path: Path | str
-    schema_path: Optional[Path | str] = None
-    default_dataset: Optional[str] = None
-    entity_types: tuple[str, ...] = field(default_factory=tuple)
-    relationship_types: tuple[str, ...] = field(default_factory=tuple)
-    storage_options: Optional[dict[str, str]] = None
-
-    @classmethod
-    def from_root(
-        cls,
-        root: Path | str,
-        *,
-        default_dataset: Optional[str] = None,
-        storage_options: Optional[dict[str, str]] = None,
-    ) -> KnowledgeGraphConfig:
-        """Create a configuration anchored at ``root``."""
-        if isinstance(root, str) and "://" in root:
-            schema_path = f"{root.rstrip('/')}/graph.yaml"
-        else:
-            if isinstance(root, str):
-                root = Path(root)
-            schema_path = root / "graph.yaml"
-        return cls(
-            storage_path=root,
-            schema_path=schema_path,
-            default_dataset=default_dataset,
-            storage_options=storage_options,
-        )
-
-    @classmethod
-    def default(cls) -> KnowledgeGraphConfig:
-        """Use a storage folder relative to the current working directory."""
-        return cls.from_root(Path.cwd() / "knowledge_graph_data")
-
-    def resolved_schema_path(self) -> Path | str:
-        """Return the expected path to the graph schema definition."""
-        if self.schema_path:
-            return self.schema_path
-        if isinstance(self.storage_path, str) and "://" in self.storage_path:
-            return f"{self.storage_path.rstrip('/')}/graph.yaml"
-        if isinstance(self.storage_path, str):
-            return Path(self.storage_path) / "graph.yaml"
-        return self.storage_path / "graph.yaml"
-
-    def ensure_directories(self) -> None:
-        """Create required directories for persistent storage."""
-        if isinstance(self.storage_path, str) and "://" in self.storage_path:
-            return
-
-        path = (
-            self.storage_path
-            if isinstance(self.storage_path, Path)
-            else Path(self.storage_path)
-        )
-        path.mkdir(parents=True, exist_ok=True)
-        schema = self.resolved_schema_path()
-        if isinstance(schema, Path):
-            schema.parent.mkdir(parents=True, exist_ok=True)
-
-    def with_schema(self, schema_path: Path | str) -> KnowledgeGraphConfig:
-        """Return a copy of the config with an explicit schema path."""
-        return KnowledgeGraphConfig(
-            storage_path=self.storage_path,
-            schema_path=schema_path,
-            default_dataset=self.default_dataset,
-            entity_types=self.entity_types,
-            relationship_types=self.relationship_types,
-            storage_options=self.storage_options,
-        )
-
-    def load_graph_config(self) -> GraphConfig:
-        """Load the Lance ``GraphConfig`` from the schema document."""
-        payload = self._load_schema_payload()
-        entity_types = payload.get("entity_types") or []
-        relationship_types = payload.get("relationship_types") or []
-        self.entity_types = _normalize_type_list(entity_types)
-        self.relationship_types = _normalize_type_list(relationship_types)
-        if not payload.get("nodes") and not payload.get("relationships"):
-            return build_default_graph_config()
-        return build_graph_config_from_mapping(payload)
-
-    def type_hints(self) -> dict[str, tuple[str, ...]]:
-        """Return configured entity and relationship type hints."""
-        # Ensure the latest schema values are loaded.
-        try:
-            self.load_graph_config()
-        except FileNotFoundError:
-            pass
-        return {
-            "entity_types": self.entity_types,
-            "relationship_types": self.relationship_types,
-        }
-
-    def _load_schema_payload(self) -> Mapping[str, Any]:
-        schema_path = self.resolved_schema_path()
-        if isinstance(schema_path, str) and "://" in schema_path:
-            fs, path = pyarrow.fs.FileSystem.from_uri(schema_path)
-            try:
-                with fs.open_input_stream(path) as f:
-                    payload = yaml.safe_load(f.read()) or {}
-            except FileNotFoundError:
-                raise FileNotFoundError(
-                    f"Graph schema configuration not found at {schema_path}"
-                )
-        else:
-            if isinstance(schema_path, str):
-                schema_path = Path(schema_path)
-
-            if not schema_path.exists():
-                raise FileNotFoundError(
-                    f"Graph schema configuration not found at {schema_path}"
-                )
-            with schema_path.open("r", encoding="utf-8") as handle:
-                payload = yaml.safe_load(handle) or {}
-
-        if not isinstance(payload, Mapping):
-            raise ValueError("Graph schema configuration must be a mapping")
-        return payload  # type: ignore[return-value]
-
-
-def build_graph_config_from_mapping(data: Mapping[str, Any]) -> GraphConfig:
-    """Create a ``GraphConfig`` instance from a schema mapping."""
-    builder = GraphConfig.builder()
-
-    for label, node_spec in data.get("nodes", {}).items():
-        if isinstance(node_spec, str):
-            builder = builder.with_node_label(label, node_spec)
-        else:
-            id_field = node_spec.get("id_field")
-            if not id_field:
-                raise ValueError(f"Node '{label}' is missing 'id_field'")
-            builder = builder.with_node_label(label, id_field)
-
-    for rel_type, rel_spec in data.get("relationships", {}).items():
-        if not isinstance(rel_spec, Mapping):
-            raise ValueError(
-                (
-                    f"Relationship '{rel_type}' must be a mapping with 'source' and "
-                    "'target'"
-                )
-            )
-        source_field = rel_spec.get("source")
-        target_field = rel_spec.get("target")
-        if not (source_field and target_field):
-            raise ValueError(
-                f"Relationship '{rel_type}' must define 'source' and 'target' fields"
-            )
-        builder = builder.with_relationship(rel_type, source_field, target_field)
-
-    return builder.build()
-
-
-def build_default_graph_config() -> GraphConfig:
-    builder = GraphConfig.builder()
-    builder = builder.with_node_label("Entity", "entity_id")
-    builder = builder.with_relationship(
-        "RELATIONSHIP",
-        "source_entity_id",
-        "target_entity_id",
-    )
-    return builder.build()
-
-
-def _normalize_type_list(values: Any) -> tuple[str, ...]:
-    if not isinstance(values, list):
-        return tuple()
-    cleaned: list[str] = []
-    for item in values:
-        if not isinstance(item, str):
-            continue
-        trimmed = item.strip()
-        if trimmed:
-            cleaned.append(trimmed)
-    return tuple(cleaned)
diff --git a/python/python/knowledge_graph/embeddings.py b/python/python/knowledge_graph/embeddings.py
deleted file mode 100644
index 20a771a..0000000
--- a/python/python/knowledge_graph/embeddings.py
+++ /dev/null
@@ -1,108 +0,0 @@
-"""Embedding utilities backed by the OpenAI client."""
-
-from __future__ import annotations
-
-import logging
-import math
-from typing import Any, Mapping, MutableMapping, Sequence
-
-LOGGER = logging.getLogger(__name__)
-
-DEFAULT_EMBEDDING_MODEL = "text-embedding-3-small"
-
-
-class EmbeddingGenerator:
-    """Generate embeddings using OpenAI's embeddings API."""
-
-    def __init__(
-        self,
-        *,
-        model: str = DEFAULT_EMBEDDING_MODEL,
-        client_options: Mapping[str, Any] | None = None,
-    ) -> None:
-        self._model = model
-        self._client_options: MutableMapping[str, Any] = dict(client_options or {})
-        self._client = None
-
-    def embed(self, texts: Sequence[str]) -> list[list[float]]:
-        """Return embeddings for the provided texts."""
-        sanitized = [text for text in texts if text]
-        if not sanitized:
-            return []
-
-        client = self._ensure_client()
-        response = client.embeddings.create(model=self._model, input=sanitized)
-        data = getattr(response, "data", None)
-        if not data:
-            raise RuntimeError("OpenAI embedding response missing 'data' entries.")
-
-        embeddings: list[list[float]] = []
-        for item in data:
-            vector = getattr(item, "embedding", None)
-            if vector is None and isinstance(item, Mapping):
-                vector = item.get("embedding")
-            if vector is None:
-                raise RuntimeError("OpenAI embedding response missing 'embedding'.")
-            try:
-                embeddings.append([float(value) for value in vector])
-            except (TypeError, ValueError) as exc:
-                raise RuntimeError(
-                    "Embedding vector contains non-numeric values."
-                ) from exc
-        return embeddings
-
-    def embed_one(self, text: str) -> list[float] | None:
-        """Return a single embedding for convenience."""
-        vectors = self.embed([text])
-        return vectors[0] if vectors else None
-
-    def _ensure_client(self):
-        if self._client is None:
-            try:
-                from openai import OpenAI  # type: ignore[import-not-found]
-            except ImportError as exc:
-                raise RuntimeError(
-                    "The `openai` package is required for embeddings. "
-                    "Install it or supply a custom client."
-                ) from exc
-
-            sanitized_opts = _sanitize_options(self._client_options)
-            LOGGER.debug(
-                "Initializing OpenAI embeddings client",
-                extra={
-                    "lance_graph": {
-                        "openai_model": self._model,
-                        "openai_options": sanitized_opts,
-                    }
-                },
-            )
-            self._client = OpenAI(**self._client_options)
-        return self._client
-
-
-def cosine_similarity(lhs: Sequence[float], rhs: Sequence[float]) -> float:
-    """Return cosine similarity between two vectors."""
-    if len(lhs) != len(rhs):
-        LOGGER.debug(
-            "Unable to compute cosine similarity due to mismatched lengths: %s vs %s",
-            len(lhs),
-            len(rhs),
-        )
-        return 0.0
-    dot = sum(x * y for x, y in zip(lhs, rhs))
-    lhs_norm = math.sqrt(sum(x * x for x in lhs))
-    rhs_norm = math.sqrt(sum(y * y for y in rhs))
-    if lhs_norm == 0 or rhs_norm == 0:
-        return 0.0
-    return dot / (lhs_norm * rhs_norm)
-
-
-def _sanitize_options(options: Mapping[str, Any]) -> dict[str, Any]:
-    """Strip sensitive values for logging."""
-    sanitized: dict[str, Any] = {}
-    for key, value in options.items():
-        if key.lower() in {"api_key", "api-key", "authorization"}:
-            sanitized[key] = "***"
-        else:
-            sanitized[key] = value
-    return sanitized
diff --git a/python/python/knowledge_graph/extraction.py b/python/python/knowledge_graph/extraction.py
deleted file mode 100644
index 3a7b246..0000000
--- a/python/python/knowledge_graph/extraction.py
+++ /dev/null
@@ -1,84 +0,0 @@
-"""High-level extraction utilities combining heuristic and LLM strategies."""
-
-from __future__ import annotations
-
-from typing import Any, Optional
-
-from .extractors import HeuristicExtractor, LLMExtractor
-from .extractors.base import ExtractedEntity, ExtractedRelationship, ExtractionResult
-from .extractors.llm import load_json_payload
-
-DEFAULT_STRATEGY = "llm"
-
-
-def get_extractor(
-    strategy: str = DEFAULT_STRATEGY,
-    *,
-    llm_callable=None,
-    llm_model: str = "gpt-4o-mini",
-    llm_temperature: float = 0.2,
-    llm_options: Optional[dict] = None,
-) -> "BaseExtractor":
-    strategy = strategy.lower()
-    if strategy == "heuristic":
-        return HeuristicExtractor()
-    if strategy == "llm":
-        return LLMExtractor(
-            send_callable=llm_callable,
-            model=llm_model,
-            temperature=llm_temperature,
-            client_options=llm_options or {},
-        )
-    raise ValueError(f"Unknown extractor strategy '{strategy}'")
-
-
-def preview_extraction(
-    text: str,
-    *,
-    extractor: Optional["BaseExtractor"] = None,
-    strategy: str = DEFAULT_STRATEGY,
-) -> ExtractionResult:
-    extractor = extractor or get_extractor(strategy)
-    entities = extractor.extract_entities(text)
-    relationships = extractor.extract_relationships(text, entities)
-    return ExtractionResult(entities=entities, relationships=relationships)
-
-
-class BaseExtractor:
-    """Protocol-like base class for IDE support."""
-
-    def extract_entities(self, text: str) -> list[ExtractedEntity]:  # pragma: no cover
-        raise NotImplementedError
-
-    def extract_relationships(
-        self, text: str, entities: list[ExtractedEntity]
-    ) -> list[ExtractedRelationship]:  # pragma: no cover
-        raise NotImplementedError
-
-
-class LLMClient:
-    def __init__(self, extractor: LLMExtractor):
-        self._extractor = extractor
-
-    def complete(self, prompt: str) -> str:
-        return self._extractor.generate(prompt)
-
-
-def get_llm_client(
-    *,
-    llm_callable=None,
-    llm_model: str = "gpt-4o-mini",
-    llm_temperature: float = 0.2,
-    llm_options: Optional[dict] = None,
-) -> LLMClient:
-    extractor = LLMExtractor(
-        send_callable=llm_callable,
-        model=llm_model,
-        temperature=llm_temperature,
-        client_options=llm_options or {},
-    )
-    return LLMClient(extractor)
-
-
-def parse_llm_json(raw: str) -> Any:
-    return load_json_payload(raw)
diff --git a/python/python/knowledge_graph/extractors/__init__.py b/python/python/knowledge_graph/extractors/__init__.py
deleted file mode 100644
index 191510a..0000000
--- a/python/python/knowledge_graph/extractors/__init__.py
+++ /dev/null
@@ -1,13 +0,0 @@
-"""Extraction strategies for converting text into graph entities."""
-
-from .base import ExtractedEntity, ExtractedRelationship, ExtractionResult
-from .heuristic import HeuristicExtractor
-from .llm import LLMExtractor
-
-__all__ = [
-    "ExtractedEntity",
-    "ExtractedRelationship",
-    "ExtractionResult",
-    "HeuristicExtractor",
-    "LLMExtractor",
-]
diff --git a/python/python/knowledge_graph/extractors/base.py b/python/python/knowledge_graph/extractors/base.py
deleted file mode 100644
index 4e15512..0000000
--- a/python/python/knowledge_graph/extractors/base.py
+++ /dev/null
@@ -1,28 +0,0 @@
-"""Shared dataclasses and helpers for extraction implementations."""
-
-from __future__ import annotations
-
-from dataclasses import dataclass
-
-
-@dataclass(frozen=True)
-class ExtractedEntity:
-    name: str
-    entity_type: str
-    context: str
-    confidence: float
-
-
-@dataclass(frozen=True)
-class ExtractedRelationship:
-    source: str
-    target: str
-    relationship_type: str
-    description: str
-    confidence: float
-
-
-@dataclass(frozen=True)
-class ExtractionResult:
-    entities: list[ExtractedEntity]
-    relationships: list[ExtractedRelationship]
diff --git a/python/python/knowledge_graph/extractors/heuristic.py b/python/python/knowledge_graph/extractors/heuristic.py
deleted file mode 100644
index 00ac36a..0000000
--- a/python/python/knowledge_graph/extractors/heuristic.py
+++ /dev/null
@@ -1,51 +0,0 @@
-"""Rule-based extraction that identifies simple entity candidates."""
-
-from __future__ import annotations
-
-import re
-
-from .base import ExtractedEntity, ExtractedRelationship
-
-
-class HeuristicExtractor:
-    """Simplified extractor that tags title-cased words as entity candidates."""
-
-    _word_pattern = re.compile(r"\b[A-Z][a-zA-Z0-9_]+\b")
-
-    def extract_entities(self, text: str) -> list[ExtractedEntity]:
-        seen: set[str] = set()
-        entities: list[ExtractedEntity] = []
-
-        for match in self._word_pattern.finditer(text):
-            word = match.group()
-            if len(word) <= 2:
-                continue
-            if word.upper() == word:
-                continue  # Skip acronyms such as SQL.
-            if word in seen:
-                continue
-            seen.add(word)
-            entities.append(
-                ExtractedEntity(
-                    name=word,
-                    entity_type="TERM",
-                    context=_surrounding_context(text, match.start(), match.end()),
-                    confidence=0.4,
-                )
-            )
-        return entities
-
-    def extract_relationships(
-        self,
-        text: str,
-        entities: list[ExtractedEntity],
-    ) -> list[ExtractedRelationship]:
-        del text, entities
-        return []
-
-
-def _surrounding_context(text: str, start: int, end: int, radius: int = 50) -> str:
-    left = max(0, start - radius)
-    right = min(len(text), end + radius)
-    snippet = text[left:right].strip()
-    return snippet.replace("\n", " ")
diff --git a/python/python/knowledge_graph/extractors/llm.py b/python/python/knowledge_graph/extractors/llm.py
deleted file mode 100644
index 29914f0..0000000
--- a/python/python/knowledge_graph/extractors/llm.py
+++ /dev/null
@@ -1,230 +0,0 @@
-"""LLM-backed extraction using a configurable text-generation callable."""
-
-from __future__ import annotations
-
-import json
-import logging
-from typing import Any, Callable, Mapping, Sequence
-
-from .base import ExtractedEntity, ExtractedRelationship
-
-LOGGER = logging.getLogger(__name__)
-
-
-class LLMExtractor:
-    """Use a large language model to extract entities and relationships."""
-
-    def __init__(
-        self,
-        *,
-        send_callable: Callable[[str], str] | None = None,
-        model: str = "gpt-4o-mini",
-        temperature: float = 0.2,
-        client_options: Mapping[str, Any] | None = None,
-    ) -> None:
-        self._model = model
-        self._temperature = temperature
-        self._send = send_callable or self._default_send
-        self._client_options = dict(client_options or {})
-
-    def generate(self, prompt: str) -> str:
-        """Return the raw text output from the LLM for a given prompt."""
-        return self._send(prompt)
-
-    def extract_entities(self, text: str) -> list[ExtractedEntity]:
-        prompt = _entity_prompt(text)
-        response = self._send(prompt)
-        payload = load_json_payload(response)
-        records = _select_records(payload, preferred_key="entities")
-        entities: list[ExtractedEntity] = []
-        for item in records:
-            name = str(item.get("name", "")).strip()
-            if not name:
-                continue
-            entity_type = str(item.get("type", "TERM"))
-            context = str(item.get("description", ""))
-            confidence = float(item.get("confidence", 0.5) or 0.5)
-            entities.append(
-                ExtractedEntity(
-                    name=name,
-                    entity_type=entity_type,
-                    context=context,
-                    confidence=confidence,
-                )
-            )
-        return entities
-
-    def extract_relationships(
-        self,
-        text: str,
-        entities: Sequence[ExtractedEntity],
-    ) -> list[ExtractedRelationship]:
-        if not entities:
-            return []
-        prompt = _relationship_prompt(text, entities)
-        response = self._send(prompt)
-        payload = load_json_payload(response)
-        records = _select_records(payload, preferred_key="relationships")
-        relationships: list[ExtractedRelationship] = []
-        for item in records:
-            source = str(item.get("source_entity_name", "")).strip()
-            target = str(item.get("target_entity_name", "")).strip()
-            if not source or not target:
-                continue
-            rel_type = str(item.get("type", "RELATED_TO"))
-            description = str(item.get("description", ""))
-            confidence = float(item.get("confidence", 0.5) or 0.5)
-            relationships.append(
-                ExtractedRelationship(
-                    source=source,
-                    target=target,
-                    relationship_type=rel_type,
-                    description=description,
-                    confidence=confidence,
-                )
-            )
-        return relationships
-
-    # Default send ---------------------------------------------------------
-    def _default_send(self, prompt: str) -> str:
-        try:
-            from openai import OpenAI  # type: ignore[import-not-found]
-        except ImportError as exc:
-            raise RuntimeError(
-                "The `openai` package is required for LLM extraction. "
-                "Install it or provide `send_callable`."
-            ) from exc
-
-        sanitized = _sanitize_options(self._client_options)
-        LOGGER.debug(
-            "Initializing OpenAI client with options",
-            extra={"lance_graph": {"openai_options": sanitized}},
-        )
-
-        client = OpenAI(**self._client_options)
-        LOGGER.debug(
-            "Sending extraction prompt",
-            extra={
-                "lance_graph": {
-                    "openai_model": self._model,
-                    "openai_temperature": self._temperature,
-                    "openai_base_url": getattr(client, "base_url", None),
-                    "openai_headers": sanitized.get("default_headers"),
-                }
-            },
-        )
-        response = client.responses.create(
-            model=self._model,
-            input=prompt,
-            temperature=self._temperature,
-        )
-        if hasattr(response, "output_text"):
-            return response.output_text
-        if getattr(response, "output", None):
-            try:
-                chunks = []
-                for item in response.output:  # type: ignore[attr-defined]
-                    for content in getattr(item, "content", []):
-                        text = getattr(content, "text", None)
-                        if text and hasattr(text, "value"):
-                            chunks.append(text.value)
-                if chunks:
-                    return "\n".join(chunks)
-            except Exception:  # pragma: no cover - defensive fallback
-                pass
-        if getattr(response, "choices", None):
-            choice = response.choices[0]
-            message = getattr(choice, "message", None)
-            if message and hasattr(message, "content"):
-                return message.content  # type: ignore[no-any-return]
-        raise RuntimeError("Unexpected response format from OpenAI responses API.")
-
-
-# Prompt helpers --------------------------------------------------------------
-ENTITY_PROMPT_TEMPLATE = (
-    "You are an information extraction assistant. Read the text and list entities "
-    "that are explicitly mentioned (do not infer unstated companies or people). "
-    "Return ONLY a valid JSON array. Each item must include keys `name`, `type`, "
-    "`description`, and `confidence` (0.0-1.0). Use types such as PERSON, "
-    "ORGANIZATION, TEAM, PROJECT, LOCATION, TECHNOLOGY when appropriate.\n\n"
-    "Text:\n"
-    "{body}\n\n"
-    "JSON:\n"
-)
-
-
-def _entity_prompt(text: str) -> str:
-    return ENTITY_PROMPT_TEMPLATE.format(body=text.strip())
-
-
-RELATIONSHIP_PROMPT_TEMPLATE = (
-    "Given the text and the explicitly extracted entities, list relationships that "
-    "are directly stated (do not infer unstated connections). Return ONLY a valid "
-    "JSON array where each item contains `source_entity_name`, `target_entity_name`, "
-    "`type`, `description`, and `confidence` (0.0-1.0).\n\n"
-    "Text:\n"
-    "{body}\n\n"
-    "Entities:\n"
-    "{entities}\n\n"
-    "JSON:\n"
-)
-
-
-def _relationship_prompt(
-    text: str,
-    entities: Sequence[ExtractedEntity],
-) -> str:
-    entity_lines = "\n".join(
-        f"- {entity.name} ({entity.entity_type})" for entity in entities
-    )
-    return RELATIONSHIP_PROMPT_TEMPLATE.format(
-        body=text.strip(),
-        entities=entity_lines,
-    )
-
-
-def load_json_payload(raw: str) -> Any:
-    LOGGER.debug("LLM raw response: %s", raw)
-    cleaned = raw.strip()
-    if cleaned.startswith("```"):
-        parts = cleaned.split("```", 2)
-        if len(parts) >= 2:
-            cleaned = parts[1]
-    if cleaned.startswith("json"):
-        cleaned = cleaned[4:]
-    try:
-        return json.loads(cleaned)
-    except json.JSONDecodeError:
-        LOGGER.debug("Failed to decode LLM response as JSON")
-        return []
-
-
-def _select_records(payload: Any, preferred_key: str) -> list[dict[str, Any]]:
-    if isinstance(payload, list):
-        return [item for item in payload if isinstance(item, dict)]
-    if isinstance(payload, dict):
-        if preferred_key in payload and isinstance(payload[preferred_key], list):
-            return _select_records(payload[preferred_key], preferred_key)
-        for value in payload.values():
-            if isinstance(value, list):
-                records = [item for item in value if isinstance(item, dict)]
-                if records:
-                    return records
-    return []
-
-
-def _sanitize_options(options: Mapping[str, Any]) -> dict[str, Any]:
-    sanitized: dict[str, Any] = {}
-    for key, value in options.items():
-        if key.lower() in {"api_key", "organization"}:
-            sanitized[key] = "***"
-        elif key == "default_headers" and isinstance(value, Mapping):
-            sanitized[key] = {
-                header_key: "***"
-                if "authorization" in header_key.lower()
-                else header_value
-                for header_key, header_value in value.items()
-            }
-        else:
-            sanitized[key] = value
-    return sanitized
diff --git a/python/python/knowledge_graph/llm/__init__.py b/python/python/knowledge_graph/llm/__init__.py
deleted file mode 100644
index 14ec73f..0000000
--- a/python/python/knowledge_graph/llm/__init__.py
+++ /dev/null
@@ -1,28 +0,0 @@
-from .llm_utils import (
-    create_llm_client,
-    load_llm_options,
-    resolve_embedding_generator,
-)
-from .prompts import (
-    build_answer_prompt,
-    build_query_prompt,
-    build_type_hint_lines,
-    summarize_schema,
-)
-from .qa import ask_question, execute_queries, extract_query_plan
-from .semantic import collect_seed_neighbors, find_seed_entities
-
-__all__ = [
-    "ask_question",
-    "extract_query_plan",
-    "execute_queries",
-    "build_answer_prompt",
-    "build_query_prompt",
-    "build_type_hint_lines",
-    "summarize_schema",
-    "collect_seed_neighbors",
-    "find_seed_entities",
-    "create_llm_client",
-    "load_llm_options",
-    "resolve_embedding_generator",
-]
diff --git a/python/python/knowledge_graph/llm/llm_utils.py b/python/python/knowledge_graph/llm/llm_utils.py
deleted file mode 100644
index 86d7d0d..0000000
--- a/python/python/knowledge_graph/llm/llm_utils.py
+++ /dev/null
@@ -1,64 +0,0 @@
-"""LLM and embedding helpers for the knowledge graph CLI and QA."""
-
-from __future__ import annotations
-
-import logging
-from typing import TYPE_CHECKING, Any, Mapping, Optional
-
-import yaml
-
-from .. import extraction as kg_extraction
-from ..embeddings import EmbeddingGenerator
-
-if TYPE_CHECKING:
-    from pathlib import Path
-
-LOGGER = logging.getLogger(__name__)
-
-
-def load_llm_options(path: Optional["Path"]) -> dict:
-    if not path:
-        return {}
-    if not path.exists():
-        raise FileNotFoundError(f"LLM config file not found: {path}")
-    with path.open("r", encoding="utf-8") as handle:
-        data = yaml.safe_load(handle) or {}
-    if not isinstance(data, dict):
-        raise ValueError("LLM config must be a mapping")
-    if "default_headers" not in data and "http_headers" in data:
-        headers = data.pop("http_headers")
-        if isinstance(headers, dict):
-            data["default_headers"] = headers
-    return data
-
-
-def create_llm_client(
-    *,
-    llm_model: str,
-    llm_temperature: float,
-    llm_options: Optional[Mapping[str, Any]] = None,
-    llm_callable: Optional[Any] = None,
-) -> kg_extraction.LLMClient:
-    resolved_options = dict(llm_options or {})
-    return kg_extraction.get_llm_client(
-        llm_callable=llm_callable,
-        llm_model=llm_model,
-        llm_temperature=llm_temperature,
-        llm_options=resolved_options,
-    )
-
-
-def resolve_embedding_generator(
-    *,
-    model_name: str | None,
-    options: Optional[Mapping[str, Any]] = None,
-) -> EmbeddingGenerator | None:
-    model = (model_name or "").strip()
-    if not model or model.lower() == "none":
-        return None
-    client_options = dict(options or {})
-    try:
-        return EmbeddingGenerator(model=model, client_options=client_options)
-    except RuntimeError as exc:
-        LOGGER.warning("Embeddings disabled: %s", exc)
-        return None
diff --git a/python/python/knowledge_graph/llm/prompts.py b/python/python/knowledge_graph/llm/prompts.py
deleted file mode 100644
index aa31772..0000000
--- a/python/python/knowledge_graph/llm/prompts.py
+++ /dev/null
@@ -1,298 +0,0 @@
-"""Prompt and summary builders for LLM-assisted QA over the graph."""
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING, Any, Mapping, Sequence
-
-if TYPE_CHECKING:
-    from ..service import LanceKnowledgeGraph
-
-
-def summarize_schema(
-    service: "LanceKnowledgeGraph",
-    max_columns: int = 20,
-    max_value_samples: int = 10,
-) -> str:
-    type_hints = service.store.config.type_hints()
-    lines = []
-    for name in service.dataset_names():
-        try:
-            table = service.load_table(name)
-        except Exception:
-            continue
-        if hasattr(table, "schema"):
-            columns = list(getattr(table.schema, "names", []))
-        else:
-            columns = []
-        if len(columns) > max_columns:
-            columns = columns[:max_columns] + ["..."]
-        column_summary = f"- {name}: {', '.join(columns)}"
-        lines.append(column_summary)
-
-        extras: list[str] = []
-        upper_name = name.upper()
-        if upper_name == "ENTITY" and type_hints.get("entity_types"):
-            allowed = ", ".join(type_hints["entity_types"])
-            extras.append(f"allowed entity_type values: {allowed}")
-        try:
-            if (
-                upper_name == "RELATIONSHIP"
-                and "relationship_type" in table.column_names
-            ):
-                values = table.column("relationship_type").to_pylist()
-                distinct = sorted({str(value) for value in values if value is not None})
-                if distinct:
-                    if len(distinct) > max_value_samples:
-                        display = ", ".join(distinct[:max_value_samples]) + ", ..."
-                    else:
-                        display = ", ".join(distinct)
-                    extras.append(f"relationship_type values: {display}")
-            if upper_name == "RELATIONSHIP" and type_hints.get("relationship_types"):
-                allowed = ", ".join(type_hints["relationship_types"])
-                extras.append(f"allowed relationship_type values: {allowed}")
-        except Exception:
-            pass
-
-        lines.extend(f"  {extra}" for extra in extras)
-    if not lines:
-        return "(no datasets available)"
-    return "\n".join(lines)
-
-
-def build_type_hint_lines(type_hints: Mapping[str, tuple[str, ...]]) -> list[str]:
-    hints: list[str] = []
-    entity_types = type_hints.get("entity_types") or ()
-    relationship_types = type_hints.get("relationship_types") or ()
-    if entity_types:
-        hints.append(f"entity_type values: {', '.join(entity_types)}")
-    if relationship_types:
-        hints.append(f"relationship_type values: {', '.join(relationship_types)}")
-    return hints
-
-
-def _select_example_relationship_type(
-    type_hints: Mapping[str, tuple[str, ...]],
-) -> str:
-    relationship_types = type_hints.get("relationship_types") or ()
-    if relationship_types:
-        return relationship_types[0]
-    return "RELATIONSHIP_TYPE"
-
-
-def build_query_prompt(
-    question: str,
-    schema_summary: str,
-    type_hint_lines: list[str],
-    type_hints: Mapping[str, tuple[str, ...]],
-    seed_entities: Sequence[Mapping[str, Any]] | None = None,
-    seed_neighbors: Sequence[Mapping[str, Any]] | None = None,
-) -> str:
-    example_rel_type = _select_example_relationship_type(type_hints)
-    instruction_lines = [
-        "You translate questions into Cypher for Lance graph datasets.",
-        ("Use the schema summary to craft queries that directly answer the question."),
-        (
-            "  • Use the schema summary and allowed relationship_type values to "
-            "identify candidate relationship directions and types."
-        ),
-        (
-            "  • When the schema lists relationship_type values and the question "
-            "does not narrow them down, treat the list as exhaustive and include "
-            "every value in your filter using OR clauses or "
-            "WHERE rel.relationship_type IN [...]."
-        ),
-        (
-            "Always specify node labels and relationship types in MATCH patterns "
-            "that introduce aliases."
-        ),
-        "Supported constructs include:",
-        ("  • MATCH (e:Entity) to scan entity rows (name, name_lower, entity_id)."),
-        (
-            "  • MATCH (src:Entity)-[rel:RELATIONSHIP]->(dst:Entity) to traverse "
-            "relationships (relationship_type column); `src` aligns with "
-            "`source_entity_id` and `dst` with `target_entity_id`."
-        ),
-        (
-            "  • Decide which node should be `src` versus `dst` based on the "
-            "relationship meaning in the question and schema hints."
-        ),
-        (
-            "  • Map natural language roles (team, person, product, etc.) to the "
-            "`entity_type` column so queries filter to the expected entities."
-        ),
-        "  • Use WHERE e.column = 'value' for node-level filters.",
-        (
-            "  • Filter relationships with WHERE rel.relationship_type = 'VALUE' "
-            "or by comparing rel.source_entity_id / rel.target_entity_id; when the "
-            "question does not name a specific relationship type, include every "
-            "relevant value from the schema summary using OR clauses or "
-            "WHERE rel.relationship_type IN [...], explicitly note which values "
-            "you considered, and avoid emitting only a single guessed type."
-        ),
-        (
-            "  • Select columns using the aliases you define, such as e.name or "
-            "rel.relationship_type."
-        ),
-        (
-            "  • Avoid inventing relationship datasets; match RELATIONSHIP and "
-            "filter rel.relationship_type instead of [:TYPE]."
-        ),
-        (
-            "Example: MATCH (part:Entity)-[rel:RELATIONSHIP]->(whole:Entity) "
-            f"WHERE rel.relationship_type = '{example_rel_type}' "
-            "RETURN part.name, whole.name."
-        ),
-        (
-            "Example: MATCH (a:Entity)-[rel:RELATIONSHIP]->(b:Entity) WHERE "
-            "rel.relationship_type = 'TYPE_A' OR rel.relationship_type = 'TYPE_B' "
-            "RETURN a.name, b.name."
-        ),
-        (
-            "Example: MATCH (src:Entity)-[rel:RELATIONSHIP]->(dst:Entity) WHERE "
-            "rel.relationship_type IN ['TYPE_A', 'TYPE_B', 'TYPE_C'] "
-            "RETURN src.name, dst.name."
-        ),
-        (
-            "Example: MATCH (dst:Entity) WHERE dst.name_lower = 'acme corp' "
-            "RETURN dst.name, dst.entity_id."
-        ),
-        (
-            f"Do not use relationship patterns like [:{example_rel_type}]; rely on "
-            "rel.relationship_type filters instead."
-        ),
-        (
-            "Always emit at least one query when relevant data exists; only "
-            "return [] when it is impossible to answer."
-        ),
-        "Return ONLY a JSON array where each item has `cypher` and `description`.",
-    ]
-    if seed_entities:
-        instruction_lines.append(
-            "Prefer queries that start from the provided seed entities by referencing "
-            "their entity_id values before exploring related nodes."
-        )
-    if seed_neighbors:
-        instruction_lines.extend(
-            [
-                (
-                    "Use the provided seed neighbor relationships to decide "
-                    "relationship direction."
-                ),
-                (
-                    "  • Each neighbor entry includes a `direction` field: 'outgoing' "
-                    "means the seed entity is the relationship source; 'incoming' "
-                    "means the seed entity is the target."
-                ),
-                (
-                    "  • Build MATCH patterns accordingly, e.g., outgoing -> "
-                    "(seed)-[rel:RELATIONSHIP]->(neighbor); incoming -> "
-                    "(neighbor)-[rel:RELATIONSHIP]->(seed)."
-                ),
-            ]
-        )
-    instructions = "\n".join(instruction_lines)
-
-    if type_hint_lines:
-        hint_block = "\n".join(f"  • {line}" for line in type_hint_lines)
-        instructions = "\n".join(
-            [
-                instructions,
-                "Allowed labels and type values:",
-                hint_block,
-            ]
-        )
-
-    prompt_parts = [
-        instructions,
-        f"Schema summary:\n{schema_summary}",
-    ]
-    if seed_entities:
-        seed_lines = []
-        for item in seed_entities:
-            similarity = item.get("similarity")
-            if isinstance(similarity, (int, float)):
-                score = f"{similarity:.3f}"
-            else:
-                score = "n/a"
-            display_name = str(item.get("name") or "(unknown)")
-            seed_lines.append(
-                (
-                    f"- {display_name} "
-                    f"(entity_id={item.get('entity_id')}, "
-                    f"entity_type={item.get('entity_type')}, similarity={score})"
-                )
-            )
-        prompt_parts.append(
-            "Seed entities discovered via embedding similarity:\n"
-            + "\n".join(seed_lines)
-        )
-    if seed_neighbors:
-        neighbor_lines: list[str] = []
-        for entry in seed_neighbors:
-            direction = str(entry.get("direction") or "outgoing")
-            seed_name = str(
-                entry.get("seed_name") or entry.get("seed_entity_id") or "(seed)"
-            )
-            neighbor_name = str(
-                entry.get("neighbor_name")
-                or entry.get("neighbor_entity_id")
-                or "(neighbor)"
-            )
-            rel_type = entry.get("relationship_type") or "RELATIONSHIP"
-            description = entry.get("relationship_description") or ""
-            seed_id = entry.get("seed_entity_id")
-            neighbor_id = entry.get("neighbor_entity_id")
-            if direction.lower() == "incoming":
-                arrow = f"{neighbor_name} -[{rel_type}]-> {seed_name}"
-            else:
-                arrow = f"{seed_name} -[{rel_type}]-> {neighbor_name}"
-            line = (
-                f"- {arrow} (seed_entity_id={seed_id}, "
-                f"neighbor_entity_id={neighbor_id}, direction={direction}"
-            )
-            if description:
-                line += f", description={description}"
-            line += ")"
-            neighbor_lines.append(line)
-        prompt_parts.append(
-            "Seed neighbor relationships (match patterns to respect direction):\n"
-            + "\n".join(neighbor_lines)
-        )
-    prompt_parts.extend(
-        [
-            f"Question:\n{question}",
-            "JSON:",
-        ]
-    )
-    return "\n\n".join(prompt_parts)
-
-
-def build_answer_prompt(
-    question: str,
-    schema_summary: str,
-    query_results: list[dict[str, Any]],
-) -> str:
-    sections = [
-        "You are a graph analysis assistant.",
-        "Provide a concise answer using the query results.",
-        "If the data is insufficient, state that clearly.",
-        "Schema summary:",
-        schema_summary,
-        "Query results:",
-    ]
-    for idx, item in enumerate(query_results, 1):
-        sections.append(f"Query {idx}: {item['cypher']}")
-        if item.get("description"):
-            sections.append(f"Description: {item['description']}")
-        if "error" in item:
-            sections.append(f"Error: {item['error']}")
-        else:
-            import json as _json
-
-            rows_json = _json.dumps(item.get("rows", []), ensure_ascii=False, indent=2)
-            sections.append(f"Rows: {rows_json}")
-            if item.get("truncated"):
-                sections.append("(results truncated)")
-    sections.append(f"Question: {question}")
-    sections.append("Answer:")
-    return "\n".join(sections)
diff --git a/python/python/knowledge_graph/llm/qa.py b/python/python/knowledge_graph/llm/qa.py
deleted file mode 100644
index fb81083..0000000
--- a/python/python/knowledge_graph/llm/qa.py
+++ /dev/null
@@ -1,358 +0,0 @@
-"""QA orchestration: planning, execution, and answer synthesis."""
-
-from __future__ import annotations
-
-import json
-import logging
-import re
-from typing import TYPE_CHECKING, Any
-
-from .. import extraction as kg_extraction
-from .llm_utils import create_llm_client, load_llm_options, resolve_embedding_generator
-from .prompts import (
-    build_answer_prompt,
-    build_query_prompt,
-    build_type_hint_lines,
-    summarize_schema,
-)
-from .semantic import collect_seed_neighbors, find_seed_entities
-
-if TYPE_CHECKING:
-    from ..service import LanceKnowledgeGraph
-    from ..types import PlanStep, QueryResult, SeedEntity, SeedNeighbor
-
-LOGGER = logging.getLogger(__name__)
-
-DEFAULT_SEED_COUNT = 5
-DEFAULT_SEED_NEIGHBOR_LIMIT = 50
-
-
-def ask_question(
-    question: str,
-    service: LanceKnowledgeGraph,
-    *,
-    llm_model: str,
-    llm_temperature: float,
-    llm_config_path,
-    embedding_model: str | None,
-    llm_callable=None,
-) -> str:
-    client_options = load_llm_options(llm_config_path)
-    llm_client = create_llm_client(
-        llm_model=llm_model,
-        llm_temperature=llm_temperature,
-        llm_options=client_options,
-        llm_callable=llm_callable,
-    )
-    embedding_generator = resolve_embedding_generator(
-        model_name=embedding_model, options=client_options
-    )
-
-    seed_limit = DEFAULT_SEED_COUNT
-
-    seed_entities: list[SeedEntity] = find_seed_entities(
-        question,
-        service,
-        embedding_generator,
-        limit=seed_limit,
-    )
-    seed_neighbors: list[SeedNeighbor] = collect_seed_neighbors(
-        service,
-        seed_entities,
-        limit=DEFAULT_SEED_NEIGHBOR_LIMIT,
-    )
-
-    schema_summary = summarize_schema(service)
-    type_hints = service.store.config.type_hints()
-
-    # Discover actual relationship types from data
-    discovered_rel_types = _discover_relationship_types(service)
-    if discovered_rel_types:
-        allowed_relationship_types = tuple(discovered_rel_types)
-        LOGGER.debug(
-            "Discovered relationship_type values from dataset: %s",
-            ", ".join(discovered_rel_types),
-        )
-    else:
-        # Fall back to config types if discovery fails
-        allowed_relationship_types = tuple(
-            str(t) for t in (type_hints.get("relationship_types") or ())
-        )
-
-    # Discover actual entity types from data
-    discovered_entity_types = _discover_entity_types(service)
-    if discovered_entity_types:
-        LOGGER.debug(
-            "Discovered entity_type values from dataset: %s",
-            ", ".join(discovered_entity_types),
-        )
-    else:
-        # Fall back to config types if discovery fails
-        discovered_entity_types = list(
-            str(t) for t in (type_hints.get("entity_types") or ())
-        )
-
-    # Use discovered types in the prompt instead of config types
-    actual_type_hints = dict(type_hints)
-    if discovered_rel_types:
-        actual_type_hints["relationship_types"] = tuple(discovered_rel_types)
-    if discovered_entity_types:
-        actual_type_hints["entity_types"] = tuple(discovered_entity_types)
-
-    type_hint_lines = build_type_hint_lines(actual_type_hints)
-    query_prompt = build_query_prompt(
-        question,
-        schema_summary,
-        type_hint_lines,
-        actual_type_hints,
-        seed_entities,
-        seed_neighbors,
-    )
-
-    raw_plan = llm_client.complete(query_prompt)
-    plan_payload = kg_extraction.parse_llm_json(raw_plan)
-    query_plan: list[PlanStep] = extract_query_plan(plan_payload)
-    if allowed_relationship_types and query_plan:
-        query_plan = _normalize_relationship_types(
-            query_plan, allowed_relationship_types
-        )
-        # Log normalized cypher for debugging
-        for step in query_plan:
-            LOGGER.debug("Normalized Cypher: %s", step.get("cypher"))
-
-    if not query_plan and not seed_entities:
-        return "Unable to generate Cypher queries for the question."
-
-    execution_results: list[QueryResult] = []
-    if seed_entities:
-        execution_results.append(
-            {
-                "cypher": "(semantic search)",
-                "description": (
-                    "Top seed entities retrieved via embedding similarity search."
-                ),
-                "rows": seed_entities,
-                "truncated": False,
-            }
-        )
-    if seed_neighbors:
-        execution_results.append(
-            {
-                "cypher": "(seed expansion)",
-                "description": ("Neighboring entities connected to the seed entities."),
-                "rows": seed_neighbors,
-                "truncated": bool(
-                    DEFAULT_SEED_NEIGHBOR_LIMIT
-                    and len(seed_neighbors) >= DEFAULT_SEED_NEIGHBOR_LIMIT
-                ),
-            }
-        )
-    if query_plan:
-        execution_results.extend(execute_queries(service, query_plan))
-
-    if not execution_results:
-        return "Unable to gather context for the question."
-
-    answer_prompt = build_answer_prompt(question, schema_summary, execution_results)
-    raw_answer = llm_client.complete(answer_prompt)
-    return raw_answer.strip()
-
-
-def extract_query_plan(payload: Any) -> list[PlanStep]:
-    items: list[Any]
-    if isinstance(payload, list):
-        items = payload
-    elif isinstance(payload, dict):
-        items = payload.get("queries") or payload.get("plan") or []
-    else:
-        return []
-
-    plan: list[PlanStep] = []
-    for entry in items:
-        if not isinstance(entry, dict):
-            continue
-        cypher = entry.get("cypher") or entry.get("query")
-        if not cypher:
-            continue
-        plan.append(
-            {
-                "cypher": cypher,
-                "description": entry.get("description", ""),
-            }
-        )
-    return plan
-
-
-def execute_queries(
-    service: LanceKnowledgeGraph, plan: list[PlanStep], max_rows: int = 20
-) -> list[QueryResult]:
-    results: list[QueryResult] = []
-    for step in plan:
-        cypher = step["cypher"]
-        description = step.get("description", "")
-        entry: QueryResult = {"cypher": cypher, "description": description}
-        try:
-            table = service.run(cypher)
-            rows = table.to_pylist() if hasattr(table, "to_pylist") else []
-            truncated = False
-            if isinstance(rows, list) and len(rows) > max_rows:
-                truncated = True
-                rows = rows[:max_rows]
-            entry["rows"] = rows
-            entry["truncated"] = truncated
