mirror of
https://github.com/lancedb/lancedb.git
synced 2026-08-26 16:08:43 +00:00
Compare commits
2 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| a65db7038e | |||
| ea133edfca |
+1
-8
@@ -1,5 +1,5 @@
|
||||
[tool.bumpversion]
|
||||
current_version = "0.38.0-beta.2"
|
||||
current_version = "0.32.0-beta.2"
|
||||
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"
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -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
|
||||
@@ -138,26 +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:
|
||||
@@ -206,6 +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
|
||||
@@ -213,7 +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
|
||||
@@ -249,14 +224,6 @@ jobs:
|
||||
uses: actions/setup-python@v6
|
||||
with:
|
||||
python-version: "3.10"
|
||||
# As with Doctest, `pip install -e .` compiles the extension and this job
|
||||
# had no Rust cache, which is most of its ~37 minutes.
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
with:
|
||||
# Restore everywhere, but only save from main. Per-PR saves are
|
||||
# unreadable outside their own branch anyway, since GitHub scopes
|
||||
# caches to the creating ref.
|
||||
save-if: ${{ github.ref == 'refs/heads/main' }}
|
||||
- name: Install lancedb
|
||||
run: |
|
||||
pip install "pydantic<2"
|
||||
|
||||
+13
-53
@@ -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
|
||||
@@ -128,11 +118,6 @@ jobs:
|
||||
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
|
||||
@@ -190,11 +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
|
||||
@@ -207,19 +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
|
||||
@@ -228,11 +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
|
||||
@@ -240,12 +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
|
||||
@@ -271,11 +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: ${{ github.ref == 'refs/heads/main' }}
|
||||
- name: Downgrade dependencies
|
||||
# These packages have newer requirements for MSRV
|
||||
run: |
|
||||
@@ -296,18 +258,16 @@ jobs:
|
||||
cargo update -p aws-types --precise 1.3.9
|
||||
cargo update -p aws-sigv4 --precise 1.3.5
|
||||
cargo update -p aws-credential-types --precise 1.2.8
|
||||
# aws-smithy-checksums must stay at or above 0.63.13: OpenDAL's S3
|
||||
# service needs crc-fast ~1.9, and older releases pin it to ~1.3.
|
||||
cargo update -p aws-smithy-checksums --precise 0.63.13
|
||||
cargo update -p aws-smithy-checksums --precise 0.63.9
|
||||
cargo update -p aws-smithy-runtime --precise 1.9.3
|
||||
cargo update -p aws-smithy-http --precise 0.62.6
|
||||
cargo update -p aws-smithy-eventstream --precise 0.60.14
|
||||
cargo update -p aws-smithy-http --precise 0.62.4
|
||||
cargo update -p aws-smithy-eventstream --precise 0.60.12
|
||||
cargo update -p aws-smithy-http-client --precise 1.1.3
|
||||
cargo update -p aws-smithy-observability --precise 0.1.4
|
||||
cargo update -p aws-smithy-query --precise 0.60.8
|
||||
cargo update -p aws-smithy-runtime-api --precise 1.9.3
|
||||
cargo update -p aws-smithy-async --precise 1.2.7
|
||||
cargo update -p aws-smithy-types --precise 1.3.6
|
||||
cargo update -p aws-smithy-runtime-api --precise 1.9.1
|
||||
cargo update -p aws-smithy-async --precise 1.2.6
|
||||
cargo update -p aws-smithy-types --precise 1.3.5
|
||||
cargo update -p aws-smithy-xml --precise 0.60.11
|
||||
cargo update -p home --precise 0.5.9
|
||||
- name: cargo +${{ matrix.msrv }} check
|
||||
|
||||
@@ -92,8 +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:
|
||||
|
||||
@@ -105,33 +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
+358
-378
File diff suppressed because it is too large
Load Diff
+15
-18
@@ -13,23 +13,20 @@ categories = ["database-implementations"]
|
||||
rust-version = "1.91.0"
|
||||
|
||||
[workspace.dependencies]
|
||||
# TEMPORARY: `ObjectStore::read_dir_page` is not in a lance release yet, so these point at
|
||||
# lance-format/lance#8606 cherry-picked onto the v11.0.0-beta.15 tag. Put the tag back once that
|
||||
# PR has merged and shipped in a release.
|
||||
lance = { "version" = "=11.0.0-beta.15", default-features = false, "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-core = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datagen = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-file = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-io = { "version" = "=11.0.0-beta.15", default-features = false, "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-index = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-linalg = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace-impls = { "version" = "=11.0.0-beta.15", default-features = false, "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-table = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-testing = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datafusion = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-encoding = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-arrow = { "version" = "=11.0.0-beta.15", "rev" = "d7b1d570461c6d2adde8f3a84ae88db4823c726f", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance = { path = "../lance/rust/lance", default-features = false }
|
||||
lance-core = { path = "../lance/rust/lance-core" }
|
||||
lance-datagen = { path = "../lance/rust/lance-datagen" }
|
||||
lance-file = { path = "../lance/rust/lance-file" }
|
||||
lance-io = { path = "../lance/rust/lance-io", default-features = false }
|
||||
lance-index = { path = "../lance/rust/lance-index" }
|
||||
lance-linalg = { path = "../lance/rust/lance-linalg" }
|
||||
lance-namespace = { path = "../lance/rust/lance-namespace" }
|
||||
lance-namespace-impls = { path = "../lance/rust/lance-namespace-impls", default-features = false }
|
||||
lance-table = { path = "../lance/rust/lance-table" }
|
||||
lance-testing = { path = "../lance/rust/lance-testing" }
|
||||
lance-datafusion = { path = "../lance/rust/lance-datafusion" }
|
||||
lance-encoding = { path = "../lance/rust/lance-encoding" }
|
||||
lance-arrow = { path = "../lance/rust/lance-arrow" }
|
||||
ahash = "0.8"
|
||||
# Note that this one does not include pyarrow
|
||||
arrow = { version = "58.0.0", optional = false }
|
||||
@@ -55,7 +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"
|
||||
|
||||
+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
|
||||
|
||||
|
||||
@@ -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" },
|
||||
]
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
@@ -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"
|
||||
+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.2</version>
|
||||
<version>0.32.0-beta.2</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
|
||||
|
||||
|
||||
@@ -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
|
||||
@@ -386,49 +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
|
||||
@@ -443,62 +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)[]>
|
||||
|
||||
***
|
||||
|
||||
### listNamespaces()
|
||||
|
||||
```ts
|
||||
@@ -529,71 +409,6 @@ Child namespace names and
|
||||
|
||||
***
|
||||
|
||||
### listTables()
|
||||
|
||||
#### listTables(options)
|
||||
|
||||
```ts
|
||||
abstract listTables(options?): Promise<ListTablesResponse>
|
||||
```
|
||||
|
||||
List a page of tables in this database.
|
||||
|
||||
Results may be paginated. To retrieve subsequent pages, pass the
|
||||
`pageToken` returned by a previous call. A page may be shorter than
|
||||
`limit` without being the last one, so walk until the 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)>
|
||||
|
||||
Table names and an optional token
|
||||
for fetching the next page.
|
||||
|
||||
#### listTables(namespacePath, options)
|
||||
|
||||
```ts
|
||||
abstract listTables(namespacePath?, options?): Promise<ListTablesResponse>
|
||||
```
|
||||
|
||||
List a page of 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)>
|
||||
|
||||
Table names and an optional token
|
||||
for fetching the next page.
|
||||
|
||||
***
|
||||
|
||||
### openTable()
|
||||
|
||||
```ts
|
||||
@@ -655,7 +470,7 @@ a "not supported" error.
|
||||
|
||||
***
|
||||
|
||||
### ~~tableNames()~~
|
||||
### tableNames()
|
||||
|
||||
#### tableNames(options)
|
||||
|
||||
@@ -677,10 +492,6 @@ Tables will be returned in lexicographical order.
|
||||
|
||||
`Promise`<`string`[]>
|
||||
|
||||
##### Deprecated
|
||||
|
||||
Use [Connection.listTables](Connection.md#listtables) instead.
|
||||
|
||||
#### tableNames(namespacePath, options)
|
||||
|
||||
```ts
|
||||
@@ -703,7 +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`>
|
||||
@@ -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
|
||||
@@ -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)
|
||||
|
||||
@@ -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
|
||||
|
||||
@@ -25,7 +25,6 @@
|
||||
- [Connection](classes/Connection.md)
|
||||
- [HeaderProvider](classes/HeaderProvider.md)
|
||||
- [Index](classes/Index.md)
|
||||
- [Job](classes/Job.md)
|
||||
- [MakeArrowTableOptions](classes/MakeArrowTableOptions.md)
|
||||
- [MatchQuery](classes/MatchQuery.md)
|
||||
- [MergeInsertBuilder](classes/MergeInsertBuilder.md)
|
||||
@@ -58,7 +57,6 @@
|
||||
- [BranchDiff](interfaces/BranchDiff.md)
|
||||
- [BranchIndexSummary](interfaces/BranchIndexSummary.md)
|
||||
- [BranchRowCountSummary](interfaces/BranchRowCountSummary.md)
|
||||
- [BucketStats](interfaces/BucketStats.md)
|
||||
- [ClientConfig](interfaces/ClientConfig.md)
|
||||
- [ColumnAlteration](interfaces/ColumnAlteration.md)
|
||||
- [ColumnOrdering](interfaces/ColumnOrdering.md)
|
||||
@@ -82,7 +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)
|
||||
@@ -91,16 +88,9 @@
|
||||
- [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)
|
||||
- [MemtableStats](interfaces/MemtableStats.md)
|
||||
- [MergeBlocker](interfaces/MergeBlocker.md)
|
||||
- [MergeBranchResult](interfaces/MergeBranchResult.md)
|
||||
- [MergePreview](interfaces/MergePreview.md)
|
||||
@@ -111,7 +101,6 @@
|
||||
- [OptimizeOptions](interfaces/OptimizeOptions.md)
|
||||
- [OptimizeStats](interfaces/OptimizeStats.md)
|
||||
- [QueryExecutionOptions](interfaces/QueryExecutionOptions.md)
|
||||
- [RefreshColumnResult](interfaces/RefreshColumnResult.md)
|
||||
- [RemovalStats](interfaces/RemovalStats.md)
|
||||
- [RenameTableOptions](interfaces/RenameTableOptions.md)
|
||||
- [RestNamespaceConfig](interfaces/RestNamespaceConfig.md)
|
||||
|
||||
@@ -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.
|
||||
@@ -43,34 +43,6 @@ The following tokenizers are available:
|
||||
|
||||
***
|
||||
|
||||
### blockSize?
|
||||
|
||||
```ts
|
||||
optional blockSize: 128 | 256;
|
||||
```
|
||||
|
||||
Number of documents per compressed posting block.
|
||||
|
||||
The default is 128. Supported values are 128 and 256. A value of 256 uses
|
||||
the experimental FTS V3 format and may introduce breaking changes.
|
||||
|
||||
***
|
||||
|
||||
### customStopWords?
|
||||
|
||||
```ts
|
||||
optional customStopWords: string[];
|
||||
```
|
||||
|
||||
Custom stop words that replace the built-in list for `language`.
|
||||
|
||||
This option only affects tokenization when `removeStopWords` is true.
|
||||
|
||||
`undefined` keeps the built-in language list. An empty array explicitly
|
||||
replaces it with no stop words.
|
||||
|
||||
***
|
||||
|
||||
### language?
|
||||
|
||||
```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.
|
||||
@@ -1,33 +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 continue
|
||||
while the response carries a page token rather than while pages are full.
|
||||
|
||||
***
|
||||
|
||||
### pageToken?
|
||||
|
||||
```ts
|
||||
optional pageToken: string;
|
||||
```
|
||||
|
||||
Token from a previous response for pagination.
|
||||
|
||||
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.
|
||||
|
||||
***
|
||||
|
||||
|
||||
@@ -1,60 +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.
|
||||
@@ -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;
|
||||
```
|
||||
@@ -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
|
||||
|
||||
+52
-143
@@ -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
|
||||
@@ -46,14 +34,8 @@ listing a storage directory.
|
||||
|
||||
::: lancedb.table.FragmentSummaryStats
|
||||
|
||||
::: lancedb.table.TableStatistics
|
||||
|
||||
::: lancedb.table.Tags
|
||||
|
||||
::: lancedb.table.Branches
|
||||
|
||||
::: lancedb.LsmWriteSpec
|
||||
|
||||
## Expressions
|
||||
|
||||
Type-safe expression builder for filters and projections. Use these instead
|
||||
@@ -80,46 +62,29 @@ of raw SQL strings with [where][lancedb.query.LanceQueryBuilder.where] and
|
||||
|
||||
::: lancedb.query.LanceHybridQueryBuilder
|
||||
|
||||
::: lancedb.query.LanceEmptyQueryBuilder
|
||||
|
||||
::: lancedb.query.LanceTakeQueryBuilder
|
||||
|
||||
## Full text queries
|
||||
|
||||
Structured full text queries can be passed to
|
||||
[Table.search][lancedb.table.Table.search] or
|
||||
[AsyncTable.search][lancedb.table.AsyncTable.search] in place of a query string,
|
||||
and combined with [BooleanQuery][lancedb.query.BooleanQuery].
|
||||
|
||||
::: lancedb.query.FullTextQuery
|
||||
|
||||
::: lancedb.query.MatchQuery
|
||||
|
||||
::: lancedb.query.PhraseQuery
|
||||
|
||||
::: lancedb.query.BoostQuery
|
||||
|
||||
::: lancedb.query.MultiMatchQuery
|
||||
|
||||
::: lancedb.query.BooleanQuery
|
||||
|
||||
::: lancedb.query.FullTextOperator
|
||||
|
||||
::: lancedb.query.Occur
|
||||
|
||||
## Embeddings
|
||||
|
||||
::: lancedb.embeddings
|
||||
options:
|
||||
show_root_heading: false
|
||||
show_root_toc_entry: false
|
||||
::: lancedb.embeddings.registry.EmbeddingFunctionRegistry
|
||||
|
||||
::: lancedb.embeddings.base.EmbeddingFunctionConfig
|
||||
|
||||
::: lancedb.embeddings.base.EmbeddingFunction
|
||||
|
||||
::: lancedb.embeddings.base.TextEmbeddingFunction
|
||||
|
||||
::: lancedb.embeddings.sentence_transformers.SentenceTransformerEmbeddings
|
||||
|
||||
::: lancedb.embeddings.openai.OpenAIEmbeddings
|
||||
|
||||
::: lancedb.embeddings.open_clip.OpenClipEmbeddings
|
||||
|
||||
## Remote configuration
|
||||
|
||||
::: lancedb.remote
|
||||
options:
|
||||
show_root_heading: false
|
||||
show_root_toc_entry: false
|
||||
::: lancedb.remote.ClientConfig
|
||||
|
||||
::: lancedb.remote.TimeoutConfig
|
||||
|
||||
::: lancedb.remote.RetryConfig
|
||||
|
||||
## Context
|
||||
|
||||
@@ -129,50 +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
|
||||
|
||||
@@ -180,14 +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
|
||||
@@ -196,30 +114,19 @@ instead of being materialized with the rest of the row.
|
||||
|
||||
::: lancedb.pydantic.vector
|
||||
|
||||
::: lancedb.pydantic.Vector
|
||||
|
||||
::: lancedb.pydantic.MultiVector
|
||||
|
||||
::: lancedb.pydantic.LanceModel
|
||||
|
||||
## PyTorch
|
||||
|
||||
::: lancedb.streaming.StreamingDataset
|
||||
|
||||
::: lancedb.permutation.permutation_builder
|
||||
|
||||
::: lancedb.permutation.PermutationBuilder
|
||||
|
||||
::: lancedb.permutation.Permutation
|
||||
|
||||
::: lancedb.permutation.Transforms
|
||||
|
||||
## Reranking
|
||||
|
||||
::: lancedb.rerankers
|
||||
options:
|
||||
show_root_heading: false
|
||||
show_root_toc_entry: false
|
||||
::: lancedb.rerankers.linear_combination.LinearCombinationReranker
|
||||
|
||||
::: lancedb.rerankers.cohere.CohereReranker
|
||||
|
||||
::: lancedb.rerankers.colbert.ColbertReranker
|
||||
|
||||
::: lancedb.rerankers.cross_encoder.CrossEncoderReranker
|
||||
|
||||
::: lancedb.rerankers.openai.OpenaiReranker
|
||||
|
||||
## Connections (Asynchronous)
|
||||
|
||||
@@ -230,12 +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.
|
||||
@@ -244,20 +145,32 @@ Table hold your actual data as a collection of records / rows.
|
||||
|
||||
::: lancedb.table.AsyncTags
|
||||
|
||||
::: lancedb.table.AsyncBranches
|
||||
|
||||
## Indices (Asynchronous)
|
||||
|
||||
Indices can be created on a table to speed up queries. This section
|
||||
lists the indices that LanceDb supports.
