mirror of
https://github.com/lancedb/lancedb.git
synced 2026-08-27 16:38:31 +00:00
Compare commits
1 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 5eedeea120 |
@@ -5,3 +5,7 @@ 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.
|
||||
|
||||
Symlink
+1
@@ -0,0 +1 @@
|
||||
../../plugins/lancedb/skills/lancedb
|
||||
+1
-8
@@ -1,5 +1,5 @@
|
||||
[tool.bumpversion]
|
||||
current_version = "0.38.0-beta.10"
|
||||
current_version = "0.32.0-beta.3"
|
||||
parse = """(?x)
|
||||
(?P<major>0|[1-9]\\d*)\\.
|
||||
(?P<minor>0|[1-9]\\d*)\\.
|
||||
@@ -75,13 +75,6 @@ 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"
|
||||
|
||||
@@ -9,18 +9,6 @@ debug = true
|
||||
codegen-units = 16
|
||||
lto = "thin"
|
||||
|
||||
[profile.release-no-lto]
|
||||
inherits = "release"
|
||||
debug = true
|
||||
lto = false
|
||||
# Prioritize compile time when LTO is not relevant to the measurement.
|
||||
codegen-units = 16
|
||||
|
||||
[profile.bench]
|
||||
inherits = "release"
|
||||
lto = "thin"
|
||||
codegen-units = 16
|
||||
|
||||
[target.'cfg(all())']
|
||||
rustflags = [
|
||||
"-Wclippy::all",
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -17,18 +17,6 @@ updates:
|
||||
# newer minimum versions.
|
||||
versioning-strategy: lockfile-only
|
||||
groups:
|
||||
# The arrow-rs and datafusion crates are released in lockstep and have to
|
||||
# move together, so keep them in one PR instead of one per sub-crate.
|
||||
# Listed first: a dependency joins the first group it matches.
|
||||
arrow-datafusion:
|
||||
patterns:
|
||||
- arrow
|
||||
- arrow-*
|
||||
- parquet
|
||||
- parquet-*
|
||||
- datafusion
|
||||
- datafusion-*
|
||||
- object_store
|
||||
rust-minor-patch:
|
||||
update-types:
|
||||
- minor
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -1,30 +0,0 @@
|
||||
name: CI scripts
|
||||
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- main
|
||||
paths:
|
||||
- ci/set_lance_version.py
|
||||
- ci/tests/**
|
||||
- .github/workflows/ci-scripts.yml
|
||||
pull_request:
|
||||
paths:
|
||||
- ci/set_lance_version.py
|
||||
- ci/tests/**
|
||||
- .github/workflows/ci-scripts.yml
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
test:
|
||||
name: Test CI scripts
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/setup-python@v6
|
||||
with:
|
||||
python-version: "3.13"
|
||||
- name: Run tests
|
||||
run: python -m unittest discover -s ci/tests -v
|
||||
@@ -4,14 +4,14 @@ on:
|
||||
workflow_call:
|
||||
inputs:
|
||||
tag:
|
||||
description: "Tag name from Lance (e.g. `v7.2.0-beta.1`). If omitted, the newest release is resolved automatically — stable releases are preferred over pre-releases — and the run is skipped if it is not newer than the version currently pinned in Cargo.toml."
|
||||
description: "Tag name from Lance. If omitted, the skill will use the latest Lance release that needs an update."
|
||||
required: false
|
||||
default: ""
|
||||
type: string
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
tag:
|
||||
description: "Tag name from Lance (e.g. `v7.2.0-beta.1`). Leave empty to resolve the newest release automatically — stable releases are preferred over pre-releases — and skip the run if it is not newer than the version currently pinned in Cargo.toml."
|
||||
description: "Tag name from Lance. Leave empty to use the latest Lance release that needs an update."
|
||||
required: false
|
||||
default: ""
|
||||
type: string
|
||||
|
||||
@@ -1,243 +0,0 @@
|
||||
name: Check doc links
|
||||
|
||||
# Checking external links is inherently noisy: third-party sites rate-limit
|
||||
# automated clients, reject non-browser user agents, and go down temporarily.
|
||||
# Blocking pull requests on that trades a lot of false failures for very little
|
||||
# signal, so this runs on a schedule and reports findings in a single tracking
|
||||
# issue instead of failing anyone's build.
|
||||
on:
|
||||
schedule:
|
||||
- cron: "0 7 * * *"
|
||||
workflow_dispatch:
|
||||
|
||||
# The report lives in one repository-global issue, so runs must not overlap: a
|
||||
# lookup racing a create produces duplicate issues, and a healthy run closing
|
||||
# the issue while a failing run only rewrites its body would leave a broken
|
||||
# report closed. The group is deliberately ref-independent so that a manual
|
||||
# dispatch serializes against the scheduled run.
|
||||
concurrency:
|
||||
group: docs-link-check
|
||||
cancel-in-progress: false
|
||||
|
||||
permissions: {}
|
||||
|
||||
env:
|
||||
REPORT_TITLE: "Docs link checker report"
|
||||
|
||||
jobs:
|
||||
scan:
|
||||
name: Scan links
|
||||
runs-on: ubuntu-24.04
|
||||
# lychee-action is pinned by SHA, but its wrapper downloads the lychee
|
||||
# release tarball at run time without verifying a digest, and hands the
|
||||
# resulting binary a GitHub token. Release assets remain replaceable, so
|
||||
# that binary is confined to a job whose token can only read public
|
||||
# content; everything that writes runs in the report job below.
|
||||
permissions:
|
||||
contents: read
|
||||
outputs:
|
||||
checker_outcome: ${{ steps.lychee.outcome }}
|
||||
exit_code: ${{ steps.lychee.outputs.exit_code }}
|
||||
status: ${{ steps.validate.outputs.status }}
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v6
|
||||
with:
|
||||
# workflow_dispatch can run from any ref, but the report is
|
||||
# repository-global. Always measure the default branch so a manual
|
||||
# run from a topic branch cannot close a report that main warrants,
|
||||
# or overwrite it with branch-only findings.
|
||||
ref: ${{ github.event.repository.default_branch }}
|
||||
persist-credentials: false
|
||||
|
||||
- name: Check links
|
||||
id: lychee
|
||||
continue-on-error: true
|
||||
uses: lycheeverse/lychee-action@e7477775783ea5526144ba13e8db5eec57747ce8 # v2.9.0
|
||||
with:
|
||||
# Restricted to http(s) on purpose. Much of docs/src is generated
|
||||
# API reference (the js/ tree comes from `npm run docs` in nodejs)
|
||||
# and the hand-written pages use mkdocstrings cross-references and
|
||||
# nav-relative paths that only resolve in the site mkdocs builds,
|
||||
# not in this checkout, so relative links would be reported as
|
||||
# broken on every run.
|
||||
args: >-
|
||||
--scheme https
|
||||
--scheme http
|
||||
--no-progress
|
||||
--max-retries 3
|
||||
--timeout 20
|
||||
'docs/src/**/*.md'
|
||||
format: json
|
||||
output: ./lychee/out.json
|
||||
jobSummary: false
|
||||
# The report issue, not a red workflow run, is the signal for link
|
||||
# findings and checker failures alike.
|
||||
fail: false
|
||||
|
||||
- name: Validate report
|
||||
id: validate
|
||||
# lychee does not reserve exit code 2 for broken links: its CLI
|
||||
# parser also exits 2 on an invalid option, before any link was
|
||||
# checked or any report written. Only a parseable report whose
|
||||
# counts agree with a completed exit code (0 or 2) counts as a link
|
||||
# verdict. Everything else becomes a checker-error report instead of
|
||||
# failing the workflow. Exit 2 covers timeouts as well as errors, and a
|
||||
# timed-out host is exactly the transient unavailability this report
|
||||
# exists to surface, so both count as findings. Requiring total > 0
|
||||
# also catches a glob that silently stopped matching any file.
|
||||
if: always()
|
||||
env:
|
||||
CHECKER_OUTCOME: ${{ steps.lychee.outcome }}
|
||||
EXIT_CODE: ${{ steps.lychee.outputs.exit_code }}
|
||||
run: |
|
||||
status=checker-error
|
||||
if [[ "$CHECKER_OUTCOME" == success ]] &&
|
||||
[[ "$EXIT_CODE" == 0 || "$EXIT_CODE" == 2 ]] &&
|
||||
jq -e --argjson code "$EXIT_CODE" '
|
||||
(.total > 0) and
|
||||
(if $code == 0
|
||||
then .errors == 0 and .timeouts == 0
|
||||
and (.error_map | length == 0) and (.timeout_map | length == 0)
|
||||
else (.errors + .timeouts) > 0
|
||||
and ((.error_map | length) + (.timeout_map | length)) > 0
|
||||
end)
|
||||
' ./lychee/out.json
|
||||
then
|
||||
if [[ "$EXIT_CODE" == 0 ]]; then
|
||||
status=healthy
|
||||
else
|
||||
status=findings
|
||||
fi
|
||||
fi
|
||||
echo "status=$status" >> "$GITHUB_OUTPUT"
|
||||
echo "Validated link check as $status"
|
||||
|
||||
- name: Upload report
|
||||
if: steps.validate.outputs.status == 'findings'
|
||||
uses: actions/upload-artifact@v7
|
||||
with:
|
||||
name: link-report
|
||||
path: ./lychee/out.json
|
||||
retention-days: 7
|
||||
|
||||
report:
|
||||
name: Update report issue
|
||||
needs: scan
|
||||
runs-on: ubuntu-24.04
|
||||
# Deliberately no checkout: this job needs the report artifact and the
|
||||
# issues API, not the repository contents.
|
||||
permissions:
|
||||
issues: write
|
||||
env:
|
||||
CHECKER_OUTCOME: ${{ needs.scan.outputs.checker_outcome }}
|
||||
EXIT_CODE: ${{ needs.scan.outputs.exit_code }}
|
||||
STATUS: ${{ needs.scan.outputs.status }}
|
||||
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
steps:
|
||||
- name: Find existing report issue
|
||||
id: report
|
||||
# Matched on title alone, and through search rather than a listing:
|
||||
# the issue action applies labels in a separate call after creating the
|
||||
# issue, so a label filter misses a half-created report, and this
|
||||
# repository has far more open issues than one listing page holds.
|
||||
# Closed issues are included because a healthy run closes the report:
|
||||
# an open-only lookup would forget that identity and the next failing
|
||||
# run would open a duplicate. The oldest match stays the canonical
|
||||
# report and is reopened below when a problem recurs.
|
||||
run: |
|
||||
match=$(gh issue list --repo "$GITHUB_REPOSITORY" --state all \
|
||||
--search "in:title \"$REPORT_TITLE\" author:app/github-actions" \
|
||||
--limit 50 --json number,title,state \
|
||||
--jq "[.[] | select(.title == \"$REPORT_TITLE\")] | sort_by(.number) | first // empty")
|
||||
echo "number=$(jq -r '.number // empty' <<<"$match")" >> "$GITHUB_OUTPUT"
|
||||
echo "state=$(jq -r '.state // empty' <<<"$match")" >> "$GITHUB_OUTPUT"
|
||||
|
||||
- name: Download report
|
||||
if: env.STATUS == 'findings'
|
||||
uses: actions/download-artifact@v8
|
||||
with:
|
||||
name: link-report
|
||||
path: ./lychee
|
||||
|
||||
- name: Compose report
|
||||
if: env.STATUS == 'findings'
|
||||
run: |
|
||||
run_url="$GITHUB_SERVER_URL/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID"
|
||||
{
|
||||
echo "Broken documentation links found by [\`$GITHUB_WORKFLOW\`]($run_url)."
|
||||
echo
|
||||
echo "This issue is rewritten by every scheduled run and closed automatically once all links resolve."
|
||||
echo
|
||||
echo "Entries can be false positives: some sites rate-limit or block automated clients while working fine in a browser. Confirm before editing the docs, and add persistent offenders to \`--exclude\` in \`.github/workflows/docs-link-check.yml\`."
|
||||
echo
|
||||
# Timeouts are reported alongside errors: entries land in
|
||||
# timeout_map with a status text instead of an HTTP code.
|
||||
jq -r '
|
||||
"\(.errors) of \(.total) links failed, \(.timeouts) timed out.",
|
||||
"",
|
||||
([(.error_map | to_entries[]), (.timeout_map | to_entries[])]
|
||||
| group_by(.key)[] |
|
||||
"### Errors in \(.[0].key)",
|
||||
"",
|
||||
(map(.value[])[] | "* [\(.status.code // .status.text // "ERR")] <\(.url)> — \(.status.details // .status.text // "unknown error")"),
|
||||
"")
|
||||
' ./lychee/out.json
|
||||
} > ./lychee/issue.md
|
||||
|
||||
- name: Compose checker error report
|
||||
if: env.STATUS == 'checker-error'
|
||||
run: |
|
||||
mkdir -p ./lychee
|
||||
run_url="$GITHUB_SERVER_URL/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID"
|
||||
{
|
||||
echo "The documentation link check did not complete in [the latest run]($run_url)."
|
||||
echo
|
||||
echo "This issue is rewritten by every scheduled run and closed automatically once a trustworthy run finds that all links resolve."
|
||||
echo
|
||||
echo "The checker did not produce a trustworthy link verdict. Treat the previous result, if any, as stale until a later run completes."
|
||||
echo
|
||||
echo "* Action outcome: \`$CHECKER_OUTCOME\`"
|
||||
echo "* Exit code: \`${EXIT_CODE:-not reported}\`"
|
||||
echo "* Verdict validation: \`failed\`"
|
||||
} > ./lychee/issue.md
|
||||
|
||||
- name: Reopen report issue
|
||||
# A healthy run closes the report, and the issue action below only
|
||||
# rewrites the body of whatever number it is given. Without an
|
||||
# explicit reopen, a later finding or checker error would rewrite a
|
||||
# closed issue. A CLOSED state implies the lookup found a canonical
|
||||
# issue, so no separate emptiness check.
|
||||
if: >-
|
||||
env.STATUS != 'healthy' &&
|
||||
steps.report.outputs.state == 'CLOSED'
|
||||
env:
|
||||
ISSUE_NUMBER: ${{ steps.report.outputs.number }}
|
||||
run: |
|
||||
run_url="$GITHUB_SERVER_URL/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID"
|
||||
gh issue reopen "$ISSUE_NUMBER" --repo "$GITHUB_REPOSITORY" \
|
||||
--comment "The documentation link checker reported a problem again in [the latest run]($run_url)."
|
||||
|
||||
- name: Report link-check problem
|
||||
if: env.STATUS != 'healthy'
|
||||
uses: peter-evans/create-issue-from-file@fca9117c27cdc29c6c4db3b86c48e4115a786710 # v6.0.0
|
||||
with:
|
||||
# Empty on the first failing run, which creates the issue; afterwards
|
||||
# the same issue is updated in place.
|
||||
issue-number: ${{ steps.report.outputs.number }}
|
||||
title: ${{ env.REPORT_TITLE }}
|
||||
content-filepath: ./lychee/issue.md
|
||||
labels: documentation
|
||||
|
||||
- name: Close report issue once links are healthy
|
||||
# An OPEN state implies the lookup found a canonical issue; a report
|
||||
# that is already closed needs nothing.
|
||||
if: >-
|
||||
env.STATUS == 'healthy' &&
|
||||
steps.report.outputs.state == 'OPEN'
|
||||
env:
|
||||
ISSUE_NUMBER: ${{ steps.report.outputs.number }}
|
||||
run: |
|
||||
run_url="$GITHUB_SERVER_URL/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID"
|
||||
gh issue close "$ISSUE_NUMBER" --repo "$GITHUB_REPOSITORY" \
|
||||
--comment "All documentation links resolved in [the latest run]($run_url)."
|
||||
@@ -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 }}
|
||||
@@ -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
|
||||
@@ -56,12 +65,25 @@ 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 }}
|
||||
|
||||
@@ -61,11 +61,6 @@ 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
|
||||
@@ -108,11 +103,6 @@ jobs:
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
- 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
|
||||
@@ -192,11 +182,6 @@ jobs:
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
- uses: dtolnay/rust-toolchain@stable
|
||||
- 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
|
||||
|
||||
@@ -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@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 [[ $VERSION =~ beta ]]; then
|
||||
echo "This is a beta release"
|
||||
|
||||
# Get last release (that is not this one)
|
||||
FROM_TAG=$(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: ${{ steps.release_notes.outputs.changelog }}
|
||||
|
||||
build-lancedb:
|
||||
strategy:
|
||||
fail-fast: false
|
||||
@@ -40,18 +101,9 @@ jobs:
|
||||
- target: aarch64-apple-darwin
|
||||
host: macos-latest
|
||||
features: fp16kernels
|
||||
pre_build: |-
|
||||
brew install protobuf
|
||||
# Fat LTO (the workspace default in .cargo/config.toml) is
|
||||
# single-threaded and is the peak-memory step of the build. On
|
||||
# this runner it accounted for ~111 of the job's ~113 minutes,
|
||||
# making it the critical path of the entire publish pipeline.
|
||||
# ThinLTO parallelizes it across the runner's cores, for a few
|
||||
# percent of runtime performance.
|
||||
export CARGO_PROFILE_RELEASE_LTO=thin
|
||||
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
|
||||
pre_build: brew install protobuf
|
||||
- target: x86_64-pc-windows-msvc
|
||||
host: windows-2025
|
||||
host: windows-2025-8x-x64
|
||||
features: ","
|
||||
pre_build: |-
|
||||
choco install --no-progress protoc ninja nasm
|
||||
@@ -59,19 +111,19 @@ jobs:
|
||||
# There is an issue where choco doesn't add nasm to the path
|
||||
export PATH="$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.
|
||||
# Fat LTO of the cdylib is single-threaded and the peak-memory
|
||||
# step of the build, and had started hitting rustc-LLVM OOM on the
|
||||
# Windows runners. ThinLTO parallelizes it across the runner's
|
||||
# cores and keeps peak memory well under the limit.
|
||||
export CARGO_PROFILE_RELEASE_LTO=thin
|
||||
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
|
||||
- target: aarch64-pc-windows-msvc
|
||||
host: windows-2025
|
||||
host: windows-2025-8x-x64
|
||||
features: ","
|
||||
pre_build: |-
|
||||
choco install --no-progress protoc
|
||||
rustup target add aarch64-pc-windows-msvc
|
||||
# See the ThinLTO note on aarch64-apple-darwin above.
|
||||
# See ThinLTO note on the x86_64-pc-windows-msvc target above.
|
||||
export CARGO_PROFILE_RELEASE_LTO=thin
|
||||
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
|
||||
- target: x86_64-unknown-linux-gnu
|
||||
@@ -146,49 +198,16 @@ jobs:
|
||||
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: ${{ !matrix.settings.docker }}
|
||||
- name: Cache cargo
|
||||
uses: actions/cache@v5
|
||||
with:
|
||||
# The release profile and per-target dirs differ from what the test
|
||||
# workflows cache, so these need to be separate entries.
|
||||
key: release-${{ 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
|
||||
- name: Install Zig
|
||||
@@ -206,13 +225,9 @@ 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 +239,6 @@ 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 }}
|
||||
@@ -247,15 +252,6 @@ 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
|
||||
with:
|
||||
@@ -406,9 +402,7 @@ 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
|
||||
|
||||
@@ -3,7 +3,7 @@ name: PyPI Publish
|
||||
on:
|
||||
push:
|
||||
tags:
|
||||
- 'v*'
|
||||
- 'python-v*'
|
||||
pull_request:
|
||||
# This should trigger a dry run (we skip the final publish step)
|
||||
paths:
|
||||
@@ -20,12 +20,6 @@ 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 }}
|
||||
@@ -69,16 +63,6 @@ jobs:
|
||||
uses: actions/setup-python@v6
|
||||
with:
|
||||
python-version: "3.10"
|
||||
- name: Add swap for Arm fat LTO
|
||||
if: matrix.config.platform == 'aarch64'
|
||||
shell: bash
|
||||
run: |
|
||||
swap_file="$RUNNER_TEMP/lancedb-swap"
|
||||
sudo fallocate --length 16G "$swap_file"
|
||||
sudo chmod 600 "$swap_file"
|
||||
sudo mkswap "$swap_file"
|
||||
sudo swapon "$swap_file"
|
||||
free -h
|
||||
- uses: ./.github/workflows/build_linux_wheel
|
||||
with:
|
||||
python-minor-version: 10
|
||||
@@ -88,7 +72,7 @@ jobs:
|
||||
package-name: ${{ matrix.config.package_name }}
|
||||
rustflags: ${{ matrix.config.rustflags }}
|
||||
- uses: actions/upload-artifact@v7
|
||||
if: startsWith(github.ref, 'refs/tags/v')
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
with:
|
||||
name: wheels-linux-${{ matrix.config.package_name }}-${{ matrix.config.platform }}-${{ matrix.config.manylinux }}
|
||||
path: target/wheels/*.whl
|
||||
@@ -117,7 +101,7 @@ jobs:
|
||||
python-minor-version: 10
|
||||
args: "--release --strip --target ${{ matrix.config.target }} --features fp16kernels"
|
||||
- uses: actions/upload-artifact@v7
|
||||
if: startsWith(github.ref, 'refs/tags/v')
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
with:
|
||||
name: wheels-mac-${{ matrix.config.target }}
|
||||
path: target/wheels/lancedb-*.whl
|
||||
@@ -129,12 +113,6 @@ jobs:
|
||||
# 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
|
||||
# Fat LTO of the cdylib is single-threaded and the peak-memory step of the
|
||||
# build. ThinLTO parallelizes it across the runner's cores, at some cost
|
||||
# to runtime performance on our least performance-sensitive platform.
|
||||
# Matches what the nodejs Windows builds already do in npm-publish.yml.
|
||||
CARGO_PROFILE_RELEASE_LTO: thin
|
||||
CARGO_PROFILE_RELEASE_CODEGEN_UNITS: 16
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
with:
|
||||
@@ -144,26 +122,19 @@ 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')
|
||||
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')
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
needs: [linux, mac, windows]
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
@@ -212,6 +183,72 @@ jobs:
|
||||
uses: pypa/gh-action-pypi-publish@release/v1
|
||||
with:
|
||||
packages-dir: target/wheels/
|
||||
gh-release:
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
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 [[ $GITHUB_REF =~ refs/tags/python-v(.*) ]]; then
|
||||
VERSION=${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
|
||||
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:
|
||||
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
|
||||
@@ -219,7 +256,7 @@ jobs:
|
||||
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: ./.github/actions/create-failure-issue
|
||||
|
||||
@@ -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]
|
||||
@@ -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
|
||||
@@ -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
|
||||
@@ -229,8 +204,7 @@ jobs:
|
||||
# Make sure wheels are not included in the Rust cache
|
||||
- name: Delete wheels
|
||||
run: rm -rf target/wheels
|
||||
min-deps:
|
||||
name: "Minimum dependencies"
|
||||
pydantic1x:
|
||||
timeout-minutes: 60
|
||||
runs-on: "ubuntu-24.04"
|
||||
defaults:
|
||||
@@ -250,17 +224,10 @@ 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==2.7.4" "pyarrow==16"
|
||||
pip install "pydantic<2"
|
||||
pip install pyarrow==16
|
||||
pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests]
|
||||
- name: Run tests
|
||||
run: pytest -m "not slow and not s3_test" -x -v --durations=30 python/tests
|
||||
|
||||
+18
-86
@@ -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
|
||||
@@ -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
|
||||
@@ -121,17 +111,13 @@ jobs:
|
||||
# Need up-to-date compilers for kernels
|
||||
CC: clang-18
|
||||
CXX: clang++-18
|
||||
GH_TOKEN: ${{ secrets.SOPHON_READ_TOKEN }}
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
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
|
||||
@@ -164,40 +150,11 @@ jobs:
|
||||
- name: Run feature tests
|
||||
run: CARGO_ARGS="--profile ci" make -C ./lancedb feature-tests
|
||||
- name: Run examples
|
||||
run: cargo run --profile ci --all-features --example simple --locked
|
||||
|
||||
remote:
|
||||
timeout-minutes: 30
|
||||
# Running this requires access to secrets, so skip if this is a PR from a
|
||||
# fork. Keep it separate from the all-features build so Cargo does not
|
||||
# retain both dependency graphs in one target directory.
|
||||
if: github.event_name != 'pull_request' || !github.event.pull_request.head.repo.fork
|
||||
runs-on: ubuntu-2404-4x-x64
|
||||
defaults:
|
||||
run:
|
||||
shell: bash
|
||||
working-directory: rust
|
||||
env:
|
||||
CC: clang-18
|
||||
CXX: clang++-18
|
||||
GH_TOKEN: ${{ secrets.SOPHON_READ_TOKEN }}
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
with:
|
||||
# Remote tests use a different feature graph from the main Linux
|
||||
# job. Cache downloads, but build into a fresh target directory.
|
||||
cache-targets: false
|
||||
save-if: ${{ github.ref == 'refs/heads/main' }}
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
sudo apt update
|
||||
sudo apt install -y protobuf-compiler libssl-dev
|
||||
- uses: rui314/setup-mold@v1
|
||||
run: cargo run --profile ci --example simple --locked
|
||||
- name: Run remote tests
|
||||
# Running this requires access to secrets, so skip if this is
|
||||
# a PR from a fork.
|
||||
if: github.event_name != 'pull_request' || !github.event.pull_request.head.repo.fork
|
||||
run: CARGO_ARGS="--profile ci" make -C ./lancedb remote-tests
|
||||
|
||||
macos:
|
||||
@@ -218,11 +175,6 @@ jobs:
|
||||
- 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
|
||||
@@ -235,19 +187,12 @@ 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
|
||||
@@ -256,11 +201,6 @@ jobs:
|
||||
- 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
|
||||
@@ -268,12 +208,11 @@ 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
|
||||
@@ -299,11 +238,6 @@ 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: ${{ github.ref == 'refs/heads/main' }}
|
||||
- name: Downgrade dependencies
|
||||
# These packages have newer requirements for MSRV
|
||||
run: |
|
||||
@@ -324,18 +258,16 @@ jobs:
|
||||
cargo update -p aws-types --precise 1.3.9
|
||||
cargo update -p aws-sigv4 --precise 1.3.5
|
||||
cargo update -p aws-credential-types --precise 1.2.8
|
||||
# aws-smithy-checksums must stay at or above 0.63.13: OpenDAL's S3
|
||||
# service needs crc-fast ~1.9, and older releases pin it to ~1.3.
|
||||
cargo update -p aws-smithy-checksums --precise 0.63.13
|
||||
cargo update -p aws-smithy-checksums --precise 0.63.9
|
||||
cargo update -p aws-smithy-runtime --precise 1.9.3
|
||||
cargo update -p aws-smithy-http --precise 0.62.6
|
||||
cargo update -p aws-smithy-eventstream --precise 0.60.14
|
||||
cargo update -p aws-smithy-http --precise 0.62.4
|
||||
cargo update -p aws-smithy-eventstream --precise 0.60.12
|
||||
cargo update -p aws-smithy-http-client --precise 1.1.3
|
||||
cargo update -p aws-smithy-observability --precise 0.1.4
|
||||
cargo update -p aws-smithy-query --precise 0.60.8
|
||||
cargo update -p aws-smithy-runtime-api --precise 1.9.3
|
||||
cargo update -p aws-smithy-async --precise 1.2.7
|
||||
cargo update -p aws-smithy-types --precise 1.3.6
|
||||
cargo update -p aws-smithy-runtime-api --precise 1.9.1
|
||||
cargo update -p aws-smithy-async --precise 1.2.6
|
||||
cargo update -p aws-smithy-types --precise 1.3.5
|
||||
cargo update -p aws-smithy-xml --precise 0.60.11
|
||||
cargo update -p home --precise 0.5.9
|
||||
- name: cargo +${{ matrix.msrv }} check
|
||||
|
||||
@@ -18,9 +18,6 @@ Common commands:
|
||||
* 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`
|
||||
* Use repository-defined Cargo profiles instead of ad hoc LTO overrides.
|
||||
* Use `release-with-debug` for benchmarks and profiling so optimized builds keep debug symbols without a rebuild.
|
||||
* Use `release-no-lto` only for local debugging, IO-bound benchmarks, or compile-time-sensitive performance investigation where LTO would not affect the measured bottleneck.
|
||||
* 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`
|
||||
@@ -95,8 +92,6 @@ 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:
|
||||
|
||||
@@ -108,33 +103,6 @@ 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
+360
-371
File diff suppressed because it is too large
Load Diff
+16
-23
@@ -13,21 +13,20 @@ categories = ["database-implementations"]
|
||||
rust-version = "1.91.0"
|
||||
|
||||
[workspace.dependencies]
|
||||
lance = { "version" = "=12.0.0-beta.2", default-features = false, "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-core = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datagen = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-file = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-io = { "version" = "=12.0.0-beta.2", default-features = false, "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-index = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-linalg = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace-impls = { "version" = "=12.0.0-beta.2", default-features = false, "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-table = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-testing = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datafusion = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-encoding = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-arrow = { "version" = "=12.0.0-beta.2", "tag" = "v12.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lancedb = { path = "rust/lancedb", default-features = false }
|
||||
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" }
|
||||
ahash = "0.8"
|
||||
# Note that this one does not include pyarrow
|
||||
arrow = { version = "58.0.0", optional = false }
|
||||
@@ -40,7 +39,6 @@ arrow-schema = "58.0.0"
|
||||
arrow-select = "58.0.0"
|
||||
arrow-cast = "58.0.0"
|
||||
async-trait = "0"
|
||||
bytes = "1"
|
||||
datafusion = { version = "54.0.0", default-features = false }
|
||||
datafusion-catalog = "54.0.0"
|
||||
datafusion-common = { version = "54.0.0", default-features = false }
|
||||
@@ -54,7 +52,7 @@ env_logger = "0.11"
|
||||
half = { "version" = "2.7.1", default-features = false, features = [
|
||||
"num-traits",
|
||||
] }
|
||||
futures = "0.3"
|
||||
futures = "0"
|
||||
log = "0.4"
|
||||
metrics = "0.24"
|
||||
metrics-util = "0.19"
|
||||
@@ -67,12 +65,7 @@ url = "2"
|
||||
num-traits = "0.2"
|
||||
regex = "1.10"
|
||||
semver = "1.0.25"
|
||||
serde = "1"
|
||||
serde_json = "1"
|
||||
tempfile = "3.5.0"
|
||||
tokio = { version = "1.23", features = ["rt-multi-thread", "sync"] }
|
||||
uuid = { version = "1.7.0", features = ["v4"] }
|
||||
chrono = { version = "0.4", default-features = false, features = ["clock"] }
|
||||
chrono = "0.4"
|
||||
|
||||
[profile.ci]
|
||||
debug = "line-tables-only"
|
||||
|
||||
+3
-3
@@ -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
|
||||
|
||||
|
||||
@@ -2,7 +2,6 @@
|
||||
Check whether there are any breaking changes in the PRs between the base and head commits.
|
||||
If there are, assert that we have incremented the minor version.
|
||||
"""
|
||||
|
||||
import argparse
|
||||
import os
|
||||
from packaging.version import parse
|
||||
@@ -28,7 +27,7 @@ if __name__ == "__main__":
|
||||
else:
|
||||
print("No breaking changes found.")
|
||||
exit(0)
|
||||
|
||||
|
||||
last_stable_version = parse(args.last_stable_version)
|
||||
current_version = parse(args.current_version)
|
||||
if current_version.minor <= last_stable_version.minor:
|
||||
|
||||
@@ -1,6 +1,5 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Determine whether a newer Lance tag exists and expose results for CI."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
@@ -37,16 +36,8 @@ class SemVer:
|
||||
prerelease: Tuple[Union[int, str], ...]
|
||||
|
||||
def __lt__(self, other: "SemVer") -> bool: # pragma: no cover - simple comparison
|
||||
if (self.major, self.minor, self.patch) != (
|
||||
other.major,
|
||||
other.minor,
|
||||
other.patch,
|
||||
):
|
||||
return (self.major, self.minor, self.patch) < (
|
||||
other.major,
|
||||
other.minor,
|
||||
other.patch,
|
||||
)
|
||||
if (self.major, self.minor, self.patch) != (other.major, other.minor, other.patch):
|
||||
return (self.major, self.minor, self.patch) < (other.major, other.minor, other.patch)
|
||||
if self.prerelease == other.prerelease:
|
||||
return False
|
||||
if not self.prerelease:
|
||||
@@ -151,9 +142,7 @@ def read_current_version(repo_root: Path) -> str:
|
||||
deps = data["workspace"]["dependencies"]
|
||||
entry = deps["lance"]
|
||||
except KeyError as exc: # pragma: no cover - configuration guard
|
||||
raise RuntimeError(
|
||||
"Failed to locate workspace.dependencies.lance in Cargo.toml"
|
||||
) from exc
|
||||
raise RuntimeError("Failed to locate workspace.dependencies.lance in Cargo.toml") from exc
|
||||
|
||||
if isinstance(entry, str):
|
||||
raw_version = entry
|
||||
|
||||
+6
-9
@@ -1,7 +1,6 @@
|
||||
# SPDX-License-Identifier: Apache-2.0
|
||||
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
"""A zero-dependency mock OpenAI embeddings API endpoint for testing purposes."""