-            preview = json.dumps(rows, ensure_ascii=False, indent=2)
-            if truncated:
-                logging.debug(
-                    "Cypher result (truncated to %s rows): %s",
-                    max_rows,
-                    preview,
-                )
-            else:
-                logging.debug("Cypher result rows: %s", preview)
-            logging.debug(
-                "Cypher execution",
-                extra={"lance_graph": {"cypher": cypher, "rows": rows}},
-            )
-        except Exception as exc:  # pragma: no cover - runtime safety
-            entry["error"] = str(exc)
-            data_preview = {}
-            for name, table in service.load_tables(service.dataset_names()).items():
-                if hasattr(table, "schema"):
-                    schema_names = list(table.schema.names)
-                else:
-                    schema_names = []
-                try:
-                    row_limit = min(max_rows, getattr(table, "num_rows", 0))
-                    sample_rows = table.slice(0, row_limit).to_pylist()
-                except Exception:
-                    sample_rows = []
-                data_preview[name] = {
-                    "schema": schema_names,
-                    "rows_preview": sample_rows,
-                }
-            dataset_summary = json.dumps(data_preview, ensure_ascii=False, indent=2)
-            logging.debug(
-                "Cypher execution error\nCypher: %s\nError: %s\nDatasets: %s",
-                cypher,
-                str(exc),
-                dataset_summary,
-            )
-        results.append(entry)
-    return results
-
-
-def _normalize_relationship_types(
-    plan: list[PlanStep], allowed_types: tuple[str, ...]
-) -> list[PlanStep]:
-    """Normalize or correct relationship_type filters to allowed canonical values.
-
-    - Case-insensitive normalization for known values
-    - If unknown literal is used, replace predicate with IN [allowed_types]
-    - Supports patterns with and without the `rel.` alias
-    - Cleans IN lists to allowed values; if none remain, falls back to full allowed list
-    """
-    if not allowed_types:
-        return plan
-    lowered = {t.lower(): t for t in allowed_types}
-
-    def normalize_literal(value: str) -> tuple[str, bool]:
-        k = value.strip().lower()
-        if k in lowered:
-            return lowered[k], True
-        return value, False
-
-    # equality patterns
-    eq_pats = [
-        re.compile(r"(rel\.relationship_type\s*=\s*)'([^']+)'", flags=re.IGNORECASE),
-        re.compile(r"(relationship_type\s*=\s*)'([^']+)'", flags=re.IGNORECASE),
-    ]
-
-    def replace_eq(match: re.Match[str]) -> str:
-        prefix, literal = match.group(1), match.group(2)
-        normalized, known = normalize_literal(literal)
-        if known:
-            return f"{prefix}'{normalized}'"
-        # Unknown literal: broaden to IN of all allowed types
-        allowed_list = ", ".join(f"'{t}'" for t in allowed_types)
-        # build a neutral predicate using the same LHS
-        lhs = prefix[:-1].strip()
-        return f"{lhs} IN [{allowed_list}]"
-
-    # IN list pattern, with and without alias
-    in_pats = [
-        re.compile(
-            r"(rel\.relationship_type\s+IN\s*\[)([^\]]+)(\])",
-            flags=re.IGNORECASE,
-        ),
-        re.compile(r"(relationship_type\s+IN\s*\[)([^\]]+)(\])", flags=re.IGNORECASE),
-    ]
-
-    def replace_in(match: re.Match[str]) -> str:
-        start, inner, end = match.group(1), match.group(2), match.group(3)
-        items = re.findall(r"'([^']*)'", inner)
-        normalized_items: list[str] = []
-        for it in items:
-            norm, known = normalize_literal(it)
-            if known:
-                normalized_items.append(f"'{norm}'")
-        if not normalized_items:
-            normalized_items = [f"'{t}'" for t in allowed_types]
-        return f"{start}{', '.join(normalized_items)}{end}"
-
-    normalized_plan: list[PlanStep] = []
-    for step in plan:
-        cypher = step.get("cypher", "")
-        for pat in eq_pats:
-            cypher = pat.sub(replace_eq, cypher)
-        for pat in in_pats:
-            cypher = pat.sub(replace_in, cypher)
-        normalized_step: PlanStep = {
-            "cypher": cypher,
-            "description": step.get("description", ""),
-        }
-        normalized_plan.append(normalized_step)
-    return normalized_plan
-
-
-def _discover_relationship_types(service: LanceKnowledgeGraph) -> list[str]:
-    """Discover distinct relationship_type values from the dataset.
-
-    Results are cached on the service object to avoid repeated table loads.
-    """
-    if hasattr(service, "_cached_rel_types"):
-        return service._cached_rel_types
-
-    try:
-        table = service.load_table("RELATIONSHIP")
-        if "relationship_type" in table.column_names:
-            values = table.column("relationship_type").to_pylist()
-            distinct = sorted({str(v) for v in values if v is not None and str(v)})
-            service._cached_rel_types = distinct
-            return distinct
-    except Exception as exc:  # pragma: no cover - defensive
-        LOGGER.debug("Unable to discover relationship types: %s", exc)
-
-    service._cached_rel_types = []
-    return []
-
-
-def _discover_entity_types(service: LanceKnowledgeGraph) -> list[str]:
-    """Discover distinct entity_type values from the dataset.
-
-    Results are cached on the service object to avoid repeated table loads.
-    """
-    if hasattr(service, "_cached_entity_types"):
-        return service._cached_entity_types
-
-    try:
-        table = service.load_table("Entity")
-        if "entity_type" in table.column_names:
-            values = table.column("entity_type").to_pylist()
-            distinct = sorted({str(v) for v in values if v is not None and str(v)})
-            service._cached_entity_types = distinct
-            return distinct
-    except Exception as exc:  # pragma: no cover - defensive
-        LOGGER.debug("Unable to discover entity types: %s", exc)
-
-    service._cached_entity_types = []
-    return []
diff --git a/python/python/knowledge_graph/llm/semantic.py b/python/python/knowledge_graph/llm/semantic.py
deleted file mode 100644
index e1accdc..0000000
--- a/python/python/knowledge_graph/llm/semantic.py
+++ /dev/null
@@ -1,151 +0,0 @@
-"""Semantic helpers: seed entity search and neighbor collection."""
-
-from __future__ import annotations
-
-import logging
-from typing import TYPE_CHECKING, Any, Mapping, Sequence
-
-from ..embeddings import EmbeddingGenerator, cosine_similarity
-
-if TYPE_CHECKING:
-    from ..service import LanceKnowledgeGraph
-    from ..types import SeedEntity, SeedNeighbor
-
-LOGGER = logging.getLogger(__name__)
-
-
-def find_seed_entities(
-    question: str,
-    service: "LanceKnowledgeGraph",
-    embedding_generator: EmbeddingGenerator | None,
-    *,
-    limit: int,
-) -> list["SeedEntity"]:
-    if not embedding_generator:
-        return []
-    prepared_question = question.strip()
-    if not prepared_question:
-        return []
-    if limit <= 0:
-        return []
-    if not service.has_dataset("Entity"):
-        return []
-    try:
-        question_vector = embedding_generator.embed_one(prepared_question)
-    except Exception as exc:  # pragma: no cover - defensive logging path
-        LOGGER.warning("Failed to embed question for semantic search: %s", exc)
-        return []
-    if not question_vector:
-        return []
-    try:
-        question_vector = [float(value) for value in question_vector]
-    except (TypeError, ValueError):
-        LOGGER.warning("Question embedding returned non-numeric values.")
-        return []
-    try:
-        entity_table = service.load_table("Entity")
-    except Exception as exc:
-        LOGGER.warning("Unable to load Entity dataset for semantic search: %s", exc)
-        return []
-    seeds: list[SeedEntity] = []
-    for row in entity_table.to_pylist():
-        embedding = row.get("embedding")
-        if not isinstance(embedding, (list, tuple)):
-            continue
-        try:
-            vector = [float(value) for value in embedding]
-        except (TypeError, ValueError):
-            continue
-        try:
-            similarity = float(cosine_similarity(question_vector, vector))
-        except Exception:
-            similarity = 0.0
-        entity_id = row.get("entity_id")
-        if not entity_id:
-            continue
-        seeds.append(
-            {
-                "entity_id": entity_id,
-                "name": row.get("name"),
-                "entity_type": row.get("entity_type"),
-                "similarity": similarity,
-                "context": row.get("context"),
-            }
-        )
-    seeds.sort(key=lambda item: item.get("similarity", 0.0), reverse=True)
-    if limit and len(seeds) > limit:
-        seeds = seeds[:limit]
-    return seeds
-
-
-def collect_seed_neighbors(
-    service: "LanceKnowledgeGraph",
-    seed_entities: Sequence["SeedEntity"],
-    *,
-    limit: int,
-) -> list["SeedNeighbor"]:
-    if not seed_entities:
-        return []
-    if not (service.has_dataset("Entity") and service.has_dataset("RELATIONSHIP")):
-        return []
-    try:
-        entity_rows = service.load_table("Entity").to_pylist()
-        relationship_rows = service.load_table("RELATIONSHIP").to_pylist()
-    except Exception as exc:
-        LOGGER.warning("Unable to load datasets for neighbor expansion: %s", exc)
-        return []
-
-    id_to_entity: dict[str, Mapping[str, Any]] = {}
-    for entity in entity_rows:
-        entity_id = entity.get("entity_id")
-        if entity_id:
-            id_to_entity[str(entity_id)] = entity
-
-    seed_ids = {
-        str(seed.get("entity_id")) for seed in seed_entities if seed.get("entity_id")
-    }
-    if not seed_ids:
-        return []
-
-    neighbors: list[SeedNeighbor] = []
-    for relation in relationship_rows:
-        source_id = relation.get("source_entity_id")
-        target_id = relation.get("target_entity_id")
-        if source_id in seed_ids or target_id in seed_ids:
-            if source_id in seed_ids:
-                direction = "outgoing"
-                seed_id = str(source_id)
-                neighbor_id = str(target_id) if target_id else ""
-            else:
-                direction = "incoming"
-                seed_id = str(target_id)
-                neighbor_id = str(source_id) if source_id else ""
-            if not neighbor_id:
-                continue
-            seed_entity = id_to_entity.get(seed_id, {})
-            neighbor_entity = id_to_entity.get(neighbor_id, {})
-            neighbors.append(
-                {
-                    "seed_entity_id": seed_id,
-                    "seed_name": seed_entity.get("name"),
-                    "seed_entity_type": seed_entity.get("entity_type"),
-                    "neighbor_entity_id": neighbor_id,
-                    "neighbor_name": neighbor_entity.get("name"),
-                    "neighbor_entity_type": neighbor_entity.get("entity_type"),
-                    "relationship_type": relation.get("relationship_type"),
-                    "relationship_description": relation.get("description"),
-                    "direction": direction,
-                }
-            )
-    if not neighbors:
-        return []
-    neighbors.sort(
-        key=lambda item: (
-            str(item.get("seed_name") or ""),
-            str(item.get("neighbor_name") or ""),
-            str(item.get("relationship_type") or ""),
-        )
-    )
-    if limit and len(neighbors) > limit:
-        return neighbors[:limit]
-    return neighbors
diff --git a/python/python/knowledge_graph/main.py b/python/python/knowledge_graph/main.py
deleted file mode 100644
index 1dd6efe..0000000
--- a/python/python/knowledge_graph/main.py
+++ /dev/null
@@ -1,201 +0,0 @@
-"""Command line interface for the Lance-backed knowledge graph."""
-
-from __future__ import annotations
-
-import logging
-import sys
-from typing import TYPE_CHECKING, Optional, Sequence
-
-from . import extraction as kg_extraction
-from .cli.ingest import extract_and_add, preview_extraction
-from .cli.interactive import _execute_query, list_datasets, run_interactive
-from .cli.parser import build_parser
-from .cli.runtime import configure_logging as cli_configure_logging
-from .cli.runtime import load_config as cli_load_config
-from .cli.runtime import load_service as cli_load_service
-from .store import LanceGraphStore
-
-if TYPE_CHECKING:
-    import argparse
-
-    from .config import KnowledgeGraphConfig
-    from .service import LanceKnowledgeGraph
-
-
-LOGGER = logging.getLogger(__name__)
-
-
-def init_graph(config: "KnowledgeGraphConfig") -> None:
-    """Initialize the on-disk storage and scaffold the schema file."""
-    config.ensure_directories()
-    LanceGraphStore(config).ensure_layout()
-    schema_path = config.resolved_schema_path()
-
-    schema_stub = """# Lance knowledge graph schema
-#
-# Define node labels and relationship mappings. Example:
-# nodes:
-#   Person:
-#     id_field: person_id
-# relationships:
-#   WORKS_FOR:
-#     source: person_id
-#     target: company_id
-# entity_types:
-#   - PERSON
-#   - ORGANIZATION
-# relationship_types:
-#   - WORKS_FOR
-#   - PART_OF
-nodes: {}
-relationships: {}
-entity_types: []
-relationship_types: []
-"""
-
-    if isinstance(schema_path, str):
-        import pyarrow.fs
-
-        try:
-            fs, path = pyarrow.fs.FileSystem.from_uri(schema_path)
-            info = fs.get_file_info(path)
-            if info.type != pyarrow.fs.FileType.NotFound:
-                print(f"Schema already present at {schema_path}")
-                return
-            with fs.open_output_stream(path) as f:
-                f.write(schema_stub.encode("utf-8"))
-            print(f"Created schema template at {schema_path}")
-            return
-        except Exception as e:
-            print(f"Failed to initialize schema at {schema_path}: {e}", file=sys.stderr)
-            return
-
-    if schema_path.exists():
-        print(f"Schema already present at {schema_path}")
-        return
-
-    schema_path.write_text(schema_stub, encoding="utf-8")
-    print(f"Created schema template at {schema_path}")
-
-
-def ask_question(
-    question: str,
-    service: "LanceKnowledgeGraph",
-    args: "argparse.Namespace",
-) -> None:
-    """Answer a natural-language question using the graph via LLM-assisted Cypher."""
-    from .llm.qa import ask_question as qa_ask
-
-    answer = qa_ask(
-        question,
-        service,
-        llm_model=args.llm_model,
-        llm_temperature=args.llm_temperature,
-        llm_config_path=args.llm_config,
-        embedding_model=getattr(args, "embedding_model", None),
-    )
-    print(answer)
-
-
-def _load_config(args: "argparse.Namespace") -> "KnowledgeGraphConfig":
-    return cli_load_config(args)
-
-
-def _load_service(config: "KnowledgeGraphConfig"):
-    return cli_load_service(config)
-
-
-def _resolve_extractor(args: "argparse.Namespace") -> kg_extraction.BaseExtractor:
-    from .llm.llm_utils import load_llm_options
-
-    options = load_llm_options(args.llm_config)
-    return kg_extraction.get_extractor(
-        args.extractor,
-        llm_model=args.llm_model,
-        llm_temperature=args.llm_temperature,
-        llm_options=options,
-    )
-
-
-def _resolve_embedding_generator(
-    args: "argparse.Namespace",
-    *,
-    options: Optional[dict] = None,
-):
-    from .llm.llm_utils import resolve_embedding_generator
-
-    model = getattr(args, "embedding_model", None)
-    return resolve_embedding_generator(model_name=model, options=options)
-
-
-def _configure_logging(level: str) -> None:
-    cli_configure_logging(level)
-
-
-def _build_parser() -> "argparse.ArgumentParser":
-    return build_parser()
-
-
-def main(argv: Optional[Sequence[str]] = None) -> int:
-    parser = _build_parser()
-    args = parser.parse_args(argv)
-    config = _load_config(args)
-    _configure_logging(args.log_level)
-
-    exclusive_args = any(
-        [
-            args.init,
-            args.extract_preview is not None,
-            args.extract_and_add is not None,
-            args.ask is not None,
-            args.list_datasets,
-        ]
-    )
-    if args.query and exclusive_args:
-        parser.error(
-            "Query argument cannot be combined with --init/--ask/--extract-* flags."
-        )
-
-    if args.init:
-        init_graph(config)
-        return 0
-    if args.list_datasets:
-        list_datasets(config)
-        return 0
-    if args.extract_preview:
-        extractor = _resolve_extractor(args)
-        preview_extraction(args.extract_preview, extractor)
-        return 0
-    try:
-        service = _load_service(config)
-    except FileNotFoundError as exc:
-        message = (
-            f"{exc}. Run `knowledge_graph --init` or provide a schema with --schema."
-        )
-        print(message, file=sys.stderr)
-        return 1
-
-    if args.extract_and_add:
-        extractor = _resolve_extractor(args)
-        embedding_generator = _resolve_embedding_generator(args)
-        extract_and_add(
-            args.extract_and_add,
-            service,
-            extractor,
-            embedding_generator=embedding_generator,
-        )
-        return 0
-    if args.ask:
-        ask_question(args.ask, service, args)
-        return 0
-
-    if args.query:
-        _execute_query(service, args.query)
-        return 0
-
-    run_interactive(service)
-    return 0
-
-
-if __name__ == "__main__":
-    raise SystemExit(main())
diff --git a/python/python/knowledge_graph/semantic.py b/python/python/knowledge_graph/semantic.py
deleted file mode 100644
index 58e03a4..0000000
--- a/python/python/knowledge_graph/semantic.py
+++ /dev/null
@@ -1,151 +0,0 @@
-"""Semantic helpers: seed entity search and neighbor collection."""
-
-from __future__ import annotations
-
-import logging
-from typing import TYPE_CHECKING, Any, Mapping, Sequence
-
-from .embeddings import EmbeddingGenerator, cosine_similarity
-
-if TYPE_CHECKING:
-    from .service import LanceKnowledgeGraph
-    from .types import SeedEntity, SeedNeighbor
-
-LOGGER = logging.getLogger(__name__)
-
-
-def find_seed_entities(
-    question: str,
-    service: "LanceKnowledgeGraph",
-    embedding_generator: EmbeddingGenerator | None,
-    *,
-    limit: int,
-) -> list["SeedEntity"]:
-    if not embedding_generator:
-        return []
-    prepared_question = question.strip()
-    if not prepared_question:
-        return []
-    if limit <= 0:
-        return []
-    if not service.has_dataset("Entity"):
-        return []
-    try:
-        question_vector = embedding_generator.embed_one(prepared_question)
-    except Exception as exc:  # pragma: no cover - defensive logging path
-        LOGGER.warning("Failed to embed question for semantic search: %s", exc)
-        return []
-    if not question_vector:
-        return []
-    try:
-        question_vector = [float(value) for value in question_vector]
-    except (TypeError, ValueError):
-        LOGGER.warning("Question embedding returned non-numeric values.")
-        return []
-    try:
-        entity_table = service.load_table("Entity")
-    except Exception as exc:
-        LOGGER.warning("Unable to load Entity dataset for semantic search: %s", exc)
-        return []
-    seeds: list[SeedEntity] = []
-    for row in entity_table.to_pylist():
-        embedding = row.get("embedding")
-        if not isinstance(embedding, (list, tuple)):
-            continue
-        try:
-            vector = [float(value) for value in embedding]
-        except (TypeError, ValueError):
-            continue
-        try:
-            similarity = float(cosine_similarity(question_vector, vector))
-        except Exception:
-            similarity = 0.0
-        entity_id = row.get("entity_id")
-        if not entity_id:
-            continue
-        seeds.append(
-            {
-                "entity_id": entity_id,
-                "name": row.get("name"),
-                "entity_type": row.get("entity_type"),
-                "similarity": similarity,
-                "context": row.get("context"),
-            }
-        )
-    seeds.sort(key=lambda item: item.get("similarity", 0.0), reverse=True)
-    if limit and len(seeds) > limit:
-        seeds = seeds[:limit]
-    return seeds
-
-
-def collect_seed_neighbors(
-    service: "LanceKnowledgeGraph",
-    seed_entities: Sequence["SeedEntity"],
-    *,
-    limit: int,
-) -> list["SeedNeighbor"]:
-    if not seed_entities:
-        return []
-    if not (service.has_dataset("Entity") and service.has_dataset("RELATIONSHIP")):
-        return []
-    try:
-        entity_rows = service.load_table("Entity").to_pylist()
-        relationship_rows = service.load_table("RELATIONSHIP").to_pylist()
-    except Exception as exc:
-        LOGGER.warning("Unable to load datasets for neighbor expansion: %s", exc)
-        return []
-
-    id_to_entity: dict[str, Mapping[str, Any]] = {}
-    for entity in entity_rows:
-        entity_id = entity.get("entity_id")
-        if entity_id:
-            id_to_entity[str(entity_id)] = entity
-
-    seed_ids = {
-        str(seed.get("entity_id")) for seed in seed_entities if seed.get("entity_id")
-    }
-    if not seed_ids:
-        return []
-
-    neighbors: list[SeedNeighbor] = []
-    for relation in relationship_rows:
-        source_id = relation.get("source_entity_id")
-        target_id = relation.get("target_entity_id")
-        if source_id in seed_ids or target_id in seed_ids:
-            if source_id in seed_ids:
-                direction = "outgoing"
-                seed_id = str(source_id)
-                neighbor_id = str(target_id) if target_id else ""
-            else:
-                direction = "incoming"
-                seed_id = str(target_id)
-                neighbor_id = str(source_id) if source_id else ""
-            if not neighbor_id:
-                continue
-            seed_entity = id_to_entity.get(seed_id, {})
-            neighbor_entity = id_to_entity.get(neighbor_id, {})
-            neighbors.append(
-                {
-                    "seed_entity_id": seed_id,
-                    "seed_name": seed_entity.get("name"),
-                    "seed_entity_type": seed_entity.get("entity_type"),
-                    "neighbor_entity_id": neighbor_id,
-                    "neighbor_name": neighbor_entity.get("name"),
-                    "neighbor_entity_type": neighbor_entity.get("entity_type"),
-                    "relationship_type": relation.get("relationship_type"),
-                    "relationship_description": relation.get("description"),
-                    "direction": direction,
-                }
-            )
-    if not neighbors:
-        return []
-    neighbors.sort(
-        key=lambda item: (
-            str(item.get("seed_name") or ""),
-            str(item.get("neighbor_name") or ""),
-            str(item.get("relationship_type") or ""),
-        )
-    )
-    if limit and len(neighbors) > limit:
-        return neighbors[:limit]
-    return neighbors
diff --git a/python/python/knowledge_graph/service.py b/python/python/knowledge_graph/service.py
deleted file mode 100644
index 2993c92..0000000
--- a/python/python/knowledge_graph/service.py
+++ /dev/null
@@ -1,275 +0,0 @@
-"""High-level Lance knowledge graph orchestration."""
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING, Iterable, Mapping, MutableMapping, Optional
-
-from lance_graph import CypherQuery, DistanceMetric, GraphConfig, VectorSearch
-
-from .config import KnowledgeGraphConfig, build_default_graph_config
-from .store import LanceGraphStore
-
-if TYPE_CHECKING:
-    import pyarrow as pa
-
-    from . import KnowledgeGraph
-
-
-class LanceKnowledgeGraph:
-    """Coordinate Lance datasets, configs, and query execution."""
-
-    def __init__(
-        self,
-        config: GraphConfig,
-        *,
-        storage: LanceGraphStore,
-    ):
-        self._config = config
-        self._store = storage
-
-    @property
-    def config(self) -> GraphConfig:
-        """Expose the active graph configuration."""
-        return self._config
-
-    @property
-    def store(self) -> LanceGraphStore:
-        """Access the underlying Lance dataset store."""
-        return self._store
-
-    def dataset_names(self) -> Iterable[str]:
-        """Return the known dataset identifiers."""
-        return self._store.list_datasets().keys()
-
-    def ensure_initialized(self) -> None:
-        """Create any required on-disk structure."""
-        self._store.ensure_layout()
-
-    def materialize(self) -> KnowledgeGraph:
-        """Materialize an in-memory ``KnowledgeGraph`` view of the datasets."""
-        from . import KnowledgeGraph  # Avoid circular import at module load time
-
-        tables = self._store.load_tables()
-        return KnowledgeGraph(self._config, tables)
-
-    def has_dataset(self, name: str) -> bool:
-        """Return ``True`` when a dataset has been persisted under ``name``."""
-        path = self._store.list_datasets().get(name)
-        return path is not None and path.exists()
-
-    def load_tables(
-        self,
-        names: Optional[Iterable[str]] = None,
-    ) -> Mapping[str, "pa.Table"]:
-        """Load persisted datasets as PyArrow tables."""
-        return self._store.load_tables(names)
-
-    def load_table(self, name: str) -> "pa.Table":
-        """Load a single dataset by name."""
-        tables = self._store.load_tables([name])
-        return tables[name]
-
-    def write_tables(
-        self,
-        tables: Mapping[str, "pa.Table"],
-    ) -> None:
-        """Persist a batch of tables."""
-        self._store.write_tables(tables)
-
-    def upsert_table(
-        self,
-        name: str,
-        table: "pa.Table",
-        *,
-        merge: bool = True,
-    ) -> None:
-        """Insert or replace a dataset, merging with the existing table if requested."""
-        import pyarrow as pa
-
-        self.ensure_initialized()
-        new_rows = table.to_pylist()
-        if merge and name in self._store.list_datasets():
-            existing = self.load_table(name)
-            existing_rows = existing.to_pylist()
-            combined_rows = _normalize_rows(name, existing_rows + new_rows)
-        else:
-            combined_rows = _normalize_rows(name, new_rows)
-        if combined_rows:
-            table = pa.Table.from_pylist(combined_rows)
-        else:
-            table = pa.Table.from_arrays([], schema=table.schema)
-        self._store.write_tables({name: table})
-
-    def upsert_tables(
-        self,
-        tables: Mapping[str, "pa.Table"],
-        *,
-        merge: bool = True,
-    ) -> None:
-        """Insert multiple datasets, merging each with existing data when requested."""
-        for name, table in tables.items():
-            self.upsert_table(name, table, merge=merge)
-
-    def run(
-        self,
-        statement: str,
-        *,
-        datasets: Optional[Mapping[str, pa.Table]] = None,
-    ) -> pa.Table:
-        """Execute a Cypher statement against Lance datasets.
-
-        Only loads the datasets referenced in the query, avoiding expensive
-        enumeration of all datasets on cloud storage.
-        """
-        query = CypherQuery(statement).with_config(self._config)
-
-        # Only load tables that are actually referenced in the query
-        referenced_tables = set(query.node_labels()) | set(query.relationship_types())
-        base_tables: MutableMapping[str, "pa.Table"] = dict(
-            self._store.load_tables(referenced_tables)
-        )
-        if datasets:
-            base_tables.update(datasets)
-        return query.execute(base_tables)
-
-    def query(
-        self,
-        statement: str,
-        *,
-        datasets: Optional[Mapping[str, "pa.Table"]] = None,
-    ) -> "pa.Table":
-        """Alias for :meth:`run` to match the semantic service naming."""
-        return self.run(statement, datasets=datasets)
-
-    def run_with_vector_rerank(
-        self,
-        statement: str,
-        vector_search: "VectorSearch",
-        *,
-        datasets: Optional[Mapping[str, "pa.Table"]] = None,
-    ) -> "pa.Table":
-        """Execute a Cypher statement and rerank results by vector similarity.
-
-        Parameters
-        ----------
-        statement:
-            Cypher query string.
-        vector_search:
-            A configured ``VectorSearch`` instance (column, vector, metric, top_k).
-        datasets:
-            Optional override tables injected on top of persisted datasets.
-        """
-        query = CypherQuery(statement).with_config(self._config)
-
-        referenced_tables = set(query.node_labels()) | set(query.relationship_types())
-        base_tables: MutableMapping[str, "pa.Table"] = dict(
-            self._store.load_tables(referenced_tables)
-        )
-        if datasets:
-            base_tables.update(datasets)
-        return query.execute_with_vector_rerank(base_tables, vector_search)
-
-    def query_by_text(
-        self,
-        statement: str,
-        query_text: str,
-        column: str,
-        *,
-        top_k: int = 10,
-        metric: str = "cosine",
-        include_distance: bool = True,
-        embedding_model: str = "text-embedding-3-small",
-        datasets: Optional[Mapping[str, "pa.Table"]] = None,
-    ) -> "pa.Table":
-        """Convenience method: embed ``query_text`` then call run_with_vector_rerank.
-
-        Parameters
-        ----------
-        statement:
-            Cypher query string.
-        query_text:
-            Natural-language text to embed as the query vector.
-        column:
-            Name of the vector column in the dataset.
-        top_k:
-            Number of nearest neighbours to return.
-        metric:
-            Distance metric: "cosine", "l2", or "dot".
-        include_distance:
-            Whether to include the ``_distance`` column in results.
-        embedding_model:
-            OpenAI embedding model name.
-        datasets:
-            Optional override tables.
-        """
-        from .embeddings import EmbeddingGenerator
-
-        _metric_map = {
-            "cosine": DistanceMetric.Cosine,
-            "l2": DistanceMetric.L2,
-            "dot": DistanceMetric.Dot,
-        }
-        rust_metric = _metric_map.get(metric.lower(), DistanceMetric.Cosine)
-
-        vector = EmbeddingGenerator(model=embedding_model).embed_one(query_text)
-        if vector is None:
-            raise RuntimeError(f"Failed to generate embedding for text: {query_text!r}")
-
-        vs = (
-            VectorSearch(column)
-            .query_vector(vector)
-            .metric(rust_metric)
-            .top_k(top_k)
-            .include_distance(include_distance)
-        )
-        return self.run_with_vector_rerank(statement, vs, datasets=datasets)
-
-
-def create_default_service(
-    config: Optional[KnowledgeGraphConfig] = None,
-    *,
-    graph_config: Optional[GraphConfig] = None,
-) -> LanceKnowledgeGraph:
-    """Construct a knowledge graph service with default settings."""
-    config = config or KnowledgeGraphConfig.default()
-    storage = LanceGraphStore(config)
-    if graph_config is None:
-        graph_config = build_default_graph_config()
-    return LanceKnowledgeGraph(graph_config, storage=storage)
-
-
-def _normalize_rows(name: str, rows: list[dict]) -> list[dict]:
-    normalized: list[dict] = []
-    upper = name.upper()
-    if upper == "ENTITY":
-        dedupe = {}
-        for row in rows:
-            entity_id = row.get("entity_id")
-            if not entity_id:
-                continue
-            row["name_lower"] = str(row.get("name", "")).lower()
-            row["entity_type"] = row.get("entity_type") or row.get("type") or "UNKNOWN"
-            dedupe[entity_id] = row
-        normalized = list(dedupe.values())
-    elif upper == "RELATIONSHIP":
-        dedupe = {}
-        for row in rows:
-            source = row.get("source_entity_id")
-            target = row.get("target_entity_id")
-            if not source or not target:
-                continue
-            relationship_type = (
-                row.get("relationship_type") or row.get("type") or "RELATED_TO"
-            )
-            key = (
-                source,
-                target,
-                relationship_type,
-                row.get("description"),
-            )
-            row["relationship_type"] = relationship_type
-            dedupe[key] = row
-        normalized = list(dedupe.values())
-    else:
-        normalized = rows
-    return normalized
diff --git a/python/python/knowledge_graph/store.py b/python/python/knowledge_graph/store.py
deleted file mode 100644
index dd582f0..0000000
--- a/python/python/knowledge_graph/store.py
+++ /dev/null
@@ -1,184 +0,0 @@
-"""Persistent storage helpers built on Lance datasets."""
-
-from __future__ import annotations
-
-import logging
-from importlib import import_module
-from pathlib import Path
-from typing import TYPE_CHECKING, Dict, Iterable, Mapping, Optional
-
-import fsspec
-import pyarrow as pa
-
-if TYPE_CHECKING:
-    from types import ModuleType
-
-    from .config import KnowledgeGraphConfig
-
-
-LOGGER = logging.getLogger(__name__)
-
-
-class LanceGraphStore:
-    """Manage Lance-backed tables that feed the query engine."""
-
-    def __init__(self, config: "KnowledgeGraphConfig"):
-        self._config = config
-        self._root: Path | str = config.storage_path
-        self._lance: Optional[ModuleType] = None
-        self._lance_attempted = False
-
-        # Initialize filesystem interface
-        # We convert to string to ensure compatibility with fsspec, but we'll
-        # use self._root (the original type) when reconstructing return values.
-        try:
-            self._fs, self._fs_path = fsspec.core.url_to_fs(
-                str(self._root), **(self.config.storage_options or {})
-            )
-        except ImportError:
-            # Re-raise explicit ImportError if protocol driver (e.g. gcsfs, s3fs)
-            # is missing
-            raise
-
-    @property
-    def config(self) -> "KnowledgeGraphConfig":
-        """Return the configuration backing this store."""
-        return self._config
-
-    @property
-    def root(self) -> Path | str:
-        """Return the root path for persisted datasets."""
-        return self._root
-
-    def ensure_layout(self) -> None:
-        """Create the storage layout if it does not already exist."""
-        try:
-            self._fs.makedirs(self._fs_path, exist_ok=True)
-        except Exception:
-            # S3/GCS might not support directory creation or it might be implicit.
-            # We treat failure here as non-fatal if the path is actually accessible
-            # later,
-            # but usually makedirs is safe on object stores (no-op).
-            pass
-
-    def list_datasets(self) -> Dict[str, Path | str]:
-        """Enumerate known Lance datasets."""
-        datasets: Dict[str, Path | str] = {}
-
-        try:
-            if not self._fs.exists(self._fs_path):
-                return datasets
-            infos = self._fs.ls(self._fs_path, detail=True)
-        except Exception as e:
-            # We want to swallow "not found" errors but raise others (like Auth errors)
-            if isinstance(e, FileNotFoundError):
-                return datasets
-
-            msg = str(e).lower()
-            if "not found" in msg or "no such file" in msg or "does not exist" in msg:
-                return datasets
-            raise
-
-        root_str = str(self._root)
-        for info in infos:
-            name = info["name"].rstrip("/")
-            base_name = name.split("/")[-1]
-            if info["type"] == "directory" and base_name.endswith(".lance"):
-                dataset_name = base_name[:-6]
-                full_path = f"{root_str.rstrip('/')}/{base_name}"
-                if isinstance(self._root, Path):
-                    datasets[dataset_name] = Path(full_path)
-                else:
-                    datasets[dataset_name] = full_path
-        return datasets
-
-    def _dataset_path(self, name: str) -> Path | str:
-        """Create the canonical path for a dataset."""
-        safe_name = name.replace("/", "_")
-        if isinstance(self._root, Path):
-            return self._root / f"{safe_name}.lance"
-        return f"{self._root.rstrip('/')}/{safe_name}.lance"
-
-    def _get_lance(self) -> ModuleType:
-        if not self._lance_attempted:
-            self._lance_attempted = True
-            try:
-                module = import_module("lance")
-            except ImportError as e:
-                raise ImportError(
-                    "Lance module is required but not installed. "
-                    "Install it with: pip install pylance"
-                ) from e
-
-            has_loader = hasattr(module, "dataset")
-            if not (has_loader):
-                raise ImportError(
-                    "Installed `lance` package is missing required dataset APIs."
-                )
-            self._lance = module
-        if self._lance is None:
-            raise ImportError("Lance module failed to load")
-        return self._lance
-
-    def _path_exists(self, path: Path | str) -> bool:
-        if isinstance(path, Path):
-            return path.exists()
-        try:
-            fs, p = fsspec.core.url_to_fs(path)
-        except Exception:
-            # If we cannot resolve the filesystem (e.g. missing gcsfs), we should raise
-            # rather than assuming the path does not exist.
-            raise
-        try:
-            return fs.exists(p)
-        except Exception:
-            return False
-
-    def load_tables(
-        self,
-        names: Optional[Iterable[str]] = None,
-    ) -> Mapping[str, "pa.Table"]:
-        """Load Lance datasets as PyArrow tables.
-
-        When specific names are provided, this method computes paths directly
-        without enumerating all datasets - significantly faster on cloud storage.
-        """
-        lance = self._get_lance()
-
-        self.ensure_layout()
-
-        # Only enumerate datasets when no specific names are requested
-        if names is not None:
-            requested = list(names)
-        else:
-            available = self.list_datasets()
-            requested = list(available.keys())
-
-        tables: Dict[str, "pa.Table"] = {}
-        for name in requested:
-            # Compute path directly - no need to look up from enumeration
-            path = self._dataset_path(name)
-            if not self._path_exists(path):
-                raise FileNotFoundError(f"Dataset '{name}' not found at {path}")
-            dataset = lance.dataset(
-                str(path), storage_options=self.config.storage_options
-            )
-            table = dataset.scanner().to_table()
-            tables[name] = table
-        return tables
-
-    def write_tables(self, tables: Mapping[str, "pa.Table"]) -> None:
-        """Persist PyArrow tables as Lance datasets."""
-        lance = self._get_lance()
-
-        self.ensure_layout()
-        for name, table in tables.items():
-            if not isinstance(table, pa.Table):
-                raise TypeError(
-                    f"Dataset '{name}' must be a pyarrow.Table (got {type(table)!r})"
-                )
-            path = self._dataset_path(name)
-            mode = "overwrite" if self._path_exists(path) else "create"
-            lance.write_dataset(
-                table, str(path), mode=mode, storage_options=self.config.storage_options
-            )
diff --git a/python/python/knowledge_graph/types.py b/python/python/knowledge_graph/types.py
deleted file mode 100644
index 392a463..0000000
--- a/python/python/knowledge_graph/types.py
+++ /dev/null
@@ -1,38 +0,0 @@
-"""Internal TypedDicts for knowledge graph CLI orchestration."""
-
-from __future__ import annotations
-
-from typing import Any, NotRequired, TypedDict
-
-
-class SeedEntity(TypedDict, total=False):
-    entity_id: str
-    name: NotRequired[str | None]
-    entity_type: NotRequired[str | None]
-    similarity: NotRequired[float]
-    context: NotRequired[str | None]
-
-
-class SeedNeighbor(TypedDict, total=False):
-    seed_entity_id: str
-    seed_name: NotRequired[str | None]
-    seed_entity_type: NotRequired[str | None]
-    neighbor_entity_id: str
-    neighbor_name: NotRequired[str | None]
-    neighbor_entity_type: NotRequired[str | None]
-    relationship_type: NotRequired[str | None]
-    relationship_description: NotRequired[str | None]
-    direction: NotRequired[str]
-
-
-class PlanStep(TypedDict, total=False):
-    cypher: str
-    description: NotRequired[str]
-
-
-class QueryResult(TypedDict, total=False):
-    cypher: str
-    description: NotRequired[str]
-    rows: NotRequired[list[dict[str, Any]]]
-    truncated: NotRequired[bool]
-    error: NotRequired[str]
diff --git a/python/python/knowledge_graph/webservice.py b/python/python/knowledge_graph/webservice.py
deleted file mode 100644
index 1f6f594..0000000
--- a/python/python/knowledge_graph/webservice.py
+++ /dev/null
@@ -1,45 +0,0 @@
-"""Standalone FastAPI application for the Lance knowledge graph."""
-
-from __future__ import annotations
-
-from contextlib import asynccontextmanager
-from typing import TYPE_CHECKING, Optional
-
-import uvicorn
-from fastapi import FastAPI
-
-from .component import KnowledgeGraphComponent
-
-if TYPE_CHECKING:
-    from .config import KnowledgeGraphConfig
-
-
-def create_app(config: Optional["KnowledgeGraphConfig"] = None) -> FastAPI:
-    component = KnowledgeGraphComponent(config)
-
-    @asynccontextmanager
-    async def lifespan(app: FastAPI):
-        try:
-            yield
-        finally:
-            component.close()
-
-    app = FastAPI(
-        title="Lance Knowledge Graph API",
-        version="0.1.0",
-        lifespan=lifespan,
-    )
-    app.include_router(component.router, prefix="/graph")
-    return app
-
-
-app = create_app()
-
-
-def main() -> None:
-    """Run the web service using uvicorn."""
-    uvicorn.run(app, host="0.0.0.0", port=8000)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/python/python/lance_csr/__init__.py b/python/python/lance_csr/__init__.py
new file mode 100644
index 0000000..196aa72
--- /dev/null
+++ b/python/python/lance_csr/__init__.py
@@ -0,0 +1,48 @@
+"""Python bindings for the ``lance-graph`` crate.
+
+Provides two query interfaces:
+
+- **Cypher**: ``CypherQuery`` and ``CypherEngine`` for graph-pattern queries
+  (requires a ``GraphConfig`` with node/relationship mappings).
+- **SQL**: ``SqlQuery`` and ``SqlEngine`` for standard SQL queries executed
+  directly against datasets via DataFusion (no ``GraphConfig`` needed).
+"""
+
+from __future__ import annotations
+
+try:
+    from . import _internal as _bindings  # type: ignore[attr-defined]
+except ImportError as e:
+    raise ImportError(
+        "Unable to import the compiled lance-csr extension. "
+        "Run `maturin develop` (or install the package) before importing."
+    ) from e
+
+GraphConfig = _bindings.graph.GraphConfig
+GraphConfigBuilder = _bindings.graph.GraphConfigBuilder
+CypherQuery = _bindings.graph.CypherQuery
+CypherEngine = _bindings.graph.CypherEngine
+SqlQuery = _bindings.graph.SqlQuery
+SqlEngine = _bindings.graph.SqlEngine
+ExecutionStrategy = _bindings.graph.ExecutionStrategy
+SqlDialect = _bindings.graph.SqlDialect
+VectorSearch = _bindings.graph.VectorSearch
+DistanceMetric = _bindings.graph.DistanceMetric
+
+DirNamespace = _bindings.graph.DirNamespace
+
+__all__ = [
+    "GraphConfig",
+    "GraphConfigBuilder",
+    "CypherQuery",
+    "CypherEngine",
+    "SqlQuery",
+    "SqlEngine",
+    "ExecutionStrategy",
+    "SqlDialect",
+    "VectorSearch",
+    "DistanceMetric",
+    "DirNamespace",
+]
+
+__version__ = _bindings.__version__
diff --git a/python/python/lance_graph/__init__.py b/python/python/lance_graph/__init__.py
deleted file mode 100644
index 2673196..0000000
--- a/python/python/lance_graph/__init__.py
+++ /dev/null
@@ -1,115 +0,0 @@
-"""Python bindings for the ``lance-graph`` crate.
-
-Provides two query interfaces:
-
-- **Cypher**: ``CypherQuery`` and ``CypherEngine`` for graph-pattern queries
-  (requires a ``GraphConfig`` with node/relationship mappings).
-- **SQL**: ``SqlQuery`` and ``SqlEngine`` for standard SQL queries executed
-  directly against datasets via DataFusion (no ``GraphConfig`` needed).
-"""
-
-from __future__ import annotations
-
-import importlib.util
-import sys
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-if TYPE_CHECKING:
-    from types import ModuleType
-
-
-def _load_bindings() -> ModuleType:
-    try:
-        from . import _internal as bindings  # type: ignore[attr-defined]
-    except ImportError:
-        try:
-            import _internal as bindings  # type: ignore[import-not-found]
-        except ImportError:
-            bindings = _load_dev_build()
-    return bindings
-
-
-def _load_dev_build() -> ModuleType:
-    package_dir = Path(__file__).resolve().parent
-    project_root = package_dir.parent.parent  # .../python
-    repo_root = project_root.parent
-
-    search_paths = [
-        project_root / "target" / "debug",
-        project_root / "target" / "debug" / "deps",
-        project_root / "target" / "release",
-        project_root / "target" / "release" / "deps",
-        project_root / "target" / "maturin",
-        repo_root / "target" / "debug",
-        repo_root / "target" / "debug" / "deps",
-        repo_root / "target" / "release",
-        repo_root / "target" / "release" / "deps",
-        repo_root / "target" / "maturin",
-    ]
-
-    candidates = []
-    for base in search_paths:
-        candidates.extend(base.glob("_internal*.so"))
-        candidates.extend(base.glob("lib_internal*.so"))
-        candidates.extend(base.glob("_internal*.pyd"))
-        candidates.extend(base.glob("lib_internal*.pyd"))
-
-    for candidate in candidates:
-        if not candidate.exists():
-            continue
-        spec = importlib.util.spec_from_file_location(
-            f"{__name__}._internal", candidate
-        )
-        if spec is None or spec.loader is None:
-            continue
-        module = importlib.util.module_from_spec(spec)
-        spec.loader.exec_module(module)  # type: ignore[call-arg]
-        sys.modules[spec.name] = module
-        return module
-
-    raise ImportError(
-        "Unable to locate the compiled lance-graph extension. "
-        "Run `maturin develop` (or install the package) before importing."
-    )
-
-
-_bindings = _load_bindings()
-
-GraphConfig = _bindings.graph.GraphConfig
-GraphConfigBuilder = _bindings.graph.GraphConfigBuilder
-CypherQuery = _bindings.graph.CypherQuery
-CypherEngine = _bindings.graph.CypherEngine
-SqlQuery = _bindings.graph.SqlQuery
-SqlEngine = _bindings.graph.SqlEngine
-ExecutionStrategy = _bindings.graph.ExecutionStrategy
-SqlDialect = _bindings.graph.SqlDialect
-VectorSearch = _bindings.graph.VectorSearch
-DistanceMetric = _bindings.graph.DistanceMetric
-
-DirNamespace = _bindings.graph.DirNamespace
-
-UnityCatalog = _bindings.graph.UnityCatalog
-CatalogInfo = _bindings.graph.CatalogInfo
-SchemaInfo = _bindings.graph.SchemaInfo
-TableInfo = _bindings.graph.TableInfo
-
-__all__ = [
-    "GraphConfig",
-    "GraphConfigBuilder",
-    "CypherQuery",
-    "CypherEngine",
-    "SqlQuery",
-    "SqlEngine",
-    "ExecutionStrategy",
-    "SqlDialect",
-    "VectorSearch",
-    "DistanceMetric",
-    "DirNamespace",
-    "UnityCatalog",
-    "CatalogInfo",
-    "SchemaInfo",
-    "TableInfo",
-]
-
-__version__ = _bindings.__version__
diff --git a/python/python/tests/test_cypher_engine.py b/python/python/tests/test_cypher_engine.py
index 84372f6..cb57029 100644
--- a/python/python/tests/test_cypher_engine.py
+++ b/python/python/tests/test_cypher_engine.py
@@ -3,7 +3,7 @@
 
