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Author SHA1 Message Date
Ayush Chaurasia 0c9f7c2bba update 2026-05-05 13:07:32 +05:30
Ayush Chaurasia 049a689a1c feat(python): add public Permutation.fetch(indices) API
Adds a public method that mirrors __getitems__ for batch index access,
so users do not have to call a dunder directly when implementing custom
torch datasets.

Closes lancedb/lancedb#3243
2026-04-29 22:13:42 +05:30
325 changed files with 13570 additions and 68048 deletions
-20
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@@ -1,20 +0,0 @@
{
"name": "lancedb",
"interface": {
"displayName": "LanceDB"
},
"plugins": [
{
"name": "lancedb",
"source": {
"source": "local",
"path": "./plugins/lancedb"
},
"policy": {
"installation": "AVAILABLE",
"authentication": "ON_INSTALL"
},
"category": "Developer Tools"
}
]
}
-11
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@@ -1,11 +0,0 @@
# Agent Skills
This directory contains repo-scoped code agent skills for the LanceDB project.
Each skill is a folder that contains a required `SKILL.md` and optional bundled resources.
Codex discovers skills from `.agents/skills` in the current working directory and parent directories.
The `lancedb` skill lives in the `plugins/lancedb` plugin (see `plugins/lancedb/skills/lancedb`)
so it can be installed via the plugin marketplaces (`.claude-plugin/marketplace.json` and
`.agents/plugins/marketplace.json`); the `lancedb` entry here is a symlink into that plugin.
-1
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@@ -1 +0,0 @@
../../plugins/lancedb/skills/lancedb
@@ -1,98 +0,0 @@
---
name: lancedb-update-lance-dependency
description: Update LanceDB to a specific Lance release or tag. Use when bumping Lance dependencies in the lancedb repository, including Rust workspace Lance crates, Java lance-core, validation, branch creation, commit, push, and PR creation when requested.
---
# LanceDB Update Lance Dependency
## Scope
Use this skill in the `lancedb/lancedb` repository when updating the Lance dependency to a specific Lance version or tag.
Inputs can be a version (`7.2.0-beta.1`), a tag (`v7.2.0-beta.1`), a tag ref (`refs/tags/v7.2.0-beta.1`), or `latest`.
## Workflow
1. Confirm the worktree status with `git status --short`.
2. Resolve the target Lance version:
- If the input is `latest`, empty, or omitted, run:
```bash
python3 ci/check_lance_release.py
```
Parse the JSON output. If `needs_update` is not `true`, stop without creating a PR. Otherwise use `latest_tag`.
- If the input is explicit, use it directly.
3. Compute update metadata without changing files:
```bash
python3 ci/update_lance_dependency.py "$TAG_OR_VERSION" --metadata-only
```
Before making changes, check for an existing open PR with the emitted `pr_title`:
```bash
gh pr list --search "\"$PR_TITLE\" in:title" --state open --limit 1 --json number,url,title
```
If a matching open PR exists, stop and report it instead of creating a duplicate.
4. Run the deterministic update entrypoint:
```bash
python3 ci/update_lance_dependency.py "$TAG_OR_VERSION"
```
This updates the Rust workspace Lance dependencies through `ci/set_lance_version.py`, updates `java/pom.xml`, refreshes Cargo metadata, and prints JSON metadata containing `branch_name`, `commit_message`, and `pr_title`.
5. Run validation:
```bash
cargo clippy --quiet --workspace --tests --all-features -- -D warnings
cargo fmt --all --quiet
```
Fix real diagnostics and rerun clippy until it succeeds. Do not skip warnings.
6. Inspect `git status --short` and `git diff` to ensure only the Lance dependency update and required compatibility fixes are present.
7. If the task only asks to prepare local changes, stop here and report the changed files and validation result.
8. If the task asks to publish the update, create a branch using the printed `branch_name`, stage all relevant files, and commit using the printed `commit_message`. Do not amend or rewrite existing commits.
9. Push to `origin`. Before creating the PR, check that the current token has push permission:
```bash
gh api repos/lancedb/lancedb --jq .permissions.push
```
If the remote branch already exists for the same generated branch name, delete the remote ref with `gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/$BRANCH_NAME`, then push. Do not force-push.
10. Create a PR targeting `main` with the printed `pr_title`. If there is no PR template, keep the body to two or three concise sentences: state the Lance dependency bump, note any required compatibility fixes, and link the triggering Lance tag or release.
11. Read back the remote PR title after creation. If it is not a Conventional Commit title, fix it immediately.
12. When running in GitHub Actions after creating the LanceDB PR, trigger the Sophon dependency update:
```bash
gh workflow run codex-bump-lancedb-lance.yml \
--repo lancedb/sophon \
-f lance_ref="$LANCE_TAG" \
-f lancedb_ref="$BRANCH_NAME"
gh run list --repo lancedb/sophon --workflow codex-bump-lancedb-lance.yml --limit 1 --json databaseId,url,displayTitle
```
Use the emitted metadata `tag` value as `LANCE_TAG`. Do this only after a new LanceDB PR has been created. If the update was skipped because no update is needed or an open PR already exists, do not trigger Sophon.
## GitHub Actions
When this skill is used from GitHub Actions, `TAG`, `GH_TOKEN`, and `GITHUB_TOKEN` may already be set. Resolve `latest` first when `TAG` is empty. Once an explicit tag or version is known, use:
```bash
python3 ci/update_lance_dependency.py "$TAG" --github-output "$GITHUB_OUTPUT"
```
Then use the emitted `branch_name`, `commit_message`, and `pr_title` values for branch, commit, and PR creation.
+1 -10
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@@ -1,5 +1,5 @@
[tool.bumpversion]
current_version = "0.37.1-beta.0"
current_version = "0.28.0-beta.10"
parse = """(?x)
(?P<major>0|[1-9]\\d*)\\.
(?P<minor>0|[1-9]\\d*)\\.
@@ -23,8 +23,6 @@ allow_dirty = true
commit = true
message = "Bump version: {current_version} → {new_version}"
commit_args = ""
# bump-my-version >=1.4.0 rejects pre_commit_hooks containing shell syntax unless opted in.
allow_shell_hooks = true
# Java maven files
pre_commit_hooks = [
@@ -75,13 +73,6 @@ filename = "nodejs/Cargo.toml"
replace = "\nversion = \"{new_version}\""
search = "\nversion = \"{current_version}\""
# The Python package takes its version from here (pyproject.toml declares
# `dynamic = ["version"]`, so maturin reads it out of the crate manifest).
[[tool.bumpversion.files]]
filename = "python/Cargo.toml"
replace = "\nversion = \"{new_version}\""
search = "\nversion = \"{current_version}\""
# Java documentation
[[tool.bumpversion.files]]
filename = "docs/src/java/java.md"
-19
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@@ -1,19 +0,0 @@
{
"name": "lancedb",
"owner": {
"name": "LanceDB"
},
"description": "LanceDB plugins for Claude Code.",
"plugins": [
{
"name": "lancedb",
"source": "./plugins/lancedb",
"description": "Write, review, debug, and document LanceDB pipelines in Python and TypeScript that work across local LanceDB OSS tables and remote LanceDB Enterprise/Cloud tables.",
"version": "0.1.0",
"author": {
"name": "LanceDB"
},
"category": "development"
}
]
}
@@ -27,31 +27,19 @@ runs:
# Extract failed job names
FAILED_JOBS=$(echo "$JOB_RESULTS" | jq -r 'to_entries | map(select(.value.result == "failure")) | map(.key) | join(", ")')
TITLE="$WORKFLOW_NAME Failed ($FAILED_JOBS)"
# This action now also runs on nightly schedules, so a breakage that
# persists for a few days would otherwise file one issue per night.
# Comment on the open report instead when one already exists.
EXISTING=$(gh issue list --state open --label ci --limit 100 --json number,title \
| jq -r --arg title "$TITLE" 'map(select(.title == $title)) | .[0].number // empty')
if [ -n "$EXISTING" ]; then
gh issue comment "$EXISTING" --body "Failed again: $RUN_URL"
echo "Commented on existing issue #$EXISTING"
else
gh issue create \
--title "$TITLE" \
--body "The workflow **$WORKFLOW_NAME** failed during execution.
# Create issue with workflow name, failed jobs, and run URL
gh issue create \
--title "$WORKFLOW_NAME Failed ($FAILED_JOBS)" \
--body "The workflow **$WORKFLOW_NAME** failed during execution.
**Failed jobs:** $FAILED_JOBS
**Run URL:** $RUN_URL
Please investigate the failed jobs and address any issues." \
--label "ci"
--label "ci"
echo "Issue created successfully"
fi
echo "Issue created successfully"
else
echo "No job failures detected, skipping issue creation"
fi
-16
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@@ -11,24 +11,8 @@ updates:
schedule:
interval: weekly
open-pull-requests-limit: 10
# Only update Cargo.lock, never widen/raise the version requirements in
# Cargo.toml. The goal is keeping the lockfile (and the binaries we ship)
# current on security fixes, not forcing our library's consumers onto
# newer minimum versions.
versioning-strategy: lockfile-only
groups:
rust-minor-patch:
update-types:
- minor
- patch
- package-ecosystem: pip
directory: /python
schedule:
interval: weekly
# Only update uv.lock, never widen version requirements in pyproject.toml.
versioning-strategy: lockfile-only
groups:
python-deps:
patterns:
- "*"
+9 -31
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@@ -18,14 +18,6 @@ inputs:
description: "The manylinux version to build for"
required: false
default: "2_17"
package-name:
description: "Override [project] name in python/pyproject.toml (e.g. 'lancedb-compat'). Default keeps 'lancedb'."
required: false
default: "lancedb"
rustflags:
description: "RUSTFLAGS for the build container, as a single whitespace-free token (e.g. '-Ctarget-cpu=x86-64-v2'). Empty leaves RUSTFLAGS unset, keeping the defaults from .cargo/config.toml."
required: false
default: ""
runs:
using: "composite"
steps:
@@ -35,18 +27,6 @@ runs:
ARM_BUILD: ${{ inputs.arm-build }}
run: |
echo "ARM BUILD: $ARM_BUILD"
- name: Patch package name for variant build
if: ${{ inputs.package-name != 'lancedb' }}
shell: bash
env:
PACKAGE_NAME: ${{ inputs.package-name }}
run: |
# Swap the [project] name so this build produces e.g. lancedb-compat
# wheels. The package still installs files under the lancedb/
# namespace -- import lancedb still works after pip install.
sed -i.bak 's/^name = "lancedb"$/name = "'"$PACKAGE_NAME"'"/' python/pyproject.toml
rm -f python/pyproject.toml.bak
grep '^name = ' python/pyproject.toml
- name: Build x86_64 Manylinux wheel
if: ${{ inputs.arm-build == 'false' }}
uses: PyO3/maturin-action@v1
@@ -54,16 +34,15 @@ runs:
maturin-version: "1.12.4"
command: build
working-directory: python
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/' -e PROTOC=/usr/local/bin/protoc ${{ inputs.rustflags != '' && format('-e RUSTFLAGS={0}', inputs.rustflags) || '' }}"
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
target: x86_64-unknown-linux-gnu
manylinux: ${{ inputs.manylinux }}
args: ${{ inputs.args }}
before-script-linux: |
set -e
curl -fsSL https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-x86_64.zip -o /tmp/protoc.zip
unzip /tmp/protoc.zip -d /usr/local
rm /tmp/protoc.zip
/usr/local/bin/protoc --version
curl -L https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-$(uname -m).zip > /tmp/protoc.zip \
&& unzip /tmp/protoc.zip -d /usr/local \
&& rm /tmp/protoc.zip
- name: Build Arm Manylinux Wheel
if: ${{ inputs.arm-build == 'true' }}
uses: PyO3/maturin-action@v1
@@ -71,14 +50,13 @@ runs:
maturin-version: "1.12.4"
command: build
working-directory: python
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/' -e PROTOC=/usr/local/bin/protoc ${{ inputs.rustflags != '' && format('-e RUSTFLAGS={0}', inputs.rustflags) || '' }}"
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
target: aarch64-unknown-linux-gnu
manylinux: ${{ inputs.manylinux }}
args: ${{ inputs.args }}
before-script-linux: |
set -e
yum install -y clang
curl -fsSL https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-aarch_64.zip -o /tmp/protoc.zip
unzip /tmp/protoc.zip -d /usr/local
rm /tmp/protoc.zip
/usr/local/bin/protoc --version
yum install -y clang \
&& curl -L https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-aarch_64.zip > /tmp/protoc.zip \
&& unzip /tmp/protoc.zip -d /usr/local \
&& rm /tmp/protoc.zip
@@ -29,3 +29,7 @@ runs:
args: ${{ inputs.args }}
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
working-directory: python
- uses: actions/upload-artifact@v4
with:
name: windows-wheels
path: python\target\wheels
+3 -2
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@@ -6,6 +6,7 @@ on:
# We don't publish pre-releases for Rust. Crates.io is just a source
# distribution, so we don't need to publish pre-releases.
- "v*-beta*"
- "*-v*" # for example, python-vX.Y.Z
env:
# This env var is used by Swatinem/rust-cache@v2 for the cache
@@ -24,7 +25,7 @@ jobs:
# Only runs on tags that matches the make-release action
if: startsWith(github.ref, 'refs/tags/v')
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
- uses: Swatinem/rust-cache@v2
with:
workspaces: rust
@@ -46,7 +47,7 @@ jobs:
contents: read
issues: write
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
- uses: ./.github/actions/create-failure-issue
with:
job-results: ${{ toJSON(needs) }}
+5 -11
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@@ -36,18 +36,16 @@ jobs:
echo "guidelines = ${{ inputs.guidelines }}"
- name: Checkout Repo
uses: actions/checkout@v6
uses: actions/checkout@v4
with:
ref: ${{ inputs.branch }}
fetch-depth: 0
persist-credentials: true
- name: Set up Node.js
uses: actions/setup-node@v6
uses: actions/setup-node@v4
with:
# pnpm 11 (used by the nodejs install step below) requires
# Node >= 22.13; use 24 since 22 hits EOL in October.
node-version: 24
node-version: 20
- name: Install Codex CLI
run: npm install -g @openai/codex
@@ -81,14 +79,10 @@ jobs:
java-version: '11'
cache: maven
- name: Setup pnpm
uses: pnpm/action-setup@v6
with:
version: 11.1.1
- name: Install Node.js dependencies for TypeScript bindings
run: |
cd nodejs
pnpm install --frozen-lockfile
npm ci
- name: Configure git user
run: |
@@ -143,7 +137,7 @@ jobs:
- For Rust test failures: Run the specific test with "cargo test -p <crate> <test_name>"
- For Python test failures: Build with "cd python && maturin develop" then run "pytest <specific_test_file>::<test_name>"
- For Java test failures: Run "cd java && mvn test -Dtest=<TestClass>#<testMethod>"
- For TypeScript test failures: Run "cd nodejs && pnpm build && pnpm test -- --testNamePattern='<test_name>'"
- For TypeScript test failures: Run "cd nodejs && npm run build && npm test -- --testNamePattern='<test_name>'"
- Do NOT run the full test suite - only run the tests that were failing
7. If the additional guidelines are provided, follow them as well.
@@ -4,16 +4,14 @@ on:
workflow_call:
inputs:
tag:
description: "Tag name from Lance. If omitted, the skill will use the latest Lance release that needs an update."
required: false
default: ""
description: "Tag name from Lance"
required: true
type: string
workflow_dispatch:
inputs:
tag:
description: "Tag name from Lance. Leave empty to use the latest Lance release that needs an update."
required: false
default: ""
description: "Tag name from Lance"
required: true
type: string
permissions:
@@ -27,16 +25,16 @@ jobs:
steps:
- name: Show inputs
run: |
echo "tag = ${{ inputs.tag || 'latest' }}"
echo "tag = ${{ inputs.tag }}"
- name: Checkout Repo LanceDB
uses: actions/checkout@v6
uses: actions/checkout@v4
with:
fetch-depth: 0
persist-credentials: true
- name: Set up Node.js
uses: actions/setup-node@v6
uses: actions/setup-node@v4
with:
node-version: 20
@@ -73,21 +71,65 @@ jobs:
OPENAI_API_KEY: ${{ secrets.CODEX_TOKEN }}
run: |
set -euo pipefail
TARGET_TAG="${TAG:-latest}"
VERSION="${TAG#refs/tags/}"
VERSION="${VERSION#v}"
BRANCH_NAME="codex/update-lance-${VERSION//[^a-zA-Z0-9]/-}"
# Use "chore" for beta/rc versions, "feat" for stable releases
if [[ "${VERSION}" == *beta* ]] || [[ "${VERSION}" == *rc* ]]; then
COMMIT_TYPE="chore"
else
COMMIT_TYPE="feat"
fi
cat <<EOF >/tmp/codex-prompt.txt
You are running inside the lancedb repository on a GitHub Actions runner.
You are running inside the lancedb repository on a GitHub Actions runner. Update the Lance dependency to version ${VERSION} and prepare a pull request for maintainers to review.
Use \$lancedb-update-lance-dependency with target "${TARGET_TAG}".
Follow these steps exactly:
1. Use script "ci/set_lance_version.py" to update Lance Rust dependencies. The script already refreshes Cargo metadata, so allow it to finish even if it takes time.
2. Update the Java lance-core dependency version in "java/pom.xml": change the "<lance-core.version>...</lance-core.version>" property to "${VERSION}".
3. Run "cargo clippy --workspace --tests --all-features -- -D warnings". If diagnostics appear, fix them yourself and rerun clippy until it exits cleanly. Do not skip any warnings.
4. After clippy succeeds, run "cargo fmt --all" to format the workspace.
5. Ensure the repository is clean except for intentional changes. Inspect "git status --short" and "git diff" to confirm the dependency update and any required fixes.
6. Create and switch to a new branch named "${BRANCH_NAME}" (replace any duplicated hyphens if necessary).
7. Stage all relevant files with "git add -A". Commit using the message "${COMMIT_TYPE}: update lance dependency to v${VERSION}".
8. Push the branch to origin. If the remote branch already exists, delete it first with "gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/${BRANCH_NAME}" then push with "git push origin ${BRANCH_NAME}". Do NOT use "git push --force" or "git push -f".
9. env "GH_TOKEN" is available, use "gh" tools for github related operations like creating pull request.
10. Create a pull request targeting "main" with title "${COMMIT_TYPE}: update lance dependency to v${VERSION}". First, write the PR body to /tmp/pr-body.md using a heredoc (cat <<'EOF' > /tmp/pr-body.md). The body should summarize the dependency bump, clippy/fmt verification, and link the triggering tag (${TAG}). Then run "gh pr create --body-file /tmp/pr-body.md".
11. After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
Constraints:
- Use env "GH_TOKEN" for GitHub operations.
- Do not merge the pull request.
- Do not force-push.
- Do not create a duplicate pull request if an open PR already exists for the target Lance version.
- If any command fails, diagnose and fix the root cause instead of aborting.
- After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
- Use bash commands; avoid modifying GitHub workflow files other than through the scripted task above.
- Do not merge the PR.
- If any command fails, diagnose and fix the issue instead of aborting.