|
||||
|
||||
::: lancedb.index
|
||||
options:
|
||||
show_root_heading: false
|
||||
show_root_toc_entry: false
|
||||
# `lang_mapping` is defined in the module rather than imported, so it is
|
||||
# picked up despite not being in `__all__`. It is an internal lookup table.
|
||||
filters: ["!^_", "!^lang_mapping$"]
|
||||
::: lancedb.index.BTree
|
||||
|
||||
::: lancedb.index.Bitmap
|
||||
|
||||
::: lancedb.index.LabelList
|
||||
|
||||
::: lancedb.index.FTS
|
||||
|
||||
::: lancedb.index.IvfPq
|
||||
|
||||
::: lancedb.index.HnswPq
|
||||
|
||||
::: lancedb.index.HnswSq
|
||||
|
||||
::: lancedb.index.IvfFlat
|
||||
|
||||
::: lancedb.index.IvfSq
|
||||
|
||||
::: lancedb.index.IvfRq
|
||||
|
||||
::: lancedb.index.HnswFlat
|
||||
|
||||
::: lancedb.table.IndexStatistics
|
||||
|
||||
@@ -285,7 +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.2</version>
|
||||
<version>0.32.0-beta.2</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.2</version>
|
||||
<version>0.32.0-beta.2</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>11.0.0-beta.15</lance-core.version>
|
||||
<lance-core.version>10.0.0-beta.2</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
|
||||
|
||||
|
||||
+1
-1
@@ -1,7 +1,7 @@
|
||||
[package]
|
||||
name = "lancedb-nodejs"
|
||||
edition.workspace = true
|
||||
version = "0.38.0-beta.2"
|
||||
version = "0.32.0-beta.2"
|
||||
publish = false
|
||||
license.workspace = true
|
||||
description.workspace = true
|
||||
|
||||
@@ -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"];
|
||||
@@ -204,35 +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),
|
||||
@@ -1027,148 +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", () => {
|
||||
@@ -95,16 +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);
|
||||
@@ -135,56 +119,6 @@ describe("given a connection", () => {
|
||||
expect(tables).toEqual(["b", "c"]);
|
||||
});
|
||||
|
||||
it("should list tables with a page token", 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 paging", 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.sort()).toEqual(created);
|
||||
});
|
||||
|
||||
it("should reject listTables on a closed connection", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
db.close();
|
||||
await expect(db.listTables()).rejects.toThrow("Connection is closed");
|
||||
});
|
||||
|
||||
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> {
|
||||
|
||||
@@ -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;
|
||||
|
||||
@@ -15,7 +15,6 @@ import {
|
||||
OAuthHeaderProvider,
|
||||
StaticHeaderProvider,
|
||||
} from "../lancedb/header";
|
||||
import { Index } from "../lancedb/indices";
|
||||
|
||||
// Test-only header providers
|
||||
class CustomProvider extends HeaderProvider {
|
||||
@@ -170,38 +169,6 @@ 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) => {
|
||||
@@ -258,59 +225,6 @@ describe("remote connection", () => {
|
||||
);
|
||||
});
|
||||
|
||||
it("sends FTS options to remote tables", async () => {
|
||||
let createIndexBody: Record<string, unknown> | undefined;
|
||||
|
||||
await withMockDatabase(
|
||||
(req, res) => {
|
||||
const path = req.url ?? "";
|
||||
if (path.endsWith("/describe/")) {
|
||||
res.writeHead(200, { "Content-Type": "application/json" }).end(
|
||||
JSON.stringify({
|
||||
name: "t",
|
||||
version: 1,
|
||||
schema: {
|
||||
fields: [
|
||||
{ name: "text", type: { type: "string" }, nullable: false },
|
||||
],
|
||||
},
|
||||
}),
|
||||
);
|
||||
return;
|
||||
}
|
||||
|
||||
if (path.endsWith("/create_index/")) {
|
||||
let raw = "";
|
||||
req.on("data", (chunk) => {
|
||||
raw += chunk;
|
||||
});
|
||||
req.on("end", () => {
|
||||
createIndexBody = JSON.parse(raw);
|
||||
res.writeHead(200).end();
|
||||
});
|
||||
return;
|
||||
}
|
||||
|
||||
res.writeHead(404).end();
|
||||
},
|
||||
async (db) => {
|
||||
const table = await db.openTable("t");
|
||||
await table.createIndex("text", {
|
||||
config: Index.fts({
|
||||
blockSize: 256,
|
||||
removeStopWords: true,
|
||||
customStopWords: ["the"],
|
||||
}),
|
||||
});
|
||||
},
|
||||
);
|
||||
|
||||
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 merges remote branches", async () => {
|
||||
const sampleDiff = {
|
||||
fromBranch: "exp",
|
||||
@@ -909,96 +823,3 @@ 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");
|
||||
},
|
||||
);
|
||||
});
|
||||
});
|
||||
|
||||
@@ -86,44 +86,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
await expect(table.countRows()).resolves.toBe(3);
|
||||
});
|
||||
|
||||
it("should support a foreign Float64 vector schema end to end", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const schema = new arrow.Schema([
|
||||
new arrow.Field("resource_id", new arrow.Int32(), false),
|
||||
new arrow.Field(
|
||||
"vector",
|
||||
new arrow.FixedSizeList(
|
||||
3,
|
||||
new arrow.Field("value", new arrow.Float64(), true),
|
||||
),
|
||||
false,
|
||||
),
|
||||
]);
|
||||
const data = [
|
||||
{
|
||||
// biome-ignore lint/style/useNamingConvention: matches the reported schema
|
||||
resource_id: 0,
|
||||
vector: [0.1, 0.1, 0.1],
|
||||
},
|
||||
];
|
||||
|
||||
const resources = await conn.createTable("resources", data, { schema });
|
||||
|
||||
const existing = await resources
|
||||
.query()
|
||||
.where("resource_id = 0")
|
||||
.limit(1)
|
||||
.toArray();
|
||||
expect(existing).toHaveLength(1);
|
||||
|
||||
const matched = await resources
|
||||
.search(Float64Array.from(data[0].vector))
|
||||
.limit(1)
|
||||
.toArray();
|
||||
expect(matched).toHaveLength(1);
|
||||
expect(matched[0]["resource_id"]).toBe(0);
|
||||
});
|
||||
|
||||
it("should support branches", async () => {
|
||||
await table.add([{ id: 1 }]);
|
||||
expect(await table.countRows()).toBe(1);
|
||||
@@ -277,16 +239,8 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
},
|
||||
numIndices: 0,
|
||||
numRows: 3,
|
||||
// Full on-disk size of the two data files, footers and metadata included.
|
||||
totalBytes: 684,
|
||||
totalBytes: 44,
|
||||
});
|
||||
|
||||
// Index files count toward totalBytes too (only deletion files and
|
||||
// manifests are excluded).
|
||||
await table.createIndex("id", { config: Index.btree() });
|
||||
const statsWithIndex = await table.stats();
|
||||
expect(statsWithIndex.numIndices).toBe(1);
|
||||
expect(statsWithIndex.totalBytes).toBeGreaterThan(684);
|
||||
});
|
||||
|
||||
it("should overwrite data if asked", async () => {
|
||||
@@ -573,14 +527,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
);
|
||||
});
|
||||
|
||||
it("should expose useLsm on takeRowIds as the base-only escape hatch", async () => {
|
||||
await table.add([{ id: 1 }, { id: 2 }, { id: 3 }]);
|
||||
// useLsm(false) is reachable on TakeQuery (the escape hatch for MemWAL tables,
|
||||
// where take-by-row-id auto-routes to the LSM scanner and is rejected).
|
||||
const res = await table.takeRowIds([0, 2]).useLsm(false).toArray();
|
||||
expect(res.map((r) => r.id)).toEqual([1, 3]);
|
||||
});
|
||||
|
||||
it("should throw for negative number in takeRowIds", () => {
|
||||
expect(() => table.takeRowIds([-1])).toThrow("Row id cannot be negative");
|
||||
expect(() => table.takeRowIds([0, -5, 2])).toThrow(
|
||||
@@ -897,11 +843,7 @@ describe("When creating an index", () => {
|
||||
afterEach(() => tmpDir.removeCallback());
|
||||
|
||||
it("should create a vector index on vector columns", async () => {
|
||||
const job = await tbl.createIndexAsync("vec");
|
||||
expect(job.id).toBeNull();
|
||||
await job.wait();
|
||||
// Cancelling a job that already finished succeeds and does nothing.
|
||||
await job.cancel();
|
||||
await tbl.createIndex("vec");
|
||||
|
||||
// check index directory
|
||||
const indexDir = path.join(tmpDir.name, "test.lance", "_indices");
|
||||
@@ -2585,35 +2527,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
expect(results3.length).toBe(1);
|
||||
});
|
||||
|
||||
test("full text search with custom posting block size", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
const data = [
|
||||
{ text: "hello world", vector: [0.1, 0.2, 0.3] },
|
||||
{ text: "goodbye world", vector: [0.4, 0.5, 0.6] },
|
||||
];
|
||||
const table = await db.createTable("test", data);
|
||||
await table.createIndex("text", {
|
||||
config: Index.fts({ blockSize: 256 }),
|
||||
});
|
||||
|
||||
const index = (await table.listIndices()).find(
|
||||
(index) => index.indexType === "FTS",
|
||||
);
|
||||
expect(index?.indexVersion).toBe(3);
|
||||
expect(
|
||||
(index?.indexDetails as Record<string, unknown>)["block_size"],
|
||||
).toBe(256);
|
||||
|
||||
const results = await table.search("hello").toArray();
|
||||
expect(results[0].text).toBe(data[0].text);
|
||||
});
|
||||
|
||||
test("rejects invalid full text posting block size", () => {
|
||||
expect(() => Index.fts({ blockSize: 129 as 128 | 256 })).toThrow(
|
||||
"128 or 256",
|
||||
);
|
||||
});
|
||||
|
||||
test("full text search without lowercase", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
const data = [
|
||||
@@ -2819,15 +2732,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
},
|
||||
);
|
||||
|
||||
test("tokenize supports custom stop words", async () => {
|
||||
const tokens = await tokenize("the lance data", {
|
||||
stem: false,
|
||||
removeStopWords: true,
|
||||
customStopWords: ["lance"],
|
||||
});
|
||||
expect(tokens.map((token) => token.text)).toEqual(["the", "data"]);
|
||||
});
|
||||
|
||||
describe("when calling explainPlan", () => {
|
||||
let tmpDir: tmp.DirResult;
|
||||
let table: Table;
|
||||
@@ -3266,14 +3170,14 @@ describe("LSM merge insert", () => {
|
||||
await table.closeLsmWriters();
|
||||
});
|
||||
|
||||
it("falls back to the standard path with useLsm(false)", async () => {
|
||||
it("falls back to the standard path with useLsmWrite(false)", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const table = await bucketTable(conn);
|
||||
|
||||
const res = await table
|
||||
.mergeInsert("id")
|
||||
.whenNotMatchedInsertAll()
|
||||
.useLsm(false)
|
||||
.useLsmWrite(false)
|
||||
.execute([
|
||||
{ id: "b", value: 9 },
|
||||
{ id: "e", value: 5 },
|
||||
@@ -3307,153 +3211,4 @@ describe("LSM merge insert", () => {
|
||||
.execute([{ id: "g", value: 7 }]),
|
||||
).rejects.toThrow();
|
||||
});
|
||||
|
||||
it("auto-routes reads through the MemWAL scanner", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const table = await bucketTable(conn); // base ids "a", "b"
|
||||
|
||||
await table
|
||||
.mergeInsert("id")
|
||||
.whenMatchedUpdateAll()
|
||||
.whenNotMatchedInsertAll()
|
||||
.execute([{ id: "c", value: 3 }]);
|
||||
|
||||
// Default read auto-routes and includes the active memtable row.
|
||||
const lsm = await table.query().toArray();
|
||||
expect(lsm.map((r) => r.id).sort()).toEqual(["a", "b", "c"]);
|
||||
|
||||
// useLsm(false) bypasses the MemWAL and reads the base table only.
|
||||
const baseOnly = await table.query().useLsm(false).toArray();
|
||||
expect(baseOnly.map((r) => r.id).sort()).toEqual(["a", "b"]);
|
||||
});
|
||||
|
||||
it("reads the base table when no LSM spec is installed", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const table = await conn.createEmptyTable(
|
||||
"plain",
|
||||
new arrow.Schema([new arrow.Field("id", new arrow.Utf8(), false)]),
|
||||
);
|
||||
// No spec: default read and useLsm(false) both succeed against the base table.
|
||||
await expect(table.query().toArray()).resolves.toBeDefined();
|
||||
await expect(table.query().useLsm(false).toArray()).resolves.toBeDefined();
|
||||
// useLsm(true) demands MemWAL routing; without a spec it errors.
|
||||
await expect(table.query().useLsm(true).toArray()).rejects.toThrow();
|
||||
});
|
||||
});
|
||||
|
||||
describe("LSM convergence and stats", () => {
|
||||
let tmpDir: tmp.DirResult;
|
||||
|
||||
beforeEach(() => {
|
||||
tmpDir = tmp.dirSync({ unsafeCleanup: true });
|
||||
});
|
||||
afterEach(() => tmpDir.removeCallback());
|
||||
|
||||
async function lsmTable(conn: Connection): Promise<Table> {
|
||||
const table = await conn.createEmptyTable(
|
||||
"t",
|
||||
new arrow.Schema([new arrow.Field("id", new arrow.Utf8(), false)]),
|
||||
);
|
||||
await table.setUnenforcedPrimaryKey("id");
|
||||
await table.setLsmWriteSpec({ specType: "unsharded" });
|
||||
return table;
|
||||
}
|
||||
|
||||
// These four route through the server that owns the MemWAL, so a local table
|
||||
// rejects them rather than answering. What is asserted here is that the
|
||||
// bindings reach the core at all; the behavior against a real endpoint is
|
||||
// covered by the mocked endpoint tests in rust/lancedb/src/remote/table.rs.
|
||||
it("rejects flushLsm on a local table", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const table = await lsmTable(conn);
|
||||
|
||||
await expect(table.flushLsm()).rejects.toThrow(/not supported/i);
|
||||
});
|
||||
|
||||
it("rejects compactLsm on a local table", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const table = await lsmTable(conn);
|
||||
|
||||
await expect(table.compactLsm()).rejects.toThrow(/not supported/i);
|
||||
});
|
||||
|
||||
it("rejects getLsmStats on a local table", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const table = await lsmTable(conn);
|
||||
|
||||
await expect(table.getLsmStats()).rejects.toThrow(/not supported/i);
|
||||
await expect(table.getLsmStats(true)).rejects.toThrow(/not supported/i);
|
||||
});
|
||||
|
||||
it("rejects checkpointLsm on a local table", async () => {
|
||||
const conn = await connect(tmpDir.name);
|
||||
const table = await lsmTable(conn);
|
||||
|
||||
// checkpointLsm seals first, so it surfaces flushLsm's rejection.
|
||||
await expect(table.checkpointLsm()).rejects.toThrow(/not supported/i);
|
||||
});
|
||||
});
|
||||
|
||||
describe("computed columns", () => {
|
||||
let tmpDir: tmp.DirResult;
|
||||
beforeEach(() => {
|
||||
tmpDir = tmp.dirSync({ unsafeCleanup: true });
|
||||
});
|
||||
afterEach(() => tmpDir.removeCallback());
|
||||
|
||||
it("declares a column and fills it on refresh", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
const table = await db.createTable("computed", [{ x: 1 }, { x: 2 }]);
|
||||
|
||||
await table.addColumns({
|
||||
computed: [{ name: "doubled", valueSql: "x * 2" }],
|
||||
});
|
||||
let rows = await table.query().toArray();
|
||||
expect(rows.map((r) => r.doubled)).toEqual([null, null]);
|
||||
|
||||
const result = await table.refreshColumn("doubled");
|
||||
expect(result.rowsFilled).toBe(2);
|
||||
|
||||
rows = await table.query().toArray();
|
||||
expect(rows.map((r) => r.doubled).sort()).toEqual([2, 4]);
|
||||
});
|
||||
|
||||
it("returns a job handle from refreshColumnAsync", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
const table = await db.createTable("computed_job", [{ x: 1 }, { x: 2 }]);
|
||||
|
||||
await table.addColumns({
|
||||
computed: [{ name: "doubled", valueSql: "x * 2" }],
|
||||
});
|
||||
|
||||
const job = await table.refreshColumnAsync("doubled");
|
||||
expect(job.id).toBeNull();
|
||||
await job.wait();
|
||||
expect(await job.status()).toBe("finished");
|
||||
|
||||
const rows = await table.query().toArray();
|
||||
expect(rows.map((r) => r.doubled).sort()).toEqual([2, 4]);
|
||||
|
||||
// Bad input rejects at the call, not through the job.
|
||||
await expect(table.refreshColumnAsync("x")).rejects.toThrow(
|
||||
"not a computed column",
|
||||
);
|
||||
});
|
||||
|
||||
it("fills rows added since the last refresh", async () => {
|
||||
const db = await connect(tmpDir.name);
|
||||
const table = await db.createTable("computed_append", [{ x: 1 }]);
|
||||
|
||||
await table.addColumns({
|
||||
computed: [{ name: "doubled", valueSql: "x * 2" }],
|
||||
});
|
||||
await table.refreshColumn("doubled");
|
||||
await table.add([{ x: 5 }]);
|
||||
|
||||
const result = await table.refreshColumn("doubled");
|
||||
expect(result.rowsFilled).toBe(1);
|
||||
|
||||
const rows = await table.query().toArray();
|
||||
expect(rows.map((r) => r.doubled).sort()).toEqual([10, 2]);
|
||||
});
|
||||
});
|
||||
|
||||
@@ -29,14 +29,8 @@ test("full text search", async () => {
|
||||
const tbl = await db.createTable("myVectors", data, { mode: "overwrite" });
|
||||
|
||||
await tbl.createIndex("doc", {
|
||||
config: lancedb.Index.fts({
|
||||
stem: false,
|
||||
removeStopWords: true,
|
||||
customStopWords: ["banana"],
|
||||
}),
|
||||
config: lancedb.Index.fts(),
|
||||
});
|
||||
const tokens = await tbl.tokenize("apple banana", { column: "doc" });
|
||||
expect(tokens.map((token) => token.text)).toEqual(["apple"]);
|
||||
|
||||
// --8<-- [start:full_text_search]
|
||||
const result = await tbl
|
||||
|
||||
@@ -1,7 +1,6 @@
|
||||
// SPDX-License-Identifier: Apache-2.0
|
||||
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
import { tableFromIPC } from "apache-arrow";
|
||||
import {
|
||||
Data,
|
||||
SchemaLike,
|
||||
@@ -21,18 +20,13 @@ import type {
|
||||
CreateNamespaceResponse,
|
||||
DescribeNamespaceResponse,
|
||||
DropNamespaceResponse,
|
||||
Job,
|
||||
JobDescription,
|
||||
JobInfo,
|
||||
ListNamespacesResponse,
|
||||
ListTablesResponse,
|
||||
} from "./native";
|
||||
export type {
|
||||
CreateNamespaceResponse,
|
||||
DescribeNamespaceResponse,
|
||||
DropNamespaceResponse,
|
||||
ListNamespacesResponse,
|
||||
ListTablesResponse,
|
||||
};
|
||||
import { sanitizeTable } from "./sanitize";
|
||||
import { LocalTable, Table } from "./table";
|
||||
@@ -130,10 +124,6 @@ export interface OpenTableOptions {
|
||||
indexCacheSize?: number;
|
||||
}
|
||||
|
||||
/**
|
||||
* @deprecated Use {@link ListTablesOptions} with {@link Connection.listTables}
|
||||
* instead.