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import http.server
|
||||
@@ -23,13 +22,11 @@ class MockOpenAIRequestHandler(http.server.BaseHTTPRequestHandler):
|
||||
|
||||
data = []
|
||||
for i in range(num_inputs):
|
||||
data.append(
|
||||
{
|
||||
"object": "embedding",
|
||||
"embedding": [0.1] * 1536,
|
||||
"index": i,
|
||||
}
|
||||
)
|
||||
data.append({
|
||||
"object": "embedding",
|
||||
"embedding": [0.1] * 1536,
|
||||
"index": i,
|
||||
})
|
||||
|
||||
response = {
|
||||
"object": "list",
|
||||
@@ -38,7 +35,7 @@ class MockOpenAIRequestHandler(http.server.BaseHTTPRequestHandler):
|
||||
"usage": {
|
||||
"prompt_tokens": 0,
|
||||
"total_tokens": 0,
|
||||
},
|
||||
}
|
||||
}
|
||||
|
||||
self.send_response(200)
|
||||
|
||||
@@ -7,7 +7,6 @@ from packaging.version import parse, InvalidVersion
|
||||
|
||||
if __name__ == "__main__":
|
||||
import argparse
|
||||
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("prefix", default="v")
|
||||
args = parser.parse_args()
|
||||
|
||||
@@ -22,7 +22,7 @@ def run_command(command: str) -> str:
|
||||
def get_latest_stable_version() -> str:
|
||||
version_line = run_command("cargo info lance | grep '^version:'")
|
||||
# Example output: "version: 0.35.0 (latest 0.37.0)"
|
||||
match = re.search(r"\(latest ([0-9.]+)\)", version_line)
|
||||
match = re.search(r'\(latest ([0-9.]+)\)', version_line)
|
||||
if match:
|
||||
return match.group(1)
|
||||
# Fallback: use the first version after 'version:'
|
||||
@@ -69,7 +69,7 @@ def extract_default_features(line: str) -> bool:
|
||||
"""
|
||||
import re
|
||||
|
||||
match = re.search(r"default-features\s*=\s*false", line)
|
||||
match = re.search(r'default-features\s*=\s*false', line)
|
||||
return match is not None
|
||||
|
||||
|
||||
@@ -104,7 +104,7 @@ def dict_to_toml_line(package_name: str, config: dict) -> str:
|
||||
# This shouldn't happen with our current usage
|
||||
parts.append(f'"{key}" = {json.dumps(value)}')
|
||||
|
||||
return f"{package_name} = {{ {', '.join(parts)} }}\n"
|
||||
return f'{package_name} = {{ {", ".join(parts)} }}\n'
|
||||
|
||||
|
||||
def update_cargo_toml(line_updater):
|
||||
@@ -119,7 +119,7 @@ def update_cargo_toml(line_updater):
|
||||
lance_line = ""
|
||||
is_parsing_lance_line = False
|
||||
for line in lines:
|
||||
if re.match(r"^lance(?:\s|[-_])", line):
|
||||
if line.startswith("lance"):
|
||||
# Check if this is a single-line or multi-line entry
|
||||
# Single-line entries either:
|
||||
# 1. End with } (complete inline table)
|
||||
|
||||
@@ -1,185 +0,0 @@
|
||||
import os
|
||||
import stat
|
||||
import subprocess
|
||||
import sys
|
||||
import tempfile
|
||||
import textwrap
|
||||
import unittest
|
||||
from pathlib import Path
|
||||
|
||||
|
||||
REPO_ROOT = Path(__file__).resolve().parents[2]
|
||||
SCRIPT = REPO_ROOT / "ci" / "set_lance_version.py"
|
||||
LANCE_GIT_URL = "https://github.com/lance-format/lance.git"
|
||||
|
||||
CARGO_TOML = """\
|
||||
[workspace.dependencies]
|
||||
lance = { "version" = "=1.0.0", default-features = false, "features" = ["dynamodb"] }
|
||||
lance-core = "1.0.0"
|
||||
lance_datafusion = {
|
||||
"version" = "=1.0.0",
|
||||
"features" = ["substrait"]
|
||||
}
|
||||
lancedb = { path = "rust/lancedb", default-features = false }
|
||||
lancedb-common = { path = "rust/lancedb-common" }
|
||||
lancewood = "1.0.0"
|
||||
my-lance = "1.0.0"
|
||||
"""
|
||||
|
||||
UNTOUCHED_DEPENDENCIES = """\
|
||||
lancedb = { path = "rust/lancedb", default-features = false }
|
||||
lancedb-common = { path = "rust/lancedb-common" }
|
||||
lancewood = "1.0.0"
|
||||
my-lance = "1.0.0"
|
||||
"""
|
||||
|
||||
|
||||
class SetLanceVersionTest(unittest.TestCase):
|
||||
def test_supported_update_modes_only_rewrite_lance_dependencies(self):
|
||||
cases = {
|
||||
"stable": (
|
||||
"""\
|
||||
lance = { "version" = "=9.9.9", default-features = false, "features" = ["dynamodb"] }
|
||||
lance-core = "=9.9.9"
|
||||
lance_datafusion = { "version" = "=9.9.9", "features" = ["substrait"] }
|
||||
""",
|
||||
["cargo info lance", "cargo metadata"],
|
||||
),
|
||||
"preview": (
|
||||
f"""\
|
||||
lance = {{ "version" = "=10.0.0-beta.3", default-features = false, "features" = ["dynamodb"], "tag" = "v10.0.0-beta.3", "git" = "{LANCE_GIT_URL}" }}
|
||||
lance-core = {{ "version" = "=10.0.0-beta.3", "tag" = "v10.0.0-beta.3", "git" = "{LANCE_GIT_URL}" }}
|
||||
lance_datafusion = {{ "version" = "=10.0.0-beta.3", "features" = ["substrait"], "tag" = "v10.0.0-beta.3", "git" = "{LANCE_GIT_URL}" }}
|
||||
""",
|
||||
["git ls-remote --tags", "cargo metadata"],
|
||||
),
|
||||
"local": (
|
||||
"""\
|
||||
lance = { "path" = "../lance/rust/lance", default-features = false, "features" = ["dynamodb"] }
|
||||
lance-core = { "path" = "../lance/rust/lance-core" }
|
||||
lance_datafusion = { "path" = "../lance/rust/lance_datafusion", "features" = ["substrait"] }
|
||||
""",
|
||||
["cargo metadata"],
|
||||
),
|
||||
"v8.1.2": (
|
||||
"""\
|
||||
lance = { "version" = "=8.1.2", default-features = false, "features" = ["dynamodb"] }
|
||||
lance-core = "=8.1.2"
|
||||
lance_datafusion = { "version" = "=8.1.2", "features" = ["substrait"] }
|
||||
""",
|
||||
["cargo metadata"],
|
||||
),
|
||||
"v8.2.0-beta.4": (
|
||||
f"""\
|
||||
lance = {{ "version" = "=8.2.0-beta.4", default-features = false, "features" = ["dynamodb"], "tag" = "v8.2.0-beta.4", "git" = "{LANCE_GIT_URL}" }}
|
||||
lance-core = {{ "version" = "=8.2.0-beta.4", "tag" = "v8.2.0-beta.4", "git" = "{LANCE_GIT_URL}" }}
|
||||
lance_datafusion = {{ "version" = "=8.2.0-beta.4", "features" = ["substrait"], "tag" = "v8.2.0-beta.4", "git" = "{LANCE_GIT_URL}" }}
|
||||
""",
|
||||
["cargo metadata"],
|
||||
),
|
||||
}
|
||||
|
||||
for version, (updated_dependencies, expected_commands) in cases.items():
|
||||
with self.subTest(version=version), tempfile.TemporaryDirectory() as tmp:
|
||||
workdir = Path(tmp)
|
||||
(workdir / "Cargo.toml").write_text(CARGO_TOML)
|
||||
command_log = workdir / "commands.log"
|
||||
fake_bin = workdir / "bin"
|
||||
fake_bin.mkdir()
|
||||
self._write_fake_executables(fake_bin)
|
||||
self._write_fake_python_dependencies(workdir)
|
||||
|
||||
env = os.environ.copy()
|
||||
env["PATH"] = os.pathsep.join([str(fake_bin), env["PATH"]])
|
||||
env["FAKE_COMMAND_LOG"] = str(command_log)
|
||||
env["PYTHONPATH"] = os.pathsep.join(
|
||||
filter(None, [str(workdir), env.get("PYTHONPATH")])
|
||||
)
|
||||
result = subprocess.run(
|
||||
[sys.executable, str(SCRIPT), version],
|
||||
cwd=workdir,
|
||||
env=env,
|
||||
capture_output=True,
|
||||
text=True,
|
||||
timeout=10,
|
||||
)
|
||||
|
||||
self.assertEqual(result.returncode, 0, result.stderr)
|
||||
self.assertEqual(
|
||||
(workdir / "Cargo.toml").read_text(),
|
||||
"[workspace.dependencies]\n"
|
||||
+ updated_dependencies
|
||||
+ UNTOUCHED_DEPENDENCIES,
|
||||
)
|
||||
commands = command_log.read_text().splitlines()
|
||||
for command in expected_commands:
|
||||
self.assertTrue(
|
||||
any(line.startswith(command) for line in commands),
|
||||
f"{command!r} not found in {commands!r}",
|
||||
)
|
||||
|
||||
def _write_fake_executables(self, fake_bin: Path) -> None:
|
||||
cargo = fake_bin / "cargo"
|
||||
cargo.write_text(
|
||||
textwrap.dedent(
|
||||
"""\
|
||||
#!/bin/sh
|
||||
printf 'cargo %s\\n' "$*" >> "$FAKE_COMMAND_LOG"
|
||||
case "$1" in
|
||||
info)
|
||||
printf '%s\\n' 'version: 8.8.8 (latest 9.9.9)'
|
||||
;;
|
||||
metadata)
|
||||
;;
|
||||
*)
|
||||
exit 2
|
||||
;;
|
||||
esac
|
||||
"""
|
||||
)
|
||||
)
|
||||
cargo.chmod(cargo.stat().st_mode | stat.S_IXUSR)
|
||||
|
||||
git = fake_bin / "git"
|
||||
git.write_text(
|
||||
textwrap.dedent(
|
||||
"""\
|
||||
#!/bin/sh
|
||||
printf 'git %s\\n' "$*" >> "$FAKE_COMMAND_LOG"
|
||||
if [ "$1" != "ls-remote" ]; then
|
||||
exit 2
|
||||
fi
|
||||
printf '%s\\n' \\
|
||||
'111111 refs/tags/v9.9.9' \\
|
||||
'222222 refs/tags/v10.0.0-beta.1' \\
|
||||
'333333 refs/tags/v10.0.0-beta.3'
|
||||
"""
|
||||
)
|
||||
)
|
||||
git.chmod(git.stat().st_mode | stat.S_IXUSR)
|
||||
|
||||
def _write_fake_python_dependencies(self, workdir: Path) -> None:
|
||||
packaging = workdir / "packaging"
|
||||
packaging.mkdir()
|
||||
(packaging / "__init__.py").write_text("")
|
||||
(packaging / "version.py").write_text(
|
||||
textwrap.dedent(
|
||||
"""\
|
||||
class Version:
|
||||
def __init__(self, value):
|
||||
release, _, prerelease = value.partition("-beta.")
|
||||
self._key = (
|
||||
tuple(int(part) for part in release.split(".")),
|
||||
not prerelease,
|
||||
int(prerelease or 0),
|
||||
)
|
||||
|
||||
def __lt__(self, other):
|
||||
return self._key < other._key
|
||||
"""
|
||||
)
|
||||
)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
@@ -12,7 +12,7 @@ with open("Cargo.toml", "rb") as f:
|
||||
elif isinstance(dep, dict):
|
||||
# Version doesn't have the beta tag in it, so we instead look
|
||||
# at the git tag.
|
||||
version = dep.get("tag", dep.get("version"))
|
||||
version = dep.get('tag', dep.get('version'))
|
||||
else:
|
||||
raise ValueError("Unexpected type for dependency: " + str(dep))
|
||||
|
||||
|
||||
@@ -101,19 +101,6 @@ ignore = [
|
||||
# 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" },
|
||||
# smartstring: unmaintained — the repository was archived by its author on
|
||||
# 2026-05-03. Not a vulnerability. Reached only transitively through polars
|
||||
# (polars-core/-io/-ops/-time/-utils); nothing in LanceDB depends on it directly.
|
||||
# The advisory states no safe upgrade is available: upstream recommends
|
||||
# compact_str/smol_str, so clearing this requires polars to migrate.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0249
|
||||
{ id = "RUSTSEC-2026-0249", reason = "smartstring unmaintained via polars; no fixed upstream release" },
|
||||
|
||||
# h2 0.3: empty DATA frames can be queued without limit. The patched
|
||||
# h2 0.4 line is locked to 0.4.16, but no patched 0.3 release exists.
|
||||
# The old copy is pulled in by aws-smithy's legacy hyper 0.14 client.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0258
|
||||
{ id = "RUSTSEC-2026-0258", reason = "h2 0.3 via legacy aws-smithy/hyper 0.14; no patched 0.3 release" },
|
||||
]
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
@@ -177,11 +164,6 @@ multiple-versions = "warn"
|
||||
# Wildcard version requirements (`foo = "*"`) are a footgun — they let any
|
||||
# future release in without review. Ban them outright.
|
||||
wildcards = "deny"
|
||||
# Lint every dependency declared by a workspace member against the shared
|
||||
# `[workspace.dependencies]` table: any crate used by more than one member must
|
||||
# go through `workspace = true`, and entries nothing uses are an error. This
|
||||
# keeps versions from drifting between the core crate and the bindings.
|
||||
workspace-dependencies = { duplicates = "deny", unused = "deny" }
|
||||
# Internal workspace crates reference each other via `path = "..."`, which
|
||||
# cargo-deny sees as a wildcard version. That's fine for private workspace
|
||||
# members (not published to crates.io), so allow it specifically for paths.
|
||||
|
||||
@@ -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
@@ -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"
|
||||
@@ -5,5 +5,5 @@ mkdocs-autorefs>=0.5,<=1.0
|
||||
mkdocstrings[python]>=0.24,<1.0
|
||||
griffe>=0.40,<1.0
|
||||
mkdocs-render-swagger-plugin>=0.1.0
|
||||
pydantic>=2.7.4,<3
|
||||
mkdocs-redirects>=1.2.0
|
||||
pydantic>=2.0,<3.0
|
||||
mkdocs-redirects>=1.2.0
|
||||
+1
-33
@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
|
||||
<dependency>
|
||||
<groupId>com.lancedb</groupId>
|
||||
<artifactId>lancedb-core</artifactId>
|
||||
<version>0.38.0-beta.10</version>
|
||||
<version>0.32.0-beta.3</version>
|
||||
</dependency>
|
||||
```
|
||||
|
||||
@@ -55,38 +55,6 @@ LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
|
||||
| `region(String)` | AWS region (default: "us-east-1") | No |
|
||||
| `config(String, String)` | Additional configuration parameters | No |
|
||||
|
||||
### Opening a Table with Vended Credentials
|
||||
|
||||
When the catalog vends temporary object store credentials, open the table through the
|
||||
namespace client. The Lance dataset builder fetches the table location and storage options
|
||||
from the catalog and refreshes the credentials when they expire.
|
||||
|
||||
```java
|
||||
import com.lancedb.LanceDbNamespaceClientBuilder;
|
||||
import org.lance.Dataset;
|
||||
import org.lance.namespace.LanceNamespace;
|
||||
|
||||
import java.util.Arrays;
|
||||
|
||||
LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
|
||||
.apiKey(System.getenv("LANCEDB_API_KEY"))
|
||||
.database(System.getenv("LANCEDB_DATABASE"))
|
||||
// Set the endpoint for a LanceDB Enterprise deployment.
|
||||
// .endpoint("https://your-enterprise-endpoint")
|
||||
.build();
|
||||
|
||||
try (Dataset dataset = Dataset.open()
|
||||
.namespaceClient(namespaceClient)
|
||||
.tableId(Arrays.asList("my_namespace", "my_table"))
|
||||
.build()) {
|
||||
System.out.println("Rows: " + dataset.countRows());
|
||||
}
|
||||
```
|
||||
|
||||
Do not call `describeTable()` and then open the returned location with `Dataset.open(uri)`.
|
||||
Opening through `namespaceClient()` is what applies the vended storage options and enables
|
||||
automatic credential refresh. No object store credentials need to be passed by the application.
|
||||
|
||||
## Metadata Operations
|
||||
|
||||
### Creating a Namespace Path
|
||||
|
||||
@@ -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
|
||||
|
||||
|
||||
@@ -1,518 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / AutoQuery
|
||||
|
||||
# Class: AutoQuery
|
||||
|
||||
A builder for automatic string searches.
|
||||
|
||||
Automatic search determines whether to use full-text or vector search from
|
||||
the table revision selected for each execution. This builder exposes the
|
||||
common operations supported by both query families.
|
||||
|
||||
## Extends
|
||||
|
||||
- `StandardQueryBase`<`NativeQuery` \| `NativeVectorQuery`>
|
||||
|
||||
## Properties
|
||||
|
||||
### inner
|
||||
|
||||
```ts
|
||||
protected inner: Query | VectorQuery | Promise<Query | VectorQuery>;
|
||||
```
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.inner`
|
||||
|
||||
## Methods
|
||||
|
||||
### analyzePlan()
|
||||
|
||||
```ts
|
||||
analyzePlan(distributedMetrics?): Promise<string>
|
||||
```
|
||||
|
||||
Executes the query and returns the physical query plan annotated with runtime metrics.
|
||||
|
||||
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`<`string`>
|
||||
|
||||
A query execution plan with runtime metrics for each step.
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
import * as lancedb from "@lancedb/lancedb"
|
||||
|
||||
const db = await lancedb.connect("./.lancedb");
|
||||
const table = await db.createTable("my_table", [
|
||||
{ vector: [1.1, 0.9], id: "1" },
|
||||
]);
|
||||
|
||||
const plan = await table.query().nearestTo([0.5, 0.2]).analyzePlan();
|
||||
|
||||
Example output (with runtime metrics inlined):
|
||||
AnalyzeExec verbose=true, metrics=[]
|
||||
ProjectionExec: expr=[id@3 as id, vector@0 as vector, _distance@2 as _distance], metrics=[output_rows=1, elapsed_compute=3.292µs]
|
||||
Take: columns="vector, _rowid, _distance, (id)", metrics=[output_rows=1, elapsed_compute=66.001µs, batches_processed=1, bytes_read=8, iops=1, requests=1]
|
||||
CoalesceBatchesExec: target_batch_size=1024, metrics=[output_rows=1, elapsed_compute=3.333µs]
|
||||
GlobalLimitExec: skip=0, fetch=10, metrics=[output_rows=1, elapsed_compute=167ns]
|
||||
FilterExec: _distance@2 IS NOT NULL, metrics=[output_rows=1, elapsed_compute=8.542µs]
|
||||
SortExec: TopK(fetch=10), expr=[_distance@2 ASC NULLS LAST], metrics=[output_rows=1, elapsed_compute=63.25µs, row_replacements=1]
|
||||
KNNVectorDistance: metric=l2, metrics=[output_rows=1, elapsed_compute=114.333µs, output_batches=1]
|
||||
LanceScan: uri=/path/to/data, projection=[vector], row_id=true, row_addr=false, ordered=false, metrics=[output_rows=1, elapsed_compute=103.626µs, bytes_read=549, iops=2, requests=2]
|
||||
```
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.analyzePlan`
|
||||
|
||||
***
|
||||
|
||||
### execute()
|
||||
|
||||
```ts
|
||||
protected execute(options?): AsyncGenerator<RecordBatch<any>, void, unknown>
|
||||
```
|
||||
|
||||
Execute the query and return the results as an
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **options?**: `Partial`<[`QueryExecutionOptions`](../interfaces/QueryExecutionOptions.md)>
|
||||
|
||||
#### Returns
|
||||
|
||||
`AsyncGenerator`<`RecordBatch`<`any`>, `void`, `unknown`>
|
||||
|
||||
#### See
|
||||
|
||||
- AsyncIterator
|
||||
of
|
||||
- RecordBatch.
|
||||
|
||||
By default, LanceDb will use many threads to calculate results and, when
|
||||
the result set is large, multiple batches will be processed at one time.
|
||||
This readahead is limited however and backpressure will be applied if this
|
||||
stream is consumed slowly (this constrains the maximum memory used by a
|
||||
single query)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.execute`
|
||||
|
||||
***
|
||||
|
||||
### explainPlan()
|
||||
|
||||
```ts
|
||||
explainPlan(verbose): Promise<string>
|
||||
```
|
||||
|
||||
Generates an explanation of the query execution plan.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **verbose**: `boolean` = `false`
|
||||
If true, provides a more detailed explanation. Defaults to false.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`>
|
||||
|
||||
A Promise that resolves to a string containing the query execution plan explanation.
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
import * as lancedb from "@lancedb/lancedb"
|
||||
const db = await lancedb.connect("./.lancedb");
|
||||
const table = await db.createTable("my_table", [
|
||||
{ vector: [1.1, 0.9], id: "1" },
|
||||
]);
|
||||
const plan = await table.query().nearestTo([0.5, 0.2]).explainPlan();
|
||||
```
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.explainPlan`
|
||||
|
||||
***
|
||||
|
||||
### fastSearch()
|
||||
|
||||
```ts
|
||||
fastSearch(): this
|
||||
```
|
||||
|
||||
Skip searching un-indexed data. This can make search faster, but will miss
|
||||
any data that is not yet indexed.
|
||||
|
||||
Use [Table#optimize](Table.md#optimize) to index all un-indexed data.
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.fastSearch`
|
||||
|
||||
***
|
||||
|
||||
### ~~filter()~~
|
||||
|
||||
```ts
|
||||
filter(predicate): this
|
||||
```
|
||||
|
||||
A filter statement to be applied to this query.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **predicate**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### See
|
||||
|
||||
where
|
||||
|
||||
#### Deprecated
|
||||
|
||||
Use `where` instead
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.filter`
|
||||
|
||||
***
|
||||
|
||||
### fullTextSearch()
|
||||
|
||||
```ts
|
||||
fullTextSearch(query, options?): this
|
||||
```
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **query**: `string` \| [`FullTextQuery`](../interfaces/FullTextQuery.md)
|
||||
|
||||
* **options?**: `Partial`<[`FullTextSearchOptions`](../interfaces/FullTextSearchOptions.md)>
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.fullTextSearch`
|
||||
|
||||
***
|
||||
|
||||
### limit()
|
||||
|
||||
```ts
|
||||
limit(limit): this
|
||||
```
|
||||
|
||||
Set the maximum number of results to return.
|
||||
|
||||
By default, a plain search has no limit. If this method is not
|
||||
called then every valid row from the table will be returned.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **limit**: `number`
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.limit`
|
||||
|
||||
***
|
||||
|
||||
### offset()
|
||||
|
||||
```ts
|
||||
offset(offset): this
|
||||
```
|
||||
|
||||
Set the number of rows to skip before returning results.
|
||||
|
||||
This is useful for pagination.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **offset**: `number`
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.offset`
|
||||
|
||||
***
|
||||
|
||||
### 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
|
||||
outputSchema(): Promise<Schema<any>>
|
||||
```
|
||||
|
||||
Returns the schema of the output that will be returned by this query.
|
||||
|
||||
This can be used to inspect the types and names of the columns that will be
|
||||
returned by the query before executing it.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`Schema`<`any`>>
|
||||
|
||||
An Arrow Schema describing the output columns.
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.outputSchema`
|
||||
|
||||
***
|
||||
|
||||
### select()
|
||||
|
||||
```ts
|
||||
select(columns): this
|
||||
```
|
||||
|
||||
Return only the specified columns.
|
||||
|
||||
By default a query will return all columns from the table. However, this can have
|
||||
a very significant impact on latency. LanceDb stores data in a columnar fashion. This
|
||||
means we can finely tune our I/O to select exactly the columns we need.
|
||||
|
||||
As a best practice you should always limit queries to the columns that you need. If you
|
||||
pass in an array of column names then only those columns will be returned.
|
||||
|
||||
You can also use this method to create new "dynamic" columns based on your existing columns.
|
||||
For example, you may not care about "a" or "b" but instead simply want "a + b". This is often
|
||||
seen in the SELECT clause of an SQL query (e.g. `SELECT a+b FROM my_table`).
|
||||
|
||||
To create dynamic columns you can pass in a Map<string, string>. A column will be returned
|
||||
for each entry in the map. The key provides the name of the column. The value is
|
||||
an SQL string used to specify how the column is calculated.
|
||||
|
||||
For example, an SQL query might state `SELECT a + b AS combined, c`. The equivalent
|
||||
input to this method would be:
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **columns**: `string` \| `string`[] \| `Record`<`string`, `string`> \| `Map`<`string`, `string`>
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
new Map([["combined", "a + b"], ["c", "c"]])
|
||||
|
||||
Columns will always be returned in the order given, even if that order is different than
|
||||
the order used when adding the data.
|
||||
|
||||
Note that you can pass in a `Record<string, string>` (e.g. an object literal). This method
|
||||
uses `Object.entries` which should preserve the insertion order of the object. However,
|
||||
object insertion order is easy to get wrong and `Map` is more foolproof.
|
||||
```
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.select`
|
||||
|
||||
***
|
||||
|
||||
### toArray()
|
||||
|
||||
```ts
|
||||
toArray(options?): Promise<any[]>
|
||||
```
|
||||
|
||||
Collect the results as an array of objects.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **options?**: `Partial`<[`QueryExecutionOptions`](../interfaces/QueryExecutionOptions.md)>
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`any`[]>
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.toArray`
|
||||
|
||||
***
|
||||
|
||||
### toArrow()
|
||||
|
||||
```ts
|
||||
toArrow(options?): Promise<Table<any>>
|
||||
```
|
||||
|
||||
Collect the results as an Arrow
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **options?**: `Partial`<[`QueryExecutionOptions`](../interfaces/QueryExecutionOptions.md)>
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`Table`<`any`>>
|
||||
|
||||
#### See
|
||||
|
||||
ArrowTable.
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.toArrow`
|
||||
|
||||
***
|
||||
|
||||
### 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
|
||||
where(predicate): this
|
||||
```
|
||||
|
||||
A filter statement to be applied to this query.
|
||||
|
||||
The filter should be supplied as an SQL query string. For example:
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **predicate**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
x > 10
|
||||
y > 0 AND y < 100
|
||||
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
|
||||
|
||||
`StandardQueryBase.where`
|
||||
|
||||
***
|
||||
|
||||
### withRowId()
|
||||
|
||||
```ts
|
||||
withRowId(): this
|
||||
```
|
||||
|
||||
Whether to return the row id in the results.
|
||||
|
||||
This column can be used to match results between different queries. For
|
||||
example, to match results from a full text search and a vector search in
|
||||
order to perform hybrid search.