EOF
printenv OPENAI_API_KEY | codex login --with-api-key
codex --config shell_environment_policy.ignore_default_excludes=true exec --dangerously-bypass-approvals-and-sandbox "$(cat /tmp/codex-prompt.txt)"
- name: Trigger sophon dependency update
env:
TAG: ${{ inputs.tag }}
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
run: |
set -euo pipefail
VERSION="${TAG#refs/tags/}"
VERSION="${VERSION#v}"
LANCEDB_BRANCH="codex/update-lance-${VERSION//[^a-zA-Z0-9]/-}"
echo "Triggering sophon workflow with:"
echo " lance_ref: ${TAG#refs/tags/}"
echo " lancedb_ref: ${LANCEDB_BRANCH}"
gh workflow run codex-bump-lancedb-lance.yml \
--repo lancedb/sophon \
-f lance_ref="${TAG#refs/tags/}" \
-f lancedb_ref="${LANCEDB_BRANCH}"
- name: Show latest sophon workflow run
env:
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
run: |
set -euo pipefail
echo "Latest sophon workflow run:"
gh run list --repo lancedb/sophon --workflow codex-bump-lancedb-lance.yml --limit 1 --json databaseId,url,displayTitle
+1 -1
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@@ -27,7 +27,7 @@ jobs:
name: Verify PR title / description conforms to semantic-release
runs-on: ubuntu-latest
steps:
- uses: actions/setup-node@v6
- uses: actions/setup-node@v4
with:
node-version: "18"
# These rules are disabled because Github will always ensure there
+2 -2
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@@ -35,7 +35,7 @@ jobs:
runs-on: ubuntu-24.04
steps:
- name: Checkout
uses: actions/checkout@v6
uses: actions/checkout@v4
- name: Install dependencies needed for ubuntu
run: |
sudo apt install -y protobuf-compiler libssl-dev
@@ -53,7 +53,7 @@ jobs:
python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .
python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -r ../docs/requirements.txt
- name: Set up node
uses: actions/setup-node@v6
uses: actions/setup-node@v4
with:
node-version: 20
cache: 'npm'
-85
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@@ -1,85 +0,0 @@
name: GitHub Release
# All SDKs share one version, so a single `vX.Y.Z` tag produces a single GitHub
# release covering all of them. The per-package publish workflows (PyPI, NPM,
# Cargo, Maven) trigger off the same tag independently.
on:
push:
tags:
- "v*"
permissions:
contents: read
jobs:
gh-release:
runs-on: ubuntu-latest
permissions:
contents: write
steps:
- uses: actions/checkout@v6
with:
fetch-depth: 0
lfs: true
- name: Extract version
id: extract_version
env:
GITHUB_REF: ${{ github.ref }}
run: |
set -e
echo "Extracting tag and version from $GITHUB_REF"
if [[ $GITHUB_REF =~ refs/tags/v(.*) ]]; then
VERSION=${BASH_REMATCH[1]}
TAG=v$VERSION
echo "tag=$TAG" >> $GITHUB_OUTPUT
echo "version=$VERSION" >> $GITHUB_OUTPUT
else
echo "Failed to extract version from $GITHUB_REF"
exit 1
fi
echo "Extracted version $VERSION from $GITHUB_REF"
if [[ $VERSION =~ beta ]]; then
echo "This is a beta release"
echo "prerelease=true" >> $GITHUB_OUTPUT
# Get last release (that is not this one)
FROM_TAG=$(git tag --sort='version:refname' \
| grep ^v \
| grep -vF "$TAG" \
| python ci/semver_sort.py v \
| tail -n 1)
else
echo "This is a stable release"
echo "prerelease=false" >> $GITHUB_OUTPUT
# Get last stable tag (ignore betas)
FROM_TAG=$(git tag --sort='version:refname' \
| grep ^v \
| grep -vF "$TAG" \
| grep -v beta \
| python ci/semver_sort.py v \
| tail -n 1)
fi
echo "Found from tag $FROM_TAG"
echo "from_tag=$FROM_TAG" >> $GITHUB_OUTPUT
- name: Create Release Notes
id: release_notes
uses: mikepenz/release-changelog-builder-action@v4
with:
configuration: .github/release_notes.json
toTag: ${{ steps.extract_version.outputs.tag }}
fromTag: ${{ steps.extract_version.outputs.from_tag }}
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- name: Create GH release
uses: softprops/action-gh-release@v2
with:
# Marking betas as pre-releases keeps them from taking the "Latest"
# badge on the releases page.
prerelease: ${{ steps.extract_version.outputs.prerelease }}
make_latest: ${{ steps.extract_version.outputs.prerelease == 'false' }}
tag_name: ${{ steps.extract_version.outputs.tag }}
token: ${{ secrets.GITHUB_TOKEN }}
generate_release_notes: false
name: LanceDB v${{ steps.extract_version.outputs.version }}
body: ${{ steps.release_notes.outputs.changelog }}
+4 -5
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@@ -32,7 +32,7 @@ jobs:
working-directory: ./java
steps:
- name: Checkout repository
uses: actions/checkout@v6
uses: actions/checkout@v4
- name: Set up Java 8
uses: actions/setup-java@v4
with:
@@ -43,7 +43,7 @@ jobs:
server-username: SONATYPE_USER
server-password: SONATYPE_TOKEN
gpg-private-key: ${{ secrets.GPG_PRIVATE_KEY }}
gpg-passphrase: MAVEN_GPG_PASSPHRASE
gpg-passphrase: ${{ secrets.GPG_PASSPHRASE }}
- name: Set git config
run: |
git config --global user.email "dev+gha@lancedb.com"
@@ -58,11 +58,10 @@ jobs:
echo "use-agent" >> ~/.gnupg/gpg.conf
echo "pinentry-mode loopback" >> ~/.gnupg/gpg.conf
export GPG_TTY=$(tty)
./mvnw --batch-mode -DskipTests -DpushChanges=false deploy -pl lancedb-core -am -P deploy-to-ossrh
./mvnw --batch-mode -DskipTests -DpushChanges=false -Dgpg.passphrase=${{ secrets.GPG_PASSPHRASE }} deploy -pl lancedb-core -am -P deploy-to-ossrh
env:
SONATYPE_USER: ${{ secrets.SONATYPE_USER }}
SONATYPE_TOKEN: ${{ secrets.SONATYPE_TOKEN }}
MAVEN_GPG_PASSPHRASE: ${{ secrets.GPG_PASSPHRASE }}
report-failure:
name: Report Workflow Failure
@@ -73,7 +72,7 @@ jobs:
contents: read
issues: write
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
- uses: ./.github/actions/create-failure-issue
with:
job-results: ${{ toJSON(needs) }}
+1 -1
View File
@@ -36,7 +36,7 @@ jobs:
working-directory: ./java
steps:
- name: Checkout repository
uses: actions/checkout@v6
uses: actions/checkout@v4
- name: Set up Java 17
uses: actions/setup-java@v4
with:
+62
View File
@@ -0,0 +1,62 @@
name: Lance Release Timer
on:
schedule:
- cron: "*/10 * * * *"
workflow_dispatch:
permissions:
contents: read
actions: write
concurrency:
group: lance-release-timer
cancel-in-progress: false
jobs:
trigger-update:
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Check for new Lance tag
id: check
env:
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
run: |
python3 ci/check_lance_release.py --github-output "$GITHUB_OUTPUT"
- name: Look for existing PR
if: steps.check.outputs.needs_update == 'true'
id: pr
env:
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
run: |
set -euo pipefail
TITLE="chore: update lance dependency to v${{ steps.check.outputs.latest_version }}"
COUNT=$(gh pr list --search "\"$TITLE\" in:title" --state open --limit 1 --json number --jq 'length')
if [ "$COUNT" -gt 0 ]; then
echo "Open PR already exists for $TITLE"
echo "pr_exists=true" >> "$GITHUB_OUTPUT"
else
echo "No existing PR for $TITLE"
echo "pr_exists=false" >> "$GITHUB_OUTPUT"
fi
- name: Trigger codex update workflow
if: steps.check.outputs.needs_update == 'true' && steps.pr.outputs.pr_exists != 'true'
env:
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
run: |
set -euo pipefail
TAG=${{ steps.check.outputs.latest_tag }}
gh workflow run codex-update-lance-dependency.yml -f tag=refs/tags/$TAG
- name: Show latest codex workflow run
if: steps.check.outputs.needs_update == 'true' && steps.pr.outputs.pr_exists != 'true'
env:
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
run: |
set -euo pipefail
gh run list --workflow codex-update-lance-dependency.yml --limit 1 --json databaseId,url,displayTitle
+1 -1
View File
@@ -19,7 +19,7 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Check out code
uses: actions/checkout@v6
uses: actions/checkout@v4
- name: Install license-header-checker
working-directory: /tmp
run: |
+31 -9
View File
@@ -1,14 +1,13 @@
name: Create release commit
# This workflow increments the version, tags it, and pushes it. All SDKs share
# a single version, so one tag releases all of them.
# This workflow increments versions, tags the version, and pushes it.
# When a tag is pushed, another workflow is triggered that creates a GH release
# and uploads the binaries. This workflow is only for creating the tag.
# This script will enforce that a minor version is incremented if there are any
# breaking changes since the last minor increment. A breaking change in any SDK
# bumps the minor version for all of them. If you wish to bypass this check, you
# can manually increment the version and push the tag.
# breaking changes since the last minor increment. However, it isn't able to
# differentiate between breaking changes in Node versus Python. If you wish to
# bypass this check, you can manually increment the version and push the tag.
on:
workflow_dispatch:
inputs:
@@ -25,6 +24,16 @@ on:
options:
- preview
- stable
python:
description: 'Make a Python release'
required: true
default: true
type: boolean
other:
description: 'Make a Node/Rust/Java release'
required: true
default: true
type: boolean
bump-minor:
description: 'Bump minor version'
required: true
@@ -40,7 +49,7 @@ jobs:
steps:
- name: Output Inputs
run: echo "${{ toJSON(github.event.inputs) }}"
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -56,16 +65,29 @@ jobs:
run: |
git config user.name 'Lance Release'
git config user.email 'lance-dev@lancedb.com'
- name: Bump version
- name: Bump Python version
if: ${{ inputs.python }}
working-directory: python
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
# Need to get the commit before bumping the version, so we can
# determine if there are breaking changes in the next step as well.
echo "COMMIT_BEFORE_BUMP=$(git rev-parse HEAD)" >> $GITHUB_ENV
pip install bump-my-version PyGithub packaging
bash ../ci/bump_version.sh ${{ inputs.type }} ${{ inputs.bump-minor }} python-v
- name: Bump Node/Rust version
if: ${{ inputs.other }}
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
pip install bump-my-version PyGithub packaging
bash ci/bump_version.sh ${{ inputs.type }} ${{ inputs.bump-minor }}
bash ci/bump_version.sh ${{ inputs.type }} ${{ inputs.bump-minor }} v $COMMIT_BEFORE_BUMP
bash ci/update_lockfiles.sh --amend
- name: Push new version tag
if: ${{ !inputs.dry_run }}
uses: ad-m/github-push-action@881a6320fdb16eb5318c5054f31c218aec2b324c # v1.3.0
uses: ad-m/github-push-action@master
with:
# Need to use PAT here too to trigger next workflow. See comment above.
github_token: ${{ secrets.LANCEDB_RELEASE_TOKEN }}
+48 -93
View File
@@ -38,21 +38,15 @@ jobs:
CC: gcc-12
CXX: g++-12
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
- uses: pnpm/action-setup@v6
- uses: actions/setup-node@v4
with:
version: 11.1.1
- uses: actions/setup-node@v6
with:
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
# in October. The library itself still supports Node >= 18
# (see test matrix below).
node-version: 24
cache: 'pnpm'
cache-dependency-path: nodejs/pnpm-lock.yaml
node-version: 20
cache: 'npm'
cache-dependency-path: nodejs/package-lock.json
- uses: actions-rust-lang/setup-rust-toolchain@v1
with:
components: rustfmt, clippy
@@ -61,24 +55,17 @@ jobs:
sudo apt update
sudo apt install -y protobuf-compiler libssl-dev
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Format Rust
run: cargo fmt --all -- --check
- name: Lint Rust
run: cargo clippy --profile ci --all --all-features -- -D warnings
- name: Lint Typescript
run: |
pnpm install --frozen-lockfile
pnpm lint-ci
npm ci
npm run lint-ci
- name: Lint examples
working-directory: nodejs/examples
# The `@lancedb/lancedb` dep points at file:../dist; pnpm errors if
# that dir is missing, so create an empty one for lint-only runs.
run: mkdir -p ../dist && pnpm install --frozen-lockfile && pnpm lint-ci
run: npm ci && npm run lint-ci
linux:
name: Linux (NodeJS ${{ matrix.node-version }})
timeout-minutes: 30
@@ -91,122 +78,90 @@ jobs:
shell: bash
working-directory: nodejs
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
- uses: pnpm/action-setup@v6
- uses: actions/setup-node@v4
name: Setup Node.js 20 for build
with:
version: 11.1.1
- uses: actions/setup-node@v6
name: Setup Node.js 24 for build
with:
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
# in October. Build/install runs on Node 24; tests run on the
# matrix version below using direct jest invocation.
node-version: 24
cache: 'pnpm'
cache-dependency-path: nodejs/pnpm-lock.yaml
# @napi-rs/cli v3 requires Node >= 20.12 (via @inquirer/prompts@8).
# Build always on Node 20; tests run on the matrix version below.
node-version: 20
cache: 'npm'
cache-dependency-path: nodejs/package-lock.json
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install dependencies
run: |
sudo apt update
sudo apt install -y protobuf-compiler libssl-dev
- name: Build
run: |
pnpm install --frozen-lockfile
# No `--` separator: pnpm forwards it literally, which would
# make napi-rs treat `--profile ci` as a cargo passthrough arg.
pnpm build:debug --profile ci
pnpm tsc
- name: Setup examples
working-directory: nodejs/examples
run: pnpm install --frozen-lockfile
- name: Check docs
run: |
# We run this as part of the job because the binary needs to be built
# first to export the types of the native code.
set -e
# `pnpm docs` would invoke pnpm's built-in `docs` command, not
# the script — use `pnpm run docs`.
pnpm run docs
if ! git diff --exit-code -- ../ ':(exclude)Cargo.lock'; then
echo "Docs need to be updated"
echo "Run 'pnpm run docs', fix any warnings, and commit the changes."
exit 1
fi
- uses: actions/setup-node@v6
npm ci --include=optional
npm run build:debug -- --profile ci
- uses: actions/setup-node@v4
name: Setup Node.js ${{ matrix.node-version }} for test
with:
node-version: ${{ matrix.node-version }}
- name: Compile TypeScript
run: npm run tsc
- name: Setup localstack
working-directory: .
run: docker compose up --detach --wait
- name: Test
env:
S3_TEST: "1"
# Newer @smithy/core uses dynamic ESM imports.
NODE_OPTIONS: "--experimental-vm-modules"
# Invoke jest directly because pnpm 11 itself requires Node 22+
# while the matrix tests on older Node versions.
run: npx jest --verbose
run: npm run test
- name: Setup examples
working-directory: nodejs/examples
run: npm ci
- name: Test examples
working-directory: ./
env:
OPENAI_API_KEY: test
OPENAI_BASE_URL: http://0.0.0.0:8000
NODE_OPTIONS: "--experimental-vm-modules"
run: |
python ci/mock_openai.py &
cd nodejs/examples
npx jest --testEnvironment jest-environment-node-single-context --verbose
npm test
- name: Check docs
run: |
# We run this as part of the job because the binary needs to be built
# first to export the types of the native code.
set -e
npm ci
npm run docs
if ! git diff --exit-code -- ../ ':(exclude)Cargo.lock'; then
echo "Docs need to be updated"
echo "Run 'npm run docs', fix any warnings, and commit the changes."
exit 1
fi
macos:
timeout-minutes: 30
# macos-15 ships a newer linker; the older macos-14 linker fails to insert
# branch islands when the debug cdylib's __text section exceeds the 128 MB
# AArch64 B/BL branch range.
runs-on: "macos-15"
runs-on: "macos-14"
defaults:
run:
shell: bash
working-directory: nodejs
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
- uses: pnpm/action-setup@v6
- uses: actions/setup-node@v4
with:
version: 11.1.1
- uses: actions/setup-node@v6
with:
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
# in October.
node-version: 24
cache: 'pnpm'
cache-dependency-path: nodejs/pnpm-lock.yaml
- uses: dtolnay/rust-toolchain@stable
node-version: 20
cache: 'npm'
cache-dependency-path: nodejs/package-lock.json
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install dependencies
run: |
brew install protobuf
- name: Build
run: |
pnpm install --frozen-lockfile
# No `--` separator: pnpm forwards it literally, which would
# make napi-rs treat `--profile ci` as a cargo passthrough arg.
pnpm build:debug --profile ci
pnpm tsc
npm ci --include=optional
npm run build:debug -- --profile ci
npm run tsc
- name: Test
run: |
pnpm test
npm run test
+113 -149
View File
@@ -10,16 +10,10 @@ permissions:
on:
push:
branches:
- main
tags:
- "v*"
# The cross-compiled targets (musl especially) break from toolchain and
# dependency changes that nothing else in CI catches, and discovering that
# mid-release is expensive. A nightly run keeps that signal while dropping
# the full 8-target release matrix from all ~90 pushes to main each month.
# `report-failure` files an issue when a nightly breaks.
schedule:
- cron: "0 8 * * *"
workflow_dispatch:
pull_request:
# This should trigger a dry run (we skip the final publish step)
paths:
@@ -32,6 +26,73 @@ concurrency:
cancel-in-progress: true
jobs:
gh-release:
if: startsWith(github.ref, 'refs/tags/v')
runs-on: ubuntu-latest
permissions:
contents: write
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
- name: Extract version
id: extract_version
env:
GITHUB_REF: ${{ github.ref }}
run: |
set -e
echo "Extracting tag and version from $GITHUB_REF"
if [[ $GITHUB_REF =~ refs/tags/v(.*) ]]; then
VERSION=${BASH_REMATCH[1]}
TAG=v$VERSION
echo "tag=$TAG" >> $GITHUB_OUTPUT
echo "version=$VERSION" >> $GITHUB_OUTPUT
else
echo "Failed to extract version from $GITHUB_REF"
exit 1
fi
echo "Extracted version $VERSION from $GITHUB_REF"
if [[ $VERSION =~ beta ]]; then
echo "This is a beta release"
# Get last release (that is not this one)
FROM_TAG=$(git tag --sort='version:refname' \
| grep ^v \
| grep -vF "$TAG" \
| python ci/semver_sort.py v \
| tail -n 1)
else
echo "This is a stable release"
# Get last stable tag (ignore betas)
FROM_TAG=$(git tag --sort='version:refname' \
| grep ^v \
| grep -vF "$TAG" \
| grep -v beta \
| python ci/semver_sort.py v \
| tail -n 1)
fi
echo "Found from tag $FROM_TAG"
echo "from_tag=$FROM_TAG" >> $GITHUB_OUTPUT
- name: Create Release Notes
id: release_notes
uses: mikepenz/release-changelog-builder-action@v4
with:
configuration: .github/release_notes.json
toTag: ${{ steps.extract_version.outputs.tag }}
fromTag: ${{ steps.extract_version.outputs.from_tag }}
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- name: Create GH release
uses: softprops/action-gh-release@v2
with:
prerelease: ${{ contains('beta', github.ref) }}
tag_name: ${{ steps.extract_version.outputs.tag }}
token: ${{ secrets.GITHUB_TOKEN }}
generate_release_notes: false
name: Node/Rust LanceDB v${{ steps.extract_version.outputs.version }}
body: ${{ steps.release_notes.outputs.changelog }}
build-lancedb:
strategy:
fail-fast: false
@@ -40,18 +101,9 @@ jobs:
- target: aarch64-apple-darwin
host: macos-latest
features: fp16kernels
pre_build: |-
brew install protobuf
# Fat LTO (the workspace default in .cargo/config.toml) is
# single-threaded and is the peak-memory step of the build. On
# this runner it accounted for ~111 of the job's ~113 minutes,
# making it the critical path of the entire publish pipeline.
# ThinLTO parallelizes it across the runner's cores, for a few
# percent of runtime performance.
export CARGO_PROFILE_RELEASE_LTO=thin
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
pre_build: brew install protobuf
- target: x86_64-pc-windows-msvc
host: windows-2025
host: windows-latest
features: ","
pre_build: |-
choco install --no-progress protoc ninja nasm
@@ -59,21 +111,12 @@ jobs:
# There is an issue where choco doesn't add nasm to the path
export PATH="$PATH:/c/Program Files/NASM"
nasm -v
# See the ThinLTO note on aarch64-apple-darwin above. Keeping
# peak memory down is also what lets this run on the standard
# 4-core runner: the 8-core larger runner was only needed to
# stop fat LTO from OOMing rustc-LLVM.
export CARGO_PROFILE_RELEASE_LTO=thin
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
- target: aarch64-pc-windows-msvc
host: windows-2025
host: windows-latest
features: ","
pre_build: |-
choco install --no-progress protoc
rustup target add aarch64-pc-windows-msvc
# See the ThinLTO note on aarch64-apple-darwin above.
export CARGO_PROFILE_RELEASE_LTO=thin
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
- target: x86_64-unknown-linux-gnu
host: ubuntu-latest
features: fp16kernels
@@ -127,70 +170,32 @@ jobs:
run:
working-directory: nodejs
steps:
- uses: actions/checkout@v6
- name: Setup pnpm
uses: pnpm/action-setup@v6
with:
version: 11.1.1
- uses: actions/checkout@v4
- name: Setup node
uses: actions/setup-node@v6
uses: actions/setup-node@v4
if: ${{ !matrix.settings.docker }}
with:
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
# in October.
node-version: 24
cache: pnpm
cache-dependency-path: nodejs/pnpm-lock.yaml
node-version: 20
cache: npm
cache-dependency-path: nodejs/package-lock.json
- name: Install
uses: dtolnay/rust-toolchain@stable
if: ${{ !matrix.settings.docker }}
with:
toolchain: stable
targets: ${{ matrix.settings.target }}
# These builds were entirely uncached: the old key was static, so
# `actions/cache` (which only writes on a miss) could never refresh it,
# and the multi-GB whole-`target/` copy it tried to store never fit the
# repo's cache budget, so no entry was ever saved. rust-cache prunes
# `target/` to dependency artifacts and keys on Cargo.lock plus the rustc
# version, which both fixes the key and keeps entries a sane size.
#
# This caches dependency *compilation* only. The LTO link of the cdylib
# re-runs regardless, since the local crate changes every time, so the
# win is larger on the non-LTO jobs than here.
- name: Cache cargo (native builds)
uses: Swatinem/rust-cache@v2
if: ${{ !matrix.settings.docker }}
- name: Cache cargo
uses: actions/cache@v4
with:
# The release profile and per-target dirs differ from what the test
# workflows cache, so these need to be separate entries.
key: release-${{ matrix.settings.target }}
# Only the nightly run on main writes, so tag and PR runs restore a
# warm entry without every dependabot PR writing its own (which would
# be unreadable elsewhere anyway, since GitHub scopes caches to the
# creating ref). The nightly cadence also keeps entries inside
# GitHub's 7-day eviction window, which a tag-only trigger would not.
save-if: ${{ github.ref == 'refs/heads/main' }}
# Docker builds can use rust-cache too. `target/` already lives on the
# host because the whole workspace is bind-mounted into the container, and
# rust-cache's prune and save run host-side, so they can manage it -- which
# is what keeps the entry to dependency artifacts rather than a multi-GB
# copy of everything.
#
# Two differences from the native builds. The container's CARGO_HOME is
# bind-mounted from `.cargo-cache` rather than the host's ~/.cargo, so that
# has to be cached explicitly. And the key is derived from the *host* rustc
# version, which is not the compiler that produced these artifacts; that is
# safe because cargo fingerprints the real compiler and rebuilds on a
# mismatch, it just means a base-image toolchain bump costs one cold build
# instead of invalidating the key.
- name: Cache cargo (docker builds)
uses: Swatinem/rust-cache@v2
if: ${{ matrix.settings.docker }}
with:
key: docker-${{ matrix.settings.target }}
cache-directories: .cargo-cache
save-if: ${{ github.ref == 'refs/heads/main' }}
path: |
~/.cargo/registry/index/
~/.cargo/registry/cache/
~/.cargo/git/db/
.cargo-cache
target/
key: nodejs-${{ matrix.settings.target }}-cargo-${{ matrix.settings.host }}
- name: Install dependencies
run: pnpm install --frozen-lockfile
run: npm ci
- name: Install Zig
uses: mlugg/setup-zig@v2
if: ${{ contains(matrix.settings.target, 'musl') }}
@@ -206,13 +211,9 @@ jobs:
if: ${{ matrix.settings.docker }}
with:
image: ${{ matrix.settings.docker }}
# All three mounts must live under `.cargo-cache`, which is what the
# cache step above saves. Previously the registry mounts pointed at
# `.cargo/...`, a path nothing cached, so the container re-downloaded
# the whole crate registry on every run.
options: "--user 0:0 -v ${{ github.workspace }}/.cargo-cache/git/db:/usr/local/cargo/git/db \
-v ${{ github.workspace }}/.cargo-cache/registry/cache:/usr/local/cargo/registry/cache \
-v ${{ github.workspace }}/.cargo-cache/registry/index:/usr/local/cargo/registry/index \
-v ${{ github.workspace }}/.cargo/registry/cache:/usr/local/cargo/registry/cache \
-v ${{ github.workspace }}/.cargo/registry/index:/usr/local/cargo/registry/index \
-v ${{ github.workspace }}:/build -w /build/nodejs"
run: |
set -e
@@ -224,16 +225,6 @@ jobs:
--js ../lancedb/native.js \
--strip \
--output-dir dist/
# The container runs as root (`--user 0:0`), so everything it wrote to the
# mounted cache dirs is root-owned. rust-cache's post step runs as the
# runner user and has to both read these and delete from them while
# pruning, so hand them back before it runs.
- name: Take ownership of docker build output
if: ${{ matrix.settings.docker }}
run: |
sudo chown -R "$(id -u):$(id -g)" \
"${{ github.workspace }}/.cargo-cache" \
"${{ github.workspace }}/target"
- name: Build
run: |
${{ matrix.settings.pre_build }}
@@ -247,17 +238,8 @@ jobs:
--output-dir dist/
if: ${{ !matrix.settings.docker }}
shell: bash
# The standard Windows runners have ~14 GB free, and a release `target/`
# for this workspace is a large fraction of that. Report the remaining
# headroom so a build that only just fits is visible before a dependency
# bump turns it into a failed release. `always()` so the numbers are
# still there when the build is what ran out of space.
- name: Report disk headroom
if: always()
run: df -h
shell: bash
- name: Upload artifact
uses: actions/upload-artifact@v7
uses: actions/upload-artifact@v4
with:
name: lancedb-${{ matrix.settings.target }}
path: nodejs/dist/*.node
@@ -266,10 +248,10 @@ jobs:
# one to do the upload.
- name: Make generic artifacts
if: ${{ matrix.settings.target == 'aarch64-apple-darwin' }}
run: pnpm tsc
run: npm run tsc
- name: Upload Generic Artifacts
if: ${{ matrix.settings.target == 'aarch64-apple-darwin' }}
uses: actions/upload-artifact@v7
uses: actions/upload-artifact@v4
with:
name: nodejs-dist
path: |
@@ -300,34 +282,24 @@ jobs:
shell: bash
working-directory: nodejs
steps:
- uses: actions/checkout@v6
- name: Setup pnpm
uses: pnpm/action-setup@v6
with:
version: 11.1.1
- name: Setup Node.js 24 for install
uses: actions/setup-node@v6
with:
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
# in October.
node-version: 24
cache: pnpm
cache-dependency-path: nodejs/pnpm-lock.yaml
- name: Install dependencies
run: pnpm install --frozen-lockfile
- name: Setup Node.js ${{ matrix.node }} for test
uses: actions/setup-node@v6
- uses: actions/checkout@v4
- name: Setup node
uses: actions/setup-node@v4
with:
node-version: ${{ matrix.node }}
cache: npm
cache-dependency-path: nodejs/package-lock.json
- name: Install dependencies
run: npm ci
- name: Download artifacts
uses: actions/download-artifact@v8
uses: actions/download-artifact@v4
with:
name: lancedb-${{ matrix.settings.target }}
path: nodejs/dist/
# For testing purposes:
# run-id: 13982782871
# github-token: ${{ secrets.GITHUB_TOKEN }} # token with actions:read permissions on target repo
- uses: actions/download-artifact@v8
- uses: actions/download-artifact@v4
with:
name: nodejs-dist
path: nodejs/dist
@@ -339,9 +311,7 @@ jobs:
- name: Move built files
run: cp dist/native.d.ts dist/native.js dist/*.node lancedb/
- name: Test bindings
# Invoke jest directly because pnpm 11 itself requires Node 22+
# while the matrix tests on older Node versions.
run: npx jest --verbose
run: npm test
publish:
name: Publish
runs-on: ubuntu-latest
@@ -352,28 +322,24 @@ jobs:
needs:
- test-lancedb
steps:
- uses: actions/checkout@v6
- name: Setup pnpm
uses: pnpm/action-setup@v6
with:
version: 11.1.1
- uses: actions/checkout@v4
- name: Setup node
uses: actions/setup-node@v6
uses: actions/setup-node@v4
with:
node-version: 24
cache: pnpm
cache-dependency-path: nodejs/pnpm-lock.yaml
cache: npm
cache-dependency-path: nodejs/package-lock.json
registry-url: "https://registry.npmjs.org"
- name: Install dependencies
run: pnpm install --frozen-lockfile
- uses: actions/download-artifact@v8
run: npm ci
- uses: actions/download-artifact@v4
with:
name: nodejs-dist
path: nodejs/dist
# For testing purposes:
# run-id: 13982782871
# github-token: ${{ secrets.GITHUB_TOKEN }} # token with actions:read permissions on target repo
- uses: actions/download-artifact@v8
- uses: actions/download-artifact@v4
name: Download arch-specific binaries
with:
pattern: lancedb-*
@@ -385,7 +351,7 @@ jobs:
- name: Display structure of downloaded files
run: find dist && find nodejs-artifacts
- name: Move artifacts
run: pnpm exec napi artifacts -d nodejs-artifacts
run: npx napi artifacts -d nodejs-artifacts
- name: List packages
run: find npm
- name: Publish
@@ -406,14 +372,12 @@ jobs:
name: Report Workflow Failure
runs-on: ubuntu-latest
needs: [build-lancedb, test-lancedb, publish]
# Nightly runs are the only thing watching the cross-compiled targets now,
# so they have to report failures too or the signal is silently lost.
if: always() && failure() && (startsWith(github.ref, 'refs/tags/v') || github.event_name == 'schedule')
if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
permissions:
contents: read
issues: write
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
- uses: ./.github/actions/create-failure-issue
with:
job-results: ${{ toJSON(needs) }}
+94 -106
View File
@@ -3,14 +3,11 @@ name: PyPI Publish
on:
push:
tags:
- 'v*'
- 'python-v*'
pull_request:
# This should trigger a dry run (we skip the final publish step)
paths:
- .github/workflows/pypi-publish.yml
- .github/workflows/build_linux_wheel/action.yml
- .github/workflows/build_mac_wheel/action.yml
- .github/workflows/build_windows_wheel/action.yml
- Cargo.toml # Change in dependency frequently breaks builds
- Cargo.lock
@@ -20,48 +17,36 @@ env:
permissions:
contents: read
# Without this, a force-push to a PR leaves the previous run going -- including
# a ~74 minute Windows job and a billed arm64 wheel build.
concurrency:
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
cancel-in-progress: true
jobs:
linux:
name: Python ${{ matrix.config.package_name }} ${{ matrix.config.platform }} manylinux${{ matrix.config.manylinux }}
name: Python ${{ matrix.config.platform }} manylinux${{ matrix.config.manylinux }}
timeout-minutes: 60
permissions:
id-token: write
contents: read
strategy:
matrix:
config:
- platform: x86_64
manylinux: "2_17"
extra_args: ""
runner: ubuntu-22.04
- platform: x86_64
manylinux: "2_28"
extra_args: "--features fp16kernels"
runner: ubuntu-22.04
package_name: "lancedb"
rustflags: ""
# For successful fat LTO builds, we need a large runner to avoid OOM errors.
- platform: aarch64
manylinux: "2_17"
extra_args: ""
# For successful fat LTO builds, we need a large runner to avoid OOM errors.
runner: ubuntu-2404-8x-arm64
- platform: aarch64
manylinux: "2_28"
extra_args: "--features fp16kernels"
runner: ubuntu-2404-8x-arm64
package_name: "lancedb"
rustflags: ""
# `lancedb-compat`: pre-Haswell-friendly variant for x86_64 hosts
# without AVX2 (Sandy Bridge / Ivy Bridge / Westmere on Intel,
# Bulldozer / Piledriver / Steamroller on AMD). Compiled at the
# `x86-64-v2` baseline; runtime SIMD dispatch in lance-linalg
# picks the appropriate tier (scalar / AVX / AVX+FMA / AVX2+FMA
# / AVX-512) at load time. Same import as `lancedb` -- conflicts
# at install time, so users pick one.
- platform: x86_64
manylinux: "2_28"
extra_args: ""
runner: ubuntu-22.04
package_name: "lancedb-compat"
rustflags: "-Ctarget-cpu=x86-64-v2"
runs-on: ${{ matrix.config.runner }}
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -75,16 +60,15 @@ jobs:
args: "--release --strip ${{ matrix.config.extra_args }}"
arm-build: ${{ matrix.config.platform == 'aarch64' }}
manylinux: ${{ matrix.config.manylinux }}
package-name: ${{ matrix.config.package_name }}
rustflags: ${{ matrix.config.rustflags }}
- uses: actions/upload-artifact@v7
if: startsWith(github.ref, 'refs/tags/v')
- uses: ./.github/workflows/upload_wheel
if: startsWith(github.ref, 'refs/tags/python-v')
with:
name: wheels-linux-${{ matrix.config.package_name }}-${{ matrix.config.platform }}-${{ matrix.config.manylinux }}
path: target/wheels/*.whl
if-no-files-found: error
fury_token: ${{ secrets.FURY_TOKEN }}
mac:
timeout-minutes: 90
permissions:
id-token: write
contents: read
runs-on: ${{ matrix.config.runner }}
strategy:
matrix:
@@ -94,7 +78,7 @@ jobs:
env:
MACOSX_DEPLOYMENT_TARGET: 10.15
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -106,21 +90,18 @@ jobs:
with:
python-minor-version: 10
args: "--release --strip --target ${{ matrix.config.target }} --features fp16kernels"
- uses: actions/upload-artifact@v7
if: startsWith(github.ref, 'refs/tags/v')
- uses: ./.github/workflows/upload_wheel
if: startsWith(github.ref, 'refs/tags/python-v')
with:
name: wheels-mac-${{ matrix.config.target }}
path: target/wheels/lancedb-*.whl
if-no-files-found: error
fury_token: ${{ secrets.FURY_TOKEN }}
windows:
timeout-minutes: 90
timeout-minutes: 60
permissions:
id-token: write
contents: read
runs-on: windows-latest
env:
# link.exe is single-threaded and the long pole on Windows builds. Use
# rustc's bundled lld-link instead.
CARGO_TARGET_X86_64_PC_WINDOWS_MSVC_LINKER: rust-lld
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -128,84 +109,91 @@ jobs:
uses: actions/setup-python@v6
with:
python-version: "3.13"
# NOTE: caching cargo here would be a no-op. This workflow only runs on
# tags and PRs, and GitHub only lets a run restore caches from its own ref
# or the default branch -- so with no run on main there is nothing that
# can populate an entry the release build would be allowed to read. Fixing
# this needs a main/nightly trigger (which would also catch wheel-build
# breakage before a release); the ~74 minutes here is otherwise dominated
# by the fat-LTO link, which no cache avoids.
- uses: ./.github/workflows/build_windows_wheel
with:
python-minor-version: 10
args: "--release --strip"
- uses: actions/upload-artifact@v7
if: startsWith(github.ref, 'refs/tags/v')
vcpkg_token: ${{ secrets.VCPKG_GITHUB_PACKAGES }}
- uses: ./.github/workflows/upload_wheel
if: startsWith(github.ref, 'refs/tags/python-v')
with:
name: wheels-windows
path: target/wheels/lancedb-*.whl
if-no-files-found: error
publish:
name: Publish wheels
if: startsWith(github.ref, 'refs/tags/v')
needs: [linux, mac, windows]
fury_token: ${{ secrets.FURY_TOKEN }}
gh-release:
if: startsWith(github.ref, 'refs/tags/python-v')
runs-on: ubuntu-latest
permissions:
id-token: write
contents: read
contents: write
steps:
- uses: actions/checkout@v6
- name: Download wheel artifacts
uses: actions/download-artifact@v8
- uses: actions/checkout@v4
with:
pattern: wheels-*
path: target/wheels
merge-multiple: true
- name: List wheels
run: ls -la target/wheels
- name: Choose repo
id: choose_repo
run: |
if [[ ${{ github.ref }} == *beta* ]]; then
echo "repo=fury" >> $GITHUB_OUTPUT
else
echo "repo=pypi" >> $GITHUB_OUTPUT
fi
- name: Publish to Fury
if: steps.choose_repo.outputs.repo == 'fury'
fetch-depth: 0
lfs: true
- name: Extract version
id: extract_version
env:
FURY_TOKEN: ${{ secrets.FURY_TOKEN }}
GITHUB_REF: ${{ github.ref }}
run: |
shopt -s nullglob
WHEELS=(target/wheels/*.whl)
if [[ ${#WHEELS[@]} -eq 0 ]]; then
echo "No wheels found in target/wheels/" >&2
set -e
echo "Extracting tag and version from $GITHUB_REF"
if [[ $GITHUB_REF =~ refs/tags/python-v(.*) ]]; then
VERSION=${BASH_REMATCH[1]}
TAG=python-v$VERSION
echo "tag=$TAG" >> $GITHUB_OUTPUT
echo "version=$VERSION" >> $GITHUB_OUTPUT
else
echo "Failed to extract version from $GITHUB_REF"
exit 1
fi
for WHEEL in "${WHEELS[@]}"; do
echo "Uploading $WHEEL to Fury"
curl -f -F package=@"$WHEEL" "https://$FURY_TOKEN@push.fury.io/lancedb/"
done
# NOTE: pypa/gh-action-pypi-publish must be invoked directly from a
# workflow file, not from inside a composite action. When called from a
# composite, `github.action_repository` is empty (actions/runner#2473)
# and the action falls back to `github.repository`, producing a bogus
# `docker://ghcr.io/<repo>:<ref>` image reference that GHA tries to pull.
- name: Publish to PyPI
if: steps.choose_repo.outputs.repo == 'pypi'
uses: pypa/gh-action-pypi-publish@release/v1
echo "Extracted version $VERSION from $GITHUB_REF"
if [[ $VERSION =~ beta ]]; then
echo "This is a beta release"
# Get last release (that is not this one)
FROM_TAG=$(git tag --sort='version:refname' \
| grep ^python-v \
| grep -vF "$TAG" \
| python ci/semver_sort.py python-v \
| tail -n 1)
else
echo "This is a stable release"
# Get last stable tag (ignore betas)
FROM_TAG=$(git tag --sort='version:refname' \
| grep ^python-v \
| grep -vF "$TAG" \
| grep -v beta \
| python ci/semver_sort.py python-v \
| tail -n 1)
fi
echo "Found from tag $FROM_TAG"
echo "from_tag=$FROM_TAG" >> $GITHUB_OUTPUT
- name: Create Python Release Notes
id: python_release_notes
uses: mikepenz/release-changelog-builder-action@v4
with:
packages-dir: target/wheels/
configuration: .github/release_notes.json
toTag: ${{ steps.extract_version.outputs.tag }}
fromTag: ${{ steps.extract_version.outputs.from_tag }}
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- name: Create Python GH release
uses: softprops/action-gh-release@v2
with:
prerelease: ${{ contains('beta', github.ref) }}
tag_name: ${{ steps.extract_version.outputs.tag }}
token: ${{ secrets.GITHUB_TOKEN }}
generate_release_notes: false
name: Python LanceDB v${{ steps.extract_version.outputs.version }}
body: ${{ steps.python_release_notes.outputs.changelog }}
report-failure:
name: Report Workflow Failure
runs-on: ubuntu-latest
needs: [linux, mac, windows, publish]
needs: [linux, mac, windows]
permissions:
contents: read
issues: write
if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
if: always() && failure() && startsWith(github.ref, 'refs/tags/python-v')
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
- uses: ./.github/actions/create-failure-issue
with:
job-results: ${{ toJSON(needs) }}
+8 -41
View File
@@ -41,7 +41,7 @@ jobs:
shell: bash
working-directory: python
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -66,7 +66,7 @@ jobs:
shell: bash
working-directory: python
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -95,7 +95,7 @@ jobs:
shell: bash
working-directory: python
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -108,15 +108,6 @@ jobs:
run: |
sudo apt update
sudo apt install -y protobuf-compiler
# `pip install -e .` builds the extension with maturin, which is most of
# this job's ~33 minutes. It had no Rust cache, so every dependency was
# recompiled from scratch on every run.
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install
run: |
pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests,dev,embeddings]
@@ -135,7 +126,7 @@ jobs:
shell: bash
working-directory: python
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -169,7 +160,7 @@ jobs:
shell: bash
working-directory: python
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -177,14 +168,6 @@ jobs:
uses: actions/setup-python@v6
with:
python-version: "3.13"
# maturin runs cargo natively on macOS (docker is Linux-only), so the host
# target dir is cacheable. This job had no Rust cache.
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- uses: ./.github/workflows/build_mac_wheel
with:
args: --profile ci
@@ -206,7 +189,7 @@ jobs:
shell: bash
working-directory: python
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -214,14 +197,6 @@ jobs:
uses: actions/setup-python@v6
with:
python-version: "3.13"
# maturin runs cargo natively on Windows (docker is Linux-only), so the
# host target dir is cacheable. This job had no Rust cache at all and so
# rebuilt every dependency from scratch on every run.
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. The repo sits at
# GitHub's cache cap, so per-PR saves just evict main's entries.
save-if: ${{ github.ref == 'refs/heads/main' }}
- uses: ./.github/workflows/build_windows_wheel
with:
args: --profile ci
@@ -230,14 +205,14 @@ jobs:
- name: Delete wheels
run: rm -rf target/wheels
pydantic1x:
timeout-minutes: 60
timeout-minutes: 30
runs-on: "ubuntu-24.04"
defaults:
run:
shell: bash
working-directory: python
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -249,14 +224,6 @@ jobs:
uses: actions/setup-python@v6
with:
python-version: "3.10"
# As with Doctest, `pip install -e .` compiles the extension and this job
# had no Rust cache, which is most of its ~37 minutes.
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install lancedb
run: |
pip install "pydantic<2"
+20 -94
View File
@@ -40,7 +40,7 @@ jobs:
CC: clang-18
CXX: clang++-18
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
@@ -48,11 +48,6 @@ jobs:
with:
components: rustfmt, clippy
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install dependencies
run: |
sudo apt update
@@ -70,7 +65,7 @@ jobs:
timeout-minutes: 10
runs-on: ubuntu-24.04
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
- uses: EmbarkStudios/cargo-deny-action@v2
with:
command: check advisories bans licenses sources
@@ -83,7 +78,7 @@ jobs:
CC: clang
CXX: clang++
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
# Building without a lock file often requires the latest Rust version since downstream
# dependencies may have updated their minimum Rust version.
- uses: actions-rust-lang/setup-rust-toolchain@v1
@@ -94,11 +89,6 @@ jobs:
run: rm -f Cargo.lock
- uses: rui314/setup-mold@v1
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install dependencies
run: |
sudo apt update
@@ -108,7 +98,7 @@ jobs:
cargo build --profile ci --benches --all-features --tests
linux:
timeout-minutes: 60
timeout-minutes: 30
# To build all features, we need more disk space than is available
# on the free OSS github runner. This is mostly due to the the
# sentence-transformers feature.
@@ -123,16 +113,11 @@ jobs:
CXX: clang++-18
GH_TOKEN: ${{ secrets.SOPHON_READ_TOKEN }}
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install dependencies
run: |
sudo apt update
@@ -140,26 +125,10 @@ jobs:
- uses: rui314/setup-mold@v1
- name: Make Swap
run: |
swapfile=/swapfile
min_swap_bytes=$((15 * 1024 * 1024 * 1024))
active_swap_bytes="$(sudo swapon --show=NAME,SIZE --bytes --noheadings | awk '$1 == "/swapfile" { print $2 }')"
if [ -n "$active_swap_bytes" ]; then
if [ "$active_swap_bytes" -ge "$min_swap_bytes" ]; then
echo "/swapfile is already active with enough space; skipping swap creation"
exit 0
fi
echo "/swapfile is already active but smaller than 16G; using /mnt/lancedb-swapfile"
swapfile=/mnt/lancedb-swapfile
fi
if sudo swapon --show=NAME --noheadings | grep -Fxq "$swapfile"; then
echo "$swapfile is already active; skipping swap creation"
exit 0
fi
sudo rm -f "$swapfile"
sudo fallocate -l 16G "$swapfile"
sudo chmod 600 "$swapfile"
sudo mkswap "$swapfile"
sudo swapon "$swapfile"
sudo fallocate -l 16G /swapfile
sudo chmod 600 /swapfile
sudo mkswap /swapfile
sudo swapon /swapfile
- name: Build
run: cargo build --profile ci --all-features --tests --locked --examples
- name: Run feature tests
@@ -173,7 +142,7 @@ jobs:
run: CARGO_ARGS="--profile ci" make -C ./lancedb remote-tests
macos:
timeout-minutes: 60
timeout-minutes: 30
strategy:
matrix:
mac-runner: ["macos-14", "macos-15"]
@@ -183,18 +152,13 @@ jobs:
shell: bash
working-directory: rust
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
fetch-depth: 0
lfs: true
- name: CPU features
run: sysctl -a | grep cpu
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install dependencies
run: brew install protobuf
- name: Run tests
@@ -207,32 +171,20 @@ jobs:
cargo test --profile ci --features $ALL_FEATURES --locked
windows:
runs-on: windows-2022
strategy:
fail-fast: false
matrix:
include:
- target: x86_64-pc-windows-msvc
runner: windows-2022
# windows-11-arm is a standard runner, so it is free on public repos.
# Running natively lets the aarch64 tests actually execute -- this
# job used to cross-compile them and then skip the test step, paying
# full codegen and link cost for a compile check.
- target: aarch64-pc-windows-msvc
runner: windows-11-arm
runs-on: ${{ matrix.runner }}
target:
- x86_64-pc-windows-msvc
- aarch64-pc-windows-msvc
defaults:
run:
working-directory: rust/lancedb
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
- name: Set target
run: rustup target add ${{ matrix.target }}
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Install Protoc v21.12
run: choco install --no-progress protoc
- name: Build
@@ -240,12 +192,11 @@ jobs:
$env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
cargo build --profile ci --features aws,remote --tests --locked --target ${{ matrix.target }}
- name: Run tests
# Can only run tests when target matches host
if: ${{ matrix.target == 'x86_64-pc-windows-msvc' }}
run: |
$env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
# `--target` has to match the build step above. Without it cargo uses
# target/ci/ rather than target/<triple>/ci/ and rebuilds the entire
# dependency graph a second time.
cargo test --profile ci --features aws,remote --locked --target ${{ matrix.target }}
cargo test --profile ci --features aws,remote --locked
msrv:
# Check the minimum supported Rust version
@@ -259,7 +210,7 @@ jobs:
CC: clang-18
CXX: clang++-18
steps:
- uses: actions/checkout@v6
- uses: actions/checkout@v4
with:
submodules: true
- name: Install dependencies
@@ -271,11 +222,6 @@ jobs:
with:
toolchain: ${{ matrix.msrv }}
- uses: Swatinem/rust-cache@v2
with:
# Restore everywhere, but only save from main. Per-PR saves are
# unreadable outside their own branch anyway, since GitHub scopes
# caches to the creating ref.
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Downgrade dependencies
# These packages have newer requirements for MSRV
run: |
@@ -287,26 +233,6 @@ jobs:
cargo update -p aws-sdk-sso --precise 1.62.0
cargo update -p aws-sdk-ssooidc --precise 1.63.0
cargo update -p aws-sdk-sts --precise 1.63.0
# aws-runtime/sigv4/credential-types/types and the aws-smithy-*
# crates bumped their MSRV to 1.91.1 in late 2026; pin to the last
# 1.91.0-compatible versions. The order matters — each downgrade
# only succeeds once everything that still pins it at a higher
# version has itself been downgraded.
cargo update -p aws-runtime --precise 1.5.12
cargo update -p aws-types --precise 1.3.9
cargo update -p aws-sigv4 --precise 1.3.5
cargo update -p aws-credential-types --precise 1.2.8
cargo update -p aws-smithy-checksums --precise 0.63.9
cargo update -p aws-smithy-runtime --precise 1.9.3
cargo update -p aws-smithy-http --precise 0.62.4
cargo update -p aws-smithy-eventstream --precise 0.60.12
cargo update -p aws-smithy-http-client --precise 1.1.3
cargo update -p aws-smithy-observability --precise 0.1.4
cargo update -p aws-smithy-query --precise 0.60.8
cargo update -p aws-smithy-runtime-api --precise 1.9.1
cargo update -p aws-smithy-async --precise 1.2.6
cargo update -p aws-smithy-types --precise 1.3.5
cargo update -p aws-smithy-xml --precise 0.60.11
cargo update -p home --precise 0.5.9
- name: cargo +${{ matrix.msrv }} check
env:
@@ -11,7 +11,7 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v6
uses: actions/checkout@v4
with:
ref: main
persist-credentials: false
@@ -11,7 +11,7 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v6
uses: actions/checkout@v4
with:
ref: main
persist-credentials: false
+34
View File
@@ -0,0 +1,34 @@
name: upload-wheel
description: "Upload wheels to Pypi"
inputs:
fury_token:
required: true
description: "release token for the fury repo"
runs:
using: "composite"
steps:
- name: Choose repo
shell: bash
id: choose_repo
run: |
if [[ ${{ github.ref }} == *beta* ]]; then
echo "repo=fury" >> $GITHUB_OUTPUT
else
echo "repo=pypi" >> $GITHUB_OUTPUT
fi
- name: Publish to Fury
if: steps.choose_repo.outputs.repo == 'fury'
shell: bash
env:
FURY_TOKEN: ${{ inputs.fury_token }}
run: |
WHEEL=$(ls target/wheels/lancedb-*.whl 2> /dev/null | head -n 1)
echo "Uploading $WHEEL to Fury"
curl -f -F package=@$WHEEL https://$FURY_TOKEN@push.fury.io/lancedb/
- name: Publish to PyPI
if: steps.choose_repo.outputs.repo == 'pypi'
uses: pypa/gh-action-pypi-publish@release/v1
with:
packages-dir: target/wheels/
-1
View File
@@ -27,7 +27,6 @@ python/dist
*.so
*.dylib
*.dll
*.pdb
## Javascript
*.node
+2 -55
View File
@@ -17,33 +17,9 @@ Common commands:
* Run tests: `cargo test --quiet --features remote --tests`
* Run specific test: `cargo test --quiet --features remote -p <package_name> --test <test_name>`
* Lint: `cargo clippy --quiet --features remote --tests --examples`
* Format Rust: `cargo fmt --all`
* Format Python: `ruff format .`
* Lint Python: `ruff check .`
* Bootstrap Python dev env: `cd python && uv run --extra tests --extra dev maturin develop --extras tests,dev`
* Run Python tests: `cd python && uv run --extra tests pytest python/tests -vv --durations=10 -m "not slow and not s3_test"`
* Run specific Python test: `cd python && uv run --extra tests pytest python/tests/<test_file>.py::<test_name> -q`
* Format: `cargo fmt --all`
For Python validation, prefer the uv-managed environment declared by `python/uv.lock`.
Do not treat system `python`, global `pytest`, or missing editable-install errors as
final blockers; bootstrap or enter the uv environment instead. If `lancedb._lancedb`
is missing or stale, or if Rust/PyO3 binding code changed, rebuild the Python
extension with the bootstrap command above before running tests.
Before committing changes, run formatting for every language you touched. At minimum:
* Rust changes: run `cargo fmt --all`.
* Python changes: run `ruff format .` and `ruff check .` from the repository root,
and run targeted tests through `cd python && uv run ...`.
* TypeScript changes: run the relevant `npm`/`pnpm` lint, format, build, and docs commands in `nodejs`.
Before creating a PR, the exact value passed to `gh pr create --title` must follow
Conventional Commits, such as `fix: support nested field paths in native index creation`
or `feat(python): add dataset multiprocessing support`. Do not use a plain natural
language summary like `Support nested field paths in native index creation` as the PR
title. The semantic-release check uses the PR title and body as the merge commit message,
so a non-conventional PR title will fail CI. After creating a PR, read the remote PR title
back and fix it immediately if it is not conventional.
Before committing changes, run formatting.
## Coding tips
@@ -92,8 +68,6 @@ Python bindings changes:
* Should use `LOOP.run()` to call the corresponding `AsyncTable` method.
6. Add concrete sync method to `RemoteTable` class in `python/python/lancedb/remote/table.py`.
7. Add unit test in `python/tests/test_table.py`.
8. If you added a new public class or module-level function (not just a method on an
existing class), expose it in the API reference. See "Python API reference" below.
TypeScript bindings changes:
@@ -105,33 +79,6 @@ TypeScript bindings changes:
5. Add test in `nodejs/__test__/table.test.ts`.
6. Run `npm run docs` to generate TypeScript documentation.
## Python API reference
`docs/src/python/python.md` is the entire Python API reference. It is maintained by
hand, and anything not listed there is not rendered at all, so new public classes and
module-level functions have to be added explicitly. How depends on the module:
* `lancedb.index`, `lancedb.embeddings`, `lancedb.remote`, and `lancedb.rerankers` are
rendered by a single directive each, driven by the module's `__all__`. Add the new
name to `__all__` and it appears; forget, and it is silently omitted.
* Everything else (`lancedb`, `lancedb.table`, `lancedb.query`, `lancedb.db`, ...) is
listed symbol by symbol. Add a `::: lancedb.<module>.<Name>` line to the matching
section, and remember that the page separates synchronous and asynchronous APIs.
Deliberately undocumented: concrete implementations reached through an abstract base
(`LanceTable`, `LanceDBConnection`, `RemoteDBConnection`), query base classes already
covered by `inherited_members`, and internal helpers.
Cross-references in docstrings use mkdocstrings syntax, `[text][lancedb.table.Table]`.
Plain relative links such as `[Table](Table)` do not resolve. To check your work:
```shell
pip install -r docs/requirements.txt
cd docs && PYTHONPATH=. mkdocs build
```
The docs site only builds on pushes to `main`, so this is not covered by PR CI.
## Review Guidelines
Please consider the following when reviewing code contributions.
Generated
+890 -3188
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+33 -35
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@@ -13,57 +13,55 @@ categories = ["database-implementations"]
rust-version = "1.91.0"
[workspace.dependencies]
lance = { "version" = "=10.0.0-beta.5", default-features = false, "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-core = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-datagen = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-file = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-io = { "version" = "=10.0.0-beta.5", default-features = false, "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-index = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-linalg = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace-impls = { "version" = "=10.0.0-beta.5", default-features = false, "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-table = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-testing = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-datafusion = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-encoding = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-arrow = { "version" = "=10.0.0-beta.5", "tag" = "v10.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance = { "version" = "=6.0.0-beta.4", default-features = false, "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-core = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-datagen = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-file = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-io = { "version" = "=6.0.0-beta.4", default-features = false, "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-index = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-linalg = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace-impls = { "version" = "=6.0.0-beta.4", default-features = false, "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-table = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-testing = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-datafusion = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-encoding = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
lance-arrow = { "version" = "=6.0.0-beta.4", "tag" = "v6.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
ahash = "0.8"
# Note that this one does not include pyarrow
arrow = { version = "58.0.0", optional = false }
arrow-array = "58.0.0"
arrow-buffer = "58.0.0"
arrow-data = "58.0.0"
arrow-ipc = "58.0.0"
arrow-ord = "58.0.0"
arrow-schema = "58.0.0"
arrow-select = "58.0.0"
arrow-cast = "58.0.0"
arrow = { version = "57.2", optional = false }
arrow-array = "57.2"
arrow-data = "57.2"
arrow-ipc = "57.2"
arrow-ord = "57.2"
arrow-schema = "57.2"
arrow-select = "57.2"
arrow-cast = "57.2"
async-trait = "0"
datafusion = { version = "54.0.0", default-features = false }
datafusion-catalog = "54.0.0"
datafusion-common = { version = "54.0.0", default-features = false }
datafusion-execution = "54.0.0"
datafusion-expr = "54.0.0"
datafusion-functions = "54.0.0"
datafusion-physical-plan = "54.0.0"
datafusion-physical-expr = "54.0.0"
datafusion-sql = "54.0.0"
datafusion = { version = "52.1", default-features = false }
datafusion-catalog = "52.1"
datafusion-common = { version = "52.1", default-features = false }
datafusion-execution = "52.1"
datafusion-expr = "52.1"
datafusion-functions = "52.1"
datafusion-physical-plan = "52.1"
datafusion-physical-expr = "52.1"
datafusion-sql = "52.1"
env_logger = "0.11"
half = { "version" = "2.7.1", default-features = false, features = [
"num-traits",
] }
futures = "0"
log = "0.4"
metrics = "0.24"
metrics-util = "0.19"
moka = { version = "0.12", features = ["future"] }
object_store = "0.13.2"
object_store = "0.12.0"
pin-project = "1.0.7"
rand = "0.9"
snafu = "0.8"
url = "2"
num-traits = "0.2"
regex = "1.10"
lazy_static = "1"
semver = "1.0.25"
chrono = "0.4"
-26
View File
@@ -1,26 +0,0 @@
# Code review guidelines
Repo-specific guidance for automated PR reviews.
## Cross-SDK parity
LanceDB exposes the same core (`rust/lancedb`) through Python, TypeScript (`nodejs`),
and Java bindings. Behavioral drift between SDKs is a recurring problem, so watch for
parity gaps when reviewing — but only flag real ones:
* If the change adds or modifies user-facing API or behavior in the shared core
(`rust/lancedb`), check whether each binding that should expose it (`python`,
`nodejs`) does. A core change with no corresponding binding update is worth a note.
* If the change adds or modifies a public API in one SDK but not the other, open the
sibling SDK's corresponding module and state whether an equivalent exists. If not,
note it as a possible parity gap and suggest a follow-up issue.
* For bug fixes, first read the sibling SDK's analogous code path to check whether the
same bug exists there. Only raise parity if it actually does. Do not ask to "port" a
fix for a bug that only ever existed in one binding.
* Stay silent on internal-only refactors, tests, docs, and changes with no cross-SDK
surface.
* Parity expectations apply to the Python and TypeScript (`nodejs`) SDKs. Java currently
implements only the remote table, not the local/embedded backend, so it is expected to
be partial — do not flag Java for missing local-only functionality.
* Keep parity feedback to a short, clearly-labeled note (e.g. "Possible SDK parity
gap: …"). It is advisory, not a merge blocker.
+3 -3
View File
@@ -2,9 +2,9 @@ set -e
RELEASE_TYPE=${1:-"stable"}
BUMP_MINOR=${2:-false}
HEAD_SHA=$(git rev-parse HEAD)
TAG_PREFIX=${3:-"v"} # Such as "python-v"
HEAD_SHA=${4:-$(git rev-parse HEAD)}
readonly TAG_PREFIX="v"
readonly SELF_DIR=$(cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )
PREV_TAG=$(git tag --sort='version:refname' | grep ^$TAG_PREFIX | python $SELF_DIR/semver_sort.py $TAG_PREFIX | tail -n 1)
@@ -12,7 +12,7 @@ echo "Found previous tag $PREV_TAG"
# Initially, we don't want to tag if we are doing stable, because we will bump
# again later. See comment at end for why.
if [[ "$RELEASE_TYPE" == 'stable' ]]; then
if [[ "$RELEASE_TYPE" == 'stable' ]]; then
BUMP_ARGS="--no-tag"
fi
+7 -7
View File
@@ -112,25 +112,25 @@ def fetch_remote_tags() -> List[TagInfo]:
"api",
"-X",
"GET",
f"repos/{LANCE_REPO}/releases",
f"repos/{LANCE_REPO}/git/refs/tags",
"--paginate",
"--jq",
".[].tag_name",
"-F",
"per_page=20",
".[].ref",
]
)
tags: List[TagInfo] = []
for line in output.splitlines():
tag = line.strip()
if not tag.startswith("v"):
ref = line.strip()
if not ref.startswith("refs/tags/v"):
continue
tag = ref.split("refs/tags/")[-1]
version = tag.lstrip("v")
try:
tags.append(TagInfo(tag=tag, version=version, semver=parse_semver(version)))
except ValueError:
continue
if not tags:
raise RuntimeError("No Lance releases could be parsed from GitHub API output")
raise RuntimeError("No Lance tags could be parsed from GitHub API output")
return tags
-126
View File
@@ -1,126 +0,0 @@
#!/usr/bin/env python3
"""Prepare a Lance dependency update for LanceDB."""
from __future__ import annotations
import argparse
import json
import re
import subprocess
import sys
from pathlib import Path
from typing import Sequence
try:
from check_lance_release import parse_semver
except ModuleNotFoundError:
# Supports importing as ci.update_lance_dependency from tests or ad hoc checks.
from ci.check_lance_release import parse_semver # type: ignore
def normalize_version(raw: str) -> str:
value = raw.strip()
value = value.removeprefix("refs/tags/")
value = value.removeprefix("v")
try:
parse_semver(value)
except ValueError:
raise ValueError(f"Unsupported Lance version or tag: {raw}")
return value
def normalized_tag(version: str) -> str:
return f"v{version}"
def branch_name(version: str) -> str:
suffix = re.sub(r"[^a-zA-Z0-9]+", "-", version).strip("-")
suffix = re.sub(r"-+", "-", suffix)
return f"codex/update-lance-{suffix}"
def commit_type(version: str) -> str:
prerelease = version.split("-", maxsplit=1)[1] if "-" in version else ""
return "chore" if "beta" in prerelease or "rc" in prerelease else "feat"
def metadata_for(version: str) -> dict[str, str]:
kind = commit_type(version)
message = f"{kind}: update lance dependency to v{version}"
return {
"version": version,
"tag": normalized_tag(version),
"branch_name": branch_name(version),
"commit_type": kind,
"commit_message": message,
"pr_title": message,
}
def run_command(cmd: Sequence[str], *, cwd: Path) -> None:
subprocess.run(cmd, cwd=cwd, check=True)
def update_java_lance_core_version(repo_root: Path, version: str) -> None:
pom_path = repo_root / "java" / "pom.xml"
contents = pom_path.read_text(encoding="utf-8")
updated, count = re.subn(
r"(<lance-core\.version>)[^<]+(</lance-core\.version>)",
rf"\g<1>{version}\g<2>",
contents,
count=1,
)
if count != 1:
raise RuntimeError(
"Expected exactly one <lance-core.version> entry in java/pom.xml"
)
pom_path.write_text(updated, encoding="utf-8")
def write_github_outputs(path: str | None, payload: dict[str, str]) -> None:
if not path:
return
with open(path, "a", encoding="utf-8") as output:
for key, value in payload.items():
output.write(f"{key}={value}\n")
def main(argv: Sequence[str] | None = None) -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument(
"tag_or_version",
help="Lance tag or version, for example refs/tags/v7.2.0-beta.1 or 7.2.0",
)
parser.add_argument(
"--repo-root",
type=Path,
default=Path(__file__).resolve().parents[1],
help="Path to the lancedb repository root",
)
parser.add_argument(
"--github-output",
default=None,
help="Optional GitHub Actions output file to receive metadata fields",
)
parser.add_argument(
"--metadata-only",
action="store_true",
help="Only print derived metadata; do not modify dependency files",
)
args = parser.parse_args(argv)
repo_root = args.repo_root.resolve()
version = normalize_version(args.tag_or_version)
payload = metadata_for(version)
if not args.metadata_only:
run_command([sys.executable, "ci/set_lance_version.py", version], cwd=repo_root)
update_java_lance_core_version(repo_root, version)
write_github_outputs(args.github_output, payload)
print(json.dumps(payload, sort_keys=True))
return 0
if __name__ == "__main__":
sys.exit(main())
+6 -26
View File
@@ -68,6 +68,12 @@ ignore = [
# https://rustsec.org/advisories/RUSTSEC-2025-0119
{ id = "RUSTSEC-2025-0119", reason = "transitive via hf-hub/indicatif; cosmetic formatting crate" },