|
||||
*/
|
||||
export interface TableNamesOptions {
|
||||
/**
|
||||
* If present, only return names that come lexicographically after the
|
||||
@@ -147,23 +137,6 @@ export interface TableNamesOptions {
|
||||
limit?: number;
|
||||
}
|
||||
|
||||
export interface ListTablesOptions {
|
||||
/**
|
||||
* Token from a previous response for pagination.
|
||||
*
|
||||
* The token is opaque: it carries whatever the database needs to resume, and
|
||||
* callers should not construct or interpret one.
|
||||
*/
|
||||
pageToken?: string;
|
||||
/**
|
||||
* An upper bound on how many tables to return.
|
||||
*
|
||||
* A page may hold fewer than this and still not be the last one, so continue
|
||||
* while the response carries a page token rather than while pages are full.
|
||||
*/
|
||||
limit?: number;
|
||||
}
|
||||
|
||||
export interface ListNamespacesOptions {
|
||||
/** Token from a previous response for pagination. */
|
||||
pageToken?: string;
|
||||
@@ -248,7 +221,6 @@ export abstract class Connection {
|
||||
* @param {Partial<TableNamesOptions>} options - options to control the
|
||||
* paging / start point (backwards compatibility)
|
||||
*
|
||||
* @deprecated Use {@link Connection.listTables} instead.
|
||||
*/
|
||||
abstract tableNames(options?: Partial<TableNamesOptions>): Promise<string[]>;
|
||||
/**
|
||||
@@ -259,54 +231,12 @@ export abstract class Connection {
|
||||
* @param {Partial<TableNamesOptions>} options - options to control the
|
||||
* paging / start point
|
||||
*
|
||||
* @deprecated Use {@link Connection.listTables} instead.
|
||||
*/
|
||||
abstract tableNames(
|
||||
namespacePath?: string[],
|
||||
options?: Partial<TableNamesOptions>,
|
||||
): Promise<string[]>;
|
||||
|
||||
/**
|
||||
* List a page of tables in this database.
|
||||
*
|
||||
* Results may be paginated. To retrieve subsequent pages, pass the
|
||||
* `pageToken` returned by a previous call. A page may be shorter than
|
||||
* `limit` without being the last one, so walk until the 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);
|
||||
* ```
|
||||
*
|
||||
* @param {Partial<ListTablesOptions>} options - Pagination options
|
||||
* (`pageToken`, `limit`).
|
||||
* @returns {Promise<ListTablesResponse>} Table names and an optional token
|
||||
* for fetching the next page.
|
||||
*/
|
||||
abstract listTables(
|
||||
options?: Partial<ListTablesOptions>,
|
||||
): Promise<ListTablesResponse>;
|
||||
/**
|
||||
* List a page of tables in this database.
|
||||
*
|
||||
* @param {string[]} namespacePath - The namespace path to list tables from
|
||||
* (defaults to root namespace)
|
||||
* @param {Partial<ListTablesOptions>} options - Pagination options
|
||||
* (`pageToken`, `limit`).
|
||||
* @returns {Promise<ListTablesResponse>} Table names and an optional token
|
||||
* for fetching the next page.
|
||||
*/
|
||||
abstract listTables(
|
||||
namespacePath?: string[],
|
||||
options?: Partial<ListTablesOptions>,
|
||||
): Promise<ListTablesResponse>;
|
||||
|
||||
/**
|
||||
* Open a table in the database.
|
||||
* @param {string} name - The name of the table
|
||||
@@ -393,14 +323,6 @@ export abstract class Connection {
|
||||
*/
|
||||
abstract dropTable(name: string, namespacePath?: string[]): Promise<void>;
|
||||
|
||||
/**
|
||||
* 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.
|
||||
*/
|
||||
abstract dropTableAsync(name: string, namespacePath?: string[]): Promise<Job>;
|
||||
|
||||
/**
|
||||
* Drop all tables in the database.
|
||||
* @param {string[]} namespacePath The namespace path to drop tables from (defaults to root namespace).
|
||||
@@ -514,40 +436,6 @@ export abstract class Connection {
|
||||
newName: string,
|
||||
options?: RenameTableOptions,
|
||||
): Promise<void>;
|
||||
|
||||
/**
|
||||
* A {@link Job} 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.
|
||||
*/
|
||||
abstract job(jobId: string): Job;
|
||||
|
||||
/** List server-side jobs across the database's tables. */
|
||||
abstract listJobs(): Promise<JobInfo[]>;
|
||||
|
||||
/**
|
||||
* Describe a single server-side job by id.
|
||||
*
|
||||
* Resolves to `null` when the server has no such job.
|
||||
*/
|
||||
abstract getJob(jobId: string): Promise<JobDescription | null>;
|
||||
|
||||
/**
|
||||
* 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.
|
||||
*/
|
||||
abstract cancelJob(jobId: string): Promise<boolean>;
|
||||
|
||||
/**
|
||||
* The lifecycle event history of a server-side job, as an Arrow table.
|
||||
*
|
||||
* Lists history across all jobs when `jobId` is omitted.
|
||||
*/
|
||||
abstract jobHistory(jobId?: string): Promise<ArrowTable>;
|
||||
}
|
||||
|
||||
/** @hideconstructor */
|
||||
@@ -597,29 +485,6 @@ export class LocalConnection extends Connection {
|
||||
);
|
||||
}
|
||||
|
||||
async listTables(
|
||||
namespacePathOrOptions?: string[] | Partial<ListTablesOptions>,
|
||||
options?: Partial<ListTablesOptions>,
|
||||
): Promise<ListTablesResponse> {
|
||||
// Detect if first argument is namespacePath array or options object
|
||||
let namespacePath: string[] | undefined;
|
||||
let listTablesOptions: Partial<ListTablesOptions> | undefined;
|
||||
|
||||
if (Array.isArray(namespacePathOrOptions)) {
|
||||
namespacePath = namespacePathOrOptions;
|
||||
listTablesOptions = options;
|
||||
} else {
|
||||
namespacePath = undefined;
|
||||
listTablesOptions = namespacePathOrOptions;
|
||||
}
|
||||
|
||||
return this.inner.listTables(
|
||||
namespacePath ?? [],
|
||||
listTablesOptions?.pageToken,
|
||||
listTablesOptions?.limit,
|
||||
);
|
||||
}
|
||||
|
||||
async openTable(
|
||||
name: string,
|
||||
namespacePath?: string[],
|
||||
@@ -802,10 +667,6 @@ export class LocalConnection extends Connection {
|
||||
return this.inner.dropTable(name, namespacePath ?? []);
|
||||
}
|
||||
|
||||
async dropTableAsync(name: string, namespacePath?: string[]): Promise<Job> {
|
||||
return this.inner.dropTableAsync(name, namespacePath ?? []);
|
||||
}
|
||||
|
||||
async dropAllTables(namespacePath?: string[]): Promise<void> {
|
||||
return this.inner.dropAllTables(namespacePath ?? []);
|
||||
}
|
||||
@@ -861,30 +722,6 @@ export class LocalConnection extends Connection {
|
||||
options?.newNamespacePath,
|
||||
);
|
||||
}
|
||||
|
||||
job(jobId: string): Job {
|
||||
return this.inner.job(jobId);
|
||||
}
|
||||
|
||||
async listJobs(): Promise<JobInfo[]> {
|
||||
return this.inner.listJobs();
|
||||
}
|
||||
|
||||
async getJob(jobId: string): Promise<JobDescription | null> {
|
||||
return this.inner.getJob(jobId);
|
||||
}
|
||||
|
||||
async cancelJob(jobId: string): Promise<boolean> {
|
||||
return this.inner.cancelJob(jobId);
|
||||
}
|
||||
|
||||
async jobHistory(jobId?: string): Promise<ArrowTable> {
|
||||
const buf = await this.inner.jobHistory(jobId);
|
||||
if (buf.length === 0) {
|
||||
return new ArrowTable();
|
||||
}
|
||||
return tableFromIPC(buf);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
|
||||
+1
-25
@@ -50,7 +50,6 @@ export {
|
||||
MergeResult,
|
||||
AddResult,
|
||||
AddColumnsResult,
|
||||
RefreshColumnResult,
|
||||
AlterColumnsResult,
|
||||
UpdateFieldMetadataResult,
|
||||
DeleteResult,
|
||||
@@ -75,26 +74,18 @@ export {
|
||||
Connection,
|
||||
CreateTableOptions,
|
||||
TableNamesOptions,
|
||||
ListTablesOptions,
|
||||
OpenTableOptions,
|
||||
ListNamespacesOptions,
|
||||
CreateNamespaceOptions,
|
||||
DropNamespaceOptions,
|
||||
ListNamespacesResponse,
|
||||
ListTablesResponse,
|
||||
CreateNamespaceResponse,
|
||||
DropNamespaceResponse,
|
||||
DescribeNamespaceResponse,
|
||||
RenameTableOptions,
|
||||
} from "./connection";
|
||||
|
||||
export {
|
||||
Job,
|
||||
JobDescription,
|
||||
JobFailureInfo,
|
||||
JobInfo,
|
||||
Session,
|
||||
} from "./native.js";
|
||||
export { Session } from "./native.js";
|
||||
|
||||
export {
|
||||
ExecutableQuery,
|
||||
@@ -149,10 +140,6 @@ export {
|
||||
FtsToken,
|
||||
TokenizeTableOptions,
|
||||
LsmWriteSpec,
|
||||
LsmStats,
|
||||
BucketStats,
|
||||
GenerationStats,
|
||||
MemtableStats,
|
||||
ColumnAlteration,
|
||||
FieldMetadataUpdate,
|
||||
} from "./table";
|
||||
@@ -207,16 +194,6 @@ export interface TokenizeOptions {
|
||||
/** Whether to remove stop words. */
|
||||
removeStopWords?: boolean;
|
||||
|
||||
/**
|
||||
* 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.
|
||||
*/
|
||||
customStopWords?: string[];
|
||||
|
||||
/** Whether to fold ASCII characters. */
|
||||
asciiFolding?: boolean;
|
||||
|
||||
@@ -248,7 +225,6 @@ export async function tokenize(
|
||||
options?.lowercase,
|
||||
options?.stem,
|
||||
options?.removeStopWords,
|
||||
options?.customStopWords,
|
||||
options?.asciiFolding,
|
||||
options?.ngramMinLength,
|
||||
options?.ngramMaxLength,
|
||||
|
||||
@@ -553,16 +553,6 @@ export interface FtsOptions {
|
||||
*/
|
||||
removeStopWords?: boolean;
|
||||
|
||||
/**
|
||||
* 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.
|
||||
*/
|
||||
customStopWords?: string[];
|
||||
|
||||
/**
|
||||
* whether to remove punctuation
|
||||
*/
|
||||
@@ -582,14 +572,6 @@ export interface FtsOptions {
|
||||
* whether to only index the prefix of the token for ngram tokenizer
|
||||
*/
|
||||
prefixOnly?: boolean;
|
||||
|
||||
/**
|
||||
* Number of documents per compressed posting block.
|
||||
*
|
||||
* The default is 128. Supported values are 128 and 256. A value of 256 uses
|
||||
* the experimental FTS V3 format and may introduce breaking changes.
|
||||
*/
|
||||
blockSize?: 128 | 256;
|
||||
}
|
||||
|
||||
export class Index {
|
||||
@@ -765,12 +747,10 @@ export class Index {
|
||||
options?.lowercase,
|
||||
options?.stem,
|
||||
options?.removeStopWords,
|
||||
options?.customStopWords,
|
||||
options?.asciiFolding,
|
||||
options?.ngramMinLength,
|
||||
options?.ngramMaxLength,
|
||||
options?.prefixOnly,
|
||||
options?.blockSize,
|
||||
),
|
||||
);
|
||||
}
|
||||
|
||||
+11
-7
@@ -88,17 +88,21 @@ export class 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.
|
||||
*
|
||||
* @param enable - `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.
|
||||
* @param useLsmWrite - Whether to use the LSM write path.
|
||||
*/
|
||||
useLsm(enable: boolean): MergeInsertBuilder {
|
||||
return new MergeInsertBuilder(this.#native.useLsm(enable), this.#schema);
|
||||
useLsmWrite(useLsmWrite: boolean): MergeInsertBuilder {
|
||||
return new MergeInsertBuilder(
|
||||
this.#native.useLsmWrite(useLsmWrite),
|
||||
this.#schema,
|
||||
);
|
||||
}
|
||||
/**
|
||||
* Controls how an LSM merge checks that its input targets a single shard.
|
||||
|
||||
@@ -460,30 +460,6 @@ export class StandardQueryBase<
|
||||
this.doCall((inner: NativeQueryType) => inner.fastSearch());
|
||||
return this;
|
||||
}
|
||||
|
||||
/**
|
||||
* Control MemWAL read routing for this query.
|
||||
*
|
||||
* By default (unset), when the table carries a MemWAL write spec (see
|
||||
* {@link Table#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.
|
||||
*
|
||||
* @param enable - `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.
|
||||
*/
|
||||
useLsm(enable: boolean): this {
|
||||
this.doCall((inner: NativeQueryType) => inner.useLsm(enable));
|
||||
return this;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -772,20 +748,6 @@ export class TakeQuery extends QueryBase<NativeTakeQuery> {
|
||||
constructor(inner: NativeTakeQuery) {
|
||||
super(inner);
|
||||
}
|
||||
|
||||
/**
|
||||
* 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.
|
||||
*
|
||||
* @param enable - `false` reads the base table only.
|
||||
*/
|
||||
useLsm(enable: boolean): this {
|
||||
this.doCall((inner: NativeTakeQuery) => inner.useLsm(enable));
|
||||
return this;
|
||||
}
|
||||
}
|
||||
|
||||
/** A builder for LanceDB queries.
|
||||
|
||||
+30
-175
@@ -9,7 +9,7 @@
|
||||
// comes from the exact same library instance. This is not always the case
|
||||
// and so we must sanitize the input to ensure that it is compatible.