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.withRowId`
|
||||
@@ -37,31 +37,6 @@ latest and stays writable.
|
||||
|
||||
***
|
||||
|
||||
### cherryPick()
|
||||
|
||||
```ts
|
||||
cherryPick(fromBranch, dryRun): Promise<CherryPickResult>
|
||||
```
|
||||
|
||||
Cherry-pick a branch onto main.
|
||||
|
||||
Set `dryRun` to `true` to preview. A failed cherry-pick resolves
|
||||
with `status: "failed"` instead of throwing.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **fromBranch**: `string`
|
||||
Branch to cherry-pick from.
|
||||
|
||||
* **dryRun**: `boolean` = `false`
|
||||
When true, only preview. Defaults to false.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`CherryPickResult`](../interfaces/CherryPickResult.md)>
|
||||
|
||||
***
|
||||
|
||||
### create()
|
||||
|
||||
```ts
|
||||
@@ -137,3 +112,28 @@ List all branches, mapping name to branch metadata.
|
||||
#### Returns
|
||||
|
||||
`Promise`<`Record`<`string`, [`BranchContents`](BranchContents.md)>>
|
||||
|
||||
***
|
||||
|
||||
### 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`<[`MergeBranchResult`](../interfaces/MergeBranchResult.md)>
|
||||
|
||||
@@ -25,27 +25,6 @@ the underlying connection has been closed.
|
||||
|
||||
## Methods
|
||||
|
||||
### cancelJob()
|
||||
|
||||
```ts
|
||||
abstract cancelJob(jobId): Promise<boolean>
|
||||
```
|
||||
|
||||
Request cancellation of a server-side job by id.
|
||||
|
||||
Resolves to true if the server accepted the cancellation, false if no
|
||||
such job exists. Cancelling an already-terminal job is a no-op success.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **jobId**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`boolean`>
|
||||
|
||||
***
|
||||
|
||||
### cloneTable()
|
||||
|
||||
```ts
|
||||
@@ -169,45 +148,6 @@ Creates a new empty Table
|
||||
|
||||
***
|
||||
|
||||
### createMaterializedView()
|
||||
|
||||
```ts
|
||||
abstract createMaterializedView(
|
||||
name,
|
||||
source,
|
||||
options?): Promise<MaterializedView>
|
||||
```
|
||||
|
||||
Define a materialized view named `name` over the table `source`.
|
||||
|
||||
The view is created empty, with the query recorded in its schema
|
||||
metadata; `view.refresh()` computes the rows. The view is a normal
|
||||
table: it can be queried, indexed and searched, and it appears in
|
||||
`tableNames`. The source table must have stable row ids (create it with
|
||||
the `newTableEnableStableRowIds` storage option); they keep the view's
|
||||
provenance valid across source compactions and cannot be enabled after
|
||||
a table exists. Local databases only.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **name**: `string`
|
||||
|
||||
* **source**: `string`
|
||||
|
||||
* **options?**
|
||||
|
||||
* **options.limit?**: `number`
|
||||
|
||||
* **options.select?**: [`MaterializedViewSelect`](../type-aliases/MaterializedViewSelect.md)
|
||||
|
||||
* **options.where?**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`MaterializedView`](MaterializedView.md)>
|
||||
|
||||
***
|
||||
|
||||
### createNamespace()
|
||||
|
||||
```ts
|
||||
@@ -425,49 +365,6 @@ Drop an existing table.
|
||||
|
||||
***
|
||||
|
||||
### dropTableAsync()
|
||||
|
||||
```ts
|
||||
abstract dropTableAsync(name, namespacePath?): Promise<Job>
|
||||
```
|
||||
|
||||
Start dropping a table and return its cleanup job.
|
||||
|
||||
The table may become unavailable before its data files are removed. Wait
|
||||
on the returned job to know when cleanup has finished.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **name**: `string`
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Job`](Job.md)>
|
||||
|
||||
***
|
||||
|
||||
### getJob()
|
||||
|
||||
```ts
|
||||
abstract getJob(jobId): Promise<null | JobDescription>
|
||||
```
|
||||
|
||||
Describe a single server-side job by id.
|
||||
|
||||
Resolves to `null` when the server has no such job.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **jobId**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`null` \| [`JobDescription`](../interfaces/JobDescription.md)>
|
||||
|
||||
***
|
||||
|
||||
### isOpen()
|
||||
|
||||
```ts
|
||||
@@ -482,78 +379,6 @@ Return true if the connection has not been closed
|
||||
|
||||
***
|
||||
|
||||
### job()
|
||||
|
||||
```ts
|
||||
abstract job(jobId): Job
|
||||
```
|
||||
|
||||
A [Job](Job.md) handle for a server-side job by id.
|
||||
|
||||
The handle is constructed without a server round trip; an unknown id
|
||||
surfaces when the handle is used. Dropping the handle has no effect on
|
||||
the job itself.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **jobId**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
[`Job`](Job.md)
|
||||
|
||||
***
|
||||
|
||||
### jobHistory()
|
||||
|
||||
```ts
|
||||
abstract jobHistory(jobId?): Promise<Table<any>>
|
||||
```
|
||||
|
||||
The lifecycle event history of a server-side job, as an Arrow table.
|
||||
|
||||
Lists history across all jobs when `jobId` is omitted.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **jobId?**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`Table`<`any`>>
|
||||
|
||||
***
|
||||
|
||||
### listJobs()
|
||||
|
||||
```ts
|
||||
abstract listJobs(): Promise<JobInfo[]>
|
||||
```
|
||||
|
||||
List server-side jobs across the database's tables.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`JobInfo`](../interfaces/JobInfo.md)[]>
|
||||
|
||||
***
|
||||
|
||||
### listMaterializedViews()
|
||||
|
||||
```ts
|
||||
abstract listMaterializedViews(): Promise<string[]>
|
||||
```
|
||||
|
||||
The names of the materialized views in this database.
|
||||
|
||||
Found by reading every table's schema, so this costs an open per table.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`[]>
|
||||
|
||||
***
|
||||
|
||||
### listNamespaces()
|
||||
|
||||
```ts
|
||||
@@ -584,90 +409,6 @@ Child namespace names and
|
||||
|
||||
***
|
||||
|
||||
### listTables()
|
||||
|
||||
#### listTables(options)
|
||||
|
||||
```ts
|
||||
abstract listTables(options?): Promise<ListTablesResponse>
|
||||
```
|
||||
|
||||
List a page of the tables in this database.
|
||||
|
||||
To retrieve the tables after the page, pass the `pageToken` the response
|
||||
carries back in. A page can be shorter than `limit` without being the last
|
||||
one, so walk until a response carries no page token:
|
||||
|
||||
```ts
|
||||
const names = [];
|
||||
let pageToken = undefined;
|
||||
do {
|
||||
const page = await conn.listTables({ pageToken, limit: 100 });
|
||||
names.push(...page.tables);
|
||||
pageToken = page.pageToken;
|
||||
} while (pageToken);
|
||||
```
|
||||
|
||||
##### Parameters
|
||||
|
||||
* **options?**: `Partial`<[`ListTablesOptions`](../interfaces/ListTablesOptions.md)>
|
||||
Pagination options
|
||||
(`pageToken`, `limit`).
|
||||
|
||||
##### Returns
|
||||
|
||||
`Promise`<[`ListTablesResponse`](../interfaces/ListTablesResponse.md)>
|
||||
|
||||
A page of table names and an
|
||||
optional token for the tables after it.
|
||||
|
||||
#### listTables(namespacePath, options)
|
||||
|
||||
```ts
|
||||
abstract listTables(namespacePath?, options?): Promise<ListTablesResponse>
|
||||
```
|
||||
|
||||
List a page of the tables in this database.
|
||||
|
||||
##### Parameters
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path to list tables from
|
||||
(defaults to root namespace)
|
||||
|
||||
* **options?**: `Partial`<[`ListTablesOptions`](../interfaces/ListTablesOptions.md)>
|
||||
Pagination options
|
||||
(`pageToken`, `limit`).
|
||||
|
||||
##### Returns
|
||||
|
||||
`Promise`<[`ListTablesResponse`](../interfaces/ListTablesResponse.md)>
|
||||
|
||||
A page of table names and an
|
||||
optional token for the tables after it.
|
||||
|
||||
***
|
||||
|
||||
### openMaterializedView()
|
||||
|
||||
```ts
|
||||
abstract openMaterializedView(name): Promise<MaterializedView>
|
||||
```
|
||||
|
||||
Open the materialized view named `name`.
|
||||
|
||||
Rejects a table that exists but is not a materialized view.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **name**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`MaterializedView`](MaterializedView.md)>
|
||||
|
||||
***
|
||||
|
||||
### openTable()
|
||||
|
||||
```ts
|
||||
@@ -677,13 +418,18 @@ abstract openTable(
|
||||
options?): Promise<Table>
|
||||
```
|
||||
|
||||
Open a table in the database.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **name**: `string`
|
||||
The name of the table
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path of the table (defaults to root namespace)
|
||||
|
||||
* **options?**: `Partial`<[`OpenTableOptions`](../interfaces/OpenTableOptions.md)>
|
||||
Additional options
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -724,7 +470,7 @@ a "not supported" error.
|
||||
|
||||
***
|
||||
|
||||
### ~~tableNames()~~
|
||||
### tableNames()
|
||||
|
||||
#### tableNames(options)
|
||||
|
||||
@@ -746,10 +492,6 @@ Tables will be returned in lexicographical order.
|
||||
|
||||
`Promise`<`string`[]>
|
||||
|
||||
##### Deprecated
|
||||
|
||||
Use [Connection.listTables](Connection.md#listtables) instead.
|
||||
|
||||
#### tableNames(namespacePath, options)
|
||||
|
||||
```ts
|
||||
@@ -772,7 +514,3 @@ Tables will be returned in lexicographical order.
|
||||
##### Returns
|
||||
|
||||
`Promise`<`string`[]>
|
||||
|
||||
##### Deprecated
|
||||
|
||||
Use [Connection.listTables](Connection.md#listtables) instead.
|
||||
|
||||
@@ -1,83 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / Job
|
||||
|
||||
# Class: Job
|
||||
|
||||
A handle to an operation that may still be running.
|
||||
|
||||
## Constructors
|
||||
|
||||
### new Job()
|
||||
|
||||
```ts
|
||||
new Job(): Job
|
||||
```
|
||||
|
||||
#### Returns
|
||||
|
||||
[`Job`](Job.md)
|
||||
|
||||
## Accessors
|
||||
|
||||
### id
|
||||
|
||||
```ts
|
||||
get id(): null | string
|
||||
```
|
||||
|
||||
Identifies the operation on the server that is running it. Operations
|
||||
that run in this process have no server id. The value is opaque.
|
||||
|
||||
#### Returns
|
||||
|
||||
`null` \| `string`
|
||||
|
||||
## Methods
|
||||
|
||||
### cancel()
|
||||
|
||||
```ts
|
||||
cancel(): Promise<void>
|
||||
```
|
||||
|
||||
Request cancellation. Cancelling a finished operation is a no-op.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### status()
|
||||
|
||||
```ts
|
||||
status(): Promise<string>
|
||||
```
|
||||
|
||||
The operation's current lifecycle state: "running", "finished",
|
||||
"failed", or "cancelled".
|
||||
|
||||
A point snapshot; unlike [Job.wait](Job.md#wait) it does not block or reject
|
||||
on a terminal failure state. States a newer server reports that this
|
||||
client version does not know pass through as-is.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`>
|
||||
|
||||
***
|
||||
|
||||
### wait()
|
||||
|
||||
```ts
|
||||
wait(): Promise<void>
|
||||
```
|
||||
|
||||
Wait until the operation reaches a terminal state.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
@@ -1,101 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / MaterializedView
|
||||
|
||||
# Class: MaterializedView
|
||||
|
||||
A handle on a materialized view: its table plus its definition.
|
||||
|
||||
Obtained from [Connection#createMaterializedView](Connection.md#creatematerializedview) or
|
||||
[Connection#openMaterializedView](Connection.md#openmaterializedview). The view is a normal table --
|
||||
queries, indexes and search all apply through [MaterializedView#table](MaterializedView.md#table)
|
||||
-- whose contents are maintained by [MaterializedView#refresh](MaterializedView.md#refresh).
|
||||
|
||||
## Constructors
|
||||
|
||||
### new MaterializedView()
|
||||
|
||||
```ts
|
||||
new MaterializedView(table): MaterializedView
|
||||
```
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **table**: [`Table`](Table.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`MaterializedView`](MaterializedView.md)
|
||||
|
||||
## Accessors
|
||||
|
||||
### name
|
||||
|
||||
```ts
|
||||
get name(): string
|
||||
```
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
## Methods
|
||||
|
||||
### definition()
|
||||
|
||||
```ts
|
||||
definition(): Promise<MaterializedViewDefinition>
|
||||
```
|
||||
|
||||
The query that defines the view, read from its stored schema.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`MaterializedViewDefinition`](../interfaces/MaterializedViewDefinition.md)>
|
||||
|
||||
***
|
||||
|
||||
### refresh()
|
||||
|
||||
```ts
|
||||
refresh(options?): Promise<RefreshMaterializedViewResult>
|
||||
```
|
||||
|
||||
Recompute the view from its source.
|
||||
|
||||
The refresh is incremental when the source's changes can be reconciled
|
||||
into the view -- rows added, changed or removed since the last one --
|
||||
and otherwise rebuilds. `full` forces a rebuild; `sourceVersion`
|
||||
refreshes to that source version instead of the latest.
|
||||
|
||||
Concurrent refreshes of one view do not duplicate its rows. Two that
|
||||
plan the same source rows conflict on commit, and the loser throws
|
||||
rather than writing them a second time.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **options?**
|
||||
|
||||
* **options.full?**: `boolean`
|
||||
|
||||
* **options.sourceVersion?**: `number`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`RefreshMaterializedViewResult`](../interfaces/RefreshMaterializedViewResult.md)>
|
||||
|
||||
***
|
||||
|
||||
### table()
|
||||
|
||||
```ts
|
||||
table(): Table
|
||||
```
|
||||
|
||||
The view, as the table it is.
|
||||
|
||||
#### Returns
|
||||
|
||||
[`Table`](Table.md)
|
||||
@@ -76,23 +76,24 @@ the query optimizer chooses a suboptimal path.
|
||||
|
||||
***
|
||||
|
||||
### useLsm()
|
||||
### useLsmWrite()
|
||||
|
||||
```ts
|
||||
useLsm(enable): MergeInsertBuilder
|
||||
useLsmWrite(useLsmWrite): MergeInsertBuilder
|
||||
```
|
||||
|
||||
Control MemWAL routing for this merge.
|
||||
Controls whether the merge uses the MemWAL LSM write path.
|
||||
|
||||
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.
|
||||
routed through Lance's MemWAL shard writer, and a table without one uses
|
||||
the standard path. Pass `false` to force the standard path even when a
|
||||
spec is set. Pass `true` to require a spec — `mergeInsert` rejects if none
|
||||
is installed.
|
||||
|
||||
#### 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.
|
||||
* **useLsmWrite**: `boolean`
|
||||
Whether to use the LSM write path.
|
||||
|
||||
#### Returns
|
||||
|
||||
|
||||
@@ -497,42 +497,6 @@ 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
|
||||
|
||||
@@ -69,34 +69,14 @@ abstract addColumns(newColumnTransforms): Promise<AddColumnsResult>
|
||||
|
||||
Add new columns with defined values.
|
||||
|
||||
The `{ computed }` form stores the expression rather than evaluating it
|
||||
now: the column is committed with no values, and rows get them from
|
||||
[Table#refreshColumn](Table.md#refreshcolumn). Declaring one therefore costs the same on a
|
||||
large table as on an empty one.
|
||||
|
||||
A refresh does not revisit rows it has already filled, so mutating an
|
||||
input leaves the value computed at fill time; recomputing means dropping
|
||||
the column and declaring it again. While a declaration reads a column,
|
||||
that column cannot be renamed, retyped or dropped.
|
||||
|
||||
On LanceDB Cloud and Enterprise the expression is planned by the
|
||||
server, and the refresh runs as a server job -- see
|
||||
[Table#refreshColumnAsync](Table.md#refreshcolumnasync).
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **newColumnTransforms**:
|
||||
\| `Field`<`any`>
|
||||
\| `Field`<`any`>[]
|
||||
\| `Schema`<`any`>
|
||||
\| [`AddColumnsSql`](../interfaces/AddColumnsSql.md)[]
|
||||
\| `object`
|
||||
* **newColumnTransforms**: `Field`<`any`> \| `Field`<`any`>[] \| `Schema`<`any`> \| [`AddColumnsSql`](../interfaces/AddColumnsSql.md)[]
|
||||
Either:
|
||||
- An array of objects with column names and SQL expressions to calculate values
|
||||
- A single Arrow Field defining one column with its data type (column will be initialized with null values)
|
||||
- An array of Arrow Fields defining columns with their data types (columns will be initialized with null values)
|
||||
- An Arrow Schema defining columns with their data types (columns will be initialized with null values)
|
||||
- `{ computed }`, declaring columns defined by a SQL expression whose type and inputs are derived from it
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -105,13 +85,6 @@ server, and the refresh runs as a server job -- see
|
||||
A promise that resolves to an object
|
||||
containing the new version number of the table after adding the columns.
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
await table.addColumns({ computed: [{ name: "doubled", valueSql: "x * 2" }] });
|
||||
const { rowsFilled } = await table.refreshColumn("doubled");
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### alterColumns()
|
||||
@@ -213,39 +186,6 @@ version of the table.
|
||||
|
||||
***
|
||||
|
||||
### checkpointLsm()
|
||||
|
||||
```ts
|
||||
abstract checkpointLsm(): Promise<void>
|
||||
```
|
||||
|
||||
Converge this table's LSM write path into its base table.
|
||||
|
||||
Seals once, then triggers compaction and polls until the L0 that existed
|
||||
at the start is gone. The target set is fixed at the start, so
|
||||
generations created *during* the checkpoint are ignored — that is what
|
||||
lets it terminate under write load, and what makes it best-effort: it
|
||||
converges the fresh tier as of some instant. Idempotent, abandonable at
|
||||
any point, and safe to run on a cadence.
|
||||
|
||||
There is no liveness bound — the compactor pool is shared across tables,
|
||||
so a checkpoint queued behind unrelated work looks exactly like one that
|
||||
is merging. The caller owns the deadline.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
const before = await table.getLsmStats();
|
||||
await table.checkpointLsm();
|
||||
const after = await table.getLsmStats();
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### close()
|
||||
|
||||
```ts
|
||||
@@ -283,24 +223,6 @@ It is a no-op when no writers are cached.
|
||||
|
||||
***
|
||||
|
||||
### compactLsm()
|
||||
|
||||
```ts
|
||||
abstract compactLsm(): Promise<void>
|
||||
```
|
||||
|
||||
Trigger a background L0 → base compaction pass per bucket.
|
||||
|
||||
Returns once the passes are *dispatched*, not once they finish — watch
|
||||
[Table#getLsmStats](Table.md#getlsmstats) for progress, or use
|
||||
[Table#checkpointLsm](Table.md#checkpointlsm) to wait for convergence.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### countRows()
|
||||
|
||||
```ts
|
||||
@@ -373,29 +295,6 @@ await table.createIndex("my_float_col");
|
||||
|
||||
***
|
||||
|
||||
### createIndexAsync()
|
||||
|
||||
```ts
|
||||
abstract createIndexAsync(column, options?): Promise<Job>
|
||||
```
|
||||
|
||||
Create an index, returning a handle to the indexing job.
|
||||
|
||||
The job may already be complete when returned; callers must not assume
|
||||
the index exists until [Job.wait](Job.md#wait) resolves.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **column**: `string`
|
||||
|
||||
* **options?**: `Partial`<[`IndexOptions`](../interfaces/IndexOptions.md)>
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Job`](Job.md)>
|
||||
|
||||
***
|
||||
|
||||
### currentBranch()
|
||||
|
||||
```ts
|
||||
@@ -499,48 +398,6 @@ Drop an index from the table.
|
||||
|
||||
***
|
||||
|
||||
### flushLsm()
|
||||
|
||||
```ts
|
||||
abstract flushLsm(): Promise<void>
|
||||
```
|
||||
|
||||
Seal every bucket's active memtable into a new L0 generation.
|
||||
|
||||
Returns once the seal is committed. Sealing an empty memtable is a no-op,
|
||||
so this is safe to call repeatedly.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### getLsmStats()
|
||||
|
||||
```ts
|
||||
abstract getLsmStats(includeGenerationRows?): Promise<undefined | LsmStats>
|
||||
```
|
||||
|
||||
Read live per-bucket LSM state.
|
||||
|
||||
Answers "how far behind is my fresh tier", "which bucket is hot", and
|
||||
"why is my fresh-tier vector search brute-force". Mutates no table state.
|
||||
|
||||
Resolves to `undefined` only when the LSM write path is not enabled.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **includeGenerationRows?**: `boolean`
|
||||
Also count rows per L0 generation.
|
||||
Off by default because each count opens an uncached Lance dataset.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`undefined` \| [`LsmStats`](../interfaces/LsmStats.md)>
|
||||
|
||||
***
|
||||
|
||||
### getLsmWriteSpec()
|
||||
|
||||
```ts
|
||||
@@ -551,10 +408,9 @@ Read the [LsmWriteSpec](../interfaces/LsmWriteSpec.md) currently installed on th
|
||||
|
||||
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 mirrors what was passed to
|
||||
[Table#setLsmWriteSpec](Table.md#setlsmwritespec), except that `maintainedIndexes` always
|
||||
reports the concrete list resolved when the spec was set — `undefined`
|
||||
never round-trips.
|
||||
The returned spec — including its `maintainedIndexes` and
|
||||
`writerConfigDefaults` — mirrors what was passed to
|
||||
[Table#setLsmWriteSpec](Table.md#setlsmwritespec).
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -838,67 +694,6 @@ for await (const batch of table.query()) {
|
||||
|
||||
***
|
||||
|
||||
### refreshColumn()
|
||||
|
||||
```ts
|
||||
abstract refreshColumn(column): Promise<RefreshColumnResult>
|
||||
```
|
||||
|
||||
Fill the rows of a computed column that hold no value yet.
|
||||
|
||||
Rows appended since the last refresh are filled by the next one; rows
|
||||
already filled are left as they are, so the call is idempotent and does
|
||||
not observe a mutated input. Local tables only: a remote refresh runs
|
||||
as a server job, through [Table#refreshColumnAsync](Table.md#refreshcolumnasync).
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **column**: `string`
|
||||
The name of the computed column to fill.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`RefreshColumnResult`](../interfaces/RefreshColumnResult.md)>
|
||||
|
||||
A promise that resolves to the
|
||||
number of rows filled and the new version number of the table.
|
||||
|
||||
***
|
||||
|
||||
### refreshColumnAsync()
|
||||
|
||||
```ts
|
||||
abstract refreshColumnAsync(column): Promise<Job>
|
||||
```
|
||||
|
||||
Like [Table#refreshColumn](Table.md#refreshcolumn), but returns a handle to the refresh
|
||||
job instead of blocking until it completes.
|
||||
|
||||
The job may already be complete when returned; callers must not assume
|
||||
the column is filled until [Job.wait](Job.md#wait) resolves. Invalid input --
|
||||
an unknown column, or one that is not computed -- rejects here rather
|
||||
than failing the job. On local tables the job runs in-process; on
|
||||
LanceDB Cloud and Enterprise it is the server's backfill job.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **column**: `string`
|
||||
The name of the computed column to fill.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Job`](Job.md)>
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
const job = await table.refreshColumnAsync("doubled");
|
||||
await job.wait();
|
||||
console.log(await job.status()); // "finished"
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### restore()
|
||||
|
||||
```ts
|
||||
@@ -942,7 +737,7 @@ Get the schema of the table.
|
||||
abstract search(
|
||||
query,
|
||||
queryType?,
|
||||
ftsColumns?): Query | VectorQuery | AutoQuery
|
||||
ftsColumns?): Query | VectorQuery
|
||||
```
|
||||
|
||||
Create a search query to find the nearest neighbors
|
||||
@@ -964,7 +759,7 @@ of the given query
|
||||
|
||||
#### Returns
|
||||
|
||||
[`Query`](Query.md) \| [`VectorQuery`](VectorQuery.md) \| [`AutoQuery`](AutoQuery.md)
|
||||
[`Query`](Query.md) \| [`VectorQuery`](VectorQuery.md)
|
||||
|
||||
***
|
||||
|
||||
@@ -988,11 +783,6 @@ 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.
|
||||
|
||||
Omitting `maintainedIndexes` maintains every index on the table, resolved
|
||||
here, failing if one cannot be maintained — name them to install anyway.
|
||||
Naming them pins an exact set, and a still-building index is rejected
|
||||
rather than quietly omitted.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **spec**: [`LsmWriteSpec`](../interfaces/LsmWriteSpec.md)
|
||||
@@ -1292,18 +1082,6 @@ abstract updateFieldMetadata(updates): Promise<UpdateFieldMetadataResult>
|
||||
|
||||
Update per-field (column) metadata.
|
||||
|
||||
The following keys are treated specially, by convention, and should be
|
||||
used when appropriate:
|
||||
|
||||
- `lancedb:description`: for a human-readable description of a field.
|
||||
- `lancedb:tag:<name>`: for a user-defined key-value tag, where the suffix
|
||||
names the tag category; e.g. `lancedb:tag:model: "clip"`.
|
||||
- `lancedb:logical-column`: for a column grouping; e.g. `feature_v1` and
|
||||
`feature_v2` might be in the same logical column.
|
||||
- `lancedb:status`: for status options (`production`, `candidate`,
|
||||
`deprecated`, `archived`) to designate the current life cycle state of
|
||||
this column.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **updates**: [`FieldMetadataUpdate`](../interfaces/FieldMetadataUpdate.md)[]
|
||||
|
||||
@@ -273,29 +273,6 @@ 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
|
||||
|
||||
@@ -746,42 +746,6 @@ 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
|
||||
|
||||
+3
-19
@@ -18,7 +18,6 @@
|
||||
|
||||
## Classes
|
||||
|
||||
- [AutoQuery](classes/AutoQuery.md)
|
||||
- [BooleanQuery](classes/BooleanQuery.md)
|
||||
- [BoostQuery](classes/BoostQuery.md)
|
||||
- [BranchContents](classes/BranchContents.md)
|
||||
@@ -26,10 +25,8 @@
|
||||
- [Connection](classes/Connection.md)
|
||||
- [HeaderProvider](classes/HeaderProvider.md)
|
||||
- [Index](classes/Index.md)
|
||||
- [Job](classes/Job.md)
|
||||
- [MakeArrowTableOptions](classes/MakeArrowTableOptions.md)
|
||||
- [MatchQuery](classes/MatchQuery.md)
|
||||
- [MaterializedView](classes/MaterializedView.md)
|
||||
- [MergeInsertBuilder](classes/MergeInsertBuilder.md)
|
||||
- [MultiMatchQuery](classes/MultiMatchQuery.md)
|
||||
- [NativeJsHeaderProvider](classes/NativeJsHeaderProvider.md)
|
||||
@@ -60,10 +57,6 @@
|
||||
- [BranchDiff](interfaces/BranchDiff.md)
|
||||
- [BranchIndexSummary](interfaces/BranchIndexSummary.md)
|
||||
- [BranchRowCountSummary](interfaces/BranchRowCountSummary.md)
|
||||
- [BucketStats](interfaces/BucketStats.md)
|
||||
- [CherryPickError](interfaces/CherryPickError.md)
|
||||
- [CherryPickPreview](interfaces/CherryPickPreview.md)
|
||||
- [CherryPickResult](interfaces/CherryPickResult.md)
|
||||
- [ClientConfig](interfaces/ClientConfig.md)
|
||||
- [ColumnAlteration](interfaces/ColumnAlteration.md)
|
||||
- [ColumnOrdering](interfaces/ColumnOrdering.md)
|
||||
@@ -87,7 +80,6 @@
|
||||
- [FtsToken](interfaces/FtsToken.md)
|
||||
- [FullTextQuery](interfaces/FullTextQuery.md)
|
||||
- [FullTextSearchOptions](interfaces/FullTextSearchOptions.md)
|
||||
- [GenerationStats](interfaces/GenerationStats.md)
|
||||
- [HnswPqOptions](interfaces/HnswPqOptions.md)
|
||||
- [HnswSqOptions](interfaces/HnswSqOptions.md)
|
||||
- [IndexConfig](interfaces/IndexConfig.md)
|
||||
@@ -96,17 +88,12 @@
|
||||
- [IvfFlatOptions](interfaces/IvfFlatOptions.md)
|
||||
- [IvfPqOptions](interfaces/IvfPqOptions.md)
|
||||
- [IvfRqOptions](interfaces/IvfRqOptions.md)
|
||||
- [JobDescription](interfaces/JobDescription.md)
|
||||
- [JobFailureInfo](interfaces/JobFailureInfo.md)
|
||||
- [JobInfo](interfaces/JobInfo.md)
|
||||
- [ListNamespacesOptions](interfaces/ListNamespacesOptions.md)
|
||||
- [ListNamespacesResponse](interfaces/ListNamespacesResponse.md)
|
||||
- [ListTablesOptions](interfaces/ListTablesOptions.md)
|
||||
- [ListTablesResponse](interfaces/ListTablesResponse.md)
|
||||
- [LsmStats](interfaces/LsmStats.md)
|
||||
- [LsmWriteSpec](interfaces/LsmWriteSpec.md)
|
||||
- [MaterializedViewDefinition](interfaces/MaterializedViewDefinition.md)
|
||||
- [MemtableStats](interfaces/MemtableStats.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)
|
||||
@@ -114,8 +101,6 @@
|
||||
- [OptimizeOptions](interfaces/OptimizeOptions.md)
|
||||
- [OptimizeStats](interfaces/OptimizeStats.md)
|
||||
- [QueryExecutionOptions](interfaces/QueryExecutionOptions.md)
|
||||
- [RefreshColumnResult](interfaces/RefreshColumnResult.md)
|
||||
- [RefreshMaterializedViewResult](interfaces/RefreshMaterializedViewResult.md)
|
||||
- [RemovalStats](interfaces/RemovalStats.md)
|
||||
- [RenameTableOptions](interfaces/RenameTableOptions.md)
|
||||
- [RestNamespaceConfig](interfaces/RestNamespaceConfig.md)
|
||||
@@ -148,7 +133,6 @@
|
||||
- [FieldLike](type-aliases/FieldLike.md)
|
||||
- [IntoSql](type-aliases/IntoSql.md)
|
||||
- [IntoVector](type-aliases/IntoVector.md)
|
||||
- [MaterializedViewSelect](type-aliases/MaterializedViewSelect.md)
|
||||
- [MultiVector](type-aliases/MultiVector.md)
|
||||
- [RecordBatchLike](type-aliases/RecordBatchLike.md)
|
||||
- [SchemaLike](type-aliases/SchemaLike.md)
|
||||
|
||||
@@ -50,14 +50,6 @@ changedColumns: BranchColumnChange[];
|
||||
|
||||
***
|
||||
|
||||
### errors
|
||||
|
||||
```ts
|
||||
errors: CherryPickError[];
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### fromBranch
|
||||
|
||||
```ts
|
||||
@@ -74,6 +66,22 @@ mainVersion: number;
|
||||
|
||||
***
|
||||
|
||||
### mergeBlockers
|
||||
|
||||
```ts
|
||||
mergeBlockers: MergeBlocker[];
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### mergeable
|
||||
|
||||
```ts
|
||||
mergeable: boolean;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### parentVersion
|
||||
|
||||
```ts
|
||||
|
||||
@@ -1,116 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / BucketStats
|
||||
|
||||
# Interface: BucketStats
|
||||
|
||||
Live state of one bucket. A table is N buckets on one node; flattening to a
|
||||
single number hides the one hot bucket that is usually why someone opened
|
||||
this endpoint.
|
||||
|
||||
## Properties
|
||||
|
||||
### compacting
|
||||
|
||||
```ts
|
||||
compacting: boolean;
|
||||
```
|
||||
|
||||
Whether a pass owns this bucket's compaction latch right now. Says *a*
|
||||
driver is running, not *whose*, and the latch is held from dispatch —
|
||||
including while the pass queues for a pod-wide compactor permit. Read it
|
||||
as "do not pile on", never as "mine is progressing".
|
||||
|
||||
***
|
||||
|
||||
### currentGeneration
|
||||
|
||||
```ts
|
||||
currentGeneration: number;
|
||||
```
|
||||
|
||||
The generation the active memtable will become.
|
||||
|
||||
***
|
||||
|
||||
### generations
|
||||
|
||||
```ts
|
||||
generations: GenerationStats[];
|
||||
```
|
||||
|
||||
Flushed L0 generations not yet merged into the base table.
|
||||
|
||||
***
|
||||
|
||||
### manifestVersion
|
||||
|
||||
```ts
|
||||
manifestVersion: number;
|
||||
```
|
||||
|
||||
Version of the shard manifest these numbers were read from.
|
||||
|
||||
***
|
||||
|
||||
### memtables?
|
||||
|
||||
```ts
|
||||
optional memtables: MemtableStats[];
|
||||
```
|
||||
|
||||
Oldest first, active last. Absent for a `"Sealed"` bucket, whose
|
||||
in-memory state is torn down.
|
||||
|
||||
***
|
||||
|
||||
### replayAfterWalEntryPosition
|
||||
|
||||
```ts
|
||||
replayAfterWalEntryPosition: number;
|
||||
```
|
||||
|
||||
WAL position replay resumes from.
|
||||
|
||||
***
|
||||
|
||||
### shardId
|
||||
|
||||
```ts
|
||||
shardId: string;
|
||||
```
|
||||
|
||||
The shard this bucket writes.
|
||||
|
||||
***
|
||||
|
||||
### status
|
||||
|
||||
```ts
|
||||
status: string;
|
||||
```
|
||||
|
||||
`"Active"` or `"Sealed"` (drop-table 2PC in flight).
|
||||
|
||||
***
|
||||
|
||||
### walEntryPositionLastSeen
|
||||
|
||||
```ts
|
||||
walEntryPositionLastSeen: number;
|
||||
```
|
||||
|
||||
Highest WAL position the writer has seen. The difference against
|
||||
`replayAfterWalEntryPosition` is the WAL lag.
|
||||
|
||||
***
|
||||
|
||||
### writerEpoch
|
||||
|
||||
```ts
|
||||
writerEpoch: number;
|
||||
```
|
||||
|
||||
Epoch of the writer that currently owns the shard.
|
||||
@@ -1,17 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / CherryPickPreview
|
||||
|
||||
# Interface: CherryPickPreview
|
||||
|
||||
Changes that would be, or were, promoted by a cherry-pick.
|
||||
|
||||
## Properties
|
||||
|
||||
### promotedColumns
|
||||
|
||||
```ts
|
||||
promotedColumns: string[];
|
||||
```
|
||||
@@ -17,8 +17,7 @@ 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. See
|
||||
[Table.updateFieldMetadata](../classes/Table.md#updatefieldmetadata) for the conventional `lancedb:*` keys.
|
||||
default; a value of `null` deletes that key.
|
||||
|
||||
***
|
||||
|
||||
|
||||
@@ -56,21 +56,6 @@ 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?
|
||||
|
||||
```ts
|
||||
|
||||
@@ -1,40 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / GenerationStats
|
||||
|
||||
# Interface: GenerationStats
|
||||
|
||||
One flushed L0 generation.