# rustls-pemfile: unmaintained. Reached from two separate chains:
# rustls-native-certs 0.6 (via hyper-rustls 0.24) and object_store 0.12.
# Both upstream dependencies need to move before we can drop it.
# https://rustsec.org/advisories/RUSTSEC-2025-0134
{ id = "RUSTSEC-2025-0134", reason = "transitive via rustls-native-certs/object_store; waiting on upstream migration" },
# rustls-webpki 0.101.7 (old major line): name-constraint checks for
# URI / wildcard names. Pulled in only via the legacy rustls 0.21 chain
# from aws-smithy-http-client. The 0.103 line we actively use is patched.
@@ -83,24 +89,6 @@ ignore = [
# we actively use is upgraded to 0.103.13 which contains the fix.
# https://rustsec.org/advisories/RUSTSEC-2026-0104
{ id = "RUSTSEC-2026-0104", reason = "only affects rustls-webpki 0.101 from legacy aws-smithy/rustls 0.21 chain" },
# pyo3 advisories in the Python bindings; tracked pending a patched pyo3 release.
# https://rustsec.org/advisories/RUSTSEC-2026-0176
# https://rustsec.org/advisories/RUSTSEC-2026-0177
{ id = "RUSTSEC-2026-0176", reason = "pyo3 in Python bindings; awaiting patched pyo3 release" },
{ id = "RUSTSEC-2026-0177", reason = "pyo3 in Python bindings; awaiting patched pyo3 release" },
# quick-xml < 0.41.0: quadratic runtime on duplicate attribute names (DoS).
# quick-xml < 0.41.0: unbounded namespace-declaration allocation in NsReader (DoS).
# Pulled in transitively by inferno (dev-only flame-graph dep), lance-namespace-impls
# (git dep from lance), and opendal/reqsign (cloud storage XML parsing). The XML
# parsed by opendal/reqsign comes from trusted cloud-storage endpoints (S3, GCS,
# Azure), not attacker-controlled input. Clearing requires upstream crates to migrate
# to quick-xml >= 0.41.0.
# https://rustsec.org/advisories/RUSTSEC-2026-0194
# https://rustsec.org/advisories/RUSTSEC-2026-0195
{ id = "RUSTSEC-2026-0194", reason = "transitive via inferno/lance/opendal; XML from trusted cloud endpoints, not attacker-controlled" },
{ id = "RUSTSEC-2026-0195", reason = "transitive via inferno/lance/opendal; XML from trusted cloud endpoints, not attacker-controlled" },
]
# ---------------------------------------------------------------------------
@@ -135,14 +123,6 @@ allow = [
"CDLA-Permissive-2.0",
]
confidence-threshold = 0.8
# Per-crate license exceptions: allow a license for a specific crate only,
# rather than globally via the `allow` list above.
exceptions = [
# CDDL-1.0 (copyleft) is pulled in only as a dev/profiling dependency via
# `inferno` -> `pprof` -> `lance-testing`; it is a test dependency that we
# do not distribute, so scope the allowance to `inferno` alone.
{ allow = ["CDDL-1.0"], crate = "inferno" },
]
# Crates whose license cannot be determined from Cargo metadata but whose
# license we've manually confirmed from upstream. Keep this list minimal.
[[licenses.clarify]]
-5
View File
@@ -51,11 +51,6 @@ plugins:
paths: [../python/python]
options:
docstring_style: numpy
docstring_options:
# Attributes documented in a `Parameters` section, and pydantic
# dataclasses whose `__init__` griffe cannot see statically, both
# trip this check. It reports nothing actionable here.
warn_unknown_params: false
heading_level: 3
show_signature_annotations: true
show_root_heading: true
+1 -11
View File
@@ -453,16 +453,6 @@ paths:
The metric type to use for the index. l2, Cosine, Dot are supported.
index_type:
type: string
custom_stop_words:
type: [array, "null"]
items:
type: string
description: |
The custom stop-word list for an FTS index. A non-null
array replaces the language's built-in stop-word list and is only
applied when remove_stop_words is enabled. Null uses the built-in
language list, while an empty array explicitly replaces it with no
stop words.
responses:
"200":
description: Index successfully created
@@ -520,4 +510,4 @@ paths:
"401":
$ref: "#/components/responses/unauthorized"
"404":
$ref: "#/components/responses/not_found"
$ref: "#/components/responses/not_found"
+30 -165
View File
@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
<dependency>
<groupId>com.lancedb</groupId>
<artifactId>lancedb-core</artifactId>
<version>0.37.1-beta.0</version>
<version>0.28.0-beta.10</version>
</dependency>
```
@@ -249,57 +249,6 @@ try (BufferAllocator allocator = new RootAllocator();
}
```
### Creating an Empty Table
To create an empty table, send an Arrow IPC stream that contains the table schema and no record batches.
The schema in the IPC stream becomes the table schema, and rows can be inserted later.
```java
import org.lance.namespace.model.CreateTableRequest;
import org.lance.namespace.model.CreateTableResponse;
import org.apache.arrow.memory.BufferAllocator;
import org.apache.arrow.memory.RootAllocator;
import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.vector.ipc.ArrowStreamWriter;
import org.apache.arrow.vector.types.FloatingPointPrecision;
import org.apache.arrow.vector.types.pojo.ArrowType;
import org.apache.arrow.vector.types.pojo.Field;
import org.apache.arrow.vector.types.pojo.FieldType;
import org.apache.arrow.vector.types.pojo.Schema;
import java.io.ByteArrayOutputStream;
import java.nio.channels.Channels;
import java.util.Arrays;
Schema schema = new Schema(Arrays.asList(
new Field("id", FieldType.nullable(new ArrowType.Int(32, true)), null),
new Field("name", FieldType.nullable(new ArrowType.Utf8()), null),
new Field("embedding",
FieldType.nullable(new ArrowType.FixedSizeList(128)),
Arrays.asList(new Field("item",
FieldType.nullable(new ArrowType.FloatingPoint(FloatingPointPrecision.SINGLE)),
null)))
));
byte[] emptyTableData;
try (BufferAllocator allocator = new RootAllocator();
VectorSchemaRoot root = VectorSchemaRoot.create(schema, allocator)) {
root.setRowCount(0);
ByteArrayOutputStream out = new ByteArrayOutputStream();
try (ArrowStreamWriter writer = new ArrowStreamWriter(root, null, Channels.newChannel(out))) {
writer.start();
writer.end();
}
emptyTableData = out.toByteArray();
}
CreateTableRequest request = new CreateTableRequest();
request.setId(Arrays.asList("my_namespace", "empty_table"));
CreateTableResponse response = namespaceClient.createTable(request, emptyTableData);
```
### Insert
```java
@@ -482,88 +431,9 @@ query.setVector(vector);
byte[] result = namespaceClient.queryTable(query);
```
## Indexing
### Reading Query Results
The Java SDK exposes the REST namespace index operations through the same `LanceNamespace` client.
Index creation runs asynchronously, so use `listTableIndices` or `describeTableIndexStats` to check progress.
### Creating a Vector Index
```java
import org.lance.namespace.model.CreateTableIndexRequest;
import org.lance.namespace.model.CreateTableIndexResponse;
CreateTableIndexRequest request = new CreateTableIndexRequest();
request.setId(Arrays.asList("my_namespace", "my_table"));
request.setColumn("embedding");
request.setIndexType("IVF_PQ");
request.setDistanceType("cosine");
request.setName("embedding_idx");
CreateTableIndexResponse response = namespaceClient.createTableIndex(request);
System.out.println("Index transaction: " + response.getTransactionId());
```
### Creating a Scalar Index
```java
import org.lance.namespace.model.CreateTableIndexRequest;
import org.lance.namespace.model.CreateTableScalarIndexResponse;
CreateTableIndexRequest request = new CreateTableIndexRequest();
request.setId(Arrays.asList("my_namespace", "my_table"));
request.setColumn("category");
request.setIndexType("BTREE");
request.setName("category_idx");
CreateTableScalarIndexResponse response = namespaceClient.createTableScalarIndex(request);
System.out.println("Index transaction: " + response.getTransactionId());
```
### Creating a Full Text Search Index
```java
import org.lance.namespace.model.CreateTableIndexRequest;
import org.lance.namespace.model.CreateTableScalarIndexResponse;
CreateTableIndexRequest request = new CreateTableIndexRequest();
request.setId(Arrays.asList("my_namespace", "my_table"));
request.setColumn("text_column");
request.setIndexType("FTS");
request.setName("text_idx");
request.setBaseTokenizer("simple");
request.setLowerCase(true);
request.setWithPosition(true);
CreateTableScalarIndexResponse response = namespaceClient.createTableScalarIndex(request);
System.out.println("Index transaction: " + response.getTransactionId());
```
### Listing Indexes
```java
import org.lance.namespace.model.IndexContent;
import org.lance.namespace.model.ListTableIndicesRequest;
import org.lance.namespace.model.ListTableIndicesResponse;
ListTableIndicesRequest request = new ListTableIndicesRequest();
request.setId(Arrays.asList("my_namespace", "my_table"));
ListTableIndicesResponse response = namespaceClient.listTableIndices(request);
for (IndexContent index : response.getIndexes()) {
System.out.println(index.getIndexName() + ": " + index.getStatus());
}
```
!!! note
The current Java namespace API exposes index type, index name, distance type, and full text search tokenizer options.
IVF training parameters such as `num_partitions` are not exposed by `CreateTableIndexRequest` yet.
To make those configurable from Java, the namespace API must add those fields first.
## Reading Query Results
Query results are returned as bytes in Apache Arrow IPC file format. Put the byte-channel
adapter behind a small helper so query code can work with `ArrowFileReader` directly:
Query results are returned in Apache Arrow IPC file format. Here's how to read them:
```java
import org.apache.arrow.vector.ipc.ArrowFileReader;
@@ -571,50 +441,45 @@ import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.memory.BufferAllocator;
import org.apache.arrow.memory.RootAllocator;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.nio.channels.SeekableByteChannel;
final class ArrowIpc {
static ArrowFileReader openFileReader(byte[] data, BufferAllocator allocator) throws IOException {
return new ArrowFileReader(new ByteArraySeekableByteChannel(data), allocator);
// Helper class to read Arrow data from byte array
class ByteArraySeekableByteChannel implements SeekableByteChannel {
private final byte[] data;
private long position = 0;
private boolean isOpen = true;
public ByteArraySeekableByteChannel(byte[] data) {
this.data = data;
}
private static final class ByteArraySeekableByteChannel implements SeekableByteChannel {
private final byte[] data;
private long position = 0;
private boolean isOpen = true;
private ByteArraySeekableByteChannel(byte[] data) {
this.data = data;
}
@Override
public int read(ByteBuffer dst) {
int remaining = dst.remaining();
int available = (int) (data.length - position);
if (available <= 0) return -1;
int toRead = Math.min(remaining, available);
dst.put(data, (int) position, toRead);
position += toRead;
return toRead;
}
@Override public long position() { return position; }
@Override public SeekableByteChannel position(long newPosition) { position = newPosition; return this; }
@Override public long size() { return data.length; }
@Override public boolean isOpen() { return isOpen; }
@Override public void close() { isOpen = false; }
@Override public int write(ByteBuffer src) { throw new UnsupportedOperationException(); }
@Override public SeekableByteChannel truncate(long size) { throw new UnsupportedOperationException(); }
@Override
public int read(ByteBuffer dst) {
int remaining = dst.remaining();
int available = (int) (data.length - position);
if (available <= 0) return -1;
int toRead = Math.min(remaining, available);
dst.put(data, (int) position, toRead);
position += toRead;
return toRead;
}
@Override public long position() { return position; }
@Override public SeekableByteChannel position(long newPosition) { position = newPosition; return this; }
@Override public long size() { return data.length; }
@Override public boolean isOpen() { return isOpen; }
@Override public void close() { isOpen = false; }
@Override public int write(ByteBuffer src) { throw new UnsupportedOperationException(); }
@Override public SeekableByteChannel truncate(long size) { throw new UnsupportedOperationException(); }
}
// Read query results
byte[] queryResult = namespaceClient.queryTable(query);
try (BufferAllocator allocator = new RootAllocator();
ArrowFileReader reader = ArrowIpc.openFileReader(queryResult, allocator)) {
ArrowFileReader reader = new ArrowFileReader(
new ByteArraySeekableByteChannel(queryResult), allocator)) {
for (int i = 0; i < reader.getRecordBlocks().size(); i++) {
reader.loadRecordBatch(reader.getRecordBlocks().get(i));
+14 -16
View File
@@ -1,7 +1,7 @@
# Contributing to LanceDB Typescript
This document outlines the process for contributing to LanceDB Typescript.
For general contribution guidelines, see [CONTRIBUTING.md](https://github.com/lancedb/lancedb/blob/main/CONTRIBUTING.md).
For general contribution guidelines, see [CONTRIBUTING.md](../CONTRIBUTING.md).
## Project layout
@@ -12,22 +12,20 @@ Typescript.
* `src/`: Rust bindings source code
* `lancedb/`: Typescript package source code
* `__test__/`: Unit tests
* `examples/`: A pnpm package with the examples shown in the documentation
* `examples/`: An npm package with the examples shown in the documentation
## Development environment
To set up your development environment, you will need to install the following:
1. Node.js 22 or later (required by pnpm 11)
2. [pnpm](https://pnpm.io/installation) 11 or later (or run via `corepack enable`,
which uses the `packageManager` field in `package.json`)
3. Rust's package manager, Cargo. Use [rustup](https://rustup.rs/) to install.
4. [protoc](https://grpc.io/docs/protoc-installation/) (Protocol Buffers compiler)
1. Node.js 14 or later
2. Rust's package manager, Cargo. Use [rustup](https://rustup.rs/) to install.
3. [protoc](https://grpc.io/docs/protoc-installation/) (Protocol Buffers compiler)
Initial setup:
```shell
pnpm install
npm install
```
### Commit Hooks
@@ -41,38 +39,38 @@ pre-commit install
## Development
Most common development commands can be run using the pnpm scripts.
Most common development commands can be run using the npm scripts.
Build the package
```shell
pnpm install
pnpm build
npm install
npm run build
```
Lint:
```shell
pnpm lint
npm run lint
```
Format and fix lints:
```shell
pnpm lint-fix
npm run lint-fix
```
Run tests:
```shell
pnpm test
npm test
```
To run a single test:
```shell
# Single file: table.test.ts
pnpm test -- table.test.ts
npm test -- table.test.ts
# Single test: 'merge insert' in table.test.ts
pnpm test -- table.test.ts --testNamePattern=merge\ insert
npm test -- table.test.ts --testNamePattern=merge\ insert
```
-43
View File
@@ -1,43 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / BranchContents
# Class: BranchContents
## Constructors
### new BranchContents()
```ts
new BranchContents(): BranchContents
```
#### Returns
[`BranchContents`](BranchContents.md)
## Properties
### manifestSize
```ts
manifestSize: number;
```
***
### parentBranch?
```ts
optional parentBranch: string;
```
***
### parentVersion
```ts
parentVersion: number;
```
-139
View File
@@ -1,139 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / Branches
# Class: Branches
Branch manager for a [Table](Table.md).
Unlike tags, `create` and `checkout` return a new [Table](Table.md) handle scoped
to the branch; writes on it do not affect `main`.
## Methods
### checkout()
```ts
checkout(name, version?): Promise<Table>
```
Check out an existing branch and return a handle scoped to it.
With `version` set, the returned handle is pinned to that version of the
branch (a read-only, detached view); otherwise it tracks the branch's
latest and stays writable.
#### Parameters
* **name**: `string`
* **version?**: `number`
#### Returns
`Promise`&lt;[`Table`](Table.md)&gt;
***
### create()
```ts
create(
name,
fromRef?,
fromVersion?): Promise<Table>
```
Create a branch and return a handle scoped to it.
#### Parameters
* **name**: `string`
Name of the new branch.
* **fromRef?**: `string`
Source branch to fork from. Defaults to `main`.
* **fromVersion?**: `number`
A specific version on `fromRef`. Defaults to latest.
#### Returns
`Promise`&lt;[`Table`](Table.md)&gt;
***
### delete()
```ts
delete(name): Promise<void>
```
Delete a branch.
#### Parameters
* **name**: `string`
#### Returns
`Promise`&lt;`void`&gt;
***
### diff()
```ts
diff(fromBranch): Promise<BranchDiff>
```
Compare a branch against main without modifying either branch.
#### Parameters
* **fromBranch**: `string`
#### Returns
`Promise`&lt;[`BranchDiff`](../interfaces/BranchDiff.md)&gt;
***
### list()
```ts
list(): Promise<Record<string, BranchContents>>
```
List all branches, mapping name to branch metadata.
#### Returns
`Promise`&lt;`Record`&lt;`string`, [`BranchContents`](BranchContents.md)&gt;&gt;
***
### merge()
```ts
merge(fromBranch, dryRun): Promise<MergeBranchResult>
```
Merge a branch into main.
Set `dryRun` to `true` to preview the merge. A rejected merge resolves
with `status: "rejected"` instead of throwing.
#### Parameters
* **fromBranch**: `string`
Branch to merge from.
* **dryRun**: `boolean` = `false`
When true, only preview the merge. Defaults to false.
#### Returns
`Promise`&lt;[`MergeBranchResult`](../interfaces/MergeBranchResult.md)&gt;
-143
View File
@@ -148,33 +148,6 @@ Creates a new empty Table
***
### createNamespace()
```ts
abstract createNamespace(namespacePath, options?): Promise<CreateNamespaceResponse>
```
Create a new namespace at the given path.
#### Parameters
* **namespacePath**: `string`[]
The namespace path to create.
* **options?**: `Partial`&lt;[`CreateNamespaceOptions`](../interfaces/CreateNamespaceOptions.md)&gt;
Creation `mode`
("create" | "exist_ok" | "overwrite") and optional `properties`
to attach to the namespace.
#### Returns
`Promise`&lt;[`CreateNamespaceResponse`](../interfaces/CreateNamespaceResponse.md)&gt;
The properties of the
created namespace and an optional transaction id.
***
### createTable()
#### createTable(options, namespacePath)
@@ -257,29 +230,6 @@ Creates a new Table and initialize it with new data.
***
### describeNamespace()
```ts
abstract describeNamespace(namespacePath): Promise<DescribeNamespaceResponse>
```
Describe a namespace, returning its properties.
#### Parameters
* **namespacePath**: `string`[]
The namespace path to describe, in
parent → child order, e.g. `["analytics", "sales"]`.
#### Returns
`Promise`&lt;[`DescribeNamespaceResponse`](../interfaces/DescribeNamespaceResponse.md)&gt;
The namespace's properties
(may be undefined if the namespace has none).
***
### display()
```ts
@@ -313,36 +263,6 @@ Drop all tables in the database.
***
### dropNamespace()
```ts
abstract dropNamespace(namespacePath, options?): Promise<DropNamespaceResponse>
```
Drop a namespace.
Use `behavior: "cascade"` to also drop everything contained in the
namespace (sub-namespaces and tables). The default `"restrict"`
behavior refuses to drop a non-empty namespace.
#### Parameters
* **namespacePath**: `string`[]
The namespace path to drop.
* **options?**: `Partial`&lt;[`DropNamespaceOptions`](../interfaces/DropNamespaceOptions.md)&gt;
`mode` ("skip" | "fail"
for missing-namespace handling) and `behavior` ("restrict" | "cascade").
#### Returns
`Promise`&lt;[`DropNamespaceResponse`](../interfaces/DropNamespaceResponse.md)&gt;
Any properties returned by
the server and an optional transaction id.
***
### dropTable()
```ts
@@ -379,36 +299,6 @@ Return true if the connection has not been closed
***
### listNamespaces()
```ts
abstract listNamespaces(namespacePath?, options?): Promise<ListNamespacesResponse>
```
List the immediate child namespaces under the given parent.
Results may be paginated. To retrieve subsequent pages, pass the
`pageToken` returned by a previous call.
#### Parameters
* **namespacePath?**: `string`[]
The parent namespace path. Defaults
to the root namespace if omitted.
* **options?**: `Partial`&lt;[`ListNamespacesOptions`](../interfaces/ListNamespacesOptions.md)&gt;
Pagination options
(`pageToken`, `limit`).
#### Returns
`Promise`&lt;[`ListNamespacesResponse`](../interfaces/ListNamespacesResponse.md)&gt;
Child namespace names and
an optional token for fetching the next page.
***
### openTable()
```ts
@@ -437,39 +327,6 @@ Open a table in the database.
***
### renameTable()
```ts
abstract renameTable(
currentName,
newName,
options?): Promise<void>
```
Rename a table.
Currently only supported by LanceDB Cloud. Local OSS connections and
namespace-backed connections (via [connectNamespace](../functions/connectNamespace.md)) reject with
a "not supported" error.
#### Parameters
* **currentName**: `string`
The current name of the table.
* **newName**: `string`
The new name for the table.
* **options?**: [`RenameTableOptions`](../interfaces/RenameTableOptions.md)
Optional namespace paths. When
`newNamespacePath` is omitted the table stays in `namespacePath`.