|
||||
|
||||
import { BufferType, Data, Vector } from "apache-arrow";
|
||||
import { BufferType, Data } from "apache-arrow";
|
||||
import type { IntBitWidth, TKeys, TimeBitWidth } from "apache-arrow/type";
|
||||
import {
|
||||
Binary,
|
||||
@@ -74,20 +74,6 @@ import {
|
||||
Utf8,
|
||||
} from "./arrow";
|
||||
|
||||
type SanitizationContext = {
|
||||
types: WeakMap<object, DataType>;
|
||||
vectors: WeakMap<object, Vector>;
|
||||
data: WeakMap<object, Data<DataType>>;
|
||||
};
|
||||
|
||||
function createSanitizationContext(): SanitizationContext {
|
||||
return {
|
||||
types: new WeakMap(),
|
||||
vectors: new WeakMap(),
|
||||
data: new WeakMap(),
|
||||
};
|
||||
}
|
||||
|
||||
export function sanitizeMetadata(
|
||||
metadataLike?: unknown,
|
||||
): Map<string, string> | undefined {
|
||||
@@ -98,7 +84,7 @@ export function sanitizeMetadata(
|
||||
throw Error("Expected metadata, if present, to be a Map<string, string>");
|
||||
}
|
||||
for (const item of metadataLike) {
|
||||
if (typeof item[0] !== "string" || typeof item[1] !== "string") {
|
||||
if (!(typeof item[0] === "string" || !(typeof item[1] === "string"))) {
|
||||
throw Error(
|
||||
"Expected metadata, if present, to be a Map<string, string> but it had non-string keys or values",
|
||||
);
|
||||
@@ -200,13 +186,6 @@ export function sanitizeInterval(typeLike: object) {
|
||||
}
|
||||
|
||||
export function sanitizeList(typeLike: object) {
|
||||
return sanitizeListWithContext(typeLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeListWithContext(
|
||||
typeLike: object,
|
||||
context: SanitizationContext,
|
||||
) {
|
||||
if (!("children" in typeLike) || !Array.isArray(typeLike.children)) {
|
||||
throw Error(
|
||||
"Expected a List type to have an array-like `children` property",
|
||||
@@ -215,35 +194,19 @@ function sanitizeListWithContext(
|
||||
if (typeLike.children.length !== 1) {
|
||||
throw Error("Expected a List type to have exactly one child");
|
||||
}
|
||||
return new List(sanitizeFieldWithContext(typeLike.children[0], context));
|
||||
return new List(sanitizeField(typeLike.children[0]));
|
||||
}
|
||||
|
||||
export function sanitizeStruct(typeLike: object) {
|
||||
return sanitizeStructWithContext(typeLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeStructWithContext(
|
||||
typeLike: object,
|
||||
context: SanitizationContext,
|
||||
) {
|
||||
if (!("children" in typeLike) || !Array.isArray(typeLike.children)) {
|
||||
throw Error(
|
||||
"Expected a Struct type to have an array-like `children` property",
|
||||
);
|
||||
}
|
||||
return new Struct(
|
||||
typeLike.children.map((child) => sanitizeFieldWithContext(child, context)),
|
||||
);
|
||||
return new Struct(typeLike.children.map((child) => sanitizeField(child)));
|
||||
}
|
||||
|
||||
export function sanitizeUnion(typeLike: object) {
|
||||
return sanitizeUnionWithContext(typeLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeUnionWithContext(
|
||||
typeLike: object,
|
||||
context: SanitizationContext,
|
||||
) {
|
||||
if (
|
||||
!("typeIds" in typeLike) ||
|
||||
!("mode" in typeLike) ||
|
||||
@@ -263,7 +226,7 @@ function sanitizeUnionWithContext(
|
||||
typeLike.mode,
|
||||
// biome-ignore lint/suspicious/noExplicitAny: skip
|
||||
typeLike.typeIds as any,
|
||||
typeLike.children.map((child) => sanitizeFieldWithContext(child, context)),
|
||||
typeLike.children.map((child) => sanitizeField(child)),
|
||||
);
|
||||
}
|
||||
|
||||
@@ -271,19 +234,6 @@ export function sanitizeTypedUnion(
|
||||
typeLike: object,
|
||||
// eslint-disable-next-line @typescript-eslint/naming-convention
|
||||
UnionType: typeof DenseUnion | typeof SparseUnion,
|
||||
) {
|
||||
return sanitizeTypedUnionWithContext(
|
||||
typeLike,
|
||||
UnionType,
|
||||
createSanitizationContext(),
|
||||
);
|
||||
}
|
||||
|
||||
function sanitizeTypedUnionWithContext(
|
||||
typeLike: object,
|
||||
// eslint-disable-next-line @typescript-eslint/naming-convention
|
||||
UnionType: typeof DenseUnion | typeof SparseUnion,
|
||||
context: SanitizationContext,
|
||||
) {
|
||||
if (!("typeIds" in typeLike)) {
|
||||
throw Error(
|
||||
@@ -298,7 +248,7 @@ function sanitizeTypedUnionWithContext(
|
||||
|
||||
return new UnionType(
|
||||
typeLike.typeIds as Int32Array | number[],
|
||||
typeLike.children.map((child) => sanitizeFieldWithContext(child, context)),
|
||||
typeLike.children.map((child) => sanitizeField(child)),
|
||||
);
|
||||
}
|
||||
|
||||
@@ -312,16 +262,6 @@ export function sanitizeFixedSizeBinary(typeLike: object) {
|
||||
}
|
||||
|
||||
export function sanitizeFixedSizeList(typeLike: object) {
|
||||
return sanitizeFixedSizeListWithContext(
|
||||
typeLike,
|
||||
createSanitizationContext(),
|
||||
);
|
||||
}
|
||||
|
||||
function sanitizeFixedSizeListWithContext(
|
||||
typeLike: object,
|
||||
context: SanitizationContext,
|
||||
) {
|
||||
if (!("listSize" in typeLike) || typeof typeLike.listSize !== "number") {
|
||||
throw Error("Expected a FixedSizeList type to have a `listSize` property");
|
||||
}
|
||||
@@ -335,18 +275,11 @@ function sanitizeFixedSizeListWithContext(
|
||||
}
|
||||
return new FixedSizeList(
|
||||
typeLike.listSize,
|
||||
sanitizeFieldWithContext(typeLike.children[0], context),
|
||||
sanitizeField(typeLike.children[0]),
|
||||
);
|
||||
}
|
||||
|
||||
export function sanitizeMap(typeLike: object) {
|
||||
return sanitizeMapWithContext(typeLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeMapWithContext(
|
||||
typeLike: object,
|
||||
context: SanitizationContext,
|
||||
) {
|
||||
if (!("children" in typeLike) || !Array.isArray(typeLike.children)) {
|
||||
throw Error(
|
||||
"Expected a Map type to have an array-like `children` property",
|
||||
@@ -359,10 +292,7 @@ function sanitizeMapWithContext(
|
||||
throw Error("Expected a Map type to have exactly one child");
|
||||
}
|
||||
|
||||
return new Map_(
|
||||
sanitizeFieldWithContext(typeLike.children[0], context),
|
||||
typeLike.keysSorted,
|
||||
);
|
||||
return new Map_(sanitizeField(typeLike.children[0]), typeLike.keysSorted);
|
||||
}
|
||||
|
||||
export function sanitizeDuration(typeLike: object) {
|
||||
@@ -373,13 +303,6 @@ export function sanitizeDuration(typeLike: object) {
|
||||
}
|
||||
|
||||
export function sanitizeDictionary(typeLike: object) {
|
||||
return sanitizeDictionaryWithContext(typeLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeDictionaryWithContext(
|
||||
typeLike: object,
|
||||
context: SanitizationContext,
|
||||
) {
|
||||
if (!("id" in typeLike) || typeof typeLike.id !== "number") {
|
||||
throw Error("Expected a Dictionary type to have an `id` property");
|
||||
}
|
||||
@@ -393,8 +316,8 @@ function sanitizeDictionaryWithContext(
|
||||
throw Error("Expected a Dictionary type to have an `isOrdered` property");
|
||||
}
|
||||
return new Dictionary(
|
||||
sanitizeTypeWithContext(typeLike.dictionary, context),
|
||||
sanitizeTypeWithContext(typeLike.indices, context) as TKeys,
|
||||
sanitizeType(typeLike.dictionary),
|
||||
sanitizeType(typeLike.indices) as TKeys,
|
||||
typeLike.id,
|
||||
typeLike.isOrdered,
|
||||
);
|
||||
@@ -402,23 +325,12 @@ function sanitizeDictionaryWithContext(
|
||||
|
||||
// biome-ignore lint/suspicious/noExplicitAny: skip
|
||||
export function sanitizeType(typeLike: unknown): DataType<any> {
|
||||
return sanitizeTypeWithContext(typeLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeTypeWithContext(
|
||||
typeLike: unknown,
|
||||
context: SanitizationContext,
|
||||
): DataType {
|
||||
if (typeof typeLike === "string") {
|
||||
return dataTypeFromName(typeLike);
|
||||
}
|
||||
if (typeof typeLike !== "object" || typeLike === null) {
|
||||
throw Error("Expected a Type but object was null/undefined");
|
||||
}
|
||||
const cached = context.types.get(typeLike);
|
||||
if (cached !== undefined) {
|
||||
return cached;
|
||||
}
|
||||
if (
|
||||
!("typeId" in typeLike) ||
|
||||
!(
|
||||
@@ -437,16 +349,6 @@ function sanitizeTypeWithContext(
|
||||
throw Error("Type's typeId property was not a function or number");
|
||||
}
|
||||
|
||||
const type = sanitizeTypeById(typeLike, typeId, context);
|
||||
context.types.set(typeLike, type);
|
||||
return type;
|
||||
}
|
||||
|
||||
function sanitizeTypeById(
|
||||
typeLike: object,
|
||||
typeId: Type,
|
||||
context: SanitizationContext,
|
||||
): DataType {
|
||||
switch (typeId) {
|
||||
case Type.NONE:
|
||||
throw Error("Received a Type with a typeId of NONE");
|
||||
@@ -473,21 +375,21 @@ function sanitizeTypeById(
|
||||
case Type.Interval:
|
||||
return sanitizeInterval(typeLike);
|
||||
case Type.List:
|
||||
return sanitizeListWithContext(typeLike, context);
|
||||
return sanitizeList(typeLike);
|
||||
case Type.Struct:
|
||||
return sanitizeStructWithContext(typeLike, context);
|
||||
return sanitizeStruct(typeLike);
|
||||
case Type.Union:
|
||||
return sanitizeUnionWithContext(typeLike, context);
|
||||
return sanitizeUnion(typeLike);
|
||||
case Type.FixedSizeBinary:
|
||||
return sanitizeFixedSizeBinary(typeLike);
|
||||
case Type.FixedSizeList:
|
||||
return sanitizeFixedSizeListWithContext(typeLike, context);
|
||||
return sanitizeFixedSizeList(typeLike);
|
||||
case Type.Map:
|
||||
return sanitizeMapWithContext(typeLike, context);
|
||||
return sanitizeMap(typeLike);
|
||||
case Type.Duration:
|
||||
return sanitizeDuration(typeLike);
|
||||
case Type.Dictionary:
|
||||
return sanitizeDictionaryWithContext(typeLike, context);
|
||||
return sanitizeDictionary(typeLike);
|
||||
case Type.Int8:
|
||||
return new Int8();
|
||||
case Type.Int16:
|
||||
@@ -531,9 +433,9 @@ function sanitizeTypeById(
|
||||
case Type.TimestampSecond:
|
||||
return sanitizeTypedTimestamp(typeLike, TimestampSecond);
|
||||
case Type.DenseUnion:
|
||||
return sanitizeTypedUnionWithContext(typeLike, DenseUnion, context);
|
||||
return sanitizeTypedUnion(typeLike, DenseUnion);
|
||||
case Type.SparseUnion:
|
||||
return sanitizeTypedUnionWithContext(typeLike, SparseUnion, context);
|
||||
return sanitizeTypedUnion(typeLike, SparseUnion);
|
||||
case Type.IntervalDayTime:
|
||||
return new IntervalDayTime();
|
||||
case Type.IntervalYearMonth:
|
||||
@@ -552,13 +454,6 @@ function sanitizeTypeById(
|
||||
}
|
||||
|
||||
export function sanitizeField(fieldLike: unknown): Field {
|
||||
return sanitizeFieldWithContext(fieldLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeFieldWithContext(
|
||||
fieldLike: unknown,
|
||||
context: SanitizationContext,
|
||||
): Field {
|
||||
if (fieldLike instanceof Field) {
|
||||
return fieldLike;
|
||||
}
|
||||
@@ -576,7 +471,7 @@ function sanitizeFieldWithContext(
|
||||
}
|
||||
let type: DataType;
|
||||
try {
|
||||
type = sanitizeTypeWithContext(fieldLike.type, context);
|
||||
type = sanitizeType(fieldLike.type);
|
||||
} catch (error: unknown) {
|
||||
throw Error(
|
||||
`Unable to sanitize type for field: ${fieldLike.name} due to error: ${error}`,
|
||||
@@ -606,13 +501,6 @@ function sanitizeFieldWithContext(
|
||||
* than lancedb is using.
|
||||
*/
|
||||
export function sanitizeSchema(schemaLike: SchemaLike): Schema {
|
||||
return sanitizeSchemaWithContext(schemaLike, createSanitizationContext());
|
||||
}
|
||||
|
||||
function sanitizeSchemaWithContext(
|
||||
schemaLike: SchemaLike,
|
||||
context: SanitizationContext,
|
||||
): Schema {
|
||||
if (schemaLike instanceof Schema) {
|
||||
return schemaLike;
|
||||
}
|
||||
@@ -634,7 +522,7 @@ function sanitizeSchemaWithContext(
|
||||
);
|
||||
}
|
||||
const sanitizedFields = schemaLike.fields.map((field) =>
|
||||
sanitizeFieldWithContext(field, context),
|
||||
sanitizeField(field),
|
||||
);
|
||||
return new Schema(sanitizedFields, metadata);
|
||||
}
|
||||
@@ -656,18 +544,13 @@ export function sanitizeTable(tableLike: TableLike): Table {
|
||||
"The table passed in does not appear to be a table (no 'columns' property)",
|
||||
);
|
||||
}
|
||||
const context = createSanitizationContext();
|
||||
const schema = sanitizeSchemaWithContext(tableLike.schema, context);
|
||||
const batches = tableLike.batches.map((batch) =>
|
||||
sanitizeRecordBatch(batch, context),
|
||||
);
|
||||
const schema = sanitizeSchema(tableLike.schema);
|
||||
|
||||
const batches = tableLike.batches.map(sanitizeRecordBatch);
|
||||
return new Table(schema, batches);
|
||||
}
|
||||
|
||||
function sanitizeRecordBatch(
|
||||
batchLike: RecordBatchLike,
|
||||
context: SanitizationContext,
|
||||
): RecordBatch {
|
||||
function sanitizeRecordBatch(batchLike: RecordBatchLike): RecordBatch {
|
||||
if (batchLike instanceof RecordBatch) {
|
||||
return batchLike;
|
||||
}
|
||||
@@ -684,43 +567,19 @@ function sanitizeRecordBatch(
|
||||
"The record batch passed in does not appear to be a record batch (no 'data' property)",
|
||||
);
|
||||
}
|
||||
const schema = sanitizeSchemaWithContext(batchLike.schema, context);
|
||||
const data = sanitizeData(batchLike.data, context) as Data<Struct>;
|
||||
const schema = sanitizeSchema(batchLike.schema);
|
||||
const data = sanitizeData(batchLike.data);
|
||||
return new RecordBatch(schema, data);
|
||||
}
|
||||
|
||||
type DictionaryVectorLike = {
|
||||
data: readonly DataLike[];
|
||||
};
|
||||
|
||||
type DictionaryDataLike = DataLike & {
|
||||
dictionary?: DictionaryVectorLike;
|
||||
};
|
||||
|
||||
function sanitizeData(
|
||||
dataLike: DataLike,
|
||||
context: SanitizationContext,
|
||||
): Data<DataType> {
|
||||
// biome-ignore lint/suspicious/noExplicitAny: <explanation>
|
||||
): import("apache-arrow").Data<Struct<any>> {
|
||||
if (dataLike instanceof Data) {
|
||||
return dataLike;
|
||||
}
|
||||
const cachedData = context.data.get(dataLike);
|
||||
if (cachedData !== undefined) {
|
||||
return cachedData;
|
||||
}
|
||||
const dictionaryLike = (dataLike as DictionaryDataLike).dictionary;
|
||||
let dictionary: Vector | undefined;
|
||||
if (dictionaryLike !== undefined) {
|
||||
dictionary = context.vectors.get(dictionaryLike);
|
||||
if (dictionary === undefined) {
|
||||
dictionary = new Vector(
|
||||
dictionaryLike.data.map((data) => sanitizeData(data, context)),
|
||||
);
|
||||
context.vectors.set(dictionaryLike, dictionary);
|
||||
}
|
||||
}
|
||||
const data = new Data(
|
||||
sanitizeTypeWithContext(dataLike.type, context),
|
||||
return new Data(
|
||||
dataLike.type,
|
||||
dataLike.offset,
|
||||
dataLike.length,
|
||||
dataLike.nullCount,
|
||||
@@ -730,11 +589,7 @@ function sanitizeData(
|
||||
[BufferType.VALIDITY]: dataLike.nullBitmap,
|
||||
[BufferType.TYPE]: dataLike.typeIds,
|
||||
},
|
||||
dataLike.children.map((child) => sanitizeData(child, context)),
|
||||
dictionary,
|
||||
);
|
||||
context.data.set(dataLike, data);
|
||||
return data;
|
||||
}
|
||||
|
||||
const constructorsByTypeName = {
|
||||
|
||||
+6
-202
@@ -30,11 +30,8 @@ import {
|
||||
DropColumnsResult,
|
||||
IndexConfig,
|
||||
IndexStatistics,
|
||||
Job,
|
||||
LsmStats,
|
||||
Branches as NativeBranches,
|
||||
OptimizeStats,
|
||||
RefreshColumnResult,
|
||||
TableStatistics,
|
||||
Tags,
|
||||
UpdateFieldMetadataResult,
|
||||
@@ -51,12 +48,6 @@ import {
|
||||
import { sanitizeType } from "./sanitize";
|
||||
import { IntoSql, toSQL } from "./util";
|
||||
export { IndexConfig } from "./native";
|
||||
export {
|
||||
BucketStats,
|
||||
GenerationStats,
|
||||
LsmStats,
|
||||
MemtableStats,
|
||||
} from "./native";
|
||||
|
||||
/**
|
||||
* Progress snapshot for a write operation, delivered to the `progress`
|
||||
@@ -205,11 +196,7 @@ export interface LsmWriteSpec {
|
||||
column?: string;
|
||||
/** Bucket variant: the number of buckets, in `[1, 1024]`. */
|
||||
numBuckets?: number;
|
||||
/**
|
||||
* 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. */
|
||||
maintainedIndexes?: string[];
|
||||
/** Default `ShardWriter` configuration recorded in the MemWAL index. */
|
||||
writerConfigDefaults?: Record<string, string>;
|
||||
@@ -371,17 +358,6 @@ export abstract class Table {
|
||||
options?: Partial<IndexOptions>,
|
||||
): Promise<void>;
|
||||
|
||||
/**
|
||||
* 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 {@link Job.wait} resolves.
|
||||
*/
|
||||
abstract createIndexAsync(
|
||||
column: string,
|
||||
options?: Partial<IndexOptions>,
|
||||
): Promise<Job>;
|
||||
|
||||
/**
|
||||
* Drop an index from the table.
|
||||
*
|
||||
@@ -533,75 +509,18 @@ export abstract class Table {
|
||||
abstract vectorSearch(vector: IntoVector | MultiVector): VectorQuery;
|
||||
/**
|
||||
* 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
|
||||
* {@link Table#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
|
||||
* {@link Table#refreshColumnAsync}.
|
||||
* @param {AddColumnsSql[] | Field | Field[] | Schema} newColumnTransforms 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 {Promise<AddColumnsResult>} 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");
|
||||
* ```
|
||||
*/
|
||||
abstract addColumns(
|
||||
newColumnTransforms:
|
||||
| AddColumnsSql[]
|
||||
| Field
|
||||
| Field[]
|
||||
| Schema
|
||||
| { computed: AddColumnsSql[] },
|
||||
newColumnTransforms: AddColumnsSql[] | Field | Field[] | Schema,
|
||||
): Promise<AddColumnsResult>;
|
||||
|
||||
/**
|
||||
* 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 {@link Table#refreshColumnAsync}.
|
||||
* @param {string} column The name of the computed column to fill.
|
||||
* @returns {Promise<RefreshColumnResult>} A promise that resolves to the
|
||||
* number of rows filled and the new version number of the table.
|
||||
*/
|
||||
abstract refreshColumn(column: string): Promise<RefreshColumnResult>;
|
||||
|
||||
/**
|
||||
* Like {@link Table#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 {@link Job.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.
|
||||
* @param {string} column The name of the computed column to fill.
|
||||
* @example
|
||||
* ```ts
|
||||
* const job = await table.refreshColumnAsync("doubled");
|
||||
* await job.wait();
|
||||
* console.log(await job.status()); // "finished"
|
||||
* ```
|
||||
*/
|
||||
abstract refreshColumnAsync(column: string): Promise<Job>;
|
||||
|
||||
/**
|
||||
* Alter the name or nullability of columns.
|
||||
* @param {ColumnAlteration[]} columnAlterations One or more alterations to
|
||||
@@ -664,11 +583,6 @@ export abstract class Table {
|
||||
* All variants require the table to have an unenforced primary key
|
||||
* ({@link Table#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.
|
||||
* @param {LsmWriteSpec} spec The sharding spec to install.
|
||||
* @returns {Promise<void>}
|
||||
* @example
|
||||
@@ -696,10 +610,9 @@ export abstract class Table {
|
||||
*
|
||||
* Resolves to `undefined` when the MemWAL LSM write path is not enabled (no
|
||||
* spec has been set, or it was removed with {@link Table#unsetLsmWriteSpec}).
|
||||
* The returned spec mirrors what was passed to
|
||||
* {@link Table#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
|
||||
* {@link Table#setLsmWriteSpec}.