 import pyarrow as pa
 import pytest
-from lance_graph import CypherEngine, CypherQuery, GraphConfig
+from lance_csr import CypherEngine, CypherQuery, GraphConfig
 
 
 @pytest.fixture
diff --git a/python/python/tests/test_engine_alternation.py b/python/python/tests/test_engine_alternation.py
new file mode 100644
index 0000000..55c2837
--- /dev/null
+++ b/python/python/tests/test_engine_alternation.py
@@ -0,0 +1,137 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Relationship-type alternation (``[:A|B]``) and multi-label nodes (``(m:A:B)``).
+
+A small LDBC-shaped graph: posts and comments created by people, comments replying to
+posts or comments. Expected answers are written out by hand.
+"""
+
+import lance
+import pyarrow as pa
+import pytest
+from lance_csr import CypherEngine, GraphConfig
+
+RELS = {
+    "postHasCreator": ("Post", "Person", [10, 11], [1, 2]),
+    "commentHasCreator": ("Comment", "Person", [20, 21], [1, 1]),
+    "replyOfPost": ("Comment", "Post", [20], [10]),
+    "replyOfComment": ("Comment", "Comment", [21], [20]),
+}
+TABLES = {
+    "Person": pa.table({"id": [1, 2], "name": ["a", "b"]}),
+    "Post": pa.table(
+        {"id": [10, 11], "content": ["p10", "p11"], "imagefile": ["i10", None]}
+    ),
+    "Comment": pa.table({"id": [20, 21], "content": ["c20", "c21"]}),
+} | {
+    name: pa.table({"src": pa.array(s, pa.int64()), "dst": pa.array(d, pa.int64())})
+    for name, (_, _, s, d) in RELS.items()
+}
+
+
+def config(endpoints=True):
+    builder = GraphConfig.builder()
+    for label in ("Person", "Post", "Comment"):
+        builder = builder.with_node_label(label, "id")
+    for name, (src, dst, _, _) in RELS.items():
+        labels = (src, dst) if endpoints else (None, None)
+        builder = builder.with_relationship(name, "src", "dst", *labels)
+    return builder.build()
+
+
+@pytest.fixture(params=["arrow", "lance"])
+def datasets(request, tmp_path):
+    if request.param == "arrow":
+        return TABLES
+    return {
+        name: lance.write_dataset(table, tmp_path / f"{name}.lance")
+        for name, table in TABLES.items()
+    }
+
+
+def rows(table):
+    return sorted(tuple(r.values()) for r in table.to_pylist())
+
+
+CASES = [
+    (
+        "MATCH (p:Person)<-[:postHasCreator|commentHasCreator]-(m) "
+        "RETURN p.id, m.id, m.content",
+        [(1, 10, "p10"), (1, 20, "c20"), (1, 21, "c21"), (2, 11, "p11")],
+    ),
+    # A property only posts have is null for comments.
+    (
+        "MATCH (p:Person {id: 1})<-[:postHasCreator|:commentHasCreator]-(m) "
+        "RETURN m.id, m.imagefile",
+        [(10, "i10"), (20, None), (21, None)],
+    ),
+    # The middle node's label follows from both relationships' types (LDBC IC8 shape).
+    (
+        "MATCH (p:Person {id: 1})<-[:postHasCreator|commentHasCreator]-(:Post:Comment)"
+        "<-[:replyOfPost|replyOfComment]-(c:Comment) RETURN c.id",
+        [(20,), (21,)],
+    ),
+    ("MATCH (m:Post:Comment) RETURN count(*) AS n", [(4,)]),
+    (
+        "MATCH (p:Person)<-[:postHasCreator|commentHasCreator]-(m) "
+        "RETURN p.id, count(*) AS n",
+        [(1, 3), (2, 1)],
+    ),
+]
+
+
+@pytest.mark.parametrize("use_csr", [False, True])
+@pytest.mark.parametrize(("query", "expected"), CASES)
+def test_alternation(datasets, use_csr, query, expected):
+    engine = CypherEngine(config(), datasets, use_csr=use_csr)
+    assert rows(engine.execute(query)) == sorted(expected)
+
+
+def test_alternation_branches_use_csr(datasets):
+    engine = CypherEngine(config(), datasets, use_csr=True)
+    plan = engine.explain(
+        "MATCH (p:Person)<-[:postHasCreator|commentHasCreator]-(m) RETURN m.id"
+    )
+    physical = plan[plan.index("physical_plan") :]
+    assert physical.count("CsrExpandExec") == 2 and "UnionExec" in physical
+
+
+def test_label_choice_needs_endpoint_labels(datasets):
+    # Without endpoint labels, `m` could be a Post or a Comment for either type.
+    engine = CypherEngine(config(endpoints=False), datasets)
+    with pytest.raises(Exception, match="endpoint labels"):
+        engine.execute(
+            "MATCH (p:Person)<-[:postHasCreator|commentHasCreator]-(m:Post:Comment) "
+            "RETURN m.id"
+        )
+
+
+def test_endpoint_labels_must_be_given_together():
+    with pytest.raises(ValueError, match="together"):
+        GraphConfig.builder().with_node_label("Post", "id").with_relationship(
+            "r", "src", "dst", "Post"
+        )
+
+
+@pytest.mark.parametrize("use_csr", [False, True])
+def test_variable_length_alternation_follows_endpoint_labels(datasets, use_csr):
+    # Comment 21 replies to comment 20, which replies to post 10: one and two hops.
+    engine = CypherEngine(config(), datasets, use_csr=use_csr)
+    got = engine.execute(
+        "MATCH (c:Comment)-[:replyOfComment|replyOfPost*1..3]->(p:Post) "
+        "RETURN c.id, p.id"
+    )
+    assert rows(got) == [(20, 10), (21, 10)]
+
+
+def test_collect_distinct(datasets):
+    engine = CypherEngine(config(), datasets)
+    got = engine.execute(
+        "MATCH (p:Person)<-[:postHasCreator|commentHasCreator]-(m) "
+        "RETURN p.id AS id, collect(DISTINCT p.name) AS names, count(*) AS n"
+    )
+    assert sorted((r["id"], r["names"], r["n"]) for r in got.to_pylist()) == [
+        (1, ["a"], 3),
+        (2, ["b"], 1),
+    ]
diff --git a/python/python/tests/test_engine_csr.py b/python/python/tests/test_engine_csr.py
new file mode 100644
index 0000000..c7e96f2
--- /dev/null
+++ b/python/python/tests/test_engine_csr.py
@@ -0,0 +1,341 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Experimental CSR single-hop expansion (``CypherEngine(..., use_csr=True)``).
+
+Every query runs on a CSR engine and a join-path engine over the same data; the
+sorted results must be identical.
+"""
+
+import lance
+import pyarrow as pa
+import pytest
+from lance_csr import CypherEngine, GraphConfig
+
+CONFIG = (
+    GraphConfig.builder()
+    .with_node_label("Person", "id")
+    .with_relationship("KNOWS", "src", "dst")
+    .build()
+)
+
+PEOPLE = pa.table(
+    {
+        "id": [1, 2, 3, 4, 5, 6],
+        "name": ["a", "b", "c", "d", "e", "f"],
+        "age": [20, 30, 40, 50, 60, 70],
+    }
+)
+# Duplicate edge (1->2 twice), self loop (3->3), null endpoints, a dangling edge
+# to a missing node (4->99), and an isolated node (6).
+KNOWS = pa.table(
+    {
+        "src": pa.array([1, 1, 1, 2, 3, 4, None, 5, 5], pa.int64()),
+        "dst": pa.array([2, 2, 3, 3, 3, 99, 1, None, 1], pa.int64()),
+        "since": [2001, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008],
+    }
+)
+
+QUERIES = [
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN a.name, b.name",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.age > 25 RETURN a.id, b.id",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE b.age >= 40 RETURN a.id, b.age",
+    "MATCH (a:Person)<-[:KNOWS]-(b:Person) RETURN a.id, b.id",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person)-[:KNOWS]->(c:Person) RETURN a.id, c.id",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN count(*) AS n",
+    "MATCH (a:Person)-[:KNOWS]->(a) RETURN a.id",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 1 RETURN b.id, b.name, b.age",
+    "MATCH (a:Person)<-[:KNOWS]-(b:Person) WHERE a.id = 3 RETURN b.name",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person {age: 40}) RETURN a.id",
+    # Target filter moved into the CSR node (start is more selective than b).
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) "
+    "WHERE a.id = 1 AND b.age >= 40 RETURN b.name",
+    # Closing edges: cycles back to an already-bound variable (duplicates included).
+    "MATCH (a:Person)-[:KNOWS]->(b:Person)-[:KNOWS]->(a) RETURN a.id, b.id",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person), (b)<-[:KNOWS]-(a) RETURN count(*) AS n",
+    # Closing onto a variable whose id came from an earlier CSR take (LDBC Q30 shape).
+    "MATCH (a:Person)-[:KNOWS]->(b:Person), (a)-[:KNOWS]->(c:Person)-[:KNOWS]->(b) "
+    "RETURN count(*) AS n",
+    # Variable-length paths: every hop is a CSR expansion (undirected ones included).
+    "MATCH (a:Person)-[:KNOWS*1..2]->(b:Person) RETURN a.id, b.id",
+    "MATCH (a:Person)<-[:KNOWS*2..2]-(b:Person) RETURN a.id, b.id",
+    "MATCH (a:Person)-[:KNOWS*1..3]-(b:Person) WHERE a.id = 1 RETURN b.id, b.name",
+    "MATCH (a:Person)-[:KNOWS*1..2]-(b:Person) RETURN count(*) AS n",
+    # Shapes that keep the join path: bound relationship variable, property filter.
+    "MATCH (a:Person)-[:KNOWS]-(b:Person) RETURN a.id, b.id",
+    "MATCH (a:Person)-[r:KNOWS]->(b:Person) RETURN a.id, r.since",
+    "MATCH (a:Person)-[:KNOWS {since: 2001}]->(b:Person) RETURN a.id, b.id",
+]
+
+
+def rows(table):
+    return sorted(table.to_pylist(), key=lambda r: [str(v) for v in r.values()])
+
+
+@pytest.fixture(params=["arrow", "lance"])
+def datasets(request, tmp_path):
+    if request.param == "arrow":
+        return {"Person": PEOPLE, "KNOWS": KNOWS}
+    return {
+        "Person": lance.write_dataset(PEOPLE, tmp_path / "person.lance"),
+        "KNOWS": lance.write_dataset(
+            KNOWS, tmp_path / "knows.lance", max_rows_per_file=4
+        ),
+    }
+
+
+@pytest.mark.parametrize("query", QUERIES)
+def test_csr_matches_join_path(datasets, query):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    join = CypherEngine(CONFIG, datasets)
+    assert rows(csr.execute(query)) == rows(join.execute(query))
+
+
+@pytest.mark.parametrize("use_csr", [False, True])
+@pytest.mark.parametrize("rel", ["[:KNOWS]", "[:KNOWS*1..1]"])
+def test_undirected_matches_edges_from_both_ends(datasets, use_csr, rel):
+    # Each edge matches in both directions; the self loop 3->3 matches once.
+    engine = CypherEngine(CONFIG, datasets, use_csr=use_csr)
+    got = engine.execute(f"MATCH (a:Person)-{rel}-(b:Person) RETURN a.id, b.id")
+    pairs = [(1, 2), (1, 2), (1, 3), (2, 3), (5, 1)]
+    want = pairs + [(b, a) for a, b in pairs] + [(3, 3)]
+    assert sorted(zip(*got.to_pydict().values())) == sorted(want)
+
+
+def test_csr_operator_used_only_for_supported_shapes(datasets):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    join = CypherEngine(CONFIG, datasets)
+    single = "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN b.id"
+    assert "CsrExpand" in csr.explain(single)
+    assert "CsrExpand" not in join.explain(single)
+    bound = "MATCH (a:Person)-[r:KNOWS]->(b:Person) RETURN r.since"
+    assert "CsrExpand" not in csr.explain(bound)
+
+
+def test_variable_length_hops_use_csr(datasets):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    plan = csr.explain("MATCH (a:Person)-[:KNOWS*1..2]-(b:Person) RETURN b.id")
+    lines = plan[plan.index("physical_plan") :].splitlines()
+    expands = [line for line in lines if "CsrExpandExec" in line]
+    # One expansion for the 1-hop branch and two for the 2-hop branch.
+    assert len(expands) == 3 and all("undirected" in line for line in expands)
+    assert "HashJoinExec" not in "\n".join(lines)
+
+
+def test_source_filter_pushed_below_csr(datasets):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    plan = csr.explain(
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.age > 25 RETURN b.id"
+    )
+    lines = plan[plan.index("physical_plan") :].splitlines()
+    csr_line = next(i for i, line in enumerate(lines) if "CsrExpand" in line)
+    filters = [
+        i
+        for i, line in enumerate(lines)
+        if ("FilterExec" in line or "full_filter" in line) and "age" in line
+    ]
+    # Children print below parents: the filter on `a` must sit under the expansion.
+    assert filters and min(filters) > csr_line
+
+
+def test_csr_stats_report_edges_and_source_version(tmp_path):
+    knows = lance.write_dataset(KNOWS, tmp_path / "knows.lance")
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": knows}, use_csr=True)
+    stats = engine.csr_stats()
+    # Edges with a null endpoint are not indexed (they can never join).
+    assert stats["KNOWS"]["edges"] == 7
+    assert stats["KNOWS"]["version"] == 1
+    assert stats["KNOWS"]["build_ms"] >= 0
+    assert CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": knows}).csr_stats() == {}
+
+
+def test_csr_tracks_edge_changes_but_not_node_changes(tmp_path):
+    person = lance.write_dataset(PEOPLE, tmp_path / "person.lance")
+    knows = lance.write_dataset(KNOWS, tmp_path / "knows.lance")
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows}, use_csr=True)
+    query = "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 6 RETURN b.id"
+    before = engine.csr_stats()
+
+    # Node-table change only: the CSR depends on the edge table alone.
+    lance.write_dataset(
+        pa.table({"id": [7], "name": ["g"], "age": [80]}),
+        tmp_path / "person.lance",
+        mode="append",
+    )
+    engine.refresh()
+    assert engine.csr_stats() == before
+
+    new_edge = pa.table(
+        {
+            "src": pa.array([6], pa.int64()),
+            "dst": pa.array([1], pa.int64()),
+            "since": [2009],
+        }
+    )
+    lance.write_dataset(new_edge, tmp_path / "knows.lance", mode="append")
+    assert engine.execute(query).num_rows == 0  # pinned snapshot
+    engine.refresh()
+    after = engine.csr_stats()
+    assert after["KNOWS"]["version"] == 2 and after["KNOWS"]["edges"] == 8
+    assert engine.execute(query).column(0).to_pylist() == [1]
+
+
+def test_non_integer_ids_fall_back_to_join():
+    people = pa.table({"id": ["x", "y"], "name": ["a", "b"]})
+    knows = pa.table({"src": ["x"], "dst": ["y"]})
+    csr = CypherEngine(CONFIG, {"Person": people, "KNOWS": knows}, use_csr=True)
+    query = "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN b.name"
+    assert "CsrExpand" not in csr.explain(query)
+    assert csr.execute(query).column(0).to_pylist() == ["b"]
+    assert csr.csr_stats() == {}
+
+
+def test_execute_batches_with_csr(datasets):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    query = "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN a.id, b.id"
+    streamed = pa.Table.from_batches(list(csr.execute_batches(query)))
+    assert rows(streamed) == rows(csr.execute(query))
+
+
+def physical_plan(engine, query):
+    plan = engine.explain(query)
+    return plan[plan.index("physical_plan") :]
+
+
+def test_target_lookup_replaces_target_join(datasets):
+    query = "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 1 RETURN b.name"
+    csr_plan = physical_plan(CypherEngine(CONFIG, datasets, use_csr=True), query)
+    assert "CsrExpandExec" in csr_plan and "take=b" in csr_plan
+    assert "HashJoinExec" not in csr_plan
+    assert "HashJoinExec" in physical_plan(CypherEngine(CONFIG, datasets), query)
+
+
+def test_cross_label_target_lookup(tmp_path):
+    config = (
+        GraphConfig.builder()
+        .with_node_label("Person", "id")
+        .with_node_label("Company", "cid")
+        .with_relationship("WORKS_AT", "pid", "cid")
+        .build()
+    )
+    company = pa.table({"cid": pa.array([10, 20], pa.int32()), "cname": ["x", "y"]})
+    works = pa.table({"pid": [1, 2, 2, 3], "cid": [10, 10, 20, 30]})
+    datasets = {
+        "Person": PEOPLE,
+        "Company": lance.write_dataset(company, tmp_path / "company.lance"),
+        "WORKS_AT": works,
+    }
+    query = "MATCH (p:Person)-[:WORKS_AT]->(c:Company) RETURN p.name, c.cid, c.cname"
+    csr = CypherEngine(config, datasets, use_csr=True)
+    assert "HashJoinExec" not in physical_plan(csr, query)
+    assert rows(csr.execute(query)) == rows(
+        CypherEngine(config, datasets).execute(query)
+    )
+
+
+def test_lance_node_table_with_deleted_rows(tmp_path):
+    person = lance.write_dataset(PEOPLE, tmp_path / "person.lance", max_rows_per_file=2)
+    person.delete("id = 2 OR id = 5")
+    person = lance.dataset(tmp_path / "person.lance")
+    datasets = {"Person": person, "KNOWS": KNOWS}
+    for query in QUERIES:
+        csr = CypherEngine(CONFIG, datasets, use_csr=True)
+        assert rows(csr.execute(query)) == rows(
+            CypherEngine(CONFIG, datasets).execute(query)
+        ), query
+
+
+def test_duplicate_node_ids_fall_back_to_join():
+    people = pa.table({"id": [1, 2, 2], "name": ["a", "b", "b2"], "age": [1, 2, 3]})
+    datasets = {"Person": people, "KNOWS": KNOWS}
+    query = "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 1 RETURN b.name"
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    assert "HashJoinExec" in physical_plan(csr, query)
+    assert rows(csr.execute(query)) == rows(
+        CypherEngine(CONFIG, datasets).execute(query)
+    )
+    assert "Person" not in csr.node_index_stats()
+
+
+def test_node_index_rebuilt_only_when_node_version_changes(tmp_path):
+    person = lance.write_dataset(PEOPLE, tmp_path / "person.lance")
+    knows = lance.write_dataset(KNOWS, tmp_path / "knows.lance")
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows}, use_csr=True)
+    before = engine.node_index_stats()
+    assert before["Person"]["rows"] == 6 and before["Person"]["version"] == 1
+
+    # Edge-only change: the node index is reused.
+    edge = pa.table(
+        {
+            "src": pa.array([6], pa.int64()),
+            "dst": pa.array([7], pa.int64()),
+            "since": [1],
+        }
+    )
+    lance.write_dataset(edge, tmp_path / "knows.lance", mode="append")
+    engine.refresh()
+    assert engine.node_index_stats() == before
+    query = "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 6 RETURN b.name"
+    assert engine.execute(query).num_rows == 0  # node 7 does not exist yet
+
+    lance.write_dataset(
+        pa.table({"id": [7], "name": ["g"], "age": [80]}),
+        tmp_path / "person.lance",
+        mode="append",
+    )
+    engine.refresh()
+    after = engine.node_index_stats()
+    assert after["Person"]["version"] == 2 and after["Person"]["rows"] == 7
+    assert engine.execute(query).column(0).to_pylist() == ["g"]
+
+
+@pytest.mark.parametrize(
+    ("query", "taken"),
+    [
+        ("MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN count(*) AS n", "take=b[]"),
+        ("MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN b.id", "take=b[b__id*]"),
+        ("MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN b.name", "take=b[b__name]"),
+        (
+            # Equal filters on both ends keep the textual start, so `b` is taken; its
+            # filter is evaluated on the Person table, so `b.age` is not taken per row.
+            "MATCH (a:Person)-[:KNOWS]->(b:Person) "
+            "WHERE a.age > 0 AND b.age > 30 RETURN b.id",
+            "take=b[b__id*], filter=",
+        ),
+        (
+            "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN b.id, b.age",
+            "take=b[b__id*, b__age]",
+        ),
+        (
+            "MATCH (a:Person)-[:KNOWS]->(b:Person)-[:KNOWS]->(c:Person) RETURN c.name",
+            "take=b[b__id*]",
+        ),
+    ],
+)
+def test_target_take_fetches_only_used_columns(datasets, query, taken):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    assert taken in physical_plan(csr, query)
+    assert rows(csr.execute(query)) == rows(
+        CypherEngine(CONFIG, datasets).execute(query)
+    )
+
+
+def test_target_filter_runs_before_the_take(datasets):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    plan = physical_plan(
+        csr,
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) "
+        "WHERE a.id = 1 AND b.age >= 40 RETURN b.name",
+    )
+    expand = next(line for line in plan.splitlines() if "CsrExpandExec" in line)
+    # The filter column is evaluated on the target table, not taken per row.
+    assert "filter=" in expand and "take=b[b__name]" in expand
+    assert "FilterExec" not in plan.split("CsrExpandExec")[0]
+
+
+def test_closing_edge_checks_bound_target(datasets):
+    csr = CypherEngine(CONFIG, datasets, use_csr=True)
+    plan = physical_plan(
+        csr, "MATCH (a:Person)-[:KNOWS]->(b:Person)-[:KNOWS]->(a) RETURN a.id"
+    )
+    assert "match=a__id" in plan
diff --git a/python/python/tests/test_engine_csr_delta.py b/python/python/tests/test_engine_csr_delta.py
new file mode 100644
index 0000000..68a4e91
--- /dev/null
+++ b/python/python/tests/test_engine_csr_delta.py
@@ -0,0 +1,195 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Incremental CSR maintenance: edge commits applied as deltas and tombstones.
+
+After each change and ``refresh()``, the CSR engine must return exactly what a
+fresh join-path engine and a freshly built CSR engine return on the new data.
+"""
+
+import lance
+import pyarrow as pa
+import pytest
+from lance_csr import CypherEngine, GraphConfig
+
+CONFIG = (
+    GraphConfig.builder()
+    .with_node_label("Person", "id")
+    .with_relationship("KNOWS", "src", "dst")
+    .build()
+)
+N = 40
+PEOPLE = pa.table({"id": list(range(N)), "name": [f"p{i}" for i in range(N)]})
+
+QUERIES = [
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN a.id, b.id",
+    "MATCH (a:Person)<-[:KNOWS]-(b:Person) RETURN a.id, b.name",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 3 RETURN b.id",
+    "MATCH (a:Person)-[:KNOWS]->(b:Person)-[:KNOWS]->(c:Person) RETURN count(*) AS n",
+]
+
+
+def edges(pairs, start=0):
+    src, dst = zip(*pairs) if pairs else ((), ())
+    return pa.table(
+        {
+            "src": pa.array(src, pa.int64()),
+            "dst": pa.array(dst, pa.int64()),
+            # Unique per row, so a predicate can delete one of two identical edges.
+            "since": list(range(start, start + len(pairs))),
+        }
+    )
+
+
+# 200 edges in 5 fragments, including duplicates (i -> i+1 appears twice for i < 10).
+BASE = [(i % N, (i * 7 + 1) % N) for i in range(190)] + [(i, i + 1) for i in range(10)]
+
+
+def rows(table):
+    return sorted(table.to_pylist(), key=lambda r: [str(v) for v in r.values()])
+
+
+@pytest.fixture
+def graph(tmp_path):
+    def make(**write_kwargs):
+        person = lance.write_dataset(PEOPLE, tmp_path / "person.lance")
+        knows = lance.write_dataset(
+            edges(BASE), tmp_path / "knows.lance", max_rows_per_file=40, **write_kwargs
+        )
+        engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows}, use_csr=True)
+        return engine, tmp_path / "knows.lance"
+
+    return make
+
+
+def check(engine, knows_uri):
+    """CSR engine (after refresh) == fresh join engine == fresh CSR engine."""
+    datasets = {
+        "Person": lance.dataset(knows_uri.parent / "person.lance"),
+        "KNOWS": lance.dataset(knows_uri),
+    }
+    join = CypherEngine(CONFIG, datasets)
+    fresh = CypherEngine(CONFIG, datasets, use_csr=True)
+    for query in QUERIES:
+        expected = rows(join.execute(query))
+        assert rows(engine.execute(query)) == expected, query
+        assert rows(fresh.execute(query)) == expected, query
+
+
+def stats(engine):
+    return engine.csr_stats()["KNOWS"]
+
+
+def test_initial_build_reports_build(graph):
+    engine, _ = graph()
+    s = stats(engine)
+    assert (s["update"], s["delta_edges"], s["tombstones"]) == ("build", 0, 0)
+
+
+def test_append_applied_as_delta(graph):
+    engine, uri = graph()
+    lance.write_dataset(edges([(1, 2), (39, 0), (5, 5)], 1000), uri, mode="append")
+    engine.refresh()
+    s = stats(engine)
+    assert (s["update"], s["delta_edges"], s["tombstones"]) == ("delta", 3, 0)
+    assert s["edges"] == 203
+    check(engine, uri)
+
+
+def test_delete_applied_as_tombstones(graph):
+    engine, uri = graph()
+    lance.dataset(uri).delete("since % 9 = 0")
+    engine.refresh()
+    s = stats(engine)
+    assert s["update"] == "delta" and s["tombstones"] == 23 and s["delta_edges"] == 0
+    check(engine, uri)
+
+
+def test_delete_one_of_duplicate_edges(graph):
+    engine, uri = graph()
+    # since 190..199 are the duplicated i -> i+1 edges; delete one copy of 2 -> 3.
+    lance.dataset(uri).delete("since = 192")
+    engine.refresh()
+    query = "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 2 RETURN b.id"
+    expected = sorted(d for s, d in BASE if s == 2)
+    expected.remove(3)
+    assert sorted(engine.execute(query).column(0).to_pylist()) == expected
+    check(engine, uri)
+
+
+def test_delete_whole_fragment(graph):
+    engine, uri = graph()
+    lance.dataset(uri).delete("since >= 40 AND since < 80")
+    engine.refresh()
+    assert stats(engine)["tombstones"] == 40
+    check(engine, uri)
+
+
+def test_update_endpoint_values(graph):
+    engine, uri = graph()
+    lance.dataset(uri).update({"dst": "0"}, where="since < 15")
+    engine.refresh()
+    assert stats(engine)["update"] == "delta"
+    check(engine, uri)
+
+
+def test_non_endpoint_column_change_reuses_csr(graph):
+    engine, uri = graph()
+    before = stats(engine)
+    lance.dataset(uri).add_columns({"weight": "since * 2"})
+    engine.refresh()
+    after = stats(engine)
+    assert after["update"] == "reused" and after["edges"] == before["edges"]
+    assert after["version"] > before["version"]
+    check(engine, uri)
+
+
+def test_sequential_deltas_accumulate(graph):
+    engine, uri = graph()
+    lance.write_dataset(edges([(7, 8), (7, 9)], 2000), uri, mode="append")
+    engine.refresh()
+    lance.dataset(uri).delete("since = 2000 OR since = 0")
+    engine.refresh()
+    lance.write_dataset(edges([(7, 8)], 3000), uri, mode="append")
+    engine.refresh()
+    s = stats(engine)
+    assert s["update"] == "delta" and s["delta_edges"] == 3 and s["tombstones"] == 2
+    check(engine, uri)
+
+
+def test_compaction_keeps_results(graph):
+    engine, uri = graph()
+    ds = lance.dataset(uri)
+    ds.delete("since < 30")
+    ds.optimize.compact_files(target_rows_per_fragment=1000)
+    engine.refresh()
+    check(engine, uri)
+
+
+def test_overwrite_triggers_rebuild(graph):
+    engine, uri = graph()
+    lance.write_dataset(edges([(1, 2), (2, 3)]), uri, mode="overwrite")
+    engine.refresh()
+    s = stats(engine)
+    assert (s["update"], s["edges"], s["delta_edges"]) == ("rebuild", 2, 0)
+    check(engine, uri)
+
+
+def test_large_delta_triggers_rebuild(graph):
+    engine, uri = graph()
+    many = [(i % N, (i + 3) % N) for i in range(100)]  # 50% of the base
+    lance.write_dataset(edges(many, 5000), uri, mode="append")
+    engine.refresh()
+    s = stats(engine)
+    assert (s["update"], s["edges"], s["delta_edges"]) == ("rebuild", 300, 0)
+    check(engine, uri)
+
+
+def test_stable_row_ids_with_deletes_and_appends(graph):
+    engine, uri = graph(enable_stable_row_ids=True)
+    ds = lance.dataset(uri)
+    ds.delete("since % 5 = 1")
+    lance.write_dataset(edges([(0, 39)], 9000), uri, mode="append")
+    engine.refresh()
+    assert stats(engine)["update"] == "delta"
+    check(engine, uri)
diff --git a/python/python/tests/test_engine_exists.py b/python/python/tests/test_engine_exists.py
new file mode 100644
index 0000000..00fd962
--- /dev/null
+++ b/python/python/tests/test_engine_exists.py
@@ -0,0 +1,93 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""EXISTS subqueries, pattern predicates, and the date functions.
+
+Uses the graph from ``test_engine_csr.py``: people 1-6 aged 20, 30, ..., 70, with valid
+edges 1->2 (twice), 1->3, 2->3, 3->3 and 5->1 (4->99 points at a missing person).
+"""
+
+import datetime
+
+import pyarrow as pa
+import pytest
+from lance_csr import CypherEngine, GraphConfig
+from test_engine_csr import CONFIG, KNOWS, PEOPLE
+
+CASES = [
+    (
+        "MATCH (a:Person) WHERE EXISTS { MATCH (a)-[:KNOWS]->(:Person) } RETURN a.id",
+        [(1,), (2,), (3,), (5,)],
+    ),
+    # No match means a null mark, so NOT EXISTS keeps the row.
+    (
+        "MATCH (a:Person) WHERE NOT EXISTS { MATCH (a)-[:KNOWS]->(:Person) } "
+        "RETURN a.id",
+        [(4,), (6,)],
+    ),
+    # A bare pattern as a predicate.
+    ("MATCH (a:Person) WHERE NOT (a)-[:KNOWS]->(:Person) RETURN a.id", [(4,), (6,)]),
+    # The subquery's own WHERE.
+    (
+        "MATCH (a:Person) WHERE EXISTS { (a)-[:KNOWS]->(b:Person) WHERE b.age > 35 } "