|
||||
|
||||
## Properties
|
||||
|
||||
### bytes
|
||||
|
||||
```ts
|
||||
bytes: number;
|
||||
```
|
||||
|
||||
On-disk size of the generation.
|
||||
|
||||
***
|
||||
|
||||
### generation
|
||||
|
||||
```ts
|
||||
generation: number;
|
||||
```
|
||||
|
||||
The generation number. Increases as memtables are sealed into L0.
|
||||
|
||||
***
|
||||
|
||||
### rows?
|
||||
|
||||
```ts
|
||||
optional rows: number;
|
||||
```
|
||||
|
||||
Present only when `includeGenerationRows` was requested. Off by default
|
||||
because each count opens an uncached Lance dataset.
|
||||
@@ -1,66 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / JobDescription
|
||||
|
||||
# Interface: JobDescription
|
||||
|
||||
A described job from `Connection.getJob`.
|
||||
|
||||
## Properties
|
||||
|
||||
### creationMs
|
||||
|
||||
```ts
|
||||
creationMs: number;
|
||||
```
|
||||
|
||||
When the job was created, in milliseconds since the epoch.
|
||||
|
||||
***
|
||||
|
||||
### failure?
|
||||
|
||||
```ts
|
||||
optional failure: JobFailureInfo;
|
||||
```
|
||||
|
||||
Why the job failed, when the job is failed and the server reports a
|
||||
reason.
|
||||
|
||||
***
|
||||
|
||||
### jobId
|
||||
|
||||
```ts
|
||||
jobId: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### jobType
|
||||
|
||||
```ts
|
||||
jobType: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### specJson?
|
||||
|
||||
```ts
|
||||
optional specJson: string;
|
||||
```
|
||||
|
||||
The job-type-specific specification as a JSON string, when present.
|
||||
|
||||
***
|
||||
|
||||
### state
|
||||
|
||||
```ts
|
||||
state: string;
|
||||
```
|
||||
|
||||
Lifecycle state: "running", "finished", "failed", or "cancelled".
|
||||
@@ -1,33 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / JobFailureInfo
|
||||
|
||||
# Interface: JobFailureInfo
|
||||
|
||||
The server's account of why a job failed.
|
||||
|
||||
## Properties
|
||||
|
||||
### message?
|
||||
|
||||
```ts
|
||||
optional message: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### phase?
|
||||
|
||||
```ts
|
||||
optional phase: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### retryable?
|
||||
|
||||
```ts
|
||||
optional retryable: boolean;
|
||||
```
|
||||
@@ -1,58 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / JobInfo
|
||||
|
||||
# Interface: JobInfo
|
||||
|
||||
A row from `Connection.listJobs`: one server-side job.
|
||||
|
||||
## Properties
|
||||
|
||||
### createdAtMillis
|
||||
|
||||
```ts
|
||||
createdAtMillis: number;
|
||||
```
|
||||
|
||||
When the job was created, in milliseconds since the epoch.
|
||||
|
||||
***
|
||||
|
||||
### jobId
|
||||
|
||||
```ts
|
||||
jobId: string;
|
||||
```
|
||||
|
||||
The job id -- what `Connection.getJob` and `Connection.cancelJob`
|
||||
accept.
|
||||
|
||||
***
|
||||
|
||||
### jobType
|
||||
|
||||
```ts
|
||||
jobType: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### state
|
||||
|
||||
```ts
|
||||
state: string;
|
||||
```
|
||||
|
||||
Lifecycle state: "running", "finished", "failed", or "cancelled".
|
||||
|
||||
***
|
||||
|
||||
### table
|
||||
|
||||
```ts
|
||||
table: string;
|
||||
```
|
||||
|
||||
The table the job runs against, without URI or namespace.
|
||||
@@ -1,34 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / ListTablesOptions
|
||||
|
||||
# Interface: ListTablesOptions
|
||||
|
||||
## Properties
|
||||
|
||||
### limit?
|
||||
|
||||
```ts
|
||||
optional limit: number;
|
||||
```
|
||||
|
||||
An upper bound on how many tables to return.
|
||||
|
||||
A page may hold fewer than this and still not be the last one, so keep
|
||||
going while the response carries a page token rather than while pages are
|
||||
full.
|
||||
|
||||
***
|
||||
|
||||
### pageToken?
|
||||
|
||||
```ts
|
||||
optional pageToken: string;
|
||||
```
|
||||
|
||||
Token from a previous response, to resume listing where it left off.
|
||||
|
||||
The token is opaque: it carries whatever the database needs to resume, and
|
||||
callers should not construct or interpret one.
|
||||
@@ -1,23 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / ListTablesResponse
|
||||
|
||||
# Interface: ListTablesResponse
|
||||
|
||||
## Properties
|
||||
|
||||
### pageToken?
|
||||
|
||||
```ts
|
||||
optional pageToken: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### tables
|
||||
|
||||
```ts
|
||||
tables: string[];
|
||||
```
|
||||
@@ -1,22 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / LsmStats
|
||||
|
||||
# Interface: LsmStats
|
||||
|
||||
Live per-bucket LSM state, as returned by `Table#getLsmStats`.
|
||||
|
||||
Nothing here is derived: sums and differences (total L0 bytes, WAL lag) are
|
||||
the caller's to compute.
|
||||
|
||||
## Properties
|
||||
|
||||
### buckets
|
||||
|
||||
```ts
|
||||
buckets: BucketStats[];
|
||||
```
|
||||
|
||||
One entry per bucket backing this table.
|
||||
@@ -34,9 +34,7 @@ Bucket and identity variants: the sharding column.
|
||||
optional maintainedIndexes: string[];
|
||||
```
|
||||
|
||||
Indexes the MemWAL keeps up to date. Omit to maintain every supported
|
||||
index, resolved on install — a snapshot, so indexes created later are not
|
||||
maintained. Pass `[]` for none.
|
||||
Names of indexes the MemWAL should keep up to date during writes.
|
||||
|
||||
***
|
||||
|
||||
|
||||
@@ -1,59 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / MaterializedViewDefinition
|
||||
|
||||
# Interface: MaterializedViewDefinition
|
||||
|
||||
The query that defines a materialized view.
|
||||
|
||||
## Properties
|
||||
|
||||
### filter?
|
||||
|
||||
```ts
|
||||
optional filter: string;
|
||||
```
|
||||
|
||||
SQL predicate selecting the source rows the view holds.
|
||||
|
||||
***
|
||||
|
||||
### inputs
|
||||
|
||||
```ts
|
||||
inputs: string[];
|
||||
```
|
||||
|
||||
Source columns the projections and filter read.
|
||||
|
||||
***
|
||||
|
||||
### limit?
|
||||
|
||||
```ts
|
||||
optional limit: number;
|
||||
```
|
||||
|
||||
Cap on the number of rows the view holds.
|
||||
|
||||
***
|
||||
|
||||
### projections
|
||||
|
||||
```ts
|
||||
projections: [string, string][];
|
||||
```
|
||||
|
||||
`[output column, SQL expression]` pairs, in view schema order.
|
||||
|
||||
***
|
||||
|
||||
### sourceTable
|
||||
|
||||
```ts
|
||||
sourceTable: string;
|
||||
```
|
||||
|
||||
Name of the source table, in the same database as the view.
|
||||
@@ -1,60 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / MemtableStats
|
||||
|
||||
# Interface: MemtableStats
|
||||
|
||||
One in-memory memtable.
|
||||
|
||||
## Properties
|
||||
|
||||
### batches
|
||||
|
||||
```ts
|
||||
batches: number;
|
||||
```
|
||||
|
||||
Record batches currently buffered.
|
||||
|
||||
***
|
||||
|
||||
### bytes
|
||||
|
||||
```ts
|
||||
bytes: number;
|
||||
```
|
||||
|
||||
Estimated in-memory size.
|
||||
|
||||
***
|
||||
|
||||
### generation
|
||||
|
||||
```ts
|
||||
generation: number;
|
||||
```
|
||||
|
||||
The generation this memtable will become once sealed.
|
||||
|
||||
***
|
||||
|
||||
### indexes
|
||||
|
||||
```ts
|
||||
indexes: string[];
|
||||
```
|
||||
|
||||
Names of the indexes this memtable carries. An absent name is the whole
|
||||
answer to "why is my fresh-tier search on that column brute-force".
|
||||
|
||||
***
|
||||
|
||||
### rows
|
||||
|
||||
```ts
|
||||
rows: number;
|
||||
```
|
||||
|
||||
Rows currently buffered.
|
||||
@@ -2,11 +2,11 @@
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / CherryPickError
|
||||
[@lancedb/lancedb](../globals.md) / MergeBlocker
|
||||
|
||||
# Interface: CherryPickError
|
||||
# Interface: MergeBlocker
|
||||
|
||||
A reason why a cherry-pick cannot currently land.
|
||||
A reason why a branch cannot currently be merged.
|
||||
|
||||
## Properties
|
||||
|
||||
+6
-6
@@ -2,11 +2,11 @@
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / CherryPickResult
|
||||
[@lancedb/lancedb](../globals.md) / MergeBranchResult
|
||||
|
||||
# Interface: CherryPickResult
|
||||
# Interface: MergeBranchResult
|
||||
|
||||
Result of previewing or attempting a cherry-pick.
|
||||
Result of previewing or attempting a branch merge.
|
||||
|
||||
## Properties
|
||||
|
||||
@@ -29,7 +29,7 @@ optional mainVersionAfter: number;
|
||||
### preview
|
||||
|
||||
```ts
|
||||
preview: CherryPickPreview;
|
||||
preview: MergePreview;
|
||||
```
|
||||
|
||||
***
|
||||
@@ -38,9 +38,9 @@ preview: CherryPickPreview;
|
||||
|
||||
```ts
|
||||
status:
|
||||
| "failed"
|
||||
| "unknown"
|
||||
| "rejected"
|
||||
| "ready"
|
||||
| "notImplemented"
|
||||
| "cherryPicked";
|
||||
| "merged";
|
||||
```
|
||||
@@ -0,0 +1,17 @@
|
||||
[**@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[];
|
||||
```
|
||||
@@ -1,23 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / RefreshColumnResult
|
||||
|
||||
# Interface: RefreshColumnResult
|
||||
|
||||
## Properties
|
||||
|
||||
### rowsFilled
|
||||
|
||||
```ts
|
||||
rowsFilled: number;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### version
|
||||
|
||||
```ts
|
||||
version: number;
|
||||
```
|
||||
@@ -1,41 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / RefreshMaterializedViewResult
|
||||
|
||||
# Interface: RefreshMaterializedViewResult
|
||||
|
||||
## Properties
|
||||
|
||||
### mode
|
||||
|
||||
```ts
|
||||
mode: string;
|
||||
```
|
||||
|
||||
How the view was brought up to date: "rebuild", "incremental" or "no_op".
|
||||
|
||||
***
|
||||
|
||||
### rowsWritten
|
||||
|
||||
```ts
|
||||
rowsWritten: number;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### sourceVersion
|
||||
|
||||
```ts
|
||||
sourceVersion: number;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### version
|
||||
|
||||
```ts
|
||||
version: number;
|
||||
```
|
||||
@@ -4,16 +4,11 @@
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / TableNamesOptions
|
||||
|
||||
# Interface: ~~TableNamesOptions~~
|
||||
|
||||
## Deprecated
|
||||
|
||||
Use [ListTablesOptions](ListTablesOptions.md) with [Connection.listTables](../classes/Connection.md#listtables)
|
||||
instead.
|
||||
# Interface: TableNamesOptions
|
||||
|
||||
## Properties
|
||||
|
||||
### ~~limit?~~
|
||||
### limit?
|
||||
|
||||
```ts
|
||||
optional limit: number;
|
||||
@@ -23,7 +18,7 @@ An optional limit to the number of results to return.
|
||||
|
||||
***
|
||||
|
||||
### ~~startAfter?~~
|
||||
### startAfter?
|
||||
|
||||
```ts
|
||||
optional startAfter: string;
|
||||
|
||||
@@ -44,7 +44,4 @@ The number of rows in the table
|
||||
totalBytes: number;
|
||||
```
|
||||
|
||||
The total size, in bytes, of the table's data files, index files, and
|
||||
overlay files
|
||||
|
||||
Read from the manifest, so this excludes deletion files and manifests.
|
||||
The total number of bytes in the table
|
||||
|
||||
@@ -30,21 +30,6 @@ 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
|
||||
|
||||
@@ -25,12 +25,9 @@
|
||||
### Type Aliases
|
||||
|
||||
- [CreateReturnType](type-aliases/CreateReturnType.md)
|
||||
- [EmbeddingMetadataEntry](type-aliases/EmbeddingMetadataEntry.md)
|
||||
- [ResolvedEmbeddingFunctionConfig](type-aliases/ResolvedEmbeddingFunctionConfig.md)
|
||||
|
||||
### Functions
|
||||
|
||||
- [LanceSchema](functions/LanceSchema.md)
|
||||
- [getRegistry](functions/getRegistry.md)
|
||||
- [parseEmbeddingMetadata](functions/parseEmbeddingMetadata.md)
|
||||
- [register](functions/register.md)
|
||||
|
||||
@@ -10,12 +10,16 @@
|
||||
function getRegistry(): EmbeddingFunctionRegistry
|
||||
```
|
||||
|
||||
Get the global embedding function registry.
|
||||
|
||||
LanceDB built-in providers are initialized when this public API is first
|
||||
used, so importing the root package does not change automatic search
|
||||
selection for tables without embedding metadata.
|
||||
Utility function to get the global instance of the registry
|
||||
|
||||
## Returns
|
||||
|
||||
[`EmbeddingFunctionRegistry`](../classes/EmbeddingFunctionRegistry.md)
|
||||
|
||||
`EmbeddingFunctionRegistry` The global instance of the registry
|
||||
|
||||
## Example
|
||||
|
||||
```ts
|
||||
const registry = getRegistry();
|
||||
const openai = registry.get("openai").create();
|
||||
|
||||
@@ -1,22 +0,0 @@
|
||||
[**@lancedb/lancedb**](../../../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../../../globals.md) / [embedding](../README.md) / parseEmbeddingMetadata
|
||||
|
||||
# Function: parseEmbeddingMetadata()
|
||||
|
||||
```ts
|
||||
function parseEmbeddingMetadata(json): EmbeddingMetadataEntry[]
|
||||
```
|
||||
|
||||
The single parser for `embedding_functions` schema metadata: every reader
|
||||
goes through here, so the wire contract cannot fork between them.
|
||||
|
||||
## Parameters
|
||||
|
||||
* **json**: `string`
|
||||
|
||||
## Returns
|
||||
|
||||
[`EmbeddingMetadataEntry`](../type-aliases/EmbeddingMetadataEntry.md)[]
|
||||
@@ -1,40 +0,0 @@
|
||||
[**@lancedb/lancedb**](../../../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../../../globals.md) / [embedding](../README.md) / EmbeddingMetadataEntry
|
||||
|
||||
# Type Alias: EmbeddingMetadataEntry
|
||||
|
||||
```ts
|
||||
type EmbeddingMetadataEntry: object;
|
||||
```
|
||||
|
||||
One entry of the `embedding_functions` schema metadata, with the column
|
||||
keys normalized across the bindings' spellings.
|
||||
|
||||
## Type declaration
|
||||
|
||||
### model
|
||||
|
||||
```ts
|
||||
model: EmbeddingFunction["TOptions"];
|
||||
```
|
||||
|
||||
### name
|
||||
|
||||
```ts
|
||||
name: string;
|
||||
```
|
||||
|
||||
### sourceColumn
|
||||
|
||||
```ts
|
||||
sourceColumn: string;
|
||||
```
|
||||
|
||||
### vectorColumn
|
||||
|
||||
```ts
|
||||
vectorColumn: string;
|
||||
```
|
||||
@@ -1,22 +0,0 @@
|
||||
[**@lancedb/lancedb**](../../../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../../../globals.md) / [embedding](../README.md) / ResolvedEmbeddingFunctionConfig
|
||||
|
||||
# Type Alias: ResolvedEmbeddingFunctionConfig
|
||||
|
||||
```ts
|
||||
type ResolvedEmbeddingFunctionConfig: EmbeddingFunctionConfig & object;
|
||||
```
|
||||
|
||||
An [EmbeddingFunctionConfig] read back from table metadata, where the
|
||||
vector column is always recorded.
|
||||
|
||||
## Type declaration
|
||||
|
||||
### vectorColumn
|
||||
|
||||
```ts
|
||||
vectorColumn: string;
|
||||
```
|
||||
@@ -1,14 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / MaterializedViewSelect
|
||||
|
||||
# Type Alias: MaterializedViewSelect
|
||||
|
||||
```ts
|
||||
type MaterializedViewSelect: (string | [string, string])[] | Record<string, string>;
|
||||
```
|
||||
|
||||
The view's columns: column names, `[alias, SQL expression]` pairs, or a
|
||||
record of the same. A bare name projects itself.
|
||||
+52
-206
@@ -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://lance-format.github.io/lance-namespace/) service instead of
|
||||
listing a storage directory.
|
||||
|
||||
::: lancedb.connect_namespace
|
||||
|
||||
::: lancedb.namespace.LanceNamespaceDBConnection
|
||||
|
||||
## Tables (Synchronous)
|
||||
|
||||
::: lancedb.table.Table
|
||||
@@ -46,68 +34,8 @@ listing a storage directory.
|
||||
|
||||
::: lancedb.table.FragmentSummaryStats
|
||||
|
||||
::: lancedb.table.TableStatistics
|
||||
|
||||
::: lancedb.table.Tags
|
||||
|
||||
::: lancedb.table.Branches
|
||||
|
||||
::: lancedb.LsmWriteSpec
|
||||
|
||||
## Functions and Jobs
|
||||
|
||||
::: lancedb.functions.FunctionArtifact
|
||||
|
||||
::: lancedb.functions.FunctionParameter
|
||||
|
||||
::: lancedb.functions.FunctionResultField
|
||||
|
||||
::: lancedb.functions.FunctionOutput
|
||||
|
||||
::: lancedb.functions.FunctionSignature
|
||||
|
||||
::: lancedb.functions.PythonEnvironmentSpec
|
||||
|
||||
::: lancedb.functions.udf
|
||||
|
||||
::: lancedb.functions.UdfDefinition
|
||||
|
||||
::: lancedb.functions.FunctionRegistrationRequest
|
||||
|
||||
::: lancedb.functions.FunctionArtifactRequest
|
||||
|
||||
::: lancedb.functions.FunctionArtifactContent
|
||||
|
||||
::: lancedb.functions.PythonAdapterSpec
|
||||
|
||||
::: lancedb.functions.FunctionVersion
|
||||
|
||||
::: lancedb.functions.PythonRuntimeSpec
|
||||
|
||||
::: lancedb.functions.FunctionVersionRef
|
||||
|
||||
::: lancedb.functions.ApplicationInput
|
||||
|
||||
::: lancedb.functions.FunctionApplication
|
||||
|
||||
::: lancedb.functions.InputBinding
|
||||
|
||||
::: lancedb.functions.OutputMapping
|
||||
|
||||
::: lancedb.functions.FunctionBinding
|
||||
|
||||
::: lancedb.functions.RefreshColumnResult
|
||||
|
||||
::: lancedb.job.Job
|
||||
|
||||
::: lancedb.job.AsyncJob
|
||||
|
||||
## Materialized Views (Synchronous)
|
||||
|
||||
::: lancedb.materialized_view.MaterializedView
|
||||
|
||||
::: lancedb.materialized_view.MaterializedViewDefinition
|
||||
|
||||
## Expressions
|
||||
|
||||
Type-safe expression builder for filters and projections. Use these instead
|
||||
@@ -134,48 +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.DocumentGranularity
|
||||
|
||||
::: 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
|
||||
|
||||
@@ -185,51 +94,11 @@ and combined with [BooleanQuery][lancedb.query.BooleanQuery].
|
||||
|
||||
## Full text search
|
||||
|
||||
Pass `custom_stop_words` to [lancedb.index.FTS][]:
|
||||
Use [lancedb.table.Table.create_fts_index][] for the synchronous API or
|
||||
[lancedb.table.AsyncTable.create_index][] with [lancedb.index.FTS][] for the
|
||||
asynchronous API.
|
||||
|
||||
```python
|
||||
from lancedb.index import FTS
|
||||
|
||||
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.index.FTS
|
||||
|
||||
## Utilities
|
||||
|
||||
@@ -237,14 +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
|
||||
@@ -253,32 +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.streaming.StreamingDataLoader
|
||||
|
||||
::: 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)
|
||||
|
||||
@@ -289,12 +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.
|
||||
@@ -303,24 +145,32 @@ Table hold your actual data as a collection of records / rows.
|
||||
|
||||
::: lancedb.table.AsyncTags
|
||||
|
||||
::: lancedb.table.AsyncBranches
|
||||
|
||||
## Materialized Views (Asynchronous)
|
||||
|
||||
::: lancedb.materialized_view.AsyncMaterializedView
|
||||
|
||||
## 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.index.IvfSq
|
||||
|
||||
::: lancedb.index.IvfRq
|
||||
|
||||
::: lancedb.index.HnswFlat
|
||||
|
||||
::: lancedb.table.IndexStatistics
|
||||
|
||||
@@ -348,7 +198,3 @@ 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
|
||||
|
||||
@@ -29,48 +29,6 @@ LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
|
||||
.build();
|
||||
```
|
||||
|
||||
## MemWAL LSM write path
|
||||
|
||||
Most table operations reach LanceDB through the `LanceNamespace` above, which is
|
||||
generated from the Lance Namespace specification. The MemWAL LSM routes are not part
|
||||
of that specification, so they are issued through a separate client:
|
||||
|
||||
```java
|
||||
import com.lancedb.LanceDbRestClient;
|
||||
import com.lancedb.LanceDbTableLsm;
|
||||
import com.lancedb.LsmWriteSpec;
|
||||
|
||||
LanceDbRestClient client = LanceDbNamespaceClientBuilder.newBuilder()
|
||||
.apiKey("your_lancedb_cloud_api_key")
|
||||
.database("your_database_name")
|
||||
.buildRestClient();
|
||||
|
||||
LanceDbTableLsm lsm = new LanceDbTableLsm(client, "my_table");
|
||||
|
||||
// Route future merge_insert upserts through the MemWAL, hash-bucketed by `id`.
|
||||
lsm.setLsmWriteSpec(LsmWriteSpec.bucket("id", 16));
|
||||
|
||||
// ... merge_insert traffic ...
|
||||
|
||||
// Converge the fresh tier into the base table.
|
||||
lsm.checkpointLsm();
|
||||
|
||||
// Inspect live per-bucket state.
|
||||
lsm.getLsmStats().ifPresent(stats -> stats.buckets().forEach(bucket ->
|
||||
System.out.println(bucket.shardId() + ": " + bucket.generations().size() + " L0 generations")));
|
||||
|
||||
client.close();
|
||||
```
|
||||
|
||||
`maintainedIndexes` is tri-state, and the null default is the opposite of what a Java
|
||||
reader usually expects:
|
||||
|
||||
| Value | Meaning |
|
||||
| --- | --- |
|
||||
| unset (null) | Maintain **every** index the MemWAL can, resolved on install |
|
||||
| `Collections.emptyList()` | Maintain **none** |
|
||||
| `Arrays.asList("id_idx")` | Maintain exactly those |
|
||||
|
||||
## Development
|
||||
|
||||
Build:
|
||||
|
||||
@@ -8,7 +8,7 @@
|
||||
<parent>
|
||||
<groupId>com.lancedb</groupId>
|
||||
<artifactId>lancedb-parent</artifactId>
|
||||
<version>0.38.0-beta.10</version>
|
||||
<version>0.32.0-beta.3</version>
|
||||
<relativePath>../pom.xml</relativePath>
|
||||
</parent>
|
||||
|
||||
@@ -33,20 +33,6 @@
|
||||
<artifactId>arrow-memory-netty</artifactId>
|
||||
</dependency>
|
||||
|
||||
<!-- Transport for the LanceDB routes outside the Lance Namespace spec.
|
||||
Versions match what lance-namespace-apache-client resolves to. -->
|
||||
<dependency>
|
||||
<groupId>org.apache.httpcomponents.client5</groupId>
|
||||
<artifactId>httpclient5</artifactId>
|
||||
<version>5.2.1</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>com.fasterxml.jackson.core</groupId>
|
||||
<artifactId>jackson-databind</artifactId>
|
||||
<version>2.17.1</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.junit.jupiter</groupId>
|
||||
<artifactId>junit-jupiter</artifactId>
|
||||
|
||||
@@ -1,194 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import java.util.List;
|
||||
import java.util.Optional;
|
||||
import java.util.OptionalLong;
|
||||
|
||||
/**
|
||||
* Live state of one bucket. A table is N buckets on one node; flattening to a single number hides
|
||||
* the one hot bucket that is usually why someone opened this endpoint.
|
||||
*/
|
||||
public class BucketStats {
|
||||
private static final String CONTEXT = "bucket stats";
|
||||
|
||||
private final String shardId;
|
||||
private final String status;
|
||||
private final long writerEpoch;
|
||||
private final long manifestVersion;
|
||||
private final long currentGeneration;
|
||||
private final long replayAfterWalEntryPosition;
|
||||
private final long walEntryPositionLastSeen;
|
||||
private final List<GenerationStats> generations;
|
||||
private final boolean compacting;
|
||||
private final List<MemtableStats> memtables;
|
||||
|
||||
BucketStats(
|
||||
String shardId,
|
||||
String status,
|
||||
long writerEpoch,
|
||||
long manifestVersion,
|
||||
long currentGeneration,
|
||||
long replayAfterWalEntryPosition,
|
||||
long walEntryPositionLastSeen,
|
||||
List<GenerationStats> generations,
|
||||
boolean compacting,
|
||||
List<MemtableStats> memtables) {
|
||||
this.shardId = shardId;
|
||||
this.status = status;
|
||||
this.writerEpoch = writerEpoch;
|
||||
this.manifestVersion = manifestVersion;
|
||||
this.currentGeneration = currentGeneration;
|
||||
this.replayAfterWalEntryPosition = replayAfterWalEntryPosition;
|
||||
this.walEntryPositionLastSeen = walEntryPositionLastSeen;
|
||||
this.generations = Collections.unmodifiableList(generations);
|
||||
this.compacting = compacting;
|
||||
this.memtables = memtables == null ? null : Collections.unmodifiableList(memtables);
|
||||
}
|
||||
|
||||
/** The shard this bucket writes. */
|
||||
public String shardId() {
|
||||
return shardId;
|
||||
}
|
||||
|
||||
/** {@code "Active"} or {@code "Sealed"} (drop-table 2PC in flight). */
|
||||
public String status() {
|
||||
return status;
|
||||
}
|
||||
|
||||
/** Epoch of the writer that currently owns the shard. */
|
||||
public long writerEpoch() {
|
||||
return writerEpoch;
|
||||
}
|
||||
|
||||
/** Version of the shard manifest these numbers were read from. */
|
||||
public long manifestVersion() {
|
||||
return manifestVersion;
|
||||
}
|
||||
|
||||
/** The generation the active memtable will become. */
|
||||
public long currentGeneration() {
|
||||
return currentGeneration;
|
||||
}
|
||||
|
||||
/** WAL position replay resumes from. */
|
||||
public long replayAfterWalEntryPosition() {
|
||||
return replayAfterWalEntryPosition;
|
||||
}
|
||||
|
||||
/**
|
||||
* Highest WAL position the writer has seen. The difference against {@link
|
||||
* #replayAfterWalEntryPosition()} is the WAL lag.
|
||||
*/
|
||||
public long walEntryPositionLastSeen() {
|
||||
return walEntryPositionLastSeen;
|
||||
}
|
||||
|
||||
/** Flushed L0 generations not yet merged into the base table. */
|
||||
public List<GenerationStats> generations() {
|
||||
return generations;
|
||||
}
|
||||
|
||||
/**
|
||||
* Whether a pass owns this bucket's compaction latch right now. Says <em>a</em> driver is
|
||||
* running, not <em>whose</em>, and the latch is held from dispatch — including while the pass
|
||||
* queues for a pod-wide compactor permit. Read it as "do not pile on", never as "mine is
|
||||
* progressing".
|
||||
*/
|
||||
public boolean compacting() {
|
||||
return compacting;
|
||||
}
|
||||
|
||||
/** Oldest first, active last. Empty for a {@code "Sealed"} bucket, whose state is torn down. */
|
||||
public Optional<List<MemtableStats>> memtables() {
|
||||
return Optional.ofNullable(memtables);
|
||||
}
|
||||
|
||||
/** The newest flushed generation, or empty when L0 is empty. */
|
||||
OptionalLong newestGeneration() {
|
||||
OptionalLong newest = OptionalLong.empty();
|
||||
for (GenerationStats generation : generations) {
|
||||
if (!newest.isPresent() || generation.generation() > newest.getAsLong()) {
|
||||
newest = OptionalLong.of(generation.generation());
|
||||
}
|
||||
}
|
||||
return newest;
|
||||
}
|
||||
|
||||
/**
|
||||
* How many generations at or below {@code target} are still in L0.
|
||||
*
|
||||
* <p>A count, not a boolean: one pass drains a bounded prefix rather than the whole target set,
|
||||
* so a boolean would read as "no progress" for every pass but the last. Compaction drains
|
||||
* oldest-first, so this decreases monotonically.
|
||||
*/
|
||||
long outstandingGenerations(long target) {
|
||||
long count = 0;
|
||||
for (GenerationStats generation : generations) {
|
||||
if (generation.generation() <= target) {
|
||||
count++;
|
||||
}
|
||||
}
|
||||
return count;
|
||||
}
|
||||
|
||||
static BucketStats fromJson(JsonNode node) {
|
||||
JsonFields.requiredObject(node, CONTEXT);
|
||||
List<GenerationStats> generations = new ArrayList<GenerationStats>();
|
||||
for (JsonNode generation : JsonFields.requiredArray(node, "generations", CONTEXT)) {
|
||||
generations.add(GenerationStats.fromJson(generation));
|
||||
}
|
||||
|
||||
JsonNode memtablesNode = JsonFields.optionalArray(node, "memtables", CONTEXT);
|
||||
List<MemtableStats> memtables = null;
|
||||
if (memtablesNode != null) {
|
||||
memtables = new ArrayList<MemtableStats>();
|
||||
for (JsonNode memtable : memtablesNode) {
|
||||
memtables.add(MemtableStats.fromJson(memtable));
|
||||
}
|
||||
}
|
||||
|
||||
return new BucketStats(
|
||||
JsonFields.requiredText(node, "shard_id", CONTEXT),
|
||||
JsonFields.requiredText(node, "status", CONTEXT),
|
||||
JsonFields.requiredLong(node, "writer_epoch", CONTEXT),
|
||||
JsonFields.requiredLong(node, "manifest_version", CONTEXT),
|
||||
JsonFields.requiredLong(node, "current_generation", CONTEXT),
|
||||
JsonFields.requiredLong(node, "replay_after_wal_entry_position", CONTEXT),
|
||||
JsonFields.requiredLong(node, "wal_entry_position_last_seen", CONTEXT),
|
||||
generations,
|
||||
JsonFields.requiredBoolean(node, "compacting", CONTEXT),
|
||||
memtables);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "BucketStats{shardId="
|
||||
+ shardId
|
||||
+ ", status="
|
||||
+ status
|
||||
+ ", currentGeneration="
|
||||
+ currentGeneration
|
||||
+ ", generations="
|
||||
+ generations
|
||||
+ ", compacting="
|
||||
+ compacting
|
||||
+ "}";
|
||||
}
|
||||
}
|
||||
@@ -1,64 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
|
||||
import java.util.OptionalLong;
|
||||
|
||||
/** One flushed L0 generation. */
|
||||
public class GenerationStats {
|
||||
private static final String CONTEXT = "generation stats";
|
||||
|
||||
private final long generation;
|
||||
private final long bytes;
|
||||
private final Long rows;
|
||||
|
||||
GenerationStats(long generation, long bytes, Long rows) {
|
||||
this.generation = generation;
|
||||
this.bytes = bytes;
|
||||
this.rows = rows;
|
||||
}
|
||||
|
||||
/** The generation number. Increases as memtables are sealed into L0. */
|
||||
public long generation() {
|
||||
return generation;
|
||||
}
|
||||
|
||||
/** On-disk size of the generation. */
|
||||
public long bytes() {
|
||||
return bytes;
|
||||
}
|
||||
|
||||
/**
|
||||
* Rows in this generation, present only when {@code includeGenerationRows} was requested. Off by
|
||||
* default because each count opens an uncached Lance dataset.