|
||||
* @returns {Promise<LsmWriteSpec | undefined>}
|
||||
*/
|
||||
abstract getLsmWriteSpec(): Promise<LsmWriteSpec | undefined>;
|
||||
@@ -713,59 +626,6 @@ export abstract class Table {
|
||||
* @returns {Promise<void>}
|
||||
*/
|
||||
abstract closeLsmWriters(): 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>}
|
||||
*/
|
||||
abstract flushLsm(): Promise<void>;
|
||||
/**
|
||||
* Trigger a background L0 → base compaction pass per bucket.
|
||||
*
|
||||
* Returns once the passes are *dispatched*, not once they finish — watch
|
||||
* {@link Table#getLsmStats} for progress, or use
|
||||
* {@link Table#checkpointLsm} to wait for convergence.
|
||||
* @returns {Promise<void>}
|
||||
*/
|
||||
abstract compactLsm(): 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();
|
||||
* ```
|
||||
*/
|
||||
abstract checkpointLsm(): Promise<void>;
|
||||
/**
|
||||
* 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.
|
||||
* @param {boolean} includeGenerationRows Also count rows per L0 generation.
|
||||
* Off by default because each count opens an uncached Lance dataset.
|
||||
* @returns {Promise<LsmStats | undefined>}
|
||||
*/
|
||||
abstract getLsmStats(
|
||||
includeGenerationRows?: boolean,
|
||||
): Promise<LsmStats | undefined>;
|
||||
/** Retrieve the version of the table */
|
||||
|
||||
abstract version(): Promise<number>;
|
||||
@@ -1080,22 +940,6 @@ export class LocalTable extends Table {
|
||||
);
|
||||
}
|
||||
|
||||
async createIndexAsync(
|
||||
column: string,
|
||||
options?: Partial<IndexOptions>,
|
||||
): Promise<Job> {
|
||||
// biome-ignore lint/suspicious/noExplicitAny: skip
|
||||
const nativeIndex = (options?.config as any)?.inner;
|
||||
return await this.inner.createIndexAsync(
|
||||
nativeIndex,
|
||||
column,
|
||||
options?.replace,
|
||||
options?.waitTimeoutSeconds,
|
||||
options?.name,
|
||||
options?.train,
|
||||
);
|
||||
}
|
||||
|
||||
async dropIndex(name: string): Promise<void> {
|
||||
await this.inner.dropIndex(name);
|
||||
}
|
||||
@@ -1206,22 +1050,8 @@ export class LocalTable extends Table {
|
||||
// TODO: Support BatchUDF
|
||||
|
||||
async addColumns(
|
||||
newColumnTransforms:
|
||||
| AddColumnsSql[]
|
||||
| Field
|
||||
| Field[]
|
||||
| Schema
|
||||
| { computed: AddColumnsSql[] },
|
||||
newColumnTransforms: AddColumnsSql[] | Field | Field[] | Schema,
|
||||
): Promise<AddColumnsResult> {
|
||||
// Columns defined by an expression are declared, not materialized here.
|
||||
if (
|
||||
typeof newColumnTransforms === "object" &&
|
||||
!Array.isArray(newColumnTransforms) &&
|
||||
"computed" in newColumnTransforms
|
||||
) {
|
||||
return await this.inner.addComputedColumns(newColumnTransforms.computed);
|
||||
}
|
||||
|
||||
// Handle single Field -> convert to array of Fields
|
||||
if (newColumnTransforms instanceof Field) {
|
||||
newColumnTransforms = [newColumnTransforms];
|
||||
@@ -1256,14 +1086,6 @@ export class LocalTable extends Table {
|
||||
throw new Error("Invalid input type for addColumns");
|
||||
}
|
||||
|
||||
async refreshColumn(column: string): Promise<RefreshColumnResult> {
|
||||
return await this.inner.refreshColumn(column);
|
||||
}
|
||||
|
||||
async refreshColumnAsync(column: string): Promise<Job> {
|
||||
return await this.inner.refreshColumnAsync(column);
|
||||
}
|
||||
|
||||
async alterColumns(
|
||||
columnAlterations: ColumnAlteration[],
|
||||
): Promise<AlterColumnsResult> {
|
||||
@@ -1326,24 +1148,6 @@ export class LocalTable extends Table {
|
||||
return await this.inner.closeLsmWriters();
|
||||
}
|
||||
|
||||
async flushLsm(): Promise<void> {
|
||||
return await this.inner.flushLsm();
|
||||
}
|
||||
|
||||
async compactLsm(): Promise<void> {
|
||||
return await this.inner.compactLsm();
|
||||
}
|
||||
|
||||
async checkpointLsm(): Promise<void> {
|
||||
return await this.inner.checkpointLsm();
|
||||
}
|
||||
|
||||
async getLsmStats(
|
||||
includeGenerationRows: boolean = false,
|
||||
): Promise<LsmStats | undefined> {
|
||||
return (await this.inner.getLsmStats(includeGenerationRows)) ?? undefined;
|
||||
}
|
||||
|
||||
async version(): Promise<number> {
|
||||
return await this.inner.version();
|
||||
}
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-darwin-arm64",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"os": ["darwin"],
|
||||
"cpu": ["arm64"],
|
||||
"main": "lancedb.darwin-arm64.node",
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-arm64-gnu",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"os": ["linux"],
|
||||
"cpu": ["arm64"],
|
||||
"main": "lancedb.linux-arm64-gnu.node",
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-arm64-musl",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"os": ["linux"],
|
||||
"cpu": ["arm64"],
|
||||
"main": "lancedb.linux-arm64-musl.node",
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-x64-gnu",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"os": ["linux"],
|
||||
"cpu": ["x64"],
|
||||
"main": "lancedb.linux-x64-gnu.node",
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-x64-musl",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"os": ["linux"],
|
||||
"cpu": ["x64"],
|
||||
"main": "lancedb.linux-x64-musl.node",
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-win32-arm64-msvc",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"os": [
|
||||
"win32"
|
||||
],
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-win32-x64-msvc",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"os": ["win32"],
|
||||
"cpu": ["x64"],
|
||||
"main": "lancedb.win32-x64-msvc.node",
|
||||
|
||||
Generated
+2
-8
@@ -1,12 +1,12 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"lockfileVersion": 3,
|
||||
"requires": true,
|
||||
"packages": {
|
||||
"": {
|
||||
"name": "@lancedb/lancedb",
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"cpu": [
|
||||
"x64",
|
||||
"arm64"
|
||||
@@ -55,13 +55,7 @@
|
||||
"openai": "4.29.2"
|
||||
},
|
||||
"peerDependencies": {
|
||||
"@types/node": ">=18",
|
||||
"apache-arrow": ">=15.0.0 <=18.1.0"
|
||||
},
|
||||
"peerDependenciesMeta": {
|
||||
"@types/node": {
|
||||
"optional": true
|
||||
}
|
||||
}
|
||||
},
|
||||
"node_modules/@aws-crypto/crc32": {
|
||||
|
||||
+1
-7
@@ -11,7 +11,7 @@
|
||||
"ann"
|
||||
],
|
||||
"private": false,
|
||||
"version": "0.38.0-beta.2",
|
||||
"version": "0.32.0-beta.2",
|
||||
"main": "dist/index.js",
|
||||
"exports": {
|
||||
".": "./dist/index.js",
|
||||
@@ -101,12 +101,6 @@
|
||||
"openai": "4.29.2"
|
||||
},
|
||||
"peerDependencies": {
|
||||
"@types/node": ">=18",
|
||||
"apache-arrow": ">=15.0.0 <=18.1.0"
|
||||
},
|
||||
"peerDependenciesMeta": {
|
||||
"@types/node": {
|
||||
"optional": true
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -36,12 +36,6 @@ pub struct ListNamespacesResponse {
|
||||
pub page_token: Option<String>,
|
||||
}
|
||||
|
||||
#[napi(object)]
|
||||
pub struct ListTablesResponse {
|
||||
pub tables: Vec<String>,
|
||||
pub page_token: Option<String>,
|
||||
}
|
||||
|
||||
#[napi(object)]
|
||||
pub struct CreateNamespaceResponse {
|
||||
pub properties: Option<HashMap<String, String>>,
|
||||
@@ -195,8 +189,6 @@ impl Connection {
|
||||
|
||||
/// List all tables in the dataset.
|
||||
#[napi(catch_unwind)]
|
||||
// Deprecated in favour of `list_tables`, but still exposed to JavaScript.
|
||||
#[allow(deprecated)]
|
||||
pub async fn table_names(
|
||||
&self,
|
||||
namespace_path: Option<Vec<String>>,
|
||||
@@ -214,29 +206,6 @@ impl Connection {
|
||||
op.execute().await.default_error()
|
||||
}
|
||||
|
||||
/// List a page of tables in the database.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn list_tables(
|
||||
&self,
|
||||
namespace_path: Option<Vec<String>>,
|
||||
page_token: Option<String>,
|
||||
limit: Option<u32>,
|
||||
) -> napi::Result<ListTablesResponse> {
|
||||
let mut op = self.get_inner()?.list_tables();
|
||||
op = op.namespace(namespace_path.unwrap_or_default());
|
||||
if let Some(page_token) = page_token {
|
||||
op = op.page_token(page_token);
|
||||
}
|
||||
if let Some(limit) = limit {
|
||||
op = op.limit(limit);
|
||||
}
|
||||
let resp = op.execute().await.default_error()?;
|
||||
Ok(ListTablesResponse {
|
||||
tables: resp.tables,
|
||||
page_token: resp.page_token,
|
||||
})
|
||||
}
|
||||
|
||||
/// Create table from a Apache Arrow IPC (file) buffer.
|
||||
///
|
||||
/// Parameters:
|
||||
@@ -365,91 +334,12 @@ impl Connection {
|
||||
.default_error()
|
||||
}
|
||||
|
||||
/// Start dropping a table and return its cleanup job.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn drop_table_async(
|
||||
&self,
|
||||
name: String,
|
||||
namespace_path: Option<Vec<String>>,
|
||||
) -> napi::Result<crate::job::Job> {
|
||||
let ns = namespace_path.unwrap_or_default();
|
||||
let job = self
|
||||
.get_inner()?
|
||||
.drop_table_async(&name, &ns)
|
||||
.await
|
||||
.default_error()?;
|
||||
Ok(crate::job::Job::new(job))
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn drop_all_tables(&self, namespace_path: Option<Vec<String>>) -> napi::Result<()> {
|
||||
let ns = namespace_path.unwrap_or_default();
|
||||
self.get_inner()?.drop_all_tables(&ns).await.default_error()
|
||||
}
|
||||
|
||||
/// A `Job` 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.
|
||||
#[napi]
|
||||
pub fn job(&self, job_id: String) -> napi::Result<crate::job::Job> {
|
||||
let job = self.get_inner()?.job(job_id).default_error()?;
|
||||
Ok(crate::job::Job::new(job))
|
||||
}
|
||||
|
||||
/// List server-side jobs across the database's tables.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn list_jobs(&self) -> napi::Result<Vec<crate::job::JobInfo>> {
|
||||
let jobs = self.get_inner()?.list_jobs().await.default_error()?;
|
||||
Ok(jobs.into_iter().map(Into::into).collect())
|
||||
}
|
||||
|
||||
/// Describe a single server-side job by id. `null` when the server has
|
||||
/// no such job.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn get_job(
|
||||
&self,
|
||||
job_id: String,
|
||||
) -> napi::Result<Option<crate::job::JobDescription>> {
|
||||
let description = self.get_inner()?.get_job(&job_id).await.default_error()?;
|
||||
Ok(description.map(Into::into))
|
||||
}
|
||||
|
||||
/// Request cancellation of a server-side job by id. Returns true if the
|
||||
/// server accepted the cancellation, false if no such job exists.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn cancel_job(&self, job_id: String) -> napi::Result<bool> {
|
||||
self.get_inner()?.cancel_job(&job_id).await.default_error()
|
||||
}
|
||||
|
||||
/// The lifecycle event history of a server-side job (all jobs when
|
||||
/// `job_id` is null), as an Arrow IPC stream buffer. Empty when there is
|
||||
/// no history.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn job_history(&self, job_id: Option<String>) -> napi::Result<Buffer> {
|
||||
let batches = self
|
||||
.get_inner()?
|
||||
.job_history(job_id.as_deref())
|
||||
.await
|
||||
.default_error()?;
|
||||
let Some(first) = batches.first() else {
|
||||
return Ok(Buffer::from(Vec::<u8>::new()));
|
||||
};
|
||||
let mut out = Vec::new();
|
||||
let mut writer = arrow_ipc::writer::StreamWriter::try_new(&mut out, &first.schema())
|
||||
.map_err(|e| napi::Error::from_reason(e.to_string()))?;
|
||||
for batch in &batches {
|
||||
writer
|
||||
.write(batch)
|
||||
.map_err(|e| napi::Error::from_reason(e.to_string()))?;
|
||||
}
|
||||
writer
|
||||
.finish()
|
||||
.map_err(|e| napi::Error::from_reason(e.to_string()))?;
|
||||
drop(writer);
|
||||
Ok(Buffer::from(out))
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
/// Describe a namespace and return its properties.
|
||||
pub async fn describe_namespace(
|
||||
|
||||
+3
-13
@@ -43,7 +43,6 @@ pub fn tokenize(
|
||||
lower_case: Option<bool>,
|
||||
stem: Option<bool>,
|
||||
remove_stop_words: Option<bool>,
|
||||
custom_stop_words: Option<Vec<String>>,
|
||||
ascii_folding: Option<bool>,
|
||||
ngram_min_length: Option<u32>,
|
||||
ngram_max_length: Option<u32>,
|
||||
@@ -73,7 +72,6 @@ pub fn tokenize(
|
||||
if let Some(remove_stop_words) = remove_stop_words {
|
||||
opts = opts.remove_stop_words(remove_stop_words);
|
||||
}
|
||||
opts = opts.custom_stop_words(custom_stop_words);
|
||||
if let Some(ascii_folding) = ascii_folding {
|
||||
opts = opts.ascii_folding(ascii_folding);
|
||||
}
|
||||
@@ -224,13 +222,11 @@ impl Index {
|
||||
lower_case: Option<bool>,
|
||||
stem: Option<bool>,
|
||||
remove_stop_words: Option<bool>,
|
||||
custom_stop_words: Option<Vec<String>>,
|
||||
ascii_folding: Option<bool>,
|
||||
ngram_min_length: Option<u32>,
|
||||
ngram_max_length: Option<u32>,
|
||||
prefix_only: Option<bool>,
|
||||
block_size: Option<u32>,
|
||||
) -> napi::Result<Self> {
|
||||
) -> Self {
|
||||
let mut opts = FtsIndexBuilder::default();
|
||||
if let Some(with_position) = with_position {
|
||||
opts = opts.with_position(with_position);
|
||||
@@ -253,7 +249,6 @@ impl Index {
|
||||
if let Some(remove_stop_words) = remove_stop_words {
|
||||
opts = opts.remove_stop_words(remove_stop_words);
|
||||
}
|
||||
opts = opts.custom_stop_words(custom_stop_words);
|
||||
if let Some(ascii_folding) = ascii_folding {
|
||||
opts = opts.ascii_folding(ascii_folding);
|
||||
}
|
||||
@@ -266,15 +261,10 @@ impl Index {
|
||||
if let Some(prefix_only) = prefix_only {
|
||||
opts = opts.ngram_prefix_only(prefix_only);
|
||||
}
|
||||
if let Some(block_size) = block_size {
|
||||
opts = opts
|
||||
.block_size(block_size as usize)
|
||||
.map_err(|err| napi::Error::from_reason(err.to_string()))?;
|
||||
}
|
||||
|
||||
Ok(Self {
|
||||
Self {
|
||||
inner: Mutex::new(Some(LanceDbIndex::FTS(opts))),
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
#[napi(factory)]
|
||||
|
||||
@@ -1,123 +0,0 @@
|
||||
// SPDX-License-Identifier: Apache-2.0
|
||||
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
use std::sync::Arc;
|
||||
|
||||
use napi_derive::napi;
|
||||
|
||||
use crate::error::NapiErrorExt;
|
||||
|
||||
/// A handle to an operation that may still be running.
|
||||
#[napi]
|
||||
pub struct Job {
|
||||
inner: Arc<lancedb::Job>,
|
||||
}
|
||||
|
||||
impl Job {
|
||||
pub(crate) fn new(inner: lancedb::Job) -> Self {
|
||||
Self {
|
||||
inner: Arc::new(inner),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
#[napi]
|
||||
impl Job {
|
||||
/// Identifies the operation on the server that is running it. Operations
|
||||
/// that run in this process have no server id. The value is opaque.
|
||||
#[napi(getter)]
|
||||
pub fn id(&self) -> Option<String> {
|
||||
self.inner.id().map(str::to_string)
|
||||
}
|
||||
|
||||
/// The operation's current lifecycle state: "running", "finished",
|
||||
/// "failed", or "cancelled".
|
||||
///
|
||||
/// A point snapshot; unlike {@link Job.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.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn status(&self) -> napi::Result<String> {
|
||||
self.inner.status().await.default_error()
|
||||
}
|
||||
|
||||
/// Wait until the operation reaches a terminal state.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn wait(&self) -> napi::Result<()> {
|
||||
self.inner.wait().await.default_error()
|
||||
}
|
||||
|
||||
/// Request cancellation. Cancelling a finished operation is a no-op.