+        "RETURN a.id",
+        [(1,), (2,), (3,)],
+    ),
+    # Both ends bound: two-hop pairs with no direct edge.
+    (
+        "MATCH (a:Person)-[:KNOWS]->(m:Person)-[:KNOWS]->(b:Person) "
+        "WHERE NOT (a)-[:KNOWS]->(b) RETURN DISTINCT a.id, b.id",
+        [(5, 2), (5, 3)],
+    ),
+    # EXISTS inside CASE in RETURN (LDBC IC7's isNew).
+    (
+        "MATCH (a:Person) RETURN a.id, CASE WHEN EXISTS { (a)<-[:KNOWS]-(:Person) } "
+        "THEN 'followed' ELSE 'not' END AS f",
+        [
+            (1, "followed"),
+            (2, "followed"),
+            (3, "followed"),
+            (4, "not"),
+            (5, "not"),
+            (6, "not"),
+        ],
+    ),
+]
+
+
+@pytest.mark.parametrize("use_csr", [False, True])
+@pytest.mark.parametrize(("query", "expected"), CASES)
+def test_exists(use_csr, query, expected):
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS}, use_csr=use_csr)
+    assert (
+        sorted(tuple(r.values()) for r in engine.execute(query).to_pylist()) == expected
+    )
+
+
+def test_date_part_and_epoch_millis():
+    utc = datetime.timezone.utc
+    people = pa.table(
+        {
+            "id": pa.array([1, 2], pa.int64()),
+            "birthday": pa.array(
+                [datetime.date(1990, 5, 21), datetime.date(1985, 12, 3)]
+            ),
+            "seen": pa.array(
+                [
+                    datetime.datetime(1970, 1, 1, 0, 1, tzinfo=utc),
+                    datetime.datetime(2000, 1, 1, tzinfo=utc),
+                ],
+                pa.timestamp("ns", tz="UTC"),
+            ),
+        }
+    )
+    config = GraphConfig.builder().with_node_label("Person", "id").build()
+    engine = CypherEngine(config, {"Person": people})
+    got = engine.execute(
+        "MATCH (p:Person) RETURN p.id, date_part('month', p.birthday) AS m, "
+        "date_part('day', p.birthday) AS d, to_epoch_ms(p.seen) AS ms"
+    )
+    assert sorted(tuple(r.values()) for r in got.to_pylist()) == [
+        (1, 5, 21, 60_000),
+        (2, 12, 3, 946_684_800_000),
+    ]
diff --git a/python/python/tests/test_engine_expressions.py b/python/python/tests/test_engine_expressions.py
new file mode 100644
index 0000000..513020c
--- /dev/null
+++ b/python/python/tests/test_engine_expressions.py
@@ -0,0 +1,68 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Arithmetic, CASE and coalesce() in RETURN, WHERE and aggregates.
+
+Uses the graph from ``test_engine_csr.py``: people 1-6 aged 20, 30, ..., 70 and named
+a-f, with valid edges 1->2 (twice), 1->3, 2->3, 3->3 and 5->1.
+"""
+
+import pyarrow as pa
+import pytest
+from lance_csr import CypherEngine
+from test_engine_csr import CONFIG, KNOWS, PEOPLE
+
+CASES = [
+    # `*` `/` `%` bind tighter than `+` `-`; parentheses group.
+    (
+        "MATCH (a:Person) WHERE a.id < 4 "
+        "RETURN a.id, a.id * 10 + 1 AS x, (a.id + 1) * 2 AS y, a.age % 7 AS m",
+        [(1, 11, 4, 6), (2, 21, 6, 2), (3, 31, 8, 5)],
+    ),
+    (
+        "MATCH (a:Person) WHERE a.age - 10 > 30 AND a.id * 2 <> 10 RETURN a.id",
+        [(4,), (6,)],
+    ),
+    # Searched CASE: first matching WHEN wins.
+    (
+        "MATCH (a:Person) WHERE a.id < 4 RETURN a.id, "
+        "CASE WHEN a.age > 25 THEN 'old' WHEN a.age > 15 THEN 'mid' ELSE 'young' END",
+        [(1, "mid"), (2, "old"), (3, "old")],
+    ),
+    # Simple CASE, no ELSE: unmatched is null.
+    (
+        "MATCH (a:Person) WHERE a.id < 4 "
+        "RETURN a.id, CASE a.id WHEN 1 THEN 'one' WHEN 2 THEN 'two' END AS c",
+        [(1, "one"), (2, "two"), (3, None)],
+    ),
+    # CASE inside an aggregate (LDBC IC3/IC4 shape).
+    (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) "
+        "RETURN a.id, sum(CASE WHEN b.age >= 40 THEN 1 ELSE 0 END) AS old",
+        [(1, 1), (2, 1), (3, 1), (5, 0)],
+    ),
+]
+
+
+def rows(table):
+    return sorted(
+        (tuple(r.values()) for r in table.to_pylist()),
+        key=lambda t: [(v is None, v) for v in t],
+    )
+
+
+@pytest.mark.parametrize(("query", "expected"), CASES)
+def test_expression(query, expected):
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS})
+    assert rows(engine.execute(query)) == expected
+
+
+def test_coalesce_takes_the_first_non_null():
+    people = pa.table(
+        {"id": [1, 2, 3], "name": ["a", None, None], "nick": [None, "bee", None]}
+    )
+    engine = CypherEngine(CONFIG, {"Person": people, "KNOWS": KNOWS})
+    got = engine.execute(
+        "MATCH (a:Person) RETURN a.id, coalesce(a.name, a.nick, 'none') AS n"
+    )
+    assert rows(got) == [(1, "a"), (2, "bee"), (3, "none")]
diff --git a/python/python/tests/test_engine_lance.py b/python/python/tests/test_engine_lance.py
new file mode 100644
index 0000000..fd2605a
--- /dev/null
+++ b/python/python/tests/test_engine_lance.py
@@ -0,0 +1,301 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""CypherEngine over on-disk Lance datasets: snapshots, refresh and streaming.
+
+The engine pins the dataset version it was given; writes become visible only
+after ``refresh()``. Expected values are computed independently of the engine.
+"""
+
+import re
+import shutil
+import threading
+
+import lance
+import pyarrow as pa
+import pyarrow.compute as pc
+import pytest
+from lance_csr import CypherEngine, CypherQuery, GraphConfig
+
+# Past the 10,000-row cap the old conversion fallback silently applied.
+N = 12_000
+
+CONFIG = (
+    GraphConfig.builder()
+    .with_node_label("Person", "id")
+    .with_relationship("KNOWS", "src", "dst")
+    .build()
+)
+
+
+def people(start, stop):
+    ids = list(range(start, stop))
+    return pa.table({"id": ids, "name": [f"p{i}" for i in ids]})
+
+
+@pytest.fixture
+def graph(tmp_path):
+    # Several fragments so scans produce multiple batches.
+    person = lance.write_dataset(
+        people(0, N), tmp_path / "person.lance", max_rows_per_file=4_000
+    )
+    knows = lance.write_dataset(
+        pa.table({"src": list(range(N - 1)), "dst": list(range(1, N))}),
+        tmp_path / "knows.lance",
+    )
+    return tmp_path, person, knows
+
+
+def count_people(engine):
+    return engine.execute("MATCH (p:Person) RETURN p.id").num_rows
+
+
+def test_cypher_query_reads_lance_rows_beyond_10k(graph):
+    # Regression: the one-shot path used to stop at 10,000 rows.
+    _, person, knows = graph
+    query = CypherQuery("MATCH (p:Person) RETURN p.id").with_config(CONFIG)
+    out = query.execute({"Person": person, "KNOWS": knows})
+    assert out.num_rows == N
+    assert pc.sum(out.column(0)).as_py() == sum(range(N))
+
+
+def test_empty_arrow_table_input():
+    empty = pa.table(
+        {"id": pa.array([], pa.int64()), "name": pa.array([], pa.string())}
+    )
+    out = (
+        CypherQuery("MATCH (p:Person) RETURN p.name")
+        .with_config(CONFIG)
+        .execute({"Person": empty})
+    )
+    assert out.num_rows == 0
+
+
+def test_engine_reads_all_rows_and_traverses(graph):
+    _, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+
+    out = engine.execute("MATCH (p:Person) RETURN p.id")
+    assert out.num_rows == N
+    assert pc.sum(out.column(0)).as_py() == sum(range(N))
+
+    hop = engine.execute(
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WHERE a.id = 11998 RETURN b.name"
+    )
+    assert hop.column(0).to_pylist() == ["p11999"]
+
+
+def test_engine_mixes_lance_and_arrow_inputs(graph):
+    _, person, _ = graph
+    knows = pa.table({"src": [0, 1], "dst": [1, 2]})
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    out = engine.execute("MATCH (a:Person)-[:KNOWS]->(b:Person) RETURN b.id")
+    assert sorted(out.column(0).to_pylist()) == [1, 2]
+    assert engine.dataset_versions() == {"Person": 1}
+
+
+def test_engine_empty_lance_dataset(tmp_path):
+    empty = lance.write_dataset(
+        pa.table({"id": pa.array([], pa.int64())}), tmp_path / "empty.lance"
+    )
+    engine = CypherEngine(CONFIG, {"Person": empty})
+    assert count_people(engine) == 0
+
+
+def test_snapshot_until_refresh_after_append(graph):
+    path, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+
+    lance.write_dataset(people(N, N + 5), path / "person.lance", mode="append")
+    assert count_people(engine) == N
+
+    engine.refresh()
+    assert count_people(engine) == N + 5
+    assert engine.dataset_versions()["Person"] == 2
+
+
+def test_refresh_without_changes_keeps_results(graph):
+    _, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    before = engine.execute("MATCH (p:Person) WHERE p.id < 3 RETURN p.name")
+    engine.refresh()
+    after = engine.execute("MATCH (p:Person) WHERE p.id < 3 RETURN p.name")
+    assert before.equals(after)
+    assert engine.dataset_versions() == {"Person": 1, "KNOWS": 1}
+
+
+def test_refresh_sees_overwrite_with_added_and_retyped_columns(graph):
+    path, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    with pytest.raises(Exception):
+        engine.execute("MATCH (p:Person) RETURN p.age")
+
+    replacement = pa.table(
+        {"id": [1, 2], "name": [10, 20], "age": [30, 40]}  # name retyped to int
+    )
+    lance.write_dataset(replacement, path / "person.lance", mode="overwrite")
+    assert count_people(engine) == N  # still pinned
+
+    engine.refresh()
+    out = engine.execute("MATCH (p:Person) RETURN p.name, p.age")
+    assert out.column(0).type == pa.int64()
+    assert sorted(out.column(1).to_pylist()) == [30, 40]
+
+
+def test_refresh_sees_table_replaced_at_same_location(graph):
+    path, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+
+    # Delete and recreate: the new dataset is version 1 again, like the old one.
+    shutil.rmtree(path / "person.lance")
+    lance.write_dataset(people(0, 3), path / "person.lance")
+    engine.refresh()
+    assert count_people(engine) == 3
+
+
+def test_failed_refresh_keeps_previous_snapshot(graph):
+    path, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+
+    # Dropping the configured id column must not be accepted.
+    lance.write_dataset(
+        pa.table({"name": ["x"]}), path / "person.lance", mode="overwrite"
+    )
+    with pytest.raises(ValueError, match="id"):
+        engine.refresh()
+    assert count_people(engine) == N
+    assert engine.dataset_versions()["Person"] == 1
+
+
+def test_constructor_rejects_missing_id_column(tmp_path):
+    bad = lance.write_dataset(pa.table({"name": ["x"]}), tmp_path / "bad.lance")
+    with pytest.raises(ValueError, match="id"):
+        CypherEngine(CONFIG, {"Person": bad})
+
+
+def test_historical_version_is_pinned_and_engines_independent(graph):
+    path, person, knows = graph
+    lance.write_dataset(people(N, N + 5), path / "person.lance", mode="append")
+
+    old = CypherEngine(
+        CONFIG, {"Person": lance.dataset(path / "person.lance", version=1)}
+    )
+    new = CypherEngine(CONFIG, {"Person": lance.dataset(path / "person.lance")})
+    assert count_people(old) == N
+    assert count_people(new) == N + 5
+
+    # refresh() moves a historical snapshot to the latest version.
+    old.refresh()
+    assert count_people(old) == N + 5
+
+
+def test_lance_dataset_subclass_is_read_lazily(graph):
+    path, person, knows = graph
+
+    class Wrapped(lance.LanceDataset):
+        pass
+
+    person.__class__ = Wrapped
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    # Treated as Lance (pinned, refreshable), not materialized as Arrow.
+    assert engine.dataset_versions()["Person"] == 1
+    lance.write_dataset(people(N, N + 1), path / "person.lance", mode="append")
+    engine.refresh()
+    assert count_people(engine) == N + 1
+
+
+def test_concurrent_execute_and_refresh(graph):
+    path, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    allowed = {N + 5 * i for i in range(6)}
+    seen, errors = [], []
+
+    def reader():
+        try:
+            seen.extend(count_people(engine) for _ in range(20))
+        except Exception as e:  # noqa: BLE001
+            errors.append(e)
+
+    threads = [threading.Thread(target=reader) for _ in range(4)]
+    for t in threads:
+        t.start()
+    for i in range(1, 6):
+        lance.write_dataset(
+            people(N + 5 * (i - 1), N + 5 * i), path / "person.lance", mode="append"
+        )
+        engine.refresh()
+    for t in threads:
+        t.join()
+
+    assert not errors
+    assert set(seen) <= allowed
+    assert count_people(engine) == N + 25
+
+
+def test_execute_batches_streams_all_rows(graph):
+    _, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    reader = engine.execute_batches("MATCH (p:Person) RETURN p.id")
+    assert isinstance(reader, pa.RecordBatchReader)
+    total, checksum, batches = 0, 0, 0
+    for batch in reader:
+        batches += 1
+        total += batch.num_rows
+        checksum += pc.sum(batch.column(0)).as_py() or 0
+    assert (total, checksum) == (N, sum(range(N)))
+    assert batches > 1
+
+
+def test_execute_batches_partial_consumption(graph):
+    _, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    reader = engine.execute_batches("MATCH (p:Person) RETURN p.id")
+    assert reader.read_next_batch().num_rows > 0
+    del reader  # dropping a half-read stream must not affect the engine
+    assert count_people(engine) == N
+
+
+def test_execute_batches_reports_planning_errors(graph):
+    _, person, knows = graph
+    engine = CypherEngine(CONFIG, {"Person": person, "KNOWS": knows})
+    with pytest.raises(Exception):
+        engine.execute_batches("MATCH (p:Unknown) RETURN p.id")
+
+
+def test_projection_and_filter_pushed_into_lance_scan(tmp_path):
+    wide = pa.table(
+        {
+            "id": list(range(100)),
+            "payload": [b"x" * 1_000] * 100,
+            "age": list(range(100)),
+        }
+    )
+    ds = lance.write_dataset(wide, tmp_path / "wide.lance")
+    engine = CypherEngine(CONFIG, {"Person": ds})
+    plan = engine.explain("MATCH (p:Person) WHERE p.age > 90 RETURN p.id")
+    scan = next(
+        line for line in plan.splitlines() if "LanceRead" in line or "LanceScan" in line
+    )
+    assert "payload" not in scan
+    out = engine.execute("MATCH (p:Person) WHERE p.age > 90 RETURN p.id")
+    assert sorted(out.column(0).to_pylist()) == list(range(91, 100))
+
+
+def test_in_memory_tables_are_split_across_partitions():
+    # One large batch would put all work on one thread for non-repartitioning
+    # operators; the engine slices it (zero-copy) into several partitions.
+    n = 50_000
+    people = pa.table({"id": list(range(n)), "name": [f"p{i}" for i in range(n)]})
+    engine = CypherEngine(CONFIG, {"Person": people})
+    plan = engine.explain("MATCH (p:Person) RETURN p.id")
+    sizes = re.search(r"DataSourceExec: partitions=(\d+)", plan)
+    assert sizes and int(sizes.group(1)) > 1
+    out = engine.execute("MATCH (p:Person) RETURN p.id")
+    assert out.num_rows == n and pc.sum(out.column(0)).as_py() == sum(range(n))
+    empty = people.slice(0, 0)
+    assert (
+        CypherEngine(CONFIG, {"Person": empty})
+        .execute("MATCH (p:Person) RETURN p.id")
+        .num_rows
+        == 0
+    )
diff --git a/python/python/tests/test_engine_optional.py b/python/python/tests/test_engine_optional.py
new file mode 100644
index 0000000..2002047
--- /dev/null
+++ b/python/python/tests/test_engine_optional.py
@@ -0,0 +1,124 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""OPTIONAL MATCH, and a WHERE between two reading clauses.
+
+Uses the graph from ``test_engine_csr.py``: people 1-6 aged 20-70, with valid edges
+1->2 (twice), 1->3, 2->3, 3->3 and 5->1. Expected answers are written out by hand.
+"""
+
+import pyarrow as pa
+import pytest
+from lance_csr import CypherEngine, GraphConfig
+from test_engine_csr import CONFIG, KNOWS, PEOPLE
+
+N = None
+CASES = [
+    # People without a match keep their row, with nulls.
+    (
+        "MATCH (a:Person) OPTIONAL MATCH (a)-[:KNOWS]->(b:Person) RETURN a.id, b.id",
+        [(1, 2), (1, 2), (1, 3), (2, 3), (3, 3), (4, N), (5, 1), (6, N)],
+    ),
+    # The WHERE filters inside the optional part: a=5 keeps its row, with a null.
+    (
+        "MATCH (a:Person) OPTIONAL MATCH (a)-[:KNOWS]->(b:Person) WHERE b.age > 30 "
+        "RETURN a.id, b.id",
+        [(1, 3), (2, 3), (3, 3), (4, N), (5, N), (6, N)],
+    ),
+    (
+        "MATCH (a:Person) OPTIONAL MATCH (a)-[:KNOWS]->(b:Person) "
+        "RETURN a.id, count(b.id) AS n",
+        [(1, 3), (2, 1), (3, 1), (4, 0), (5, 1), (6, 0)],
+    ),
+    # A WHERE between MATCH and OPTIONAL MATCH filters the MATCH.
+    (
+        "MATCH (a:Person) WHERE a.id < 3 OPTIONAL MATCH (a)<-[:KNOWS]-(c:Person) "
+        "RETURN a.id, c.id",
+        [(1, 5), (2, 1), (2, 1)],
+    ),
+    (
+        "MATCH (a:Person) WHERE a.id > 4 "
+        "OPTIONAL MATCH (a)-[:KNOWS]->(b:Person)-[:KNOWS]->(c:Person) "
+        "RETURN a.id, c.id",
+        [(5, 2), (5, 2), (5, 3), (6, N)],
+    ),
+    (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WITH DISTINCT b "
+        "OPTIONAL MATCH (b)-[:KNOWS]->(c:Person {id: 1}) RETURN b.id, c.id",
+        [(1, N), (2, N), (3, N)],
+    ),
+]
+
+
+def rows(table):
+    return sorted(
+        (tuple(r.values()) for r in table.to_pylist()),
+        key=lambda t: [(v is None, v) for v in t],
+    )
+
+
+@pytest.mark.parametrize("use_csr", [False, True])
+@pytest.mark.parametrize(("query", "expected"), CASES)
+def test_optional_match(use_csr, query, expected):
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS}, use_csr=use_csr)
+    got = engine.execute(query)
+    assert rows(got) == sorted(expected, key=lambda t: [(v is None, v) for v in t])
+
+
+def test_optional_side_expands_on_csr_and_left_joins():
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS}, use_csr=True)
+    plan = engine.explain(
+        "MATCH (a:Person) OPTIONAL MATCH (a)-[:KNOWS]->(b:Person) RETURN a.id, b.id"
+    )
+    physical = plan[plan.index("physical_plan") :]
+    assert "CsrExpandExec" in physical and "join_type=Left" in physical
+
+
+def test_optional_match_needs_a_bound_variable():
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS})
+    with pytest.raises(Exception, match="OPTIONAL MATCH"):
+        engine.execute("MATCH (a:Person) OPTIONAL MATCH (x:Person) RETURN a.id, x.id")
+
+
+def test_continued_path_expands_from_the_cheaper_bound_end():
+    # People create 4 posts each, forums hold 1: the optional path, written from
+    # `friend`, should expand from `forum` and check the creator at the end.
+    config = (
+        GraphConfig.builder()
+        .with_node_label("Person", "id")
+        .with_node_label("Post", "id")
+        .with_node_label("Forum", "id")
+        .with_relationship("postHasCreator", "src", "dst")
+        .with_relationship("containerOf", "src", "dst")
+        .build()
+    )
+    i64 = pa.int64()
+    datasets = {
+        "Person": pa.table({"id": pa.array([1, 2], i64)}),
+        "Post": pa.table({"id": pa.array(range(100, 108), i64)}),
+        "Forum": pa.table({"id": pa.array([10, 11], i64)}),
+        "postHasCreator": pa.table(
+            {
+                "src": pa.array(range(100, 108), i64),
+                "dst": pa.array([1] * 4 + [2] * 4, i64),
+            }
+        ),
+        "containerOf": pa.table(
+            {"src": pa.array([10, 11], i64), "dst": pa.array([100, 106], i64)}
+        ),
+    }
+    query = (
+        "MATCH (friend:Person), (forum:Forum) WITH friend, forum "
+        "OPTIONAL MATCH (friend)<-[:postHasCreator]-(post:Post)"
+        "<-[:containerOf]-(forum) RETURN friend.id, forum.id, count(post.id) AS n"
+    )
+    for use_csr in (False, True):
+        engine = CypherEngine(config, datasets, use_csr=use_csr)
+        assert rows(engine.execute(query)) == [
+            (1, 10, 1),
+            (1, 11, 0),
+            (2, 10, 0),
+            (2, 11, 1),
+        ]
+    plan = engine.explain(query)
+    assert "key=forum__id" in plan[plan.index("physical_plan") :]
diff --git a/python/python/tests/test_engine_paths.py b/python/python/tests/test_engine_paths.py
new file mode 100644
index 0000000..1206e40
--- /dev/null
+++ b/python/python/tests/test_engine_paths.py
@@ -0,0 +1,97 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""shortestPath / allShortestPaths, path functions, and list values.
+
+Uses the graph from ``test_engine_csr.py``: people 1-6 named a-f, with valid edges 1->2
+(twice), 1->3, 2->3, 3->3 and 5->1; 4->99 points at a missing person.
+"""
+
+import pyarrow as pa
+import pytest
+from lance_csr import CypherEngine
+from test_engine_csr import CONFIG, KNOWS, PEOPLE
+
+CASES = [
+    # Directed: 5->1->3 (2 hops) beats 5->1->2->3.
+    (
+        "MATCH (a:Person {id: 5}), (b:Person {id: 3}) "
+        "MATCH p = shortestPath((a)-[:KNOWS*1..5]->(b)) RETURN length(p), nodes(p)",
+        [(2, [5, 1, 3])],
+    ),
+    # Undirected, every shortest path: the duplicate 1->2 edge gives two paths 2-1-5,
+    # as Cypher returns one path per distinct sequence of relationships.
+    (
+        "MATCH (a:Person {id: 2}), (b:Person {id: 5}) "
+        "MATCH p = allShortestPaths((a)-[:KNOWS*1..5]-(b)) RETURN length(p), nodes(p)",
+        [(2, [2, 1, 5]), (2, [2, 1, 5])],
+    ),
+    # No path: MATCH drops the row, OPTIONAL MATCH keeps it with a null path.
+    (
+        "MATCH (a:Person {id: 1}), (b:Person {id: 6}) "
+        "MATCH p = shortestPath((a)-[:KNOWS*1..5]-(b)) RETURN length(p)",
+        [],
+    ),
+    (
+        "MATCH (a:Person {id: 1}), (b:Person {id: 6}) "
+        "OPTIONAL MATCH p = shortestPath((a)-[:KNOWS*1..5]-(b)) "
+        "RETURN coalesce(length(p), -1) AS l",
+        [(-1,)],
+    ),
+    # The hop limit applies: 5 reaches 3 only in 2 hops.
+    (
+        "MATCH (a:Person {id: 5}), (b:Person {id: 3}) "
+        "MATCH p = shortestPath((a)-[:KNOWS*1..1]->(b)) RETURN length(p)",
+        [],
+    ),
+    # Lists: range (inclusive), size, indexing (0-based), list literals, toString.
+    (
+        "MATCH (a:Person {id: 5}), (b:Person {id: 3}) "
+        "MATCH p = shortestPath((a)-[:KNOWS*1..5]->(b)) WITH nodes(p) AS ns "
+        "UNWIND range(0, size(ns) - 2) AS i "
+        "RETURN i, ns[i] AS x, ns[i + 1] AS y, [toString(ns[i]), 'to'] AS label",
+        [(0, 5, 1, ["5", "to"]), (1, 1, 3, ["1", "to"])],
+    ),
+]
+
+
+@pytest.mark.parametrize("use_csr", [False, True])
+@pytest.mark.parametrize(("query", "expected"), CASES)
+def test_paths(use_csr, query, expected):
+    # Without the CSR, the search builds its adjacency from a scan of the relationship.
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS}, use_csr=use_csr)
+    assert (
+        sorted(tuple(r.values()) for r in engine.execute(query).to_pylist()) == expected
+    )
+
+
+def test_collect_skips_nulls():
+    people = pa.table({"id": [1, 2, 3], "nick": ["x", None, None], "team": [1, 1, 2]})
+    config = CONFIG
+    engine = CypherEngine(config, {"Person": people, "KNOWS": KNOWS})
+    got = engine.execute(
+        "MATCH (a:Person) RETURN a.team AS team, coalesce(collect(a.nick), []) AS nicks"
+    )
+    assert sorted((r["team"], r["nicks"]) for r in got.to_pylist()) == [
+        (1, ["x"]),
+        (2, []),
+    ]
+
+
+def test_search_without_csr_reads_every_edge_partition():
+    # A 20,000-edge chain splits into several in-memory partitions; the hops searched
+    # here live only in the last one. Reading just the first partition found no path.
+    n = 20_000
+    people = pa.table({"id": pa.array(range(n + 1), pa.int64())})
+    knows = pa.table(
+        {
+            "src": pa.array(range(n), pa.int64()),
+            "dst": pa.array(range(1, n + 1), pa.int64()),
+        }
+    )
+    engine = CypherEngine(CONFIG, {"Person": people, "KNOWS": knows})
+    got = engine.execute(
+        f"MATCH (a:Person {{id: {n - 10}}}), (b:Person {{id: {n - 5}}}) "
+        "MATCH p = shortestPath((a)-[:KNOWS*1..30]->(b)) RETURN length(p) AS l"
+    )
+    assert got.to_pylist() == [{"l": 5}]
diff --git a/python/python/tests/test_engine_with.py b/python/python/tests/test_engine_with.py
new file mode 100644
index 0000000..46fcfc4
--- /dev/null
+++ b/python/python/tests/test_engine_with.py
@@ -0,0 +1,95 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The Lance Authors
+
+"""Chains of WITH clauses, WITH DISTINCT, and whole nodes carried through WITH.
+
+Uses the graph from ``test_engine_csr.py``. Its valid edges are 1->2 (twice), 1->3,
+2->3, 3->3 and 5->1. Expected answers are written out by hand.
+"""
+
+import pytest
+from lance_csr import CypherEngine
+from test_engine_csr import CONFIG, KNOWS, PEOPLE
+
+CASES = [
+    # Group per node, then filter the groups in a second WITH.
+    (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WITH b, count(*) AS n "
+        "WITH b, n WHERE n > 1 RETURN b.id, n",
+        [(2, 2), (3, 3)],
+    ),
+    # A whole node through WITH, then matched on again.
+    (
+        "MATCH (a:Person {id: 1})-[:KNOWS]->(b:Person) WITH b "
+        "MATCH (b)-[:KNOWS]->(c:Person) RETURN b.id, c.id",
+        [(2, 3), (2, 3), (3, 3)],
+    ),
+    # WITH DISTINCT removes the duplicate paths to b before expanding again.
+    (
+        "MATCH (a:Person {id: 1})-[:KNOWS*1..2]->(b:Person) WITH DISTINCT b "
+        "MATCH (b)-[:KNOWS]->(c:Person) RETURN b.id, c.id",
+        [(2, 3), (3, 3)],
+    ),
+    (
+        "MATCH (a:Person {id: 1})-[:KNOWS]->(b:Person) WITH DISTINCT b "
+        "MATCH (b)-[:KNOWS]->(c:Person) WITH c, count(*) AS n RETURN c.id, n",
+        [(3, 2)],
+    ),
+    (
+        "MATCH (a:Person) WITH a WHERE a.age > 20 WITH a.id AS id "
+        "WITH id WHERE id < 5 RETURN id",
+        [(2,), (3,), (4,)],
+    ),
+    # WHERE right after WITH filters before the next MATCH.
+    (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WITH DISTINCT b WHERE b.age > 30 "
+        "MATCH (b)-[:KNOWS]->(c:Person) RETURN b.id, c.id",
+        [(3, 3)],
+    ),
+    # WITH drops `a`; the second MATCH binds a new `a` (all edges into 1, 2 or 3).
+    (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WITH DISTINCT b "
+        "MATCH (a:Person)-[:KNOWS]->(b) RETURN a.id, b.id",
+        [(1, 2), (1, 2), (1, 3), (2, 3), (3, 3), (5, 1)],
+    ),
+    # A camelCase scalar carried through a second WITH stays reachable.
+    (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WITH a, count(b) AS bCount "
+        "WITH a, bCount RETURN a.id, bCount",
+        [(1, 3), (2, 1), (3, 1), (5, 1)],
+    ),
+    # Renaming a node keeps its properties reachable under the new name.
+    (
+        "MATCH (a:Person {id: 1})-[:KNOWS]->(b:Person) WITH b AS x RETURN x.name",
+        [("b",), ("b",), ("c",)],
+    ),
+    # An unaliased property stays addressable as `b.name` after WITH.
+    (
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) WITH b.name, a.id AS aid "
+        "WHERE aid = 1 RETURN b.name, aid",
+        [("b", 1), ("b", 1), ("c", 1)],
+    ),
+]
+
+
+@pytest.mark.parametrize("use_csr", [False, True])
+@pytest.mark.parametrize(("query", "expected"), CASES)
+def test_with_chain(use_csr, query, expected):
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS}, use_csr=use_csr)
+    got = sorted(tuple(r.values()) for r in engine.execute(query).to_pylist())
+    assert got == sorted(expected)
+
+
+def test_camel_case_aggregate_alias_can_be_ordered_by():
+    # Failed to plan before ("No field named edgecount"): aggregate aliases were kept as
+    # written while the follow-up projection looked them up lowercased.
+    engine = CypherEngine(CONFIG, {"Person": PEOPLE, "KNOWS": KNOWS})
+    got = engine.execute(
+        "MATCH (a:Person)-[:KNOWS]->(b:Person) "
+        "RETURN b.id AS id, count(*) AS edgeCount ORDER BY edgeCount DESC"
+    )
+    assert got.to_pylist() == [
+        {"id": 3, "edgecount": 3},
+        {"id": 2, "edgecount": 2},
+        {"id": 1, "edgecount": 1},
+    ]
diff --git a/python/python/tests/test_explain.py b/python/python/tests/test_explain.py
index a0e40a6..20032c1 100644
--- a/python/python/tests/test_explain.py
+++ b/python/python/tests/test_explain.py
@@ -2,7 +2,7 @@
 