|
||||
*/
|
||||
public OptionalLong rows() {
|
||||
return rows == null ? OptionalLong.empty() : OptionalLong.of(rows);
|
||||
}
|
||||
|
||||
static GenerationStats fromJson(JsonNode node) {
|
||||
JsonFields.requiredObject(node, CONTEXT);
|
||||
return new GenerationStats(
|
||||
JsonFields.requiredLong(node, "generation", CONTEXT),
|
||||
JsonFields.requiredLong(node, "bytes", CONTEXT),
|
||||
JsonFields.optionalLong(node, "rows", CONTEXT));
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "GenerationStats{generation=" + generation + ", bytes=" + bytes + ", rows=" + rows + "}";
|
||||
}
|
||||
}
|
||||
@@ -1,109 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
|
||||
/**
|
||||
* Strict readers for decoding LanceDB JSON responses.
|
||||
*
|
||||
* <p>Every reader fails closed: a missing, null, or wrong-typed field throws rather than
|
||||
* defaulting. That mirrors the serde decoding the Rust client applies to the same payloads in
|
||||
* {@code rust/lancedb/src/table/lsm_stats.rs}, where a required field has no default and a
|
||||
* malformed response is an error rather than a zero.
|
||||
*
|
||||
* <p>The alternative — Jackson's {@code path()}, which yields a missing node that reads as an empty
|
||||
* array or a zero — is unsafe here because {@link LanceDbTableLsm#checkpointLsm()} decides
|
||||
* convergence from these numbers. A defaulted {@code generations} array is indistinguishable from a
|
||||
* drained one, so a malformed response would report a checkpoint that never happened.
|
||||
*/
|
||||
final class JsonFields {
|
||||
private JsonFields() {}
|
||||
|
||||
/** The node itself, once confirmed to be a JSON object. */
|
||||
static JsonNode requiredObject(JsonNode node, String context) {
|
||||
if (node == null || !node.isObject()) {
|
||||
throw new IllegalStateException(context + " is not a JSON object: " + node);
|
||||
}
|
||||
return node;
|
||||
}
|
||||
|
||||
static String requiredText(JsonNode owner, String field, String context) {
|
||||
JsonNode value = required(owner, field, context);
|
||||
if (!value.isTextual()) {
|
||||
throw new IllegalStateException(fieldIs(context, field, "a string", value));
|
||||
}
|
||||
return value.asText();
|
||||
}
|
||||
|
||||
static long requiredLong(JsonNode owner, String field, String context) {
|
||||
JsonNode value = required(owner, field, context);
|
||||
if (!value.isIntegralNumber()) {
|
||||
throw new IllegalStateException(fieldIs(context, field, "an integer", value));
|
||||
}
|
||||
return value.asLong();
|
||||
}
|
||||
|
||||
static boolean requiredBoolean(JsonNode owner, String field, String context) {
|
||||
JsonNode value = required(owner, field, context);
|
||||
if (!value.isBoolean()) {
|
||||
throw new IllegalStateException(fieldIs(context, field, "a boolean", value));
|
||||
}
|
||||
return value.asBoolean();
|
||||
}
|
||||
|
||||
static JsonNode requiredArray(JsonNode owner, String field, String context) {
|
||||
JsonNode value = required(owner, field, context);
|
||||
if (!value.isArray()) {
|
||||
throw new IllegalStateException(fieldIs(context, field, "an array", value));
|
||||
}
|
||||
return value;
|
||||
}
|
||||
|
||||
/** Null when the field is absent or JSON null, mirroring a serde {@code Option}. */
|
||||
static Long optionalLong(JsonNode owner, String field, String context) {
|
||||
JsonNode value = owner.get(field);
|
||||
if (value == null || value.isNull()) {
|
||||
return null;
|
||||
}
|
||||
if (!value.isIntegralNumber()) {
|
||||
throw new IllegalStateException(fieldIs(context, field, "an integer", value));
|
||||
}
|
||||
return value.asLong();
|
||||
}
|
||||
|
||||
/** Null when the field is absent or JSON null, mirroring a serde {@code Option}. */
|
||||
static JsonNode optionalArray(JsonNode owner, String field, String context) {
|
||||
JsonNode value = owner.get(field);
|
||||
if (value == null || value.isNull()) {
|
||||
return null;
|
||||
}
|
||||
if (!value.isArray()) {
|
||||
throw new IllegalStateException(fieldIs(context, field, "an array", value));
|
||||
}
|
||||
return value;
|
||||
}
|
||||
|
||||
private static JsonNode required(JsonNode owner, String field, String context) {
|
||||
JsonNode value = owner.get(field);
|
||||
if (value == null || value.isNull()) {
|
||||
throw new IllegalStateException(context + " is missing required field '" + field + "'");
|
||||
}
|
||||
return value;
|
||||
}
|
||||
|
||||
private static String fieldIs(String context, String field, String expected, JsonNode value) {
|
||||
return context + " field '" + field + "' is not " + expected + ": " + value;
|
||||
}
|
||||
}
|
||||
@@ -136,48 +136,29 @@ public class LanceDbNamespaceClientBuilder {
|
||||
* @throws IllegalStateException if required parameters are missing
|
||||
*/
|
||||
public LanceNamespace build() {
|
||||
validate();
|
||||
|
||||
// Build configuration map
|
||||
Map<String, String> config = new HashMap<>(additionalConfig);
|
||||
config.put("header.x-lancedb-database", database);
|
||||
config.put("header.x-api-key", apiKey);
|
||||
config.put("uri", resolveUri());
|
||||
|
||||
return LanceNamespace.connect("rest", config, null);
|
||||
}
|
||||
|
||||
/**
|
||||
* Build a {@link LanceDbRestClient} for the same endpoint.
|
||||
*
|
||||
* <p>Needed only for LanceDB routes that the Lance Namespace specification does not cover — the
|
||||
* MemWAL LSM write path, reached through {@link LanceDbTableLsm}. Every other table operation
|
||||
* belongs on the {@link LanceNamespace} from {@link #build()}.
|
||||
*
|
||||
* <p>The returned client owns an HTTP connection pool; close it when you are done with it.
|
||||
*
|
||||
* @return A configured LanceDbRestClient
|
||||
* @throws IllegalStateException if required parameters are missing
|
||||
*/
|
||||
public LanceDbRestClient buildRestClient() {
|
||||
validate();
|
||||
return new LanceDbRestClient(resolveUri(), apiKey, database);
|
||||
}
|
||||
|
||||
private void validate() {
|
||||
// Validate required fields
|
||||
if (apiKey == null) {
|
||||
throw new IllegalStateException("API key is required");
|
||||
}
|
||||
if (database == null) {
|
||||
throw new IllegalStateException("Database is required");
|
||||
}
|
||||
}
|
||||
|
||||
/** The custom endpoint when set, else the LanceDB Cloud URL for this database and region. */
|
||||
private String resolveUri() {
|
||||
// Build configuration map
|
||||
Map<String, String> config = new HashMap<>(additionalConfig);
|
||||
config.put("header.x-lancedb-database", database);
|
||||
config.put("header.x-api-key", apiKey);
|
||||
|
||||
// Determine base URL
|
||||
String uri;
|
||||
if (endpoint.isPresent()) {
|
||||
return endpoint.get();
|
||||
uri = endpoint.get();
|
||||
} else {
|
||||
String effectiveRegion = region.orElse(DEFAULT_REGION);
|
||||
uri = String.format(CLOUD_URL_PATTERN, database, effectiveRegion);
|
||||
}
|
||||
return String.format(CLOUD_URL_PATTERN, database, region.orElse(DEFAULT_REGION));
|
||||
config.put("uri", uri);
|
||||
|
||||
return LanceNamespace.connect("rest", config, null);
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,119 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import org.apache.hc.client5.http.classic.methods.HttpPost;
|
||||
import org.apache.hc.client5.http.impl.classic.CloseableHttpClient;
|
||||
import org.apache.hc.client5.http.impl.classic.HttpClients;
|
||||
import org.apache.hc.core5.http.ContentType;
|
||||
import org.apache.hc.core5.http.io.entity.EntityUtils;
|
||||
import org.apache.hc.core5.http.io.entity.StringEntity;
|
||||
|
||||
import java.io.Closeable;
|
||||
import java.io.IOException;
|
||||
import java.io.UncheckedIOException;
|
||||
|
||||
/**
|
||||
* Minimal HTTP client for LanceDB Cloud and Enterprise routes that the Lance Namespace
|
||||
* specification does not cover.
|
||||
*
|
||||
* <p>Most table operations reach LanceDB through {@link org.lance.namespace.LanceNamespace}, which
|
||||
* is generated from the namespace spec. A handful of routes — the MemWAL LSM write path in
|
||||
* particular — are served by the same endpoint but are not part of that spec, so they are issued
|
||||
* directly here. See {@link LanceDbTableLsm}.
|
||||
*
|
||||
* <p>Obtain one from {@link LanceDbNamespaceClientBuilder#buildRestClient()}.
|
||||
*/
|
||||
public class LanceDbRestClient implements Closeable {
|
||||
private static final ObjectMapper MAPPER = new ObjectMapper();
|
||||
|
||||
private final String baseUri;
|
||||
private final String apiKey;
|
||||
private final String database;
|
||||
private final CloseableHttpClient http;
|
||||
|
||||
LanceDbRestClient(String baseUri, String apiKey, String database) {
|
||||
this.baseUri = baseUri.endsWith("/") ? baseUri.substring(0, baseUri.length() - 1) : baseUri;
|
||||
this.apiKey = apiKey;
|
||||
this.database = database;
|
||||
// Automatic retries off, deliberately. The default strategy retries 429 and 503 —
|
||||
// exactly the two statuses LanceDbTableLsm.checkpointLsm() acts on — which would
|
||||
// silently double its explicit retry budget and would also retry compact_lsm in
|
||||
// place, where the loop is designed to fall through to a fresh stats poll instead.
|
||||
// The checkpoint loop owns the 421/429/503 transitions; the transport must not.
|
||||
this.http = HttpClients.custom().disableAutomaticRetries().build();
|
||||
}
|
||||
|
||||
/**
|
||||
* POST {@code path}, sending {@code body} as JSON when it is non-null.
|
||||
*
|
||||
* @param path Absolute request path, beginning with {@code /}.
|
||||
* @param body Object to serialize as the request body, or null to send no body.
|
||||
* @return The parsed response body, or null when the response carried no content.
|
||||
* @throws HttpException if the server returned a non-2xx status.
|
||||
*/
|
||||
public JsonNode post(String path, Object body) {
|
||||
HttpPost request = new HttpPost(baseUri + path);
|
||||
request.setHeader("x-api-key", apiKey);
|
||||
request.setHeader("x-lancedb-database", database);
|
||||
try {
|
||||
if (body != null) {
|
||||
request.setEntity(
|
||||
new StringEntity(MAPPER.writeValueAsString(body), ContentType.APPLICATION_JSON));
|
||||
}
|
||||
return http.execute(
|
||||
request,
|
||||
response -> {
|
||||
String text =
|
||||
response.getEntity() == null ? "" : EntityUtils.toString(response.getEntity());
|
||||
int status = response.getCode();
|
||||
if (status < 200 || status >= 300) {
|
||||
throw new HttpException(status, "LanceDB request to " + path + " failed: " + text);
|
||||
}
|
||||
return text.isEmpty() ? null : MAPPER.readTree(text);
|
||||
});
|
||||
} catch (IOException e) {
|
||||
throw new UncheckedIOException("LanceDB request to " + path + " failed", e);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void close() throws IOException {
|
||||
http.close();
|
||||
}
|
||||
|
||||
/**
|
||||
* A non-2xx response.
|
||||
*
|
||||
* <p>The status is exposed because callers act on it: {@link LanceDbTableLsm#checkpointLsm()}
|
||||
* treats 429 and 503 as retryable and 421 as a lost node claim.
|
||||
*/
|
||||
public static class HttpException extends RuntimeException {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
private final int statusCode;
|
||||
|
||||
public HttpException(int statusCode, String message) {
|
||||
super(message);
|
||||
this.statusCode = statusCode;
|
||||
}
|
||||
|
||||
/** The HTTP status the failed response carried. */
|
||||
public int statusCode() {
|
||||
return statusCode;
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -1,394 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
|
||||
import java.util.HashMap;
|
||||
import java.util.LinkedHashMap;
|
||||
import java.util.Map;
|
||||
import java.util.Optional;
|
||||
import java.util.OptionalLong;
|
||||
|
||||
/**
|
||||
* The MemWAL LSM write path for one LanceDB Cloud or Enterprise table.
|
||||
*
|
||||
* <p>Installing an {@link LsmWriteSpec} routes {@code mergeInsert} upserts through Lance's MemWAL —
|
||||
* an LSM-style append — instead of the standard merge path. Rows land in an in-memory memtable,
|
||||
* seal into L0 generations, and are merged into the base table by compaction.
|
||||
*
|
||||
* <p>These routes are not part of the Lance Namespace specification, so they are issued directly
|
||||
* rather than through {@link org.lance.namespace.LanceNamespace}.
|
||||
*
|
||||
* <pre>{@code
|
||||
* LanceDbRestClient client = LanceDbNamespaceClientBuilder.newBuilder()
|
||||
* .apiKey("your_lancedb_cloud_api_key")
|
||||
* .database("your_database_name")
|
||||
* .buildRestClient();
|
||||
*
|
||||
* LanceDbTableLsm lsm = new LanceDbTableLsm(client, "my_table");
|
||||
* lsm.setLsmWriteSpec(LsmWriteSpec.bucket("id", 16));
|
||||
* // ... merge_insert traffic ...
|
||||
* lsm.checkpointLsm();
|
||||
* }</pre>
|
||||
*/
|
||||
public class LanceDbTableLsm {
|
||||
|
||||
/**
|
||||
* Interval between {@code get_lsm_stats} polls during a checkpoint. One interval is roughly one
|
||||
* compaction pass, the granularity at which the answer can change.
|
||||
*/
|
||||
private static final long POLL_INTERVAL_MS = 5_000L;
|
||||
|
||||
/**
|
||||
* Cap on re-issues from {@code flushLsm} after a 421, so a crash-looping node cannot turn flush →
|
||||
* compact → 421 → flush into a spin.
|
||||
*
|
||||
* <p>Deliberately not shared with {@link #MAX_RETRIES}: a claim that keeps evaporating is a
|
||||
* broken node, while contention is routine and wants a real budget.
|
||||
*/
|
||||
private static final int MAX_REISSUES = 3;
|
||||
|
||||
/**
|
||||
* Retryable faults tolerated on a <em>single</em> request, reset on every success — scattered
|
||||
* contention across a long checkpoint must not accumulate toward a cap.
|
||||
*/
|
||||
private static final int MAX_RETRIES = 8;
|
||||
|
||||
private static final long RETRY_BACKOFF_BASE_MS = 100L;
|
||||
private static final long RETRY_BACKOFF_MAX_MS = 5_000L;
|
||||
|
||||
private final LanceDbRestClient client;
|
||||
private final String tableIdentifier;
|
||||
|
||||
/**
|
||||
* Bind the LSM routes for one table.
|
||||
*
|
||||
* @param client Transport for the LanceDB endpoint.
|
||||
* @param tableIdentifier The table's full identifier, {@code $}-delimited when it sits inside a
|
||||
* namespace, such as {@code analytics$events}.
|
||||
*/
|
||||
public LanceDbTableLsm(LanceDbRestClient client, String tableIdentifier) {
|
||||
if (client == null) {
|
||||
throw new IllegalArgumentException("Client cannot be null");
|
||||
}
|
||||
if (tableIdentifier == null || tableIdentifier.trim().isEmpty()) {
|
||||
throw new IllegalArgumentException("Table identifier cannot be null or empty");
|
||||
}
|
||||
this.client = client;
|
||||
this.tableIdentifier = tableIdentifier;
|
||||
}
|
||||
|
||||
/**
|
||||
* Install an {@link LsmWriteSpec} on this table, selecting the MemWAL LSM write path for future
|
||||
* {@code mergeInsert} calls.
|
||||
*
|
||||
* <p>All variants require the table to have an unenforced primary key; bucket sharding
|
||||
* additionally requires it to be the single column being bucketed.
|
||||
*/
|
||||
public void setLsmWriteSpec(LsmWriteSpec spec) {
|
||||
if (spec == null) {
|
||||
throw new IllegalArgumentException("Spec cannot be null");
|
||||
}
|
||||
client.post(route("set_lsm_write_spec"), spec.toRequestBody());
|
||||
}
|
||||
|
||||
/**
|
||||
* Remove the {@link LsmWriteSpec} from this table, reverting to the standard {@code mergeInsert}
|
||||
* write path.
|
||||
*
|
||||
* <p>Errors if no spec is currently set.
|
||||
*/
|
||||
public void unsetLsmWriteSpec() {
|
||||
client.post(route("unset_lsm_write_spec"), null);
|
||||
}
|
||||
|
||||
/**
|
||||
* Read the {@link LsmWriteSpec} currently installed on this table.
|
||||
*
|
||||
* <p>Empty when the LSM write path is not enabled. The returned spec mirrors what was installed,
|
||||
* except that {@link LsmWriteSpec#maintainedIndexes()} always reports the concrete list resolved
|
||||
* when the spec was set — a null selection never round-trips.
|
||||
*/
|
||||
public Optional<LsmWriteSpec> getLsmWriteSpec() {
|
||||
JsonNode response = client.post(route("get_lsm_write_spec"), null);
|
||||
if (response == null || !response.hasNonNull("lsm_write_spec")) {
|
||||
return Optional.empty();
|
||||
}
|
||||
return Optional.of(LsmWriteSpec.fromJson(response.get("lsm_write_spec")));
|
||||
}
|
||||
|
||||
/**
|
||||
* Seal every bucket's active memtable into a new L0 generation.
|
||||
*
|
||||
* <p>Returns once the seal is committed. Sealing an empty memtable is a no-op, so this is safe to
|
||||
* call repeatedly.
|
||||
*/
|
||||
public void flushLsm() {
|
||||
client.post(route("flush_lsm"), null);
|
||||
}
|
||||
|
||||
/**
|
||||
* Trigger a background L0 → base compaction pass per bucket.
|
||||
*
|
||||
* <p>Returns once the passes are <em>dispatched</em>, not once they finish — watch {@link
|
||||
* #getLsmStats}, or use {@link #checkpointLsm} to wait for convergence.
|
||||
*/
|
||||
public void compactLsm() {
|
||||
client.post(route("compact_lsm"), null);
|
||||
}
|
||||
|
||||
/**
|
||||
* Read live per-bucket LSM state.
|
||||
*
|
||||
* <p>Answers "how far behind is my fresh tier", "which bucket is hot", and "why is my fresh-tier
|
||||
* vector search brute-force". Mutates no table state.
|
||||
*
|
||||
* <p>Empty only when the LSM write path is not enabled — that is, when the server sends an absent
|
||||
* or null {@code lsm_stats}. A stats object that is present is decoded strictly, and a malformed
|
||||
* one throws rather than decoding to something empty, because {@link #checkpointLsm} reads
|
||||
* convergence out of these numbers and cannot tell a defaulted array from a drained one.
|
||||
*
|
||||
* @param includeGenerationRows Also count rows per L0 generation. Off by default because each
|
||||
* count opens an uncached Lance dataset.
|
||||
* @throws IllegalStateException if the response is absent or does not decode.
|
||||
*/
|
||||
public Optional<LsmStats> getLsmStats(boolean includeGenerationRows) {
|
||||
Map<String, Object> body = new LinkedHashMap<String, Object>();
|
||||
body.put("include_generation_rows", includeGenerationRows);
|
||||
JsonNode response = client.post(route("get_lsm_stats"), body);
|
||||
if (response == null) {
|
||||
throw new IllegalStateException("get_lsm_stats returned an empty response body");
|
||||
}
|
||||
JsonNode stats = response.get("lsm_stats");
|
||||
if (stats == null || stats.isNull()) {
|
||||
return Optional.empty();
|
||||
}
|
||||
return Optional.of(LsmStats.fromJson(stats));
|
||||
}
|
||||
|
||||
/** Equivalent to {@code getLsmStats(false)}. */
|
||||
public Optional<LsmStats> getLsmStats() {
|
||||
return getLsmStats(false);
|
||||
}
|
||||
|
||||
/**
|
||||
* Converge this table's LSM write path into its base table.
|
||||
*
|
||||
* <p>Seals once, fixes a target watermark from the resulting L0, then triggers compaction and
|
||||
* polls until that L0 is gone. The target set is fixed at the start, so generations created
|
||||
* <em>during</em> the checkpoint are ignored — that is what lets it terminate under write load,
|
||||
* and what makes it best-effort: it converges the fresh tier as of some instant. Idempotent,
|
||||
* abandonable at any point, safe on a cadence.
|
||||
*
|
||||
* <p>The loop runs here, not on the server: {@link #compactLsm} dispatches a pass and returns, so
|
||||
* nothing holds a socket and a client can vanish mid-operation with nothing to reconcile.
|
||||
* Completion is read from generation numbers in the shard manifest — durable state, unlike a
|
||||
* count in a compact response, which a concurrent write invalidates.
|
||||
*
|
||||
* <p>No liveness bound — the caller owns the deadline. The compactor pool is shared across
|
||||
* tables, so a checkpoint queued behind unrelated work looks exactly like one that is merging.
|
||||
*/
|
||||
public void checkpointLsm() {
|
||||
for (int reissue = 0; reissue <= MAX_REISSUES; reissue++) {
|
||||
// The seal turns everything written before this call into a generation, so the
|
||||
// watermark has to be read after it. Idempotent: sealing an empty memtable is a
|
||||
// no-op, so a re-issue does not churn empty generations.
|
||||
if (issueVoid(this::flushLsm)) {
|
||||
backoff(reissue);
|
||||
continue;
|
||||
}
|
||||
|
||||
Attempt<Optional<LsmStats>> stats = issue(() -> getLsmStats(false));
|
||||
if (stats.lostClaim) {
|
||||
backoff(reissue);
|
||||
continue;
|
||||
}
|
||||
if (!stats.value.isPresent()) {
|
||||
// Not WAL-backed; flushLsm would have errored first but for a race.
|
||||
return;
|
||||
}
|
||||
|
||||
Map<String, Long> targets = newestGenerations(stats.value.get());
|
||||
if (targets.isEmpty()) {
|
||||
return;
|
||||
}
|
||||
|
||||
if (drainToTargets(targets)) {
|
||||
return;
|
||||
}
|
||||
backoff(reissue);
|
||||
}
|
||||
throw new IllegalStateException(
|
||||
"checkpointLsm: the owning node kept losing its claim; re-issued from flush the maximum "
|
||||
+ "number of times");
|
||||
}
|
||||
|
||||
/**
|
||||
* Trigger and poll until no bucket holds a generation at or below its target.
|
||||
*
|
||||
* @return true when the drain finished, false when the table needs re-claiming from flush.
|
||||
*/
|
||||
private boolean drainToTargets(Map<String, Long> targets) {
|
||||
while (true) {
|
||||
Attempt<Optional<LsmStats>> stats = issue(() -> getLsmStats(false));
|
||||
if (stats.lostClaim) {
|
||||
return false;
|
||||
}
|
||||
if (!stats.value.isPresent()) {
|
||||
return true;
|
||||
}
|
||||
|
||||
// `compacting` is the bucket's compaction latch, held from dispatch until the pass
|
||||
// ends — including while it waits on a pod-wide permit. So it answers one question
|
||||
// only: do not pile on. Buckets with nothing outstanding are skipped, not counted
|
||||
// as idle.
|
||||
long outstanding = 0;
|
||||
boolean allCompacting = true;
|
||||
for (BucketStats bucket : stats.value.get().buckets()) {
|
||||
Long target = targets.get(bucket.shardId());
|
||||
if (target == null) {
|
||||
continue;
|
||||
}
|
||||
long remaining = bucket.outstandingGenerations(target);
|
||||
if (remaining > 0) {
|
||||
outstanding += remaining;
|
||||
allCompacting &= bucket.compacting();
|
||||
}
|
||||
}
|
||||
if (outstanding == 0) {
|
||||
return true;
|
||||
}
|
||||
|
||||
if (!allCompacting) {
|
||||
try {
|
||||
compactLsm();
|
||||
} catch (LanceDbRestClient.HttpException e) {
|
||||
if (isLostClaim(e)) {
|
||||
return false;
|
||||
}
|
||||
if (!isRetryable(e)) {
|
||||
throw e;
|
||||
}
|
||||
// A 429 here means the server could latch no bucket at all, which the poll
|
||||
// above already handles. Not retried in place: the latch it would contend for
|
||||
// is the one doing the work, so fall through and re-read — POLL_INTERVAL_MS is
|
||||
// the backoff.
|
||||
}
|
||||
}
|
||||
sleep(POLL_INTERVAL_MS);
|
||||
}
|
||||
}
|
||||
|
||||
/** The newest generation held by each bucket, skipping buckets holding none. */
|
||||
private static Map<String, Long> newestGenerations(LsmStats stats) {
|
||||
Map<String, Long> targets = new HashMap<String, Long>();
|
||||
for (BucketStats bucket : stats.buckets()) {
|
||||
OptionalLong newest = bucket.newestGeneration();
|
||||
if (newest.isPresent()) {
|
||||
targets.put(bucket.shardId(), newest.getAsLong());
|
||||
}
|
||||
}
|
||||
return targets;
|
||||
}
|
||||
|
||||
/**
|
||||
* 429 (latch held, pool saturated, or the pod replaying its WAL) and 503 (a draining node, or a
|
||||
* proxy between here and it).
|
||||
*/
|
||||
private static boolean isRetryable(LanceDbRestClient.HttpException e) {
|
||||
return e.statusCode() == 429 || e.statusCode() == 503;
|
||||
}
|
||||
|
||||
/**
|
||||
* 421: the owning node holds no claim. Only {@code flush} re-claims and replays, so this cannot
|
||||
* be retried in place — the caller has to start over.
|
||||
*/
|
||||
private static boolean isLostClaim(LanceDbRestClient.HttpException e) {
|
||||
return e.statusCode() == 421;
|
||||
}
|
||||
|
||||
/**
|
||||
* Issue one LSM request, retrying in place while the fault is retryable.
|
||||
*
|
||||
* <p>The two recoverable faults have separate budgets: contention clears on its own and retries
|
||||
* here against {@link #MAX_RETRIES}, while a 421 needs {@code flush} to re-claim, which only the
|
||||
* caller can drive.
|
||||
*
|
||||
* <p>An exhausted budget propagates the last error as itself rather than a synthesized one — "429
|
||||
* after nine tries" beats "checkpoint failed".
|
||||
*/
|
||||
private static <T> Attempt<T> issue(Call<T> call) {
|
||||
int retries = 0;
|
||||
while (true) {
|
||||
try {
|
||||
return new Attempt<T>(call.run(), false);
|
||||
} catch (LanceDbRestClient.HttpException e) {
|
||||
if (isLostClaim(e)) {
|
||||
return new Attempt<T>(null, true);
|
||||
}
|
||||
if (!isRetryable(e) || retries >= MAX_RETRIES) {
|
||||
throw e;
|
||||
}
|
||||
backoff(retries);
|
||||
retries++;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/** {@link #issue} for a call with no return value. Returns true when the claim was lost. */
|
||||
private static boolean issueVoid(Runnable call) {
|
||||
return issue(
|
||||
() -> {
|
||||
call.run();
|
||||
return Boolean.TRUE;
|
||||
})
|
||||
.lostClaim;
|
||||
}
|
||||
|
||||
/** Sleep before re-issuing a retryable request. Doubles up to {@link #RETRY_BACKOFF_MAX_MS}. */
|
||||
private static void backoff(int attempt) {
|
||||
long delay = RETRY_BACKOFF_BASE_MS << Math.min(attempt, 8);
|
||||
sleep(Math.min(delay, RETRY_BACKOFF_MAX_MS));
|
||||
}
|
||||
|
||||
private static void sleep(long millis) {
|
||||
try {
|
||||
Thread.sleep(millis);
|
||||
} catch (InterruptedException e) {
|
||||
Thread.currentThread().interrupt();
|
||||
throw new IllegalStateException("Interrupted while waiting on the LSM checkpoint", e);
|
||||
}
|
||||
}
|
||||
|
||||
private String route(String operation) {
|
||||
return "/v1/table/" + tableIdentifier + "/" + operation + "/";
|
||||
}
|
||||
|
||||
/** What one LSM request produced: its value, or word that the owning node holds no claim. */
|
||||
private static final class Attempt<T> {
|
||||
private final T value;
|
||||
private final boolean lostClaim;
|
||||
|
||||
private Attempt(T value, boolean lostClaim) {
|
||||
this.value = value;
|
||||
this.lostClaim = lostClaim;
|
||||
}
|
||||
}
|
||||
|
||||
@FunctionalInterface
|
||||
private interface Call<T> {
|
||||
T run();
|
||||
}
|
||||
}
|
||||
@@ -1,56 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import java.util.List;
|
||||
|
||||
/**
|
||||
* Live per-bucket LSM state, as returned by {@link LanceDbTableLsm#getLsmStats()}.
|
||||
*
|
||||
* <p>Nothing here is derived: sums and differences (total L0 bytes, WAL lag) are the caller's to
|
||||
* compute. There is no "LSM is off" shape — that case is an empty {@link java.util.Optional},
|
||||
* because a stats object of zeros would read as measurements.
|
||||
*/
|
||||
public class LsmStats {
|
||||
private static final String CONTEXT = "lsm stats";
|
||||
|
||||
private final List<BucketStats> buckets;
|
||||
|
||||
LsmStats(List<BucketStats> buckets) {
|
||||
this.buckets = Collections.unmodifiableList(buckets);
|
||||
}
|
||||
|
||||
/** One entry per bucket. */
|
||||
public List<BucketStats> buckets() {
|
||||
return buckets;
|
||||
}
|
||||
|
||||
static LsmStats fromJson(JsonNode node) {
|
||||
JsonFields.requiredObject(node, CONTEXT);
|
||||
List<BucketStats> buckets = new ArrayList<BucketStats>();
|
||||
for (JsonNode bucket : JsonFields.requiredArray(node, "buckets", CONTEXT)) {
|
||||
buckets.add(BucketStats.fromJson(bucket));
|
||||
}
|
||||
return new LsmStats(buckets);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "LsmStats{buckets=" + buckets + "}";
|
||||
}
|
||||
}
|
||||
@@ -1,260 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import java.util.HashMap;
|
||||
import java.util.LinkedHashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
/**
|
||||
* Specification selecting Lance's MemWAL LSM-style write path for {@code mergeInsert}.
|
||||
*
|
||||
* <p>Construct via {@link #bucket}, {@link #identity}, or {@link #unsharded}, then optionally chain
|
||||
* {@link #withMaintainedIndexes} and {@link #withWriterConfigDefaults}. Install it with {@link
|
||||
* LanceDbTableLsm#setLsmWriteSpec} and remove it with {@link LanceDbTableLsm#unsetLsmWriteSpec}.