#### Returns
`Promise`&lt;`void`&gt;
***
### tableNames()
#### tableNames(options)
-18
View File
@@ -57,24 +57,6 @@ block size may be added in the future.
***
### fm()
```ts
static fm(): Index
```
Create an FM-Index.
An FM-Index is a scalar index on string or binary columns that accelerates
substring search, i.e. `contains(col, 'needle')`. Unlike the tokenized
full-text-search index, it matches arbitrary substrings of the raw bytes.
#### Returns
[`Index`](Index.md)
***
### fts()
```ts
-50
View File
@@ -76,56 +76,6 @@ the query optimizer chooses a suboptimal path.
***
### useLsm()
```ts
useLsm(enable): MergeInsertBuilder
```
Control MemWAL routing for this merge.
By default (unset), a `mergeInsert` on a table with an LSM write spec is
routed through Lance's MemWAL shard writer, and a table without one uses the
standard path.
#### Parameters
* **enable**: `boolean`
`true` forces MemWAL routing and errors if the table has no
LSM write spec. `false` forces the standard write path even when a spec is set.
#### Returns
[`MergeInsertBuilder`](MergeInsertBuilder.md)
***
### validateSingleShard()
```ts
validateSingleShard(validateSingleShard): MergeInsertBuilder
```
Controls how an LSM merge checks that its input targets a single shard.
When a table has an LSM write spec, every row in a `mergeInsert` call must
route to the same shard. When `true` (the default), every row is inspected
to verify this. When `false`, only the first row is inspected and the
shard it routes to is used for the whole input — a faster path for callers
that have already pre-sharded their input. Has no effect on tables without
an LSM write spec.
#### Parameters
* **validateSingleShard**: `boolean`
Whether to check every row routes to one shard. Defaults to `true`.
#### Returns
[`MergeInsertBuilder`](MergeInsertBuilder.md)
***
### whenMatchedUpdateAll()
```ts
+1 -70
View File
@@ -33,7 +33,7 @@ protected inner: Query | Promise<Query>;
### analyzePlan()
```ts
analyzePlan(distributedMetrics?): Promise<string>
analyzePlan(): Promise<string>
```
Executes the query and returns the physical query plan annotated with runtime metrics.
@@ -41,12 +41,6 @@ Executes the query and returns the physical query plan annotated with runtime me
This is useful for debugging and performance analysis, as it shows how the query was executed
and includes metrics such as elapsed time, rows processed, and I/O statistics.
#### Parameters
* **distributedMetrics?**: [`AnalyzePlanDistributedMetrics`](../type-aliases/AnalyzePlanDistributedMetrics.md)
How distributed worker metrics are displayed for remote query plans.
Defaults to `"aggregate"`.
#### Returns
`Promise`&lt;`string`&gt;
@@ -349,30 +343,6 @@ This is useful for pagination.
***
### orderBy()
```ts
orderBy(ordering): this
```
Sort the results by the specified column(s).
#### Parameters
* **ordering**: [`ColumnOrdering`](../interfaces/ColumnOrdering.md) \| [`ColumnOrdering`](../interfaces/ColumnOrdering.md)[]
#### Returns
`this`
This query builder.
#### Inherited from
`StandardQueryBase.orderBy`
***
### outputSchema()
```ts
@@ -497,42 +467,6 @@ ArrowTable.
***
### useLsm()
```ts
useLsm(enable): this
```
Control MemWAL read routing for this query.
By default (unset), when the table carries a MemWAL write spec (see
[Table#setLsmWriteSpec](Table.md#setlsmwritespec)), reads are routed through the LSM scanner so
they also return data written via the `mergeInsert` LSM path that has not yet
been compacted into the base table (the active/frozen in-memory memtables and
the flushed generations), deduplicated by primary key; a table without a spec
reads the base table.
#### Parameters
* **enable**: `boolean`
`true` forces the LSM scanner and errors if the table has no
MemWAL write spec. `false` bypasses the MemWAL and reads the base table only,
even when a spec is present.
Note: the LSM scanner does not support every query shape (e.g. reranking,
hybrid search, `orderBy`). On a MemWAL table those shapes error unless
`useLsm(false)` is set, because a base-only read would silently exclude
un-compacted MemWAL data.
#### Returns
`this`
#### Inherited from
`StandardQueryBase.useLsm`
***
### where()
```ts
@@ -560,9 +494,6 @@ x > 5 OR y = 'test'
Filtering performance can often be improved by creating a scalar index
on the filter column(s).
Calling this multiple times combines the filters with a logical AND rather
than replacing the previous filter.
```
#### Inherited from
+1 -7
View File
@@ -38,7 +38,7 @@ protected inner: NativeQueryType | Promise<NativeQueryType>;
### analyzePlan()
```ts
analyzePlan(distributedMetrics?): Promise<string>
analyzePlan(): Promise<string>
```
Executes the query and returns the physical query plan annotated with runtime metrics.
@@ -46,12 +46,6 @@ Executes the query and returns the physical query plan annotated with runtime me
This is useful for debugging and performance analysis, as it shows how the query was executed
and includes metrics such as elapsed time, rows processed, and I/O statistics.
#### Parameters
* **distributedMetrics?**: [`AnalyzePlanDistributedMetrics`](../type-aliases/AnalyzePlanDistributedMetrics.md)
How distributed worker metrics are displayed for remote query plans.
Defaults to `"aggregate"`.
#### Returns
`Promise`&lt;`string`&gt;
-173
View File
@@ -1,173 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / Scannable
# Class: Scannable
A data source that can be scanned as a stream of Arrow `RecordBatch`es.
`Scannable` wraps the schema + optional row count + rescannable flag and
a callback that yields batches one at a time. It is passed to consumers
(e.g. `Table.add`, `createTable`, `mergeInsert` — follow-up work) that
need to pull data without materializing the full dataset in JS memory.
Batches cross the JS↔Rust boundary as Arrow IPC Stream messages; a fresh
writer serializes each batch, and the Rust side decodes it with
`arrow_ipc::reader::StreamReader`. One batch is in flight at a time.
## Properties
### numRows
```ts
readonly numRows: null | number;
```
***
### rescannable
```ts
readonly rescannable: boolean;
```
***
### schema
```ts
readonly schema: Schema<any>;
```
## Methods
### fromFactory()
```ts
static fromFactory(
schema,
factory,
opts): Promise<Scannable>
```
Build a Scannable from an explicit schema and a factory that returns a
fresh batch iterator on each call.
The factory is invoked once per scan. Each iterator yields
`RecordBatch`es matching the declared schema. Use this when you need
direct control over the pull loop — for example, to wrap a streaming
source whose batches are produced lazily.
#### Parameters
* **schema**: `Schema`&lt;`any`&gt;
The Arrow schema of the produced batches.
* **factory**
Called at the start of each scan to produce a batch
iterator. Must be idempotent when `rescannable` is true.
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
Optional hints. `rescannable` defaults to `true`; set to
`false` if calling `factory()` twice would not reproduce the same data.
#### Returns
`Promise`&lt;[`Scannable`](Scannable.md)&gt;
***
### fromIterable()
```ts
static fromIterable(
schema,
iter,
opts): Promise<Scannable>
```
Build a Scannable from an iterable of `RecordBatch`es. `rescannable`
defaults to `false`. Pass an explicit schema so the consumer can
validate before any batch is pulled.
`opts.rescannable: true` is honest for replayable iterables (Arrays,
Sets, or custom iterables whose `[Symbol.iterator]()` returns a fresh
iterator each call). It is rejected for one-shot iterables (generators,
async generators, or already-an-iterator inputs) because their
`[Symbol.iterator]()` returns the same exhausted object on the second
scan. For replayable sources outside this shape, use
`fromFactory(schema, () => createIter(), { rescannable: true })`.
Note: when `opts.rescannable` is `true`, the constructor calls
`[Symbol.iterator]()` once on the input to perform the structural check.
#### Parameters
* **schema**: `Schema`&lt;`any`&gt;
* **iter**: `Iterable`&lt;`RecordBatch`&lt;`any`&gt;&gt; \| `AsyncIterable`&lt;`RecordBatch`&lt;`any`&gt;&gt;
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
#### Returns
`Promise`&lt;[`Scannable`](Scannable.md)&gt;
***
### fromRecordBatchReader()
```ts
static fromRecordBatchReader(reader, opts): Promise<Scannable>
```
Build a Scannable from an Arrow `RecordBatchReader`. A reader can only
be consumed once; `rescannable` defaults to `false`.
The reader must already be opened (via `.open()`) so its `.schema` is
populated. `RecordBatchReader.from(...)` returns an unopened reader.
`opts.rescannable: true` is rejected because `RecordBatchReader` is a
self-iterator (its `[Symbol.iterator]()` returns itself), and this
constructor does not call `reader.reset()` between scans, so a second
scan would always see an exhausted reader. For genuinely replayable
sources, use
`fromFactory(schema, () => openReader(), { rescannable: true })`,
which mints a fresh reader on each scan.
#### Parameters
* **reader**: `RecordBatchReader`&lt;`any`&gt;
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
#### Returns
`Promise`&lt;[`Scannable`](Scannable.md)&gt;
***
### fromTable()
```ts
static fromTable(table, opts): Promise<Scannable>
```
Build a Scannable from an in-memory Arrow `Table`. Always rescannable;
the table's batches are replayed on each scan.
The table's row count is authoritative: `opts.numRows` must either be
omitted or equal to `table.numRows`. `opts.rescannable` of `false` is
rejected because in-memory Tables are always rescannable.
#### Parameters
* **table**: `Table`&lt;`any`&gt;
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
#### Returns
`Promise`&lt;[`Scannable`](Scannable.md)&gt;
-235
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@@ -110,23 +110,6 @@ containing the new version number of the table after altering the columns.
***
### branches()
```ts
abstract branches(): Promise<Branches>
```
Get the branch manager for this table.
Branches are isolated, writable lines of history forked from another
branch (or version). Writes on a branch do not affect `main`.
#### Returns
`Promise`&lt;[`Branches`](Branches.md)&gt;
***
### checkout()
```ts
@@ -204,25 +187,6 @@ Any attempt to use the table after it is closed will result in an error.
***
### closeLsmWriters()
```ts
abstract closeLsmWriters(): Promise<void>
```
Drain and close any cached MemWAL shard writers held for this table.
When an [LsmWriteSpec](../interfaces/LsmWriteSpec.md) is installed, `mergeInsert` opens MemWAL
shard writers and caches them for reuse across calls. This closes them,
flushing pending data; writers reopen lazily on the next `mergeInsert`.
It is a no-op when no writers are cached.
#### Returns
`Promise`&lt;`void`&gt;
***
### countRows()
```ts
@@ -295,23 +259,6 @@ await table.createIndex("my_float_col");
***
### currentBranch()
```ts
abstract currentBranch(): null | string
```
The branch this table handle is scoped to, or `null` for the main branch.
A handle returned by [Branches.create](Branches.md#create) or [Branches.checkout](Branches.md#checkout)
reports the branch it targets; a handle opened normally reports `null`.
#### Returns
`null` \| `string`
***
### delete()
```ts
@@ -398,26 +345,6 @@ Drop an index from the table.
***
### getLsmWriteSpec()
```ts
abstract getLsmWriteSpec(): Promise<undefined | LsmWriteSpec>
```
Read the [LsmWriteSpec](../interfaces/LsmWriteSpec.md) currently installed on this table.
Resolves to `undefined` when the MemWAL LSM write path is not enabled (no
spec has been set, or it was removed with [Table#unsetLsmWriteSpec](Table.md#unsetlsmwritespec)).
The returned spec — including its `maintainedIndexes` and
`writerConfigDefaults` — mirrors what was passed to
[Table#setLsmWriteSpec](Table.md#setlsmwritespec).
#### Returns
`Promise`&lt;`undefined` \| [`LsmWriteSpec`](../interfaces/LsmWriteSpec.md)&gt;
***
### indexStats()
```ts
@@ -574,34 +501,6 @@ Modeled after ``VACUUM`` in PostgreSQL.
***
### prewarmData()
```ts
abstract prewarmData(columns?): Promise<void>
```
Prewarm one or more columns of data in the table.
#### Parameters
* **columns?**: `string`[]
The columns to prewarm. If undefined, all columns are prewarmed.
This will load the column data into the page cache so that future queries that
read those columns avoid the initial cold-start latency. This call initiates
prewarming and returns once the request is accepted; the warming itself may
continue in the background. Calling it on already-prewarmed columns is a
no-op on the server.
Prewarming is generally useful for columns used in filters or projections.
Large columns (e.g. high-dimensional vectors or binary data) may not be
practical to prewarm.
This feature is currently only supported on remote tables.
#### Returns
`Promise`&lt;`void`&gt;
***
### prewarmIndex()
```ts
@@ -763,74 +662,6 @@ of the given query
***
### setLsmWriteSpec()
```ts
abstract setLsmWriteSpec(spec): Promise<void>
```
Install an [LsmWriteSpec](../interfaces/LsmWriteSpec.md) on this table, selecting Lance's MemWAL
LSM-style write path for future `mergeInsert` calls.
`LsmWriteSpec` chooses one of three sharding strategies via `specType`:
- `"bucket"` — hash-bucket writes by the single-column unenforced primary
key (`column` and `numBuckets` required).
- `"identity"` — shard by the raw value of a scalar `column`.
- `"unsharded"` — route every write to a single shard.
All variants require the table to have an unenforced primary key
([Table#setUnenforcedPrimaryKey](Table.md#setunenforcedprimarykey)); bucket sharding additionally
requires it to be the single column being bucketed.
#### Parameters
* **spec**: [`LsmWriteSpec`](../interfaces/LsmWriteSpec.md)
The sharding spec to install.
#### Returns
`Promise`&lt;`void`&gt;
#### Example
```ts
await table.setUnenforcedPrimaryKey("id");
await table.setLsmWriteSpec({
specType: "bucket",
column: "id",
numBuckets: 16,
maintainedIndexes: ["id_idx"],
});
```
***
### setUnenforcedPrimaryKey()
```ts
abstract setUnenforcedPrimaryKey(columns): Promise<void>
```
Set the unenforced primary key for this table to a single column.
"Unenforced" means LanceDB does not check uniqueness on writes; the
column is recorded in the schema as the primary key for use by features
such as `merge_insert`. Only single-column primary keys are supported,
and the key cannot be changed once set.
#### Parameters
* **columns**: `string` \| `string`[]
The primary key column. A one-element
array is also accepted; passing more than one column is rejected.
#### Returns
`Promise`&lt;`void`&gt;
***
### stats()
```ts
@@ -934,49 +765,6 @@ Return the table as an arrow table
***
### tokenize()
```ts
abstract tokenize(query, options): Promise<FtsToken[]>
```
Tokenize a full-text search query using the tokenizer configured on an FTS index.
Specify exactly one of `column` or `indexName`.
Model-backed tokenizers such as `jieba/*` and `lindera/*` are rebuilt in
the client process from index metadata. For remote tables, this means the
same tokenizer model files must also exist locally.
#### Parameters
* **query**: `string`
* **options**: [`TokenizeTableOptions`](../type-aliases/TokenizeTableOptions.md)
#### Returns
`Promise`&lt;[`FtsToken`](../interfaces/FtsToken.md)[]&gt;
***
### unsetLsmWriteSpec()
```ts
abstract unsetLsmWriteSpec(): Promise<void>
```
Remove the [LsmWriteSpec](../interfaces/LsmWriteSpec.md) from this table, reverting to the standard
`mergeInsert` write path.
Errors if no spec is currently set.
#### Returns
`Promise`&lt;`void`&gt;
***
### update()
#### update(opts)
@@ -1074,29 +862,6 @@ based on the row being updated (e.g. "my_col + 1")
***
### updateFieldMetadata()
```ts
abstract updateFieldMetadata(updates): Promise<UpdateFieldMetadataResult>
```
Update per-field (column) metadata.
#### Parameters
* **updates**: [`FieldMetadataUpdate`](../interfaces/FieldMetadataUpdate.md)[]
One or more per-field updates. Each
update's metadata is merged into the field's existing metadata by default;
a value of `null` deletes that key, and `replace: true` swaps the whole map.
#### Returns
`Promise`&lt;[`UpdateFieldMetadataResult`](../interfaces/UpdateFieldMetadataResult.md)&gt;
resolves to the new table version.
***
### vectorSearch()
```ts
+1 -30
View File
@@ -29,7 +29,7 @@ protected inner: TakeQuery | Promise<TakeQuery>;
### analyzePlan()
```ts
analyzePlan(distributedMetrics?): Promise<string>
analyzePlan(): Promise<string>
```
Executes the query and returns the physical query plan annotated with runtime metrics.
@@ -37,12 +37,6 @@ Executes the query and returns the physical query plan annotated with runtime me
This is useful for debugging and performance analysis, as it shows how the query was executed
and includes metrics such as elapsed time, rows processed, and I/O statistics.
#### Parameters
* **distributedMetrics?**: [`AnalyzePlanDistributedMetrics`](../type-aliases/AnalyzePlanDistributedMetrics.md)
How distributed worker metrics are displayed for remote query plans.
Defaults to `"aggregate"`.
#### Returns
`Promise`&lt;`string`&gt;
@@ -273,29 +267,6 @@ ArrowTable.
***
### useLsm()
```ts
useLsm(enable): this
```
Control MemWAL read routing for this take query.
`false` bypasses the MemWAL and reads the base table only — the escape hatch,
since take-by-row-id/offset is not supported on the LSM scanner and, on a
MemWAL table, auto-routes to it and errors otherwise.
#### Parameters
* **enable**: `boolean`
`false` reads the base table only.
#### Returns
`this`
***
### withRowId()
```ts
+1 -70
View File
@@ -51,7 +51,7 @@ addQueryVector(vector): VectorQuery
### analyzePlan()
```ts
analyzePlan(distributedMetrics?): Promise<string>
analyzePlan(): Promise<string>
```
Executes the query and returns the physical query plan annotated with runtime metrics.
@@ -59,12 +59,6 @@ Executes the query and returns the physical query plan annotated with runtime me
This is useful for debugging and performance analysis, as it shows how the query was executed
and includes metrics such as elapsed time, rows processed, and I/O statistics.
#### Parameters
* **distributedMetrics?**: [`AnalyzePlanDistributedMetrics`](../type-aliases/AnalyzePlanDistributedMetrics.md)
How distributed worker metrics are displayed for remote query plans.
Defaults to `"aggregate"`.
#### Returns
`Promise`&lt;`string`&gt;
@@ -504,30 +498,6 @@ This is useful for pagination.
***
### orderBy()
```ts
orderBy(ordering): this
```
Sort the results by the specified column(s).
#### Parameters
* **ordering**: [`ColumnOrdering`](../interfaces/ColumnOrdering.md) \| [`ColumnOrdering`](../interfaces/ColumnOrdering.md)[]
#### Returns
`this`
This query builder.
#### Inherited from
`StandardQueryBase.orderBy`
***
### outputSchema()
```ts
@@ -746,42 +716,6 @@ ArrowTable.
***
### useLsm()
```ts
useLsm(enable): this
```
Control MemWAL read routing for this query.
By default (unset), when the table carries a MemWAL write spec (see
[Table#setLsmWriteSpec](Table.md#setlsmwritespec)), reads are routed through the LSM scanner so
they also return data written via the `mergeInsert` LSM path that has not yet
been compacted into the base table (the active/frozen in-memory memtables and
the flushed generations), deduplicated by primary key; a table without a spec
reads the base table.
#### Parameters
* **enable**: `boolean`
`true` forces the LSM scanner and errors if the table has no
MemWAL write spec. `false` bypasses the MemWAL and reads the base table only,
even when a spec is present.
Note: the LSM scanner does not support every query shape (e.g. reranking,
hybrid search, `orderBy`). On a MemWAL table those shapes error unless
`useLsm(false)` is set, because a base-only read would silently exclude
un-compacted MemWAL data.
#### Returns
`this`
#### Inherited from
`StandardQueryBase.useLsm`
***
### where()
```ts
@@ -809,9 +743,6 @@ x > 5 OR y = 'test'
Filtering performance can often be improved by creating a scalar index
on the filter column(s).
Calling this multiple times combines the filters with a logical AND rather
than replacing the previous filter.
```
#### Inherited from
-29
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@@ -1,29 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / OAuthFlowType
# Enumeration: OAuthFlowType
OAuth authentication flow types.
## Enumeration Members
### AzureManagedIdentity
```ts
AzureManagedIdentity: "azure_managed_identity";
```
Azure Managed Identity via IMDS.
***
### ClientCredentials
```ts
ClientCredentials: "client_credentials";
```
Client Credentials grant (service-to-service / M2M).
-131
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@@ -1,131 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / connectNamespace
# Function: connectNamespace()
## connectNamespace(implName, config, options)
```ts
function connectNamespace(
implName,
config,
options?): Promise<Connection>
```
Connect to a LanceDB database through a namespace.
Unlike [connect](connect.md), which routes by URI scheme (local path vs.
`db://` cloud), `connectNamespace` always returns a namespace-backed
connection. The `implName` selects the namespace implementation:
- `"dir"` — directory namespace, configured with [DirNamespaceConfig](../interfaces/DirNamespaceConfig.md).
- `"rest"` — remote REST catalog, configured with [RestNamespaceConfig](../interfaces/RestNamespaceConfig.md).
- Any other string — full module path for a custom implementation,
configured with a free-form string-keyed `properties` map.
### Parameters
* **implName**: `"dir"`
* **config**: [`DirNamespaceConfig`](../interfaces/DirNamespaceConfig.md)
* **options?**: `Partial`&lt;[`ConnectNamespaceOptions`](../interfaces/ConnectNamespaceOptions.md)&gt;
### Returns
`Promise`&lt;[`Connection`](../classes/Connection.md)&gt;
### Examples
```ts
const db = await connectNamespace("dir", { root: "/path/to/db" });
await db.createTable("users", [{ id: 1 }]);
```
```ts
const db = await connectNamespace("rest", {
uri: "https://catalog.example.com",
headers: { "x-api-key": process.env.CATALOG_KEY ?? "" },
});
```
```ts
const db = await connectNamespace("my.custom.Namespace", {
endpoint: "...",
});
```
## connectNamespace(implName, config, options)
```ts
function connectNamespace(
implName,
config,
options?): Promise<Connection>
```
Connect through the built-in REST namespace.
Configured with [RestNamespaceConfig](../interfaces/RestNamespaceConfig.md). See the function-level
documentation above for the full surface, examples, and how this
relates to [connect](connect.md).
### Parameters
* **implName**: `"rest"`
* **config**: [`RestNamespaceConfig`](../interfaces/RestNamespaceConfig.md)
* **options?**: `Partial`&lt;[`ConnectNamespaceOptions`](../interfaces/ConnectNamespaceOptions.md)&gt;
### Returns
`Promise`&lt;[`Connection`](../classes/Connection.md)&gt;
### Example
```ts
const db = await connectNamespace("rest", {
uri: "https://catalog.example.com",
headers: { "x-api-key": process.env.CATALOG_KEY ?? "" },
});
```
## connectNamespace(implName, properties, options)
```ts
function connectNamespace(
implName,
properties,
options?): Promise<Connection>
```
Connect through a custom namespace implementation by full module path,
configured with a free-form string-keyed `properties` map. Use the
typed overloads above for the built-in `"dir"` and `"rest"` impls.
See the function-level documentation above for examples and how this
relates to [connect](connect.md).
### Parameters
* **implName**: `string`
* **properties**: `Record`&lt;`string`, `string`&gt;
* **options?**: `Partial`&lt;[`ConnectNamespaceOptions`](../interfaces/ConnectNamespaceOptions.md)&gt;
### Returns
`Promise`&lt;[`Connection`](../classes/Connection.md)&gt;
### Example
```ts
const db = await connectNamespace("my.custom.Namespace", {
endpoint: "...",
});
```
@@ -1,42 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / instrumentLanceDbMetrics
# Function: instrumentLanceDbMetrics()
```ts
function instrumentLanceDbMetrics(meterProvider?): boolean
```
Register LanceDB metrics as OpenTelemetry observable instruments.
Installs a process-global metrics recorder and creates one observable
instrument per LanceDB metric (currently object store request counts, bytes,
latency, errors, and throttles) on the given (or global) `MeterProvider`. The
configured `MetricReader` then collects them on its own schedule.
Counters and gauges map directly to observable counters/gauges. Because
OpenTelemetry has no asynchronous histogram instrument, each histogram is
exported Prometheus-style as cumulative `le` bucket counts (`<name>_bucket`,
with an `le` attribute) plus `<name>_count` and `<name>_sum`.
Requires `@opentelemetry/api` (a dependency) and, to actually export, an
OpenTelemetry SDK such as `@opentelemetry/sdk-metrics`.
## Parameters
* **meterProvider?**: `MeterProvider`
The provider to register instruments on. Defaults to the
global provider from `@opentelemetry/api`.
## Returns
`boolean`
`true` if the recorder is installed and instruments are registered.
`false` if a different `metrics` recorder is already installed in this
process (only one global recorder is permitted), in which case a warning is
emitted and no instruments are created. Calling this more than once is safe;
instruments are created only on the first successful call.
-26
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@@ -1,26 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / tokenize
# Function: tokenize()
```ts
function tokenize(query, options?): Promise<FtsToken[]>
```
Tokenize a full-text search query using an explicit tokenizer.
This does not require a table or FTS index. The tokenizer options match
[Index.fts](../classes/Index.md#fts).
## Parameters
* **query**: `string`
* **options?**: `Partial`&lt;[`TokenizeOptions`](../interfaces/TokenizeOptions.md)&gt;
## Returns
`Promise`&lt;[`FtsToken`](../interfaces/FtsToken.md)[]&gt;
-39
View File
@@ -12,7 +12,6 @@
## Enumerations
- [FullTextQueryType](enumerations/FullTextQueryType.md)
- [OAuthFlowType](enumerations/OAuthFlowType.md)
- [Occur](enumerations/Occur.md)
- [Operator](enumerations/Operator.md)
@@ -20,8 +19,6 @@
- [BooleanQuery](classes/BooleanQuery.md)
- [BoostQuery](classes/BoostQuery.md)
- [BranchContents](classes/BranchContents.md)
- [Branches](classes/Branches.md)
- [Connection](classes/Connection.md)
- [HeaderProvider](classes/HeaderProvider.md)
- [Index](classes/Index.md)
@@ -35,7 +32,6 @@
- [PhraseQuery](classes/PhraseQuery.md)
- [Query](classes/Query.md)
- [QueryBase](classes/QueryBase.md)
- [Scannable](classes/Scannable.md)
- [Session](classes/Session.md)
- [StaticHeaderProvider](classes/StaticHeaderProvider.md)
- [Table](classes/Table.md)
@@ -52,32 +48,17 @@
- [AddDataOptions](interfaces/AddDataOptions.md)
- [AddResult](interfaces/AddResult.md)
- [AlterColumnsResult](interfaces/AlterColumnsResult.md)
- [BranchColumnChange](interfaces/BranchColumnChange.md)
- [BranchColumnSummary](interfaces/BranchColumnSummary.md)
- [BranchDiff](interfaces/BranchDiff.md)
- [BranchIndexSummary](interfaces/BranchIndexSummary.md)
- [BranchRowCountSummary](interfaces/BranchRowCountSummary.md)
- [ClientConfig](interfaces/ClientConfig.md)
- [ColumnAlteration](interfaces/ColumnAlteration.md)
- [ColumnOrdering](interfaces/ColumnOrdering.md)
- [CompactionStats](interfaces/CompactionStats.md)
- [ConnectNamespaceOptions](interfaces/ConnectNamespaceOptions.md)
- [ConnectionOptions](interfaces/ConnectionOptions.md)
- [CreateNamespaceOptions](interfaces/CreateNamespaceOptions.md)
- [CreateNamespaceResponse](interfaces/CreateNamespaceResponse.md)
- [CreateTableOptions](interfaces/CreateTableOptions.md)
- [DeleteResult](interfaces/DeleteResult.md)
- [DescribeNamespaceResponse](interfaces/DescribeNamespaceResponse.md)
- [DirNamespaceConfig](interfaces/DirNamespaceConfig.md)
- [DropColumnsResult](interfaces/DropColumnsResult.md)
- [DropNamespaceOptions](interfaces/DropNamespaceOptions.md)
- [DropNamespaceResponse](interfaces/DropNamespaceResponse.md)
- [ExecutableQuery](interfaces/ExecutableQuery.md)
- [FieldMetadataUpdate](interfaces/FieldMetadataUpdate.md)
- [FragmentStatistics](interfaces/FragmentStatistics.md)
- [FragmentSummaryStats](interfaces/FragmentSummaryStats.md)
- [FtsOptions](interfaces/FtsOptions.md)
- [FtsToken](interfaces/FtsToken.md)
- [FullTextQuery](interfaces/FullTextQuery.md)
- [FullTextSearchOptions](interfaces/FullTextSearchOptions.md)
- [HnswPqOptions](interfaces/HnswPqOptions.md)
@@ -88,24 +69,13 @@
- [IvfFlatOptions](interfaces/IvfFlatOptions.md)
- [IvfPqOptions](interfaces/IvfPqOptions.md)
- [IvfRqOptions](interfaces/IvfRqOptions.md)
- [ListNamespacesOptions](interfaces/ListNamespacesOptions.md)
- [ListNamespacesResponse](interfaces/ListNamespacesResponse.md)
- [LsmWriteSpec](interfaces/LsmWriteSpec.md)
- [MergeBlocker](interfaces/MergeBlocker.md)
- [MergeBranchResult](interfaces/MergeBranchResult.md)
- [MergePreview](interfaces/MergePreview.md)
- [MergeResult](interfaces/MergeResult.md)
- [NativeOAuthConfig](interfaces/NativeOAuthConfig.md)
- [OAuthConfig](interfaces/OAuthConfig.md)
- [OpenTableOptions](interfaces/OpenTableOptions.md)
- [OptimizeOptions](interfaces/OptimizeOptions.md)
- [OptimizeStats](interfaces/OptimizeStats.md)
- [QueryExecutionOptions](interfaces/QueryExecutionOptions.md)
- [RemovalStats](interfaces/RemovalStats.md)
- [RenameTableOptions](interfaces/RenameTableOptions.md)
- [RestNamespaceConfig](interfaces/RestNamespaceConfig.md)
- [RetryConfig](interfaces/RetryConfig.md)
- [ScannableOptions](interfaces/ScannableOptions.md)
- [ShuffleOptions](interfaces/ShuffleOptions.md)
- [SplitCalculatedOptions](interfaces/SplitCalculatedOptions.md)
- [SplitHashOptions](interfaces/SplitHashOptions.md)
@@ -116,18 +86,13 @@
- [TimeoutConfig](interfaces/TimeoutConfig.md)
- [TlsConfig](interfaces/TlsConfig.md)
- [TokenResponse](interfaces/TokenResponse.md)
- [TokenizeOptions](interfaces/TokenizeOptions.md)
- [UpdateFieldMetadataResult](interfaces/UpdateFieldMetadataResult.md)
- [UpdateOptions](interfaces/UpdateOptions.md)
- [UpdateResult](interfaces/UpdateResult.md)
- [Version](interfaces/Version.md)
- [WriteExecutionOptions](interfaces/WriteExecutionOptions.md)
- [WriteProgress](interfaces/WriteProgress.md)
## Type Aliases
- [AnalyzePlanDistributedMetrics](type-aliases/AnalyzePlanDistributedMetrics.md)
- [BaseTokenizer](type-aliases/BaseTokenizer.md)
- [Data](type-aliases/Data.md)
- [DataLike](type-aliases/DataLike.md)
- [FieldLike](type-aliases/FieldLike.md)
@@ -137,15 +102,11 @@
- [RecordBatchLike](type-aliases/RecordBatchLike.md)
- [SchemaLike](type-aliases/SchemaLike.md)
- [TableLike](type-aliases/TableLike.md)
- [TokenizeTableOptions](type-aliases/TokenizeTableOptions.md)
## Functions
- [RecordBatchIterator](functions/RecordBatchIterator.md)
- [connect](functions/connect.md)
- [connectNamespace](functions/connectNamespace.md)
- [instrumentLanceDbMetrics](functions/instrumentLanceDbMetrics.md)
- [makeArrowTable](functions/makeArrowTable.md)
- [packBits](functions/packBits.md)
- [permutationBuilder](functions/permutationBuilder.md)
- [tokenize](functions/tokenize.md)
-36
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@@ -19,39 +19,3 @@ mode: "append" | "overwrite";
If "append" (the default) then the new data will be added to the table
If "overwrite" then the new data will replace the existing data in the table.
***
### progress()
```ts
progress: (progress) => void;
```
Optional callback invoked periodically with write progress.
The callback is fired once per batch written and once more with
`done: true` when the write completes. Calls are dispatched
asynchronously to the JS event loop and never block the write — a slow
callback will queue events rather than back-pressure the writer.
Errors thrown from the callback are logged with `console.warn` and
swallowed — they do not abort the write.
#### Parameters
* **progress**: [`WriteProgress`](WriteProgress.md)
#### Returns
`void`
#### Example
```ts
await table.add(data, {
progress: (p) => {
console.log(`${p.outputRows}/${p.totalRows ?? "?"} rows`);
},
});
```
@@ -1,33 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / BranchColumnChange
# Interface: BranchColumnChange
A column whose definition differs between main and the branch.
## Properties
### branch
```ts
branch: BranchColumnSummary;
```
***
### main
```ts
main: BranchColumnSummary;
```
***
### name
```ts
name: string;
```
@@ -1,33 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / BranchColumnSummary
# Interface: BranchColumnSummary
Summary of a column in a branch diff.
## Properties
### dataType
```ts
dataType: string;
```
***
### name
```ts
name: string;
```
***
### nullable
```ts
nullable: boolean;
```
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@@ -1,129 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / BranchDiff
# Interface: BranchDiff
Read-only comparison of a branch against main.
## Properties
### addedColumns
```ts
addedColumns: BranchColumnSummary[];
```
***
### addedIndexes
```ts
addedIndexes: BranchIndexSummary[];
```
***
### baseMoved
```ts
baseMoved: boolean;
```
***
### branchVersion
```ts
branchVersion: number;
```
***
### changedColumns
```ts
changedColumns: BranchColumnChange[];
```
***
### fromBranch
```ts
fromBranch: string;
```
***
### mainVersion
```ts
mainVersion: number;
```
***
### mergeBlockers
```ts
mergeBlockers: MergeBlocker[];
```
***
### mergeable
```ts
mergeable: boolean;
```
***
### parentVersion
```ts
parentVersion: number;
```
***
### removedColumns
```ts
removedColumns: BranchColumnSummary[];
```
***
### removedIndexes
```ts
removedIndexes: BranchIndexSummary[];
```
***
### rowCountBranch
```ts
rowCountBranch: number;
```
***
### rowCountMain
```ts
rowCountMain: number;
```
***
### rowSummary
```ts
rowSummary: BranchRowCountSummary;
```
@@ -1,41 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / BranchIndexSummary
# Interface: BranchIndexSummary
Summary of an index in a branch diff.
## Properties
### columns
```ts
columns: string[];
```
***
### indexName
```ts
indexName: string;
```
***
### indexType?
```ts
optional indexType: string;
```
***
### status
```ts
status: string;
```
@@ -1,57 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / BranchRowCountSummary
# Interface: BranchRowCountSummary
Row-level comparison between main and the branch.
## Properties
### deltaAvailable
```ts
deltaAvailable: boolean;
```
***
### inputsChanged
```ts
inputsChanged: number;
```
***
### newOnBase
```ts
newOnBase: number;
```
***
### newOnBranch
```ts
newOnBranch: number;
```
***
### staleRecompute
```ts
staleRecompute: number;
```
***
### unchanged
```ts
unchanged: number;
```
-31
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@@ -1,31 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / ColumnOrdering
# Interface: ColumnOrdering
## Properties
### ascending?
```ts
optional ascending: boolean;
```
***
### columnName
```ts
columnName: string;
```
***
### nullsFirst?
```ts
optional nullsFirst: boolean;
```
@@ -1,54 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / ConnectNamespaceOptions
# Interface: ConnectNamespaceOptions
## Properties
### namespaceClientProperties?
```ts
optional namespaceClientProperties: Record<string, string>;
```
Extra properties for the backing namespace client.
***
### readConsistencyInterval?
```ts
optional readConsistencyInterval: number;
```
The interval, in seconds, at which to check for updates to the table
from other processes. If None, then consistency is not checked. For
performance reasons, this is the default. For strong consistency, set
this to zero seconds. Then every read will check for updates from other
processes. As a compromise, you can set this to a non-zero value for
eventual consistency.
***
### session?
```ts
optional session: Session;
```
The session to use for this connection. Holds shared caches and other
session-specific state.
***
### storageOptions?
```ts
optional storageOptions: Record<string, string>;
```
Configuration for object storage. The available options are described
at https://docs.lancedb.com/storage/
+8 -25
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@@ -64,39 +64,22 @@ client used by manifest-enabled native connections.
***
### oauthConfig?
```ts
optional oauthConfig: NativeOAuthConfig;
```
(For LanceDB cloud only): OAuth configuration for IdP-based
authentication (e.g., Azure Entra ID). When set, token acquisition
and refresh are handled entirely in Rust. TypeScript users should pass
the public `OAuthConfig` type exported from `@lancedb/lancedb`.
***
### readConsistencyInterval?
```ts
optional readConsistencyInterval: number;
```
The interval, in seconds, at which to check for updates to the table
from other processes. If None, then consistency is not checked. For
performance reasons, this is the default. For strong consistency, set
this to zero seconds. Then every read will check for updates from other
processes. As a compromise, you can set this to a non-zero value for
eventual consistency. If more than that interval has passed since the
last check, then the table will be checked for updates. Note: this
consistency only applies to read operations. Write operations are
(For LanceDB OSS only): The interval, in seconds, at which to check for
updates to the table from other processes. If None, then consistency is not
checked. For performance reasons, this is the default. For strong
consistency, set this to zero seconds. Then every read will check for
updates from other processes. As a compromise, you can set this to a
non-zero value for eventual consistency. If more than that interval
has passed since the last check, then the table will be checked for updates.
Note: this consistency only applies to read operations. Write operations are
always consistent.
Stronger consistency is not free. The smaller the interval, the more
often each read pays the cost of checking for updates against object
storage, raising per-read latency and cost.
***
### region?
@@ -1,27 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / CreateNamespaceOptions
# Interface: CreateNamespaceOptions
## Properties
### mode?
```ts
optional mode: "overwrite" | "create" | "exist_ok";
```
Creation mode.
***
### properties?
```ts
optional properties: Record<string, string>;
```
Properties to set on the new namespace.
@@ -1,23 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / CreateNamespaceResponse
# Interface: CreateNamespaceResponse
## Properties
### properties?
```ts
optional properties: Record<string, string>;
```
***
### transactionId?
```ts
optional transactionId: string;
```
@@ -1,15 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / DescribeNamespaceResponse
# Interface: DescribeNamespaceResponse
## Properties
### properties?
```ts
optional properties: Record<string, string>;
```
@@ -1,47 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / DirNamespaceConfig
# Interface: DirNamespaceConfig
Configuration for the built-in directory namespace (`"dir"`).
The directory namespace stores tables under a single root path (local
filesystem or object storage URI). See
[https://docs.lancedb.com/namespaces](https://docs.lancedb.com/namespaces) for the documented surface;
less-common knobs live under [DirNamespaceConfig.extraProperties](DirNamespaceConfig.md#extraproperties).
## Properties
### extraProperties?
```ts
optional extraProperties: Record<string, string>;
```
Additional raw properties passed verbatim to the namespace
implementation (e.g. `storage.*`, `credential_vendor.*`). Typed
fields above take precedence on key collision.
***
### manifestEnabled?
```ts
optional manifestEnabled: boolean;
```
Whether to maintain a namespace manifest at the root. Required for
child namespaces. Defaults to true on the impl side.
***
### root
```ts
root: string;
```
Root path or URI containing the LanceDB tables.
@@ -1,27 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / DropNamespaceOptions
# Interface: DropNamespaceOptions
## Properties
### behavior?
```ts
optional behavior: "restrict" | "cascade";
```
Refuse to drop if non-empty (restrict) or drop recursively (cascade).
***
### mode?
```ts
optional mode: "fail" | "skip";
```
Whether to skip if the namespace doesn't exist, or fail.
@@ -1,23 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / DropNamespaceResponse
# Interface: DropNamespaceResponse
## Properties
### properties?
```ts
optional properties: Record<string, string>;
```
***
### transactionId?
```ts
optional transactionId: string[];
```
@@ -1,41 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / FieldMetadataUpdate
# Interface: FieldMetadataUpdate
A per-field metadata update, addressed by dot-path.
## Properties
### metadata
```ts
metadata: Record<string, null | string>;
```
Metadata key/value pairs. Merged into the field's existing metadata by
default; a value of `null` deletes that key.
***
### path
```ts
path: string;
```
Dot-separated path to the field. For a top-level column this is just its
name; for a nested field it's the path, e.g. "a.b.c".
***
### replace?
```ts
optional replace: boolean;
```
If true, replace the field's entire metadata map instead of merging.
+1 -33
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@@ -23,7 +23,7 @@ whether to remove punctuation
### baseTokenizer?
```ts
optional baseTokenizer: BaseTokenizer;
optional baseTokenizer: "raw" | "simple" | "whitespace" | "ngram";
```
The tokenizer to use when building the index.
@@ -37,38 +37,6 @@ The following tokenizers are available:
"raw" - Raw tokenizer. This tokenizer does not split the text into tokens and indexes the entire text as a single token.
"icu" - ICU dictionary-based word segmentation.
"icu/split" - ICU segmentation with simple-style delimiter splitting.
***
### blockSize?
```ts
optional blockSize: 128 | 256;
```
Number of documents per compressed posting block.
The default is 128. Supported values are 128 and 256. A value of 256 uses
the experimental FTS V3 format and may introduce breaking changes.
***
### customStopWords?
```ts
optional customStopWords: string[];
```
Custom stop words that replace the built-in list for `language`.
This option only affects tokenization when `removeStopWords` is true.
`undefined` keeps the built-in language list. An empty array explicitly
replaces it with no stop words.
***
### language?
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@@ -1,29 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / FtsToken
# Interface: FtsToken
Token produced by the tokenizer configured on a full-text search index.
## Properties
### position
```ts
position: number;
```
Token position used by full-text query matching.
***
### text
```ts
text: string;
```
Token text after tokenizer filters have been applied.
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@@ -23,31 +23,6 @@ be more columns to represent composite indices.
***
### createdAt?
```ts
optional createdAt: Date;
```
When the index was created.
`undefined` for remote tables or indices created before timestamps were tracked.
***
### indexDetails?
```ts
optional indexDetails: any;
```
Index-type-specific details parsed as a JavaScript object.
Falls back to a raw string if JSON parsing fails. `undefined` for
remote tables or when details are unavailable.
***
### indexType
```ts
@@ -58,30 +33,6 @@ The type of the index
***
### indexUuid?
```ts
optional indexUuid: string;
```
The UUID of the first segment of the index.
`undefined` for remote tables, which do not yet surface this.
***
### indexVersion?
```ts
optional indexVersion: number;
```
The on-disk index format version.
`undefined` for remote tables.
***
### name
```ts
@@ -89,63 +40,3 @@ name: string;
```
The name of the index
***
### numIndexedRows?
```ts
optional numIndexedRows: number;
```
The number of rows indexed, across all segments.
`undefined` for remote tables.
***
### numSegments?
```ts
optional numSegments: number;
```
The number of segments that make up the index.
`undefined` for remote tables.
***
### numUnindexedRows?
```ts
optional numUnindexedRows: number;
```
The number of rows not yet covered by this index.
`undefined` for remote tables.
***
### sizeBytes?
```ts
optional sizeBytes: number;
```
The total size in bytes of all index files across all segments.
`undefined` for remote tables or indices without size tracking.
***
### typeUrl?
```ts
optional typeUrl: string;
```
The protobuf type URL, a precise type identifier for the index.
`undefined` for remote tables.
+11
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@@ -30,6 +30,17 @@ The type of the index
***
### loss?
```ts
optional loss: number;
```
The KMeans loss value of the index,
it is only present for vector indices.
***
### numIndexedRows
```ts
@@ -1,27 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / ListNamespacesOptions
# Interface: ListNamespacesOptions
## Properties
### limit?
```ts
optional limit: number;
```
An optional limit to the number of results to return.
***
### pageToken?
```ts
optional pageToken: string;
```
Token from a previous response for pagination.
@@ -1,23 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / ListNamespacesResponse
# Interface: ListNamespacesResponse
## Properties
### namespaces
```ts
namespaces: string[];
```
***
### pageToken?
```ts
optional pageToken: string;
```
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@@ -1,67 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / LsmWriteSpec
# Interface: LsmWriteSpec
Specification selecting Lance's MemWAL LSM-style write path for
`mergeInsert`.
`specType` is `"bucket"`, `"identity"`, or `"unsharded"`. For `"bucket"`,
`column` and `numBuckets` are required; for `"identity"`, `column` is
required and must be a deterministic function of the unenforced primary
key (every row with a given primary key must always produce the same
`column` value, or upserts of that key can land in different shards and a
stale version can win).
## Properties
### column?
```ts
optional column: string;
```
Bucket and identity variants: the sharding column.
***
### maintainedIndexes?
```ts
optional maintainedIndexes: string[];
```
Names of indexes the MemWAL should keep up to date during writes.
***
### numBuckets?
```ts
optional numBuckets: number;
```
Bucket variant: the number of buckets, in `[1, 1024]`.
***
### specType
```ts
specType: "bucket" | "identity" | "unsharded";
```
One of `"bucket"`, `"identity"`, or `"unsharded"`.
***
### writerConfigDefaults?
```ts
optional writerConfigDefaults: Record<string, string>;
```
Default `ShardWriter` configuration recorded in the MemWAL index.
-25
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@@ -1,25 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / MergeBlocker
# Interface: MergeBlocker
A reason why a branch cannot currently be merged.
## Properties
### code
```ts
code: string;
```
***
### message
```ts
message: string;
```
@@ -1,46 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / MergeBranchResult
# Interface: MergeBranchResult
Result of previewing or attempting a branch merge.
## Properties
### diff
```ts
diff: BranchDiff;
```
***
### mainVersionAfter?
```ts
optional mainVersionAfter: number;
```
***
### preview
```ts
preview: MergePreview;
```
***
### status
```ts
status:
| "unknown"
| "rejected"
| "ready"
| "notImplemented"
| "merged";
```
-17
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@@ -1,17 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / MergePreview
# Interface: MergePreview
Changes that would be, or were, promoted by a branch merge.
## Properties
### promotedColumns
```ts
promotedColumns: string[];
```
-8
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@@ -32,14 +32,6 @@ numInsertedRows: number;
***
### numRows
```ts
numRows: number;
```
***
### numUpdatedRows
```ts
@@ -1,88 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / NativeOAuthConfig
# Interface: NativeOAuthConfig
OAuth configuration for LanceDB authentication.
This is the generated napi-rs binding shape. TypeScript users should prefer
the public `OAuthConfig` type exported from `@lancedb/lancedb`.
All token acquisition and refresh is handled in the Rust layer.
## Properties
### clientId
```ts
clientId: string;
```
Application / Client ID.
***
### clientSecret?
```ts
optional clientSecret: string;
```
Client secret (required for client_credentials).
***
### flow?
```ts
optional flow: string;
```
Authentication flow: "client_credentials" or "azure_managed_identity"
***
### issuerUrl
```ts
issuerUrl: string;
```
OIDC issuer URL or OAuth authority URL.
For Azure: `https://login.microsoftonline.com/{tenant_id}/v2.0`
***
### managedIdentityClientId?
```ts
optional managedIdentityClientId: string;
```
Client ID for user-assigned managed identity (azure_managed_identity).
***
### refreshBufferSecs?
```ts
optional refreshBufferSecs: number;
```
Seconds before expiry to trigger proactive refresh (default: 300).
Keep this well below the token TTL; if it is greater than or equal to
the TTL, each request refreshes the token.
***
### scopes
```ts
scopes: string[];
```
OAuth scopes to request. For Azure managed identity, exactly one scope
or resource is required. For example: `["api://{app_id}/.default"]`
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@@ -1,111 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / OAuthConfig
# Interface: OAuthConfig
OAuth configuration for LanceDB authentication.
This is the public TypeScript OAuth configuration type. The generated
`NativeOAuthConfig` type has the same runtime shape but is an implementation
detail of the napi-rs binding.
All token acquisition and refresh is handled in the Rust layer.
This config is passed through to Rust via napi-rs.
## Examples
```typescript
const config: OAuthConfig = {
issuerUrl: "https://login.microsoftonline.com/{tenant}/v2.0",
clientId: "app-id",
clientSecret: "secret",
scopes: ["api://lancedb-api/.default"],
};
```
```typescript
const config: OAuthConfig = {
issuerUrl: "https://login.microsoftonline.com/{tenant}/v2.0",
clientId: "app-id",
scopes: ["api://lancedb-api/.default"],
flow: OAuthFlowType.AzureManagedIdentity,
};
```
## Properties
### clientId
```ts
clientId: string;
```
Application / Client ID.
***
### clientSecret?
```ts
optional clientSecret: string;
```
Client secret (required for ClientCredentials).
***
### flow?
```ts
optional flow: OAuthFlowType;
```
Authentication flow (default: ClientCredentials).
***
### issuerUrl
```ts
issuerUrl: string;
```
OIDC issuer URL or OAuth authority URL.
For Azure: `https://login.microsoftonline.com/{tenant_id}/v2.0`
***
### managedIdentityClientId?
```ts
optional managedIdentityClientId: string;
```
Client ID for user-assigned managed identity (AzureManagedIdentity).
***
### refreshBufferSecs?
```ts
optional refreshBufferSecs: number;
```
Seconds before expiry to trigger proactive refresh (default: 300).
Keep this well below the token TTL; if it is greater than or equal to
the TTL, each request refreshes the token.
***
### scopes
```ts
scopes: string[];
```
OAuth scopes to request.
For Azure managed identity, exactly one scope or resource is required.
For example: `["api://{app_id}/.default"]`
@@ -8,18 +8,6 @@
## Properties
### branch?
```ts
optional branch: string;
```
Open the table scoped to this branch instead of the default branch.
Reads and writes on the returned table operate in the branch's context.
***
### ~~indexCacheSize?~~
```ts
@@ -55,17 +43,3 @@ Options already set on the connection will be inherited by the table,
but can be overridden here.
The available options are described at https://docs.lancedb.com/storage/
***
### version?
```ts
optional version: number;
```
Open the table pinned to this version, producing a read-only view.
Composes with [OpenTableOptions.branch](OpenTableOptions.md#branch): when both are set, opens
that branch at the version; otherwise opens `main` at the version. Call
`checkoutLatest` to return to a writable state.
@@ -1,29 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / RenameTableOptions
# Interface: RenameTableOptions
## Properties
### namespacePath?
```ts
optional namespacePath: string[];
```
The namespace path of the table being renamed. Defaults to the root
namespace (`[]`) when omitted.
***
### newNamespacePath?
```ts
optional newNamespacePath: string[];
```
The namespace path to move the table to as part of the rename. When
omitted the table stays in `namespacePath`.
@@ -1,47 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / RestNamespaceConfig
# Interface: RestNamespaceConfig
Configuration for the built-in REST namespace (`"rest"`).
The REST namespace talks to a remote catalog server over HTTP. See
[https://docs.lancedb.com/namespaces](https://docs.lancedb.com/namespaces) for the documented surface;
less-common knobs (TLS, metrics) live under
[RestNamespaceConfig.extraProperties](RestNamespaceConfig.md#extraproperties).
## Properties
### extraProperties?
```ts
optional extraProperties: Record<string, string>;
```
Additional raw properties passed verbatim to the namespace
implementation (e.g. `tls.*`, `ops_metrics_enabled`, `delimiter`).
Typed fields above take precedence on key collision.
***
### headers?
```ts
optional headers: Record<string, string>;
```
HTTP headers forwarded with each request. Keys are passed through
as-is (e.g. `"x-api-key"`, `"Authorization"`).
***
### uri
```ts
uri: string;
```
Catalog endpoint URL.
@@ -1,29 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / ScannableOptions
# Interface: ScannableOptions
## Properties
### numRows?
```ts
optional numRows: number;
```
Hint about the number of rows. Not validated against the stream.
***
### rescannable?
```ts
optional rescannable: boolean;
```
Whether the source can be scanned more than once. Defaults to `true` for
`fromTable` / `fromFactory` and `false` for `fromIterable` /
`fromRecordBatchReader`.
@@ -8,14 +8,6 @@
## Properties
### clumpSize?
```ts
optional clumpSize: number;
```
***
### counts?
```ts
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@@ -1,124 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / TokenizeOptions
# Interface: TokenizeOptions
Options for tokenizing a full-text search query without a table index.
## Properties
### asciiFolding?
```ts
optional asciiFolding: boolean;
```
Whether to fold ASCII characters.
***
### baseTokenizer?
```ts
optional baseTokenizer: BaseTokenizer;
```
The tokenizer to use. The default is "simple".
***
### customStopWords?
```ts
optional customStopWords: string[];
```
Custom stop words that replace the built-in list for `language`.
This option only affects tokenization when `removeStopWords` is true.
`undefined` keeps the built-in language list. An empty array explicitly
replaces it with no stop words.
***
### language?
```ts
optional language: string;
```
Language for stemming and stop words.
***
### lowercase?
```ts
optional lowercase: boolean;
```
Whether to lowercase tokens.
***
### maxTokenLength?
```ts
optional maxTokenLength: number;
```
Maximum token length; tokens longer than this are ignored.
***
### ngramMaxLength?
```ts
optional ngramMaxLength: number;
```
N-gram maximum length.
***
### ngramMinLength?
```ts
optional ngramMinLength: number;
```
N-gram minimum length.
***
### prefixOnly?
```ts
optional prefixOnly: boolean;
```
Whether to only emit token prefixes for the n-gram tokenizer.
***
### removeStopWords?
```ts
optional removeStopWords: boolean;
```
Whether to remove stop words.
***
### stem?
```ts
optional stem: boolean;
```
Whether to stem tokens.
@@ -1,15 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / UpdateFieldMetadataResult
# Interface: UpdateFieldMetadataResult
## Properties
### version
```ts
version: number;
```
-84
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@@ -1,84 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / WriteProgress
# Interface: WriteProgress
Progress snapshot for a write operation, delivered to the `progress`
callback passed to [Table.add](../classes/Table.md#add).
## Properties
### activeTasks
```ts
activeTasks: number;
```
Number of parallel write tasks currently in flight.
***
### done
```ts
done: boolean;
```
`true` for the final callback; `false` otherwise.
***
### elapsedSeconds
```ts
elapsedSeconds: number;
```
Wall-clock seconds since the write started.
***
### outputBytes
```ts
outputBytes: number;
```
Number of bytes written so far.
***
### outputRows
```ts
outputRows: number;
```
Number of rows written so far.
***
### totalRows?
```ts
optional totalRows: number;
```
Total rows expected, when the input source reports it.
Always set on the final callback (the one with `done: true`), falling
back to the actual number of rows written when the source could not
report a row count up front.
***
### totalTasks
```ts
totalTasks: number;
```
Total number of parallel write tasks (the write parallelism).
@@ -1,11 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / AnalyzePlanDistributedMetrics
# Type Alias: AnalyzePlanDistributedMetrics
```ts
type AnalyzePlanDistributedMetrics: "aggregate" | "per_worker" | "full";
```
-19
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@@ -1,19 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / BaseTokenizer
# Type Alias: BaseTokenizer
```ts
type BaseTokenizer:
| "simple"
| "whitespace"
| "raw"
| "ngram"
| "icu"
| "icu/split"
| `jieba/${string}`
| `lindera/${string}`;
```
@@ -1,11 +0,0 @@
[**@lancedb/lancedb**](../README.md) • **Docs**
***
[@lancedb/lancedb](../globals.md) / TokenizeTableOptions
# Type Alias: TokenizeTableOptions
```ts
type TokenizeTableOptions: object | object;
```
+45 -140
View File
@@ -26,18 +26,6 @@ is also an [asynchronous API client](#connections-asynchronous).
::: lancedb.db.DBConnection
::: lancedb.Session
## Namespaces (Synchronous)
A namespace-backed connection resolves tables through a
[Lance namespace](https://lancedb.github.io/lance-namespace/) service instead of
listing a storage directory.
::: lancedb.connect_namespace
::: lancedb.namespace.LanceNamespaceDBConnection
## Tables (Synchronous)
::: lancedb.table.Table
@@ -46,12 +34,8 @@ listing a storage directory.
::: lancedb.table.FragmentSummaryStats
::: lancedb.table.TableStatistics
::: lancedb.table.Tags
::: lancedb.table.Branches
## Expressions
Type-safe expression builder for filters and projections. Use these instead
@@ -78,46 +62,29 @@ of raw SQL strings with [where][lancedb.query.LanceQueryBuilder.where] and
::: lancedb.query.LanceHybridQueryBuilder
::: lancedb.query.LanceEmptyQueryBuilder
::: lancedb.query.LanceTakeQueryBuilder
## Full text queries
Structured full text queries can be passed to
[Table.search][lancedb.table.Table.search] or
[AsyncTable.search][lancedb.table.AsyncTable.search] in place of a query string,
and combined with [BooleanQuery][lancedb.query.BooleanQuery].
::: lancedb.query.FullTextQuery
::: lancedb.query.MatchQuery
::: lancedb.query.PhraseQuery
::: lancedb.query.BoostQuery
::: lancedb.query.MultiMatchQuery
::: lancedb.query.BooleanQuery
::: lancedb.query.FullTextOperator
::: lancedb.query.Occur
## Embeddings
::: lancedb.embeddings
options:
show_root_heading: false
show_root_toc_entry: false
::: lancedb.embeddings.registry.EmbeddingFunctionRegistry
::: lancedb.embeddings.base.EmbeddingFunctionConfig
::: lancedb.embeddings.base.EmbeddingFunction
::: lancedb.embeddings.base.TextEmbeddingFunction
::: lancedb.embeddings.sentence_transformers.SentenceTransformerEmbeddings
::: lancedb.embeddings.openai.OpenAIEmbeddings
::: lancedb.embeddings.open_clip.OpenClipEmbeddings
## Remote configuration
::: lancedb.remote
options:
show_root_heading: false
show_root_toc_entry: false
::: lancedb.remote.ClientConfig
::: lancedb.remote.TimeoutConfig
::: lancedb.remote.RetryConfig
## Context
@@ -127,50 +94,11 @@ and combined with [BooleanQuery][lancedb.query.BooleanQuery].
## Full text search
Pass `custom_stop_words` to [lancedb.index.FTS][]:
::: lancedb.fts.create_index
```python
from lancedb.index import FTS
::: lancedb.fts.populate_index
table.create_index(
"text",
config=FTS(remove_stop_words=True, custom_stop_words=["acme", "internal"]),
)
```
The list replaces the built-in stop words and is used only when
`remove_stop_words=True`:
- `custom_stop_words=None` uses the built-in list for `language`.
- `custom_stop_words=[]` removes no words.
- Values are passed through without trimming, lowercasing, or other rewriting.
The same option is available on `lancedb.tokenize(...)` and the deprecated
[lancedb.table.Table.create_fts_index][] compatibility helper:
```python
import lancedb
tokens = list(lancedb.tokenize("acme makes searchable data",
custom_stop_words=["acme"]))
```
::: lancedb.tokenize
::: lancedb.FtsToken
## Blobs
Blob columns store large binary values out of line so they can be read lazily
instead of being materialized with the rest of the row.
::: lancedb.blob
::: lancedb.BlobType
::: lancedb._blob.BlobFile
options:
show_root_full_path: false
::: lancedb.fts.search_index
## Utilities
@@ -178,14 +106,6 @@ instead of being materialized with the rest of the row.
::: lancedb.merge.LanceMergeInsertBuilder
::: lancedb.otel.instrument_lancedb_metrics
## Exceptions
::: lancedb.exceptions.MissingValueError
::: lancedb.exceptions.MissingColumnError
## Integrations
## Pydantic
@@ -194,30 +114,19 @@ instead of being materialized with the rest of the row.
::: lancedb.pydantic.vector
::: lancedb.pydantic.Vector
::: lancedb.pydantic.MultiVector
::: lancedb.pydantic.LanceModel
## PyTorch
::: lancedb.streaming.StreamingDataset
::: lancedb.permutation.permutation_builder
::: lancedb.permutation.PermutationBuilder
::: lancedb.permutation.Permutation
::: lancedb.permutation.Transforms
## Reranking
::: lancedb.rerankers
options:
show_root_heading: false
show_root_toc_entry: false
::: lancedb.rerankers.linear_combination.LinearCombinationReranker
::: lancedb.rerankers.cohere.CohereReranker
::: lancedb.rerankers.colbert.ColbertReranker
::: lancedb.rerankers.cross_encoder.CrossEncoderReranker
::: lancedb.rerankers.openai.OpenaiReranker
## Connections (Asynchronous)
@@ -228,12 +137,6 @@ can be used to create, list, or open tables.
::: lancedb.db.AsyncConnection
## Namespaces (Asynchronous)
::: lancedb.connect_namespace_async
::: lancedb.namespace.AsyncLanceNamespaceDBConnection
## Tables (Asynchronous)
Table hold your actual data as a collection of records / rows.
@@ -242,20 +145,26 @@ Table hold your actual data as a collection of records / rows.
::: lancedb.table.AsyncTags
::: lancedb.table.AsyncBranches
## Indices (Asynchronous)
Indices can be created on a table to speed up queries. This section
lists the indices that LanceDb supports.
::: lancedb.index
options:
show_root_heading: false
show_root_toc_entry: false
# `lang_mapping` is defined in the module rather than imported, so it is
# picked up despite not being in `__all__`. It is an internal lookup table.
filters: ["!^_", "!^lang_mapping$"]
::: lancedb.index.BTree
::: lancedb.index.Bitmap
::: lancedb.index.LabelList
::: lancedb.index.FTS
::: lancedb.index.IvfPq
::: lancedb.index.HnswPq
::: lancedb.index.HnswSq
::: lancedb.index.IvfFlat
::: lancedb.table.IndexStatistics
@@ -283,7 +192,3 @@ rows nearest to a query vector and can be created with the
::: lancedb.query.AsyncHybridQuery
options:
inherited_members: true
::: lancedb.query.AsyncTakeQuery
options:
inherited_members: true
+1 -1
View File
@@ -8,7 +8,7 @@
<parent>
<groupId>com.lancedb</groupId>
<artifactId>lancedb-parent</artifactId>
<version>0.37.1-beta.0</version>
<version>0.28.0-beta.10</version>
<relativePath>../pom.xml</relativePath>
</parent>

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