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn cancel(&self) -> napi::Result<()> {
|
||||
self.inner.cancel().await.default_error()
|
||||
}
|
||||
}
|
||||
|
||||
/// A row from `Connection.listJobs`: one server-side job.
|
||||
#[napi(object)]
|
||||
pub struct JobInfo {
|
||||
/// The job id -- what `Connection.getJob` and `Connection.cancelJob`
|
||||
/// accept.
|
||||
pub job_id: String,
|
||||
/// The table the job runs against, without URI or namespace.
|
||||
pub table: String,
|
||||
pub job_type: String,
|
||||
/// Lifecycle state: "running", "finished", "failed", or "cancelled".
|
||||
pub state: String,
|
||||
/// When the job was created, in milliseconds since the epoch.
|
||||
pub created_at_millis: i64,
|
||||
}
|
||||
|
||||
impl From<lancedb::database::JobInfo> for JobInfo {
|
||||
fn from(info: lancedb::database::JobInfo) -> Self {
|
||||
Self {
|
||||
job_id: info.job_id,
|
||||
table: info.table,
|
||||
job_type: info.job_type,
|
||||
state: info.state,
|
||||
created_at_millis: info.created_at_millis,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// The server's account of why a job failed.
|
||||
#[napi(object)]
|
||||
pub struct JobFailureInfo {
|
||||
pub phase: Option<String>,
|
||||
pub message: Option<String>,
|
||||
pub retryable: Option<bool>,
|
||||
}
|
||||
|
||||
/// A described job from `Connection.getJob`.
|
||||
#[napi(object)]
|
||||
pub struct JobDescription {
|
||||
pub job_id: String,
|
||||
pub job_type: String,
|
||||
/// Lifecycle state: "running", "finished", "failed", or "cancelled".
|
||||
pub state: String,
|
||||
/// When the job was created, in milliseconds since the epoch.
|
||||
pub creation_ms: i64,
|
||||
/// The job-type-specific specification as a JSON string, when present.
|
||||
pub spec_json: Option<String>,
|
||||
/// Why the job failed, when the job is failed and the server reports a
|
||||
/// reason.
|
||||
pub failure: Option<JobFailureInfo>,
|
||||
}
|
||||
|
||||
impl From<lancedb::database::JobDescription> for JobDescription {
|
||||
fn from(description: lancedb::database::JobDescription) -> Self {
|
||||
Self {
|
||||
job_id: description.job_id,
|
||||
job_type: description.job_type,
|
||||
state: description.state,
|
||||
creation_ms: description.creation_ms,
|
||||
spec_json: (!description.spec.is_null()).then(|| description.spec.to_string()),
|
||||
failure: description.failure.map(|failure| JobFailureInfo {
|
||||
phase: failure.phase,
|
||||
message: failure.message,
|
||||
retryable: failure.retryable,
|
||||
}),
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -11,7 +11,6 @@ mod error;
|
||||
mod header;
|
||||
mod index;
|
||||
mod iterator;
|
||||
mod job;
|
||||
pub mod merge;
|
||||
pub mod otel;
|
||||
pub mod permutation;
|
||||
|
||||
+2
-2
@@ -51,9 +51,9 @@ impl NativeMergeInsertBuilder {
|
||||
}
|
||||
|
||||
#[napi]
|
||||
pub fn use_lsm(&self, enable: bool) -> Self {
|
||||
pub fn use_lsm_write(&self, use_lsm_write: bool) -> Self {
|
||||
let mut this = self.clone();
|
||||
this.inner.use_lsm(enable);
|
||||
this.inner.use_lsm_write(use_lsm_write);
|
||||
this
|
||||
}
|
||||
|
||||
|
||||
@@ -168,11 +168,6 @@ impl Query {
|
||||
self.inner = self.inner.clone().with_row_id();
|
||||
}
|
||||
|
||||
#[napi]
|
||||
pub fn use_lsm(&mut self, enable: bool) {
|
||||
self.inner = self.inner.clone().use_lsm(enable);
|
||||
}
|
||||
|
||||
#[napi]
|
||||
pub fn order_by(&mut self, ordering: Option<Vec<ColumnOrdering>>) -> napi::Result<()> {
|
||||
let ordering = ordering.map(|ordering| {
|
||||
@@ -379,11 +374,6 @@ impl VectorQuery {
|
||||
self.inner = self.inner.clone().with_row_id();
|
||||
}
|
||||
|
||||
#[napi]
|
||||
pub fn use_lsm(&mut self, enable: bool) {
|
||||
self.inner = self.inner.clone().use_lsm(enable);
|
||||
}
|
||||
|
||||
#[napi]
|
||||
pub fn rerank(
|
||||
&mut self,
|
||||
@@ -489,11 +479,6 @@ impl TakeQuery {
|
||||
self.inner = self.inner.clone().with_row_id();
|
||||
}
|
||||
|
||||
#[napi]
|
||||
pub fn use_lsm(&mut self, enable: bool) {
|
||||
self.inner = self.inner.clone().use_lsm(enable);
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn output_schema(&self) -> napi::Result<Buffer> {
|
||||
let schema = self.inner.output_schema().await.default_error()?;
|
||||
|
||||
+9
-249
@@ -168,39 +168,6 @@ impl Table {
|
||||
builder.execute().await.default_error()
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn create_index_async(
|
||||
&self,
|
||||
index: Option<&Index>,
|
||||
column: String,
|
||||
replace: Option<bool>,
|
||||
wait_timeout_s: Option<i64>,
|
||||
name: Option<String>,
|
||||
train: Option<bool>,
|
||||
) -> napi::Result<crate::job::Job> {
|
||||
let lancedb_index = if let Some(index) = index {
|
||||
index.consume()?
|
||||
} else {
|
||||
lancedb::index::Index::Auto
|
||||
};
|
||||
let mut builder = self.inner_ref()?.create_index(&[column], lancedb_index);
|
||||
if let Some(replace) = replace {
|
||||
builder = builder.replace(replace);
|
||||
}
|
||||
if let Some(timeout) = wait_timeout_s {
|
||||
builder =
|
||||
builder.wait_timeout(std::time::Duration::from_secs(timeout.try_into().unwrap()));
|
||||
}
|
||||
if let Some(name) = name {
|
||||
builder = builder.name(name);
|
||||
}
|
||||
if let Some(train) = train {
|
||||
builder = builder.train(train);
|
||||
}
|
||||
let job = builder.execute_async().await.default_error()?;
|
||||
Ok(crate::job::Job::new(job))
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn drop_index(&self, index_name: String) -> napi::Result<()> {
|
||||
self.inner_ref()?
|
||||
@@ -339,48 +306,12 @@ impl Table {
|
||||
let transforms = NewColumnTransform::SqlExpressions(transforms);
|
||||
let res = self
|
||||
.inner_ref()?
|
||||
.add_columns()
|
||||
.transform(transforms)
|
||||
.execute()
|
||||
.add_columns(transforms, None)
|
||||
.await
|
||||
.default_error()?;
|
||||
Ok(res.into())
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn add_computed_columns(
|
||||
&self,
|
||||
columns: Vec<AddColumnsSql>,
|
||||
) -> napi::Result<AddColumnsResult> {
|
||||
let table = self.inner_ref()?;
|
||||
let mut builder = table.add_columns();
|
||||
for column in columns {
|
||||
builder = builder.computed(column.name, column.value_sql);
|
||||
}
|
||||
let res = builder.execute().await.default_error()?;
|
||||
Ok(res.into())
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn refresh_column(&self, column: String) -> napi::Result<RefreshColumnResult> {
|
||||
let res = self
|
||||
.inner_ref()?
|
||||
.refresh_column(column)
|
||||
.await
|
||||
.default_error()?;
|
||||
Ok(res.into())
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn refresh_column_async(&self, column: String) -> napi::Result<crate::job::Job> {
|
||||
let job = self
|
||||
.inner_ref()?
|
||||
.refresh_column_async(column)
|
||||
.await
|
||||
.default_error()?;
|
||||
Ok(crate::job::Job::new(job))
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn add_columns_with_schema(
|
||||
&self,
|
||||
@@ -392,9 +323,7 @@ impl Table {
|
||||
let transforms = NewColumnTransform::AllNulls(schema);
|
||||
let res = self
|
||||
.inner_ref()?
|
||||
.add_columns()
|
||||
.transform(transforms)
|
||||
.execute()
|
||||
.add_columns(transforms, None)
|
||||
.await
|
||||
.default_error()?;
|
||||
Ok(res.into())
|
||||
@@ -497,34 +426,6 @@ impl Table {
|
||||
self.inner_ref()?.close_lsm_writers().await.default_error()
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn flush_lsm(&self) -> napi::Result<()> {
|
||||
self.inner_ref()?.flush_lsm().await.default_error()
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn compact_lsm(&self) -> napi::Result<()> {
|
||||
self.inner_ref()?.compact_lsm().await.default_error()
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn checkpoint_lsm(&self) -> napi::Result<()> {
|
||||
self.inner_ref()?.checkpoint_lsm().await.default_error()
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn get_lsm_stats(
|
||||
&self,
|
||||
include_generation_rows: bool,
|
||||
) -> napi::Result<Option<LsmStats>> {
|
||||
let stats = self
|
||||
.inner_ref()?
|
||||
.get_lsm_stats(include_generation_rows)
|
||||
.await
|
||||
.default_error()?;
|
||||
Ok(stats.map(LsmStats::from))
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn version(&self) -> napi::Result<i64> {
|
||||
self.inner_ref()?
|
||||
@@ -834,8 +735,7 @@ pub struct LsmWriteSpec {
|
||||
pub column: Option<String>,
|
||||
/// Bucket variant: the number of buckets, in `[1, 1024]`.
|
||||
pub num_buckets: Option<u32>,
|
||||
/// Indexes the MemWAL keeps up to date. Omitted resolves every
|
||||
/// maintainable index on install; an empty array means none.
|
||||
/// Names of indexes the MemWAL should keep up to date during writes.
|
||||
pub maintained_indexes: Option<Vec<String>>,
|
||||
/// Default `ShardWriter` configuration recorded in the MemWAL index.
|
||||
pub writer_config_defaults: Option<HashMap<String, String>>,
|
||||
@@ -845,6 +745,7 @@ impl TryFrom<LsmWriteSpec> for lancedb::table::LsmWriteSpec {
|
||||
type Error = napi::Error;
|
||||
|
||||
fn try_from(value: LsmWriteSpec) -> napi::Result<Self> {
|
||||
let maintained = value.maintained_indexes.unwrap_or_default();
|
||||
let writer_config_defaults = value.writer_config_defaults.unwrap_or_default();
|
||||
let spec = match value.spec_type.as_str() {
|
||||
"bucket" => {
|
||||
@@ -871,7 +772,7 @@ impl TryFrom<LsmWriteSpec> for lancedb::table::LsmWriteSpec {
|
||||
}
|
||||
};
|
||||
Ok(spec
|
||||
.with_maintained_indexes(value.maintained_indexes)
|
||||
.with_maintained_indexes(maintained)
|
||||
.with_writer_config_defaults(writer_config_defaults))
|
||||
}
|
||||
}
|
||||
@@ -889,7 +790,7 @@ impl From<lancedb::table::LsmWriteSpec> for LsmWriteSpec {
|
||||
spec_type: "bucket".to_string(),
|
||||
column: Some(column),
|
||||
num_buckets: Some(num_buckets),
|
||||
maintained_indexes,
|
||||
maintained_indexes: Some(maintained_indexes),
|
||||
writer_config_defaults: Some(writer_config_defaults),
|
||||
},
|
||||
Native::Identity {
|
||||
@@ -900,7 +801,7 @@ impl From<lancedb::table::LsmWriteSpec> for LsmWriteSpec {
|
||||
spec_type: "identity".to_string(),
|
||||
column: Some(column),
|
||||
num_buckets: None,
|
||||
maintained_indexes,
|
||||
maintained_indexes: Some(maintained_indexes),
|
||||
writer_config_defaults: Some(writer_config_defaults),
|
||||
},
|
||||
Native::Unsharded {
|
||||
@@ -910,136 +811,13 @@ impl From<lancedb::table::LsmWriteSpec> for LsmWriteSpec {
|
||||
spec_type: "unsharded".to_string(),
|
||||
column: None,
|
||||
num_buckets: None,
|
||||
maintained_indexes,
|
||||
maintained_indexes: Some(maintained_indexes),
|
||||
writer_config_defaults: Some(writer_config_defaults),
|
||||
},
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// One flushed L0 generation.
|
||||
#[napi(object)]
|
||||
#[derive(Clone, Debug)]
|
||||
pub struct GenerationStats {
|
||||
/// The generation number. Increases as memtables are sealed into L0.
|
||||
pub generation: i64,
|
||||
/// On-disk size of the generation.
|
||||
pub bytes: i64,
|
||||
/// Present only when `includeGenerationRows` was requested. Off by default
|
||||
/// because each count opens an uncached Lance dataset.
|
||||
pub rows: Option<i64>,
|
||||
}
|
||||
|
||||
impl From<lancedb::table::GenerationStats> for GenerationStats {
|
||||
fn from(g: lancedb::table::GenerationStats) -> Self {
|
||||
Self {
|
||||
generation: g.generation as i64,
|
||||
bytes: g.bytes as i64,
|
||||
rows: g.rows.map(|r| r as i64),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// One in-memory memtable.
|
||||
#[napi(object)]
|
||||
#[derive(Clone, Debug)]
|
||||
pub struct MemtableStats {
|
||||
/// The generation this memtable will become once sealed.
|
||||
pub generation: i64,
|
||||
/// Rows currently buffered.
|
||||
pub rows: i64,
|
||||
/// Estimated in-memory size.
|
||||
pub bytes: i64,
|
||||
/// Record batches currently buffered.
|
||||
pub batches: i64,
|
||||
/// 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".
|
||||
pub indexes: Vec<String>,
|
||||
}
|
||||
|
||||
impl From<lancedb::table::MemtableStats> for MemtableStats {
|
||||
fn from(m: lancedb::table::MemtableStats) -> Self {
|
||||
Self {
|
||||
generation: m.generation as i64,
|
||||
rows: m.rows as i64,
|
||||
bytes: m.bytes as i64,
|
||||
batches: m.batches as i64,
|
||||
indexes: m.indexes,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// 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.
|
||||
#[napi(object)]
|
||||
#[derive(Clone, Debug)]
|
||||
pub struct BucketStats {
|
||||
/// The shard this bucket writes.
|
||||
pub shard_id: String,
|
||||
/// `"Active"` or `"Sealed"` (drop-table 2PC in flight).
|
||||
pub status: String,
|
||||
/// Epoch of the writer that currently owns the shard.
|
||||
pub writer_epoch: i64,
|
||||
/// Version of the shard manifest these numbers were read from.
|
||||
pub manifest_version: i64,
|
||||
/// The generation the active memtable will become.
|
||||
pub current_generation: i64,
|
||||
/// WAL position replay resumes from.
|
||||
pub replay_after_wal_entry_position: i64,
|
||||
/// Highest WAL position the writer has seen. The difference against
|
||||
/// `replayAfterWalEntryPosition` is the WAL lag.
|
||||
pub wal_entry_position_last_seen: i64,
|
||||
/// Flushed L0 generations not yet merged into the base table.
|
||||
pub generations: Vec<GenerationStats>,
|
||||
/// 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".
|
||||
pub compacting: bool,
|
||||
/// Oldest first, active last. Absent for a `"Sealed"` bucket, whose
|
||||
/// in-memory state is torn down.
|
||||
pub memtables: Option<Vec<MemtableStats>>,
|
||||
}
|
||||
|
||||
impl From<lancedb::table::BucketStats> for BucketStats {
|
||||
fn from(b: lancedb::table::BucketStats) -> Self {
|
||||
Self {
|
||||
shard_id: b.shard_id,
|
||||
status: b.status,
|
||||
writer_epoch: b.writer_epoch as i64,
|
||||
manifest_version: b.manifest_version as i64,
|
||||
current_generation: b.current_generation as i64,
|
||||
replay_after_wal_entry_position: b.replay_after_wal_entry_position as i64,
|
||||
wal_entry_position_last_seen: b.wal_entry_position_last_seen as i64,
|
||||
generations: b.generations.into_iter().map(Into::into).collect(),
|
||||
compacting: b.compacting,
|
||||
memtables: b
|
||||
.memtables
|
||||
.map(|ms| ms.into_iter().map(Into::into).collect()),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// 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.
|
||||
#[napi(object)]
|
||||
#[derive(Clone, Debug)]
|
||||
pub struct LsmStats {
|
||||
/// One entry per bucket backing this table.
|
||||
pub buckets: Vec<BucketStats>,
|
||||
}
|
||||
|
||||
impl From<lancedb::table::LsmStats> for LsmStats {
|
||||
fn from(stats: lancedb::table::LsmStats) -> Self {
|
||||
Self {
|
||||
buckets: stats.buckets.into_iter().map(Into::into).collect(),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// Statistics about a compaction operation.
|
||||
#[napi(object)]
|
||||
#[derive(Clone, Debug)]
|
||||
@@ -1228,10 +1006,7 @@ impl From<lancedb::index::IndexStatistics> for IndexStatistics {
|
||||
|
||||
#[napi(object)]
|
||||
pub struct TableStatistics {
|
||||
/// 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
|
||||
pub total_bytes: i64,
|
||||
|
||||
/// The number of rows in the table
|
||||
@@ -1381,21 +1156,6 @@ pub struct AddColumnsResult {
|
||||
pub version: i64,
|
||||
}
|
||||
|
||||
#[napi(object)]
|
||||
pub struct RefreshColumnResult {
|
||||
pub rows_filled: i64,
|
||||
pub version: i64,
|
||||
}
|
||||
|
||||
impl From<lancedb::table::RefreshColumnResult> for RefreshColumnResult {
|
||||
fn from(value: lancedb::table::RefreshColumnResult) -> Self {
|
||||
Self {
|
||||
rows_filled: value.rows_filled as i64,
|
||||
version: value.version as i64,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl From<lancedb::table::AddColumnsResult> for AddColumnsResult {
|
||||
fn from(value: lancedb::table::AddColumnsResult) -> Self {
|
||||
Self {
|
||||
|
||||
@@ -0,0 +1,49 @@
|
||||
[tool.bumpversion]
|
||||
current_version = "0.35.0-beta.2"
|
||||
parse = """(?x)
|
||||
(?P<major>0|[1-9]\\d*)\\.
|
||||
(?P<minor>0|[1-9]\\d*)\\.
|
||||
(?P<patch>0|[1-9]\\d*)
|
||||
(?:-(?P<pre_l>[a-zA-Z-]+)\\.(?P<pre_n>0|[1-9]\\d*))?