 import pyarrow as pa
 import pytest
-from lance_graph import CypherQuery, GraphConfig
+from lance_csr import CypherQuery, GraphConfig
 
 
 @pytest.fixture
diff --git a/python/python/tests/test_extraction.py b/python/python/tests/test_extraction.py
deleted file mode 100644
index 3b8a79f..0000000
--- a/python/python/tests/test_extraction.py
+++ /dev/null
@@ -1,64 +0,0 @@
-import json
-
-import pytest
-from knowledge_graph.extraction import preview_extraction
-from knowledge_graph.extractors import HeuristicExtractor, LLMExtractor
-
-
-@pytest.mark.parametrize(
-    "text",
-    [
-        "Alice collaborates with Bob on GraphAI",
-        "Carol joined DataCorp alongside David",
-    ],
-)
-def test_heuristic_extractor_identifies_title_case_entities(text):
-    extractor = HeuristicExtractor()
-    entities = extractor.extract_entities(text)
-    names = {entity.name for entity in entities}
-    assert any(name in names for name in {"Alice", "Bob", "Carol", "David"})
-
-
-def test_preview_extraction_returns_entities_and_relationships():
-    result = preview_extraction("Alice works with Bob", strategy="heuristic")
-    assert result.entities
-    assert isinstance(result.entities[0].name, str)
-    assert isinstance(result.relationships, list)
-
-
-def test_llm_extractor_can_be_injected_with_callable():
-    entities_payload = json.dumps(
-        [
-            {
-                "name": "Alice",
-                "type": "PERSON",
-                "description": "Engineer",
-                "confidence": 0.9,
-            }
-        ]
-    )
-    relationships_payload = json.dumps(
-        [
-            {
-                "source_entity_name": "Alice",
-                "target_entity_name": "Bob",
-                "type": "WORKS_WITH",
-                "description": "Alice works with Bob",
-                "confidence": 0.8,
-            }
-        ]
-    )
-
-    def fake_send(prompt: str) -> str:
-        if "source_entity_name" in prompt:
-            return relationships_payload
-        return entities_payload
-
-    extractor = LLMExtractor(send_callable=fake_send)
-    result = preview_extraction(
-        "Alice works with Bob",
-        extractor=extractor,
-    )
-    assert len(result.entities) == 1
-    assert result.entities[0].name == "Alice"
-    assert result.relationships[0].relationship_type == "WORKS_WITH"
diff --git a/python/python/tests/test_graph.py b/python/python/tests/test_graph.py
index bb1143f..deab745 100644
--- a/python/python/tests/test_graph.py
+++ b/python/python/tests/test_graph.py
@@ -3,7 +3,7 @@
 