|
||||
*
|
||||
* <p>This is deliberately not {@code org.lance.memwal.InitializeMemWalParams}. That type is Lance's
|
||||
* own, and its maintained-index default is the opposite of this one: it defaults to maintaining
|
||||
* <em>nothing</em>, while a fresh spec here maintains <em>every</em> index. It also cannot express
|
||||
* the null that asks the server to resolve the set.
|
||||
*/
|
||||
public class LsmWriteSpec {
|
||||
|
||||
/** How writes are routed to MemWAL shards. */
|
||||
public enum Sharding {
|
||||
/** Hash-bucket writes by a scalar column. */
|
||||
BUCKET("bucket"),
|
||||
/** Shard by the raw value of a scalar column. */
|
||||
IDENTITY("identity"),
|
||||
/** Route every write to a single shard. */
|
||||
UNSHARDED("unsharded");
|
||||
|
||||
private final String wireName;
|
||||
|
||||
Sharding(String wireName) {
|
||||
this.wireName = wireName;
|
||||
}
|
||||
|
||||
String wireName() {
|
||||
return wireName;
|
||||
}
|
||||
|
||||
static Sharding fromWireName(String name) {
|
||||
for (Sharding s : values()) {
|
||||
if (s.wireName.equals(name)) {
|
||||
return s;
|
||||
}
|
||||
}
|
||||
throw new IllegalArgumentException("Unknown sharding mode: " + name);
|
||||
}
|
||||
}
|
||||
|
||||
private final Sharding sharding;
|
||||
private final String column;
|
||||
private final Integer numBuckets;
|
||||
private final List<String> maintainedIndexes;
|
||||
private final Map<String, String> writerConfigDefaults;
|
||||
|
||||
private LsmWriteSpec(
|
||||
Sharding sharding,
|
||||
String column,
|
||||
Integer numBuckets,
|
||||
List<String> maintainedIndexes,
|
||||
Map<String, String> writerConfigDefaults) {
|
||||
this.sharding = sharding;
|
||||
this.column = column;
|
||||
this.numBuckets = numBuckets;
|
||||
this.maintainedIndexes = maintainedIndexes;
|
||||
this.writerConfigDefaults = writerConfigDefaults;
|
||||
}
|
||||
|
||||
/**
|
||||
* Hash-bucket sharding by a scalar column, maintaining every index on the table.
|
||||
*
|
||||
* <p>Iceberg-compatible Murmur3-x86-32 (seed 0) is used, so each row's {@code bucket(column,
|
||||
* numBuckets)} value is stable across processes.
|
||||
*
|
||||
* @param column A non-nested column with a supported scalar type.
|
||||
* @param numBuckets The number of buckets, in {@code [1, 1024]}.
|
||||
*/
|
||||
public static LsmWriteSpec bucket(String column, int numBuckets) {
|
||||
if (column == null || column.trim().isEmpty()) {
|
||||
throw new IllegalArgumentException("Column cannot be null or empty");
|
||||
}
|
||||
return new LsmWriteSpec(
|
||||
Sharding.BUCKET, column, numBuckets, null, new HashMap<String, String>());
|
||||
}
|
||||
|
||||
/**
|
||||
* Identity sharding — shard by the raw value of {@code column} — maintaining every index on the
|
||||
* table.
|
||||
*
|
||||
* <p>{@code column} must be a deterministic function of the unenforced primary key: every row
|
||||
* with a given primary key must always produce the same {@code column} value, or upserts of that
|
||||
* key can land in different shards and a stale version can win.
|
||||
*/
|
||||
public static LsmWriteSpec identity(String column) {
|
||||
if (column == null || column.trim().isEmpty()) {
|
||||
throw new IllegalArgumentException("Column cannot be null or empty");
|
||||
}
|
||||
return new LsmWriteSpec(Sharding.IDENTITY, column, null, null, new HashMap<String, String>());
|
||||
}
|
||||
|
||||
/** No sharding — every write goes to a single MemWAL shard — maintaining every index. */
|
||||
public static LsmWriteSpec unsharded() {
|
||||
return new LsmWriteSpec(Sharding.UNSHARDED, null, null, null, new HashMap<String, String>());
|
||||
}
|
||||
|
||||
/**
|
||||
* Set the indexes the MemWAL keeps up to date as rows are appended.
|
||||
*
|
||||
* <p>Pass {@code null} — the default for a fresh spec — to maintain every index the MemWAL can,
|
||||
* resolved when the spec is installed. That is a snapshot: indexes created later are not
|
||||
* maintained until the spec is unset and set again. Pass an empty list to maintain none.
|
||||
*
|
||||
* <p>Note that {@code null} and the empty list mean opposite things here.
|
||||
*/
|
||||
public LsmWriteSpec withMaintainedIndexes(List<String> maintainedIndexes) {
|
||||
return new LsmWriteSpec(
|
||||
sharding,
|
||||
column,
|
||||
numBuckets,
|
||||
maintainedIndexes == null ? null : new ArrayList<String>(maintainedIndexes),
|
||||
writerConfigDefaults);
|
||||
}
|
||||
|
||||
/**
|
||||
* Set default {@code ShardWriter} configuration recorded in the MemWAL index.
|
||||
*
|
||||
* <p>A sparse override map — only the keys you set are recorded. Recognized keys include {@code
|
||||
* durable_write}, {@code max_wal_buffer_size}, {@code max_memtable_size}, {@code
|
||||
* max_memtable_rows}, {@code max_memtable_batches}, {@code manifest_scan_batch_size}, {@code
|
||||
* max_unflushed_memtable_bytes}, and {@code enable_memtable}. Duration knobs carry an {@code _ms}
|
||||
* suffix, such as {@code max_wal_flush_interval_ms}.
|
||||
*/
|
||||
public LsmWriteSpec withWriterConfigDefaults(Map<String, String> writerConfigDefaults) {
|
||||
if (writerConfigDefaults == null) {
|
||||
throw new IllegalArgumentException("writerConfigDefaults cannot be null");
|
||||
}
|
||||
return new LsmWriteSpec(
|
||||
sharding,
|
||||
column,
|
||||
numBuckets,
|
||||
maintainedIndexes,
|
||||
new HashMap<String, String>(writerConfigDefaults));
|
||||
}
|
||||
|
||||
/** How writes are routed to shards. */
|
||||
public Sharding sharding() {
|
||||
return sharding;
|
||||
}
|
||||
|
||||
/** The sharding column for {@link Sharding#BUCKET} and {@link Sharding#IDENTITY}, else null. */
|
||||
public String column() {
|
||||
return column;
|
||||
}
|
||||
|
||||
/** The bucket count for {@link Sharding#BUCKET}, else null. */
|
||||
public Integer numBuckets() {
|
||||
return numBuckets;
|
||||
}
|
||||
|
||||
/**
|
||||
* The indexes the MemWAL maintains, or null to have the server resolve every maintainable index
|
||||
* on install. An empty list means none.
|
||||
*/
|
||||
public List<String> maintainedIndexes() {
|
||||
return maintainedIndexes == null ? null : Collections.unmodifiableList(maintainedIndexes);
|
||||
}
|
||||
|
||||
/** Default {@code ShardWriter} configuration recorded in the MemWAL index. */
|
||||
public Map<String, String> writerConfigDefaults() {
|
||||
return Collections.unmodifiableMap(writerConfigDefaults);
|
||||
}
|
||||
|
||||
/** Render this spec as the {@code set_lsm_write_spec} request body. */
|
||||
Map<String, Object> toRequestBody() {
|
||||
Map<String, Object> shardingBody = new LinkedHashMap<String, Object>();
|
||||
shardingBody.put("mode", sharding.wireName());
|
||||
if (column != null) {
|
||||
shardingBody.put("column", column);
|
||||
}
|
||||
if (numBuckets != null) {
|
||||
shardingBody.put("num_buckets", numBuckets);
|
||||
}
|
||||
|
||||
Map<String, Object> body = new LinkedHashMap<String, Object>();
|
||||
body.put("sharding", shardingBody);
|
||||
// Null is meaningful: it asks the server to resolve every maintainable index.
|
||||
body.put("maintained_indexes", maintainedIndexes);
|
||||
body.put("writer_config_defaults", writerConfigDefaults);
|
||||
return body;
|
||||
}
|
||||
|
||||
/**
|
||||
* Rebuild a spec from a {@code get_lsm_write_spec} response body.
|
||||
*
|
||||
* <p>The server always reports a concrete maintained-index list, so a null selection never
|
||||
* round-trips.
|
||||
*/
|
||||
static LsmWriteSpec fromJson(JsonNode node) {
|
||||
JsonNode shardingNode = node.get("sharding");
|
||||
if (shardingNode == null || shardingNode.get("mode") == null) {
|
||||
throw new IllegalStateException("get_lsm_write_spec response has no sharding mode");
|
||||
}
|
||||
Sharding sharding = Sharding.fromWireName(shardingNode.get("mode").asText());
|
||||
|
||||
String column = shardingNode.hasNonNull("column") ? shardingNode.get("column").asText() : null;
|
||||
Integer numBuckets =
|
||||
shardingNode.hasNonNull("num_buckets") ? shardingNode.get("num_buckets").asInt() : null;
|
||||
|
||||
List<String> maintainedIndexes = new ArrayList<String>();
|
||||
JsonNode indexesNode = node.get("maintained_indexes");
|
||||
if (indexesNode != null && indexesNode.isArray()) {
|
||||
for (JsonNode index : indexesNode) {
|
||||
maintainedIndexes.add(index.asText());
|
||||
}
|
||||
}
|
||||
|
||||
Map<String, String> defaults = new HashMap<String, String>();
|
||||
JsonNode defaultsNode = node.get("writer_config_defaults");
|
||||
if (defaultsNode != null && defaultsNode.isObject()) {
|
||||
defaultsNode
|
||||
.fieldNames()
|
||||
.forEachRemaining(name -> defaults.put(name, defaultsNode.get(name).asText()));
|
||||
}
|
||||
|
||||
return new LsmWriteSpec(sharding, column, numBuckets, maintainedIndexes, defaults);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "LsmWriteSpec{sharding="
|
||||
+ sharding
|
||||
+ ", column="
|
||||
+ column
|
||||
+ ", numBuckets="
|
||||
+ numBuckets
|
||||
+ ", maintainedIndexes="
|
||||
+ maintainedIndexes
|
||||
+ ", writerConfigDefaults="
|
||||
+ writerConfigDefaults
|
||||
+ "}";
|
||||
}
|
||||
}
|
||||
@@ -1,99 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import java.util.List;
|
||||
|
||||
/** One in-memory memtable. */
|
||||
public class MemtableStats {
|
||||
private static final String CONTEXT = "memtable stats";
|
||||
|
||||
private final long generation;
|
||||
private final long rows;
|
||||
private final long bytes;
|
||||
private final long batches;
|
||||
private final List<String> indexes;
|
||||
|
||||
MemtableStats(long generation, long rows, long bytes, long batches, List<String> indexes) {
|
||||
this.generation = generation;
|
||||
this.rows = rows;
|
||||
this.bytes = bytes;
|
||||
this.batches = batches;
|
||||
this.indexes = Collections.unmodifiableList(indexes);
|
||||
}
|
||||
|
||||
/** The generation this memtable will become once sealed. */
|
||||
public long generation() {
|
||||
return generation;
|
||||
}
|
||||
|
||||
/** Rows currently buffered. */
|
||||
public long rows() {
|
||||
return rows;
|
||||
}
|
||||
|
||||
/** Estimated in-memory size. */
|
||||
public long bytes() {
|
||||
return bytes;
|
||||
}
|
||||
|
||||
/** Record batches currently buffered. */
|
||||
public long batches() {
|
||||
return batches;
|
||||
}
|
||||
|
||||
/**
|
||||
* Names of the indexes this memtable carries. An absent name is the whole answer to "why is my
|
||||
* fresh-tier search on that column brute-force".
|
||||
*/
|
||||
public List<String> indexes() {
|
||||
return indexes;
|
||||
}
|
||||
|
||||
static MemtableStats fromJson(JsonNode node) {
|
||||
JsonFields.requiredObject(node, CONTEXT);
|
||||
List<String> indexes = new ArrayList<String>();
|
||||
for (JsonNode index : JsonFields.requiredArray(node, "indexes", CONTEXT)) {
|
||||
if (!index.isTextual()) {
|
||||
throw new IllegalStateException(CONTEXT + " has a non-string index name: " + index);
|
||||
}
|
||||
indexes.add(index.asText());
|
||||
}
|
||||
return new MemtableStats(
|
||||
JsonFields.requiredLong(node, "generation", CONTEXT),
|
||||
JsonFields.requiredLong(node, "rows", CONTEXT),
|
||||
JsonFields.requiredLong(node, "bytes", CONTEXT),
|
||||
JsonFields.requiredLong(node, "batches", CONTEXT),
|
||||
indexes);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "MemtableStats{generation="
|
||||
+ generation
|
||||
+ ", rows="
|
||||
+ rows
|
||||
+ ", bytes="
|
||||
+ bytes
|
||||
+ ", batches="
|
||||
+ batches
|
||||
+ ", indexes="
|
||||
+ indexes
|
||||
+ "}";
|
||||
}
|
||||
}
|
||||
@@ -1,570 +0,0 @@
|
||||
/*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
package com.lancedb;
|
||||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import com.sun.net.httpserver.HttpServer;
|
||||
import org.junit.jupiter.api.AfterEach;
|
||||
import org.junit.jupiter.api.BeforeEach;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import java.io.ByteArrayOutputStream;
|
||||
import java.io.IOException;
|
||||
import java.io.InputStream;
|
||||
import java.io.UncheckedIOException;
|
||||
import java.net.InetSocketAddress;
|
||||
import java.nio.charset.StandardCharsets;
|
||||
import java.util.ArrayDeque;
|
||||
import java.util.ArrayList;
|
||||
import java.util.Arrays;
|
||||
import java.util.Collections;
|
||||
import java.util.Deque;
|
||||
import java.util.HashMap;
|
||||
import java.util.LinkedHashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.Optional;
|
||||
import java.util.concurrent.ConcurrentHashMap;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.*;
|
||||
|
||||
/**
|
||||
* Unit tests for the MemWAL LSM routes, run against a scripted local HTTP server.
|
||||
*
|
||||
* <p>The wire assertions mirror the Rust mocked-endpoint tests in {@code
|
||||
* rust/lancedb/src/remote/table.rs}, which are the contract these routes have to match.
|
||||
*/
|
||||
public class LanceDbTableLsmTest {
|
||||
private static final ObjectMapper MAPPER = new ObjectMapper();
|
||||
|
||||
private HttpServer server;
|
||||
private LanceDbRestClient client;
|
||||
private LanceDbTableLsm lsm;
|
||||
|
||||
private final List<String> requestPaths = Collections.synchronizedList(new ArrayList<String>());
|
||||
private final List<String> requestBodies = Collections.synchronizedList(new ArrayList<String>());
|
||||
private final Map<String, Deque<Reply>> replies = new ConcurrentHashMap<String, Deque<Reply>>();
|
||||
|
||||
@BeforeEach
|
||||
public void setUp() throws IOException {
|
||||
start();
|
||||
}
|
||||
|
||||
/** Tear down and restart the scripted server, for a test that scripts several exchanges. */
|
||||
private void setUpFresh() {
|
||||
try {
|
||||
client.close();
|
||||
server.stop(0);
|
||||
requestPaths.clear();
|
||||
requestBodies.clear();
|
||||
replies.clear();
|
||||
start();
|
||||
} catch (IOException e) {
|
||||
throw new UncheckedIOException(e);
|
||||
}
|
||||
}
|
||||
|
||||
private void start() throws IOException {
|
||||
server = HttpServer.create(new InetSocketAddress("127.0.0.1", 0), 0);
|
||||
server.createContext(
|
||||
"/",
|
||||
exchange -> {
|
||||
String path = exchange.getRequestURI().getPath();
|
||||
requestPaths.add(path);
|
||||
requestBodies.add(readAll(exchange.getRequestBody()));
|
||||
|
||||
Reply reply = nextReply(path);
|
||||
byte[] out = reply.body.getBytes(StandardCharsets.UTF_8);
|
||||
exchange.sendResponseHeaders(reply.status, out.length == 0 ? -1 : out.length);
|
||||
if (out.length > 0) {
|
||||
exchange.getResponseBody().write(out);
|
||||
}
|
||||
exchange.close();
|
||||
});
|
||||
server.start();
|
||||
|
||||
client =
|
||||
LanceDbNamespaceClientBuilder.newBuilder()
|
||||
.apiKey("test-key")
|
||||
.database("test-db")
|
||||
.endpoint("http://127.0.0.1:" + server.getAddress().getPort())
|
||||
.buildRestClient();
|
||||
lsm = new LanceDbTableLsm(client, "my_table");
|
||||
}
|
||||
|
||||
@AfterEach
|
||||
public void tearDown() throws IOException {
|
||||
client.close();
|
||||
server.stop(0);
|
||||
}
|
||||
|
||||
// ===========================================================================
|
||||
// set / unset / get spec
|
||||
// ===========================================================================
|
||||
|
||||
@Test
|
||||
public void testSetLsmWriteSpecUnsharded() throws Exception {
|
||||
enqueue("set_lsm_write_spec", 200, "");
|
||||
|
||||
lsm.setLsmWriteSpec(LsmWriteSpec.unsharded());
|
||||
|
||||
assertEquals("/v1/table/my_table/set_lsm_write_spec/", requestPaths.get(0));
|
||||
JsonNode body = MAPPER.readTree(requestBodies.get(0));
|
||||
assertEquals("unsharded", body.get("sharding").get("mode").asText());
|
||||
assertFalse(body.get("sharding").has("column"));
|
||||
assertFalse(body.get("sharding").has("num_buckets"));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testSetLsmWriteSpecBucket() throws Exception {
|
||||
enqueue("set_lsm_write_spec", 200, "");
|
||||
|
||||
lsm.setLsmWriteSpec(
|
||||
LsmWriteSpec.bucket("id", 16).withMaintainedIndexes(Arrays.asList("id_idx")));
|
||||
|
||||
JsonNode body = MAPPER.readTree(requestBodies.get(0));
|
||||
assertEquals("bucket", body.get("sharding").get("mode").asText());
|
||||
assertEquals("id", body.get("sharding").get("column").asText());
|
||||
assertEquals(16, body.get("sharding").get("num_buckets").asInt());
|
||||
assertEquals(1, body.get("maintained_indexes").size());
|
||||
assertEquals("id_idx", body.get("maintained_indexes").get(0).asText());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testSetLsmWriteSpecIdentity() throws Exception {
|
||||
enqueue("set_lsm_write_spec", 200, "");
|
||||
|
||||
lsm.setLsmWriteSpec(LsmWriteSpec.identity("tenant"));
|
||||
|
||||
JsonNode body = MAPPER.readTree(requestBodies.get(0));
|
||||
assertEquals("identity", body.get("sharding").get("mode").asText());
|
||||
assertEquals("tenant", body.get("sharding").get("column").asText());
|
||||
assertFalse(body.get("sharding").has("num_buckets"));
|
||||
}
|
||||
|
||||
/**
|
||||
* The tri-state that motivated a LanceDB-owned spec type: a null selection asks the server to
|
||||
* resolve every maintainable index, while an empty list asks for none. They must not collapse.
|
||||
*/
|
||||
@Test
|
||||
public void testMaintainedIndexesNullAndEmptyAreDistinctOnTheWire() throws Exception {
|
||||
enqueue("set_lsm_write_spec", 200, "");
|
||||
|
||||
lsm.setLsmWriteSpec(LsmWriteSpec.unsharded());
|
||||
JsonNode fresh = MAPPER.readTree(requestBodies.get(0));
|
||||
assertTrue(fresh.has("maintained_indexes"), "the key must be present");
|
||||
assertTrue(fresh.get("maintained_indexes").isNull(), "a fresh spec sends null, not []");
|
||||
|
||||
lsm.setLsmWriteSpec(
|
||||
LsmWriteSpec.unsharded().withMaintainedIndexes(Collections.<String>emptyList()));
|
||||
JsonNode none = MAPPER.readTree(requestBodies.get(1));
|
||||
assertTrue(none.get("maintained_indexes").isArray());
|
||||
assertEquals(0, none.get("maintained_indexes").size());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testSetLsmWriteSpecWriterConfigDefaults() throws Exception {
|
||||
enqueue("set_lsm_write_spec", 200, "");
|
||||
|
||||
Map<String, String> defaults = new HashMap<String, String>();
|
||||
defaults.put("max_memtable_rows", "50000");
|
||||
lsm.setLsmWriteSpec(LsmWriteSpec.unsharded().withWriterConfigDefaults(defaults));
|
||||
|
||||
JsonNode body = MAPPER.readTree(requestBodies.get(0));
|
||||
assertEquals("50000", body.get("writer_config_defaults").get("max_memtable_rows").asText());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testUnsetLsmWriteSpec() {
|
||||
enqueue("unset_lsm_write_spec", 200, "");
|
||||
|
||||
lsm.unsetLsmWriteSpec();
|
||||
|
||||
assertEquals("/v1/table/my_table/unset_lsm_write_spec/", requestPaths.get(0));
|
||||
assertEquals("", requestBodies.get(0));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testGetLsmWriteSpec() {
|
||||
enqueue(
|
||||
"get_lsm_write_spec",
|
||||
200,
|
||||
"{\"lsm_write_spec\":{\"sharding\":{\"mode\":\"bucket\",\"column\":\"id\","
|
||||
+ "\"num_buckets\":16},\"maintained_indexes\":[\"id_idx\"],"
|
||||
+ "\"writer_config_defaults\":{\"durable_write\":\"true\"}}}");
|
||||
|
||||
Optional<LsmWriteSpec> spec = lsm.getLsmWriteSpec();
|
||||
|
||||
assertTrue(spec.isPresent());
|
||||
assertEquals(LsmWriteSpec.Sharding.BUCKET, spec.get().sharding());
|
||||
assertEquals("id", spec.get().column());
|
||||
assertEquals(Integer.valueOf(16), spec.get().numBuckets());
|
||||
assertEquals(Arrays.asList("id_idx"), spec.get().maintainedIndexes());
|
||||
assertEquals("true", spec.get().writerConfigDefaults().get("durable_write"));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testGetLsmWriteSpecAbsent() {
|
||||
enqueue("get_lsm_write_spec", 200, "{\"lsm_write_spec\":null}");
|
||||
|
||||
assertFalse(lsm.getLsmWriteSpec().isPresent());
|
||||
}
|
||||
|
||||
// ===========================================================================
|
||||
// stats
|
||||
// ===========================================================================
|
||||
|
||||
@Test
|
||||
public void testGetLsmStats() throws Exception {
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false, 7L, 8L)));
|
||||
|
||||
Optional<LsmStats> got = lsm.getLsmStats(true);
|
||||
|
||||
assertEquals("/v1/table/my_table/get_lsm_stats/", requestPaths.get(0));
|
||||
assertTrue(MAPPER.readTree(requestBodies.get(0)).get("include_generation_rows").asBoolean());
|
||||
assertTrue(got.isPresent());
|
||||
BucketStats decoded = got.get().buckets().get(0);
|
||||
assertEquals("shard-0", decoded.shardId());
|
||||
assertEquals("Active", decoded.status());
|
||||
assertEquals(1, decoded.writerEpoch());
|
||||
assertEquals(2, decoded.manifestVersion());
|
||||
assertEquals(9, decoded.currentGeneration());
|
||||
assertFalse(decoded.compacting());
|
||||
assertEquals(Arrays.asList(7L, 8L), generationNumbers(decoded));
|
||||
assertEquals(1024, decoded.generations().get(0).bytes());
|
||||
assertFalse(decoded.generations().get(0).rows().isPresent(), "rows absent unless requested");
|
||||
assertFalse(decoded.memtables().isPresent(), "absent memtables stay absent");
|
||||
}
|
||||
|
||||
/** The optional fields decode when the server does send them. */
|
||||
@Test
|
||||
public void testGetLsmStatsDecodesOptionalFields() {
|
||||
enqueue(
|
||||
"get_lsm_stats",
|
||||
200,
|
||||
"{\"lsm_stats\":{\"buckets\":[{\"shard_id\":\"shard-0\",\"status\":\"Active\","
|
||||
+ "\"writer_epoch\":1,\"manifest_version\":2,\"current_generation\":9,"
|
||||
+ "\"replay_after_wal_entry_position\":3,\"wal_entry_position_last_seen\":11,"
|
||||
+ "\"generations\":[{\"generation\":7,\"bytes\":1024,\"rows\":42}],"
|
||||
+ "\"compacting\":true,\"memtables\":[{\"generation\":8,\"rows\":5,"
|
||||
+ "\"bytes\":64,\"batches\":2,\"indexes\":[\"id_idx\"]}]}]}}");
|
||||
|
||||
BucketStats decoded = lsm.getLsmStats(true).get().buckets().get(0);
|
||||
|
||||
assertEquals(3, decoded.replayAfterWalEntryPosition());
|
||||
assertEquals(11, decoded.walEntryPositionLastSeen());
|
||||
assertTrue(decoded.compacting());
|
||||
assertEquals(42, decoded.generations().get(0).rows().getAsLong());
|
||||
assertTrue(decoded.memtables().isPresent());
|
||||
MemtableStats memtable = decoded.memtables().get().get(0);
|
||||
assertEquals(8, memtable.generation());
|
||||
assertEquals(5, memtable.rows());
|
||||
assertEquals(64, memtable.bytes());
|
||||
assertEquals(2, memtable.batches());
|
||||
assertEquals(Arrays.asList("id_idx"), memtable.indexes());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testGetLsmStatsAbsentWhenLsmDisabled() {
|
||||
enqueue("get_lsm_stats", 200, "{\"lsm_stats\":null}");
|
||||
|
||||
assertFalse(lsm.getLsmStats().isPresent());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testGetLsmStatsDefaultsToExcludingGenerationRows() throws Exception {
|
||||
enqueue("get_lsm_stats", 200, stats());
|
||||
|
||||
lsm.getLsmStats();
|
||||
|
||||
assertFalse(MAPPER.readTree(requestBodies.get(0)).get("include_generation_rows").asBoolean());
|
||||
}
|
||||
|
||||
// ===========================================================================
|
||||
// flush / compact
|
||||
// ===========================================================================
|
||||
|
||||
@Test
|
||||
public void testFlushAndCompactRoutes() {
|
||||
enqueue("flush_lsm", 200, "");
|
||||
enqueue("compact_lsm", 200, "");
|
||||
|
||||
lsm.flushLsm();
|
||||
lsm.compactLsm();
|
||||
|
||||
assertEquals("/v1/table/my_table/flush_lsm/", requestPaths.get(0));
|
||||
assertEquals("/v1/table/my_table/compact_lsm/", requestPaths.get(1));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testHttpErrorCarriesStatus() {
|
||||
enqueue("flush_lsm", 404, "no such table");
|
||||
|
||||
LanceDbRestClient.HttpException e =
|
||||
assertThrows(LanceDbRestClient.HttpException.class, () -> lsm.flushLsm());
|
||||
assertEquals(404, e.statusCode());
|
||||
}
|
||||
|
||||
// ===========================================================================
|
||||
// checkpoint
|
||||
// ===========================================================================
|
||||
|
||||
@Test
|
||||
public void testCheckpointReturnsWhenLsmDisabled() {
|
||||
enqueue("flush_lsm", 200, "");
|
||||
enqueue("get_lsm_stats", 200, "{\"lsm_stats\":null}");
|
||||
|
||||
lsm.checkpointLsm();
|
||||
|
||||
assertEquals(0, countCalls("compact_lsm"), "nothing to compact when the LSM path is off");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testCheckpointReturnsWhenNoGenerationsOutstanding() {
|
||||
enqueue("flush_lsm", 200, "");
|
||||
// A bucket with no L0 generations yields no target, so the drain never starts.
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false)));
|
||||
|
||||
lsm.checkpointLsm();
|
||||
|
||||
assertEquals(0, countCalls("compact_lsm"));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testCheckpointConvergesOnceTargetGenerationsAreGone() {
|
||||
enqueue("flush_lsm", 200, "");
|
||||
// Watermark read: shard-0 holds generations 7 and 8, so target = 8.
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false, 7L, 8L)));
|
||||
// First drain poll: both still outstanding, nothing compacting -> dispatch a pass.
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false, 7L, 8L)));
|
||||
// Second drain poll: drained past the target -> done.
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false, 9L)));
|
||||
enqueue("compact_lsm", 200, "");
|
||||
|
||||
lsm.checkpointLsm();
|
||||
|
||||
assertEquals(1, countCalls("compact_lsm"), "one pass dispatched");
|
||||
assertEquals(3, countCalls("get_lsm_stats"), "watermark read plus two drain polls");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testCheckpointDoesNotPileOnWhileEveryTargetBucketIsCompacting() {
|
||||
enqueue("flush_lsm", 200, "");
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", true, 4L)));
|
||||
// Still compacting on the first poll, so no pass is dispatched; then it drains.
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", true, 4L)));
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false, 5L)));
|
||||
|
||||
lsm.checkpointLsm();
|
||||
|
||||
assertEquals(0, countCalls("compact_lsm"), "a latched bucket is left alone");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testCheckpointRetriesFromFlushAfterLostClaim() {
|
||||
// 421 on the watermark read: the node lost its claim, so the whole thing restarts
|
||||
// from flush rather than retrying the read in place.
|
||||
enqueue("flush_lsm", 200, "");
|
||||
enqueue("get_lsm_stats", 421, "no claim");
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false)));
|
||||
|
||||
lsm.checkpointLsm();
|
||||
|
||||
assertEquals(2, countCalls("flush_lsm"), "re-issued from flush");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testCheckpointRetriesRetryableStatusInPlace() {
|
||||
enqueue("flush_lsm", 429, "latch held");
|
||||
enqueue("flush_lsm", 200, "");
|
||||
enqueue("get_lsm_stats", 200, stats(bucket("shard-0", false)));
|
||||
|
||||
lsm.checkpointLsm();
|
||||
|
||||
assertEquals(2, countCalls("flush_lsm"), "429 retried in place, not re-issued");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testCheckpointPropagatesTerminalStatus() {
|
||||
enqueue("flush_lsm", 400, "bad request");
|
||||
|
||||
LanceDbRestClient.HttpException e =
|
||||
assertThrows(LanceDbRestClient.HttpException.class, () -> lsm.checkpointLsm());
|
||||
assertEquals(400, e.statusCode());
|
||||
assertEquals(1, countCalls("flush_lsm"), "a terminal status is not retried");
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testCheckpointGivesUpAfterRepeatedLostClaims() {
|
||||
enqueue("flush_lsm", 421, "no claim");
|
||||
|
||||
IllegalStateException e = assertThrows(IllegalStateException.class, () -> lsm.checkpointLsm());
|
||||
assertTrue(e.getMessage().contains("kept losing its claim"), e.getMessage());
|
||||
assertEquals(4, countCalls("flush_lsm"), "the initial attempt plus MAX_REISSUES");
|
||||
}
|
||||
|
||||
// ===========================================================================
|
||||
// strict decoding
|
||||
// ===========================================================================
|
||||
|
||||
/**
|
||||
* A stats payload that does not decode must fail closed. Every one of these bodies used to be
|
||||
* read as "no buckets", which is indistinguishable from a drained table, so {@code checkpointLsm}
|
||||
* reported convergence for a checkpoint that never ran.
|
||||
*/
|
||||
@Test
|
||||
public void testCheckpointRejectsMalformedStats() {
|
||||
Map<String, String> malformed = new LinkedHashMap<String, String>();
|
||||
malformed.put("no response body at all", "");
|
||||
malformed.put("stats object with no buckets", "{\"lsm_stats\":{}}");
|
||||
malformed.put("bucket missing its required fields", "{\"lsm_stats\":{\"buckets\":[{}]}}");
|
||||
malformed.put(
|
||||
"bucket missing generations",
|
||||
"{\"lsm_stats\":{\"buckets\":[{\"shard_id\":\"shard-0\",\"status\":\"Active\","
|
||||
+ "\"writer_epoch\":1,\"manifest_version\":2,\"current_generation\":9,"
|
||||
+ "\"replay_after_wal_entry_position\":0,\"wal_entry_position_last_seen\":0,"
|
||||
+ "\"compacting\":false}]}}");
|
||||
malformed.put(
|
||||
"generation with a non-numeric generation number",
|
||||
"{\"lsm_stats\":{\"buckets\":[{\"shard_id\":\"shard-0\",\"status\":\"Active\","
|
||||
+ "\"writer_epoch\":1,\"manifest_version\":2,\"current_generation\":9,"
|
||||
+ "\"replay_after_wal_entry_position\":0,\"wal_entry_position_last_seen\":0,"
|
||||
+ "\"generations\":[{\"generation\":\"7\",\"bytes\":1024}],"
|
||||
+ "\"compacting\":false}]}}");
|
||||
|
||||
for (Map.Entry<String, String> each : malformed.entrySet()) {
|
||||
setUpFresh();
|
||||
enqueue("flush_lsm", 200, "");
|
||||
enqueue("get_lsm_stats", 200, each.getValue());
|
||||
|
||||
assertThrows(
|
||||
IllegalStateException.class,
|
||||
() -> lsm.checkpointLsm(),
|
||||
each.getKey() + " must not report convergence");
|
||||
}
|
||||
}
|
||||
|
||||
/** The one shape that legitimately means "this table has no LSM write path". */
|
||||
@Test
|
||||
public void testCheckpointTreatsNullStatsAsNotWalBacked() {
|
||||
enqueue("flush_lsm", 200, "");
|
||||
enqueue("get_lsm_stats", 200, "{\"lsm_stats\":null}");
|
||||
|
||||
lsm.checkpointLsm();
|
||||
|
||||
assertEquals(1, countCalls("get_lsm_stats"));
|
||||
}
|
||||
|
||||
// ===========================================================================
|
||||
// retry budget
|
||||
// ===========================================================================
|
||||
|
||||
/**
|
||||
* The transport must not retry on the checkpoint loop's behalf. Apache HttpClient's default
|
||||
* strategy retries exactly 429 and 503 — the two statuses {@code isRetryable} owns — which
|
||||
* doubled every budget here and also retried {@code compact_lsm} in place, where the loop is
|
||||
* built to fall through to a fresh stats poll instead.
|
||||
*/
|
||||
@Test
|
||||
public void testCheckpointRetryBudgetIsNotDoubledByTheTransport() {
|
||||
enqueue("flush_lsm", 429, "latch held");
|
||||
|
||||
LanceDbRestClient.HttpException e =
|
||||
assertThrows(LanceDbRestClient.HttpException.class, () -> lsm.checkpointLsm());
|
||||
|
||||
assertEquals(429, e.statusCode(), "the exhausted budget propagates the last error as itself");
|
||||
assertEquals(9, countCalls("flush_lsm"), "the initial request plus MAX_RETRIES, and no more");
|
||||
}
|
||||
|
||||
// ===========================================================================
|
||||
// harness
|
||||
// ===========================================================================
|
||||
|
||||
private static List<Long> generationNumbers(BucketStats bucket) {
|
||||
List<Long> numbers = new ArrayList<Long>();
|
||||
for (GenerationStats generation : bucket.generations()) {
|
||||
numbers.add(generation.generation());
|
||||
}
|
||||
return numbers;
|
||||
}
|
||||
|
||||
/** Build an {@code lsm_stats} response body from bucket fragments. */
|
||||
private static String stats(String... buckets) {
|
||||
return "{\"lsm_stats\":{\"buckets\":[" + String.join(",", buckets) + "]}}";
|
||||
}
|
||||
|
||||
private static String bucket(String shardId, boolean compacting, Long... generations) {
|
||||
StringBuilder gens = new StringBuilder();
|
||||
for (Long generation : generations) {
|
||||
if (gens.length() > 0) {
|
||||
gens.append(",");
|
||||
}
|
||||
gens.append("{\"generation\":").append(generation).append(",\"bytes\":1024}");
|
||||
}
|
||||
return "{\"shard_id\":\""
|
||||
+ shardId
|
||||
+ "\",\"status\":\"Active\",\"writer_epoch\":1,\"manifest_version\":2,"
|
||||
+ "\"current_generation\":9,\"replay_after_wal_entry_position\":0,"
|
||||
+ "\"wal_entry_position_last_seen\":0,\"generations\":["
|
||||
+ gens
|
||||
+ "],\"compacting\":"
|
||||
+ compacting
|
||||
+ "}";
|
||||
}
|
||||
|
||||
/** Queue a reply for an operation. The last queued reply repeats once the queue drains. */
|
||||
private void enqueue(String operation, int status, String body) {
|
||||
replies.computeIfAbsent(operation, key -> new ArrayDeque<Reply>()).add(new Reply(status, body));
|
||||
}
|
||||
|
||||
private Reply nextReply(String path) {
|
||||
String operation = operationOf(path);
|
||||
Deque<Reply> queued = replies.get(operation);
|
||||
if (queued == null || queued.isEmpty()) {
|
||||
return new Reply(200, "");
|
||||
}
|
||||
return queued.size() > 1 ? queued.poll() : queued.peek();
|
||||
}
|
||||
|
||||
private long countCalls(String operation) {
|
||||
return requestPaths.stream().filter(path -> operationOf(path).equals(operation)).count();
|
||||
}
|
||||
|
||||
/** {@code /v1/table/my_table/flush_lsm/} -> {@code flush_lsm}. */
|
||||
private static String operationOf(String path) {
|
||||
String[] segments = path.split("/");
|
||||
return segments.length == 0 ? "" : segments[segments.length - 1];
|
||||
}
|
||||
|
||||
private static String readAll(InputStream in) throws IOException {
|
||||
ByteArrayOutputStream out = new ByteArrayOutputStream();
|
||||
byte[] buffer = new byte[4096];
|
||||
int read;
|
||||
while ((read = in.read(buffer)) != -1) {
|
||||
out.write(buffer, 0, read);
|
||||
}
|
||||
return new String(out.toByteArray(), StandardCharsets.UTF_8);
|
||||
}
|
||||
|
||||
private static final class Reply {
|
||||
private final int status;
|
||||
private final String body;
|
||||
|
||||
private Reply(int status, String body) {
|
||||
this.status = status;
|
||||
this.body = body;
|
||||
}
|
||||
}
|
||||
}
|
||||
+2
-2
@@ -6,7 +6,7 @@
|
||||
|
||||
<groupId>com.lancedb</groupId>
|
||||
<artifactId>lancedb-parent</artifactId>
|
||||
<version>0.38.0-beta.10</version>
|
||||
<version>0.32.0-beta.3</version>
|
||||
<packaging>pom</packaging>
|
||||
<name>${project.artifactId}</name>
|
||||
<description>LanceDB Java SDK Parent POM</description>
|
||||
@@ -28,7 +28,7 @@
|
||||
<properties>
|
||||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
|
||||
<arrow.version>15.0.0</arrow.version>
|
||||
<lance-core.version>12.0.0-beta.2</lance-core.version>
|
||||
<lance-core.version>10.0.0-beta.5</lance-core.version>
|
||||
<spotless.skip>false</spotless.skip>
|
||||
<spotless.version>2.30.0</spotless.version>
|
||||
<spotless.java.googlejavaformat.version>1.7</spotless.java.googlejavaformat.version>
|
||||
|
||||
@@ -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
|
||||
|
||||
|
||||
+5
-5
@@ -1,7 +1,7 @@
|
||||
[package]
|
||||
name = "lancedb-nodejs"
|
||||
edition.workspace = true
|
||||
version = "0.38.0-beta.10"
|
||||
version = "0.32.0-beta.3"
|
||||
publish = false
|
||||
license.workspace = true
|
||||
description.workspace = true
|
||||
@@ -16,12 +16,12 @@ crate-type = ["cdylib"]
|
||||
async-trait.workspace = true
|
||||
arrow-ipc.workspace = true
|
||||
arrow-array.workspace = true
|
||||
arrow-buffer.workspace = true
|
||||
arrow-buffer = "58.0.0"
|
||||
half.workspace = true
|
||||
arrow-schema.workspace = true
|
||||
env_logger.workspace = true
|
||||
futures.workspace = true
|
||||
lancedb.workspace = true
|
||||
lancedb = { path = "../rust/lancedb", default-features = false }
|
||||
lance-namespace.workspace = true
|
||||
napi = { version = "3.8.3", default-features = false, features = [
|
||||
"napi9",
|
||||
@@ -29,8 +29,8 @@ napi = { version = "3.8.3", default-features = false, features = [
|
||||
"chrono_date",
|
||||
"serde-json",
|
||||
] }
|
||||
chrono.workspace = true
|
||||
serde_json.workspace = true
|
||||
chrono = { version = "0.4", default-features = false, features = ["clock"] }
|
||||
serde_json = "1"
|
||||
napi-derive = "3.5.2"
|
||||
# Prevent dynamic linking of lzma, which comes from datafusion
|
||||
lzma-sys = { version = "0.1", features = ["static"] }
|
||||
|
||||
@@ -6,9 +6,7 @@ import * as arrow17 from "apache-arrow-17";
|
||||
import * as arrow18 from "apache-arrow-18";
|
||||
|
||||
import {
|
||||
Vector as CurrentVector,
|
||||
convertToTable,
|
||||
tableFromIPC as currentTableFromIPC,
|
||||
fromBufferToRecordBatch,
|
||||
fromDataToBuffer,
|
||||
fromRecordBatchToBuffer,
|
||||
@@ -21,7 +19,6 @@ import {
|
||||
FunctionOptions,
|
||||
} from "../lancedb/embedding/embedding_function";
|
||||
import { EmbeddingFunctionConfig } from "../lancedb/embedding/registry";
|
||||
import { sanitizeTable } from "../lancedb/sanitize";
|
||||
|
||||
// biome-ignore lint/suspicious/noExplicitAny: skip
|
||||
function sampleRecords(): Array<Record<string, any>> {
|
||||
@@ -67,11 +64,7 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
tableFromIPC,
|
||||
DataType,
|
||||
Dictionary,
|
||||
RecordBatch: ArrowRecordBatch,
|
||||
Table: ArrowTable,
|
||||
Uint8: ArrowUint8,
|
||||
makeData: arrowMakeData,
|
||||
vectorFromArray,
|
||||
// biome-ignore lint/suspicious/noExplicitAny: <explanation>
|
||||
} = <any>arrow;
|
||||
type Schema = ApacheArrow["Schema"];
|
||||
@@ -173,36 +166,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
}
|
||||
|
||||
describe("The function makeArrowTable", function () {
|
||||
it("accepts snake_case embedding metadata like camelCase", function () {
|
||||
const spellings = [
|
||||
// biome-ignore lint/style/useNamingConvention: the Python wire spelling
|
||||
{ source_column: "text", vector_column: "vector" },
|
||||
{ sourceColumn: "text", vectorColumn: "vector" },
|
||||
];
|
||||
for (const columns of spellings) {
|
||||
const schema = new Schema(
|
||||
[
|
||||
new Field("text", new Utf8(), false),
|
||||
new Field(
|
||||
"vector",
|
||||
new FixedSizeList(3, new Field("item", new Float32(), true)),
|
||||
false,
|
||||
),
|
||||
],
|
||||
new Map([
|
||||
[
|
||||
"embedding_functions",
|
||||
JSON.stringify([{ name: "mock", model: {}, ...columns }]),
|
||||
],
|
||||
]),
|
||||
);
|
||||
// The vector field is non-nullable and absent from the data; only a
|
||||
// recognized embedding config makes that acceptable.
|
||||
const table = makeArrowTable([{ text: "hello" }], { schema });
|
||||
expect(table.numRows).toBe(1);
|
||||
}
|
||||
});
|
||||
|
||||
it("will use data types from a provided schema instead of inference", async function () {
|
||||
const schema = new Schema([
|
||||
new Field("a", new Int32(), false),
|
||||
@@ -234,35 +197,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
expect(table.getChild("d")?.toJSON()).toEqual([9n, 10n, null]);
|
||||
});
|
||||
|
||||
it("will use a provided FixedSizeList schema with typed array values", function () {
|
||||
const schema = new Schema([
|
||||
new Field("text", new Utf8(), false),
|
||||
new Field(
|
||||
"vector",
|
||||
new FixedSizeList(3, new Field("item", new Float32(), false)),
|
||||
false,
|
||||
),
|
||||
]);
|
||||
|
||||
const table = makeArrowTable(
|
||||
[
|
||||
{
|
||||
text: "foo",
|
||||
vector: new Float32Array([1, 2, 3]),
|
||||
},
|
||||
],
|
||||
{ schema },
|
||||
);
|
||||
|
||||
expect(table.getChild("text")?.toJSON()).toEqual(["foo"]);
|
||||
expect(
|
||||
table
|
||||
.getChild("vector")
|
||||
?.toJSON()
|
||||
.map((value) => value.toJSON()),
|
||||
).toEqual([[1, 2, 3]]);
|
||||
});
|
||||
|
||||
it("will assume the column `vector` is FixedSizeList<Float32> by default", async function () {
|
||||
const schema = new Schema([
|
||||
new Field("a", new Float(Precision.DOUBLE), true),
|
||||
@@ -515,137 +449,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
);
|
||||
});
|
||||
|
||||
it("will allow matching inferred types across records", function () {
|
||||
expect(() =>
|
||||
makeArrowTable([{ value: 1 }, { value: 2 }]),
|
||||
).not.toThrow();
|
||||
});
|
||||
|
||||
it("will reject mismatched inferred types across records", function () {
|
||||
expect(() => makeArrowTable([{ value: 1 }, { value: "two" }])).toThrow(
|
||||
"Failed to infer schema for data. Previously inferred type Float64 but found Utf8 for field value at row 1. Consider providing an explicit schema.",
|
||||
);
|
||||
});
|
||||
|
||||
it("will ignore generated dictionary IDs when comparing inferred types", function () {
|
||||
const table = makeArrowTable([{ str: "a" }, { str: "b" }], {
|
||||
dictionaryEncodeStrings: true,
|
||||
});
|
||||
|
||||
expect(table.getChild("str")?.toJSON()).toEqual(["a", "b"]);
|
||||
});
|
||||
|
||||
it("will preserve null values without treating them as type mismatches", function () {
|
||||
for (const records of [
|
||||
[{ vector: [1, 2, 3] }, { vector: null }],
|
||||
[{ vector: null }, { vector: [1, 2, 3] }],
|
||||
]) {
|
||||
const table = makeArrowTable(records);
|
||||
|
||||
expect(table.numRows).toBe(2);
|
||||
expect(table.getChild("vector")?.nullCount).toBe(1);
|
||||
}
|
||||
});
|
||||
|
||||
it("will preserve empty variable-size lists", function () {
|
||||
for (const records of [
|
||||
[{ items: [1] }, { items: [] }],
|
||||
[{ items: [] }, { items: [1] }],
|
||||
]) {
|
||||
const table = makeArrowTable(records);
|
||||
expect(
|
||||
table
|
||||
.getChild("items")
|
||||
?.toJSON()
|
||||
.map((value) => value.toJSON()),
|
||||
).toEqual(records.map((record) => record.items));
|
||||
}
|
||||
});
|
||||
|
||||
it("will propagate deferred evidence through nested lists", function () {
|
||||
for (const records of [
|
||||
[{ items: [1] }, { items: [null] }],
|
||||
[{ items: [null] }, { items: [1] }],
|
||||
[{ items: [null, 1] }, { items: [2, null] }],
|
||||
]) {
|
||||
const table = makeArrowTable(records);
|
||||
expect(
|
||||
table
|
||||
.getChild("items")
|
||||
?.toJSON()
|
||||
.map((value) => value.toJSON()),
|
||||
).toEqual(records.map((record) => record.items));
|
||||
}
|
||||
|
||||
const nestedRecords = [{ items: [[1]] }, { items: [[null]] }];
|
||||
const nestedTable = makeArrowTable(nestedRecords);
|
||||
expect(
|
||||
nestedTable
|
||||
.getChild("items")
|
||||
?.toJSON()
|
||||
.map((value) =>
|
||||
value
|
||||
.toJSON()
|
||||
.map((nestedValue: { toJSON: () => unknown[] }) =>
|
||||
nestedValue.toJSON(),
|
||||
),
|
||||
),
|
||||
).toEqual(nestedRecords.map((record) => record.items));
|
||||
});
|
||||
|
||||
it("will reject incompatible deferred evidence within a list", function () {
|
||||
for (const items of [
|
||||
[[], 1],
|
||||
[1, []],
|
||||
[[null], 1],
|
||||
[1, [null]],
|
||||
]) {
|
||||
expect(() => makeArrowTable([{ items }])).toThrow(
|
||||
"Failed to infer data type for field items at row 0.",
|
||||
);
|
||||
}
|
||||
});
|
||||
|
||||
it("will reject empty fixed-size lists", function () {
|
||||
expect(() =>
|
||||
makeArrowTable([{ vector: [1, 2, 3] }, { vector: [] }]),
|
||||
).toThrow(
|
||||
"Failed to infer schema for data. Previously inferred type FixedSizeList[3]<Float32> but found List[0] for field vector at row 1.",
|
||||
);
|
||||
});
|
||||
|
||||
it("will reject inferred leaf and branch shape changes", function () {
|
||||
expect(() =>
|
||||
makeArrowTable([{ value: 1 }, { value: { nested: 2 } }]),
|
||||
).toThrow(
|
||||
"Failed to infer schema for data. Previously inferred type Float64 but found Struct for field value at row 1.",
|
||||
);
|
||||
expect(() =>
|
||||
makeArrowTable([{ value: { nested: 1 } }, { value: 2 }]),
|
||||
).toThrow(
|
||||
"Failed to infer schema for data. Previously inferred type Struct but found Float64 for field value at row 1.",
|
||||
);
|
||||
});
|
||||
|
||||
it("will allow null values around inferred struct values", function () {
|
||||
for (const { records, nullIndex } of [
|
||||
{
|
||||
records: [{ value: null }, { value: { nested: 2 } }],
|
||||
nullIndex: 0,
|
||||
},
|
||||
{
|
||||
records: [{ value: { nested: 1 } }, { value: null }],
|
||||
nullIndex: 1,
|
||||
},
|
||||
]) {
|
||||
const table = makeArrowTable(records);
|
||||
const values = table.getChild("value");
|
||||
|
||||
expect(values?.nullCount).toBe(1);
|
||||
expect(values?.get(nullIndex)).toBeNull();
|
||||
}
|
||||
});
|
||||
|
||||
it("will allow a schema to be provided", async function () {
|
||||
await checkTableCreation(
|
||||
async (records, _, schema) =>
|
||||
@@ -1188,148 +991,9 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
|
||||
expectValidMapField(roundTripped.schema.fields[0]);
|
||||
});
|
||||
|
||||
it("preserves string schema metadata", function () {
|
||||
const metadata = new Map([["source", "fixture"]]);
|
||||
const schema = new Schema(
|
||||
[new Field("value", new Int32(), true)],
|
||||
metadata,
|
||||
);
|
||||
|
||||
expect(makeEmptyTable(schema).schema.metadata.get("source")).toBe(
|
||||
"fixture",
|
||||
);
|
||||
});
|
||||
|
||||
it.each([
|
||||
["non-string keys", new Map<unknown, unknown>([[42, "fixture"]])],
|
||||
["non-string values", new Map<unknown, unknown>([["source", 42]])],
|
||||
[
|
||||
"non-string keys and values",
|
||||
new Map<unknown, unknown>([[42, false]]),
|
||||
],
|
||||
])("rejects schema metadata with %s", function (_, metadataLike) {
|
||||
const metadata = metadataLike as unknown as Map<string, string>;
|
||||
const schema = new Schema(
|
||||
[new Field("value", new Int32(), true)],
|
||||
metadata,
|
||||
);
|
||||
|
||||
expect(() => makeEmptyTable(schema)).toThrow(
|
||||
"Expected metadata, if present, to be a Map<string, string> but it had non-string keys or values",
|
||||
);
|
||||
});
|
||||
});
|
||||
|
||||
describe("when using two versions of arrow", function () {
|
||||
it("preserves a dictionary shared by multiple fields", async function () {
|
||||
const values = ["alpha", "beta", "alpha"];
|
||||
const dictionaryVector = vectorFromArray(values);
|
||||
const batch = new ArrowRecordBatch({
|
||||
first: dictionaryVector.data[0],
|
||||
second: dictionaryVector.data[0],
|
||||
});
|
||||
const table = new ArrowTable([batch]);
|
||||
|
||||
const sanitized = sanitizeTable(table);
|
||||
expect([...sanitized.getChild("first")!]).toEqual(values);
|
||||
expect([...sanitized.getChild("second")!]).toEqual(values);
|
||||
const firstType = sanitized.schema.fields[0].type as {
|
||||
dictionary: unknown;
|
||||
};
|
||||
const secondType = sanitized.schema.fields[1].type as {
|
||||
dictionary: unknown;
|
||||
};
|
||||
expect(secondType.dictionary).toBe(firstType.dictionary);
|
||||
expect(sanitized.batches[0].data.children[1].dictionary).toBe(
|
||||
sanitized.batches[0].data.children[0].dictionary,
|
||||
);
|
||||
|
||||
const buf = await fromDataToBuffer(table);
|
||||
const actual = currentTableFromIPC(buf);
|
||||
expect([...actual.getChild("first")!]).toEqual(values);
|
||||
expect([...actual.getChild("second")!]).toEqual(values);
|
||||
});
|
||||
|
||||
it("preserves shared dictionary data from another Arrow version", async function () {
|
||||
const values = ["alpha", "beta", "alpha"];
|
||||
const dictionaryVector = vectorFromArray(values);
|
||||
const firstBatch = new ArrowRecordBatch({
|
||||
label: dictionaryVector.slice(0, 2).data[0],
|
||||
});
|
||||
const secondBatch = new ArrowRecordBatch({
|
||||
label: dictionaryVector.slice(2).data[0],
|
||||
});
|
||||
const table = new ArrowTable([firstBatch, secondBatch]);
|
||||
|
||||
const sanitized = sanitizeTable(table);
|
||||
expect([...sanitized.getChild("label")!]).toEqual(values);
|
||||
|
||||
const dictionaries = sanitized.batches.map(
|
||||
(batch) => batch.data.children[0].dictionary,
|
||||
);
|
||||
expect(dictionaries[0]).toBeInstanceOf(CurrentVector);
|
||||
expect(dictionaries[1]).toBe(dictionaries[0]);
|
||||
|
||||
const buf = await fromDataToBuffer(table);
|
||||
const actual = currentTableFromIPC(buf);
|
||||
expect([...actual.getChild("label")!]).toEqual(values);
|
||||
});
|
||||
|
||||
it("preserves shared chunks in growing dictionaries", async function () {
|
||||
const type = new Dictionary(new Utf8(), new Int32(), 42, false);
|
||||
const firstDictionary = vectorFromArray(["alpha", "beta"], new Utf8());
|
||||
const secondDictionary = firstDictionary.concat(
|
||||
vectorFromArray(["gamma"], new Utf8()),
|
||||
);
|
||||
const firstData = arrowMakeData({
|
||||
type,
|
||||
data: Int32Array.from([0, 1]),
|
||||
dictionary: firstDictionary,
|
||||
});
|
||||
const secondData = arrowMakeData({
|
||||
type,
|
||||
data: Int32Array.from([2]),
|
||||
dictionary: secondDictionary,
|
||||
});
|
||||
const table = new ArrowTable([
|
||||
new ArrowRecordBatch({ label: firstData }),
|
||||
new ArrowRecordBatch({ label: secondData }),
|
||||
]);
|
||||
|
||||
const sanitized = sanitizeTable(table);
|
||||
const expected = ["alpha", "beta", "gamma"];
|
||||
expect([...sanitized.getChild("label")!]).toEqual(expected);
|
||||
const firstLocalDictionary =
|
||||
sanitized.batches[0].data.children[0].dictionary!;
|
||||
const secondLocalDictionary =
|
||||
sanitized.batches[1].data.children[0].dictionary!;
|
||||
expect(secondLocalDictionary.data[0]).toBe(
|
||||
firstLocalDictionary.data[0],
|
||||
);
|
||||
|
||||
const buf = await fromTableToBuffer(sanitized);
|
||||
const actual = currentTableFromIPC(buf);
|
||||
expect([...actual.getChild("label")!]).toEqual(expected);
|
||||
});
|
||||
|
||||
it("can serialize list data from another Arrow version", async function () {
|
||||
const values = [["anime", "action"], [], null];
|
||||
const vector = vectorFromArray(
|
||||
values,
|
||||
new List(new Field("item", new Utf8(), true)),
|
||||
);
|
||||
const table = new ArrowTable({ tags: vector });
|
||||
|
||||
const buf = await fromDataToBuffer(table);
|
||||
const actual = currentTableFromIPC(buf);
|
||||
const actualTags = actual.getChild("tags");
|
||||
|
||||
expect(actualTags?.get(0)?.toJSON()).toEqual(values[0]);
|
||||
expect(actualTags?.get(1)?.toJSON()).toEqual(values[1]);
|
||||
expect(actualTags?.get(2)).toBeNull();
|
||||
});
|
||||
|
||||
it("can still import data", async function () {
|
||||
const schema = new arrow15.Schema([
|
||||
new arrow15.Field("id", new arrow15.Int32()),
|
||||
|
||||
@@ -4,13 +4,7 @@
|
||||
import { readdirSync } from "fs";
|
||||
import { Field, Float64, Schema } from "apache-arrow";
|
||||
import * as tmp from "tmp";
|
||||
import {
|
||||
Connection,
|
||||
ListTablesResponse,
|
||||
Table,
|
||||
connect,
|
||||
connectNamespace,
|
||||
} from "../lancedb";
|
||||
import { Connection, Table, connect, connectNamespace } from "../lancedb";
|
||||
import { LocalTable } from "../lancedb/table";
|
||||
|
||||
describe("when connecting", () => {
|
||||
@@ -53,7 +47,6 @@ describe("given a connection", () => {
|
||||
await db.close();
|
||||
expect(db.isOpen()).toBe(false);
|
||||
await expect(db.tableNames()).rejects.toThrow("Connection is closed");
|
||||
await expect(db.listTables()).rejects.toThrow("Connection is closed");
|
||||
await expect(db.renameTable("a", "b")).rejects.toThrow(
|
||||
"Connection is closed",
|
||||
);
|
||||
@@ -96,16 +89,6 @@ describe("given a connection", () => {
|
||||
await db.createTable("test4", [{ id: 1 }, { id: 2 }]);
|
||||
});
|
||||
|
||||
it("should return a completed job when dropping a local table", async () => {
|
||||
await db.createTable("async-drop", [{ id: 1 }]);
|
||||
|
||||
const job = await db.dropTableAsync("async-drop");
|
||||
expect(job.id).toBeNull();
|
||||
await expect(job.status()).resolves.toBe("finished");
|
||||
await job.wait();
|
||||
await expect(db.tableNames()).resolves.toEqual([]);
|
||||
});
|
||||
|
||||
it("should fail if creating table twice, unless overwrite is true", async () => {
|
||||
let tbl = await db.createTable("test", [{ id: 1 }, { id: 2 }]);
|
||||
await expect(tbl.countRows()).resolves.toBe(2);
|
||||
@@ -136,66 +119,6 @@ describe("given a connection", () => {
|
||||
expect(tables).toEqual(["b", "c"]);
|
||||
});
|
||||
|
||||
it("should respect limit and page token when listing tables", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
|
||||
await db.createTable("b", [{ id: 1 }]);
|
||||
await db.createTable("a", [{ id: 1 }]);
|
||||
await db.createTable("c", [{ id: 1 }]);
|
||||
|
||||
const all = await db.listTables();
|
||||
expect(all.tables).toEqual(["a", "b", "c"]);
|
||||
expect(all.pageToken).toBeUndefined();
|
||||
|
||||
const first = await db.listTables({ limit: 1 });
|
||||
expect(first.tables).toEqual(["a"]);
|
||||
expect(first.pageToken).toBeDefined();
|
||||
|
||||
const second = await db.listTables({
|
||||
limit: 1,
|
||||
pageToken: first.pageToken,
|
||||
});
|
||||
expect(second.tables).toEqual(["b"]);
|
||||
});
|
||||
|
||||
it("should visit every table exactly once when walking pages", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
|
||||
const created = ["a", "b", "c", "d", "e"];
|
||||
for (const name of created) {
|
||||
await db.createTable(name, [{ id: 1 }]);
|
||||
}
|
||||
|
||||
const seen: string[] = [];
|
||||
let pageToken: string | undefined = undefined;
|
||||
do {
|
||||
const page: ListTablesResponse = await db.listTables({
|
||||
limit: 2,
|
||||
pageToken,
|
||||
});
|
||||
seen.push(...page.tables);
|
||||
pageToken = page.pageToken;
|
||||
} while (pageToken);
|
||||
|
||||
expect(seen).toEqual(created);
|
||||
});
|
||||
|
||||
it("should list tables in a namespace", async () => {
|
||||
const db = await connect(tmpDir.name, {
|
||||
// biome-ignore lint/style/useNamingConvention: opaque backend property key, must match Rust
|
||||
namespaceClientProperties: { manifest_enabled: "true" },
|
||||
});
|
||||
await db.createNamespace(["child"]);
|
||||
await db.createTable("nested", [{ id: 1 }], ["child"]);
|
||||
|
||||
await expect(db.listTables(["child"])).resolves.toEqual(
|
||||
expect.objectContaining({ tables: ["nested"] }),
|
||||
);
|
||||
await expect(db.listTables()).resolves.toEqual(
|
||||
expect.objectContaining({ tables: [] }),
|
||||
);
|
||||
});
|
||||
|
||||
it("should create tables in v2 mode", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
const data = [...Array(10000).keys()].map((i) => ({ id: i }));
|
||||
|
||||
@@ -11,11 +11,8 @@ import {
|
||||
Float16,
|
||||
Float32,
|
||||
Float64,
|
||||
Int32,
|
||||
Schema,
|
||||
Utf8,
|
||||
fromDataToBuffer,
|
||||
tableFromIPC,
|
||||
} from "../lancedb/arrow";
|
||||
import { EmbeddingFunction, LanceSchema } from "../lancedb/embedding";
|
||||
import { getRegistry, register } from "../lancedb/embedding/registry";
|
||||
@@ -187,63 +184,6 @@ describe("embedding functions", () => {
|
||||
const vector0 = JSON.parse(JSON.stringify(arr[0].vector));
|
||||
expect(vector0).toEqual([1, 2, 3]);
|
||||
});
|
||||
|
||||
it("should append generated vectors to a non-nullable schema", async () => {
|
||||
@register("non_nullable_schema_test")
|
||||
class MockEmbeddingFunction extends EmbeddingFunction<string> {
|
||||
ndims() {
|
||||
return 3;
|
||||
}
|
||||
embeddingDataType(): Float {
|
||||
return new Float64();
|
||||
}
|
||||
async computeSourceEmbeddings(data: string[]) {
|
||||
return data.map(() => [1, 2, 3]);
|
||||
}
|
||||
}
|
||||
|
||||
const schema = new Schema([
|
||||
new Field("id", new Int32()),
|
||||
new Field("text", new Utf8()),
|
||||
new Field("type", new Utf8()),
|
||||
new Field(
|
||||
"vector",
|
||||
new FixedSizeList(3, new Field("item", new Float64())),
|
||||
),
|
||||
]);
|
||||
const func = new MockEmbeddingFunction();
|
||||
const db = await connect(tmpDir.name);
|
||||
const table = await db.createEmptyTable("test_non_nullable", schema, {
|
||||
embeddingFunction: {
|
||||
function: func,
|
||||
sourceColumn: "text",
|
||||
},
|
||||
});
|
||||
|
||||
const data = [
|
||||
{ id: 1, text: "Carrot", type: "vegetable" },
|
||||
{ id: 2, text: "Apple", type: "fruit" },
|
||||
];
|
||||
const buffer = await fromDataToBuffer(
|
||||
data,
|
||||
undefined,
|
||||
await table.schema(),
|
||||
);
|
||||
const generatedTable = tableFromIPC(buffer);
|
||||
const vectorField = generatedTable.schema.fields.find(
|
||||
(field) => field.name === "vector",
|
||||
);
|
||||
expect(vectorField?.nullable).toBe(false);
|
||||
|
||||
await table.add(data);
|
||||
|
||||
const rows = await table.query().toArray();
|
||||
expect(rows).toHaveLength(2);
|
||||
for (const row of rows) {
|
||||
expect([...row.vector]).toEqual([1, 2, 3]);
|
||||
}
|
||||
});
|
||||
|
||||
it("should error when appending to a table with an unregistered embedding function", async () => {
|
||||
@register("mock")
|
||||
class MockEmbeddingFunction extends EmbeddingFunction<string> {
|
||||
@@ -487,52 +427,4 @@ describe("embedding functions", () => {
|
||||
expect(stringSchema3).toEqual(stringExpectedSchema);
|
||||
},
|
||||
);
|
||||
test("parses one function writing several vector columns", async () => {
|
||||
class MockEmbeddingFunction extends EmbeddingFunction<string> {
|
||||
ndims() {
|
||||
return 3;
|
||||
}
|
||||
embeddingDataType(): Float {
|
||||
return new Float32();
|
||||
}
|
||||
async computeQueryEmbeddings(_data: string) {
|
||||
return [1, 2, 3];
|
||||
}
|
||||
async computeSourceEmbeddings(data: string[]) {
|
||||
return Array.from({ length: data.length }).fill([
|
||||
1, 2, 3,
|
||||
]) as number[][];
|
||||
}
|
||||
}
|
||||
const registry = getRegistry();
|
||||
registry.register("multi_output_mock")(MockEmbeddingFunction);
|
||||
|
||||
// A materialized view can project one source vector column under two
|
||||
// names, so a table's configuration names the same function twice.