|
||||
"""
|
||||
serialize = [
|
||||
"{major}.{minor}.{patch}-{pre_l}.{pre_n}",
|
||||
"{major}.{minor}.{patch}",
|
||||
]
|
||||
search = "{current_version}"
|
||||
replace = "{new_version}"
|
||||
regex = false
|
||||
ignore_missing_version = false
|
||||
ignore_missing_files = false
|
||||
tag = true
|
||||
sign_tags = false
|
||||
tag_name = "python-v{new_version}"
|
||||
tag_message = "Bump version: {current_version} → {new_version}"
|
||||
allow_dirty = true
|
||||
commit = true
|
||||
message = "Bump version: {current_version} → {new_version}"
|
||||
commit_args = ""
|
||||
# bump-my-version >=1.4.0 rejects pre_commit_hooks containing shell syntax unless opted in.
|
||||
allow_shell_hooks = true
|
||||
|
||||
# Update Cargo.lock after version bump
|
||||
pre_commit_hooks = [
|
||||
"""
|
||||
cd python && cargo update -p lancedb-python
|
||||
if git diff --quiet ../Cargo.lock; then
|
||||
echo "Cargo.lock unchanged"
|
||||
else
|
||||
git add ../Cargo.lock
|
||||
echo "Updated and staged Cargo.lock"
|
||||
fi
|
||||
""",
|
||||
]
|
||||
|
||||
[tool.bumpversion.parts.pre_l]
|
||||
values = ["beta", "final"]
|
||||
optional_value = "final"
|
||||
|
||||
[[tool.bumpversion.files]]
|
||||
filename = "Cargo.toml"
|
||||
search = "\nversion = \"{current_version}\""
|
||||
replace = "\nversion = \"{new_version}\""
|
||||
+3
-3
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "lancedb-python"
|
||||
version = "0.38.0-beta.2"
|
||||
version = "0.35.0-beta.2"
|
||||
publish = false
|
||||
edition.workspace = true
|
||||
description = "Python bindings for LanceDB"
|
||||
@@ -26,7 +26,7 @@ lance-namespace-impls.workspace = true
|
||||
lance-io.workspace = true
|
||||
env_logger.workspace = true
|
||||
log.workspace = true
|
||||
pyo3 = { version = "0.28", features = ["extension-module", "abi3-py310", "chrono"] }
|
||||
pyo3 = { version = "0.28", features = ["extension-module", "abi3-py39", "chrono"] }
|
||||
chrono = { version = "0.4", default-features = false, features = ["clock"] }
|
||||
pyo3-async-runtimes = { version = "0.28", features = [
|
||||
"attributes",
|
||||
@@ -43,7 +43,7 @@ libc = "0.2"
|
||||
[build-dependencies]
|
||||
pyo3-build-config = { version = "0.28", features = [
|
||||
"extension-module",
|
||||
"abi3-py310",
|
||||
"abi3-py39",
|
||||
] }
|
||||
|
||||
[features]
|
||||
|
||||
@@ -60,7 +60,7 @@ tests = [
|
||||
"pytest-asyncio>=0.21",
|
||||
"duckdb>=0.9.0",
|
||||
"pytz>=2023.3",
|
||||
"polars>=0.19, <=1.32.3",
|
||||
"polars>=0.19, <=1.3.0",
|
||||
"pyarrow<25",
|
||||
"pyarrow-stubs>=16.0",
|
||||
"pylance==9.0.0rc1",
|
||||
@@ -140,7 +140,6 @@ include = [
|
||||
"python/lancedb/remote/errors.py",
|
||||
"python/lancedb/embeddings/__init__.py",
|
||||
"python/lancedb/_lancedb.pyi",
|
||||
"python/type_tests/connect.py",
|
||||
]
|
||||
exclude = ["python/tests/"]
|
||||
pythonVersion = "3.13"
|
||||
|
||||
@@ -12,7 +12,6 @@ __version__ = importlib.metadata.version("lancedb")
|
||||
|
||||
from ._lancedb import connect as lancedb_connect
|
||||
from ._lancedb import FtsToken
|
||||
from ._lancedb import LsmWriteSpec
|
||||
from ._lancedb import tokenize as _tokenize
|
||||
from .common import URI, sanitize_uri
|
||||
from urllib.parse import urlparse
|
||||
@@ -21,7 +20,6 @@ from .remote import ClientConfig
|
||||
from .remote.db import RemoteDBConnection
|
||||
from .expr import Expr, col, lit, func
|
||||
from .schema import blob, vector, BlobType
|
||||
from .job import AsyncJob, Job
|
||||
from .table import AsyncTable, Table
|
||||
from .types import BaseTokenizerType
|
||||
from ._lancedb import Session
|
||||
@@ -260,7 +258,6 @@ def tokenize(
|
||||
lower_case: bool = True,
|
||||
stem: bool = True,
|
||||
remove_stop_words: bool = True,
|
||||
custom_stop_words: Optional[List[str]] = None,
|
||||
ascii_folding: bool = True,
|
||||
ngram_min_length: int = 3,
|
||||
ngram_max_length: int = 3,
|
||||
@@ -268,10 +265,9 @@ def tokenize(
|
||||
) -> Iterable[FtsToken]:
|
||||
"""Tokenize a full-text search query using an explicit tokenizer.
|
||||
|
||||
This does not require an FTS index. The tokenizer options match
|
||||
:class:`lancedb.index.FTS`. ``custom_stop_words`` accepts a list of strings.
|
||||
This does not require a table or FTS index. The tokenizer options match
|
||||
:class:`lancedb.index.FTS`.
|
||||
"""
|
||||
|
||||
return _tokenize(
|
||||
query,
|
||||
base_tokenizer=base_tokenizer,
|
||||
@@ -280,7 +276,6 @@ def tokenize(
|
||||
lower_case=lower_case,
|
||||
stem=stem,
|
||||
remove_stop_words=remove_stop_words,
|
||||
custom_stop_words=custom_stop_words,
|
||||
ascii_folding=ascii_folding,
|
||||
ngram_min_length=ngram_min_length,
|
||||
ngram_max_length=ngram_max_length,
|
||||
@@ -502,7 +497,6 @@ __all__ = [
|
||||
"connect_namespace",
|
||||
"connect_namespace_async",
|
||||
"AsyncConnection",
|
||||
"AsyncJob",
|
||||
"AsyncLanceNamespaceDBConnection",
|
||||
"AsyncTable",
|
||||
"FtsToken",
|
||||
@@ -516,10 +510,8 @@ __all__ = [
|
||||
"BlobType",
|
||||
"vector",
|
||||
"DBConnection",
|
||||
"Job",
|
||||
"LanceDBConnection",
|
||||
"LanceNamespaceDBConnection",
|
||||
"LsmWriteSpec",
|
||||
"RemoteDBConnection",
|
||||
"Session",
|
||||
"Table",
|
||||
|
||||
@@ -14,10 +14,14 @@ import pyarrow as pa
|
||||
from .expr import Expr
|
||||
from .schema import blob_v2_column_paths
|
||||
from .types import BlobMode, QueryProjection, QueryProjectionSpec
|
||||
from .util import get_uri_scheme
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from _typeshed import WriteableBuffer
|
||||
|
||||
from .remote.table import RemoteTable
|
||||
from .table import AsyncTable, Table
|
||||
|
||||
BLOB_MODE_TO_HANDLING = {
|
||||
"lazy": "blobs_descriptions",
|
||||
"bytes": "all_binary",
|
||||
@@ -100,6 +104,22 @@ def validate_blob_mode(blob_mode: BlobMode) -> None:
|
||||
raise ValueError(f"blob_mode must be one of {modes}, got {blob_mode!r}")
|
||||
|
||||
|
||||
def supports_blob_auto_row_id(table: Table | AsyncTable | RemoteTable) -> bool:
|
||||
"""Blob auto row-id applies to native tables, not LanceDB Cloud."""
|
||||
from .remote.table import RemoteTable
|
||||
|
||||
if isinstance(table, RemoteTable):
|
||||
return False
|
||||
|
||||
inner = getattr(table, "_inner", None)
|
||||
if inner is not None:
|
||||
uri = inner.database().uri
|
||||
if isinstance(uri, str) and get_uri_scheme(uri) == "db":
|
||||
return False
|
||||
|
||||
return True
|
||||
|
||||
|
||||
def projection_includes_blob_column(
|
||||
projection: QueryProjection,
|
||||
blob_columns: Iterable[str],
|
||||
@@ -144,14 +164,16 @@ def v2_projection_needs_row_id(
|
||||
|
||||
|
||||
def blob_auto_row_id_for_scan(
|
||||
table: Table | AsyncTable | RemoteTable,
|
||||
schema: pa.Schema,
|
||||
projection: QueryProjection,
|
||||
*,
|
||||
with_row_id: bool | None,
|
||||
) -> bool:
|
||||
"""Auto row-id only applies when the caller said nothing about row ids."""
|
||||
if with_row_id is not None:
|
||||
return False
|
||||
if not supports_blob_auto_row_id(table):
|
||||
return False
|
||||
return v2_projection_needs_row_id(schema, projection, with_row_id=False)
|
||||
|
||||
|
||||
@@ -164,11 +186,6 @@ def finalize_blob_query_table(
|
||||
) -> pa.Table:
|
||||
if user_requested_row_id or not blob_auto_row_id:
|
||||
return tbl
|
||||
if "_rowid" not in tbl.column_names:
|
||||
# A backend that ignores the row-id request leaves nothing to stash. Hand
|
||||
# back the projection as-is so fetch_blobs raises the error that names the
|
||||
# ways to supply row ids, rather than failing here about a hidden column.
|
||||
return tbl
|
||||
return stash_auto_row_ids(tbl, blob_paths)
|
||||
|
||||
|
||||
|
||||
@@ -59,7 +59,6 @@ def tokenize(
|
||||
lower_case: bool = True,
|
||||
stem: bool = True,
|
||||
remove_stop_words: bool = True,
|
||||
custom_stop_words: Optional[List[str]] = None,
|
||||
ascii_folding: bool = True,
|
||||
ngram_min_length: int = 3,
|
||||
ngram_max_length: int = 3,
|
||||
@@ -146,13 +145,6 @@ class Connection(object):
|
||||
start_after: Optional[str],
|
||||
limit: Optional[int],
|
||||
) -> list[str]: ... # Deprecated: Use list_tables instead
|
||||
def job(self, job_id: str) -> Job: ...
|
||||
async def list_jobs(self) -> List[JobInfo]: ...
|
||||
async def get_job(self, job_id: str) -> Optional[JobDescription]: ...
|
||||
async def cancel_job(self, job_id: str) -> bool: ...
|
||||
async def job_history(
|
||||
self, job_id: Optional[str] = None
|
||||
) -> List[pa.RecordBatch]: ...
|
||||
async def create_table(
|
||||
self,
|
||||
name: str,
|
||||
@@ -198,9 +190,6 @@ class Connection(object):
|
||||
async def drop_table(
|
||||
self, name: str, namespace_path: Optional[List[str]] = None
|
||||
) -> None: ...
|
||||
async def drop_table_async(
|
||||
self, name: str, namespace_path: Optional[List[str]] = None
|
||||
) -> Job: ...
|
||||
async def drop_all_tables(
|
||||
self, namespace_path: Optional[List[str]] = None
|
||||
) -> None: ...
|
||||
@@ -219,47 +208,6 @@ class BlobFile:
|
||||
def read_range(self, offset: int, length: int) -> bytes: ...
|
||||
def read_up_to(self, length: int) -> bytes: ...
|
||||
|
||||
class Job:
|
||||
@property
|
||||
def id(self) -> Optional[str]: ...
|
||||
async def status(self) -> str: ...
|
||||
async def wait(self) -> None: ...
|
||||
async def cancel(self) -> None: ...
|
||||
|
||||
class JobInfo:
|
||||
@property
|
||||
def job_id(self) -> str: ...
|
||||
@property
|
||||
def table(self) -> str: ...
|
||||
@property
|
||||
def job_type(self) -> str: ...
|
||||
@property
|
||||
def state(self) -> str: ...
|
||||
@property
|
||||
def created_at_millis(self) -> int: ...
|
||||
|
||||
class JobFailureInfo:
|
||||
@property
|
||||
def phase(self) -> Optional[str]: ...
|
||||
@property
|
||||
def message(self) -> Optional[str]: ...
|
||||
@property
|
||||
def retryable(self) -> Optional[bool]: ...
|
||||
|
||||
class JobDescription:
|
||||
@property
|
||||
def job_id(self) -> str: ...
|
||||
@property
|
||||
def job_type(self) -> str: ...
|
||||
@property
|
||||
def state(self) -> str: ...
|
||||
@property
|
||||
def creation_ms(self) -> int: ...
|
||||
@property
|
||||
def spec_json(self) -> Optional[str]: ...
|
||||
@property
|
||||
def failure(self) -> Optional[JobFailureInfo]: ...
|
||||
|
||||
class Table:
|
||||
def name(self) -> str: ...
|
||||
def __repr__(self) -> str: ...
|
||||
@@ -299,28 +247,6 @@ class Table:
|
||||
name: Optional[str],
|
||||
train: Optional[bool],
|
||||
): ...
|
||||
async def create_index_async(
|
||||
self,
|
||||
column: str,
|
||||
index: Union[
|
||||
IvfFlat,
|
||||
IvfSq,
|
||||
IvfPq,
|
||||
HnswPq,
|
||||
HnswSq,
|
||||
HnswFlat,
|
||||
BTree,
|
||||
Bitmap,
|
||||
LabelList,
|
||||
Fm,
|
||||
FTS,
|
||||
],
|
||||
replace: Optional[bool],
|
||||
wait_timeout: Optional[object],
|
||||
*,
|
||||
name: Optional[str],
|
||||
train: Optional[bool],
|
||||
) -> Job: ...
|
||||
async def list_versions(self) -> List[Dict[str, Any]]: ...
|
||||
async def version(self) -> int: ...
|
||||
async def checkout(self, version: Union[int, str]): ...
|
||||
@@ -338,11 +264,6 @@ class Table:
|
||||
) -> list[FtsToken]: ...
|
||||
async def delete(self, filter: Union[str, PyExpr]) -> DeleteResult: ...
|
||||
async def add_columns(self, columns: list[tuple[str, str]]) -> AddColumnsResult: ...
|
||||
async def add_computed_columns(
|
||||
self, columns: list[tuple[str, str]]
|
||||
) -> AddColumnsResult: ...
|
||||
async def refresh_column(self, column: str) -> RefreshColumnResult: ...
|
||||
async def refresh_column_async(self, column: str) -> Job: ...
|
||||
async def add_columns_with_schema(self, schema: pa.Schema) -> AddColumnsResult: ...
|
||||
async def alter_columns(
|
||||
self, columns: list[dict[str, Any]]
|
||||
@@ -363,10 +284,6 @@ class Table:
|
||||
async def set_lsm_write_spec(self, spec: LsmWriteSpec) -> None: ...
|
||||
async def unset_lsm_write_spec(self) -> None: ...
|
||||
async def get_lsm_write_spec(self) -> Optional[LsmWriteSpec]: ...
|
||||
async def checkpoint_lsm(self) -> None: ...
|
||||
async def flush_lsm(self) -> None: ...
|
||||
async def compact_lsm(self) -> None: ...
|
||||
async def get_lsm_stats(self, include_generation_rows: bool) -> Optional[dict]: ...
|
||||
async def close_lsm_writers(self) -> None: ...
|
||||
@property
|
||||
def tags(self) -> Tags: ...
|
||||
@@ -380,11 +297,6 @@ class Table:
|
||||
async def fetch_blobs(
|
||||
self, column: str, row_ids: list[int]
|
||||
) -> pa.LargeBinaryArray: ...
|
||||
async def fetch_blob_ranges(
|
||||
self,
|
||||
column: str,
|
||||
requests: List[Tuple[int, int, int]],
|
||||
) -> pa.LargeBinaryArray: ...
|
||||
async def fetch_blob_files(
|
||||
self, column: str, row_ids: list[int]
|
||||
) -> list[Optional[BlobFile]]: ...
|
||||
@@ -479,7 +391,6 @@ class Query:
|
||||
def fast_search(self): ...
|
||||
def with_row_id(self): ...
|
||||
def postfilter(self): ...
|
||||
def use_lsm(self, enable: bool): ...
|
||||
def nearest_to(self, query_vec: pa.Array) -> VectorQuery: ...
|
||||
def nearest_to_text(self, query: dict) -> FTSQuery: ...
|
||||
def order_by(self, ordering: Optional[List[ColumnOrdering]]): ...
|
||||
@@ -496,7 +407,6 @@ class Query:
|
||||
class TakeQuery:
|
||||
def select(self, columns: List[str]): ...
|
||||
def with_row_id(self): ...
|
||||
def use_lsm(self, enable: bool): ...
|
||||
async def output_schema(self) -> pa.Schema: ...
|
||||
async def execute(self) -> RecordBatchStream: ...
|
||||
async def explain_plan(self, verbose: Optional[bool]) -> str: ...
|
||||
@@ -515,7 +425,6 @@ class FTSQuery:
|
||||
def fast_search(self): ...
|
||||
def with_row_id(self): ...
|
||||
def postfilter(self): ...
|
||||
def use_lsm(self, enable: bool): ...
|
||||
def get_query(self) -> str: ...
|
||||
def add_query_vector(self, query_vec: pa.Array) -> None: ...
|
||||
def nearest_to(self, query_vec: pa.Array) -> HybridQuery: ...
|
||||
@@ -543,7 +452,6 @@ class VectorQuery:
|
||||
def column(self, column: str): ...
|
||||
def distance_type(self, distance_type: str): ...
|
||||
def postfilter(self): ...
|
||||
def use_lsm(self, enable: bool): ...
|
||||
def refine_factor(self, refine_factor: int): ...
|
||||
def nprobes(self, nprobes: int): ...
|
||||
def minimum_nprobes(self, minimum_nprobes: int): ...
|
||||
@@ -567,7 +475,6 @@ class HybridQuery:
|
||||
def fast_search(self): ...
|
||||
def with_row_id(self): ...
|
||||
def postfilter(self): ...
|
||||
def use_lsm(self, enable: bool): ...
|
||||
def distance_type(self, distance_type: str): ...
|
||||
def refine_factor(self, refine_factor: int): ...
|
||||
def nprobes(self, nprobes: int): ...
|
||||
@@ -592,7 +499,6 @@ class PyQueryRequest:
|
||||
select: Optional[Union[str, List[str]]]
|
||||
fast_search: Optional[bool]
|
||||
with_row_id: Optional[bool]
|
||||
use_lsm: Optional[bool]
|
||||
column: Optional[str]
|
||||
query_vector: Optional[List[pa.Array]]
|
||||
minimum_nprobes: Optional[int]
|
||||
@@ -661,10 +567,9 @@ class LsmWriteSpec:
|
||||
def identity(column: str) -> "LsmWriteSpec": ...
|
||||
@staticmethod
|
||||
def unsharded() -> "LsmWriteSpec": ...
|
||||
def with_maintained_indexes(self, indexes: Optional[List[str]]) -> "LsmWriteSpec":
|
||||
"""Set which indexes the MemWAL keeps up to date. None resolves every
|
||||
index on the table at install, failing if one cannot be maintained;
|
||||
a list is verbatim, empty means none."""
|
||||
def with_maintained_indexes(self, indexes: List[str]) -> "LsmWriteSpec":
|
||||
"""Return a copy of this spec asking the MemWAL to keep the named
|
||||
indexes up to date as rows are appended."""
|
||||
...
|
||||
def with_writer_config_defaults(self, defaults: Dict[str, str]) -> "LsmWriteSpec":
|
||||
"""Return a copy of this spec recording the given default
|
||||
@@ -679,19 +584,13 @@ class LsmWriteSpec:
|
||||
@property
|
||||
def num_buckets(self) -> Optional[int]: ...
|
||||
@property
|
||||
def maintained_indexes(self) -> Optional[List[str]]:
|
||||
"""Indexes the MemWAL keeps up to date, or None for every supported one."""
|
||||
...
|
||||
def maintained_indexes(self) -> List[str]: ...
|
||||
@property
|
||||
def writer_config_defaults(self) -> Dict[str, str]: ...
|
||||
|
||||
class AddColumnsResult:
|
||||
version: int
|
||||
|
||||
class RefreshColumnResult:
|
||||
rows_filled: int
|
||||
version: int
|
||||
|
||||
class AlterColumnsResult:
|
||||
version: int
|
||||
|
||||
|
||||
+10
-222
@@ -45,7 +45,6 @@ from lance_namespace.errors import NamespaceNotEmptyError, TableNotFoundError
|
||||
|
||||
from . import __version__
|
||||
from ._lancedb import connect as lancedb_connect # type: ignore
|
||||
from .job import AsyncJob, Job
|
||||
from .table import (
|
||||
AsyncTable,
|
||||
LanceTable,
|
||||
@@ -64,7 +63,6 @@ if TYPE_CHECKING:
|
||||
from .pydantic import LanceModel
|
||||
|
||||
from ._lancedb import Connection as LanceDbConnection
|
||||
from ._lancedb import JobDescription, JobInfo
|
||||
from .common import DATA, URI
|
||||
from .embeddings import EmbeddingFunctionConfig
|
||||
from ._lancedb import Session
|
||||
@@ -180,51 +178,6 @@ class DBConnection(EnforceOverrides):
|
||||
"Namespace operations are not supported for this connection type"
|
||||
)
|
||||
|
||||
def namespace_exists(self, namespace_id: List[str]) -> bool:
|
||||
"""Check if a namespace exists.
|
||||
|
||||
Parameters
|
||||
----------
|
||||
namespace_id: List[str]
|
||||
The namespace identifier to check.
|
||||
|
||||
Returns
|
||||
-------
|
||||
bool
|
||||
True if the namespace exists, False otherwise.
|
||||
|
||||
Raises
|
||||
------
|
||||
NotImplementedError
|
||||
If the connection type does not support namespace operations.
|
||||
"""
|
||||
raise NotImplementedError(
|
||||
"Namespace operations are not supported for this connection type"
|
||||
)
|
||||
|
||||
def table_exists(self, table_id: List[str]) -> bool:
|
||||
"""Check if a table exists.
|
||||
|
||||
Parameters
|
||||
----------
|
||||
table_id: List[str]
|
||||
The table identifier to check (full path including namespace
|
||||
segments and table name).
|
||||
|
||||
Returns
|
||||
-------
|
||||
bool
|
||||
True if the table exists, False otherwise.
|
||||
|
||||
Raises
|
||||
------
|
||||
NotImplementedError
|
||||
If the connection type does not support namespace operations.
|
||||
"""
|
||||
raise NotImplementedError(
|
||||
"Namespace operations are not supported for this connection type"
|
||||
)
|
||||
|
||||
def list_tables(
|
||||
self,
|
||||
namespace_path: Optional[List[str]] = None,
|
||||
@@ -406,7 +359,7 @@ class DBConnection(EnforceOverrides):
|
||||
|
||||
Data is converted to Arrow before being written to disk. For maximum
|
||||
control over how data is saved, either provide the PyArrow schema to
|
||||
convert to or else provide a [PyArrow Table][pyarrow.Table] directly.
|
||||
convert to or else provide a [PyArrow Table](pyarrow.Table) directly.
|
||||
|
||||
>>> import pyarrow as pa
|
||||
>>> custom_schema = pa.schema([
|
||||
@@ -524,12 +477,6 @@ class DBConnection(EnforceOverrides):
|
||||
namespace_path = []
|
||||
raise NotImplementedError
|
||||
|
||||
def drop_table_async(
|
||||
self, name: str, namespace_path: Optional[List[str]] = None
|
||||
) -> Job:
|
||||
"""Start dropping a table and return its cleanup job."""
|
||||
raise NotImplementedError
|
||||
|
||||
def rename_table(
|
||||
self,
|
||||
cur_name: str,
|
||||
@@ -616,46 +563,6 @@ class DBConnection(EnforceOverrides):
|
||||
"""
|
||||
raise NotImplementedError("serialize is not supported for this connection type")
|
||||
|
||||
def job(self, job_id: str) -> Job:
|
||||
"""A [Job][lancedb.job.Job] 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.
|
||||
"""
|
||||
raise NotImplementedError("job is not supported for this connection type")
|
||||
|
||||
def list_jobs(self) -> List[JobInfo]:
|
||||
"""List server-side jobs across the database's tables."""
|
||||
raise NotImplementedError("list_jobs is not supported for this connection type")
|
||||
|
||||
def get_job(self, job_id: str) -> Optional[JobDescription]:
|
||||
"""Describe a single server-side job by id.
|
||||
|
||||
Returns None when the server has no such job.
|
||||
"""
|
||||
raise NotImplementedError("get_job is not supported for this connection type")
|
||||
|
||||
def cancel_job(self, job_id: str) -> bool:
|
||||
"""Request cancellation of a server-side job by id.
|
||||
|
||||
Returns True if the server accepted the cancellation, False if no
|
||||
such job exists. Cancelling an already-terminal job is a no-op
|
||||
success.
|
||||
"""
|
||||
raise NotImplementedError(
|
||||
"cancel_job is not supported for this connection type"
|
||||
)
|
||||
|
||||
def job_history(self, job_id: Optional[str] = None) -> List[pa.RecordBatch]:
|
||||
"""The lifecycle event history of a server-side job, as Arrow batches.
|
||||
|
||||
Lists history across all jobs when `job_id` is None.
|
||||
"""
|
||||
raise NotImplementedError(
|
||||
"job_history is not supported for this connection type"
|
||||
)
|
||||
|
||||
|
||||
class LanceDBConnection(DBConnection):
|
||||
"""
|
||||
@@ -713,9 +620,6 @@ class LanceDBConnection(DBConnection):
|
||||
self._namespace_client_properties = namespace_client_properties
|
||||
if _inner is not None:
|
||||
self._conn = _inner
|
||||
# Native-derived wrappers resolve this in their async reconstruction
|
||||
# path so construction never synchronously re-enters LOOP.
|
||||
self._read_consistency_interval = read_consistency_interval
|
||||
self._cached_namespace_client = None
|
||||
return
|
||||
|
||||
@@ -765,14 +669,11 @@ class LanceDBConnection(DBConnection):
|
||||
# storage_options. Also, this class really shouldn't be holding any state
|
||||
# beyond _conn.
|
||||
self._conn = AsyncConnection(LOOP.run(do_connect()))
|
||||
# Keep property access synchronous so debugger introspection cannot wait on
|
||||
# the background loop while that thread is suspended at a breakpoint.
|
||||
self._read_consistency_interval = read_consistency_interval
|
||||
self._cached_namespace_client: Optional[LanceNamespace] = None
|
||||
|
||||
@property
|
||||
def read_consistency_interval(self) -> Optional[timedelta]:
|
||||
return self._read_consistency_interval
|
||||
return LOOP.run(self._conn.get_read_consistency_interval())
|
||||
|
||||
@property
|
||||
def session(self) -> Optional[Session]:
|
||||
@@ -783,19 +684,15 @@ class LanceDBConnection(DBConnection):
|
||||
return self._conn.uri
|
||||
|
||||
@classmethod
|
||||
def from_inner(
|
||||
cls,
|
||||
inner: LanceDbConnection,
|
||||
read_consistency_interval: Optional[timedelta],
|
||||
):
|
||||
return cls(
|
||||
None,
|
||||
read_consistency_interval=read_consistency_interval,
|
||||
_inner=inner,
|
||||
)
|
||||
def from_inner(cls, inner: LanceDbConnection):
|
||||
return cls(None, _inner=inner)
|
||||
|
||||
def __repr__(self) -> str:
|
||||
return f"{self.__class__.__name__}(uri={self._conn.uri!r})"
|
||||
val = f"{self.__class__.__name__}(uri={self._conn.uri!r}"
|
||||
if self.read_consistency_interval is not None:
|
||||
val += f", read_consistency_interval={repr(self.read_consistency_interval)}"
|
||||
val += ")"
|
||||
return val
|
||||
|
||||
@override
|
||||
def serialize(self) -> str:
|
||||
@@ -1192,20 +1089,6 @@ class LanceDBConnection(DBConnection):
|
||||
)
|
||||
)
|
||||
|
||||
@override
|
||||
def drop_table_async(
|
||||
self, name: str, namespace_path: Optional[List[str]] = None
|
||||
) -> Job:
|
||||
"""Start dropping a table and return its cleanup job.
|
||||
|
||||
The table may become unavailable before its data files are removed.
|
||||
Call :meth:`Job.wait` to wait for cleanup to finish.
|
||||
"""
|
||||
if namespace_path is None:
|
||||
namespace_path = []
|
||||
job = LOOP.run(self._conn.drop_table_async(name, namespace_path=namespace_path))
|
||||
return Job(job if isinstance(job, AsyncJob) else AsyncJob(job))
|
||||
|
||||
@override
|
||||
def drop_all_tables(self, namespace_path: Optional[List[str]] = None):
|
||||
if namespace_path is None:
|
||||
@@ -1246,47 +1129,6 @@ class LanceDBConnection(DBConnection):
|
||||
)
|
||||
)
|
||||
|
||||
@override
|
||||
def job(self, job_id: str) -> Job:
|
||||
"""A [Job][lancedb.job.Job] 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.
|
||||
"""
|
||||
return Job(self._conn.job(job_id))
|
||||
|
||||
@override
|
||||
def list_jobs(self) -> List[JobInfo]:
|
||||
"""List server-side jobs across the database's tables."""
|
||||
return LOOP.run(self._conn.list_jobs())
|
||||
|
||||
@override
|
||||
def get_job(self, job_id: str) -> Optional[JobDescription]:
|
||||
"""Describe a single server-side job by id.
|
||||
|
||||
Returns None when the server has no such job.
|
||||
"""
|
||||
return LOOP.run(self._conn.get_job(job_id))
|
||||
|
||||
@override
|
||||
def cancel_job(self, job_id: str) -> bool:
|
||||
"""Request cancellation of a server-side job by id.
|
||||
|
||||
Returns True if the server accepted the cancellation, False if no
|
||||
such job exists. Cancelling an already-terminal job is a no-op
|
||||
success.
|
||||
"""
|
||||
return LOOP.run(self._conn.cancel_job(job_id))
|
||||
|
||||
@override
|
||||
def job_history(self, job_id: Optional[str] = None) -> List[pa.RecordBatch]:
|
||||
"""The lifecycle event history of a server-side job, as Arrow batches.
|
||||
|
||||
Lists history across all jobs when `job_id` is None.
|
||||
"""
|
||||
return LOOP.run(self._conn.job_history(job_id))
|
||||
|
||||
@override
|
||||
def namespace_client(self) -> LanceNamespace:
|
||||
"""Get the equivalent namespace client for this connection.
|
||||
@@ -1687,7 +1529,7 @@ class AsyncConnection(object):
|
||||
|
||||
Data is converted to Arrow before being written to disk. For maximum
|
||||
control over how data is saved, either provide the PyArrow schema to
|
||||
convert to or else provide a [PyArrow Table][pyarrow.Table] directly.
|
||||
convert to or else provide a [PyArrow Table](pyarrow.Table) directly.
|
||||
|
||||
>>> import pyarrow as pa
|
||||
>>> custom_schema = pa.schema([
|
||||
@@ -1983,23 +1825,6 @@ class AsyncConnection(object):
|
||||
if f"Table '{name}' was not found" not in str(e):
|
||||
raise e
|
||||
|
||||
async def drop_table_async(
|
||||
self,
|
||||
name: str,
|
||||
*,
|
||||
namespace_path: Optional[List[str]] = None,
|
||||
) -> AsyncJob:
|
||||
"""Start dropping a table and return its cleanup job.
|
||||
|
||||
The table may become unavailable before its data files are removed.
|
||||
Await :meth:`AsyncJob.wait` to wait for cleanup to finish.
|
||||
"""
|
||||
if namespace_path is None:
|
||||
namespace_path = []
|
||||
return AsyncJob(
|
||||
await self._inner.drop_table_async(name, namespace_path=namespace_path)
|
||||
)
|
||||
|
||||
async def drop_all_tables(self, namespace_path: Optional[List[str]] = None):
|
||||
"""Drop all tables from the database.
|
||||
|
||||
@@ -2013,43 +1838,6 @@ class AsyncConnection(object):
|
||||
namespace_path = []
|
||||
await self._inner.drop_all_tables(namespace_path=namespace_path)
|
||||
|
||||
def job(self, job_id: str) -> AsyncJob:
|
||||
"""An [AsyncJob][lancedb.job.AsyncJob] 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.
|
||||
"""
|
||||
return AsyncJob(self._inner.job(job_id))
|
||||
|
||||
async def list_jobs(self) -> List[JobInfo]:
|
||||
"""List server-side jobs across the database's tables."""
|
||||
return await self._inner.list_jobs()
|
||||
|
||||
async def get_job(self, job_id: str) -> Optional[JobDescription]:
|
||||
"""Describe a single server-side job by id.
|
||||
|
||||
Returns None when the server has no such job.
|
||||
"""
|
||||
return await self._inner.get_job(job_id)
|
||||
|
||||
async def cancel_job(self, job_id: str) -> bool:
|
||||
"""Request cancellation of a server-side job by id.
|
||||
|
||||
Returns True if the server accepted the cancellation, False if no
|
||||
such job exists. Cancelling an already-terminal job is a no-op
|
||||
success.
|
||||
"""
|
||||
return await self._inner.cancel_job(job_id)
|
||||
|
||||
async def job_history(self, job_id: Optional[str] = None) -> List[pa.RecordBatch]:
|
||||
"""The lifecycle event history of a server-side job, as Arrow batches.
|
||||
|
||||
Lists history across all jobs when `job_id` is None.
|
||||
"""
|
||||
return await self._inner.job_history(job_id)
|
||||
|
||||
async def namespace_client(self) -> LanceNamespace:
|
||||
"""Get the equivalent namespace client for this connection.
|
||||
|
||||
|
||||
@@ -21,32 +21,3 @@ from .watsonx import WatsonxEmbeddings
|
||||
from .voyageai import VoyageAIEmbeddingFunction
|
||||
from .colpali import ColPaliEmbeddings
|
||||
from .siglip import SigLipEmbeddings
|
||||
|
||||
# The API reference renders this package with a single mkdocstrings directive,
|
||||
# which only picks up names listed here. New embedding functions must be added
|
||||
# to both the imports above and this list, or they will silently go undocumented.
|
||||
__all__ = [
|
||||
"EmbeddingFunction",
|
||||
"EmbeddingFunctionConfig",
|
||||
"TextEmbeddingFunction",
|
||||
"EmbeddingFunctionRegistry",
|
||||
"get_registry",
|
||||
"register",
|
||||
"SentenceTransformerEmbeddings",
|
||||
"OpenAIEmbeddings",
|
||||
"OpenClipEmbeddings",
|
||||
"BedRockText",
|
||||
"CohereEmbeddingFunction",
|
||||
"GeminiText",
|
||||
"GteEmbeddings",
|
||||
"InstructorEmbeddingFunction",
|
||||
"JinaEmbeddings",
|
||||
"OllamaEmbeddings",
|
||||
"TransformersEmbeddingFunction",
|
||||
"ColbertEmbeddings",
|
||||
"VoyageAIEmbeddingFunction",
|
||||
"WatsonxEmbeddings",
|
||||
"ColPaliEmbeddings",
|
||||
"ImageBindEmbeddings",
|
||||
"SigLipEmbeddings",
|
||||
]
|
||||
|
||||
@@ -21,20 +21,20 @@ class BedRockText(TextEmbeddingFunction):
|
||||
"""
|
||||
Parameters
|
||||
----------
|
||||
name : str, default "amazon.titan-embed-text-v1"
|
||||
name: str, default "amazon.titan-embed-text-v1"
|
||||
The model ID of the bedrock model to use. Supported models for are:
|
||||
- amazon.titan-embed-text-v1
|
||||
- cohere.embed-english-v3
|
||||
- cohere.embed-multilingual-v3
|
||||
region : str, default "us-east-1"
|
||||
region: str, default "us-east-1"
|
||||
Optional name of the AWS Region in which the service should be called.
|
||||
profile_name : str, default None
|
||||
profile_name: str, default None
|
||||
Optional name of the AWS profile to use for calling the Bedrock service.
|
||||
If not specified, the default profile will be used.
|
||||
assumed_role : str, default None
|
||||
assumed_role: str, default None
|
||||
Optional ARN of an AWS IAM role to assume for calling the Bedrock service.
|
||||
If not specified, the current active credentials will be used.
|
||||
role_session_name : str, default "lancedb-embeddings"
|
||||
role_session_name: str, default "lancedb-embeddings"
|
||||
Optional name of the AWS IAM role session to use for calling the Bedrock
|
||||
service. If not specified, "lancedb-embeddings" name will be used.
|
||||
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user