 import pyarrow as pa
 import pytest
-from lance_graph import CypherQuery, DirNamespace, GraphConfig
+from lance_csr import CypherQuery, DirNamespace, GraphConfig
 
 
 @pytest.fixture
@@ -174,7 +174,11 @@ def test_variable_length_path(graph_env):
     )
     data = result.to_pydict()
     got = set(zip(data["p1"], data["p2"]))
-    assert got == {(1, 2), (1, 3), (2, 4), (3, 4), (1, 4)}
+    # Undirected: every edge from both ends, and 2-hop paths that don't reuse an edge
+    # (so no (x, x) pairs). Upstream expected only the outgoing pairs.
+    edges = {(1, 2), (1, 3), (2, 4), (3, 4)}
+    two_hop = {(1, 4), (2, 3)}
+    assert got == {p for a, b in edges | two_hop for p in [(a, b), (b, a)]}
 
 
 def test_distinct_clause(graph_env):
diff --git a/python/python/tests/test_knowledge_graph_config.py b/python/python/tests/test_knowledge_graph_config.py
deleted file mode 100644
index ff36cd7..0000000
--- a/python/python/tests/test_knowledge_graph_config.py
+++ /dev/null
@@ -1,110 +0,0 @@
-from pathlib import Path
-from unittest.mock import MagicMock, patch
-
-import pyarrow as pa
-import pytest
-from knowledge_graph.config import KnowledgeGraphConfig, build_graph_config_from_mapping
-from lance_graph import CypherQuery
-
-
-def test_build_graph_config_from_mapping_supports_simple_nodes():
-    mapping = {"nodes": {"Person": "person_id"}}
-    config = build_graph_config_from_mapping(mapping)
-
-    table = pa.table(
-        {
-            "person_id": [1, 2],
-            "name": ["Alice", "Bob"],
-        }
-    )
-
-    data = (
-        CypherQuery("MATCH (p:Person) RETURN p.person_id AS id")
-        .with_config(config)
-        .execute({"Person": table})
-        .to_pydict()
-    )
-    assert data["id"] == [1, 2]
-
-
-def test_build_graph_config_from_mapping_requires_id_field():
-    with pytest.raises(ValueError):
-        build_graph_config_from_mapping({"nodes": {"Person": {}}})
-
-
-class TestKnowledgeGraphConfigPathSupport:
-    def test_from_root_with_path(self, tmp_path):
-        """Test from_root with a Path object."""
-        config = KnowledgeGraphConfig.from_root(tmp_path)
-        assert isinstance(config.storage_path, Path)
-        assert config.storage_path == tmp_path
-        assert config.resolved_schema_path() == tmp_path / "graph.yaml"
-
-    def test_from_root_with_local_string(self):
-        """Test from_root with a local path string."""
-        path_str = "/tmp/graph"
-        config = KnowledgeGraphConfig.from_root(path_str)
-        assert isinstance(config.storage_path, Path)
-        assert str(config.storage_path) == path_str
-        assert config.resolved_schema_path() == Path(path_str) / "graph.yaml"
-
-    def test_from_root_with_s3_uri(self):
-        """Test from_root with an S3 URI string."""
-        uri = "s3://bucket/graph"
-        config = KnowledgeGraphConfig.from_root(uri)
-        assert isinstance(config.storage_path, str)
-        assert config.storage_path == uri
-        assert config.resolved_schema_path() == "s3://bucket/graph/graph.yaml"
-
-    def test_ensure_directories_s3_noop(self):
-        """Test ensure_directories is a no-op for S3 URIs."""
-        uri = "s3://bucket/graph"
-        config = KnowledgeGraphConfig.from_root(uri)
-        # Should not raise exception or try to make directories
-        config.ensure_directories()
-
-    def test_resolved_schema_path_logic(self, tmp_path):
-        """Test resolved_schema_path logic for mixed types."""
-        # Case 1: Path object
-        config = KnowledgeGraphConfig(storage_path=tmp_path)
-        assert config.resolved_schema_path() == tmp_path / "graph.yaml"
-
-        # Case 2: String local path
-        config = KnowledgeGraphConfig(storage_path=str(tmp_path))
-        assert config.resolved_schema_path() == tmp_path / "graph.yaml"
-
-        # Case 3: S3 URI
-        config = KnowledgeGraphConfig(storage_path="s3://bucket/prefix")
-        assert config.resolved_schema_path() == "s3://bucket/prefix/graph.yaml"
-
-        # Case 4: Explicit schema path
-        explicit = tmp_path / "custom.yaml"
-        config = KnowledgeGraphConfig(storage_path=tmp_path, schema_path=explicit)
-        assert config.resolved_schema_path() == explicit
-
-    @patch("knowledge_graph.config.pyarrow")
-    def test_load_schema_payload_s3(self, mock_pyarrow):
-        """Test loading schema from S3 URI."""
-        uri = "s3://bucket/graph"
-        config = KnowledgeGraphConfig.from_root(uri)
-
-        # Mock filesystem
-        mock_fs = MagicMock()
-        mock_pyarrow.fs.FileSystem.from_uri.return_value = (
-            mock_fs,
-            "bucket/graph/graph.yaml",
-        )
-
-        # Mock file content
-        mock_input_stream = MagicMock()
-        mock_input_stream.__enter__.return_value = mock_input_stream
-        mock_input_stream.read.return_value = b"nodes:\n  Person: id"
-        mock_fs.open_input_stream.return_value = mock_input_stream
-
-        payload = config._load_schema_payload()
-
-        assert payload == {"nodes": {"Person": "id"}}
-        mock_pyarrow.fs.FileSystem.from_uri.assert_called_with(
-            "s3://bucket/graph/graph.yaml"
-        )
-        mock_fs.open_input_stream.assert_called_with("bucket/graph/graph.yaml")
diff --git a/python/python/tests/test_scalar_functions.py b/python/python/tests/test_scalar_functions.py
index 8d3a089..e3e878a 100644
--- a/python/python/tests/test_scalar_functions.py
+++ b/python/python/tests/test_scalar_functions.py
@@ -3,7 +3,7 @@
 
 import pyarrow as pa
 import pytest
-from lance_graph import CypherQuery, GraphConfig
+from lance_csr import CypherQuery, GraphConfig
 
 
 def test_unimplemented_scalar_function_errors() -> None:
diff --git a/python/python/tests/test_sql.py b/python/python/tests/test_sql.py
index e9d1b53..706b900 100644
--- a/python/python/tests/test_sql.py
+++ b/python/python/tests/test_sql.py
@@ -3,7 +3,7 @@
 
 import pyarrow as pa
 import pytest
-from lance_graph import SqlEngine, SqlQuery
+from lance_csr import SqlEngine, SqlQuery
 
 
 @pytest.fixture
diff --git a/python/python/tests/test_store.py b/python/python/tests/test_store.py
deleted file mode 100644
index edda419..0000000
--- a/python/python/tests/test_store.py
+++ /dev/null
@@ -1,428 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-# SPDX-FileCopyrightText: Copyright The Lance Authors
-
-"""Unit tests for LanceGraphStore."""
-
-from unittest.mock import Mock, patch
-
-import lance
-import pyarrow as pa
-import pytest
-from knowledge_graph.config import KnowledgeGraphConfig
-from knowledge_graph.store import LanceGraphStore
-
-
-@pytest.fixture
-def config(tmp_path):
-    """Create a test configuration with temporary storage path."""
-    return KnowledgeGraphConfig(
-        storage_path=tmp_path / "test_storage",
-        schema_path=tmp_path / "graph.yaml",
-    )
-
-
-@pytest.fixture
-def store(config):
-    """Create a LanceGraphStore instance."""
-    return LanceGraphStore(config)
-
-
-class TestLanceModuleImport:
-    """Tests for Lance module import and validation."""
-
-    def test_get_lance_raises_import_error_when_module_not_found(self, store):
-        """Test that missing lance module raises ImportError with helpful message."""
-        with patch("knowledge_graph.store.import_module") as mock_import:
-            mock_import.side_effect = ImportError("No module named 'lance'")
-
-            with pytest.raises(ImportError) as exc_info:
-                store._get_lance()
-
-            assert "Lance module is required but not installed" in str(exc_info.value)
-            assert "pip install pylance" in str(exc_info.value)
-
-    def test_get_lance_raises_import_error_when_missing_dataset_method(self, store):
-        """Test that lance module without dataset() raises ImportError."""
-        with patch("knowledge_graph.store.import_module") as mock_import:
-            mock_lance = Mock()
-            mock_lance.write_dataset = Mock()
-            # Missing dataset method
-            delattr(mock_lance, "dataset")
-            mock_import.return_value = mock_lance
-
-            with pytest.raises(ImportError) as exc_info:
-                store._get_lance()
-
-            assert "missing required dataset APIs" in str(exc_info.value)
-
-    def test_get_lance_only_checks_dataset_method(self, store):
-        """Test that lance module only requires dataset() method."""
-        with patch("knowledge_graph.store.import_module") as mock_import:
-            mock_lance = Mock()
-            mock_lance.dataset = Mock()
-            mock_lance.write_dataset = Mock()
-            mock_import.return_value = mock_lance
-
-            result = store._get_lance()
-
-            assert result == mock_lance
-
-    def test_get_lance_succeeds_with_valid_module(self, store):
-        """Test that valid lance module loads successfully."""
-        with patch("knowledge_graph.store.import_module") as mock_import:
-            mock_lance = Mock()
-            mock_lance.write_dataset = Mock()
-            mock_lance.dataset = Mock()
-            mock_import.return_value = mock_lance
-
-            result = store._get_lance()
-
-            assert result == mock_lance
-            mock_import.assert_called_once_with("lance")
-
-    def test_get_lance_caches_result(self, store):
-        """Test that _get_lance() caches the module and doesn't re-import."""
-        with patch("knowledge_graph.store.import_module") as mock_import:
-            mock_lance = Mock()
-            mock_lance.write_dataset = Mock()
-            mock_lance.dataset = Mock()
-            mock_import.return_value = mock_lance
-
-            # First call
-            result1 = store._get_lance()
-            # Second call
-            result2 = store._get_lance()
-
-            assert result1 == result2 == mock_lance
-            # import_module should only be called once due to caching
-            mock_import.assert_called_once_with("lance")
-
-
-class TestBasicOperations:
-    """Tests for basic store operations."""
-
-    def test_config_property_returns_config(self, store, config):
-        """Test that config property returns the stored configuration."""
-        assert store.config == config
-
-    def test_root_property_returns_storage_path(self, store, config):
-        """Test that root property returns the storage path."""
-        assert store.root == config.storage_path
-
-    def test_ensure_layout_creates_directory(self, store, tmp_path):
-        """Test that ensure_layout creates the storage directory."""
-        storage_path = tmp_path / "test_storage"
-        assert not storage_path.exists()
-
-        store.ensure_layout()
-
-        assert storage_path.exists()
-        assert storage_path.is_dir()
-
-    def test_ensure_layout_succeeds_when_directory_exists(self, store):
-        """Test that ensure_layout is idempotent."""
-        store.ensure_layout()
-        store.ensure_layout()  # Should not raise
-
-        assert store.root.exists()
-
-    def test_dataset_path_generates_correct_path(self, store):
-        """Test that _dataset_path generates paths with .lance extension."""
-        path = store._dataset_path("Person")
-
-        assert path == store.root / "Person.lance"
-        assert path.suffix == ".lance"
-
-    def test_dataset_path_sanitizes_slashes(self, store):
-        """Test that _dataset_path replaces slashes with underscores."""
-        path = store._dataset_path("some/nested/name")
-
-        assert path == store.root / "some_nested_name.lance"
-        assert "/" not in path.name
-
-    def test_list_datasets_returns_empty_when_root_not_exists(self, store):
-        """Test that list_datasets returns empty dict when root doesn't exist."""
-        datasets = store.list_datasets()
-
-        assert datasets == {}
-
-    def test_list_datasets_finds_lance_directories(self, store):
-        """Test that list_datasets finds .lance directories."""
-        store.ensure_layout()
-        (store.root / "Person.lance").mkdir()
-        (store.root / "Company.lance").mkdir()
-        (store.root / "other.txt").touch()  # Should be ignored
-
-        datasets = store.list_datasets()
-
-        assert len(datasets) == 2
-        assert "Person" in datasets
-        assert "Company" in datasets
-        assert datasets["Person"] == store.root / "Person.lance"
-        assert datasets["Company"] == store.root / "Company.lance"
-
-
-class TestWriteTables:
-    """Tests for write_tables method."""
-
-    def test_write_tables_creates_storage_directory(self, store):
-        """Test that write_tables creates storage directory if it doesn't exist."""
-        table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-
-        store.write_tables({"Person": table})
-
-        assert store.root.exists()
-        assert (store.root / "Person.lance").exists()
-
-    def test_write_tables_writes_real_lance_dataset(self, store):
-        """Test that write_tables writes a real Lance dataset."""
-        table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        store.ensure_layout()
-
-        store.write_tables({"Person": table})
-
-        # Verify the dataset was written
-        dataset_path = store.root / "Person.lance"
-        assert dataset_path.exists()
-        assert dataset_path.is_dir()
-
-    def test_write_tables_uses_overwrite_mode_when_path_exists(self, store):
-        """Test that write_tables uses 'overwrite' mode for existing datasets."""
-        table1 = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        table2 = pa.table({"id": [3, 4, 5], "name": ["Carol", "David", "Eve"]})
-        store.ensure_layout()
-
-        # First write
-        store.write_tables({"Person": table1})
-        # Second write should overwrite
-        store.write_tables({"Person": table2})
-
-        # Verify overwrite worked - should have 3 rows, not 2
-        dataset = lance.dataset(str(store.root / "Person.lance"))
-        result = dataset.scanner().to_table()
-        assert len(result) == 3
-
-    def test_write_tables_handles_multiple_tables(self, store):
-        """Test that write_tables can write multiple tables."""
-        person_table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        company_table = pa.table({"id": [101, 102], "name": ["TechCorp", "DataInc"]})
-
-        store.write_tables({"Person": person_table, "Company": company_table})
-
-        assert (store.root / "Person.lance").exists()
-        assert (store.root / "Company.lance").exists()
-
-    def test_write_tables_raises_type_error_for_non_table(self, store):
-        """Test that write_tables raises TypeError for non-PyArrow tables."""
-        with pytest.raises(TypeError) as exc_info:
-            store.write_tables({"Person": {"not": "a table"}})
-
-        assert "must be a pyarrow.Table" in str(exc_info.value)
-
-
-class TestLoadTables:
-    """Tests for load_tables method."""
-
-    def test_load_tables_reads_real_lance_dataset(self, store):
-        """Test that load_tables reads a real Lance dataset."""
-        # First write a dataset
-        table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        store.ensure_layout()
-        store.write_tables({"Person": table})
-
-        # Now load it
-        result = store.load_tables(["Person"])
-
-        assert "Person" in result
-        loaded_table = result["Person"]
-        assert len(loaded_table) == 2
-        assert loaded_table.column_names == ["id", "name"]
-        assert loaded_table.to_pydict() == {"id": [1, 2], "name": ["Alice", "Bob"]}
-
-    def test_load_tables_returns_pyarrow_table(self, store):
-        """Test that load_tables returns PyArrow table instances."""
-        table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        store.ensure_layout()
-        store.write_tables({"Person": table})
-
-        result = store.load_tables(["Person"])
-
-        assert isinstance(result["Person"], pa.Table)
-
-    def test_load_tables_loads_all_datasets_when_names_not_provided(self, store):
-        """Test that load_tables loads all datasets when names is None."""
-        person_table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        company_table = pa.table({"id": [101, 102], "name": ["TechCorp", "DataInc"]})
-        store.ensure_layout()
-        store.write_tables({"Person": person_table, "Company": company_table})
-
-        result = store.load_tables()  # No names provided
-
-        assert len(result) == 2
-        assert "Person" in result
-        assert "Company" in result
-        assert len(result["Person"]) == 2
-        assert len(result["Company"]) == 2
-
-    def test_load_tables_raises_file_not_found_for_missing_dataset(self, store):
-        """Test that load_tables raises FileNotFoundError for non-existent dataset."""
-        store.ensure_layout()
-
-        with pytest.raises(FileNotFoundError) as exc_info:
-            store.load_tables(["NonExistent"])
-
-        assert "Dataset 'NonExistent' not found" in str(exc_info.value)
-
-    def test_load_tables_loads_multiple_datasets(self, store):
-        """Test that load_tables can load multiple datasets."""
-        person_table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        company_table = pa.table({"id": [101, 102], "name": ["TechCorp", "DataInc"]})
-        store.ensure_layout()
-        store.write_tables({"Person": person_table, "Company": company_table})
-
-        result = store.load_tables(["Person", "Company"])
-
-        assert len(result) == 2
-        assert "Person" in result
-        assert "Company" in result
-        assert result["Person"].to_pydict() == person_table.to_pydict()
-        assert result["Company"].to_pydict() == company_table.to_pydict()
-
-
-class TestIntegration:
-    """Integration-style tests combining multiple operations."""
-
-    def test_write_and_list_workflow(self, store):
-        """Test write_tables followed by list_datasets."""
-        table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-        store.write_tables({"Person": table})
-
-        datasets = store.list_datasets()
-
-        assert "Person" in datasets
-        assert datasets["Person"].exists()
-
-    def test_write_then_load_roundtrip(self, store):
-        """Test full write->load roundtrip with real Lance datasets."""
-        original_person = pa.table(
-            {
-                "id": [1, 2, 3],
-                "name": ["Alice", "Bob", "Carol"],
-                "age": [28, 34, 29],
-            }
-        )
-        original_company = pa.table(
-            {
-                "id": [101, 102],
-                "name": ["TechCorp", "DataInc"],
-            }
-        )
-
-        # Write
-        store.write_tables({"Person": original_person, "Company": original_company})
-
-        # Load back
-        loaded = store.load_tables()
-
-        assert len(loaded) == 2
-        assert loaded["Person"].to_pydict() == original_person.to_pydict()
-        assert loaded["Company"].to_pydict() == original_company.to_pydict()
-
-    def test_lance_module_failure_propagates_to_write_tables(self, store):
-        """Test that lance import failure in write_tables raises ImportError."""
-        with patch("knowledge_graph.store.import_module") as mock_import:
-            mock_import.side_effect = ImportError("No module named 'lance'")
-
-            table = pa.table({"id": [1, 2], "name": ["Alice", "Bob"]})
-
-            with pytest.raises(ImportError) as exc_info:
-                store.write_tables({"Person": table})
-
-            assert "Lance module is required" in str(exc_info.value)
-
-    def test_lance_module_failure_propagates_to_load_tables(self, store):
-        """Test that lance import failure in load_tables raises ImportError."""
-        with patch("knowledge_graph.store.import_module") as mock_import:
-            mock_import.side_effect = ImportError("No module named 'lance'")
-
-            store.ensure_layout()
-            (store.root / "Person.lance").mkdir()
-
-            with pytest.raises(ImportError) as exc_info:
-                store.load_tables(["Person"])
-
-            assert "Lance module is required" in str(exc_info.value)
-
-
-class TestS3Support:
-    """Tests for S3/Cloud storage support."""
-
-    @pytest.fixture
-    def s3_config(self):
-        return KnowledgeGraphConfig(
-            storage_path="s3://bucket/graph", schema_path="s3://bucket/graph/graph.yaml"
-        )
-
-    @pytest.fixture
-    def s3_store(self, s3_config):
-        with patch("knowledge_graph.store.fsspec") as mock_fsspec:
-            # Setup default mock behavior for init
-            mock_fs = Mock()
-            mock_fsspec.core.url_to_fs.return_value = (mock_fs, "bucket/graph")
-            store = LanceGraphStore(s3_config)
-            # Attach the mock to the store instance for tests to configure further
-            store._mock_fsspec = mock_fsspec
-            store._mock_fs = mock_fs
-            return store
-
-    def test_init_with_s3_path(self, s3_store):
-        """Test initializing store with S3 path."""
-        assert s3_store.root == "s3://bucket/graph"
-        assert isinstance(s3_store.root, str)
-        # Verify fsspec was called
-        s3_store._mock_fsspec.core.url_to_fs.assert_called_with("s3://bucket/graph")
-
-    def test_ensure_layout_s3_noop(self, s3_store):
-        """Test ensure_layout calls makedirs on fs."""
-        s3_store.ensure_layout()
-        s3_store._mock_fs.makedirs.assert_called_with("bucket/graph", exist_ok=True)
-
-    def test_dataset_path_s3(self, s3_store):
-        """Test dataset path generation for S3."""
-        path = s3_store._dataset_path("Person")
-        assert path == "s3://bucket/graph/Person.lance"
-
-    def test_dataset_path_s3_nested(self, s3_store):
-        """Test dataset path generation with nested names for S3."""
-        path = s3_store._dataset_path("foo/bar")
-        assert path == "s3://bucket/graph/foo_bar.lance"
-
-    def test_list_datasets_s3(self, s3_store):
-        """Test listing datasets from S3."""
-        mock_fs = s3_store._mock_fs
-        mock_fs.exists.return_value = True
-
-        # Mock fs.ls results
-        info1 = {"name": "bucket/graph/Person.lance", "type": "directory"}
-        info2 = {"name": "bucket/graph/Company.lance", "type": "directory"}
-        info3 = {"name": "bucket/graph/other.txt", "type": "file"}
-
-        mock_fs.ls.return_value = [info1, info2, info3]
-
-        datasets = s3_store.list_datasets()
-
-        assert len(datasets) == 2
-        assert "Person" in datasets
-        assert "Company" in datasets
-        assert datasets["Person"] == "s3://bucket/graph/Person.lance"
-        assert datasets["Company"] == "s3://bucket/graph/Company.lance"
-
-    def test_list_datasets_s3_handles_error(self, s3_store):
-        """Test list_datasets handles S3 errors gracefully."""
-        mock_fs = s3_store._mock_fs
-        # Mocking exists raising exception or returning False
-        # If exists raises, it should be caught if it's "not found"
-        mock_fs.exists.side_effect = Exception("File not found")
-
-        datasets = s3_store.list_datasets()
-        assert datasets == {}
diff --git a/python/python/tests/test_to_sql.py b/python/python/tests/test_to_sql.py
index 361877e..1fad4d2 100644
--- a/python/python/tests/test_to_sql.py
+++ b/python/python/tests/test_to_sql.py
@@ -5,7 +5,7 @@
 
 import pyarrow as pa
 import pytest
-from lance_graph import CypherQuery, GraphConfig
+from lance_csr import CypherQuery, GraphConfig
 