|
||||
const parsed = await registry.parseFunctions(
|
||||
new Map([
|
||||
[
|
||||
"embedding_functions",
|
||||
JSON.stringify([
|
||||
{
|
||||
name: "multi_output_mock",
|
||||
sourceColumn: "text",
|
||||
vectorColumn: "vector_a",
|
||||
model: {},
|
||||
},
|
||||
{
|
||||
name: "multi_output_mock",
|
||||
sourceColumn: "text",
|
||||
vectorColumn: "vector_b",
|
||||
model: {},
|
||||
},
|
||||
]),
|
||||
],
|
||||
]),
|
||||
);
|
||||
|
||||
expect(
|
||||
[...parsed.values()].map(({ vectorColumn }) => vectorColumn).sort(),
|
||||
).toEqual(["vector_a", "vector_b"]);
|
||||
});
|
||||
});
|
||||
|
||||
@@ -1,95 +0,0 @@
|
||||
// SPDX-License-Identifier: Apache-2.0
|
||||
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
import { execFileSync } from "node:child_process";
|
||||
import { resolve } from "node:path";
|
||||
|
||||
import type { OpenAIEmbeddingFunction } from "../lancedb/embedding/openai";
|
||||
import type { EmbeddingFunctionRegistry } from "../lancedb/embedding/registry";
|
||||
|
||||
type EmbeddingModule = typeof import("../lancedb/embedding");
|
||||
type OpenAIModule = typeof import("../lancedb/embedding/openai");
|
||||
type RegistryModule = typeof import("../lancedb/embedding/registry");
|
||||
|
||||
describe("embedding function registry", () => {
|
||||
const registries: EmbeddingFunctionRegistry[] = [];
|
||||
|
||||
afterEach(() => {
|
||||
for (const registry of registries) {
|
||||
registry.reset();
|
||||
}
|
||||
registries.length = 0;
|
||||
});
|
||||
|
||||
it("defers built-in providers until the public registry API is used", () => {
|
||||
jest.isolateModules(() => {
|
||||
const embedding = require("../lancedb/embedding") as EmbeddingModule;
|
||||
const { getRegistry: getInternalRegistry } =
|
||||
require("../lancedb/embedding/registry") as RegistryModule;
|
||||
const registry = getInternalRegistry();
|
||||
registries.push(registry);
|
||||
|
||||
expect(registry.length()).toBe(0);
|
||||
expect(embedding.getRegistry()).toBe(registry);
|
||||
expect(registry.get("openai")).toBeDefined();
|
||||
expect(registry.get("huggingface")).toBeDefined();
|
||||
});
|
||||
});
|
||||
|
||||
it("preserves automatic FTS search in a fresh process", () => {
|
||||
execFileSync(
|
||||
process.execPath,
|
||||
[resolve(__dirname, "fixtures", "auto_fts_search.cjs")],
|
||||
{ stdio: "pipe" },
|
||||
);
|
||||
});
|
||||
|
||||
it("shares registrations across duplicated provider module graphs", () => {
|
||||
let registeringRegistry: EmbeddingFunctionRegistry | undefined;
|
||||
let latestOpenAIConstructor: typeof OpenAIEmbeddingFunction | undefined;
|
||||
|
||||
jest.isolateModules(() => {
|
||||
require("../lancedb/embedding/openai");
|
||||
const { getRegistry } =
|
||||
require("../lancedb/embedding/registry") as RegistryModule;
|
||||
registeringRegistry = getRegistry();
|
||||
registries.push(registeringRegistry);
|
||||
expect(registeringRegistry.get("openai")).toBeDefined();
|
||||
});
|
||||
|
||||
expect(() => {
|
||||
jest.isolateModules(() => {
|
||||
const { OpenAIEmbeddingFunction } =
|
||||
require("../lancedb/embedding/openai") as OpenAIModule;
|
||||
latestOpenAIConstructor = OpenAIEmbeddingFunction;
|
||||
const { getRegistry } =
|
||||
require("../lancedb/embedding/registry") as RegistryModule;
|
||||
registries.push(getRegistry());
|
||||
});
|
||||
}).not.toThrow();
|
||||
|
||||
const previousApiKey = process.env.OPENAI_API_KEY;
|
||||
process.env.OPENAI_API_KEY = "test";
|
||||
try {
|
||||
const latestOpenAI = registeringRegistry!
|
||||
.get<OpenAIEmbeddingFunction>("openai")!
|
||||
.create();
|
||||
expect(latestOpenAI).toBeInstanceOf(latestOpenAIConstructor!);
|
||||
} finally {
|
||||
if (previousApiKey === undefined) {
|
||||
delete process.env.OPENAI_API_KEY;
|
||||
} else {
|
||||
process.env.OPENAI_API_KEY = previousApiKey;
|
||||
}
|
||||
}
|
||||
|
||||
jest.isolateModules(() => {
|
||||
const { getRegistry } =
|
||||
require("../lancedb/embedding") as EmbeddingModule;
|
||||
const publicRegistry = getRegistry();
|
||||
registries.push(publicRegistry);
|
||||
expect(publicRegistry).toBe(registeringRegistry);
|
||||
expect(publicRegistry.get("openai")).toBeDefined();
|
||||
});
|
||||
});
|
||||
});
|
||||
@@ -1,33 +0,0 @@
|
||||
// SPDX-License-Identifier: Apache-2.0
|
||||
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
const assert = require("node:assert/strict");
|
||||
const tmp = require("tmp");
|
||||
const { connect, embedding, Index } = require("../../dist");
|
||||
const { getRegistry } = require("../../dist/embedding/registry");
|
||||
|
||||
async function main() {
|
||||
assert.equal(typeof embedding.getRegistry, "function");
|
||||
assert.equal(getRegistry().length(), 0);
|
||||
assert.equal(embedding.getRegistry(), getRegistry());
|
||||
assert.equal(getRegistry().length(), 2);
|
||||
|
||||
const dir = tmp.dirSync({ unsafeCleanup: true });
|
||||
let db;
|
||||
try {
|
||||
db = await connect(dir.name);
|
||||
const table = await db.createTable("docs", [{ text: "hello world" }]);
|
||||
await table.createIndex("text", { config: Index.fts() });
|
||||
|
||||
const rows = await table.search("hello").toArray();
|
||||
assert.equal(rows[0].text, "hello world");
|
||||
} finally {
|
||||
db?.close();
|
||||
dir.removeCallback();
|
||||
}
|
||||
}
|
||||
|
||||
main().catch((error) => {
|
||||
console.error(error);
|
||||
process.exitCode = 1;
|
||||
});
|
||||
@@ -1,147 +0,0 @@
|
||||
// SPDX-License-Identifier: Apache-2.0
|
||||
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
import * as tmp from "tmp";
|
||||
|
||||
import { Connection, connect } from "../lancedb";
|
||||
import {
|
||||
DEFINITION_META_KEY,
|
||||
definitionFromMetadata,
|
||||
} from "../lancedb/materialized_view";
|
||||
|
||||
describe("materialized views", () => {
|
||||
let tmpDir: tmp.DirResult;
|
||||
let db: Connection;
|
||||
|
||||
beforeEach(async () => {
|
||||
tmpDir = tmp.dirSync({ unsafeCleanup: true });
|
||||
db = await connect(tmpDir.name);
|
||||
await db.createTable(
|
||||
"people",
|
||||
[
|
||||
{ name: "ada", age: 36 },
|
||||
{ name: "kid", age: 7 },
|
||||
{ name: "grace", age: 85 },
|
||||
],
|
||||
{ storageOptions: { newTableEnableStableRowIds: "true" } },
|
||||
);
|
||||
});
|
||||
afterEach(() => tmpDir.removeCallback());
|
||||
|
||||
it("rejects a stored limit a number cannot carry", () => {
|
||||
const big = new Map([
|
||||
[
|
||||
DEFINITION_META_KEY,
|
||||
'{"kind":"select","source_table":"people","limit":9007199254740993}',
|
||||
],
|
||||
]);
|
||||
expect(() => definitionFromMetadata(big, "v")).toThrow(
|
||||
/too large to represent exactly/,
|
||||
);
|
||||
|
||||
const safe = new Map([
|
||||
[
|
||||
DEFINITION_META_KEY,
|
||||
'{"kind":"select","source_table":"people","limit":42}',
|
||||
],
|
||||
]);
|
||||
expect(definitionFromMetadata(safe, "v").limit).toBe(42);
|
||||
});
|
||||
|
||||
it("creates, refreshes and queries a view", async () => {
|
||||
const view = await db.createMaterializedView("adults", "people", {
|
||||
select: ["name", ["shout", "upper(name)"]],
|
||||
where: "age >= 18",
|
||||
});
|
||||
expect(view.name).toBe("adults");
|
||||
expect(await view.table().countRows()).toBe(0);
|
||||
|
||||
const result = await view.refresh();
|
||||
expect(result.mode).toBe("rebuild");
|
||||
expect(Number(result.rowsWritten)).toBe(2);
|
||||
|
||||
const rows = await view.table().query().toArray();
|
||||
expect(rows.map((r) => r.shout).sort()).toEqual(["ADA", "GRACE"]);
|
||||
});
|
||||
|
||||
it("round-trips the definition", async () => {
|
||||
await db.createMaterializedView("adults", "people", {
|
||||
where: "age >= 18",
|
||||
});
|
||||
const view = await db.openMaterializedView("adults");
|
||||
const definition = await view.definition();
|
||||
expect(definition.sourceTable).toBe("people");
|
||||
expect(definition.filter).toBe("age >= 18");
|
||||
expect(definition.projections).toEqual([
|
||||
["name", "`name`"],
|
||||
["age", "`age`"],
|
||||
]);
|
||||
expect(definition.inputs).toEqual(["age", "name"]);
|
||||
});
|
||||
|
||||
it("refreshes incrementally after an append", async () => {
|
||||
const view = await db.createMaterializedView("copy", "people");
|
||||
await view.refresh();
|
||||
|
||||
const people = await db.openTable("people");
|
||||
await people.add([{ name: "alan", age: 41 }]);
|
||||
const result = await view.refresh();
|
||||
expect(result.mode).toBe("incremental");
|
||||
expect(Number(result.rowsWritten)).toBe(1);
|
||||
expect(await view.table().countRows()).toBe(4);
|
||||
|
||||
expect((await view.refresh()).mode).toBe("no_op");
|
||||
});
|
||||
|
||||
it("lists views and rejects non-views", async () => {
|
||||
await db.createMaterializedView("adults", "people", {
|
||||
where: "age >= 18",
|
||||
});
|
||||
expect(await db.listMaterializedViews()).toEqual(["adults"]);
|
||||
await expect(db.openMaterializedView("people")).rejects.toThrow(
|
||||
"not a materialized view",
|
||||
);
|
||||
});
|
||||
|
||||
it("rejects an invalid expression at create time", async () => {
|
||||
await expect(
|
||||
db.createMaterializedView("bad", "people", {
|
||||
select: [["x", "missing + 1"]],
|
||||
}),
|
||||
).rejects.toThrow("missing");
|
||||
});
|
||||
|
||||
it("rejects invalid numeric options before creating anything", async () => {
|
||||
for (const limit of [-5, 1.5, Infinity, NaN]) {
|
||||
await expect(
|
||||
db.createMaterializedView("bad", "people", { limit }),
|
||||
).rejects.toThrow("non-negative integer");
|
||||
}
|
||||
expect(await db.listMaterializedViews()).toEqual([]);
|
||||
|
||||
const view = await db.createMaterializedView("copy", "people");
|
||||
for (const sourceVersion of [-1, 1.5, Infinity, NaN]) {
|
||||
await expect(view.refresh({ sourceVersion })).rejects.toThrow(
|
||||
"non-negative integer",
|
||||
);
|
||||
}
|
||||
});
|
||||
|
||||
it("quotes bare select names", async () => {
|
||||
await db.createTable("odd_names", [{ "order item": "widget" }], {
|
||||
storageOptions: { newTableEnableStableRowIds: "true" },
|
||||
});
|
||||
const view = await db.createMaterializedView("quoted", "odd_names", {
|
||||
select: ["order item"],
|
||||
});
|
||||
const result = await view.refresh();
|
||||
expect(Number(result.rowsWritten)).toBe(1);
|
||||
});
|
||||
|
||||
it("requires stable row ids on the source", async () => {
|
||||
await db.createTable("plain", [{ x: 1 }]);
|
||||
await expect(db.createMaterializedView("v", "plain")).rejects.toThrow(
|
||||
"stable row ids",
|
||||
);
|
||||
});
|
||||
});
|
||||
@@ -1,14 +0,0 @@
|
||||
// SPDX-License-Identifier: Apache-2.0
|
||||
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
import packageJson = require("../package.json");
|
||||
|
||||
describe("package metadata", () => {
|
||||
it("requires Node.js type declarations compatible with the runtime", () => {
|
||||
expect(packageJson.engines.node).toBe(">= 18");
|
||||
expect(packageJson.peerDependencies["@types/node"]).toBe(">=18");
|
||||
expect(packageJson.peerDependenciesMeta["@types/node"]).toEqual({
|
||||
optional: true,
|
||||
});
|
||||
});
|
||||
});
|
||||
@@ -110,81 +110,6 @@ describe("Query outputSchema", () => {
|
||||
});
|
||||
});
|
||||
|
||||
describe("Search pagination", () => {
|
||||
let tmpDir: tmp.DirResult;
|
||||
let table: Table;
|
||||
|
||||
beforeEach(async () => {
|
||||
tmpDir = tmp.dirSync({ unsafeCleanup: true });
|
||||
const db = await connect(tmpDir.name);
|
||||
const schema = new Schema([
|
||||
new Field("id", new Int64(), false),
|
||||
new Field("text", new Utf8(), false),
|
||||
new Field(
|
||||
"vector",
|
||||
new FixedSizeList(2, new Field("item", new Float32())),
|
||||
false,
|
||||
),
|
||||
]);
|
||||
const data = makeArrowTable(
|
||||
[
|
||||
{ id: 1n, text: "common", vector: [0, 0] },
|
||||
{ id: 2n, text: "common common", vector: [1, 1] },
|
||||
{ id: 3n, text: "common common common", vector: [2, 2] },
|
||||
{ id: 4n, text: "common common common common", vector: [3, 3] },
|
||||
],
|
||||
{ schema },
|
||||
);
|
||||
table = await db.createTable("test", data);
|
||||
});
|
||||
|
||||
afterEach(() => {
|
||||
tmpDir.removeCallback();
|
||||
});
|
||||
|
||||
it("applies offset after the vector search limit", async () => {
|
||||
const allResults = await table
|
||||
.vectorSearch([0, 0])
|
||||
.select(["id"])
|
||||
.limit(4)
|
||||
.toArray();
|
||||
const secondPage = await table
|
||||
.vectorSearch([0, 0])
|
||||
.select(["id"])
|
||||
.limit(2)
|
||||
.offset(2)
|
||||
.toArray();
|
||||
|
||||
expect(allResults).toHaveLength(4);
|
||||
expect(secondPage).toHaveLength(2);
|
||||
expect(secondPage.map((row) => row.id)).toEqual(
|
||||
allResults.slice(2, 4).map((row) => row.id),
|
||||
);
|
||||
});
|
||||
|
||||
it("applies offset after the full-text search limit", async () => {
|
||||
await table.createIndex("text", { config: Index.fts() });
|
||||
|
||||
const allResults = await table
|
||||
.search("common", "fts")
|
||||
.select(["id"])
|
||||
.limit(4)
|
||||
.toArray();
|
||||
const secondPage = await table
|
||||
.search("common", "fts")
|
||||
.select(["id"])
|
||||
.limit(2)
|
||||
.offset(2)
|
||||
.toArray();
|
||||
|
||||
expect(allResults).toHaveLength(4);
|
||||
expect(secondPage).toHaveLength(2);
|
||||
expect(secondPage.map((row) => row.id)).toEqual(
|
||||
allResults.slice(2, 4).map((row) => row.id),
|
||||
);
|
||||
});
|
||||
});
|
||||
|
||||
describe("Query orderBy", () => {
|
||||
let tmpDir: tmp.DirResult;
|
||||
let table: Table;
|
||||
|
||||
@@ -106,77 +106,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])("Registry", (arrow) => {
|
||||
'Embedding function with alias "mock-embedding" already exists',
|
||||
);
|
||||
});
|
||||
test("parseFunctions keeps entries sharing a function name", async () => {
|
||||
class MockEmbeddingFunction extends EmbeddingFunction<string> {
|
||||
ndims() {
|
||||
return 3;
|
||||
}
|
||||
embeddingDataType() {
|
||||
return new arrow.Float32() as apiArrow.Float;
|
||||
}
|
||||
async computeSourceEmbeddings(data: string[]) {
|
||||
return data.map(() => [1, 2, 3]);
|
||||
}
|
||||
}
|
||||
register("mock-embedding")(MockEmbeddingFunction);
|
||||
const parsed = await getRegistry().parseFunctions(
|
||||
new Map([
|
||||
[
|
||||
"embedding_functions",
|
||||
JSON.stringify([
|
||||
{
|
||||
name: "mock-embedding",
|
||||
sourceColumn: "text",
|
||||
vectorColumn: "vector_a",
|
||||
model: {},
|
||||
},
|
||||
{
|
||||
name: "mock-embedding",
|
||||
sourceColumn: "text",
|
||||
vectorColumn: "vector_b",
|
||||
model: {},
|
||||
},
|
||||
]),
|
||||
],
|
||||
]),
|
||||
);
|
||||
expect([...parsed.values()].map((f) => f.vectorColumn)).toEqual([
|
||||
"vector_a",
|
||||
"vector_b",
|
||||
]);
|
||||
|
||||
// The Python bindings write snake_case keys.
|
||||
const snake = await getRegistry().parseFunctions(
|
||||
new Map([
|
||||
[
|
||||
"embedding_functions",
|
||||
JSON.stringify([
|
||||
{
|
||||
name: "mock-embedding",
|
||||
// biome-ignore lint/style/useNamingConvention: the Python wire spelling
|
||||
source_column: "text",
|
||||
// biome-ignore lint/style/useNamingConvention: the Python wire spelling
|
||||
vector_column: "vector_a",
|
||||
model: {},
|
||||
},
|
||||
{
|
||||
name: "mock-embedding",
|
||||
// biome-ignore lint/style/useNamingConvention: the Python wire spelling
|
||||
source_column: "text",
|
||||
// biome-ignore lint/style/useNamingConvention: the Python wire spelling
|
||||
vector_column: "vector_b",
|
||||
model: {},
|
||||
},
|
||||
]),
|
||||
],
|
||||
]),
|
||||
);
|
||||
expect([...snake.keys()]).toEqual(["vector_a", "vector_b"]);
|
||||
expect([...snake.values()].map((f) => f.sourceColumn)).toEqual([
|
||||
"text",
|
||||
"text",
|
||||
]);
|
||||
});
|
||||
test("schema should contain correct metadata", async () => {
|
||||
class MockEmbeddingFunction extends EmbeddingFunction<string> {
|
||||
constructor(args: FunctionOptions = {}) {
|
||||
|
||||
+16
-163
@@ -75,25 +75,6 @@ async function withMockDatabase(
|
||||
}
|
||||
|
||||
describe("remote connection", () => {
|
||||
it("refuses materialized views before issuing any request", async () => {
|
||||
const paths: string[] = [];
|
||||
await withMockDatabase(
|
||||
(req, res) => {
|
||||
paths.push(req.url ?? "");
|
||||
res.writeHead(404).end();
|
||||
},
|
||||
async (db) => {
|
||||
await expect(db.openMaterializedView("secret_table")).rejects.toThrow(
|
||||
/only on local databases/,
|
||||
);
|
||||
await expect(db.listMaterializedViews()).rejects.toThrow(
|
||||
/only on local databases/,
|
||||
);
|
||||
expect(paths).toEqual([]);
|
||||
},
|
||||
);
|
||||
});
|
||||
|
||||
it("should accept partial connection options", async () => {
|
||||
await connect("db://test", {
|
||||
apiKey: "fake",
|
||||
@@ -189,38 +170,6 @@ describe("remote connection", () => {
|
||||
);
|
||||
});
|
||||
|
||||
it("surfaces JSON server errors from remote table operations", async () => {
|
||||
await withMockDatabase(
|
||||
(req, res) => {
|
||||
const path = req.url ?? "";
|
||||
if (path.endsWith("/describe/")) {
|
||||
res.writeHead(200, { "Content-Type": "application/json" }).end(
|
||||
JSON.stringify({
|
||||
name: "broken_table",
|
||||
version: 1,
|
||||
schema: { fields: [] },
|
||||
}),
|
||||
);
|
||||
return;
|
||||
}
|
||||
|
||||
if (path.endsWith("/count_rows/")) {
|
||||
res
|
||||
.writeHead(400, { "Content-Type": "application/json" })
|
||||
.end(JSON.stringify({ error: "count rows failed" }));
|
||||
return;
|
||||
}
|
||||
|
||||
res.writeHead(404).end();
|
||||
},
|
||||
async (db) => {
|
||||
const table = await db.openTable("broken_table");
|
||||
|
||||
await expect(table.countRows()).rejects.toThrow("count rows failed");
|
||||
},
|
||||
);
|
||||
});
|
||||
|
||||
it("should pass on requested extra headers", async () => {
|
||||
await withMockDatabase(
|
||||
(req, res) => {
|
||||
@@ -277,7 +226,7 @@ describe("remote connection", () => {
|
||||
);
|
||||
});
|
||||
|
||||
it("sends FTS options to remote tables", async () => {
|
||||
it("sends the FTS posting block size to remote tables", async () => {
|
||||
let createIndexBody: Record<string, unknown> | undefined;
|
||||
|
||||
await withMockDatabase(
|
||||
@@ -315,11 +264,7 @@ describe("remote connection", () => {
|
||||
async (db) => {
|
||||
const table = await db.openTable("t");
|
||||
await table.createIndex("text", {
|
||||
config: Index.fts({
|
||||
blockSize: 256,
|
||||
removeStopWords: true,
|
||||
customStopWords: ["the"],
|
||||
}),
|
||||
config: Index.fts({ blockSize: 256 }),
|
||||
});
|
||||
},
|
||||
);
|
||||
@@ -327,10 +272,9 @@ describe("remote connection", () => {
|
||||
expect(createIndexBody?.["column"]).toBe("text");
|
||||
expect(createIndexBody?.["index_type"]).toBe("FTS");
|
||||
expect(createIndexBody?.["block_size"]).toBe(256);
|
||||
expect(createIndexBody?.["custom_stop_words"]).toEqual(["the"]);
|
||||
});
|
||||
|
||||
it("diffs and cherry-picks remote branches", async () => {
|
||||
it("diffs and merges remote branches", async () => {
|
||||
const sampleDiff = {
|
||||
fromBranch: "exp",
|
||||
parentVersion: 1,
|
||||
@@ -352,9 +296,10 @@ describe("remote connection", () => {
|
||||
changedColumns: [],
|
||||
addedIndexes: [],
|
||||
removedIndexes: [],
|
||||
errors: [],
|
||||
mergeable: true,
|
||||
mergeBlockers: [],
|
||||
};
|
||||
const cherryPickBodies: Record<string, unknown>[] = [];
|
||||
const mergeBodies: Record<string, unknown>[] = [];
|
||||
|
||||
await withMockDatabase(
|
||||
(req, res) => {
|
||||
@@ -384,16 +329,17 @@ describe("remote connection", () => {
|
||||
.end(JSON.stringify(sampleDiff));
|
||||
return;
|
||||
}
|
||||
if (path.endsWith("/branches/cherry_pick/")) {
|
||||
cherryPickBodies.push(body);
|
||||
if (path.endsWith("/branches/merge/")) {
|
||||
mergeBodies.push(body);
|
||||
const dryRun = body["dry_run"] === true;
|
||||
const response = {
|
||||
status: dryRun ? "ready" : "failed",
|
||||
status: dryRun ? "ready" : "rejected",
|
||||
diff: dryRun
|
||||
? sampleDiff
|
||||
: {
|
||||
...sampleDiff,
|
||||
errors: [
|
||||
mergeable: false,
|
||||
mergeBlockers: [
|
||||
{ code: "baseMoved", message: "main has advanced" },
|
||||
],
|
||||
},
|
||||
@@ -415,19 +361,19 @@ describe("remote connection", () => {
|
||||
|
||||
await expect(branches.diff("exp")).resolves.toEqual(sampleDiff);
|
||||
|
||||
const failed = await branches.cherryPick("exp");
|
||||
expect(failed.status).toBe("failed");
|
||||
expect(failed.diff.errors).toEqual([
|
||||
const rejected = await branches.merge("exp");
|
||||
expect(rejected.status).toBe("rejected");
|
||||
expect(rejected.diff.mergeBlockers).toEqual([
|
||||
{ code: "baseMoved", message: "main has advanced" },
|
||||
]);
|
||||
|
||||
const preview = await branches.cherryPick("exp", true);
|
||||
const preview = await branches.merge("exp", true);
|
||||
expect(preview.status).toBe("ready");
|
||||
expect(preview.preview.promotedColumns).toEqual(["tag"]);
|
||||
},
|
||||
);
|
||||
|
||||
expect(cherryPickBodies).toEqual([
|
||||
expect(mergeBodies).toEqual([
|
||||
// biome-ignore lint/style/useNamingConvention: snake_case mandated by the server wire format
|
||||
{ from_branch: "exp", dry_run: false },
|
||||
// biome-ignore lint/style/useNamingConvention: snake_case mandated by the server wire format
|
||||
@@ -926,96 +872,3 @@ describe("remote connection", () => {
|
||||
});
|
||||
});
|
||||
});
|
||||
|
||||
describe("remote connection jobs surface", () => {
|
||||
it("lists, describes, cancels, and reads history", async () => {
|
||||
const { tableFromArrays, tableToIPC } = await import("apache-arrow");
|
||||
const eventsTable = tableFromArrays({ state: ["created", "succeeded"] });
|
||||
const eventsBody = Buffer.from(tableToIPC(eventsTable, "stream"));
|
||||
|
||||
await withMockDatabase(
|
||||
(req, res) => {
|
||||
let body = "";
|
||||
req.on("data", (chunk) => {
|
||||
body += chunk;
|
||||
});
|
||||
req.on("end", () => {
|
||||
const payload = body.length > 0 ? JSON.parse(body) : {};
|
||||
if (req.url === "/v1/jobs/list") {
|
||||
if (payload["page_token"] === undefined) {
|
||||
res
|
||||
.writeHead(200, { "Content-Type": "application/json" })
|
||||
.end(
|
||||
'{"jobs": [{"job_id": "job-1", "table": "t1", ' +
|
||||
'"job_type": "create_index", "state": "in_progress", ' +
|
||||
'"created_at_millis": 1000}], "page_token": "next"}',
|
||||
);
|
||||
} else {
|
||||
res
|
||||
.writeHead(200, { "Content-Type": "application/json" })
|
||||
.end(
|
||||
'{"jobs": [{"job_id": "job-2", "table": "t2", ' +
|
||||
'"job_type": "create_index", "state": "succeeded", ' +
|
||||
'"created_at_millis": 2000}]}',
|
||||
);
|
||||
}
|
||||
} else if (req.url === "/v1/jobs/describe") {
|
||||
if (payload["job_id"] !== "job-1") {
|
||||
res.writeHead(404).end("no such job");
|
||||
return;
|
||||
}
|
||||
res
|
||||
.writeHead(200, { "Content-Type": "application/json" })
|
||||
.end(
|
||||
'{"job_id": "job-1", "job_type": "create_index", ' +
|
||||
'"job_state": "FAILED", "creation_ms": 1000, ' +
|
||||
'"spec": {"column": "vec"}, "failure": {"phase": "execute", ' +
|
||||
'"message": "worker died", "retryable": true}}',
|
||||
);
|
||||
} else if (req.url === "/v1/jobs/cancel") {
|
||||
if (payload["job_id"] !== "job-1") {
|
||||
res.writeHead(404).end("no such job");
|
||||
return;
|
||||
}
|
||||
res
|
||||
.writeHead(200, { "Content-Type": "application/json" })
|
||||
.end('{"job_id": "job-1"}');
|
||||
} else if (req.url === "/v1/jobs/query_events") {
|
||||
res
|
||||
.writeHead(200, {
|
||||
"Content-Type": "application/vnd.apache.arrow.stream",
|
||||
})
|
||||
.end(eventsBody);
|
||||
} else {
|
||||
res.writeHead(404).end();
|
||||
}
|
||||
});
|
||||
},
|
||||
async (db) => {
|
||||
const jobs = await db.listJobs();
|
||||
expect(jobs.map((job) => job.jobId)).toEqual(["job-1", "job-2"]);
|
||||
expect(jobs[0].state).toEqual("running");
|
||||
expect(jobs[1].state).toEqual("finished");
|
||||
|
||||
const description = await db.getJob("job-1");
|
||||
expect(description?.state).toEqual("failed");
|
||||
expect(JSON.parse(description?.specJson ?? "")).toEqual({
|
||||
column: "vec",
|
||||
});
|
||||
expect(description?.failure?.message).toEqual("worker died");
|
||||
expect(await db.getJob("missing")).toBeNull();
|
||||
|
||||
expect(await db.cancelJob("job-1")).toBe(true);
|
||||
expect(await db.cancelJob("missing")).toBe(false);
|
||||
|
||||
const history = await db.jobHistory("job-1");
|
||||
expect(history.numRows).toEqual(2);
|
||||
|
||||
const job = db.job("job-1");
|
||||
expect(job.id).toEqual("job-1");
|
||||
expect(await job.status()).toEqual("failed");
|
||||
await expect(job.wait()).rejects.toThrow("worker died");
|
||||
},
|
||||
);
|
||||
});
|
||||
});
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user