 
 @pytest.fixture
diff --git a/python/python/tests/test_unity_catalog.py b/python/python/tests/test_unity_catalog.py
deleted file mode 100644
index 2d593b3..0000000
--- a/python/python/tests/test_unity_catalog.py
+++ /dev/null
@@ -1,164 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-# SPDX-FileCopyrightText: Copyright The Lance Authors
-
-"""Tests for Unity Catalog integration.
-
-Unit tests verify the Python binding classes work correctly.
-Integration tests (marked with @pytest.mark.integration) require a running
-Unity Catalog server and are skipped by default.
-"""
-
-import pytest
-from lance_graph import CatalogInfo, SchemaInfo, SqlEngine, TableInfo, UnityCatalog
-
-# ==========================================================================
-# Unit tests — verify Python class construction and repr
-# ==========================================================================
-
-
-class TestUnityCatalogConstruction:
-    def test_create_client(self):
-        """UnityCatalog client can be constructed."""
-        uc = UnityCatalog("http://localhost:8080/api/2.1/unity-catalog")
-        assert repr(uc) == "UnityCatalog(...)"
-
-    def test_create_client_with_token(self):
-        uc = UnityCatalog(
-            "http://localhost:8080/api/2.1/unity-catalog",
-            token="my-secret-token",
-        )
-        assert repr(uc) == "UnityCatalog(...)"
-
-    def test_create_client_with_timeout(self):
-        uc = UnityCatalog(
-            "http://localhost:8080/api/2.1/unity-catalog",
-            timeout=60,
-        )
-        assert repr(uc) == "UnityCatalog(...)"
-
-    def test_create_client_with_all_options(self):
-        uc = UnityCatalog(
-            "http://localhost:8080/api/2.1/unity-catalog",
-            token="tok",
-            timeout=30,
-        )
-        assert repr(uc) == "UnityCatalog(...)"
-
-
-class TestConnectionErrors:
-    def test_list_catalogs_connection_refused(self):
-        """Connecting to a non-existent server raises RuntimeError."""
-        uc = UnityCatalog("http://localhost:1/api/2.1/unity-catalog", timeout=1)
-        with pytest.raises(
-            RuntimeError, match="connection error|Connection refused|error"
-        ):
-            uc.list_catalogs()
-
-    def test_list_schemas_connection_refused(self):
-        uc = UnityCatalog("http://localhost:1/api/2.1/unity-catalog", timeout=1)
-        with pytest.raises(RuntimeError):
-            uc.list_schemas("unity")
-
-    def test_list_tables_connection_refused(self):
-        uc = UnityCatalog("http://localhost:1/api/2.1/unity-catalog", timeout=1)
-        with pytest.raises(RuntimeError):
-            uc.list_tables("unity", "default")
-
-    def test_get_table_connection_refused(self):
-        uc = UnityCatalog("http://localhost:1/api/2.1/unity-catalog", timeout=1)
-        with pytest.raises(RuntimeError):
-            uc.get_table("unity", "default", "marksheet")
-
-    def test_create_sql_engine_connection_refused(self):
-        uc = UnityCatalog("http://localhost:1/api/2.1/unity-catalog", timeout=1)
-        with pytest.raises((RuntimeError, ValueError)):
-            uc.create_sql_engine("unity", "default")
-
-
-# ==========================================================================
-# Integration tests — require a running UC server
-# ==========================================================================
-
-
-def _uc_available():
-    """Check if a UC server is running on localhost:8080."""
-    try:
-        uc = UnityCatalog("http://localhost:8080/api/2.1/unity-catalog", timeout=2)
-        uc.list_catalogs()
-        return True
-    except Exception:
-        return False
-
-
-@pytest.fixture
-def uc():
-    """Connect to local OSS Unity Catalog."""
-    if not _uc_available():
-        pytest.skip("Unity Catalog server not available on localhost:8080")
-    return UnityCatalog("http://localhost:8080/api/2.1/unity-catalog")
-
-
-@pytest.mark.integration
-class TestUnityCatalogBrowsing:
-    def test_list_catalogs(self, uc):
-        catalogs = uc.list_catalogs()
-        assert len(catalogs) > 0
-        assert isinstance(catalogs[0], CatalogInfo)
-        assert catalogs[0].name
-        assert "CatalogInfo" in repr(catalogs[0])
-
-    def test_list_schemas(self, uc):
-        catalogs = uc.list_catalogs()
-        schemas = uc.list_schemas(catalogs[0].name)
-        assert len(schemas) > 0
-        assert isinstance(schemas[0], SchemaInfo)
-        assert schemas[0].name
-        assert schemas[0].catalog_name == catalogs[0].name
-        assert "SchemaInfo" in repr(schemas[0])
-
-    def test_list_tables(self, uc):
-        catalogs = uc.list_catalogs()
-        schemas = uc.list_schemas(catalogs[0].name)
-        tables = uc.list_tables(catalogs[0].name, schemas[0].name)
-        assert len(tables) > 0
-        assert isinstance(tables[0], TableInfo)
-        assert tables[0].name
-        assert tables[0].catalog_name == catalogs[0].name
-        assert tables[0].schema_name == schemas[0].name
-        assert tables[0].num_columns >= 0
-        assert "TableInfo" in repr(tables[0])
-
-    def test_get_table(self, uc):
-        catalogs = uc.list_catalogs()
-        schemas = uc.list_schemas(catalogs[0].name)
-        tables = uc.list_tables(catalogs[0].name, schemas[0].name)
-        if not tables:
-            pytest.skip("No tables in the first schema")
-
-        table = uc.get_table(catalogs[0].name, schemas[0].name, tables[0].name)
-        assert table.name == tables[0].name
-        assert table.num_columns > 0
-        cols = table.columns()
-        assert len(cols) == table.num_columns
-        assert all("name" in c and "type_name" in c for c in cols)
-
-    def test_table_info_properties(self, uc):
-        catalogs = uc.list_catalogs()
-        schemas = uc.list_schemas(catalogs[0].name)
-        tables = uc.list_tables(catalogs[0].name, schemas[0].name)
-        if not tables:
-            pytest.skip("No tables")
-
-        t = tables[0]
-        assert t.table_type in ("MANAGED", "EXTERNAL")
-        assert isinstance(t.data_source_format, str)
-
-
-@pytest.mark.integration
-class TestUnityCatalogSqlEngine:
-    def test_create_sql_engine(self, uc):
-        catalogs = uc.list_catalogs()
-        schemas = uc.list_schemas(catalogs[0].name)
-        engine = uc.create_sql_engine(catalogs[0].name, schemas[0].name)
-        assert isinstance(engine, SqlEngine)
-        assert "SqlEngine" in repr(engine)
diff --git a/python/python/tests/test_vector_search.py b/python/python/tests/test_vector_search.py
index 386466e..ed4bde7 100644
--- a/python/python/tests/test_vector_search.py
+++ b/python/python/tests/test_vector_search.py
@@ -10,7 +10,7 @@
 
 import pyarrow as pa
 import pytest
-from lance_graph import CypherQuery, DistanceMetric, GraphConfig, VectorSearch
+from lance_csr import CypherQuery, DistanceMetric, GraphConfig, VectorSearch
 
 
 @pytest.fixture
@@ -684,7 +684,7 @@ def test_vector_search_different_query_vectors(vector_env):
 
 def test_cypher_engine_execute_with_vector_rerank(vector_env):
     """Test CypherEngine.execute_with_vector_rerank basic functionality."""
-    from lance_graph import CypherEngine
+    from lance_csr import CypherEngine
 
     config, datasets, _ = vector_env
     engine = CypherEngine(config, datasets)
@@ -704,7 +704,7 @@ def test_cypher_engine_execute_with_vector_rerank(vector_env):
 
 def test_cypher_engine_vs_cypher_query_vector_rerank_equivalence(vector_env):
     """Test that CypherEngine produces same results as CypherQuery for vector rerank."""
-    from lance_graph import CypherEngine
+    from lance_csr import CypherEngine
 
     config, datasets, _ = vector_env
 
@@ -732,7 +732,7 @@ def test_cypher_engine_vs_cypher_query_vector_rerank_equivalence(vector_env):
 
 def test_cypher_engine_vector_rerank_multiple_queries(vector_env):
     """Test that CypherEngine efficiently handles multiple vector rerank queries."""
-    from lance_graph import CypherEngine
+    from lance_csr import CypherEngine
 
     config, datasets, _ = vector_env
     engine = CypherEngine(config, datasets)
diff --git a/python/streamlit_app/README.md b/python/streamlit_app/README.md
deleted file mode 100644
index 2005ef7..0000000
--- a/python/streamlit_app/README.md
+++ /dev/null
@@ -1,45 +0,0 @@
-# Lance Graph Explorer
-
-A Streamlit UI for visualizing and querying lance-graph knowledge graphs.
-
-## Features
-
-- **Entity Search**: Search entities by name, filter by type
-- **Cypher Query**: Execute Cypher queries with pre-built examples
-- **Graph Visualization**: Interactive graph with node coloring by entity type
-
-## Setup
-
-```bash
-cd python
-uv sync --extra ui
-```
-
-## Run
-
-```bash
-uv run streamlit run streamlit_app/app.py
-```
-
-The app opens at `http://localhost:8501`.
-
-## Usage
-
-1. Enter the path to your knowledge graph directory in the sidebar (default: `./examples/test_kg`)
-2. Click **Load** to connect
-3. Use the tabs to search entities, run Cypher queries, or visualize the graph
-
-## Example Queries
-
-```cypher
--- List all entities
-MATCH (e:Entity) RETURN e.name, e.entity_type LIMIT 50
-
--- Find relationships
-MATCH (a:Entity)-[r:RELATIONSHIP]->(b:Entity)
-RETURN a.name, r.relationship_type, b.name
-
--- Search by name
-MATCH (e:Entity) WHERE e.name_lower CONTAINS 'matrix'
-RETURN e.name, e.entity_type
-```
diff --git a/python/streamlit_app/__init__.py b/python/streamlit_app/__init__.py
deleted file mode 100644
index 4d09a3c..0000000
--- a/python/streamlit_app/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Streamlit UI for lance-graph knowledge graph visualization."""
diff --git a/python/streamlit_app/app.py b/python/streamlit_app/app.py
deleted file mode 100644
index 9827c75..0000000
--- a/python/streamlit_app/app.py
+++ /dev/null
@@ -1,293 +0,0 @@
-"""Lance Graph Knowledge Graph UI.
-
-A Streamlit application for visualizing and querying lance-graph knowledge graphs.
-
-Run with:
-    cd python
-    uv sync --extra ui
-    uv run streamlit run streamlit_app/app.py
-"""
-
-from __future__ import annotations
-
-import time
-from pathlib import Path
-
-import streamlit as st
-from streamlit_agraph import agraph
-
-from graph_viz import (
-    entities_to_agraph,
-    get_agraph_config,
-    get_entity_types,
-    query_result_to_agraph,
-)
-
-# Page configuration
-st.set_page_config(
-    page_title="Lance Graph Explorer",
-    page_icon=":spider_web:",
-    layout="wide",
-)
-
-
-def init_session_state() -> None:
-    """Initialize session state variables."""
-    if "kg" not in st.session_state:
-        st.session_state.kg = None
-    if "tables" not in st.session_state:
-        st.session_state.tables = None
-    if "config" not in st.session_state:
-        st.session_state.config = None
-    if "data_source" not in st.session_state:
-        st.session_state.data_source = None
-    if "last_query_result" not in st.session_state:
-        st.session_state.last_query_result = None
-
-
-def load_from_directory(directory: str) -> None:
-    """Load knowledge graph from a Lance directory."""
-    from knowledge_graph import KnowledgeGraphConfig, LanceGraphStore, LanceKnowledgeGraph
-    from knowledge_graph.config import build_default_graph_config
-
-    path = Path(directory)
-    if not path.exists():
-        st.error(f"Directory does not exist: {directory}")
-        return
-
-    try:
-        config = KnowledgeGraphConfig.from_root(path)
-        store = LanceGraphStore(config)
-        # Try to load schema, fall back to default if not found
-        try:
-            graph_config = config.load_graph_config()
-        except FileNotFoundError:
-            graph_config = build_default_graph_config()
-        service = LanceKnowledgeGraph(graph_config, storage=store)
-        service.ensure_initialized()
-
-        # Load tables for visualization
-        tables = service.load_tables()
-        st.session_state.kg = service
-        st.session_state.tables = dict(tables)
-        st.session_state.config = graph_config
-        st.session_state.data_source = directory
-        st.success(f"Loaded knowledge graph from {directory}")
-    except Exception as e:
-        st.error(f"Failed to load: {e}")
-
-
-def run_query(query: str) -> None:
-    """Execute a Cypher query and store the result."""
-    if st.session_state.kg is None:
-        st.error("No knowledge graph loaded. Please load data first.")
-        return
-
-    try:
-        start = time.time()
-        result = st.session_state.kg.run(query)
-        elapsed = time.time() - start
-        st.session_state.last_query_result = {
-            "result": result,
-            "query": query,
-            "elapsed": elapsed,
-        }
-    except Exception as e:
-        st.error(f"Query error: {e}")
-        st.session_state.last_query_result = None
-
-
-# Example queries for the UI
-EXAMPLE_QUERIES = {
-    "List all entities": "MATCH (e:Entity) RETURN e.name, e.entity_type LIMIT 50",
-    "Search by name (contains 'matrix')": "MATCH (e:Entity) WHERE e.name_lower CONTAINS 'matrix' RETURN e.name, e.entity_type, e.context",
-    "Find all relationships": "MATCH (a:Entity)-[r:RELATIONSHIP]->(b:Entity) RETURN a.name, r.relationship_type, b.name LIMIT 100",
-    "Find connected entities": "MATCH (e:Entity)-[r:RELATIONSHIP]-(connected:Entity) RETURN e.name, r.relationship_type, connected.name LIMIT 50",
-    "Count by entity type": "MATCH (e:Entity) RETURN e.entity_type, count(*) as count",
-    "People only": "MATCH (e:Entity) WHERE e.entity_type = 'Person' RETURN e.name, e.context",
-}
-
-
-def main() -> None:
-    """Main Streamlit application."""
-    init_session_state()
-
-    st.title("Lance Graph Explorer")
-
-    # Sidebar for data source configuration
-    with st.sidebar:
-        st.header("Data Source")
-
-        directory = st.text_input(
-            "Knowledge Graph Directory",
-            value="./examples/test_kg",
-            help="Path to the Lance knowledge graph storage directory",
-        )
-        if st.button("Load", type="primary"):
-            expanded_path = str(Path(directory).expanduser())
-            load_from_directory(expanded_path)
-
-        # Show current data source status
-        st.divider()
-        if st.session_state.kg is not None:
-            st.success(f"Connected: {st.session_state.data_source}")
-            if st.session_state.tables:
-                st.write("**Available datasets:**")
-                for name in st.session_state.tables.keys():
-                    table = st.session_state.tables[name]
-                    st.write(f"- {name}: {table.num_rows} rows")
-        else:
-            st.warning("No data loaded")
-
-    # Main content area with tabs
-    tab1, tab2, tab3 = st.tabs(["Entity Search", "Cypher Query", "Graph Visualization"])
-
-    with tab1:
-        st.header("Entity Search")
-
-        if st.session_state.tables is None or "Entity" not in st.session_state.tables:
-            st.info("Load a knowledge graph to search entities.")
-        else:
-            entities_table = st.session_state.tables["Entity"]
-            entity_types = ["All"] + get_entity_types(entities_table)
-
-            col1, col2 = st.columns([3, 1])
-            with col1:
-                search_term = st.text_input(
-                    "Search by name",
-                    placeholder="Enter entity name...",
-                )
-            with col2:
-                type_filter = st.selectbox(
-                    "Filter by type",
-                    options=entity_types,
-                )
-
-            # Filter entities
-            entities = entities_table.to_pylist()
-            if search_term:
-                search_lower = search_term.lower()
-                entities = [
-                    e for e in entities
-                    if search_lower in e.get("name_lower", e.get("name", "").lower())
-                ]
-            if type_filter and type_filter != "All":
-                entities = [e for e in entities if e.get("entity_type") == type_filter]
-
-            st.write(f"Found **{len(entities)}** entities")
-            if entities:
-                st.dataframe(
-                    entities,
-                    use_container_width=True,
-                    hide_index=True,
-                )
-
-    with tab2:
-        st.header("Cypher Query")
-
-        if st.session_state.kg is None:
-            st.info("Load a knowledge graph to run queries.")
-        else:
-            # Example query selector
-            example = st.selectbox(
-                "Example queries",
-                options=[""] + list(EXAMPLE_QUERIES.keys()),
-                format_func=lambda x: x if x else "Select an example...",
-            )
-
-            # Query input
-            default_query = EXAMPLE_QUERIES.get(example, "")
-            query = st.text_area(
-                "Cypher Query",
-                value=default_query,
-                height=100,
-                placeholder="MATCH (n:Entity) RETURN n.name LIMIT 10",
-            )
-
-            col1, col2 = st.columns([1, 4])
-            with col1:
-                if st.button("Execute", type="primary", disabled=not query.strip()):
-                    run_query(query)
-
-            # Display results
-            if st.session_state.last_query_result:
-                result_data = st.session_state.last_query_result
-                st.write(f"Query executed in **{result_data['elapsed']:.3f}s**")
-
-                result_table = result_data["result"]
-                rows = result_table.to_pylist()
-                st.write(f"**{len(rows)}** rows returned")
-
-                if rows:
-                    st.dataframe(rows, use_container_width=True, hide_index=True)
-
-                    # Option to visualize results
-                    if st.checkbox("Visualize as graph"):
-                        nodes, edges = query_result_to_agraph(result_table)
-                        if nodes:
-                            agraph(nodes=nodes, edges=edges, config=get_agraph_config())
-                        else:
-                            st.info("No nodes to visualize in query result")
-
-    with tab3:
-        st.header("Graph Visualization")
-
-        if st.session_state.tables is None:
-            st.info("Load a knowledge graph to visualize.")
-        else:
-            entities_table = st.session_state.tables.get("Entity")
-            relationships_table = st.session_state.tables.get("RELATIONSHIP")
-
-            if entities_table is None:
-                st.warning("No Entity table found in the loaded data.")
-            else:
-                # Visualization controls
-                col1, col2, col3 = st.columns(3)
-                with col1:
-                    entity_types = ["All"] + get_entity_types(entities_table)
-                    type_filter = st.selectbox(
-                        "Filter by entity type",
-                        options=entity_types,
-                        key="viz_type_filter",
-                    )
-                with col2:
-                    max_nodes = st.slider(
-                        "Max nodes to display",
-                        min_value=10,
-                        max_value=200,
-                        value=50,
-                        step=10,
-                    )
-                with col3:
-                    physics = st.checkbox("Enable physics", value=True)
-
-                # Build and render graph
-                if relationships_table is None:
-                    import pyarrow as pa
-                    relationships_table = pa.table({
-                        "source_entity_id": [],
-                        "target_entity_id": [],
-                        "relationship_type": [],
-                    })
-
-                filter_val = type_filter if type_filter != "All" else None
-                nodes, edges = entities_to_agraph(
-                    entities_table,
-                    relationships_table,
-                    max_nodes=max_nodes,
-                    entity_type_filter=filter_val,
-                )
-
-                if nodes:
-                    st.write(f"Showing **{len(nodes)}** nodes and **{len(edges)}** edges")
-                    agraph(
-                        nodes=nodes,
-                        edges=edges,
-                        config=get_agraph_config(height=600, physics=physics),
-                    )
-                else:
-                    st.info("No entities to display with current filters.")
-
-
-if __name__ == "__main__":
-    main()
diff --git a/python/streamlit_app/graph_viz.py b/python/streamlit_app/graph_viz.py
deleted file mode 100644
index 10bdbe5..0000000
--- a/python/streamlit_app/graph_viz.py
+++ /dev/null
@@ -1,183 +0,0 @@
-"""Graph visualization helpers using streamlit-agraph."""
-
-from __future__ import annotations
-
-from typing import Any
-
-import pyarrow as pa
-from streamlit_agraph import Config, Edge, Node
-
-# Color palette for different entity types
-ENTITY_COLORS = {
-    "Person": "#4CAF50",      # Green
-    "Company": "#2196F3",     # Blue
-    "Location": "#FF9800",    # Orange
-    "Technology": "#9C27B0",  # Purple
-    "Document": "#F44336",    # Red
-    "Event": "#00BCD4",       # Cyan
-    "UNKNOWN": "#9E9E9E",     # Grey
-}
-
-
-def get_entity_color(entity_type: str) -> str:
-    """Return a color for the given entity type."""
-    return ENTITY_COLORS.get(entity_type, ENTITY_COLORS["UNKNOWN"])
-
-
-def entities_to_agraph(
-    entities: pa.Table,
-    relationships: pa.Table,
-    *,
-    max_nodes: int = 100,
-    entity_type_filter: str | None = None,
-) -> tuple[list[Node], list[Edge]]:
-    """Convert Entity and Relationship tables to agraph nodes and edges.
-
-    Args:
-        entities: PyArrow table with entity_id, name, entity_type columns
-        relationships: PyArrow table with source_entity_id, target_entity_id, relationship_type
-        max_nodes: Maximum number of nodes to display
-        entity_type_filter: Filter to only show entities of this type (None = all)
-
-    Returns:
-        Tuple of (nodes, edges) for agraph
-    """
-    entity_rows = entities.to_pylist()
-
-    # Apply entity type filter if specified
-    if entity_type_filter and entity_type_filter != "All":
-        entity_rows = [
-            e for e in entity_rows
-            if e.get("entity_type") == entity_type_filter
-        ]
-
-    # Limit nodes
-    entity_rows = entity_rows[:max_nodes]
-
-    # Build a set of visible entity IDs
-    visible_ids = {e["entity_id"] for e in entity_rows}
-
-    # Create nodes
-    nodes = []
-    for entity in entity_rows:
-        entity_type = entity.get("entity_type", "UNKNOWN")
-        nodes.append(Node(
-            id=entity["entity_id"],
-            label=entity.get("name", entity["entity_id"]),
-            size=25,
-            color=get_entity_color(entity_type),
-            title=f"{entity.get('name', '')}\nType: {entity_type}\n{entity.get('context', '')}",
-        ))
-
-    # Create edges (only for visible nodes)
-    edges = []
-    for rel in relationships.to_pylist():
-        source = rel.get("source_entity_id")
-        target = rel.get("target_entity_id")
-        if source in visible_ids and target in visible_ids:
-            edges.append(Edge(
-                source=source,
-                target=target,
-                label=rel.get("relationship_type", ""),
-                color="#888888",
-            ))
-
-    return nodes, edges
-
-
-def query_result_to_agraph(
-    result: pa.Table,
-    *,
-    node_id_col: str | None = None,
-    node_label_col: str | None = None,
-) -> tuple[list[Node], list[Edge]]:
-    """Convert a Cypher query result to agraph nodes.
-
-    This is a simpler visualization for query results that may not have
-    the full Entity/Relationship structure.
-
-    Args:
-        result: Query result as PyArrow table
-        node_id_col: Column to use as node ID (auto-detected if None)
-        node_label_col: Column to use as node label (auto-detected if None)
-
-    Returns:
-        Tuple of (nodes, edges) - edges are empty for simple results
-    """
-    rows = result.to_pylist()
-    if not rows:
-        return [], []
-
-    # Auto-detect columns
-    columns = result.column_names
-    if node_id_col is None:
-        # Look for common ID columns
-        for col in ["entity_id", "id", "name"]:
-            if col in columns:
-                node_id_col = col
-                break
-        if node_id_col is None and columns:
-            node_id_col = columns[0]
-
-    if node_label_col is None:
-        # Look for common label columns
-        for col in ["name", "label", "title"]:
-            if col in columns:
-                node_label_col = col
-                break
-        if node_label_col is None:
-            node_label_col = node_id_col
-
-    # Create nodes
-    nodes = []
-    seen_ids = set()
-    for row in rows:
-        node_id = str(row.get(node_id_col, ""))
-        if not node_id or node_id in seen_ids:
-            continue
-        seen_ids.add(node_id)
-
-        label = str(row.get(node_label_col, node_id))
-        entity_type = row.get("entity_type", "UNKNOWN")
-
-        # Build tooltip from all row data
-        tooltip_lines = [f"{k}: {v}" for k, v in row.items() if v is not None]
-        tooltip = "\n".join(tooltip_lines)
-
-        nodes.append(Node(
-            id=node_id,
-            label=label,
-            size=25,
-            color=get_entity_color(entity_type),
-            title=tooltip,
-        ))
-
-    return nodes, []
-
-
-def get_agraph_config(
-    *,
-    height: int = 500,
-    width: int = 800,
-    directed: bool = True,
-    physics: bool = True,
-) -> Config:
-    """Return a streamlit-agraph Config with sensible defaults."""
-    return Config(
-        height=height,
-        width=width,
-        directed=directed,
-        physics=physics,
-        hierarchical=False,
-        nodeHighlightBehavior=True,
-        highlightColor="#F7A7A6",
-        collapsible=False,
-    )
-
-
-def get_entity_types(entities: pa.Table) -> list[str]:
-    """Extract unique entity types from an Entity table."""
-    if "entity_type" not in entities.column_names:
-        return []
-    types = entities.column("entity_type").to_pylist()
-    return sorted(set(t for t in types if t))
diff --git a/python/uv.lock b/python/uv.lock
index 9555999..af569de 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -1,3241 +1,665 @@
 version = 1
-revision = 3
-requires-python = ">=3.9"
+revision = 5
+requires-python = ">=3.11"
 resolution-markers = [
-    "python_full_version >= '3.14'",
-    "python_full_version == '3.13.*'",
-    "python_full_version == '3.12.*'",
-    "python_full_version == '3.11.*'",
-    "python_full_version == '3.10.*'",
-    "python_full_version < '3.10'",
+    "python_full_version >= '3.14' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'",
+    "python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'",
+    "python_full_version < '3.12' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 
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diff --git a/rust-toolchain.toml b/rust-toolchain.toml
new file mode 100644
index 0000000..0f87b44
--- /dev/null
+++ b/rust-toolchain.toml
@@ -0,0 +1,2 @@
+[toolchain]
+channel = "1.96.0"

From 77177b9ba09c592d5290b3b729f2a6962b118064 Mon Sep 17 00:00:00 2001
From: prrao87 <prrao87@gmail.com>
Date: Fri, 23 Oct 2026 21:34:32 -0400
Subject: [PATCH 2/7] ci: build, test and publish linux x86-64 and apple
 silicon wheels

Replace the unexercised wheels workflow with python-publish.yml: a
manylinux_2_28 x86-64 wheel (zig) and a native macOS arm64 wheel plus an
sdist, each wheel tested on CPython 3.11-3.13 in clean environments with
Rust removed from PATH (a smoke test and the full suite), and PyPI
trusted publishing on a published release through the pypi environment.
Also fix the doctest path in python-test.yml and document installation.
---
 .github/workflows/python-publish.yml | 205 +++++++++++++++++++++++++++
 .github/workflows/python-test.yml    |   4 +-
 .github/workflows/wheels.yml         |  79 -----------
 README.md                            |  11 +-
 ci/check_wheel.py                    |  71 ++++++++++
 python/README.md                     |  12 +-
 6 files changed, 298 insertions(+), 84 deletions(-)
 create mode 100644 .github/workflows/python-publish.yml
 delete mode 100644 .github/workflows/wheels.yml
 create mode 100644 ci/check_wheel.py

diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
new file mode 100644
index 0000000..cf7f44e
--- /dev/null
+++ b/.github/workflows/python-publish.yml
@@ -0,0 +1,205 @@
+# Build, test and publish lance-csr wheels: Linux x86-64 (manylinux_2_28) and native
+# Apple Silicon (macOS arm64), plus an sdist for every other platform.
+#
+# Pull requests that touch packaging build and test the wheels without publishing.
+# A published GitHub release (tag vX.Y.Z) publishes to PyPI after every build and test
+# passes, through PyPI trusted publishing and the protected `pypi` environment; so does
+# a manual run with mode=release. mode=dry_run builds and tests only.
+name: Python Publish
+
+on:
+  release:
+    types:
+      - published
+  pull_request:
+    paths:
+      - .github/workflows/python-publish.yml
+      - ci/check_wheel.py
+      - python/pyproject.toml
+      - python/.cargo/**
+      - crates/lance-graph-python/Cargo.toml
+      - crates/lance-graph-python/Cargo.lock
+  workflow_dispatch:
+    inputs:
+      mode:
+        description: "dry_run: build and test only; release: build, test and publish to PyPI"
+        required: true
+        default: dry_run
+        type: choice
+        options:
+          - dry_run
+          - release
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
+env:
+  CARGO_TERM_COLOR: always
+  CARGO_INCREMENTAL: "0"
+
+jobs:
+  build-linux:
+    # Built on the host with zig as the linker, targeting glibc 2.28 (RHEL 8, Ubuntu 20.04
+    # and newer); the same command produced the alpha's tested Linux wheels.
+    runs-on: ubuntu-24.04
+    timeout-minutes: 90
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+
+      - name: Install build dependencies
+        run: |
+          # protoc is needed by Lance's build scripts, not by wheel users.
+          sudo apt-get update
+          sudo apt-get install -y protobuf-compiler
+          pip install ziglang
+
+      - name: Build manylinux_2_28 x86-64 wheel
+        uses: PyO3/maturin-action@04ac600d27cdf7a9a280dadf7147097c42b757ad # v1
+        with:
+          command: build
+          working-directory: python
+          target: x86_64-unknown-linux-gnu
+          container: "off"
+          sccache: "true"
+          args: --release --locked --strip --zig --compatibility manylinux_2_28 --out dist
+
+      - name: Build sdist
+        uses: PyO3/maturin-action@04ac600d27cdf7a9a280dadf7147097c42b757ad # v1
+        with:
+          command: sdist
+          working-directory: python
+          args: --out dist
+
+      - name: Inspect distributions
+        working-directory: python
+        run: |
+          pip install twine
+          twine check dist/*
+          sha256sum dist/*
+
+      - uses: actions/upload-artifact@v4
+        with:
+          name: python-dist-linux
+          path: python/dist/*
+          if-no-files-found: error
+
+  build-macos:
+    # GitHub's macos-14 runners are Apple Silicon, so this builds natively.
+    runs-on: macos-14
+    timeout-minutes: 90
+    env:
+      MACOSX_DEPLOYMENT_TARGET: "11.0"
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+
+      - name: Install build dependencies
+        run: brew install protobuf
+
+      - name: Build Apple Silicon wheel
+        uses: PyO3/maturin-action@04ac600d27cdf7a9a280dadf7147097c42b757ad # v1
+        with:
+          command: build
+          working-directory: python
+          target: aarch64-apple-darwin
+          sccache: "true"
+          args: --release --locked --strip --out dist
+
+      - name: Inspect wheel
+        working-directory: python
+        run: |
+          pip install twine
+          twine check dist/*.whl
+          shasum -a 256 dist/*.whl
+
+      - uses: actions/upload-artifact@v4
+        with:
+          name: python-dist-macos-arm64
+          path: python/dist/*.whl
+          if-no-files-found: error
+
+  test:
+    # The wheels are abi3 (CPython 3.11+), so each platform's single wheel is tested on
+    # every supported Python, in a clean environment with Rust removed from PATH: a wheel
+    # that silently needed compiling would fail here.
+    needs: [build-linux, build-macos]
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-24.04, macos-14]
+        python: ["3.11", "3.12", "3.13"]
+    runs-on: ${{ matrix.os }}
+    timeout-minutes: 30
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          sparse-checkout: |
+            ci
+            python/python/tests
+
+      - uses: astral-sh/setup-uv@v4
+
+      - uses: actions/download-artifact@v4
+        with:
+          pattern: python-dist-*
+          merge-multiple: true
+          path: dist
+
+      - name: Install the wheel and run the test suite outside the source tree
+        shell: bash
+        run: |
+          export PATH=$(echo "$PATH" | tr ':' '\n' | grep -v -e cargo -e rustup | paste -sd: -)
+          ! command -v cargo && ! command -v rustc
+          uv venv --python ${{ matrix.python }} "$RUNNER_TEMP/venv"
+          py="$RUNNER_TEMP/venv/bin/python"
+          uv pip install --python "$py" --only-binary=:all: --find-links dist lance-csr pytest pandas
+          "$py" -I ci/check_wheel.py
+          cp -r python/python/tests "$RUNNER_TEMP/tests"
+          cd "$RUNNER_TEMP"
+          "$py" -I -m pytest "$RUNNER_TEMP/tests" -q -p no:cacheprovider
+
+  publish:
+    needs: [build-linux, build-macos, test]
+    if: >
+      github.event_name == 'release' ||
+      (github.event_name == 'workflow_dispatch' && github.event.inputs.mode == 'release')
+    runs-on: ubuntu-24.04
+    environment:
+      name: pypi
+      url: https://pypi.org/project/lance-csr/
+    permissions:
+      id-token: write
+      contents: read
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          sparse-checkout: python/pyproject.toml
+
+      - name: Check the release tag matches the package version
+        if: github.event_name == 'release'
+        run: |
+          version=$(grep -m1 '^version = ' python/pyproject.toml | cut -d'"' -f2)
+          test "${{ github.event.release.tag_name }}" = "v$version" || {
+            echo "Release tag ${{ github.event.release.tag_name }} does not match version $version"; exit 1; }
+
+      - uses: actions/download-artifact@v4
+        with:
+          pattern: python-dist-*
+          merge-multiple: true
+          path: dist
+
+      - uses: astral-sh/setup-uv@v4
+
+      - name: Publish to PyPI
+        run: uv publish --trusted-publishing always dist/*
diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml
index ee5c92d..6a049c6 100644
--- a/.github/workflows/python-test.yml
+++ b/.github/workflows/python-test.yml
@@ -69,8 +69,8 @@ jobs:
         working-directory: python
         run: |
           source .venv/bin/activate
-          if [ -f python/lance_graph/__init__.py ]; then
-            python -m doctest python/lance_graph/__init__.py || echo "No doctests found"
+          if [ -f python/lance_csr/__init__.py ]; then
+            python -m doctest python/lance_csr/__init__.py || echo "No doctests found"
           fi
 
   lint:
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
deleted file mode 100644
index 931f19d..0000000
--- a/.github/workflows/wheels.yml
+++ /dev/null
@@ -1,79 +0,0 @@
-# Build and verify lance-csr wheels for the two supported targets.
-#
-# There is no publish job yet: releases to PyPI are a separate, deliberate step.
-name: Wheels
-on:
-  pull_request:
-  workflow_dispatch:
-
-permissions:
-  contents: read
-
-jobs:
-  build:
-    strategy:
-      matrix:
-        include:
-          # Native arm64 runner; MACOSX_DEPLOYMENT_TARGET sets the wheel's minimum macOS.
-          - { os: macos-14, target: aarch64-apple-darwin, manylinux: "off" }
-          # maturin-action runs this inside the pinned manylinux_2_28 image.
-          - { os: ubuntu-24.04, target: x86_64-unknown-linux-gnu, manylinux: "2_28" }
-    runs-on: ${{ matrix.os }}
-    env:
-      MACOSX_DEPLOYMENT_TARGET: "11.0"
-    steps:
-      - uses: actions/checkout@v4
-      - uses: PyO3/maturin-action@v1
-        with:
-          working-directory: python
-          target: ${{ matrix.target }}
-          manylinux: ${{ matrix.manylinux }}
-          # protoc is needed by Lance's build scripts, not by wheel users.
-          before-script-linux: dnf install -y protobuf-compiler || yum install -y protobuf-compiler
-          args: --release --locked --out dist
-      - name: Inspect wheel
-        working-directory: python
-        run: |
-          pip install twine
-          twine check dist/*.whl
-          python -m zipfile -l dist/*.whl
-          sha256sum dist/*.whl || shasum -a 256 dist/*.whl
-      - uses: actions/upload-artifact@v4
-        with:
-          name: wheel-${{ matrix.target }}
-          path: python/dist/*.whl
-
-  install-check:
-    needs: build
-    strategy:
-      matrix:
-        os: [macos-14, ubuntu-24.04]
-        python: ["3.11", "3.12"]
-    runs-on: ${{ matrix.os }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          sparse-checkout: python/python/tests
-      - uses: astral-sh/setup-uv@v3
-      - uses: actions/download-artifact@v4
-        with:
-          pattern: wheel-*
-          merge-multiple: true
-          path: dist
-      - name: Install wheel without Rust and run tests outside the source tree
-        run: |
-          # Runner images ship Rust; remove it from PATH so a source build cannot happen.
-          export PATH=$(echo "$PATH" | tr ':' '\n' | grep -v -e cargo -e rustup | paste -sd: -)
-          ! command -v cargo && ! command -v rustc
-          uv venv --python ${{ matrix.python }} /tmp/venv
-          uv pip install --python /tmp/venv/bin/python --only-binary=:all: --find-links dist lance-csr pytest pandas
-          cp -r python/python/tests /tmp/tests && cd /tmp
-          /tmp/venv/bin/python -I -m pytest /tmp/tests -q -p no:cacheprovider
-
-  # Single required check: a release may only use artifacts from a run where every
-  # target built and installed cleanly.
-  complete:
-    needs: [build, install-check]
-    runs-on: ubuntu-24.04
-    steps:
-      - run: echo "all wheel targets built and verified"
diff --git a/README.md b/README.md
index 124cda4..6e34bb0 100644
--- a/README.md
+++ b/README.md
@@ -28,7 +28,16 @@ cargo check
 cargo test
 ```
 
-## Python package quick start
+## Install
+
+```bash
+pip install lance-csr
+```
+
+Prebuilt wheels cover Linux x86-64 and native Apple Silicon (CPython 3.11+); no Rust toolchain is needed.
+See [`python/README.md`](python/README.md) for details and usage.
+
+## Python package quick start (from source)
 
 ```bash
 cd python
diff --git a/ci/check_wheel.py b/ci/check_wheel.py
new file mode 100644
index 0000000..513e021
--- /dev/null
+++ b/ci/check_wheel.py
@@ -0,0 +1,71 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright The lance-csr Authors
+
+"""Exercise the installed binary wheel outside the source tree, without Rust.
+
+Run with ``python -I`` from a clean virtual environment. Covers both table placements
+(Arrow tables in memory, Lance datasets on disk), CSR traversal, shortestPath, and
+``refresh()`` picking up a new Lance version.
+"""
+
+import importlib.metadata
+import shutil
+import sys
+from pathlib import Path
+from tempfile import TemporaryDirectory
+
+import lance
+import pyarrow as pa
+from lance_csr import CypherEngine, GraphConfig, _internal
+
+TWO_HOPS = (
+    "MATCH (a:Person {id: 1})-[:KNOWS]->(b:Person)-[:KNOWS]->(c:Person) "
+    "RETURN c.name AS name"
+)
+SHORTEST = (
+    "MATCH (a:Person {id: 1}), (b:Person {id: 4}) "
+    "MATCH p = shortestPath((a)-[:KNOWS*1..5]-(b)) RETURN length(p) AS hops"
+)
+
+
+def main():
+    assert sys.prefix != sys.base_prefix, "Use a clean virtual environment"
+    assert shutil.which("cargo") is None, "Remove Cargo from the smoke-test PATH"
+    assert shutil.which("rustc") is None, "Remove rustc from the smoke-test PATH"
+    extension = Path(_internal.__file__).resolve()
+    assert extension.is_relative_to(Path(sys.prefix).resolve()), extension
+
+    config = (
+        GraphConfig.builder()
+        .with_node_label("Person", "id")
+        .with_relationship("KNOWS", "src", "dst")
+        .build()
+    )
+    people = pa.table({"id": [1, 2, 3, 4], "name": ["Alice", "Bob", "Carol", "Dave"]})
+    knows = pa.table({"src": [1, 2, 3], "dst": [2, 3, 4]})
+    with TemporaryDirectory() as root:
+        on_disk = {
+            "Person": lance.write_dataset(people, Path(root) / "person.lance"),
+            "KNOWS": lance.write_dataset(knows, Path(root) / "knows.lance"),
+        }
+        for datasets in ({"Person": people, "KNOWS": knows}, on_disk):
+            engine = CypherEngine(config, datasets, use_csr=True)
+            assert engine.execute(TWO_HOPS).to_pylist() == [{"name": "Carol"}]
+            assert engine.execute(SHORTEST).to_pylist() == [{"hops": 3}]
+        # The last engine reads Lance datasets: refresh() follows an appended version.
+        appended = pa.table({"src": [4], "dst": [1]})
+        lance.write_dataset(appended, Path(root) / "knows.lance", mode="append")
+        engine.refresh()
+        got = engine.execute(
+            "MATCH (a:Person {id: 4})-[:KNOWS]->(b:Person) RETURN b.id AS id"
+        )
+        assert got.to_pylist() == [{"id": 1}]
+    print(
+        f"Installed lance-csr {importlib.metadata.version('lance-csr')} wheel passed "
+        f"in-memory, on-disk, CSR, shortestPath and refresh checks on Python "
+        f"{sys.version.split()[0]} without Rust"
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/python/README.md b/python/README.md
index 12ae428..96a60e8 100644
--- a/python/README.md
+++ b/python/README.md
@@ -6,12 +6,20 @@ endorsed by the lance-graph maintainers.
 
 ## Installation
 
-Not published. Install a locally built wheel (no Rust toolchain needed):
+```bash
+pip install lance-csr
+```
+
+Prebuilt wheels are published for Linux x86-64 (glibc 2.28 or newer: RHEL 8, Ubuntu 20.04 and later)
+and native Apple Silicon (macOS 11 or newer), for CPython 3.11 and later. Installing from a wheel needs
+no Rust toolchain; to make sure pip never falls back to compiling from source, use:
 
 ```bash
-uv pip install --only-binary=:all: /path/to/lance_csr-<version>-<tags>.whl
+pip install --only-binary=:all: lance-csr
 ```
 
+Other platforms install from the source distribution, which needs Rust and `protoc`.
+
 ## Quick Start
 
 ### 1. Simple Cypher Query

From 07126e4d13666cce00bf1dc9230eeb3c7253fc18 Mon Sep 17 00:00:00 2001
From: prrao87 <prrao87@gmail.com>
Date: Fri, 23 Oct 2026 21:35:56 -0400
Subject: [PATCH 3/7] ci: install clippy and rustfmt with the pinned toolchain

rust-toolchain.toml pins 1.96.0, which overrides the toolchain the style
workflow installs; that toolchain had no clippy component, so the clippy
job failed before linting anything.
---
 rust-toolchain.toml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/rust-toolchain.toml b/rust-toolchain.toml
index 0f87b44..b60a6a0 100644
--- a/rust-toolchain.toml
+++ b/rust-toolchain.toml
@@ -1,2 +1,4 @@
 [toolchain]
 channel = "1.96.0"
+# Installed with the toolchain, so CI's clippy and fmt checks work on the pinned version.
+components = ["clippy", "rustfmt"]

From 8e17181dc348bcaab6b9b4282bdf02886c22f9f5 Mon Sep 17 00:00:00 2001
From: prrao87 <prrao87@gmail.com>
Date: Fri, 23 Oct 2026 21:57:24 -0400
Subject: [PATCH 4/7] ci: drop duplicate rust test jobs and check the whole
 workspace

Build duplicated Rust Tests, and the coverage job uploaded to an
unconfigured Codecov. Test, lint and format every workspace crate, point
the Rust cache at the real target directories, and run Python Tests when
any crate changes.
---
 .github/workflows/build.yml          | 54 -------------------------
 .github/workflows/python-publish.yml |  8 ++--
 .github/workflows/python-test.yml    | 13 +++---
 .github/workflows/rust-test.yml      | 59 ++++------------------------
 .github/workflows/style.yml          |  9 ++---
 5 files changed, 20 insertions(+), 123 deletions(-)
 delete mode 100644 .github/workflows/build.yml

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
deleted file mode 100644
index ff70e1b..0000000
--- a/.github/workflows/build.yml
+++ /dev/null
@@ -1,54 +0,0 @@
-name: Build
-on:
-  push:
-    branches:
-      - main
-  pull_request:
-    paths:
-      - crates/**
-      - Cargo.toml
-      - Cargo.lock
-      - .github/workflows/build.yml
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: true
-
-env:
-  CARGO_TERM_COLOR: always
-  RUSTFLAGS: "-C debuginfo=1"
-  RUST_BACKTRACE: "1"
-  CARGO_INCREMENTAL: "0"
-
-jobs:
-  linux-build:
-    runs-on: ubuntu-24.04
-    timeout-minutes: 30
-    strategy:
-      matrix:
-        toolchain:
-          - stable
-    steps:
-      - uses: actions/checkout@v4
-      - name: Setup rust toolchain
-        run: |
-          rustup toolchain install ${{ matrix.toolchain }}
-          rustup default ${{ matrix.toolchain }}
-      - uses: Swatinem/rust-cache@v2
-        with:
-          shared-key: "lance-graph-deps"
-          workspaces: |
-            crates/lance-graph
-            crates/lance-graph-python
-      - name: Install dependencies
-        run: |
-          sudo apt update
-          sudo apt install -y protobuf-compiler
-      - name: Build
-        run: cargo build --manifest-path crates/lance-graph/Cargo.toml
-      - name: Build tests
-        run: cargo test --manifest-path crates/lance-graph/Cargo.toml --no-run
-      - name: Run tests
-        run: cargo test --manifest-path crates/lance-graph/Cargo.toml
-      - name: Check benchmarks
-        run: cargo check --manifest-path crates/lance-graph/Cargo.toml --benches
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index cf7f44e..d55f34b 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -52,7 +52,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
 
       - name: Install build dependencies
         run: |
@@ -102,7 +102,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
 
       - name: Install build dependencies
         run: brew install protobuf
@@ -130,7 +130,7 @@ jobs:
           if-no-files-found: error
 
   test:
-    # The wheels are abi3 (CPython 3.11+), so each platform's single wheel is tested on
+    # The wheels are abi3 (CPython 3.12+), so each platform's single wheel is tested on
     # every supported Python, in a clean environment with Rust removed from PATH: a wheel
     # that silently needed compiling would fail here.
     needs: [build-linux, build-macos]
@@ -138,7 +138,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-24.04, macos-14]
-        python: ["3.11", "3.12", "3.13"]
+        python: ["3.12", "3.13", "3.14"]
     runs-on: ${{ matrix.os }}
     timeout-minutes: 30
     steps:
diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml
index 6a049c6..ca80244 100644
--- a/.github/workflows/python-test.yml
+++ b/.github/workflows/python-test.yml
@@ -6,7 +6,7 @@ on:
   pull_request:
     paths:
       - python/**
-      - crates/lance-graph/**
+      - crates/**
       - Cargo.toml
       - Cargo.lock
       - .github/workflows/python-test.yml
@@ -26,7 +26,7 @@ jobs:
     timeout-minutes: 30
     strategy:
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
@@ -37,10 +37,9 @@ jobs:
         uses: actions-rust-lang/setup-rust-toolchain@v1
       - uses: Swatinem/rust-cache@v2
         with:
-          shared-key: "lance-graph-deps"
-          workspaces: |
-            crates/lance-graph
-            crates/lance-graph-python
+          shared-key: "lance-csr-python"
+          # maturin builds the bindings crate, which sits outside the workspace.
+          workspaces: crates/lance-graph-python
       - name: Install dependencies
         run: |
           sudo apt update
@@ -81,7 +80,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: "3.11"
+          python-version: "3.12"
       - name: Install uv
         uses: astral-sh/setup-uv@v3
       - name: Install linting tools
diff --git a/.github/workflows/rust-test.yml b/.github/workflows/rust-test.yml
index 1d56089..44edee0 100644
--- a/.github/workflows/rust-test.yml
+++ b/.github/workflows/rust-test.yml
@@ -24,64 +24,19 @@ jobs:
   test:
     runs-on: ubuntu-24.04
     timeout-minutes: 30
-    strategy:
-      matrix:
-        toolchain:
-          - stable
     steps:
+      # rust-toolchain.toml selects the toolchain.
       - uses: actions/checkout@v4
-      - name: Setup rust toolchain
-        run: |
-          rustup toolchain install ${{ matrix.toolchain }}
-          rustup default ${{ matrix.toolchain }}
       - uses: Swatinem/rust-cache@v2
         with:
-          shared-key: "lance-graph-deps"
-          workspaces: |
-            crates/lance-graph
-            crates/lance-graph-python
+          shared-key: "lance-csr-deps"
       - name: Install dependencies
         run: |
           sudo apt update
           sudo apt install -y protobuf-compiler
       - name: Build tests
-        run: cargo test --manifest-path crates/lance-graph/Cargo.toml --no-run
-      - name: Run unit tests
-        run: cargo test --manifest-path crates/lance-graph/Cargo.toml --lib
-      - name: Run integration tests
-        run: cargo test --manifest-path crates/lance-graph/Cargo.toml --tests
-      - name: Run doc tests
-        run: cargo test --manifest-path crates/lance-graph/Cargo.toml --doc
-
-  test-with-coverage:
-    runs-on: ubuntu-24.04
-    timeout-minutes: 30
-    steps:
-      - uses: actions/checkout@v4
-      - name: Setup rust toolchain
-        run: |
-          rustup toolchain install stable
-          rustup default stable
-      - uses: Swatinem/rust-cache@v2
-        with:
-          shared-key: "lance-graph-deps"
-          workspaces: |
-            crates/lance-graph
-            crates/lance-graph-python
-      - name: Install dependencies
-        run: |
-          sudo apt update
-          sudo apt install -y protobuf-compiler
-      - name: Install cargo-llvm-cov
-        uses: taiki-e/install-action@cargo-llvm-cov
-      - name: Run tests with coverage
-        env:
-          CARGO_BUILD_JOBS: "2"
-        run: |
-          cargo llvm-cov --manifest-path crates/lance-graph/Cargo.toml --lib --lcov --output-path lcov.info
-      - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v4
-        with:
-          files: lcov.info
-          flags: rust-unittests
-          fail_ci_if_error: false
+        run: cargo test --workspace --no-run
+      - name: Run tests
+        run: cargo test --workspace
+      - name: Check benchmarks
+        run: cargo check -p lance-graph-benches --benches
diff --git a/.github/workflows/style.yml b/.github/workflows/style.yml
index d240ff7..40b3e0f 100644
--- a/.github/workflows/style.yml
+++ b/.github/workflows/style.yml
@@ -28,7 +28,7 @@ jobs:
         with:
           components: rustfmt
       - name: Check formatting
-        run: cargo fmt --manifest-path crates/lance-graph/Cargo.toml -- --check
+        run: cargo fmt --all --check
 
   clippy:
     runs-on: ubuntu-24.04
@@ -37,16 +37,13 @@ jobs:
       - uses: actions/checkout@v4
       - uses: Swatinem/rust-cache@v2
         with:
-          shared-key: "lance-graph-deps"
-          workspaces: |
-            crates/lance-graph
-            crates/lance-graph-python
+          shared-key: "lance-csr-deps"
       - name: Install dependencies
         run: |
           sudo apt update
           sudo apt install -y protobuf-compiler
       - name: Clippy
-        run: cargo clippy --manifest-path crates/lance-graph/Cargo.toml --all-targets -- -D warnings
+        run: cargo clippy --workspace --all-targets -- -D warnings
 
   typos:
     name: Spell Check

From 6b96bcd3e349301ef521f49e4c6052cdab6de5ea Mon Sep 17 00:00:00 2001
From: prrao87 <prrao87@gmail.com>
Date: Fri, 23 Oct 2026 21:57:24 -0400
Subject: [PATCH 5/7] build: require python 3.12 or newer

Build abi3-py312 wheels and test them on CPython 3.12, 3.13 and 3.14.
---
 AGENTS.md                            | 2 +-
 README.md                            | 6 +++---
 crates/lance-graph-python/Cargo.toml | 2 +-
 python/DEVELOPMENT.md                | 2 +-
 python/Makefile                      | 2 +-
 python/README.md                     | 6 +++---
 python/pyproject.toml                | 5 +++--
 python/uv.lock                       | 2 +-
 8 files changed, 14 insertions(+), 13 deletions(-)

diff --git a/AGENTS.md b/AGENTS.md
index c2bcc8a..deb11b4 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -11,7 +11,7 @@
 ## Build, Test, and Development Commands
 - `cargo check` / `cargo test --all` (run inside `crates/lance-graph`) validate Rust code paths.
 - `cargo bench --bench graph_execution -p lance-graph-benches` measures performance-critical changes; include shortened runs with `--warm-up-time 1`.
-- `uv venv --python 3.11 .venv` and `uv pip install -e '.[tests]'` bootstrap the Python workspace.
+- `uv venv --python 3.12 .venv` and `uv pip install -e '.[tests]'` bootstrap the Python workspace.
 - `maturin develop` rebuilds the extension after Rust edits; `pytest python/python/tests/ -v` exercises Python bindings.
 - `make lint` (in `python/`) runs `ruff`, formatting checks, and `pyright`.
 
diff --git a/README.md b/README.md
index 6e34bb0..7f6516b 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@ issue #92.
 ## Prerequisites
 
 - Rust toolchain (1.82 or newer recommended)
-- Python 3.11
+- Python 3.12 or newer
 - [`uv`](https://docs.astral.sh/uv/) available on your `PATH`
 
 ## Rust crate quick start
@@ -34,14 +34,14 @@ cargo test
 pip install lance-csr
 ```
 
-Prebuilt wheels cover Linux x86-64 and native Apple Silicon (CPython 3.11+); no Rust toolchain is needed.
+Prebuilt wheels cover Linux x86-64 and native Apple Silicon (CPython 3.12+); no Rust toolchain is needed.
 See [`python/README.md`](python/README.md) for details and usage.
 
 ## Python package quick start (from source)
 
 ```bash
 cd python
-uv venv --python 3.11 .venv      # create the local virtualenv
+uv venv --python 3.12 .venv      # create the local virtualenv
 source .venv/bin/activate         # activate the virtual environment
 uv pip install 'maturin[patchelf]' # install build tool
 uv pip install -e '.[tests]'     # editable install with test extras
diff --git a/crates/lance-graph-python/Cargo.toml b/crates/lance-graph-python/Cargo.toml
index 9c231fc..71c49ef 100644
--- a/crates/lance-graph-python/Cargo.toml
+++ b/crates/lance-graph-python/Cargo.toml
@@ -20,5 +20,5 @@ lance = "13.0.0"
 lance-graph = { path = "../lance-graph" }
 serde = { version = "1", features = ["derive"] }
 serde_json = "1"
-pyo3 = { version = "0.28", features = ["extension-module", "abi3-py311", "py-clone"] }
+pyo3 = { version = "0.28", features = ["extension-module", "abi3-py312", "py-clone"] }
 tokio = { version = "1.37", features = ["rt-multi-thread", "macros"] }
diff --git a/python/DEVELOPMENT.md b/python/DEVELOPMENT.md
index d18e2ae..7c9a9c3 100644
--- a/python/DEVELOPMENT.md
+++ b/python/DEVELOPMENT.md
@@ -12,7 +12,7 @@ Recommended uv workflow:
 
 ```shell
 cd python
-uv venv --python 3.11 .venv
+uv venv --python 3.12 .venv
 source .venv/bin/activate
 uv pip install maturin[patchelf]
 uv pip install -e '.[tests]'
diff --git a/python/Makefile b/python/Makefile
index aa0f18c..70f5b47 100644
--- a/python/Makefile
+++ b/python/Makefile
@@ -1,5 +1,5 @@
 UV ?= uv
-PYTHON ?= 3.11
+PYTHON ?= 3.12
 PYTEST_ARGS ?= -vv -s
 
 export PATH := $(HOME)/.local/bin:$(PATH)
diff --git a/python/README.md b/python/README.md
index 96a60e8..6537d3f 100644
--- a/python/README.md
+++ b/python/README.md
@@ -11,7 +11,7 @@ pip install lance-csr
 ```
 
 Prebuilt wheels are published for Linux x86-64 (glibc 2.28 or newer: RHEL 8, Ubuntu 20.04 and later)
-and native Apple Silicon (macOS 11 or newer), for CPython 3.11 and later. Installing from a wheel needs
+and native Apple Silicon (macOS 11 or newer), for CPython 3.12 and later. Installing from a wheel needs
 no Rust toolchain; to make sure pip never falls back to compiling from source, use:
 
 ```bash
@@ -182,7 +182,7 @@ r2 = engine.execute(
 
 ## Requirements
 
-- Python 3.11 or 3.12 (tested); macOS arm64 or Linux x86-64
+- Python 3.12 or newer (3.12, 3.13 and 3.14 tested); macOS arm64 or Linux x86-64
 - `pylance` 13.x for writing Lance datasets
 
 ## Contributing
@@ -191,7 +191,7 @@ r2 = engine.execute(
 
 ```bash
 cd python
-uv venv --python 3.11 .venv
+uv venv --python 3.12 .venv
 source .venv/bin/activate
 uv pip install maturin[patchelf]
 uv pip install -e '.[tests]'
diff --git a/python/pyproject.toml b/python/pyproject.toml
index b58aea1..768c0fe 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -9,7 +9,7 @@ description = "Cypher graph queries over Lance datasets, built on DataFusion wit
 authors = [{ name = "Lance Devs", email = "dev@lancedb.com" }]
 license = { file = "LICENSE" }
 readme = "README.md"
-requires-python = ">=3.11"
+requires-python = ">=3.12"
 keywords = ["graph", "cypher", "lance", "arrow"]
 categories = ["database", "science"]
 classifiers = [
@@ -21,8 +21,9 @@ classifiers = [
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
     "Programming Language :: Python :: 3 :: Only",
-    "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
     "Programming Language :: Rust",
     "Topic :: Scientific/Engineering",
 ]
diff --git a/python/uv.lock b/python/uv.lock
index af569de..eb96ed5 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -1,6 +1,6 @@
 version = 1
 revision = 5
-requires-python = ">=3.11"
+requires-python = ">=3.12"
 resolution-markers = [
     "python_full_version >= '3.14' and sys_platform == 'win32'",
     "python_full_version >= '3.14' and sys_platform == 'emscripten'",

From adcb5e55b3b241fb3d6bf9b28e8d80de72409b1b Mon Sep 17 00:00:00 2001
From: prrao87 <prrao87@gmail.com>
Date: Fri, 23 Oct 2026 21:57:57 -0400
Subject: [PATCH 6/7] docs: explain the CSR index, fork changes and credits in
 the readme

---
 README.md | 42 +++++++++++++++++++++++++++++++++++++-----
 1 file changed, 37 insertions(+), 5 deletions(-)

diff --git a/README.md b/README.md
index 7f6516b..6315ae0 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,41 @@
 # lance-csr
 
-A fork of [lance-graph](https://github.com/lance-format/lance-graph): a Cypher graph query engine over Lance
-datasets, built in Rust on Apache DataFusion, with Python bindings. It adds a CSR adjacency index for fast
-traversal, a lazy and refreshable engine over Lance snapshots, and much wider Cypher support. Not affiliated with
-or endorsed by the lance-graph maintainers.
+lance-csr is a Cypher graph query engine over [Lance](https://lancedb.github.io/lance/) datasets, built in Rust on
+Apache DataFusion, with Python bindings. It is a fork of [lance-graph](https://github.com/lance-format/lance-graph)
+and a research test bed: it pushes the limits of CSR indexes and DataFusion on top of the Lance format, with the
+goal of making multi-hop path traversal fast.
+
+## Why a CSR
+
+lance-graph runs each relationship hop as a join between the edge and node tables. A multi-hop query repeats that
+join at every hop, building a hash table and materializing every intermediate path each time.
+[Compressed sparse row (CSR)](https://en.wikipedia.org/wiki/Sparse_matrix#Compressed_sparse_row_(CSR,_CRS_or_Yale_format))
+is the standard compact layout for a sparse matrix, and so for a graph's adjacency: an offsets array indexed by node
+points into one array of neighbor ids, so each node's neighbors sit next to each other. Expanding a hop becomes an
+array lookup per node instead of a join. lance-csr builds this index from the relationship tables and runs it inside
+DataFusion as extension operators, falling back to a join for any hop the CSR can't express.
+
+## What this fork adds
+
+- **CSR traversal** (`use_csr=True`) for single hops and variable-length paths, directed or undirected, updated
+  incrementally when the underlying Lance datasets change.
+- **A Lance-native engine** that keeps each table either on disk (read lazily from a Lance snapshot) or in memory,
+  and `refresh()`es to new dataset versions.
+- **Smarter planning**: patterns start at their most selective node, and DataFusion gets column statistics to size
+  its joins.
+- **Much wider Cypher**, enough for all 14 LDBC Interactive complex queries: `OPTIONAL MATCH`, `EXISTS`, chained
+  `WITH`, relationship alternation, `shortestPath` and more.
+- **Correctness fixes** to behavior inherited from lance-graph (for example, undirected patterns dropped incoming
+  edges), each with a regression test.
+- **Current dependencies** (Lance 13, DataFusion 54, Arrow 58, PyO3 0.28), with Delta Lake and Unity Catalog support
+  removed.
+
+## Credits
+
+lance-csr exists thanks to the maintainers and contributors of lance-graph, who built the foundation it stands on:
+the Cypher parser, semantic analysis, the DataFusion planner, the graph configuration and the Python bindings.
+See [`NOTICE`](NOTICE) for the fork point. lance-csr is not affiliated with or endorsed by the lance-graph
+maintainers.
 
 This repository contains:
 
@@ -16,7 +48,7 @@ issue #92.
 
 ## Prerequisites
 
-- Rust toolchain (1.82 or newer recommended)
+- Rust toolchain (`rust-toolchain.toml` pins the version; rustup installs it automatically)
 - Python 3.12 or newer
 - [`uv`](https://docs.astral.sh/uv/) available on your `PATH`
 

From 217ee006f5f9fac9902d3d3ef13ae7b5d8e5b8bd Mon Sep 17 00:00:00 2001
From: prrao87 <prrao87@gmail.com>
Date: Fri, 23 Oct 2026 21:59:04 -0400
Subject: [PATCH 7/7] nit

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6315ae0..0c9d964 100644
--- a/README.md
+++ b/README.md
@@ -34,7 +34,7 @@ DataFusion as extension operators, falling back to a join for any hop the CSR ca
 
 lance-csr exists thanks to the maintainers and contributors of lance-graph, who built the foundation it stands on:
 the Cypher parser, semantic analysis, the DataFusion planner, the graph configuration and the Python bindings.
-See [`NOTICE`](NOTICE) for the fork point. lance-csr is not affiliated with or endorsed by the lance-graph
+See [`NOTICE`](NOTICE) for the fork point.
 maintainers.
 
 This repository contains: