mirror of
https://github.com/lancedb/lancedb.git
synced 2026-03-26 10:30:40 +00:00
Compare commits
2 Commits
python-v0.
...
fix-ref-ve
| Author | SHA1 | Date | |
|---|---|---|---|
|
|
929c683a6e | ||
|
|
e2794d1a29 |
@@ -1,5 +1,5 @@
|
||||
[tool.bumpversion]
|
||||
current_version = "0.26.2"
|
||||
current_version = "0.23.1-beta.1"
|
||||
parse = """(?x)
|
||||
(?P<major>0|[1-9]\\d*)\\.
|
||||
(?P<minor>0|[1-9]\\d*)\\.
|
||||
|
||||
@@ -3,7 +3,7 @@ name: build-linux-wheel
|
||||
description: "Build a manylinux wheel for lance"
|
||||
inputs:
|
||||
python-minor-version:
|
||||
description: "10, 11, 12, 13"
|
||||
description: "8, 9, 10, 11, 12"
|
||||
required: true
|
||||
args:
|
||||
description: "--release"
|
||||
|
||||
2
.github/workflows/build_mac_wheel/action.yml
vendored
2
.github/workflows/build_mac_wheel/action.yml
vendored
@@ -3,7 +3,7 @@ name: build_wheel
|
||||
description: "Build a lance wheel"
|
||||
inputs:
|
||||
python-minor-version:
|
||||
description: "10, 11, 12, 13"
|
||||
description: "8, 9, 10, 11"
|
||||
required: true
|
||||
args:
|
||||
description: "--release"
|
||||
|
||||
@@ -3,7 +3,7 @@ name: build_wheel
|
||||
description: "Build a lance wheel"
|
||||
inputs:
|
||||
python-minor-version:
|
||||
description: "10, 11, 12, 13, 14"
|
||||
description: "8, 9, 10, 11"
|
||||
required: true
|
||||
args:
|
||||
description: "--release"
|
||||
|
||||
2
.github/workflows/cargo-publish.yml
vendored
2
.github/workflows/cargo-publish.yml
vendored
@@ -42,7 +42,7 @@ jobs:
|
||||
name: Report Workflow Failure
|
||||
runs-on: ubuntu-latest
|
||||
needs: [build]
|
||||
if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
|
||||
if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
|
||||
permissions:
|
||||
contents: read
|
||||
issues: write
|
||||
|
||||
173
.github/workflows/codex-fix-ci.yml
vendored
173
.github/workflows/codex-fix-ci.yml
vendored
@@ -1,173 +0,0 @@
|
||||
name: Codex Fix CI
|
||||
|
||||
on:
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
workflow_run_url:
|
||||
description: "Failing CI workflow run URL (e.g., https://github.com/lancedb/lancedb/actions/runs/12345678)"
|
||||
required: true
|
||||
type: string
|
||||
branch:
|
||||
description: "Branch to fix (e.g., main, release/v2.0, or feature-branch)"
|
||||
required: true
|
||||
type: string
|
||||
guidelines:
|
||||
description: "Additional guidelines for the fix (optional)"
|
||||
required: false
|
||||
type: string
|
||||
|
||||
permissions:
|
||||
contents: write
|
||||
pull-requests: write
|
||||
actions: read
|
||||
|
||||
jobs:
|
||||
fix-ci:
|
||||
runs-on: warp-ubuntu-latest-x64-4x
|
||||
timeout-minutes: 60
|
||||
env:
|
||||
CC: clang
|
||||
CXX: clang++
|
||||
steps:
|
||||
- name: Show inputs
|
||||
run: |
|
||||
echo "workflow_run_url = ${{ inputs.workflow_run_url }}"
|
||||
echo "branch = ${{ inputs.branch }}"
|
||||
echo "guidelines = ${{ inputs.guidelines }}"
|
||||
|
||||
- name: Checkout Repo
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
ref: ${{ inputs.branch }}
|
||||
fetch-depth: 0
|
||||
persist-credentials: true
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 20
|
||||
|
||||
- name: Install Codex CLI
|
||||
run: npm install -g @openai/codex
|
||||
|
||||
- name: Install Rust toolchain
|
||||
uses: dtolnay/rust-toolchain@stable
|
||||
with:
|
||||
toolchain: stable
|
||||
components: clippy, rustfmt
|
||||
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
|
||||
- name: Install system dependencies
|
||||
run: |
|
||||
sudo apt-get update
|
||||
sudo apt-get install -y protobuf-compiler libssl-dev
|
||||
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: '3.11'
|
||||
|
||||
- name: Install Python dependencies
|
||||
run: |
|
||||
pip install maturin ruff pytest pyarrow pandas polars
|
||||
|
||||
- name: Set up Java
|
||||
uses: actions/setup-java@v4
|
||||
with:
|
||||
distribution: temurin
|
||||
java-version: '11'
|
||||
cache: maven
|
||||
|
||||
- name: Install Node.js dependencies for TypeScript bindings
|
||||
run: |
|
||||
cd nodejs
|
||||
npm ci
|
||||
|
||||
- name: Configure git user
|
||||
run: |
|
||||
git config user.name "lancedb automation"
|
||||
git config user.email "robot@lancedb.com"
|
||||
|
||||
- name: Run Codex to fix CI failure
|
||||
env:
|
||||
WORKFLOW_RUN_URL: ${{ inputs.workflow_run_url }}
|
||||
BRANCH: ${{ inputs.branch }}
|
||||
GUIDELINES: ${{ inputs.guidelines }}
|
||||
GITHUB_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
OPENAI_API_KEY: ${{ secrets.CODEX_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
|
||||
cat <<EOF >/tmp/codex-prompt.txt
|
||||
You are running inside the lancedb repository on a GitHub Actions runner. Your task is to fix a CI failure.
|
||||
|
||||
Input parameters:
|
||||
- Failing workflow run URL: ${WORKFLOW_RUN_URL}
|
||||
- Branch to fix: ${BRANCH}
|
||||
- Additional guidelines: ${GUIDELINES:-"None provided"}
|
||||
|
||||
Follow these steps exactly:
|
||||
|
||||
1. Extract the run ID from the workflow URL. The URL format is https://github.com/lancedb/lancedb/actions/runs/<run_id>.
|
||||
|
||||
2. Use "gh run view <run_id> --json jobs,conclusion,name" to get information about the failed run.
|
||||
|
||||
3. Identify which jobs failed. For each failed job, use "gh run view <run_id> --job <job_id> --log-failed" to get the failure logs.
|
||||
|
||||
4. Analyze the failure logs to understand what went wrong. Common failures include:
|
||||
- Compilation errors
|
||||
- Test failures
|
||||
- Clippy warnings treated as errors
|
||||
- Formatting issues
|
||||
- Dependency issues
|
||||
|
||||
5. Based on the analysis, fix the issues in the codebase:
|
||||
- For compilation errors: Fix the code that doesn't compile
|
||||
- For test failures: Fix the failing tests or the code they test
|
||||
- For clippy warnings: Apply the suggested fixes
|
||||
- For formatting issues: Run "cargo fmt --all"
|
||||
- For other issues: Apply appropriate fixes
|
||||
|
||||
6. After making fixes, verify them locally:
|
||||
- Run "cargo fmt --all" to ensure formatting is correct
|
||||
- Run "cargo clippy --workspace --tests --all-features -- -D warnings" to check for issues
|
||||
- Run ONLY the specific failing tests to confirm they pass now:
|
||||
- For Rust test failures: Run the specific test with "cargo test -p <crate> <test_name>"
|
||||
- For Python test failures: Build with "cd python && maturin develop" then run "pytest <specific_test_file>::<test_name>"
|
||||
- For Java test failures: Run "cd java && mvn test -Dtest=<TestClass>#<testMethod>"
|
||||
- For TypeScript test failures: Run "cd nodejs && npm run build && npm test -- --testNamePattern='<test_name>'"
|
||||
- Do NOT run the full test suite - only run the tests that were failing
|
||||
|
||||
7. If the additional guidelines are provided, follow them as well.
|
||||
|
||||
8. Inspect "git status --short" and "git diff" to review your changes.
|
||||
|
||||
9. Create a fix branch: "git checkout -b codex/fix-ci-<run_id>".
|
||||
|
||||
10. Stage all changes with "git add -A" and commit with message "fix: resolve CI failures from run <run_id>".
|
||||
|
||||
11. Push the branch: "git push origin codex/fix-ci-<run_id>". If the remote branch exists, delete it first with "gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/codex/fix-ci-<run_id>" then push. Do NOT use "git push --force" or "git push -f".
|
||||
|
||||
12. Create a pull request targeting "${BRANCH}":
|
||||
- Title: "ci: <short summary describing the fix>" (e.g., "ci: fix clippy warnings in lancedb" or "ci: resolve test flakiness in vector search")
|
||||
- First, write the PR body to /tmp/pr-body.md using a heredoc (cat <<'PREOF' > /tmp/pr-body.md). The body should include:
|
||||
- Link to the failing workflow run
|
||||
- Summary of what failed
|
||||
- Description of the fixes applied
|
||||
- Then run "gh pr create --base ${BRANCH} --body-file /tmp/pr-body.md".
|
||||
|
||||
13. Display the new PR URL, "git status --short", and a summary of what was fixed.
|
||||
|
||||
Constraints:
|
||||
- Use bash commands for all operations.
|
||||
- Do not merge the PR.
|
||||
- Do not modify GitHub workflow files unless they are the cause of the failure.
|
||||
- If any command fails, diagnose and attempt to fix the issue instead of aborting immediately.
|
||||
- If you cannot fix the issue automatically, create the PR anyway with a clear explanation of what you tried and what remains to be fixed.
|
||||
- env "GH_TOKEN" is available, use "gh" tools for GitHub-related operations.
|
||||
EOF
|
||||
|
||||
printenv OPENAI_API_KEY | codex login --with-api-key
|
||||
codex --config shell_environment_policy.ignore_default_excludes=true exec --dangerously-bypass-approvals-and-sandbox "$(cat /tmp/codex-prompt.txt)"
|
||||
@@ -75,28 +75,20 @@ jobs:
|
||||
VERSION="${VERSION#v}"
|
||||
BRANCH_NAME="codex/update-lance-${VERSION//[^a-zA-Z0-9]/-}"
|
||||
|
||||
# Use "chore" for beta/rc versions, "feat" for stable releases
|
||||
if [[ "${VERSION}" == *beta* ]] || [[ "${VERSION}" == *rc* ]]; then
|
||||
COMMIT_TYPE="chore"
|
||||
else
|
||||
COMMIT_TYPE="feat"
|
||||
fi
|
||||
|
||||
cat <<EOF >/tmp/codex-prompt.txt
|
||||
You are running inside the lancedb repository on a GitHub Actions runner. Update the Lance dependency to version ${VERSION} and prepare a pull request for maintainers to review.
|
||||
|
||||
Follow these steps exactly:
|
||||
1. Use script "ci/set_lance_version.py" to update Lance Rust dependencies. The script already refreshes Cargo metadata, so allow it to finish even if it takes time.
|
||||
2. Update the Java lance-core dependency version in "java/pom.xml": change the "<lance-core.version>...</lance-core.version>" property to "${VERSION}".
|
||||
3. Run "cargo clippy --workspace --tests --all-features -- -D warnings". If diagnostics appear, fix them yourself and rerun clippy until it exits cleanly. Do not skip any warnings.
|
||||
4. After clippy succeeds, run "cargo fmt --all" to format the workspace.
|
||||
5. Ensure the repository is clean except for intentional changes. Inspect "git status --short" and "git diff" to confirm the dependency update and any required fixes.
|
||||
6. Create and switch to a new branch named "${BRANCH_NAME}" (replace any duplicated hyphens if necessary).
|
||||
7. Stage all relevant files with "git add -A". Commit using the message "${COMMIT_TYPE}: update lance dependency to v${VERSION}".
|
||||
8. Push the branch to origin. If the remote branch already exists, delete it first with "gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/${BRANCH_NAME}" then push with "git push origin ${BRANCH_NAME}". Do NOT use "git push --force" or "git push -f".
|
||||
9. env "GH_TOKEN" is available, use "gh" tools for github related operations like creating pull request.
|
||||
10. Create a pull request targeting "main" with title "${COMMIT_TYPE}: update lance dependency to v${VERSION}". First, write the PR body to /tmp/pr-body.md using a heredoc (cat <<'EOF' > /tmp/pr-body.md). The body should summarize the dependency bump, clippy/fmt verification, and link the triggering tag (${TAG}). Then run "gh pr create --body-file /tmp/pr-body.md".
|
||||
11. After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
|
||||
1. Use script "ci/set_lance_version.py" to update Lance dependencies. The script already refreshes Cargo metadata, so allow it to finish even if it takes time.
|
||||
2. Run "cargo clippy --workspace --tests --all-features -- -D warnings". If diagnostics appear, fix them yourself and rerun clippy until it exits cleanly. Do not skip any warnings.
|
||||
3. After clippy succeeds, run "cargo fmt --all" to format the workspace.
|
||||
4. Ensure the repository is clean except for intentional changes. Inspect "git status --short" and "git diff" to confirm the dependency update and any required fixes.
|
||||
5. Create and switch to a new branch named "${BRANCH_NAME}" (replace any duplicated hyphens if necessary).
|
||||
6. Stage all relevant files with "git add -A". Commit using the message "chore: update lance dependency to v${VERSION}".
|
||||
7. Push the branch to origin. If the branch already exists, force-push your changes.
|
||||
8. env "GH_TOKEN" is available, use "gh" tools for github related operations like creating pull request.
|
||||
9. Create a pull request targeting "main" with title "chore: update lance dependency to v${VERSION}". In the body, summarize the dependency bump, clippy/fmt verification, and link the triggering tag (${TAG}).
|
||||
10. After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
|
||||
|
||||
Constraints:
|
||||
- Use bash commands; avoid modifying GitHub workflow files other than through the scripted task above.
|
||||
|
||||
2
.github/workflows/docs.yml
vendored
2
.github/workflows/docs.yml
vendored
@@ -41,7 +41,7 @@ jobs:
|
||||
sudo apt install -y protobuf-compiler libssl-dev
|
||||
rustup update && rustup default
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.10"
|
||||
cache: "pip"
|
||||
|
||||
1
.github/workflows/nodejs.yml
vendored
1
.github/workflows/nodejs.yml
vendored
@@ -8,7 +8,6 @@ on:
|
||||
paths:
|
||||
- Cargo.toml
|
||||
- nodejs/**
|
||||
- docs/src/js/**
|
||||
- .github/workflows/nodejs.yml
|
||||
- docker-compose.yml
|
||||
|
||||
|
||||
6
.github/workflows/npm-publish.yml
vendored
6
.github/workflows/npm-publish.yml
vendored
@@ -318,7 +318,7 @@ jobs:
|
||||
- name: Setup node
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 24
|
||||
node-version: 20
|
||||
cache: npm
|
||||
cache-dependency-path: nodejs/package-lock.json
|
||||
registry-url: "https://registry.npmjs.org"
|
||||
@@ -348,9 +348,9 @@ jobs:
|
||||
run: find npm
|
||||
- name: Publish
|
||||
env:
|
||||
NODE_AUTH_TOKEN: ${{ secrets.LANCEDB_NPM_REGISTRY_TOKEN }}
|
||||
DRY_RUN: ${{ !startsWith(github.ref, 'refs/tags/v') }}
|
||||
run: |
|
||||
npm config set provenance true
|
||||
ARGS="--access public"
|
||||
if [[ $DRY_RUN == "true" ]]; then
|
||||
ARGS="$ARGS --dry-run"
|
||||
@@ -363,7 +363,7 @@ jobs:
|
||||
name: Report Workflow Failure
|
||||
runs-on: ubuntu-latest
|
||||
needs: [build-lancedb, test-lancedb, publish]
|
||||
if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
|
||||
if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
|
||||
permissions:
|
||||
contents: read
|
||||
issues: write
|
||||
|
||||
20
.github/workflows/pypi-publish.yml
vendored
20
.github/workflows/pypi-publish.yml
vendored
@@ -44,12 +44,12 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.10"
|
||||
python-version: 3.8
|
||||
- uses: ./.github/workflows/build_linux_wheel
|
||||
with:
|
||||
python-minor-version: 10
|
||||
python-minor-version: 8
|
||||
args: "--release --strip ${{ matrix.config.extra_args }}"
|
||||
arm-build: ${{ matrix.config.platform == 'aarch64' }}
|
||||
manylinux: ${{ matrix.config.manylinux }}
|
||||
@@ -74,12 +74,12 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: 3.12
|
||||
- uses: ./.github/workflows/build_mac_wheel
|
||||
with:
|
||||
python-minor-version: 10
|
||||
python-minor-version: 8
|
||||
args: "--release --strip --target ${{ matrix.config.target }} --features fp16kernels"
|
||||
- uses: ./.github/workflows/upload_wheel
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
@@ -95,12 +95,12 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: 3.12
|
||||
- uses: ./.github/workflows/build_windows_wheel
|
||||
with:
|
||||
python-minor-version: 10
|
||||
python-minor-version: 8
|
||||
args: "--release --strip"
|
||||
vcpkg_token: ${{ secrets.VCPKG_GITHUB_PACKAGES }}
|
||||
- uses: ./.github/workflows/upload_wheel
|
||||
@@ -181,7 +181,7 @@ jobs:
|
||||
permissions:
|
||||
contents: read
|
||||
issues: write
|
||||
if: always() && failure() && startsWith(github.ref, 'refs/tags/python-v')
|
||||
if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- uses: ./.github/actions/create-failure-issue
|
||||
|
||||
28
.github/workflows/python.yml
vendored
28
.github/workflows/python.yml
vendored
@@ -36,9 +36,9 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- name: Install ruff
|
||||
run: |
|
||||
pip install ruff==0.9.9
|
||||
@@ -61,9 +61,9 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- name: Install protobuf compiler
|
||||
run: |
|
||||
sudo apt update
|
||||
@@ -90,9 +90,9 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
cache: "pip"
|
||||
- name: Install protobuf
|
||||
run: |
|
||||
@@ -110,7 +110,7 @@ jobs:
|
||||
timeout-minutes: 30
|
||||
strategy:
|
||||
matrix:
|
||||
python-minor-version: ["10", "13"]
|
||||
python-minor-version: ["9", "12"]
|
||||
runs-on: "ubuntu-24.04"
|
||||
defaults:
|
||||
run:
|
||||
@@ -126,7 +126,7 @@ jobs:
|
||||
sudo apt update
|
||||
sudo apt install -y protobuf-compiler
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: 3.${{ matrix.python-minor-version }}
|
||||
- uses: ./.github/workflows/build_linux_wheel
|
||||
@@ -156,9 +156,9 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- uses: ./.github/workflows/build_mac_wheel
|
||||
with:
|
||||
args: --profile ci
|
||||
@@ -185,9 +185,9 @@ jobs:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- uses: ./.github/workflows/build_windows_wheel
|
||||
with:
|
||||
args: --profile ci
|
||||
@@ -212,9 +212,9 @@ jobs:
|
||||
sudo apt update
|
||||
sudo apt install -y protobuf-compiler
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.10"
|
||||
python-version: 3.9
|
||||
- name: Install lancedb
|
||||
run: |
|
||||
pip install "pydantic<2"
|
||||
|
||||
10
.github/workflows/rust.yml
vendored
10
.github/workflows/rust.yml
vendored
@@ -48,8 +48,6 @@ jobs:
|
||||
run: cargo fmt --all -- --check
|
||||
- name: Run clippy
|
||||
run: cargo clippy --profile ci --workspace --tests --all-features -- -D warnings
|
||||
- name: Run clippy (without remote feature)
|
||||
run: cargo clippy --profile ci --workspace --tests -- -D warnings
|
||||
|
||||
build-no-lock:
|
||||
runs-on: ubuntu-24.04
|
||||
@@ -169,13 +167,13 @@ jobs:
|
||||
- name: Build
|
||||
run: |
|
||||
$env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
|
||||
cargo build --profile ci --features aws,remote --tests --locked --target ${{ matrix.target }}
|
||||
cargo build --profile ci --features remote --tests --locked --target ${{ matrix.target }}
|
||||
- name: Run tests
|
||||
# Can only run tests when target matches host
|
||||
if: ${{ matrix.target == 'x86_64-pc-windows-msvc' }}
|
||||
run: |
|
||||
$env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
|
||||
cargo test --profile ci --features aws,remote --locked
|
||||
cargo test --profile ci --features remote --locked
|
||||
|
||||
msrv:
|
||||
# Check the minimum supported Rust version
|
||||
@@ -183,7 +181,7 @@ jobs:
|
||||
runs-on: ubuntu-24.04
|
||||
strategy:
|
||||
matrix:
|
||||
msrv: ["1.88.0"] # This should match up with rust-version in Cargo.toml
|
||||
msrv: ["1.78.0"] # This should match up with rust-version in Cargo.toml
|
||||
env:
|
||||
# Need up-to-date compilers for kernels
|
||||
CC: clang-18
|
||||
@@ -214,6 +212,4 @@ jobs:
|
||||
cargo update -p aws-sdk-sts --precise 1.51.0
|
||||
cargo update -p home --precise 0.5.9
|
||||
- name: cargo +${{ matrix.msrv }} check
|
||||
env:
|
||||
RUSTUP_TOOLCHAIN: ${{ matrix.msrv }}
|
||||
run: cargo check --profile ci --workspace --tests --benches --all-features
|
||||
|
||||
867
Cargo.lock
generated
867
Cargo.lock
generated
File diff suppressed because it is too large
Load Diff
61
Cargo.toml
61
Cargo.toml
@@ -12,43 +12,42 @@ repository = "https://github.com/lancedb/lancedb"
|
||||
description = "Serverless, low-latency vector database for AI applications"
|
||||
keywords = ["lancedb", "lance", "database", "vector", "search"]
|
||||
categories = ["database-implementations"]
|
||||
rust-version = "1.88.0"
|
||||
rust-version = "1.78.0"
|
||||
|
||||
[workspace.dependencies]
|
||||
lance = { "version" = "=2.0.1", default-features = false }
|
||||
lance-core = "=2.0.1"
|
||||
lance-datagen = "=2.0.1"
|
||||
lance-file = "=2.0.1"
|
||||
lance-io = { "version" = "=2.0.1", default-features = false }
|
||||
lance-index = "=2.0.1"
|
||||
lance-linalg = "=2.0.1"
|
||||
lance-namespace = "=2.0.1"
|
||||
lance-namespace-impls = { "version" = "=2.0.1", default-features = false }
|
||||
lance-table = "=2.0.1"
|
||||
lance-testing = "=2.0.1"
|
||||
lance-datafusion = "=2.0.1"
|
||||
lance-encoding = "=2.0.1"
|
||||
lance-arrow = "=2.0.1"
|
||||
lance = { "version" = "=2.0.0-beta.3", default-features = false, "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-core = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datagen = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-file = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-io = { "version" = "=2.0.0-beta.3", default-features = false, "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-index = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-linalg = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace-impls = { "version" = "=2.0.0-beta.3", default-features = false, "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-table = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-testing = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datafusion = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-encoding = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-arrow = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
ahash = "0.8"
|
||||
# Note that this one does not include pyarrow
|
||||
arrow = { version = "57.2", optional = false }
|
||||
arrow-array = "57.2"
|
||||
arrow-data = "57.2"
|
||||
arrow-ipc = "57.2"
|
||||
arrow-ord = "57.2"
|
||||
arrow-schema = "57.2"
|
||||
arrow-select = "57.2"
|
||||
arrow-cast = "57.2"
|
||||
arrow = { version = "56.2", optional = false }
|
||||
arrow-array = "56.2"
|
||||
arrow-data = "56.2"
|
||||
arrow-ipc = "56.2"
|
||||
arrow-ord = "56.2"
|
||||
arrow-schema = "56.2"
|
||||
arrow-select = "56.2"
|
||||
arrow-cast = "56.2"
|
||||
async-trait = "0"
|
||||
datafusion = { version = "51.0", default-features = false }
|
||||
datafusion-catalog = "51.0"
|
||||
datafusion-common = { version = "51.0", default-features = false }
|
||||
datafusion-execution = "51.0"
|
||||
datafusion-expr = "51.0"
|
||||
datafusion-physical-plan = "51.0"
|
||||
datafusion-physical-expr = "51.0"
|
||||
datafusion = { version = "50.1", default-features = false }
|
||||
datafusion-catalog = "50.1"
|
||||
datafusion-common = { version = "50.1", default-features = false }
|
||||
datafusion-execution = "50.1"
|
||||
datafusion-expr = "50.1"
|
||||
datafusion-physical-plan = "50.1"
|
||||
env_logger = "0.11"
|
||||
half = { "version" = "2.7.1", default-features = false, features = [
|
||||
half = { "version" = "2.6.0", default-features = false, features = [
|
||||
"num-traits",
|
||||
] }
|
||||
futures = "0"
|
||||
|
||||
9
Makefile
9
Makefile
@@ -1,9 +0,0 @@
|
||||
.PHONY: licenses
|
||||
|
||||
licenses:
|
||||
cargo about generate about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c about.toml
|
||||
cd python && cargo about generate ../about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c ../about.toml
|
||||
cd python && uv sync --all-extras && uv tool run pip-licenses --python .venv/bin/python --format=markdown --with-urls --output-file=PYTHON_THIRD_PARTY_LICENSES.md
|
||||
cd nodejs && cargo about generate ../about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c ../about.toml
|
||||
cd nodejs && npx license-checker --markdown --out NODEJS_THIRD_PARTY_LICENSES.md
|
||||
cd java && ./mvnw license:aggregate-add-third-party -q
|
||||
@@ -66,7 +66,7 @@ Follow the [Quickstart](https://lancedb.com/docs/quickstart/) doc to set up Lanc
|
||||
| Python SDK | https://lancedb.github.io/lancedb/python/python/ |
|
||||
| Typescript SDK | https://lancedb.github.io/lancedb/js/globals/ |
|
||||
| Rust SDK | https://docs.rs/lancedb/latest/lancedb/index.html |
|
||||
| REST API | https://docs.lancedb.com/api-reference/rest |
|
||||
| REST API | https://docs.lancedb.com/api-reference/introduction |
|
||||
|
||||
## **Join Us and Contribute**
|
||||
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
70
about.hbs
70
about.hbs
@@ -1,70 +0,0 @@
|
||||
<html>
|
||||
|
||||
<head>
|
||||
<style>
|
||||
@media (prefers-color-scheme: dark) {
|
||||
body {
|
||||
background: #333;
|
||||
color: white;
|
||||
}
|
||||
a {
|
||||
color: skyblue;
|
||||
}
|
||||
}
|
||||
.container {
|
||||
font-family: sans-serif;
|
||||
max-width: 800px;
|
||||
margin: 0 auto;
|
||||
}
|
||||
.intro {
|
||||
text-align: center;
|
||||
}
|
||||
.licenses-list {
|
||||
list-style-type: none;
|
||||
margin: 0;
|
||||
padding: 0;
|
||||
}
|
||||
.license-used-by {
|
||||
margin-top: -10px;
|
||||
}
|
||||
.license-text {
|
||||
max-height: 200px;
|
||||
overflow-y: scroll;
|
||||
white-space: pre-wrap;
|
||||
}
|
||||
</style>
|
||||
</head>
|
||||
|
||||
<body>
|
||||
<main class="container">
|
||||
<div class="intro">
|
||||
<h1>Third Party Licenses</h1>
|
||||
<p>This page lists the licenses of the projects used in cargo-about.</p>
|
||||
</div>
|
||||
|
||||
<h2>Overview of licenses:</h2>
|
||||
<ul class="licenses-overview">
|
||||
{{#each overview}}
|
||||
<li><a href="#{{id}}">{{name}}</a> ({{count}})</li>
|
||||
{{/each}}
|
||||
</ul>
|
||||
|
||||
<h2>All license text:</h2>
|
||||
<ul class="licenses-list">
|
||||
{{#each licenses}}
|
||||
<li class="license">
|
||||
<h3 id="{{id}}">{{name}}</h3>
|
||||
<h4>Used by:</h4>
|
||||
<ul class="license-used-by">
|
||||
{{#each used_by}}
|
||||
<li><a href="{{#if crate.repository}} {{crate.repository}} {{else}} https://crates.io/crates/{{crate.name}} {{/if}}">{{crate.name}} {{crate.version}}</a></li>
|
||||
{{/each}}
|
||||
</ul>
|
||||
<pre class="license-text">{{text}}</pre>
|
||||
</li>
|
||||
{{/each}}
|
||||
</ul>
|
||||
</main>
|
||||
</body>
|
||||
|
||||
</html>
|
||||
18
about.toml
18
about.toml
@@ -1,18 +0,0 @@
|
||||
accepted = [
|
||||
"0BSD",
|
||||
"Apache-2.0",
|
||||
"Apache-2.0 WITH LLVM-exception",
|
||||
"BSD-2-Clause",
|
||||
"BSD-3-Clause",
|
||||
"BSL-1.0",
|
||||
"bzip2-1.0.6",
|
||||
"CC0-1.0",
|
||||
"CDDL-1.0",
|
||||
"CDLA-Permissive-2.0",
|
||||
"ISC",
|
||||
"MIT",
|
||||
"MPL-2.0",
|
||||
"OpenSSL",
|
||||
"Unicode-3.0",
|
||||
"Zlib",
|
||||
]
|
||||
@@ -16,7 +16,7 @@ check_command_exists() {
|
||||
}
|
||||
|
||||
if [[ ! -e ./lancedb ]]; then
|
||||
if [[ x${SOPHON_READ_TOKEN} != "x" ]]; then
|
||||
if [[ -v SOPHON_READ_TOKEN ]]; then
|
||||
INPUT="lancedb-linux-x64"
|
||||
gh release \
|
||||
--repo lancedb/lancedb \
|
||||
|
||||
@@ -11,7 +11,7 @@ watch:
|
||||
theme:
|
||||
name: "material"
|
||||
logo: assets/logo.png
|
||||
favicon: assets/favicon.ico
|
||||
favicon: assets/logo.png
|
||||
palette:
|
||||
# Palette toggle for light mode
|
||||
- scheme: lancedb
|
||||
@@ -32,6 +32,8 @@ theme:
|
||||
- content.tooltips
|
||||
- toc.follow
|
||||
- navigation.top
|
||||
- navigation.tabs
|
||||
- navigation.tabs.sticky
|
||||
- navigation.footer
|
||||
- navigation.tracking
|
||||
- navigation.instant
|
||||
@@ -113,13 +115,12 @@ markdown_extensions:
|
||||
emoji_index: !!python/name:material.extensions.emoji.twemoji
|
||||
emoji_generator: !!python/name:material.extensions.emoji.to_svg
|
||||
- markdown.extensions.toc:
|
||||
toc_depth: 3
|
||||
permalink: true
|
||||
permalink_title: Anchor link to this section
|
||||
baselevel: 1
|
||||
permalink: ""
|
||||
|
||||
nav:
|
||||
- Documentation:
|
||||
- SDK Reference: index.md
|
||||
- API reference:
|
||||
- Overview: index.md
|
||||
- Python: python/python.md
|
||||
- Javascript/TypeScript: js/globals.md
|
||||
- Java: java/java.md
|
||||
|
||||
Binary file not shown.
|
Before Width: | Height: | Size: 15 KiB |
@@ -1,111 +0,0 @@
|
||||
# VoyageAI Embeddings : Multimodal
|
||||
|
||||
VoyageAI embeddings can also be used to embed both text and image data, only some of the models support image data and you can check the list
|
||||
under [https://docs.voyageai.com/docs/multimodal-embeddings](https://docs.voyageai.com/docs/multimodal-embeddings)
|
||||
|
||||
Supported multimodal models:
|
||||
|
||||
- `voyage-multimodal-3` - 1024 dimensions (text + images)
|
||||
- `voyage-multimodal-3.5` - Flexible dimensions (256, 512, 1024 default, 2048). Supports text, images, and video.
|
||||
|
||||
### Video Support (voyage-multimodal-3.5)
|
||||
|
||||
The `voyage-multimodal-3.5` model supports video input through:
|
||||
- Video URLs (`.mp4`, `.webm`, `.mov`, `.avi`, `.mkv`, `.m4v`, `.gif`)
|
||||
- Video file paths
|
||||
|
||||
Constraints: Max 20MB video size.
|
||||
|
||||
Supported parameters (to be passed in `create` method) are:
|
||||
|
||||
| Parameter | Type | Default Value | Description |
|
||||
|---|---|-------------------------|-------------------------------------------|
|
||||
| `name` | `str` | `"voyage-multimodal-3"` | The model ID of the VoyageAI model to use |
|
||||
| `output_dimension` | `int` | `None` | Output dimension for voyage-multimodal-3.5. Valid: 256, 512, 1024, 2048 |
|
||||
|
||||
Usage Example:
|
||||
|
||||
```python
|
||||
import base64
|
||||
import os
|
||||
from io import BytesIO
|
||||
|
||||
import requests
|
||||
import lancedb
|
||||
from lancedb.pydantic import LanceModel, Vector
|
||||
from lancedb.embeddings import get_registry
|
||||
import pandas as pd
|
||||
|
||||
os.environ['VOYAGE_API_KEY'] = 'YOUR_VOYAGE_API_KEY'
|
||||
|
||||
db = lancedb.connect(".lancedb")
|
||||
func = get_registry().get("voyageai").create(name="voyage-multimodal-3")
|
||||
|
||||
|
||||
def image_to_base64(image_bytes: bytes):
|
||||
buffered = BytesIO(image_bytes)
|
||||
img_str = base64.b64encode(buffered.getvalue())
|
||||
return img_str.decode("utf-8")
|
||||
|
||||
|
||||
class Images(LanceModel):
|
||||
label: str
|
||||
image_uri: str = func.SourceField() # image uri as the source
|
||||
image_bytes: str = func.SourceField() # image bytes base64 encoded as the source
|
||||
vector: Vector(func.ndims()) = func.VectorField() # vector column
|
||||
vec_from_bytes: Vector(func.ndims()) = func.VectorField() # Another vector column
|
||||
|
||||
|
||||
if "images" in db.table_names():
|
||||
db.drop_table("images")
|
||||
table = db.create_table("images", schema=Images)
|
||||
labels = ["cat", "cat", "dog", "dog", "horse", "horse"]
|
||||
uris = [
|
||||
"http://farm1.staticflickr.com/53/167798175_7c7845bbbd_z.jpg",
|
||||
"http://farm1.staticflickr.com/134/332220238_da527d8140_z.jpg",
|
||||
"http://farm9.staticflickr.com/8387/8602747737_2e5c2a45d4_z.jpg",
|
||||
"http://farm5.staticflickr.com/4092/5017326486_1f46057f5f_z.jpg",
|
||||
"http://farm9.staticflickr.com/8216/8434969557_d37882c42d_z.jpg",
|
||||
"http://farm6.staticflickr.com/5142/5835678453_4f3a4edb45_z.jpg",
|
||||
]
|
||||
# get each uri as bytes
|
||||
images_bytes = [image_to_base64(requests.get(uri).content) for uri in uris]
|
||||
table.add(
|
||||
pd.DataFrame({"label": labels, "image_uri": uris, "image_bytes": images_bytes})
|
||||
)
|
||||
```
|
||||
Now we can search using text from both the default vector column and the custom vector column
|
||||
```python
|
||||
|
||||
# text search
|
||||
actual = table.search("man's best friend", "vec_from_bytes").limit(1).to_pydantic(Images)[0]
|
||||
print(actual.label) # prints "dog"
|
||||
|
||||
frombytes = (
|
||||
table.search("man's best friend", vector_column_name="vec_from_bytes")
|
||||
.limit(1)
|
||||
.to_pydantic(Images)[0]
|
||||
)
|
||||
print(frombytes.label)
|
||||
|
||||
```
|
||||
|
||||
Because we're using a multi-modal embedding function, we can also search using images
|
||||
|
||||
```python
|
||||
# image search
|
||||
query_image_uri = "http://farm1.staticflickr.com/200/467715466_ed4a31801f_z.jpg"
|
||||
image_bytes = requests.get(query_image_uri).content
|
||||
query_image = Image.open(BytesIO(image_bytes))
|
||||
actual = table.search(query_image, "vec_from_bytes").limit(1).to_pydantic(Images)[0]
|
||||
print(actual.label == "dog")
|
||||
|
||||
# image search using a custom vector column
|
||||
other = (
|
||||
table.search(query_image, vector_column_name="vec_from_bytes")
|
||||
.limit(1)
|
||||
.to_pydantic(Images)[0]
|
||||
)
|
||||
print(actual.label)
|
||||
|
||||
```
|
||||
@@ -1,62 +0,0 @@
|
||||
# VoyageAI Embeddings
|
||||
|
||||
Voyage AI provides cutting-edge embedding and rerankers.
|
||||
|
||||
|
||||
Using voyageai API requires voyageai package, which can be installed using `pip install voyageai`. Voyage AI embeddings are used to generate embeddings for text data. The embeddings can be used for various tasks like semantic search, clustering, and classification.
|
||||
You also need to set the `VOYAGE_API_KEY` environment variable to use the VoyageAI API.
|
||||
|
||||
Supported models are:
|
||||
|
||||
**Voyage-4 Series (Latest)**
|
||||
|
||||
- voyage-4 (1024 dims, general-purpose and multilingual retrieval, 320K batch tokens)
|
||||
- voyage-4-lite (1024 dims, optimized for latency and cost, 1M batch tokens)
|
||||
- voyage-4-large (1024 dims, best retrieval quality, 120K batch tokens)
|
||||
|
||||
**Voyage-3 Series**
|
||||
|
||||
- voyage-3
|
||||
- voyage-3-lite
|
||||
|
||||
**Domain-Specific Models**
|
||||
|
||||
- voyage-finance-2
|
||||
- voyage-multilingual-2
|
||||
- voyage-law-2
|
||||
- voyage-code-2
|
||||
|
||||
|
||||
Supported parameters (to be passed in `create` method) are:
|
||||
|
||||
| Parameter | Type | Default Value | Description |
|
||||
|---|---|--------|---------|
|
||||
| `name` | `str` | `None` | The model ID of the model to use. Supported base models for Text Embeddings: voyage-4, voyage-4-lite, voyage-4-large, voyage-3, voyage-3-lite, voyage-finance-2, voyage-multilingual-2, voyage-law-2, voyage-code-2 |
|
||||
| `input_type` | `str` | `None` | Type of the input text. Default to None. Other options: query, document. |
|
||||
| `truncation` | `bool` | `True` | Whether to truncate the input texts to fit within the context length. |
|
||||
|
||||
|
||||
Usage Example:
|
||||
|
||||
```python
|
||||
import lancedb
|
||||
from lancedb.pydantic import LanceModel, Vector
|
||||
from lancedb.embeddings import EmbeddingFunctionRegistry
|
||||
|
||||
voyageai = EmbeddingFunctionRegistry
|
||||
.get_instance()
|
||||
.get("voyageai")
|
||||
.create(name="voyage-3")
|
||||
|
||||
class TextModel(LanceModel):
|
||||
text: str = voyageai.SourceField()
|
||||
vector: Vector(voyageai.ndims()) = voyageai.VectorField()
|
||||
|
||||
data = [ { "text": "hello world" },
|
||||
{ "text": "goodbye world" }]
|
||||
|
||||
db = lancedb.connect("~/.lancedb")
|
||||
tbl = db.create_table("test", schema=TextModel, mode="overwrite")
|
||||
|
||||
tbl.add(data)
|
||||
```
|
||||
@@ -1,12 +1,8 @@
|
||||
# SDK Reference
|
||||
# API Reference
|
||||
|
||||
This site contains the API reference for the client SDKs supported by [LanceDB](https://lancedb.com).
|
||||
This page contains the API reference for the SDKs supported by the LanceDB team.
|
||||
|
||||
- [Python](python/python.md)
|
||||
- [JavaScript/TypeScript](js/globals.md)
|
||||
- [Java](java/java.md)
|
||||
- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
|
||||
|
||||
!!! info "LanceDB Documentation"
|
||||
|
||||
If you're looking for the full documentation of LanceDB, visit [docs.lancedb.com](https://docs.lancedb.com).
|
||||
- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
|
||||
@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
|
||||
<dependency>
|
||||
<groupId>com.lancedb</groupId>
|
||||
<artifactId>lancedb-core</artifactId>
|
||||
<version>0.26.2</version>
|
||||
<version>0.23.1-beta.1</version>
|
||||
</dependency>
|
||||
```
|
||||
|
||||
|
||||
@@ -367,27 +367,6 @@ Use [Table.listIndices](Table.md#listindices) to find the names of the indices.
|
||||
|
||||
***
|
||||
|
||||
### initialStorageOptions()
|
||||
|
||||
```ts
|
||||
abstract initialStorageOptions(): Promise<undefined | null | Record<string, string>>
|
||||
```
|
||||
|
||||
Get the initial storage options that were passed in when opening this table.
|
||||
|
||||
For dynamically refreshed options (e.g., credential vending), use
|
||||
[Table.latestStorageOptions](Table.md#lateststorageoptions).
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`undefined` \| `null` \| `Record`<`string`, `string`>>
|
||||
|
||||
The storage options, or undefined if no storage options were configured.
|
||||
|
||||
***
|
||||
|
||||
### isOpen()
|
||||
|
||||
```ts
|
||||
@@ -402,28 +381,6 @@ Return true if the table has not been closed
|
||||
|
||||
***
|
||||
|
||||
### latestStorageOptions()
|
||||
|
||||
```ts
|
||||
abstract latestStorageOptions(): Promise<undefined | null | Record<string, string>>
|
||||
```
|
||||
|
||||
Get the latest storage options, refreshing from provider if configured.
|
||||
|
||||
This method is useful for credential vending scenarios where storage options
|
||||
may be refreshed dynamically. If no dynamic provider is configured, this
|
||||
returns the initial static options.
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`undefined` \| `null` \| `Record`<`string`, `string`>>
|
||||
|
||||
The storage options, or undefined if no storage options were configured.
|
||||
|
||||
***
|
||||
|
||||
### listIndices()
|
||||
|
||||
```ts
|
||||
@@ -748,11 +705,8 @@ Create a query that returns a subset of the rows in the table.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **rowIds**: readonly (`number` \| `bigint`)[]
|
||||
* **rowIds**: `number`[]
|
||||
The row ids of the rows to return.
|
||||
Row ids returned by `withRowId()` are `bigint`, so `bigint[]` is supported.
|
||||
For convenience / backwards compatibility, `number[]` is also accepted (for
|
||||
small row ids that fit in a safe integer).
|
||||
|
||||
#### Returns
|
||||
|
||||
|
||||
@@ -85,26 +85,17 @@
|
||||
|
||||
/* Header gradient (only header area) */
|
||||
.md-header {
|
||||
background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
|
||||
background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
|
||||
box-shadow: inset 0 1px 0 rgba(255,255,255,0.08), 0 1px 0 rgba(0,0,0,0.08);
|
||||
}
|
||||
|
||||
/* Improve brand title contrast on the lavender side */
|
||||
.md-header__title,
|
||||
.md-header__topic,
|
||||
.md-header__title .md-ellipsis,
|
||||
.md-header__topic .md-ellipsis {
|
||||
color: #2b1b3a;
|
||||
text-shadow: 0 1px 0 rgba(255, 255, 255, 0.25);
|
||||
}
|
||||
|
||||
/* Same colors as header for tabs (that hold the text) */
|
||||
.md-tabs {
|
||||
background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
|
||||
background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
|
||||
}
|
||||
|
||||
/* Dark scheme variant */
|
||||
[data-md-color-scheme="slate"] .md-header,
|
||||
[data-md-color-scheme="slate"] .md-tabs {
|
||||
background: linear-gradient(90deg, #e4d8f8 0%, #F0B7C1 45%, #E55A2B 100%);
|
||||
background: linear-gradient(90deg, #3B2E58 0%, #F0B7C1 45%, #E55A2B 100%);
|
||||
}
|
||||
|
||||
@@ -1,71 +0,0 @@
|
||||
|
||||
List of third-party dependencies grouped by their license type.
|
||||
|
||||
Apache 2.0:
|
||||
|
||||
* error-prone annotations (com.google.errorprone:error_prone_annotations:2.28.0 - https://errorprone.info/error_prone_annotations)
|
||||
|
||||
Apache License 2.0:
|
||||
|
||||
* JsonNullable Jackson module (org.openapitools:jackson-databind-nullable:0.2.6 - https://github.com/OpenAPITools/jackson-databind-nullable)
|
||||
|
||||
Apache License V2.0:
|
||||
|
||||
* FlatBuffers Java API (com.google.flatbuffers:flatbuffers-java:23.5.26 - https://github.com/google/flatbuffers)
|
||||
|
||||
Apache License, Version 2.0:
|
||||
|
||||
* Apache Commons Codec (commons-codec:commons-codec:1.15 - https://commons.apache.org/proper/commons-codec/)
|
||||
* Apache HttpClient (org.apache.httpcomponents.client5:httpclient5:5.2.1 - https://hc.apache.org/httpcomponents-client-5.0.x/5.2.1/httpclient5/)
|
||||
* Apache HttpComponents Core HTTP/1.1 (org.apache.httpcomponents.core5:httpcore5:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5/)
|
||||
* Apache HttpComponents Core HTTP/2 (org.apache.httpcomponents.core5:httpcore5-h2:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5-h2/)
|
||||
* Arrow Format (org.apache.arrow:arrow-format:15.0.0 - https://arrow.apache.org/arrow-format/)
|
||||
* Arrow Java C Data Interface (org.apache.arrow:arrow-c-data:15.0.0 - https://arrow.apache.org/arrow-c-data/)
|
||||
* Arrow Java Dataset (org.apache.arrow:arrow-dataset:15.0.0 - https://arrow.apache.org/arrow-dataset/)
|
||||
* Arrow Memory - Core (org.apache.arrow:arrow-memory-core:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-core/)
|
||||
* Arrow Memory - Netty (org.apache.arrow:arrow-memory-netty:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-netty/)
|
||||
* Arrow Vectors (org.apache.arrow:arrow-vector:15.0.0 - https://arrow.apache.org/arrow-vector/)
|
||||
* Guava: Google Core Libraries for Java (com.google.guava:guava:33.3.1-jre - https://github.com/google/guava)
|
||||
* J2ObjC Annotations (com.google.j2objc:j2objc-annotations:3.0.0 - https://github.com/google/j2objc/)
|
||||
* Netty/Buffer (io.netty:netty-buffer:4.1.104.Final - https://netty.io/netty-buffer/)
|
||||
* Netty/Common (io.netty:netty-common:4.1.104.Final - https://netty.io/netty-common/)
|
||||
|
||||
Apache-2.0:
|
||||
|
||||
* Apache Commons Lang (org.apache.commons:commons-lang3:3.18.0 - https://commons.apache.org/proper/commons-lang/)
|
||||
* lance-namespace-apache-client (org.lance:lance-namespace-apache-client:0.4.5 - https://github.com/openapitools/openapi-generator)
|
||||
* lance-namespace-core (org.lance:lance-namespace-core:0.4.5 - https://lance.org/format/namespace/lance-namespace-core/)
|
||||
|
||||
EDL 1.0:
|
||||
|
||||
* Jakarta Activation API jar (jakarta.activation:jakarta.activation-api:1.2.2 - https://github.com/eclipse-ee4j/jaf/jakarta.activation-api)
|
||||
|
||||
Eclipse Distribution License - v 1.0:
|
||||
|
||||
* Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
|
||||
* Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
|
||||
* Jakarta XML Binding API (jakarta.xml.bind:jakarta.xml.bind-api:2.3.3 - https://github.com/eclipse-ee4j/jaxb-api/jakarta.xml.bind-api)
|
||||
|
||||
Eclipse Public License - v 1.0:
|
||||
|
||||
* Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
|
||||
* Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
|
||||
|
||||
The Apache Software License, Version 2.0:
|
||||
|
||||
* FindBugs-jsr305 (com.google.code.findbugs:jsr305:3.0.2 - http://findbugs.sourceforge.net/)
|
||||
* Guava InternalFutureFailureAccess and InternalFutures (com.google.guava:failureaccess:1.0.2 - https://github.com/google/guava/failureaccess)
|
||||
* Guava ListenableFuture only (com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava - https://github.com/google/guava/listenablefuture)
|
||||
* Jackson datatype: JSR310 (com.fasterxml.jackson.datatype:jackson-datatype-jsr310:2.16.0 - https://github.com/FasterXML/jackson-modules-java8/jackson-datatype-jsr310)
|
||||
* Jackson module: Old JAXB Annotations (javax.xml.bind) (com.fasterxml.jackson.module:jackson-module-jaxb-annotations:2.17.1 - https://github.com/FasterXML/jackson-modules-base)
|
||||
* Jackson-annotations (com.fasterxml.jackson.core:jackson-annotations:2.16.0 - https://github.com/FasterXML/jackson)
|
||||
* Jackson-core (com.fasterxml.jackson.core:jackson-core:2.16.0 - https://github.com/FasterXML/jackson-core)
|
||||
* jackson-databind (com.fasterxml.jackson.core:jackson-databind:2.15.2 - https://github.com/FasterXML/jackson)
|
||||
* Jackson-JAXRS: base (com.fasterxml.jackson.jaxrs:jackson-jaxrs-base:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-base)
|
||||
* Jackson-JAXRS: JSON (com.fasterxml.jackson.jaxrs:jackson-jaxrs-json-provider:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-json-provider)
|
||||
* JAR JNI Loader (org.questdb:jar-jni:1.1.1 - https://github.com/questdb/rust-maven-plugin)
|
||||
* Lance Core (org.lance:lance-core:2.0.0 - https://lance.org/)
|
||||
|
||||
The MIT License:
|
||||
|
||||
* Checker Qual (org.checkerframework:checker-qual:3.43.0 - https://checkerframework.org/)
|
||||
@@ -1,71 +0,0 @@
|
||||
|
||||
List of third-party dependencies grouped by their license type.
|
||||
|
||||
Apache 2.0:
|
||||
|
||||
* error-prone annotations (com.google.errorprone:error_prone_annotations:2.28.0 - https://errorprone.info/error_prone_annotations)
|
||||
|
||||
Apache License 2.0:
|
||||
|
||||
* JsonNullable Jackson module (org.openapitools:jackson-databind-nullable:0.2.6 - https://github.com/OpenAPITools/jackson-databind-nullable)
|
||||
|
||||
Apache License V2.0:
|
||||
|
||||
* FlatBuffers Java API (com.google.flatbuffers:flatbuffers-java:23.5.26 - https://github.com/google/flatbuffers)
|
||||
|
||||
Apache License, Version 2.0:
|
||||
|
||||
* Apache Commons Codec (commons-codec:commons-codec:1.15 - https://commons.apache.org/proper/commons-codec/)
|
||||
* Apache HttpClient (org.apache.httpcomponents.client5:httpclient5:5.2.1 - https://hc.apache.org/httpcomponents-client-5.0.x/5.2.1/httpclient5/)
|
||||
* Apache HttpComponents Core HTTP/1.1 (org.apache.httpcomponents.core5:httpcore5:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5/)
|
||||
* Apache HttpComponents Core HTTP/2 (org.apache.httpcomponents.core5:httpcore5-h2:5.2 - https://hc.apache.org/httpcomponents-core-5.2.x/5.2/httpcore5-h2/)
|
||||
* Arrow Format (org.apache.arrow:arrow-format:15.0.0 - https://arrow.apache.org/arrow-format/)
|
||||
* Arrow Java C Data Interface (org.apache.arrow:arrow-c-data:15.0.0 - https://arrow.apache.org/arrow-c-data/)
|
||||
* Arrow Java Dataset (org.apache.arrow:arrow-dataset:15.0.0 - https://arrow.apache.org/arrow-dataset/)
|
||||
* Arrow Memory - Core (org.apache.arrow:arrow-memory-core:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-core/)
|
||||
* Arrow Memory - Netty (org.apache.arrow:arrow-memory-netty:15.0.0 - https://arrow.apache.org/arrow-memory/arrow-memory-netty/)
|
||||
* Arrow Vectors (org.apache.arrow:arrow-vector:15.0.0 - https://arrow.apache.org/arrow-vector/)
|
||||
* Guava: Google Core Libraries for Java (com.google.guava:guava:33.3.1-jre - https://github.com/google/guava)
|
||||
* J2ObjC Annotations (com.google.j2objc:j2objc-annotations:3.0.0 - https://github.com/google/j2objc/)
|
||||
* Netty/Buffer (io.netty:netty-buffer:4.1.104.Final - https://netty.io/netty-buffer/)
|
||||
* Netty/Common (io.netty:netty-common:4.1.104.Final - https://netty.io/netty-common/)
|
||||
|
||||
Apache-2.0:
|
||||
|
||||
* Apache Commons Lang (org.apache.commons:commons-lang3:3.18.0 - https://commons.apache.org/proper/commons-lang/)
|
||||
* lance-namespace-apache-client (org.lance:lance-namespace-apache-client:0.4.5 - https://github.com/openapitools/openapi-generator)
|
||||
* lance-namespace-core (org.lance:lance-namespace-core:0.4.5 - https://lance.org/format/namespace/lance-namespace-core/)
|
||||
|
||||
EDL 1.0:
|
||||
|
||||
* Jakarta Activation API jar (jakarta.activation:jakarta.activation-api:1.2.2 - https://github.com/eclipse-ee4j/jaf/jakarta.activation-api)
|
||||
|
||||
Eclipse Distribution License - v 1.0:
|
||||
|
||||
* Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
|
||||
* Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
|
||||
* Jakarta XML Binding API (jakarta.xml.bind:jakarta.xml.bind-api:2.3.3 - https://github.com/eclipse-ee4j/jaxb-api/jakarta.xml.bind-api)
|
||||
|
||||
Eclipse Public License - v 1.0:
|
||||
|
||||
* Eclipse Collections API (org.eclipse.collections:eclipse-collections-api:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections-api)
|
||||
* Eclipse Collections Main Library (org.eclipse.collections:eclipse-collections:11.1.0 - https://github.com/eclipse/eclipse-collections/eclipse-collections)
|
||||
|
||||
The Apache Software License, Version 2.0:
|
||||
|
||||
* FindBugs-jsr305 (com.google.code.findbugs:jsr305:3.0.2 - http://findbugs.sourceforge.net/)
|
||||
* Guava InternalFutureFailureAccess and InternalFutures (com.google.guava:failureaccess:1.0.2 - https://github.com/google/guava/failureaccess)
|
||||
* Guava ListenableFuture only (com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava - https://github.com/google/guava/listenablefuture)
|
||||
* Jackson datatype: JSR310 (com.fasterxml.jackson.datatype:jackson-datatype-jsr310:2.16.0 - https://github.com/FasterXML/jackson-modules-java8/jackson-datatype-jsr310)
|
||||
* Jackson module: Old JAXB Annotations (javax.xml.bind) (com.fasterxml.jackson.module:jackson-module-jaxb-annotations:2.17.1 - https://github.com/FasterXML/jackson-modules-base)
|
||||
* Jackson-annotations (com.fasterxml.jackson.core:jackson-annotations:2.16.0 - https://github.com/FasterXML/jackson)
|
||||
* Jackson-core (com.fasterxml.jackson.core:jackson-core:2.16.0 - https://github.com/FasterXML/jackson-core)
|
||||
* jackson-databind (com.fasterxml.jackson.core:jackson-databind:2.15.2 - https://github.com/FasterXML/jackson)
|
||||
* Jackson-JAXRS: base (com.fasterxml.jackson.jaxrs:jackson-jaxrs-base:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-base)
|
||||
* Jackson-JAXRS: JSON (com.fasterxml.jackson.jaxrs:jackson-jaxrs-json-provider:2.17.1 - https://github.com/FasterXML/jackson-jaxrs-providers/jackson-jaxrs-json-provider)
|
||||
* JAR JNI Loader (org.questdb:jar-jni:1.1.1 - https://github.com/questdb/rust-maven-plugin)
|
||||
* Lance Core (org.lance:lance-core:2.0.0 - https://lance.org/)
|
||||
|
||||
The MIT License:
|
||||
|
||||
* Checker Qual (org.checkerframework:checker-qual:3.43.0 - https://checkerframework.org/)
|
||||
@@ -8,7 +8,7 @@
|
||||
<parent>
|
||||
<groupId>com.lancedb</groupId>
|
||||
<artifactId>lancedb-parent</artifactId>
|
||||
<version>0.26.2-final.0</version>
|
||||
<version>0.23.1-beta.1</version>
|
||||
<relativePath>../pom.xml</relativePath>
|
||||
</parent>
|
||||
|
||||
|
||||
20
java/pom.xml
20
java/pom.xml
@@ -6,7 +6,7 @@
|
||||
|
||||
<groupId>com.lancedb</groupId>
|
||||
<artifactId>lancedb-parent</artifactId>
|
||||
<version>0.26.2-final.0</version>
|
||||
<version>0.23.1-beta.1</version>
|
||||
<packaging>pom</packaging>
|
||||
<name>${project.artifactId}</name>
|
||||
<description>LanceDB Java SDK Parent POM</description>
|
||||
@@ -28,7 +28,7 @@
|
||||
<properties>
|
||||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
|
||||
<arrow.version>15.0.0</arrow.version>
|
||||
<lance-core.version>2.0.1</lance-core.version>
|
||||
<lance-core.version>1.0.0-rc.2</lance-core.version>
|
||||
<spotless.skip>false</spotless.skip>
|
||||
<spotless.version>2.30.0</spotless.version>
|
||||
<spotless.java.googlejavaformat.version>1.7</spotless.java.googlejavaformat.version>
|
||||
@@ -160,19 +160,6 @@
|
||||
<groupId>com.diffplug.spotless</groupId>
|
||||
<artifactId>spotless-maven-plugin</artifactId>
|
||||
</plugin>
|
||||
<plugin>
|
||||
<groupId>org.codehaus.mojo</groupId>
|
||||
<artifactId>license-maven-plugin</artifactId>
|
||||
<version>2.4.0</version>
|
||||
<configuration>
|
||||
<outputDirectory>${project.basedir}</outputDirectory>
|
||||
<thirdPartyFilename>JAVA_THIRD_PARTY_LICENSES.md</thirdPartyFilename>
|
||||
<fileTemplate>/org/codehaus/mojo/license/third-party-file-groupByLicense.ftl</fileTemplate>
|
||||
<includedScopes>compile,runtime</includedScopes>
|
||||
<excludedScopes>test,provided</excludedScopes>
|
||||
<sortArtifactByName>true</sortArtifactByName>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
<pluginManagement>
|
||||
<plugins>
|
||||
@@ -305,12 +292,11 @@
|
||||
<plugin>
|
||||
<groupId>org.sonatype.central</groupId>
|
||||
<artifactId>central-publishing-maven-plugin</artifactId>
|
||||
<version>0.8.0</version>
|
||||
<version>0.4.0</version>
|
||||
<extensions>true</extensions>
|
||||
<configuration>
|
||||
<publishingServerId>ossrh</publishingServerId>
|
||||
<tokenAuth>true</tokenAuth>
|
||||
<autoPublish>true</autoPublish>
|
||||
</configuration>
|
||||
</plugin>
|
||||
<plugin>
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
[package]
|
||||
name = "lancedb-nodejs"
|
||||
edition.workspace = true
|
||||
version = "0.26.2"
|
||||
version = "0.23.1-beta.1"
|
||||
license.workspace = true
|
||||
description.workspace = true
|
||||
repository.workspace = true
|
||||
@@ -36,6 +36,6 @@ aws-lc-rs = "=1.13.0"
|
||||
napi-build = "2.1"
|
||||
|
||||
[features]
|
||||
default = ["remote", "lancedb/aws", "lancedb/gcs", "lancedb/azure", "lancedb/dynamodb", "lancedb/oss", "lancedb/huggingface"]
|
||||
default = ["remote", "lancedb/default"]
|
||||
fp16kernels = ["lancedb/fp16kernels"]
|
||||
remote = ["lancedb/remote"]
|
||||
|
||||
@@ -1,668 +0,0 @@
|
||||
[@75lb/deep-merge@1.1.2](https://github.com/75lb/deep-merge) - MIT
|
||||
[@aashutoshrathi/word-wrap@1.2.6](https://github.com/aashutoshrathi/word-wrap) - MIT
|
||||
[@ampproject/remapping@2.2.1](https://github.com/ampproject/remapping) - Apache-2.0
|
||||
[@aws-crypto/crc32@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/crc32c@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/ie11-detection@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/sha1-browser@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/sha256-browser@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/sha256-browser@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/sha256-js@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/sha256-js@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/supports-web-crypto@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/supports-web-crypto@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/util@3.0.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-crypto/util@5.2.0](https://github.com/aws/aws-sdk-js-crypto-helpers) - Apache-2.0
|
||||
[@aws-sdk/client-dynamodb@3.602.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-kms@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-s3@3.550.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-sso-oidc@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-sso-oidc@3.600.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-sso@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-sso@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-sts@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/client-sts@3.600.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/core@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/core@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-env@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-env@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-http@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-http@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-ini@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-ini@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-node@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-node@3.600.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-process@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-process@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-sso@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-sso@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-web-identity@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/credential-provider-web-identity@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/endpoint-cache@3.572.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-bucket-endpoint@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-endpoint-discovery@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-expect-continue@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-flexible-checksums@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-host-header@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-host-header@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-location-constraint@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-logger@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-logger@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-recursion-detection@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-recursion-detection@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-sdk-s3@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-signing@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-ssec@3.537.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-user-agent@3.540.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/middleware-user-agent@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/region-config-resolver@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/region-config-resolver@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/signature-v4-multi-region@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/token-providers@3.549.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/token-providers@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/types@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/types@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-arn-parser@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-endpoints@3.540.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-endpoints@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-locate-window@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-user-agent-browser@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-user-agent-browser@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-user-agent-node@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-user-agent-node@3.598.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/util-utf8-browser@3.259.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@aws-sdk/xml-builder@3.535.0](https://github.com/aws/aws-sdk-js-v3) - Apache-2.0
|
||||
[@babel/code-frame@7.26.2](https://github.com/babel/babel) - MIT
|
||||
[@babel/compat-data@7.23.5](https://github.com/babel/babel) - MIT
|
||||
[@babel/core@7.23.7](https://github.com/babel/babel) - MIT
|
||||
[@babel/generator@7.23.6](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-compilation-targets@7.23.6](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-environment-visitor@7.22.20](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-function-name@7.23.0](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-hoist-variables@7.22.5](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-module-imports@7.22.15](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-module-transforms@7.23.3](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-plugin-utils@7.22.5](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-simple-access@7.22.5](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-split-export-declaration@7.22.6](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-string-parser@7.25.9](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-validator-identifier@7.25.9](https://github.com/babel/babel) - MIT
|
||||
[@babel/helper-validator-option@7.23.5](https://github.com/babel/babel) - MIT
|
||||
[@babel/helpers@7.27.0](https://github.com/babel/babel) - MIT
|
||||
[@babel/parser@7.27.0](https://github.com/babel/babel) - MIT
|
||||
[@babel/plugin-syntax-async-generators@7.8.4](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-async-generators) - MIT
|
||||
[@babel/plugin-syntax-bigint@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-bigint) - MIT
|
||||
[@babel/plugin-syntax-class-properties@7.12.13](https://github.com/babel/babel) - MIT
|
||||
[@babel/plugin-syntax-import-meta@7.10.4](https://github.com/babel/babel) - MIT
|
||||
[@babel/plugin-syntax-json-strings@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-json-strings) - MIT
|
||||
[@babel/plugin-syntax-jsx@7.23.3](https://github.com/babel/babel) - MIT
|
||||
[@babel/plugin-syntax-logical-assignment-operators@7.10.4](https://github.com/babel/babel) - MIT
|
||||
[@babel/plugin-syntax-nullish-coalescing-operator@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-nullish-coalescing-operator) - MIT
|
||||
[@babel/plugin-syntax-numeric-separator@7.10.4](https://github.com/babel/babel) - MIT
|
||||
[@babel/plugin-syntax-object-rest-spread@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-object-rest-spread) - MIT
|
||||
[@babel/plugin-syntax-optional-catch-binding@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-optional-catch-binding) - MIT
|
||||
[@babel/plugin-syntax-optional-chaining@7.8.3](https://github.com/babel/babel/tree/master/packages/babel-plugin-syntax-optional-chaining) - MIT
|
||||
[@babel/plugin-syntax-top-level-await@7.14.5](https://github.com/babel/babel) - MIT
|
||||
[@babel/plugin-syntax-typescript@7.23.3](https://github.com/babel/babel) - MIT
|
||||
[@babel/template@7.27.0](https://github.com/babel/babel) - MIT
|
||||
[@babel/traverse@7.23.7](https://github.com/babel/babel) - MIT
|
||||
[@babel/types@7.27.0](https://github.com/babel/babel) - MIT
|
||||
[@bcoe/v8-coverage@0.2.3](https://github.com/demurgos/v8-coverage) - MIT
|
||||
[@biomejs/biome@1.8.3](https://github.com/biomejs/biome) - MIT OR Apache-2.0
|
||||
[@biomejs/cli-darwin-arm64@1.8.3](https://github.com/biomejs/biome) - MIT OR Apache-2.0
|
||||
[@eslint-community/eslint-utils@4.4.0](https://github.com/eslint-community/eslint-utils) - MIT
|
||||
[@eslint-community/regexpp@4.10.0](https://github.com/eslint-community/regexpp) - MIT
|
||||
[@eslint/eslintrc@2.1.4](https://github.com/eslint/eslintrc) - MIT
|
||||
[@eslint/js@8.57.0](https://github.com/eslint/eslint) - MIT
|
||||
[@huggingface/jinja@0.3.2](https://github.com/huggingface/huggingface.js) - MIT
|
||||
[@huggingface/transformers@3.0.2](https://github.com/huggingface/transformers.js) - Apache-2.0
|
||||
[@humanwhocodes/config-array@0.11.14](https://github.com/humanwhocodes/config-array) - Apache-2.0
|
||||
[@humanwhocodes/module-importer@1.0.1](https://github.com/humanwhocodes/module-importer) - Apache-2.0
|
||||
[@humanwhocodes/object-schema@2.0.2](https://github.com/humanwhocodes/object-schema) - BSD-3-Clause
|
||||
[@img/sharp-darwin-arm64@0.33.5](https://github.com/lovell/sharp) - Apache-2.0
|
||||
[@img/sharp-libvips-darwin-arm64@1.0.4](https://github.com/lovell/sharp-libvips) - LGPL-3.0-or-later
|
||||
[@isaacs/cliui@8.0.2](https://github.com/yargs/cliui) - ISC
|
||||
[@isaacs/fs-minipass@4.0.1](https://github.com/npm/fs-minipass) - ISC
|
||||
[@istanbuljs/load-nyc-config@1.1.0](https://github.com/istanbuljs/load-nyc-config) - ISC
|
||||
[@istanbuljs/schema@0.1.3](https://github.com/istanbuljs/schema) - MIT
|
||||
[@jest/console@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/core@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/environment@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/expect-utils@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/expect@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/fake-timers@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/globals@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/reporters@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/schemas@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/source-map@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/test-result@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/test-sequencer@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/transform@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[@jest/types@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[@jridgewell/gen-mapping@0.3.3](https://github.com/jridgewell/gen-mapping) - MIT
|
||||
[@jridgewell/resolve-uri@3.1.1](https://github.com/jridgewell/resolve-uri) - MIT
|
||||
[@jridgewell/set-array@1.1.2](https://github.com/jridgewell/set-array) - MIT
|
||||
[@jridgewell/sourcemap-codec@1.4.15](https://github.com/jridgewell/sourcemap-codec) - MIT
|
||||
[@jridgewell/trace-mapping@0.3.22](https://github.com/jridgewell/trace-mapping) - MIT
|
||||
[@lancedb/lancedb@0.26.2](https://github.com/lancedb/lancedb) - Apache-2.0
|
||||
[@napi-rs/cli@2.18.3](https://github.com/napi-rs/napi-rs) - MIT
|
||||
[@nodelib/fs.scandir@2.1.5](https://github.com/nodelib/nodelib/tree/master/packages/fs/fs.scandir) - MIT
|
||||
[@nodelib/fs.stat@2.0.5](https://github.com/nodelib/nodelib/tree/master/packages/fs/fs.stat) - MIT
|
||||
[@nodelib/fs.walk@1.2.8](https://github.com/nodelib/nodelib/tree/master/packages/fs/fs.walk) - MIT
|
||||
[@pkgjs/parseargs@0.11.0](https://github.com/pkgjs/parseargs) - MIT
|
||||
[@protobufjs/aspromise@1.1.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/base64@1.1.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/codegen@2.0.4](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/eventemitter@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/fetch@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/float@1.0.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/inquire@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/path@1.1.2](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/pool@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@protobufjs/utf8@1.1.0](https://github.com/dcodeIO/protobuf.js) - BSD-3-Clause
|
||||
[@shikijs/core@1.10.3](https://github.com/shikijs/shiki) - MIT
|
||||
[@sinclair/typebox@0.27.8](https://github.com/sinclairzx81/typebox) - MIT
|
||||
[@sinonjs/commons@3.0.1](https://github.com/sinonjs/commons) - BSD-3-Clause
|
||||
[@sinonjs/fake-timers@10.3.0](https://github.com/sinonjs/fake-timers) - BSD-3-Clause
|
||||
[@smithy/abort-controller@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/abort-controller@3.1.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/chunked-blob-reader-native@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/chunked-blob-reader@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/config-resolver@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/config-resolver@3.0.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/core@1.4.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/core@2.2.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/credential-provider-imds@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/credential-provider-imds@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/eventstream-codec@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/eventstream-serde-browser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/eventstream-serde-config-resolver@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/eventstream-serde-node@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/eventstream-serde-universal@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/fetch-http-handler@2.5.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/fetch-http-handler@3.1.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/hash-blob-browser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/hash-node@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/hash-node@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/hash-stream-node@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/invalid-dependency@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/invalid-dependency@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/is-array-buffer@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/is-array-buffer@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/md5-js@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-content-length@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-content-length@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-endpoint@2.5.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-endpoint@3.0.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-retry@2.3.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-retry@3.0.6](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-serde@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-serde@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-stack@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/middleware-stack@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/node-config-provider@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/node-config-provider@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/node-http-handler@2.5.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/node-http-handler@3.1.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/property-provider@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/property-provider@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/protocol-http@3.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/protocol-http@4.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/querystring-builder@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/querystring-builder@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/querystring-parser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/querystring-parser@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/service-error-classification@2.1.5](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/service-error-classification@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/shared-ini-file-loader@2.4.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/shared-ini-file-loader@3.1.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/signature-v4@2.2.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/signature-v4@3.1.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/smithy-client@2.5.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/smithy-client@3.1.4](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/types@2.12.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/types@3.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/url-parser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/url-parser@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-base64@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-base64@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-body-length-browser@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-body-length-browser@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-body-length-node@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-body-length-node@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-buffer-from@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-buffer-from@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-config-provider@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-config-provider@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-defaults-mode-browser@2.2.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-defaults-mode-browser@3.0.6](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-defaults-mode-node@2.3.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-defaults-mode-node@3.0.6](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-endpoints@1.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-endpoints@2.0.3](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-hex-encoding@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-hex-encoding@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-middleware@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-middleware@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-retry@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-retry@3.0.2](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-stream@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-stream@3.0.4](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-uri-escape@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-uri-escape@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-utf8@2.3.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-utf8@3.0.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-waiter@2.2.0](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@smithy/util-waiter@3.1.1](https://github.com/awslabs/smithy-typescript) - Apache-2.0
|
||||
[@swc/helpers@0.5.12](https://github.com/swc-project/swc) - Apache-2.0
|
||||
[@types/axios@0.14.0](https://github.com/mzabriskie/axios) - MIT
|
||||
[@types/babel__core@7.20.5](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/babel__generator@7.6.8](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/babel__template@7.4.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/babel__traverse@7.20.5](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/command-line-args@5.2.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/command-line-usage@5.0.2](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/command-line-usage@5.0.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/graceful-fs@4.1.9](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/hast@3.0.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/istanbul-lib-coverage@2.0.6](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/istanbul-lib-report@3.0.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/istanbul-reports@3.0.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/jest@29.5.12](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/json-schema@7.0.15](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/node-fetch@2.6.11](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/node@18.19.26](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/node@20.16.10](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/node@20.17.9](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/node@22.7.4](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/semver@7.5.6](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/stack-utils@2.0.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/tmp@0.2.6](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/unist@3.0.2](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/yargs-parser@21.0.3](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@types/yargs@17.0.32](https://github.com/DefinitelyTyped/DefinitelyTyped) - MIT
|
||||
[@typescript-eslint/eslint-plugin@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
|
||||
[@typescript-eslint/parser@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - BSD-2-Clause
|
||||
[@typescript-eslint/scope-manager@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
|
||||
[@typescript-eslint/type-utils@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
|
||||
[@typescript-eslint/types@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
|
||||
[@typescript-eslint/typescript-estree@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - BSD-2-Clause
|
||||
[@typescript-eslint/utils@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
|
||||
[@typescript-eslint/visitor-keys@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
|
||||
[@ungap/structured-clone@1.2.0](https://github.com/ungap/structured-clone) - ISC
|
||||
[abort-controller@3.0.0](https://github.com/mysticatea/abort-controller) - MIT
|
||||
[acorn-jsx@5.3.2](https://github.com/acornjs/acorn-jsx) - MIT
|
||||
[acorn@8.11.3](https://github.com/acornjs/acorn) - MIT
|
||||
[agentkeepalive@4.5.0](https://github.com/node-modules/agentkeepalive) - MIT
|
||||
[ajv@6.12.6](https://github.com/ajv-validator/ajv) - MIT
|
||||
[ansi-escapes@4.3.2](https://github.com/sindresorhus/ansi-escapes) - MIT
|
||||
[ansi-regex@5.0.1](https://github.com/chalk/ansi-regex) - MIT
|
||||
[ansi-regex@6.1.0](https://github.com/chalk/ansi-regex) - MIT
|
||||
[ansi-styles@4.3.0](https://github.com/chalk/ansi-styles) - MIT
|
||||
[ansi-styles@5.2.0](https://github.com/chalk/ansi-styles) - MIT
|
||||
[ansi-styles@6.2.1](https://github.com/chalk/ansi-styles) - MIT
|
||||
[anymatch@3.1.3](https://github.com/micromatch/anymatch) - ISC
|
||||
[apache-arrow@15.0.0](https://github.com/apache/arrow) - Apache-2.0
|
||||
[apache-arrow@16.0.0](https://github.com/apache/arrow) - Apache-2.0
|
||||
[apache-arrow@17.0.0](https://github.com/apache/arrow) - Apache-2.0
|
||||
[apache-arrow@18.0.0](https://github.com/apache/arrow) - Apache-2.0
|
||||
[argparse@1.0.10](https://github.com/nodeca/argparse) - MIT
|
||||
[argparse@2.0.1](https://github.com/nodeca/argparse) - Python-2.0
|
||||
[array-back@3.1.0](https://github.com/75lb/array-back) - MIT
|
||||
[array-back@6.2.2](https://github.com/75lb/array-back) - MIT
|
||||
[array-union@2.1.0](https://github.com/sindresorhus/array-union) - MIT
|
||||
[asynckit@0.4.0](https://github.com/alexindigo/asynckit) - MIT
|
||||
[axios@1.8.4](https://github.com/axios/axios) - MIT
|
||||
[babel-jest@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[babel-plugin-istanbul@6.1.1](https://github.com/istanbuljs/babel-plugin-istanbul) - BSD-3-Clause
|
||||
[babel-plugin-jest-hoist@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[babel-preset-current-node-syntax@1.0.1](https://github.com/nicolo-ribaudo/babel-preset-current-node-syntax) - MIT
|
||||
[babel-preset-jest@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[balanced-match@1.0.2](https://github.com/juliangruber/balanced-match) - MIT
|
||||
[base-64@0.1.0](https://github.com/mathiasbynens/base64) - MIT
|
||||
[bowser@2.11.0](https://github.com/lancedikson/bowser) - MIT
|
||||
[brace-expansion@1.1.11](https://github.com/juliangruber/brace-expansion) - MIT
|
||||
[brace-expansion@2.0.1](https://github.com/juliangruber/brace-expansion) - MIT
|
||||
[braces@3.0.3](https://github.com/micromatch/braces) - MIT
|
||||
[browserslist@4.22.2](https://github.com/browserslist/browserslist) - MIT
|
||||
[bs-logger@0.2.6](https://github.com/huafu/bs-logger) - MIT
|
||||
[bser@2.1.1](https://github.com/facebook/watchman) - Apache-2.0
|
||||
[buffer-from@1.1.2](https://github.com/LinusU/buffer-from) - MIT
|
||||
[callsites@3.1.0](https://github.com/sindresorhus/callsites) - MIT
|
||||
[camelcase@5.3.1](https://github.com/sindresorhus/camelcase) - MIT
|
||||
[camelcase@6.3.0](https://github.com/sindresorhus/camelcase) - MIT
|
||||
[caniuse-lite@1.0.30001579](https://github.com/browserslist/caniuse-lite) - CC-BY-4.0
|
||||
[chalk-template@0.4.0](https://github.com/chalk/chalk-template) - MIT
|
||||
[chalk@4.1.2](https://github.com/chalk/chalk) - MIT
|
||||
[char-regex@1.0.2](https://github.com/Richienb/char-regex) - MIT
|
||||
[charenc@0.0.2](https://github.com/pvorb/node-charenc) - BSD-3-Clause
|
||||
[chownr@3.0.0](https://github.com/isaacs/chownr) - BlueOak-1.0.0
|
||||
[ci-info@3.9.0](https://github.com/watson/ci-info) - MIT
|
||||
[cjs-module-lexer@1.2.3](https://github.com/nodejs/cjs-module-lexer) - MIT
|
||||
[cliui@8.0.1](https://github.com/yargs/cliui) - ISC
|
||||
[co@4.6.0](https://github.com/tj/co) - MIT
|
||||
[collect-v8-coverage@1.0.2](https://github.com/SimenB/collect-v8-coverage) - MIT
|
||||
[color-convert@2.0.1](https://github.com/Qix-/color-convert) - MIT
|
||||
[color-name@1.1.4](https://github.com/colorjs/color-name) - MIT
|
||||
[color-string@1.9.1](https://github.com/Qix-/color-string) - MIT
|
||||
[color@4.2.3](https://github.com/Qix-/color) - MIT
|
||||
[combined-stream@1.0.8](https://github.com/felixge/node-combined-stream) - MIT
|
||||
[command-line-args@5.2.1](https://github.com/75lb/command-line-args) - MIT
|
||||
[command-line-usage@7.0.1](https://github.com/75lb/command-line-usage) - MIT
|
||||
[concat-map@0.0.1](https://github.com/substack/node-concat-map) - MIT
|
||||
[convert-source-map@2.0.0](https://github.com/thlorenz/convert-source-map) - MIT
|
||||
[create-jest@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[cross-spawn@7.0.6](https://github.com/moxystudio/node-cross-spawn) - MIT
|
||||
[crypt@0.0.2](https://github.com/pvorb/node-crypt) - BSD-3-Clause
|
||||
[debug@4.3.4](https://github.com/debug-js/debug) - MIT
|
||||
[dedent@1.5.1](https://github.com/dmnd/dedent) - MIT
|
||||
[deep-is@0.1.4](https://github.com/thlorenz/deep-is) - MIT
|
||||
[deepmerge@4.3.1](https://github.com/TehShrike/deepmerge) - MIT
|
||||
[delayed-stream@1.0.0](https://github.com/felixge/node-delayed-stream) - MIT
|
||||
[detect-libc@2.0.3](https://github.com/lovell/detect-libc) - Apache-2.0
|
||||
[detect-newline@3.1.0](https://github.com/sindresorhus/detect-newline) - MIT
|
||||
[diff-sequences@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[digest-fetch@1.3.0](https://github.com/devfans/digest-fetch) - ISC
|
||||
[dir-glob@3.0.1](https://github.com/kevva/dir-glob) - MIT
|
||||
[doctrine@3.0.0](https://github.com/eslint/doctrine) - Apache-2.0
|
||||
[eastasianwidth@0.2.0](https://github.com/komagata/eastasianwidth) - MIT
|
||||
[electron-to-chromium@1.4.642](https://github.com/kilian/electron-to-chromium) - ISC
|
||||
[emittery@0.13.1](https://github.com/sindresorhus/emittery) - MIT
|
||||
[emoji-regex@8.0.0](https://github.com/mathiasbynens/emoji-regex) - MIT
|
||||
[emoji-regex@9.2.2](https://github.com/mathiasbynens/emoji-regex) - MIT
|
||||
[entities@4.5.0](https://github.com/fb55/entities) - BSD-2-Clause
|
||||
[error-ex@1.3.2](https://github.com/qix-/node-error-ex) - MIT
|
||||
[escalade@3.1.1](https://github.com/lukeed/escalade) - MIT
|
||||
[escape-string-regexp@2.0.0](https://github.com/sindresorhus/escape-string-regexp) - MIT
|
||||
[escape-string-regexp@4.0.0](https://github.com/sindresorhus/escape-string-regexp) - MIT
|
||||
[eslint-scope@7.2.2](https://github.com/eslint/eslint-scope) - BSD-2-Clause
|
||||
[eslint-visitor-keys@3.4.3](https://github.com/eslint/eslint-visitor-keys) - Apache-2.0
|
||||
[eslint@8.57.0](https://github.com/eslint/eslint) - MIT
|
||||
[espree@9.6.1](https://github.com/eslint/espree) - BSD-2-Clause
|
||||
[esprima@4.0.1](https://github.com/jquery/esprima) - BSD-2-Clause
|
||||
[esquery@1.5.0](https://github.com/estools/esquery) - BSD-3-Clause
|
||||
[esrecurse@4.3.0](https://github.com/estools/esrecurse) - BSD-2-Clause
|
||||
[estraverse@5.3.0](https://github.com/estools/estraverse) - BSD-2-Clause
|
||||
[esutils@2.0.3](https://github.com/estools/esutils) - BSD-2-Clause
|
||||
[event-target-shim@5.0.1](https://github.com/mysticatea/event-target-shim) - MIT
|
||||
[execa@5.1.1](https://github.com/sindresorhus/execa) - MIT
|
||||
[exit@0.1.2](https://github.com/cowboy/node-exit) - MIT
|
||||
[expect@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[fast-deep-equal@3.1.3](https://github.com/epoberezkin/fast-deep-equal) - MIT
|
||||
[fast-glob@3.3.2](https://github.com/mrmlnc/fast-glob) - MIT
|
||||
[fast-json-stable-stringify@2.1.0](https://github.com/epoberezkin/fast-json-stable-stringify) - MIT
|
||||
[fast-levenshtein@2.0.6](https://github.com/hiddentao/fast-levenshtein) - MIT
|
||||
[fast-xml-parser@4.2.5](https://github.com/NaturalIntelligence/fast-xml-parser) - MIT
|
||||
[fastq@1.16.0](https://github.com/mcollina/fastq) - ISC
|
||||
[fb-watchman@2.0.2](https://github.com/facebook/watchman) - Apache-2.0
|
||||
[file-entry-cache@6.0.1](https://github.com/royriojas/file-entry-cache) - MIT
|
||||
[fill-range@7.1.1](https://github.com/jonschlinkert/fill-range) - MIT
|
||||
[find-replace@3.0.0](https://github.com/75lb/find-replace) - MIT
|
||||
[find-up@4.1.0](https://github.com/sindresorhus/find-up) - MIT
|
||||
[find-up@5.0.0](https://github.com/sindresorhus/find-up) - MIT
|
||||
[flat-cache@3.2.0](https://github.com/jaredwray/flat-cache) - MIT
|
||||
[flatbuffers@1.12.0](https://github.com/google/flatbuffers) - Apache*
|
||||
[flatbuffers@23.5.26](https://github.com/google/flatbuffers) - Apache*
|
||||
[flatbuffers@24.3.25](https://github.com/google/flatbuffers) - Apache-2.0
|
||||
[flatted@3.2.9](https://github.com/WebReflection/flatted) - ISC
|
||||
[follow-redirects@1.15.6](https://github.com/follow-redirects/follow-redirects) - MIT
|
||||
[foreground-child@3.3.0](https://github.com/tapjs/foreground-child) - ISC
|
||||
[form-data-encoder@1.7.2](https://github.com/octet-stream/form-data-encoder) - MIT
|
||||
[form-data@4.0.0](https://github.com/form-data/form-data) - MIT
|
||||
[formdata-node@4.4.1](https://github.com/octet-stream/form-data) - MIT
|
||||
[fs.realpath@1.0.0](https://github.com/isaacs/fs.realpath) - ISC
|
||||
[fsevents@2.3.3](https://github.com/fsevents/fsevents) - MIT
|
||||
[function-bind@1.1.2](https://github.com/Raynos/function-bind) - MIT
|
||||
[gensync@1.0.0-beta.2](https://github.com/loganfsmyth/gensync) - MIT
|
||||
[get-caller-file@2.0.5](https://github.com/stefanpenner/get-caller-file) - ISC
|
||||
[get-package-type@0.1.0](https://github.com/cfware/get-package-type) - MIT
|
||||
[get-stream@6.0.1](https://github.com/sindresorhus/get-stream) - MIT
|
||||
[glob-parent@5.1.2](https://github.com/gulpjs/glob-parent) - ISC
|
||||
[glob-parent@6.0.2](https://github.com/gulpjs/glob-parent) - ISC
|
||||
[glob@10.4.5](https://github.com/isaacs/node-glob) - ISC
|
||||
[glob@7.2.3](https://github.com/isaacs/node-glob) - ISC
|
||||
[globals@11.12.0](https://github.com/sindresorhus/globals) - MIT
|
||||
[globals@13.24.0](https://github.com/sindresorhus/globals) - MIT
|
||||
[globby@11.1.0](https://github.com/sindresorhus/globby) - MIT
|
||||
[graceful-fs@4.2.11](https://github.com/isaacs/node-graceful-fs) - ISC
|
||||
[graphemer@1.4.0](https://github.com/flmnt/graphemer) - MIT
|
||||
[guid-typescript@1.0.9](https://github.com/NicolasDeveloper/guid-typescript) - ISC
|
||||
[has-flag@4.0.0](https://github.com/sindresorhus/has-flag) - MIT
|
||||
[hasown@2.0.0](https://github.com/inspect-js/hasOwn) - MIT
|
||||
[html-escaper@2.0.2](https://github.com/WebReflection/html-escaper) - MIT
|
||||
[human-signals@2.1.0](https://github.com/ehmicky/human-signals) - Apache-2.0
|
||||
[humanize-ms@1.2.1](https://github.com/node-modules/humanize-ms) - MIT
|
||||
[ignore@5.3.0](https://github.com/kaelzhang/node-ignore) - MIT
|
||||
[import-fresh@3.3.0](https://github.com/sindresorhus/import-fresh) - MIT
|
||||
[import-local@3.1.0](https://github.com/sindresorhus/import-local) - MIT
|
||||
[imurmurhash@0.1.4](https://github.com/jensyt/imurmurhash-js) - MIT
|
||||
[inflight@1.0.6](https://github.com/npm/inflight) - ISC
|
||||
[inherits@2.0.4](https://github.com/isaacs/inherits) - ISC
|
||||
[interpret@1.4.0](https://github.com/gulpjs/interpret) - MIT
|
||||
[is-arrayish@0.2.1](https://github.com/qix-/node-is-arrayish) - MIT
|
||||
[is-arrayish@0.3.2](https://github.com/qix-/node-is-arrayish) - MIT
|
||||
[is-buffer@1.1.6](https://github.com/feross/is-buffer) - MIT
|
||||
[is-core-module@2.13.1](https://github.com/inspect-js/is-core-module) - MIT
|
||||
[is-extglob@2.1.1](https://github.com/jonschlinkert/is-extglob) - MIT
|
||||
[is-fullwidth-code-point@3.0.0](https://github.com/sindresorhus/is-fullwidth-code-point) - MIT
|
||||
[is-generator-fn@2.1.0](https://github.com/sindresorhus/is-generator-fn) - MIT
|
||||
[is-glob@4.0.3](https://github.com/micromatch/is-glob) - MIT
|
||||
[is-number@7.0.0](https://github.com/jonschlinkert/is-number) - MIT
|
||||
[is-path-inside@3.0.3](https://github.com/sindresorhus/is-path-inside) - MIT
|
||||
[is-stream@2.0.1](https://github.com/sindresorhus/is-stream) - MIT
|
||||
[isexe@2.0.0](https://github.com/isaacs/isexe) - ISC
|
||||
[istanbul-lib-coverage@3.2.2](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
|
||||
[istanbul-lib-instrument@5.2.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
|
||||
[istanbul-lib-instrument@6.0.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
|
||||
[istanbul-lib-report@3.0.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
|
||||
[istanbul-lib-source-maps@4.0.1](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
|
||||
[istanbul-reports@3.1.6](https://github.com/istanbuljs/istanbuljs) - BSD-3-Clause
|
||||
[jackspeak@3.4.3](https://github.com/isaacs/jackspeak) - BlueOak-1.0.0
|
||||
[jest-changed-files@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-circus@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-cli@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-config@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-diff@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-docblock@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-each@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-environment-node@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-get-type@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[jest-haste-map@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-leak-detector@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-matcher-utils@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-message-util@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-mock@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-pnp-resolver@1.2.3](https://github.com/arcanis/jest-pnp-resolver) - MIT
|
||||
[jest-regex-util@29.6.3](https://github.com/jestjs/jest) - MIT
|
||||
[jest-resolve-dependencies@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-resolve@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-runner@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-runtime@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-snapshot@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-util@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-validate@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-watcher@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest-worker@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[jest@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[js-tokens@4.0.0](https://github.com/lydell/js-tokens) - MIT
|
||||
[js-yaml@3.14.1](https://github.com/nodeca/js-yaml) - MIT
|
||||
[js-yaml@4.1.0](https://github.com/nodeca/js-yaml) - MIT
|
||||
[jsesc@2.5.2](https://github.com/mathiasbynens/jsesc) - MIT
|
||||
[json-bignum@0.0.3](https://github.com/datalanche/json-bignum) - MIT
|
||||
[json-buffer@3.0.1](https://github.com/dominictarr/json-buffer) - MIT
|
||||
[json-parse-even-better-errors@2.3.1](https://github.com/npm/json-parse-even-better-errors) - MIT
|
||||
[json-schema-traverse@0.4.1](https://github.com/epoberezkin/json-schema-traverse) - MIT
|
||||
[json-stable-stringify-without-jsonify@1.0.1](https://github.com/samn/json-stable-stringify) - MIT
|
||||
[json5@2.2.3](https://github.com/json5/json5) - MIT
|
||||
[keyv@4.5.4](https://github.com/jaredwray/keyv) - MIT
|
||||
[kleur@3.0.3](https://github.com/lukeed/kleur) - MIT
|
||||
[leven@3.1.0](https://github.com/sindresorhus/leven) - MIT
|
||||
[levn@0.4.1](https://github.com/gkz/levn) - MIT
|
||||
[lines-and-columns@1.2.4](https://github.com/eventualbuddha/lines-and-columns) - MIT
|
||||
[linkify-it@5.0.0](https://github.com/markdown-it/linkify-it) - MIT
|
||||
[locate-path@5.0.0](https://github.com/sindresorhus/locate-path) - MIT
|
||||
[locate-path@6.0.0](https://github.com/sindresorhus/locate-path) - MIT
|
||||
[lodash.camelcase@4.3.0](https://github.com/lodash/lodash) - MIT
|
||||
[lodash.memoize@4.1.2](https://github.com/lodash/lodash) - MIT
|
||||
[lodash.merge@4.6.2](https://github.com/lodash/lodash) - MIT
|
||||
[lodash@4.17.21](https://github.com/lodash/lodash) - MIT
|
||||
[long@5.2.3](https://github.com/dcodeIO/long.js) - Apache-2.0
|
||||
[lru-cache@10.4.3](https://github.com/isaacs/node-lru-cache) - ISC
|
||||
[lru-cache@5.1.1](https://github.com/isaacs/node-lru-cache) - ISC
|
||||
[lunr@2.3.9](https://github.com/olivernn/lunr.js) - MIT
|
||||
[make-dir@4.0.0](https://github.com/sindresorhus/make-dir) - MIT
|
||||
[make-error@1.3.6](https://github.com/JsCommunity/make-error) - ISC
|
||||
[makeerror@1.0.12](https://github.com/daaku/nodejs-makeerror) - BSD-3-Clause
|
||||
[markdown-it@14.1.0](https://github.com/markdown-it/markdown-it) - MIT
|
||||
[md5@2.3.0](https://github.com/pvorb/node-md5) - BSD-3-Clause
|
||||
[mdurl@2.0.0](https://github.com/markdown-it/mdurl) - MIT
|
||||
[merge-stream@2.0.0](https://github.com/grncdr/merge-stream) - MIT
|
||||
[merge2@1.4.1](https://github.com/teambition/merge2) - MIT
|
||||
[micromatch@4.0.8](https://github.com/micromatch/micromatch) - MIT
|
||||
[mime-db@1.52.0](https://github.com/jshttp/mime-db) - MIT
|
||||
[mime-types@2.1.35](https://github.com/jshttp/mime-types) - MIT
|
||||
[mimic-fn@2.1.0](https://github.com/sindresorhus/mimic-fn) - MIT
|
||||
[minimatch@3.1.2](https://github.com/isaacs/minimatch) - ISC
|
||||
[minimatch@9.0.3](https://github.com/isaacs/minimatch) - ISC
|
||||
[minimatch@9.0.5](https://github.com/isaacs/minimatch) - ISC
|
||||
[minimist@1.2.8](https://github.com/minimistjs/minimist) - MIT
|
||||
[minipass@7.1.2](https://github.com/isaacs/minipass) - ISC
|
||||
[minizlib@3.0.1](https://github.com/isaacs/minizlib) - MIT
|
||||
[mkdirp@3.0.1](https://github.com/isaacs/node-mkdirp) - MIT
|
||||
[mnemonist@0.38.3](https://github.com/yomguithereal/mnemonist) - MIT
|
||||
[ms@2.1.2](https://github.com/zeit/ms) - MIT
|
||||
[ms@2.1.3](https://github.com/vercel/ms) - MIT
|
||||
[natural-compare@1.4.0](https://github.com/litejs/natural-compare-lite) - MIT
|
||||
[node-domexception@1.0.0](https://github.com/jimmywarting/node-domexception) - MIT
|
||||
[node-fetch@2.7.0](https://github.com/bitinn/node-fetch) - MIT
|
||||
[node-int64@0.4.0](https://github.com/broofa/node-int64) - MIT
|
||||
[node-releases@2.0.14](https://github.com/chicoxyzzy/node-releases) - MIT
|
||||
[normalize-path@3.0.0](https://github.com/jonschlinkert/normalize-path) - MIT
|
||||
[npm-run-path@4.0.1](https://github.com/sindresorhus/npm-run-path) - MIT
|
||||
[obliterator@1.6.1](https://github.com/yomguithereal/obliterator) - MIT
|
||||
[once@1.4.0](https://github.com/isaacs/once) - ISC
|
||||
[onetime@5.1.2](https://github.com/sindresorhus/onetime) - MIT
|
||||
[onnxruntime-common@1.19.2](https://github.com/Microsoft/onnxruntime) - MIT
|
||||
[onnxruntime-common@1.20.0-dev.20241016-2b8fc5529b](https://github.com/Microsoft/onnxruntime) - MIT
|
||||
[onnxruntime-node@1.19.2](https://github.com/Microsoft/onnxruntime) - MIT
|
||||
[onnxruntime-web@1.21.0-dev.20241024-d9ca84ef96](https://github.com/Microsoft/onnxruntime) - MIT
|
||||
[openai@4.29.2](https://github.com/openai/openai-node) - Apache-2.0
|
||||
[optionator@0.9.3](https://github.com/gkz/optionator) - MIT
|
||||
[p-limit@2.3.0](https://github.com/sindresorhus/p-limit) - MIT
|
||||
[p-limit@3.1.0](https://github.com/sindresorhus/p-limit) - MIT
|
||||
[p-locate@4.1.0](https://github.com/sindresorhus/p-locate) - MIT
|
||||
[p-locate@5.0.0](https://github.com/sindresorhus/p-locate) - MIT
|
||||
[p-try@2.2.0](https://github.com/sindresorhus/p-try) - MIT
|
||||
[package-json-from-dist@1.0.1](https://github.com/isaacs/package-json-from-dist) - BlueOak-1.0.0
|
||||
[parent-module@1.0.1](https://github.com/sindresorhus/parent-module) - MIT
|
||||
[parse-json@5.2.0](https://github.com/sindresorhus/parse-json) - MIT
|
||||
[path-exists@4.0.0](https://github.com/sindresorhus/path-exists) - MIT
|
||||
[path-is-absolute@1.0.1](https://github.com/sindresorhus/path-is-absolute) - MIT
|
||||
[path-key@3.1.1](https://github.com/sindresorhus/path-key) - MIT
|
||||
[path-parse@1.0.7](https://github.com/jbgutierrez/path-parse) - MIT
|
||||
[path-scurry@1.11.1](https://github.com/isaacs/path-scurry) - BlueOak-1.0.0
|
||||
[path-type@4.0.0](https://github.com/sindresorhus/path-type) - MIT
|
||||
[picocolors@1.0.0](https://github.com/alexeyraspopov/picocolors) - ISC
|
||||
[picomatch@2.3.1](https://github.com/micromatch/picomatch) - MIT
|
||||
[pirates@4.0.6](https://github.com/danez/pirates) - MIT
|
||||
[pkg-dir@4.2.0](https://github.com/sindresorhus/pkg-dir) - MIT
|
||||
[platform@1.3.6](https://github.com/bestiejs/platform.js) - MIT
|
||||
[prelude-ls@1.2.1](https://github.com/gkz/prelude-ls) - MIT
|
||||
[pretty-format@29.7.0](https://github.com/jestjs/jest) - MIT
|
||||
[prompts@2.4.2](https://github.com/terkelg/prompts) - MIT
|
||||
[protobufjs@7.4.0](https://github.com/protobufjs/protobuf.js) - BSD-3-Clause
|
||||
[proxy-from-env@1.1.0](https://github.com/Rob--W/proxy-from-env) - MIT
|
||||
[punycode.js@2.3.1](https://github.com/mathiasbynens/punycode.js) - MIT
|
||||
[punycode@2.3.1](https://github.com/mathiasbynens/punycode.js) - MIT
|
||||
[pure-rand@6.0.4](https://github.com/dubzzz/pure-rand) - MIT
|
||||
[queue-microtask@1.2.3](https://github.com/feross/queue-microtask) - MIT
|
||||
[react-is@18.2.0](https://github.com/facebook/react) - MIT
|
||||
[rechoir@0.6.2](https://github.com/tkellen/node-rechoir) - MIT
|
||||
[reflect-metadata@0.2.2](https://github.com/rbuckton/reflect-metadata) - Apache-2.0
|
||||
[require-directory@2.1.1](https://github.com/troygoode/node-require-directory) - MIT
|
||||
[resolve-cwd@3.0.0](https://github.com/sindresorhus/resolve-cwd) - MIT
|
||||
[resolve-from@4.0.0](https://github.com/sindresorhus/resolve-from) - MIT
|
||||
[resolve-from@5.0.0](https://github.com/sindresorhus/resolve-from) - MIT
|
||||
[resolve.exports@2.0.2](https://github.com/lukeed/resolve.exports) - MIT
|
||||
[resolve@1.22.8](https://github.com/browserify/resolve) - MIT
|
||||
[reusify@1.0.4](https://github.com/mcollina/reusify) - MIT
|
||||
[rimraf@3.0.2](https://github.com/isaacs/rimraf) - ISC
|
||||
[rimraf@5.0.10](https://github.com/isaacs/rimraf) - ISC
|
||||
[run-parallel@1.2.0](https://github.com/feross/run-parallel) - MIT
|
||||
[semver@6.3.1](https://github.com/npm/node-semver) - ISC
|
||||
[semver@7.6.3](https://github.com/npm/node-semver) - ISC
|
||||
[sharp@0.33.5](https://github.com/lovell/sharp) - Apache-2.0
|
||||
[shebang-command@2.0.0](https://github.com/kevva/shebang-command) - MIT
|
||||
[shebang-regex@3.0.0](https://github.com/sindresorhus/shebang-regex) - MIT
|
||||
[shelljs@0.8.5](https://github.com/shelljs/shelljs) - BSD-3-Clause
|
||||
[shiki@1.10.3](https://github.com/shikijs/shiki) - MIT
|
||||
[shx@0.3.4](https://github.com/shelljs/shx) - MIT
|
||||
[signal-exit@3.0.7](https://github.com/tapjs/signal-exit) - ISC
|
||||
[signal-exit@4.1.0](https://github.com/tapjs/signal-exit) - ISC
|
||||
[simple-swizzle@0.2.2](https://github.com/qix-/node-simple-swizzle) - MIT
|
||||
[sisteransi@1.0.5](https://github.com/terkelg/sisteransi) - MIT
|
||||
[slash@3.0.0](https://github.com/sindresorhus/slash) - MIT
|
||||
[source-map-support@0.5.13](https://github.com/evanw/node-source-map-support) - MIT
|
||||
[source-map@0.6.1](https://github.com/mozilla/source-map) - BSD-3-Clause
|
||||
[sprintf-js@1.0.3](https://github.com/alexei/sprintf.js) - BSD-3-Clause
|
||||
[stack-utils@2.0.6](https://github.com/tapjs/stack-utils) - MIT
|
||||
[stream-read-all@3.0.1](https://github.com/75lb/stream-read-all) - MIT
|
||||
[string-length@4.0.2](https://github.com/sindresorhus/string-length) - MIT
|
||||
[string-width@4.2.3](https://github.com/sindresorhus/string-width) - MIT
|
||||
[string-width@5.1.2](https://github.com/sindresorhus/string-width) - MIT
|
||||
[strip-ansi@6.0.1](https://github.com/chalk/strip-ansi) - MIT
|
||||
[strip-ansi@7.1.0](https://github.com/chalk/strip-ansi) - MIT
|
||||
[strip-bom@4.0.0](https://github.com/sindresorhus/strip-bom) - MIT
|
||||
[strip-final-newline@2.0.0](https://github.com/sindresorhus/strip-final-newline) - MIT
|
||||
[strip-json-comments@3.1.1](https://github.com/sindresorhus/strip-json-comments) - MIT
|
||||
[strnum@1.0.5](https://github.com/NaturalIntelligence/strnum) - MIT
|
||||
[supports-color@7.2.0](https://github.com/chalk/supports-color) - MIT
|
||||
[supports-color@8.1.1](https://github.com/chalk/supports-color) - MIT
|
||||
[supports-preserve-symlinks-flag@1.0.0](https://github.com/inspect-js/node-supports-preserve-symlinks-flag) - MIT
|
||||
[table-layout@3.0.2](https://github.com/75lb/table-layout) - MIT
|
||||
[tar@7.4.3](https://github.com/isaacs/node-tar) - ISC
|
||||
[test-exclude@6.0.0](https://github.com/istanbuljs/test-exclude) - ISC
|
||||
[text-table@0.2.0](https://github.com/substack/text-table) - MIT
|
||||
[tmp@0.2.3](https://github.com/raszi/node-tmp) - MIT
|
||||
[tmpl@1.0.5](https://github.com/daaku/nodejs-tmpl) - BSD-3-Clause
|
||||
[to-regex-range@5.0.1](https://github.com/micromatch/to-regex-range) - MIT
|
||||
[tr46@0.0.3](https://github.com/Sebmaster/tr46.js) - MIT
|
||||
[ts-api-utils@1.0.3](https://github.com/JoshuaKGoldberg/ts-api-utils) - MIT
|
||||
[ts-jest@29.1.2](https://github.com/kulshekhar/ts-jest) - MIT
|
||||
[tslib@1.14.1](https://github.com/Microsoft/tslib) - 0BSD
|
||||
[tslib@2.6.2](https://github.com/Microsoft/tslib) - 0BSD
|
||||
[type-check@0.4.0](https://github.com/gkz/type-check) - MIT
|
||||
[type-detect@4.0.8](https://github.com/chaijs/type-detect) - MIT
|
||||
[type-fest@0.20.2](https://github.com/sindresorhus/type-fest) - (MIT OR CC0-1.0)
|
||||
[type-fest@0.21.3](https://github.com/sindresorhus/type-fest) - (MIT OR CC0-1.0)
|
||||
[typedoc-plugin-markdown@4.2.1](https://github.com/typedoc2md/typedoc-plugin-markdown) - MIT
|
||||
[typedoc@0.26.4](https://github.com/TypeStrong/TypeDoc) - Apache-2.0
|
||||
[typescript-eslint@7.1.0](https://github.com/typescript-eslint/typescript-eslint) - MIT
|
||||
[typescript@5.5.4](https://github.com/Microsoft/TypeScript) - Apache-2.0
|
||||
[typical@4.0.0](https://github.com/75lb/typical) - MIT
|
||||
[typical@7.1.1](https://github.com/75lb/typical) - MIT
|
||||
[uc.micro@2.1.0](https://github.com/markdown-it/uc.micro) - MIT
|
||||
[undici-types@5.26.5](https://github.com/nodejs/undici) - MIT
|
||||
[undici-types@6.19.8](https://github.com/nodejs/undici) - MIT
|
||||
[update-browserslist-db@1.0.13](https://github.com/browserslist/update-db) - MIT
|
||||
[uri-js@4.4.1](https://github.com/garycourt/uri-js) - BSD-2-Clause
|
||||
[uuid@9.0.1](https://github.com/uuidjs/uuid) - MIT
|
||||
[v8-to-istanbul@9.2.0](https://github.com/istanbuljs/v8-to-istanbul) - ISC
|
||||
[walker@1.0.8](https://github.com/daaku/nodejs-walker) - Apache-2.0
|
||||
[web-streams-polyfill@3.3.3](https://github.com/MattiasBuelens/web-streams-polyfill) - MIT
|
||||
[web-streams-polyfill@4.0.0-beta.3](https://github.com/MattiasBuelens/web-streams-polyfill) - MIT
|
||||
[webidl-conversions@3.0.1](https://github.com/jsdom/webidl-conversions) - BSD-2-Clause
|
||||
[whatwg-url@5.0.0](https://github.com/jsdom/whatwg-url) - MIT
|
||||
[which@2.0.2](https://github.com/isaacs/node-which) - ISC
|
||||
[wordwrapjs@5.1.0](https://github.com/75lb/wordwrapjs) - MIT
|
||||
[wrap-ansi@7.0.0](https://github.com/chalk/wrap-ansi) - MIT
|
||||
[wrap-ansi@8.1.0](https://github.com/chalk/wrap-ansi) - MIT
|
||||
[wrappy@1.0.2](https://github.com/npm/wrappy) - ISC
|
||||
[write-file-atomic@4.0.2](https://github.com/npm/write-file-atomic) - ISC
|
||||
[y18n@5.0.8](https://github.com/yargs/y18n) - ISC
|
||||
[yallist@3.1.1](https://github.com/isaacs/yallist) - ISC
|
||||
[yallist@5.0.0](https://github.com/isaacs/yallist) - BlueOak-1.0.0
|
||||
[yaml@2.4.5](https://github.com/eemeli/yaml) - ISC
|
||||
[yargs-parser@21.1.1](https://github.com/yargs/yargs-parser) - ISC
|
||||
[yargs@17.7.2](https://github.com/yargs/yargs) - MIT
|
||||
[yocto-queue@0.1.0](https://github.com/sindresorhus/yocto-queue) - MIT
|
||||
File diff suppressed because it is too large
Load Diff
@@ -312,66 +312,6 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
|
||||
expect(res.getChild("id")?.toJSON()).toEqual([2, 3]);
|
||||
});
|
||||
|
||||
it("should support takeRowIds with bigint array", async () => {
|
||||
await table.add([{ id: 1 }, { id: 2 }, { id: 3 }]);
|
||||
// Get actual row IDs using withRowId()
|
||||
const allRows = await table.query().withRowId().toArray();
|
||||
const rowIds = allRows.map((row) => row._rowid) as bigint[];
|
||||
|
||||
// Verify row IDs are bigint
|
||||
expect(typeof rowIds[0]).toBe("bigint");
|
||||
|
||||
// Use takeRowIds with bigint array (the main use case from issue #2722)
|
||||
const res = await table.takeRowIds([rowIds[0], rowIds[2]]).toArray();
|
||||
expect(res.map((r) => r.id)).toEqual([1, 3]);
|
||||
});
|
||||
|
||||
it("should support takeRowIds with number array for backwards compatibility", async () => {
|
||||
await table.add([{ id: 1 }, { id: 2 }, { id: 3 }]);
|
||||
// Small row IDs can be passed as numbers
|
||||
const res = await table.takeRowIds([0, 2]).toArray();
|
||||
expect(res.map((r) => r.id)).toEqual([1, 3]);
|
||||
});
|
||||
|
||||
it("should support takeRowIds with mixed bigint and number array", async () => {
|
||||
await table.add([{ id: 1 }, { id: 2 }, { id: 3 }]);
|
||||
// Mixed array of bigint and number
|
||||
const res = await table.takeRowIds([0n, 1, 2n]).toArray();
|
||||
expect(res.map((r) => r.id)).toEqual([1, 2, 3]);
|
||||
});
|
||||
|
||||
it("should throw for non-integer number in takeRowIds", () => {
|
||||
expect(() => table.takeRowIds([1.5])).toThrow(
|
||||
"Row id must be an integer (or bigint)",
|
||||
);
|
||||
expect(() => table.takeRowIds([0, 1.1, 2])).toThrow(
|
||||
"Row id must be an integer (or bigint)",
|
||||
);
|
||||
});
|
||||
|
||||
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(
|
||||
"Row id cannot be negative",
|
||||
);
|
||||
});
|
||||
|
||||
it("should throw for unsafe large number in takeRowIds", () => {
|
||||
// Number.MAX_SAFE_INTEGER + 1 is not safe
|
||||
const unsafeNumber = Number.MAX_SAFE_INTEGER + 1;
|
||||
expect(() => table.takeRowIds([unsafeNumber])).toThrow(
|
||||
"Row id is too large for number; use bigint instead",
|
||||
);
|
||||
});
|
||||
|
||||
it("should reject negative bigint in takeRowIds", async () => {
|
||||
await table.add([{ id: 1 }]);
|
||||
// Negative bigint should be rejected by the Rust layer
|
||||
expect(() => {
|
||||
table.takeRowIds([-1n]);
|
||||
}).toThrow("Row id cannot be negative");
|
||||
});
|
||||
|
||||
it("should return the table as an instance of an arrow table", async () => {
|
||||
const arrowTbl = await table.toArrow();
|
||||
expect(arrowTbl).toBeInstanceOf(ArrowTable);
|
||||
@@ -1580,9 +1520,9 @@ describe("when optimizing a dataset", () => {
|
||||
|
||||
it("delete unverified", async () => {
|
||||
const version = await table.version();
|
||||
const versionFile = `${tmpDir.name}/${table.name}.lance/_versions/${String(
|
||||
18446744073709551615n - (BigInt(version) - 1n),
|
||||
).padStart(20, "0")}.manifest`;
|
||||
const versionFile = `${tmpDir.name}/${table.name}.lance/_versions/${
|
||||
version - 1
|
||||
}.manifest`;
|
||||
fs.rmSync(versionFile);
|
||||
|
||||
let stats = await table.optimize({ deleteUnverified: false });
|
||||
|
||||
@@ -347,13 +347,9 @@ export abstract class Table {
|
||||
/**
|
||||
* Create a query that returns a subset of the rows in the table.
|
||||
* @param rowIds The row ids of the rows to return.
|
||||
*
|
||||
* Row ids returned by `withRowId()` are `bigint`, so `bigint[]` is supported.
|
||||
* For convenience / backwards compatibility, `number[]` is also accepted (for
|
||||
* small row ids that fit in a safe integer).
|
||||
* @returns A builder that can be used to parameterize the query.
|
||||
*/
|
||||
abstract takeRowIds(rowIds: readonly (bigint | number)[]): TakeQuery;
|
||||
abstract takeRowIds(rowIds: number[]): TakeQuery;
|
||||
|
||||
/**
|
||||
* Create a search query to find the nearest neighbors
|
||||
@@ -542,35 +538,6 @@ export abstract class Table {
|
||||
*
|
||||
*/
|
||||
abstract stats(): Promise<TableStatistics>;
|
||||
|
||||
/**
|
||||
* Get the initial storage options that were passed in when opening this table.
|
||||
*
|
||||
* For dynamically refreshed options (e.g., credential vending), use
|
||||
* {@link Table.latestStorageOptions}.
|
||||
*
|
||||
* Warning: This is an internal API and the return value is subject to change.
|
||||
*
|
||||
* @returns The storage options, or undefined if no storage options were configured.
|
||||
*/
|
||||
abstract initialStorageOptions(): Promise<
|
||||
Record<string, string> | null | undefined
|
||||
>;
|
||||
|
||||
/**
|
||||
* Get the latest storage options, refreshing from provider if configured.
|
||||
*
|
||||
* This method is useful for credential vending scenarios where storage options
|
||||
* may be refreshed dynamically. If no dynamic provider is configured, this
|
||||
* returns the initial static options.
|
||||
*
|
||||
* Warning: This is an internal API and the return value is subject to change.
|
||||
*
|
||||
* @returns The storage options, or undefined if no storage options were configured.
|
||||
*/
|
||||
abstract latestStorageOptions(): Promise<
|
||||
Record<string, string> | null | undefined
|
||||
>;
|
||||
}
|
||||
|
||||
export class LocalTable extends Table {
|
||||
@@ -719,24 +686,8 @@ export class LocalTable extends Table {
|
||||
return new TakeQuery(this.inner.takeOffsets(offsets));
|
||||
}
|
||||
|
||||
takeRowIds(rowIds: readonly (bigint | number)[]): TakeQuery {
|
||||
const ids = rowIds.map((id) => {
|
||||
if (typeof id === "bigint") {
|
||||
return id;
|
||||
}
|
||||
if (!Number.isInteger(id)) {
|
||||
throw new Error("Row id must be an integer (or bigint)");
|
||||
}
|
||||
if (id < 0) {
|
||||
throw new Error("Row id cannot be negative");
|
||||
}
|
||||
if (!Number.isSafeInteger(id)) {
|
||||
throw new Error("Row id is too large for number; use bigint instead");
|
||||
}
|
||||
return BigInt(id);
|
||||
});
|
||||
|
||||
return new TakeQuery(this.inner.takeRowIds(ids));
|
||||
takeRowIds(rowIds: number[]): TakeQuery {
|
||||
return new TakeQuery(this.inner.takeRowIds(rowIds));
|
||||
}
|
||||
|
||||
query(): Query {
|
||||
@@ -907,18 +858,6 @@ export class LocalTable extends Table {
|
||||
return await this.inner.stats();
|
||||
}
|
||||
|
||||
async initialStorageOptions(): Promise<
|
||||
Record<string, string> | null | undefined
|
||||
> {
|
||||
return await this.inner.initialStorageOptions();
|
||||
}
|
||||
|
||||
async latestStorageOptions(): Promise<
|
||||
Record<string, string> | null | undefined
|
||||
> {
|
||||
return await this.inner.latestStorageOptions();
|
||||
}
|
||||
|
||||
mergeInsert(on: string | string[]): MergeInsertBuilder {
|
||||
on = Array.isArray(on) ? on : [on];
|
||||
return new MergeInsertBuilder(this.inner.mergeInsert(on), this.schema());
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-darwin-arm64",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": ["darwin"],
|
||||
"cpu": ["arm64"],
|
||||
"main": "lancedb.darwin-arm64.node",
|
||||
@@ -8,9 +8,5 @@
|
||||
"license": "Apache-2.0",
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
},
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
}
|
||||
}
|
||||
|
||||
3
nodejs/npm/darwin-x64/README.md
Normal file
3
nodejs/npm/darwin-x64/README.md
Normal file
@@ -0,0 +1,3 @@
|
||||
# `@lancedb/lancedb-darwin-x64`
|
||||
|
||||
This is the **x86_64-apple-darwin** binary for `@lancedb/lancedb`
|
||||
12
nodejs/npm/darwin-x64/package.json
Normal file
12
nodejs/npm/darwin-x64/package.json
Normal file
@@ -0,0 +1,12 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-darwin-x64",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": ["darwin"],
|
||||
"cpu": ["x64"],
|
||||
"main": "lancedb.darwin-x64.node",
|
||||
"files": ["lancedb.darwin-x64.node"],
|
||||
"license": "Apache-2.0",
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
}
|
||||
}
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-arm64-gnu",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": ["linux"],
|
||||
"cpu": ["arm64"],
|
||||
"main": "lancedb.linux-arm64-gnu.node",
|
||||
@@ -9,9 +9,5 @@
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
},
|
||||
"libc": ["glibc"],
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
}
|
||||
"libc": ["glibc"]
|
||||
}
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-arm64-musl",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": ["linux"],
|
||||
"cpu": ["arm64"],
|
||||
"main": "lancedb.linux-arm64-musl.node",
|
||||
@@ -9,9 +9,5 @@
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
},
|
||||
"libc": ["musl"],
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
}
|
||||
"libc": ["musl"]
|
||||
}
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-x64-gnu",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": ["linux"],
|
||||
"cpu": ["x64"],
|
||||
"main": "lancedb.linux-x64-gnu.node",
|
||||
@@ -9,9 +9,5 @@
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
},
|
||||
"libc": ["glibc"],
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
}
|
||||
"libc": ["glibc"]
|
||||
}
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-linux-x64-musl",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": ["linux"],
|
||||
"cpu": ["x64"],
|
||||
"main": "lancedb.linux-x64-musl.node",
|
||||
@@ -9,9 +9,5 @@
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
},
|
||||
"libc": ["musl"],
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
}
|
||||
"libc": ["musl"]
|
||||
}
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-win32-arm64-msvc",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": [
|
||||
"win32"
|
||||
],
|
||||
@@ -14,9 +14,5 @@
|
||||
"license": "Apache-2.0",
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
},
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb-win32-x64-msvc",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"os": ["win32"],
|
||||
"cpu": ["x64"],
|
||||
"main": "lancedb.win32-x64-msvc.node",
|
||||
@@ -8,9 +8,5 @@
|
||||
"license": "Apache-2.0",
|
||||
"engines": {
|
||||
"node": ">= 18"
|
||||
},
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
}
|
||||
}
|
||||
|
||||
4
nodejs/package-lock.json
generated
4
nodejs/package-lock.json
generated
@@ -1,12 +1,12 @@
|
||||
{
|
||||
"name": "@lancedb/lancedb",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"lockfileVersion": 3,
|
||||
"requires": true,
|
||||
"packages": {
|
||||
"": {
|
||||
"name": "@lancedb/lancedb",
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"cpu": [
|
||||
"x64",
|
||||
"arm64"
|
||||
|
||||
@@ -11,7 +11,7 @@
|
||||
"ann"
|
||||
],
|
||||
"private": false,
|
||||
"version": "0.26.2",
|
||||
"version": "0.23.1-beta.1",
|
||||
"main": "dist/index.js",
|
||||
"exports": {
|
||||
".": "./dist/index.js",
|
||||
@@ -25,6 +25,7 @@
|
||||
"triples": {
|
||||
"defaults": false,
|
||||
"additional": [
|
||||
"x86_64-apple-darwin",
|
||||
"aarch64-apple-darwin",
|
||||
"x86_64-unknown-linux-gnu",
|
||||
"aarch64-unknown-linux-gnu",
|
||||
@@ -36,10 +37,6 @@
|
||||
}
|
||||
},
|
||||
"license": "Apache-2.0",
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/lancedb/lancedb"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@aws-sdk/client-dynamodb": "^3.33.0",
|
||||
"@aws-sdk/client-kms": "^3.33.0",
|
||||
|
||||
@@ -13,7 +13,6 @@ use crate::header::JsHeaderProvider;
|
||||
use crate::table::Table;
|
||||
use crate::ConnectionOptions;
|
||||
use lancedb::connection::{ConnectBuilder, Connection as LanceDBConnection};
|
||||
|
||||
use lancedb::ipc::{ipc_file_to_batches, ipc_file_to_schema};
|
||||
|
||||
#[napi]
|
||||
|
||||
@@ -166,19 +166,6 @@ impl Table {
|
||||
Ok(stats.into())
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn initial_storage_options(&self) -> napi::Result<Option<HashMap<String, String>>> {
|
||||
Ok(self.inner_ref()?.initial_storage_options().await)
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn latest_storage_options(&self) -> napi::Result<Option<HashMap<String, String>>> {
|
||||
self.inner_ref()?
|
||||
.latest_storage_options()
|
||||
.await
|
||||
.default_error()
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub async fn update(
|
||||
&self,
|
||||
@@ -221,24 +208,18 @@ impl Table {
|
||||
}
|
||||
|
||||
#[napi(catch_unwind)]
|
||||
pub fn take_row_ids(&self, row_ids: Vec<BigInt>) -> napi::Result<TakeQuery> {
|
||||
pub fn take_row_ids(&self, row_ids: Vec<i64>) -> napi::Result<TakeQuery> {
|
||||
Ok(TakeQuery::new(
|
||||
self.inner_ref()?.take_row_ids(
|
||||
row_ids
|
||||
.into_iter()
|
||||
.map(|id| {
|
||||
let (negative, value, lossless) = id.get_u64();
|
||||
if negative {
|
||||
Err(napi::Error::from_reason(
|
||||
"Row id cannot be negative".to_string(),
|
||||
.map(|o| {
|
||||
u64::try_from(o).map_err(|e| {
|
||||
napi::Error::from_reason(format!(
|
||||
"Failed to convert row id to u64: {}",
|
||||
e
|
||||
))
|
||||
} else if !lossless {
|
||||
Err(napi::Error::from_reason(
|
||||
"Row id is too large to fit in u64".to_string(),
|
||||
))
|
||||
} else {
|
||||
Ok(value)
|
||||
}
|
||||
})
|
||||
})
|
||||
.collect::<Result<Vec<_>>>()?,
|
||||
),
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
[tool.bumpversion]
|
||||
current_version = "0.30.0-beta.0"
|
||||
current_version = "0.26.1-beta.1"
|
||||
parse = """(?x)
|
||||
(?P<major>0|[1-9]\\d*)\\.
|
||||
(?P<minor>0|[1-9]\\d*)\\.
|
||||
|
||||
@@ -16,7 +16,7 @@ The Python package is a wrapper around the Rust library, `lancedb`. We use
|
||||
|
||||
To set up your development environment, you will need to install the following:
|
||||
|
||||
1. Python 3.10 or later
|
||||
1. Python 3.9 or later
|
||||
2. Cargo (Rust's package manager). Use [rustup](https://rustup.rs/) to install.
|
||||
3. [protoc](https://grpc.io/docs/protoc-installation/) (Protocol Buffers compiler)
|
||||
|
||||
|
||||
@@ -1,28 +1,28 @@
|
||||
[package]
|
||||
name = "lancedb-python"
|
||||
version = "0.30.0-beta.0"
|
||||
version = "0.26.1-beta.1"
|
||||
edition.workspace = true
|
||||
description = "Python bindings for LanceDB"
|
||||
license.workspace = true
|
||||
repository.workspace = true
|
||||
keywords.workspace = true
|
||||
categories.workspace = true
|
||||
rust-version = "1.88.0"
|
||||
rust-version = "1.75.0"
|
||||
|
||||
[lib]
|
||||
name = "_lancedb"
|
||||
crate-type = ["cdylib"]
|
||||
|
||||
[dependencies]
|
||||
arrow = { version = "57.2", features = ["pyarrow"] }
|
||||
arrow = { version = "56.2", features = ["pyarrow"] }
|
||||
async-trait = "0.1"
|
||||
lancedb = { path = "../rust/lancedb", default-features = false }
|
||||
lance-core.workspace = true
|
||||
lance-namespace.workspace = true
|
||||
lance-io.workspace = true
|
||||
env_logger.workspace = true
|
||||
pyo3 = { version = "0.26", features = ["extension-module", "abi3-py39"] }
|
||||
pyo3-async-runtimes = { version = "0.26", features = [
|
||||
pyo3 = { version = "0.25", features = ["extension-module", "abi3-py39"] }
|
||||
pyo3-async-runtimes = { version = "0.25", features = [
|
||||
"attributes",
|
||||
"tokio-runtime",
|
||||
] }
|
||||
@@ -32,12 +32,12 @@ snafu.workspace = true
|
||||
tokio = { version = "1.40", features = ["sync"] }
|
||||
|
||||
[build-dependencies]
|
||||
pyo3-build-config = { version = "0.26", features = [
|
||||
pyo3-build-config = { version = "0.25", features = [
|
||||
"extension-module",
|
||||
"abi3-py39",
|
||||
] }
|
||||
|
||||
[features]
|
||||
default = ["remote", "lancedb/aws", "lancedb/gcs", "lancedb/azure", "lancedb/dynamodb", "lancedb/oss", "lancedb/huggingface"]
|
||||
default = ["remote", "lancedb/default"]
|
||||
fp16kernels = ["lancedb/fp16kernels"]
|
||||
remote = ["lancedb/remote"]
|
||||
|
||||
@@ -1,206 +0,0 @@
|
||||
| Name | Version | License | URL |
|
||||
|--------------------------------|-----------------|--------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------|
|
||||
| InstructorEmbedding | 1.0.1 | Apache License 2.0 | https://github.com/HKUNLP/instructor-embedding |
|
||||
| Jinja2 | 3.1.6 | BSD License | https://github.com/pallets/jinja/ |
|
||||
| Markdown | 3.10.2 | BSD-3-Clause | https://Python-Markdown.github.io/ |
|
||||
| MarkupSafe | 3.0.3 | BSD-3-Clause | https://github.com/pallets/markupsafe/ |
|
||||
| PyJWT | 2.11.0 | MIT | https://github.com/jpadilla/pyjwt |
|
||||
| PyYAML | 6.0.3 | MIT License | https://pyyaml.org/ |
|
||||
| Pygments | 2.19.2 | BSD License | https://pygments.org |
|
||||
| accelerate | 1.12.0 | Apache Software License | https://github.com/huggingface/accelerate |
|
||||
| adlfs | 2026.2.0 | BSD License | UNKNOWN |
|
||||
| aiohappyeyeballs | 2.6.1 | Python Software Foundation License | https://github.com/aio-libs/aiohappyeyeballs |
|
||||
| aiohttp | 3.13.3 | Apache-2.0 AND MIT | https://github.com/aio-libs/aiohttp |
|
||||
| aiosignal | 1.4.0 | Apache Software License | https://github.com/aio-libs/aiosignal |
|
||||
| annotated-types | 0.7.0 | MIT License | https://github.com/annotated-types/annotated-types |
|
||||
| anyio | 4.12.1 | MIT | https://anyio.readthedocs.io/en/stable/versionhistory.html |
|
||||
| appnope | 0.1.4 | BSD License | http://github.com/minrk/appnope |
|
||||
| asttokens | 3.0.1 | Apache 2.0 | https://github.com/gristlabs/asttokens |
|
||||
| attrs | 25.4.0 | MIT | https://www.attrs.org/en/stable/changelog.html |
|
||||
| awscli | 1.44.35 | Apache Software License | http://aws.amazon.com/cli/ |
|
||||
| azure-core | 1.38.0 | MIT License | https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/core/azure-core |
|
||||
| azure-datalake-store | 0.0.53 | MIT License | https://github.com/Azure/azure-data-lake-store-python |
|
||||
| azure-identity | 1.25.1 | MIT | https://github.com/Azure/azure-sdk-for-python |
|
||||
| azure-storage-blob | 12.28.0 | MIT License | https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/storage/azure-storage-blob |
|
||||
| babel | 2.18.0 | BSD License | https://babel.pocoo.org/ |
|
||||
| backrefs | 6.1 | MIT | https://github.com/facelessuser/backrefs |
|
||||
| beautifulsoup4 | 4.14.3 | MIT License | https://www.crummy.com/software/BeautifulSoup/bs4/ |
|
||||
| bleach | 6.3.0 | Apache Software License | https://github.com/mozilla/bleach |
|
||||
| boto3 | 1.42.45 | Apache-2.0 | https://github.com/boto/boto3 |
|
||||
| botocore | 1.42.45 | Apache-2.0 | https://github.com/boto/botocore |
|
||||
| cachetools | 7.0.0 | MIT | https://github.com/tkem/cachetools/ |
|
||||
| certifi | 2026.1.4 | Mozilla Public License 2.0 (MPL 2.0) | https://github.com/certifi/python-certifi |
|
||||
| cffi | 2.0.0 | MIT | https://cffi.readthedocs.io/en/latest/whatsnew.html |
|
||||
| cfgv | 3.5.0 | MIT | https://github.com/asottile/cfgv |
|
||||
| charset-normalizer | 3.4.4 | MIT | https://github.com/jawah/charset_normalizer/blob/master/CHANGELOG.md |
|
||||
| click | 8.3.1 | BSD-3-Clause | https://github.com/pallets/click/ |
|
||||
| cohere | 5.20.4 | MIT License | https://github.com/cohere-ai/cohere-python |
|
||||
| colorama | 0.4.6 | BSD License | https://github.com/tartley/colorama |
|
||||
| colpali_engine | 0.3.13 | MIT License | https://github.com/illuin-tech/colpali |
|
||||
| comm | 0.2.3 | BSD License | https://github.com/ipython/comm |
|
||||
| cryptography | 46.0.4 | Apache-2.0 OR BSD-3-Clause | https://github.com/pyca/cryptography |
|
||||
| datafusion | 51.0.0 | Apache Software License | https://datafusion.apache.org/python |
|
||||
| debugpy | 1.8.20 | MIT License | https://aka.ms/debugpy |
|
||||
| decorator | 5.2.1 | BSD License | UNKNOWN |
|
||||
| defusedxml | 0.7.1 | Python Software Foundation License | https://github.com/tiran/defusedxml |
|
||||
| deprecation | 2.1.0 | Apache Software License | http://deprecation.readthedocs.io/ |
|
||||
| distlib | 0.4.0 | Python Software Foundation License | https://github.com/pypa/distlib |
|
||||
| distro | 1.9.0 | Apache Software License | https://github.com/python-distro/distro |
|
||||
| docutils | 0.19 | BSD License; GNU General Public License (GPL); Public Domain; Python Software Foundation License | https://docutils.sourceforge.io/ |
|
||||
| duckdb | 1.4.4 | MIT License | https://github.com/duckdb/duckdb-python |
|
||||
| executing | 2.2.1 | MIT License | https://github.com/alexmojaki/executing |
|
||||
| fastavro | 1.12.1 | MIT | https://github.com/fastavro/fastavro |
|
||||
| fastjsonschema | 2.21.2 | BSD License | https://github.com/horejsek/python-fastjsonschema |
|
||||
| filelock | 3.20.3 | Unlicense | https://github.com/tox-dev/py-filelock |
|
||||
| frozenlist | 1.8.0 | Apache-2.0 | https://github.com/aio-libs/frozenlist |
|
||||
| fsspec | 2026.2.0 | BSD-3-Clause | https://github.com/fsspec/filesystem_spec |
|
||||
| ftfy | 6.3.1 | Apache-2.0 | https://ftfy.readthedocs.io/en/latest/ |
|
||||
| ghp-import | 2.1.0 | Apache Software License | https://github.com/c-w/ghp-import |
|
||||
| google-ai-generativelanguage | 0.6.15 | Apache Software License | https://github.com/googleapis/google-cloud-python/tree/main/packages/google-ai-generativelanguage |
|
||||
| google-api-core | 2.25.2 | Apache Software License | https://github.com/googleapis/python-api-core |
|
||||
| google-api-python-client | 2.189.0 | Apache Software License | https://github.com/googleapis/google-api-python-client/ |
|
||||
| google-auth | 2.48.0 | Apache Software License | https://github.com/googleapis/google-auth-library-python |
|
||||
| google-auth-httplib2 | 0.3.0 | Apache Software License | https://github.com/GoogleCloudPlatform/google-auth-library-python-httplib2 |
|
||||
| google-generativeai | 0.8.6 | Apache Software License | https://github.com/google/generative-ai-python |
|
||||
| googleapis-common-protos | 1.72.0 | Apache Software License | https://github.com/googleapis/google-cloud-python/tree/main/packages/googleapis-common-protos |
|
||||
| griffe | 2.0.0 | ISC | https://mkdocstrings.github.io/griffe |
|
||||
| griffecli | 2.0.0 | ISC | UNKNOWN |
|
||||
| griffelib | 2.0.0 | ISC | UNKNOWN |
|
||||
| grpcio | 1.78.0 | Apache-2.0 | https://grpc.io |
|
||||
| grpcio-status | 1.71.2 | Apache Software License | https://grpc.io |
|
||||
| h11 | 0.16.0 | MIT License | https://github.com/python-hyper/h11 |
|
||||
| hf-xet | 1.2.0 | Apache-2.0 | https://github.com/huggingface/xet-core |
|
||||
| httpcore | 1.0.9 | BSD-3-Clause | https://www.encode.io/httpcore/ |
|
||||
| httplib2 | 0.31.2 | MIT License | https://github.com/httplib2/httplib2 |
|
||||
| httpx | 0.28.1 | BSD License | https://github.com/encode/httpx |
|
||||
| huggingface_hub | 0.36.2 | Apache Software License | https://github.com/huggingface/huggingface_hub |
|
||||
| ibm-cos-sdk | 2.14.3 | Apache Software License | https://github.com/ibm/ibm-cos-sdk-python |
|
||||
| ibm-cos-sdk-core | 2.14.3 | Apache Software License | https://github.com/ibm/ibm-cos-sdk-python-core |
|
||||
| ibm-cos-sdk-s3transfer | 2.14.3 | Apache Software License | https://github.com/IBM/ibm-cos-sdk-python-s3transfer |
|
||||
| ibm_watsonx_ai | 1.5.1 | BSD License | https://ibm.github.io/watsonx-ai-python-sdk/changelog.html |
|
||||
| identify | 2.6.16 | MIT | https://github.com/pre-commit/identify |
|
||||
| idna | 3.11 | BSD-3-Clause | https://github.com/kjd/idna |
|
||||
| iniconfig | 2.3.0 | MIT | https://github.com/pytest-dev/iniconfig |
|
||||
| ipykernel | 6.31.0 | BSD-3-Clause | https://ipython.org |
|
||||
| ipython | 9.10.0 | BSD-3-Clause | https://ipython.org |
|
||||
| ipython_pygments_lexers | 1.1.1 | BSD License | https://github.com/ipython/ipython-pygments-lexers |
|
||||
| isodate | 0.7.2 | BSD License | https://github.com/gweis/isodate/ |
|
||||
| jedi | 0.19.2 | MIT License | https://github.com/davidhalter/jedi |
|
||||
| jiter | 0.13.0 | MIT License | https://github.com/pydantic/jiter/ |
|
||||
| jmespath | 1.0.1 | MIT License | https://github.com/jmespath/jmespath.py |
|
||||
| joblib | 1.5.3 | BSD-3-Clause | https://joblib.readthedocs.io |
|
||||
| jsonschema | 4.26.0 | MIT | https://github.com/python-jsonschema/jsonschema |
|
||||
| jsonschema-specifications | 2025.9.1 | MIT | https://github.com/python-jsonschema/jsonschema-specifications |
|
||||
| jupyter_client | 8.8.0 | BSD License | https://jupyter.org |
|
||||
| jupyter_core | 5.9.1 | BSD-3-Clause | https://jupyter.org |
|
||||
| jupyterlab_pygments | 0.3.0 | BSD License | https://github.com/jupyterlab/jupyterlab_pygments |
|
||||
| jupytext | 1.19.1 | MIT License | https://github.com/mwouts/jupytext |
|
||||
| lance-namespace | 0.4.5 | Apache-2.0 | https://github.com/lance-format/lance-namespace |
|
||||
| lance-namespace-urllib3-client | 0.4.5 | Apache-2.0 | https://github.com/lance-format/lance-namespace |
|
||||
| lancedb | 0.29.2 | Apache Software License | https://github.com/lancedb/lancedb |
|
||||
| lomond | 0.3.3 | BSD License | https://github.com/wildfoundry/dataplicity-lomond |
|
||||
| markdown-it-py | 4.0.0 | MIT License | https://github.com/executablebooks/markdown-it-py |
|
||||
| matplotlib-inline | 0.2.1 | UNKNOWN | https://github.com/ipython/matplotlib-inline |
|
||||
| mdit-py-plugins | 0.5.0 | MIT License | https://github.com/executablebooks/mdit-py-plugins |
|
||||
| mdurl | 0.1.2 | MIT License | https://github.com/executablebooks/mdurl |
|
||||
| mergedeep | 1.3.4 | MIT License | https://github.com/clarketm/mergedeep |
|
||||
| mistune | 3.2.0 | BSD License | https://github.com/lepture/mistune |
|
||||
| mkdocs | 1.6.1 | BSD-2-Clause | https://github.com/mkdocs/mkdocs |
|
||||
| mkdocs-autorefs | 1.4.3 | ISC | https://mkdocstrings.github.io/autorefs |
|
||||
| mkdocs-get-deps | 0.2.0 | MIT | https://github.com/mkdocs/get-deps |
|
||||
| mkdocs-jupyter | 0.25.1 | Apache-2.0 | https://github.com/danielfrg/mkdocs-jupyter |
|
||||
| mkdocs-material | 9.7.1 | MIT | https://github.com/squidfunk/mkdocs-material |
|
||||
| mkdocs-material-extensions | 1.3.1 | MIT | https://github.com/facelessuser/mkdocs-material-extensions |
|
||||
| mkdocstrings | 1.0.3 | ISC | https://mkdocstrings.github.io |
|
||||
| mkdocstrings-python | 2.0.2 | ISC | https://mkdocstrings.github.io/python |
|
||||
| mpmath | 1.3.0 | BSD License | http://mpmath.org/ |
|
||||
| msal | 1.34.0 | MIT License | https://github.com/AzureAD/microsoft-authentication-library-for-python |
|
||||
| msal-extensions | 1.3.1 | MIT License | https://github.com/AzureAD/microsoft-authentication-extensions-for-python/releases |
|
||||
| multidict | 6.7.1 | Apache License 2.0 | https://github.com/aio-libs/multidict |
|
||||
| nbclient | 0.10.4 | BSD License | https://jupyter.org |
|
||||
| nbconvert | 7.17.0 | BSD License | https://jupyter.org |
|
||||
| nbformat | 5.10.4 | BSD License | https://jupyter.org |
|
||||
| nest-asyncio | 1.6.0 | BSD License | https://github.com/erdewit/nest_asyncio |
|
||||
| networkx | 3.6.1 | BSD-3-Clause | https://networkx.org/ |
|
||||
| nodeenv | 1.10.0 | BSD License | https://github.com/ekalinin/nodeenv |
|
||||
| numpy | 2.4.2 | BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0 | https://numpy.org |
|
||||
| ollama | 0.6.1 | MIT | https://ollama.com |
|
||||
| open_clip_torch | 3.2.0 | MIT License | https://github.com/mlfoundations/open_clip |
|
||||
| openai | 2.18.0 | Apache Software License | https://github.com/openai/openai-python |
|
||||
| packaging | 26.0 | Apache-2.0 OR BSD-2-Clause | https://github.com/pypa/packaging |
|
||||
| paginate | 0.5.7 | MIT License | https://github.com/Signum/paginate |
|
||||
| pandas | 2.3.3 | BSD License | https://pandas.pydata.org |
|
||||
| pandocfilters | 1.5.1 | BSD License | http://github.com/jgm/pandocfilters |
|
||||
| parso | 0.8.6 | MIT License | https://github.com/davidhalter/parso |
|
||||
| pathspec | 1.0.4 | Mozilla Public License 2.0 (MPL 2.0) | UNKNOWN |
|
||||
| peft | 0.17.1 | Apache Software License | https://github.com/huggingface/peft |
|
||||
| pexpect | 4.9.0 | ISC License (ISCL) | https://pexpect.readthedocs.io/ |
|
||||
| pillow | 12.1.0 | MIT-CMU | https://python-pillow.github.io |
|
||||
| platformdirs | 4.5.1 | MIT | https://github.com/tox-dev/platformdirs |
|
||||
| pluggy | 1.6.0 | MIT License | UNKNOWN |
|
||||
| polars | 1.3.0 | MIT License | https://www.pola.rs/ |
|
||||
| pre_commit | 4.5.1 | MIT | https://github.com/pre-commit/pre-commit |
|
||||
| prompt_toolkit | 3.0.52 | BSD License | https://github.com/prompt-toolkit/python-prompt-toolkit |
|
||||
| propcache | 0.4.1 | Apache Software License | https://github.com/aio-libs/propcache |
|
||||
| proto-plus | 1.27.1 | Apache Software License | https://github.com/googleapis/proto-plus-python |
|
||||
| protobuf | 5.29.6 | 3-Clause BSD License | https://developers.google.com/protocol-buffers/ |
|
||||
| psutil | 7.2.2 | BSD-3-Clause | https://github.com/giampaolo/psutil |
|
||||
| ptyprocess | 0.7.0 | ISC License (ISCL) | https://github.com/pexpect/ptyprocess |
|
||||
| pure_eval | 0.2.3 | MIT License | http://github.com/alexmojaki/pure_eval |
|
||||
| pyarrow | 23.0.0 | Apache-2.0 | https://arrow.apache.org/ |
|
||||
| pyarrow-stubs | 20.0.0.20251215 | BSD-2-Clause | https://github.com/zen-xu/pyarrow-stubs |
|
||||
| pyasn1 | 0.6.2 | BSD-2-Clause | https://github.com/pyasn1/pyasn1 |
|
||||
| pyasn1_modules | 0.4.2 | BSD License | https://github.com/pyasn1/pyasn1-modules |
|
||||
| pycparser | 3.0 | BSD-3-Clause | https://github.com/eliben/pycparser |
|
||||
| pydantic | 2.12.5 | MIT | https://github.com/pydantic/pydantic |
|
||||
| pydantic_core | 2.41.5 | MIT | https://github.com/pydantic/pydantic-core |
|
||||
| pylance | 2.0.0 | Apache Software License | UNKNOWN |
|
||||
| pymdown-extensions | 10.20.1 | MIT | https://github.com/facelessuser/pymdown-extensions |
|
||||
| pyparsing | 3.3.2 | MIT | https://github.com/pyparsing/pyparsing/ |
|
||||
| pyright | 1.1.408 | MIT | https://github.com/RobertCraigie/pyright-python |
|
||||
| pytest | 9.0.2 | MIT | https://docs.pytest.org/en/latest/ |
|
||||
| pytest-asyncio | 1.3.0 | Apache-2.0 | https://github.com/pytest-dev/pytest-asyncio |
|
||||
| pytest-mock | 3.15.1 | MIT License | https://github.com/pytest-dev/pytest-mock/ |
|
||||
| python-dateutil | 2.9.0.post0 | Apache Software License; BSD License | https://github.com/dateutil/dateutil |
|
||||
| pytz | 2025.2 | MIT License | http://pythonhosted.org/pytz |
|
||||
| pyyaml_env_tag | 1.1 | MIT | https://github.com/waylan/pyyaml-env-tag |
|
||||
| pyzmq | 27.1.0 | BSD License | https://pyzmq.readthedocs.org |
|
||||
| referencing | 0.37.0 | MIT | https://github.com/python-jsonschema/referencing |
|
||||
| regex | 2026.1.15 | Apache-2.0 AND CNRI-Python | https://github.com/mrabarnett/mrab-regex |
|
||||
| requests | 2.32.5 | Apache Software License | https://requests.readthedocs.io |
|
||||
| rpds-py | 0.30.0 | MIT | https://github.com/crate-py/rpds |
|
||||
| rsa | 4.7.2 | Apache Software License | https://stuvel.eu/rsa |
|
||||
| ruff | 0.15.0 | MIT License | https://docs.astral.sh/ruff |
|
||||
| s3transfer | 0.16.0 | Apache Software License | https://github.com/boto/s3transfer |
|
||||
| safetensors | 0.7.0 | Apache Software License | https://github.com/huggingface/safetensors |
|
||||
| scikit-learn | 1.8.0 | BSD-3-Clause | https://scikit-learn.org |
|
||||
| scipy | 1.17.0 | BSD License | https://scipy.org/ |
|
||||
| sentence-transformers | 5.2.2 | Apache Software License | https://www.SBERT.net |
|
||||
| sentencepiece | 0.2.1 | UNKNOWN | https://github.com/google/sentencepiece |
|
||||
| six | 1.17.0 | MIT License | https://github.com/benjaminp/six |
|
||||
| sniffio | 1.3.1 | Apache Software License; MIT License | https://github.com/python-trio/sniffio |
|
||||
| soupsieve | 2.8.3 | MIT | https://github.com/facelessuser/soupsieve |
|
||||
| stack-data | 0.6.3 | MIT License | http://github.com/alexmojaki/stack_data |
|
||||
| sympy | 1.14.0 | BSD License | https://sympy.org |
|
||||
| tabulate | 0.9.0 | MIT License | https://github.com/astanin/python-tabulate |
|
||||
| tantivy | 0.25.1 | UNKNOWN | UNKNOWN |
|
||||
| threadpoolctl | 3.6.0 | BSD License | https://github.com/joblib/threadpoolctl |
|
||||
| timm | 1.0.24 | Apache Software License | https://github.com/huggingface/pytorch-image-models |
|
||||
| tinycss2 | 1.4.0 | BSD License | https://www.courtbouillon.org/tinycss2 |
|
||||
| tokenizers | 0.22.2 | Apache Software License | https://github.com/huggingface/tokenizers |
|
||||
| torch | 2.8.0 | BSD License | https://pytorch.org/ |
|
||||
| torchvision | 0.23.0 | BSD | https://github.com/pytorch/vision |
|
||||
| tornado | 6.5.4 | Apache Software License | http://www.tornadoweb.org/ |
|
||||
| tqdm | 4.67.3 | MPL-2.0 AND MIT | https://tqdm.github.io |
|
||||
| traitlets | 5.14.3 | BSD License | https://github.com/ipython/traitlets |
|
||||
| transformers | 4.57.6 | Apache Software License | https://github.com/huggingface/transformers |
|
||||
| types-requests | 2.32.4.20260107 | Apache-2.0 | https://github.com/python/typeshed |
|
||||
| typing-inspection | 0.4.2 | MIT | https://github.com/pydantic/typing-inspection |
|
||||
| typing_extensions | 4.15.0 | PSF-2.0 | https://github.com/python/typing_extensions |
|
||||
| tzdata | 2025.3 | Apache-2.0 | https://github.com/python/tzdata |
|
||||
| uritemplate | 4.2.0 | BSD 3-Clause OR Apache-2.0 | https://uritemplate.readthedocs.org |
|
||||
| urllib3 | 2.6.3 | MIT | https://github.com/urllib3/urllib3/blob/main/CHANGES.rst |
|
||||
| virtualenv | 20.36.1 | MIT | https://github.com/pypa/virtualenv |
|
||||
| watchdog | 6.0.0 | Apache Software License | https://github.com/gorakhargosh/watchdog |
|
||||
| webencodings | 0.5.1 | BSD License | https://github.com/SimonSapin/python-webencodings |
|
||||
| yarl | 1.22.0 | Apache Software License | https://github.com/aio-libs/yarl |
|
||||
File diff suppressed because it is too large
Load Diff
@@ -16,7 +16,7 @@ description = "lancedb"
|
||||
authors = [{ name = "LanceDB Devs", email = "dev@lancedb.com" }]
|
||||
license = { file = "LICENSE" }
|
||||
readme = "README.md"
|
||||
requires-python = ">=3.10"
|
||||
requires-python = ">=3.9"
|
||||
keywords = [
|
||||
"data-format",
|
||||
"data-science",
|
||||
@@ -33,10 +33,10 @@ classifiers = [
|
||||
"Programming Language :: Python",
|
||||
"Programming Language :: Python :: 3",
|
||||
"Programming Language :: Python :: 3 :: Only",
|
||||
"Programming Language :: Python :: 3.9",
|
||||
"Programming Language :: Python :: 3.10",
|
||||
"Programming Language :: Python :: 3.11",
|
||||
"Programming Language :: Python :: 3.12",
|
||||
"Programming Language :: Python :: 3.13",
|
||||
"Topic :: Scientific/Engineering",
|
||||
]
|
||||
|
||||
@@ -137,4 +137,4 @@ include = [
|
||||
"python/lancedb/_lancedb.pyi",
|
||||
]
|
||||
exclude = ["python/tests/"]
|
||||
pythonVersion = "3.13"
|
||||
pythonVersion = "3.12"
|
||||
|
||||
@@ -13,7 +13,6 @@ __version__ = importlib.metadata.version("lancedb")
|
||||
|
||||
from ._lancedb import connect as lancedb_connect
|
||||
from .common import URI, sanitize_uri
|
||||
from urllib.parse import urlparse
|
||||
from .db import AsyncConnection, DBConnection, LanceDBConnection
|
||||
from .io import StorageOptionsProvider
|
||||
from .remote import ClientConfig
|
||||
@@ -29,39 +28,6 @@ from .namespace import (
|
||||
)
|
||||
|
||||
|
||||
def _check_s3_bucket_with_dots(
|
||||
uri: str, storage_options: Optional[Dict[str, str]]
|
||||
) -> None:
|
||||
"""
|
||||
Check if an S3 URI has a bucket name containing dots and warn if no region
|
||||
is specified. S3 buckets with dots cannot use virtual-hosted-style URLs,
|
||||
which breaks automatic region detection.
|
||||
|
||||
See: https://github.com/lancedb/lancedb/issues/1898
|
||||
"""
|
||||
if not isinstance(uri, str) or not uri.startswith("s3://"):
|
||||
return
|
||||
|
||||
parsed = urlparse(uri)
|
||||
bucket = parsed.netloc
|
||||
|
||||
if "." not in bucket:
|
||||
return
|
||||
|
||||
# Check if region is provided in storage_options
|
||||
region_keys = {"region", "aws_region"}
|
||||
has_region = storage_options and any(k in storage_options for k in region_keys)
|
||||
|
||||
if not has_region:
|
||||
raise ValueError(
|
||||
f"S3 bucket name '{bucket}' contains dots, which prevents automatic "
|
||||
f"region detection. Please specify the region explicitly via "
|
||||
f"storage_options={{'region': '<your-region>'}} or "
|
||||
f"storage_options={{'aws_region': '<your-region>'}}. "
|
||||
f"See https://github.com/lancedb/lancedb/issues/1898 for details."
|
||||
)
|
||||
|
||||
|
||||
def connect(
|
||||
uri: URI,
|
||||
*,
|
||||
@@ -155,11 +121,9 @@ def connect(
|
||||
storage_options=storage_options,
|
||||
**kwargs,
|
||||
)
|
||||
_check_s3_bucket_with_dots(str(uri), storage_options)
|
||||
|
||||
if kwargs:
|
||||
raise ValueError(f"Unknown keyword arguments: {kwargs}")
|
||||
|
||||
return LanceDBConnection(
|
||||
uri,
|
||||
read_consistency_interval=read_consistency_interval,
|
||||
@@ -247,8 +211,6 @@ async def connect_async(
|
||||
if isinstance(client_config, dict):
|
||||
client_config = ClientConfig(**client_config)
|
||||
|
||||
_check_s3_bucket_with_dots(str(uri), storage_options)
|
||||
|
||||
return AsyncConnection(
|
||||
await lancedb_connect(
|
||||
sanitize_uri(uri),
|
||||
|
||||
@@ -179,9 +179,6 @@ class Table:
|
||||
cleanup_since_ms: Optional[int] = None,
|
||||
delete_unverified: Optional[bool] = None,
|
||||
) -> OptimizeStats: ...
|
||||
async def uri(self) -> str: ...
|
||||
async def initial_storage_options(self) -> Optional[Dict[str, str]]: ...
|
||||
async def latest_storage_options(self) -> Optional[Dict[str, str]]: ...
|
||||
@property
|
||||
def tags(self) -> Tags: ...
|
||||
def query(self) -> Query: ...
|
||||
|
||||
@@ -22,12 +22,7 @@ class BackgroundEventLoop:
|
||||
self.thread.start()
|
||||
|
||||
def run(self, future):
|
||||
concurrent_future = asyncio.run_coroutine_threadsafe(future, self.loop)
|
||||
try:
|
||||
return concurrent_future.result()
|
||||
except BaseException:
|
||||
concurrent_future.cancel()
|
||||
raise
|
||||
return asyncio.run_coroutine_threadsafe(future, self.loop).result()
|
||||
|
||||
|
||||
LOOP = BackgroundEventLoop()
|
||||
|
||||
@@ -210,8 +210,10 @@ class DBConnection(EnforceOverrides):
|
||||
page_token: str, optional
|
||||
The token to use for pagination. If not present, start from the beginning.
|
||||
Typically, this token is last table name from the previous page.
|
||||
Only supported by LanceDb Cloud.
|
||||
limit: int, default 10
|
||||
The size of the page to return.
|
||||
Only supported by LanceDb Cloud.
|
||||
|
||||
Returns
|
||||
-------
|
||||
|
||||
@@ -275,7 +275,7 @@ class ColPaliEmbeddings(EmbeddingFunction):
|
||||
"""
|
||||
Convert image inputs to PIL Images.
|
||||
"""
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
requests = attempt_import_or_raise("requests", "requests")
|
||||
images = self.sanitize_input(images)
|
||||
pil_images = []
|
||||
@@ -285,12 +285,12 @@ class ColPaliEmbeddings(EmbeddingFunction):
|
||||
if image.startswith(("http://", "https://")):
|
||||
response = requests.get(image, timeout=10)
|
||||
response.raise_for_status()
|
||||
pil_images.append(PIL_Image.open(io.BytesIO(response.content)))
|
||||
pil_images.append(PIL.Image.open(io.BytesIO(response.content)))
|
||||
else:
|
||||
with PIL_Image.open(image) as im:
|
||||
with PIL.Image.open(image) as im:
|
||||
pil_images.append(im.copy())
|
||||
elif isinstance(image, bytes):
|
||||
pil_images.append(PIL_Image.open(io.BytesIO(image)))
|
||||
pil_images.append(PIL.Image.open(io.BytesIO(image)))
|
||||
else:
|
||||
# Assume it's a PIL Image; will raise if invalid
|
||||
pil_images.append(image)
|
||||
|
||||
@@ -77,8 +77,8 @@ class JinaEmbeddings(EmbeddingFunction):
|
||||
if isinstance(inputs, list):
|
||||
inputs = inputs
|
||||
else:
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
if isinstance(inputs, PIL_Image.Image):
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if isinstance(inputs, PIL.Image.Image):
|
||||
inputs = [inputs]
|
||||
return inputs
|
||||
|
||||
@@ -89,13 +89,13 @@ class JinaEmbeddings(EmbeddingFunction):
|
||||
elif isinstance(image, (str, Path)):
|
||||
parsed = urlparse.urlparse(image)
|
||||
# TODO handle drive letter on windows.
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if parsed.scheme == "file":
|
||||
pil_image = PIL_Image.open(parsed.path)
|
||||
pil_image = PIL.Image.open(parsed.path)
|
||||
elif parsed.scheme == "":
|
||||
pil_image = PIL_Image.open(image if os.name == "nt" else parsed.path)
|
||||
pil_image = PIL.Image.open(image if os.name == "nt" else parsed.path)
|
||||
elif parsed.scheme.startswith("http"):
|
||||
pil_image = PIL_Image.open(io.BytesIO(url_retrieve(image)))
|
||||
pil_image = PIL.Image.open(io.BytesIO(url_retrieve(image)))
|
||||
else:
|
||||
raise NotImplementedError("Only local and http(s) urls are supported")
|
||||
buffered = io.BytesIO()
|
||||
@@ -103,9 +103,9 @@ class JinaEmbeddings(EmbeddingFunction):
|
||||
image_bytes = buffered.getvalue()
|
||||
image_dict = {"image": base64.b64encode(image_bytes).decode("utf-8")}
|
||||
else:
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
|
||||
if isinstance(image, PIL_Image.Image):
|
||||
if isinstance(image, PIL.Image.Image):
|
||||
buffered = io.BytesIO()
|
||||
image.save(buffered, format="PNG")
|
||||
image_bytes = buffered.getvalue()
|
||||
@@ -136,9 +136,9 @@ class JinaEmbeddings(EmbeddingFunction):
|
||||
elif isinstance(query, (Path, bytes)):
|
||||
return [self.generate_image_embedding(query)]
|
||||
else:
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
|
||||
if isinstance(query, PIL_Image.Image):
|
||||
if isinstance(query, PIL.Image.Image):
|
||||
return [self.generate_image_embedding(query)]
|
||||
else:
|
||||
raise TypeError(
|
||||
|
||||
@@ -71,8 +71,8 @@ class OpenClipEmbeddings(EmbeddingFunction):
|
||||
if isinstance(query, str):
|
||||
return [self.generate_text_embeddings(query)]
|
||||
else:
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
if isinstance(query, PIL_Image.Image):
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if isinstance(query, PIL.Image.Image):
|
||||
return [self.generate_image_embedding(query)]
|
||||
else:
|
||||
raise TypeError("OpenClip supports str or PIL Image as query")
|
||||
@@ -145,20 +145,20 @@ class OpenClipEmbeddings(EmbeddingFunction):
|
||||
return self._encode_and_normalize_image(image)
|
||||
|
||||
def _to_pil(self, image: Union[str, bytes]):
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if isinstance(image, bytes):
|
||||
return PIL_Image.open(io.BytesIO(image))
|
||||
if isinstance(image, PIL_Image.Image):
|
||||
return PIL.Image.open(io.BytesIO(image))
|
||||
if isinstance(image, PIL.Image.Image):
|
||||
return image
|
||||
elif isinstance(image, str):
|
||||
parsed = urlparse.urlparse(image)
|
||||
# TODO handle drive letter on windows.
|
||||
if parsed.scheme == "file":
|
||||
return PIL_Image.open(parsed.path)
|
||||
return PIL.Image.open(parsed.path)
|
||||
elif parsed.scheme == "":
|
||||
return PIL_Image.open(image if os.name == "nt" else parsed.path)
|
||||
return PIL.Image.open(image if os.name == "nt" else parsed.path)
|
||||
elif parsed.scheme.startswith("http"):
|
||||
return PIL_Image.open(io.BytesIO(url_retrieve(image)))
|
||||
return PIL.Image.open(io.BytesIO(url_retrieve(image)))
|
||||
else:
|
||||
raise NotImplementedError("Only local and http(s) urls are supported")
|
||||
|
||||
|
||||
@@ -56,8 +56,8 @@ class SigLipEmbeddings(EmbeddingFunction):
|
||||
if isinstance(query, str):
|
||||
return [self.generate_text_embeddings(query)]
|
||||
else:
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
if isinstance(query, PIL_Image.Image):
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if isinstance(query, PIL.Image.Image):
|
||||
return [self.generate_image_embedding(query)]
|
||||
else:
|
||||
raise TypeError("SigLIP supports str or PIL Image as query")
|
||||
@@ -127,21 +127,21 @@ class SigLipEmbeddings(EmbeddingFunction):
|
||||
return image_features.cpu().detach().numpy().squeeze()
|
||||
|
||||
def _to_pil(self, image: Union[str, bytes, "PIL.Image.Image"]):
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
if isinstance(image, PIL_Image.Image):
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if isinstance(image, PIL.Image.Image):
|
||||
return image.convert("RGB") if image.mode != "RGB" else image
|
||||
elif isinstance(image, bytes):
|
||||
return PIL_Image.open(io.BytesIO(image)).convert("RGB")
|
||||
return PIL.Image.open(io.BytesIO(image)).convert("RGB")
|
||||
elif isinstance(image, str):
|
||||
parsed = urlparse.urlparse(image)
|
||||
if parsed.scheme == "file":
|
||||
return PIL_Image.open(parsed.path).convert("RGB")
|
||||
return PIL.Image.open(parsed.path).convert("RGB")
|
||||
elif parsed.scheme == "":
|
||||
path = image if os.name == "nt" else parsed.path
|
||||
return PIL_Image.open(path).convert("RGB")
|
||||
return PIL.Image.open(path).convert("RGB")
|
||||
elif parsed.scheme.startswith("http"):
|
||||
image_bytes = url_retrieve(image)
|
||||
return PIL_Image.open(io.BytesIO(image_bytes)).convert("RGB")
|
||||
return PIL.Image.open(io.BytesIO(image_bytes)).convert("RGB")
|
||||
else:
|
||||
raise NotImplementedError("Only local and http(s) urls are supported")
|
||||
else:
|
||||
|
||||
@@ -2,7 +2,7 @@
|
||||
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
import base64
|
||||
import os
|
||||
from typing import ClassVar, TYPE_CHECKING, List, Union, Any, Generator, Optional
|
||||
from typing import ClassVar, TYPE_CHECKING, List, Union, Any, Generator
|
||||
|
||||
from pathlib import Path
|
||||
from urllib.parse import urlparse
|
||||
@@ -21,9 +21,6 @@ if TYPE_CHECKING:
|
||||
|
||||
# Token limits for different VoyageAI models
|
||||
VOYAGE_TOTAL_TOKEN_LIMITS = {
|
||||
"voyage-4": 320_000,
|
||||
"voyage-4-lite": 1_000_000,
|
||||
"voyage-4-large": 120_000,
|
||||
"voyage-context-3": 32_000,
|
||||
"voyage-3.5-lite": 1_000_000,
|
||||
"voyage-3.5": 320_000,
|
||||
@@ -48,32 +45,14 @@ def is_valid_url(text):
|
||||
return False
|
||||
|
||||
|
||||
VIDEO_EXTENSIONS = {".mp4", ".webm", ".mov", ".avi", ".mkv", ".m4v", ".gif"}
|
||||
|
||||
|
||||
def is_video_url(url: str) -> bool:
|
||||
"""Check if URL points to a video file based on extension."""
|
||||
parsed = urlparse(url)
|
||||
path = parsed.path.lower()
|
||||
return any(path.endswith(ext) for ext in VIDEO_EXTENSIONS)
|
||||
|
||||
|
||||
def is_video_path(path: Path) -> bool:
|
||||
"""Check if file path is a video file based on extension."""
|
||||
return path.suffix.lower() in VIDEO_EXTENSIONS
|
||||
|
||||
|
||||
def transform_input(input_data: Union[str, bytes, Path]):
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if isinstance(input_data, str):
|
||||
if is_valid_url(input_data):
|
||||
if is_video_url(input_data):
|
||||
content = {"type": "video_url", "video_url": input_data}
|
||||
else:
|
||||
content = {"type": "image_url", "image_url": input_data}
|
||||
content = {"type": "image_url", "image_url": input_data}
|
||||
else:
|
||||
content = {"type": "text", "text": input_data}
|
||||
elif isinstance(input_data, PIL_Image.Image):
|
||||
elif isinstance(input_data, PIL.Image.Image):
|
||||
buffered = BytesIO()
|
||||
input_data.save(buffered, format="JPEG")
|
||||
img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
|
||||
@@ -82,7 +61,7 @@ def transform_input(input_data: Union[str, bytes, Path]):
|
||||
"image_base64": "data:image/jpeg;base64," + img_str,
|
||||
}
|
||||
elif isinstance(input_data, bytes):
|
||||
img = PIL_Image.open(BytesIO(input_data))
|
||||
img = PIL.Image.open(BytesIO(input_data))
|
||||
buffered = BytesIO()
|
||||
img.save(buffered, format="JPEG")
|
||||
img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
|
||||
@@ -91,24 +70,14 @@ def transform_input(input_data: Union[str, bytes, Path]):
|
||||
"image_base64": "data:image/jpeg;base64," + img_str,
|
||||
}
|
||||
elif isinstance(input_data, Path):
|
||||
if is_video_path(input_data):
|
||||
# Read video file and encode as base64
|
||||
with open(input_data, "rb") as f:
|
||||
video_bytes = f.read()
|
||||
video_str = base64.b64encode(video_bytes).decode("utf-8")
|
||||
content = {
|
||||
"type": "video_base64",
|
||||
"video_base64": video_str,
|
||||
}
|
||||
else:
|
||||
img = PIL_Image.open(input_data)
|
||||
buffered = BytesIO()
|
||||
img.save(buffered, format="JPEG")
|
||||
img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
|
||||
content = {
|
||||
"type": "image_base64",
|
||||
"image_base64": "data:image/jpeg;base64," + img_str,
|
||||
}
|
||||
img = PIL.Image.open(input_data)
|
||||
buffered = BytesIO()
|
||||
img.save(buffered, format="JPEG")
|
||||
img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
|
||||
content = {
|
||||
"type": "image_base64",
|
||||
"image_base64": "data:image/jpeg;base64," + img_str,
|
||||
}
|
||||
else:
|
||||
raise ValueError("Each input should be either str, bytes, Path or Image.")
|
||||
|
||||
@@ -119,11 +88,9 @@ def sanitize_multimodal_input(inputs: Union[TEXT, IMAGES]) -> List[Any]:
|
||||
"""
|
||||
Sanitize the input to the embedding function.
|
||||
"""
|
||||
PIL_Image = attempt_import_or_raise("PIL.Image", "pillow")
|
||||
if isinstance(inputs, (str, bytes, Path, PIL_Image.Image)):
|
||||
PIL = attempt_import_or_raise("PIL", "pillow")
|
||||
if isinstance(inputs, (str, bytes, Path, PIL.Image.Image)):
|
||||
inputs = [inputs]
|
||||
elif isinstance(inputs, list):
|
||||
pass # Already a list, use as-is
|
||||
elif isinstance(inputs, pa.Array):
|
||||
inputs = inputs.to_pylist()
|
||||
elif isinstance(inputs, pa.ChunkedArray):
|
||||
@@ -133,7 +100,7 @@ def sanitize_multimodal_input(inputs: Union[TEXT, IMAGES]) -> List[Any]:
|
||||
f"Input type {type(inputs)} not allowed with multimodal model."
|
||||
)
|
||||
|
||||
if not all(isinstance(x, (str, bytes, Path, PIL_Image.Image)) for x in inputs):
|
||||
if not all(isinstance(x, (str, bytes, Path, PIL.Image.Image)) for x in inputs):
|
||||
raise ValueError("Each input should be either str, bytes, Path or Image.")
|
||||
|
||||
return [transform_input(i) for i in inputs]
|
||||
@@ -170,25 +137,17 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
name: str
|
||||
The name of the model to use. List of acceptable models:
|
||||
|
||||
* voyage-4 (1024 dims, general-purpose and multilingual retrieval)
|
||||
* voyage-4-lite (1024 dims, optimized for latency and cost)
|
||||
* voyage-4-large (1024 dims, best retrieval quality)
|
||||
* voyage-context-3
|
||||
* voyage-3.5
|
||||
* voyage-3.5-lite
|
||||
* voyage-3
|
||||
* voyage-3-lite
|
||||
* voyage-multimodal-3
|
||||
* voyage-multimodal-3.5
|
||||
* voyage-finance-2
|
||||
* voyage-multilingual-2
|
||||
* voyage-law-2
|
||||
* voyage-code-2
|
||||
|
||||
output_dimension: int, optional
|
||||
The output dimension for models that support flexible dimensions.
|
||||
Currently only voyage-multimodal-3.5 supports this feature.
|
||||
Valid options: 256, 512, 1024 (default), 2048.
|
||||
|
||||
Examples
|
||||
--------
|
||||
@@ -216,14 +175,8 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
"""
|
||||
|
||||
name: str
|
||||
output_dimension: Optional[int] = None
|
||||
client: ClassVar = None
|
||||
_FLEXIBLE_DIM_MODELS: ClassVar[list] = ["voyage-multimodal-3.5"]
|
||||
_VALID_DIMENSIONS: ClassVar[list] = [256, 512, 1024, 2048]
|
||||
text_embedding_models: list = [
|
||||
"voyage-4",
|
||||
"voyage-4-lite",
|
||||
"voyage-4-large",
|
||||
"voyage-3.5",
|
||||
"voyage-3.5-lite",
|
||||
"voyage-3",
|
||||
@@ -233,7 +186,7 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
"voyage-law-2",
|
||||
"voyage-code-2",
|
||||
]
|
||||
multimodal_embedding_models: list = ["voyage-multimodal-3", "voyage-multimodal-3.5"]
|
||||
multimodal_embedding_models: list = ["voyage-multimodal-3"]
|
||||
contextual_embedding_models: list = ["voyage-context-3"]
|
||||
|
||||
def _is_multimodal_model(self, model_name: str):
|
||||
@@ -245,25 +198,11 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
return model_name in self.contextual_embedding_models or "context" in model_name
|
||||
|
||||
def ndims(self):
|
||||
# Handle flexible dimension models
|
||||
if self.name in self._FLEXIBLE_DIM_MODELS:
|
||||
if self.output_dimension is not None:
|
||||
if self.output_dimension not in self._VALID_DIMENSIONS:
|
||||
raise ValueError(
|
||||
f"Invalid output_dimension {self.output_dimension} "
|
||||
f"for {self.name}. Valid options: {self._VALID_DIMENSIONS}"
|
||||
)
|
||||
return self.output_dimension
|
||||
return 1024 # default dimension
|
||||
|
||||
if self.name == "voyage-3-lite":
|
||||
return 512
|
||||
elif self.name == "voyage-code-2":
|
||||
return 1536
|
||||
elif self.name in [
|
||||
"voyage-4",
|
||||
"voyage-4-lite",
|
||||
"voyage-4-large",
|
||||
"voyage-context-3",
|
||||
"voyage-3.5",
|
||||
"voyage-3.5-lite",
|
||||
@@ -272,17 +211,12 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
"voyage-finance-2",
|
||||
"voyage-multilingual-2",
|
||||
"voyage-law-2",
|
||||
"voyage-multimodal-3",
|
||||
]:
|
||||
return 1024
|
||||
else:
|
||||
raise ValueError(f"Model {self.name} not supported")
|
||||
|
||||
def _get_multimodal_kwargs(self, **kwargs):
|
||||
"""Get kwargs for multimodal embed call, including output_dimension if set."""
|
||||
if self.name in self._FLEXIBLE_DIM_MODELS and self.output_dimension is not None:
|
||||
kwargs["output_dimension"] = self.output_dimension
|
||||
return kwargs
|
||||
|
||||
def compute_query_embeddings(
|
||||
self, query: Union[str, "PIL.Image.Image"], *args, **kwargs
|
||||
) -> List[np.ndarray]:
|
||||
@@ -300,7 +234,6 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
"""
|
||||
client = VoyageAIEmbeddingFunction._get_client()
|
||||
if self._is_multimodal_model(self.name):
|
||||
kwargs = self._get_multimodal_kwargs(**kwargs)
|
||||
result = client.multimodal_embed(
|
||||
inputs=[[query]], model=self.name, input_type="query", **kwargs
|
||||
)
|
||||
@@ -342,7 +275,6 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
)
|
||||
if has_images:
|
||||
# Use non-batched API for images
|
||||
kwargs = self._get_multimodal_kwargs(**kwargs)
|
||||
result = client.multimodal_embed(
|
||||
inputs=sanitized, model=self.name, input_type="document", **kwargs
|
||||
)
|
||||
@@ -425,7 +357,6 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
callable: A function that takes a batch of texts and returns embeddings.
|
||||
"""
|
||||
if self._is_multimodal_model(self.name):
|
||||
multimodal_kwargs = self._get_multimodal_kwargs(**kwargs)
|
||||
|
||||
def embed_batch(batch: List[str]) -> List[np.array]:
|
||||
batch_inputs = sanitize_multimodal_input(batch)
|
||||
@@ -433,7 +364,7 @@ class VoyageAIEmbeddingFunction(EmbeddingFunction):
|
||||
inputs=batch_inputs,
|
||||
model=self.name,
|
||||
input_type=input_type,
|
||||
**multimodal_kwargs,
|
||||
**kwargs,
|
||||
)
|
||||
return result.embeddings
|
||||
|
||||
|
||||
@@ -9,7 +9,7 @@ import json
|
||||
from ._lancedb import async_permutation_builder, PermutationReader
|
||||
from .table import LanceTable
|
||||
from .background_loop import LOOP
|
||||
from .util import batch_to_tensor, batch_to_tensor_rows
|
||||
from .util import batch_to_tensor
|
||||
from typing import Any, Callable, Iterator, Literal, Optional, TYPE_CHECKING, Union
|
||||
|
||||
if TYPE_CHECKING:
|
||||
@@ -333,11 +333,7 @@ class Transforms:
|
||||
"""
|
||||
|
||||
@staticmethod
|
||||
def arrow2python(batch: pa.RecordBatch) -> list[dict[str, Any]]:
|
||||
return batch.to_pylist()
|
||||
|
||||
@staticmethod
|
||||
def arrow2pythoncol(batch: pa.RecordBatch) -> dict[str, list[Any]]:
|
||||
def arrow2python(batch: pa.RecordBatch) -> dict[str, list[Any]]:
|
||||
return batch.to_pydict()
|
||||
|
||||
@staticmethod
|
||||
@@ -691,17 +687,7 @@ class Permutation:
|
||||
return
|
||||
|
||||
def with_format(
|
||||
self,
|
||||
format: Literal[
|
||||
"numpy",
|
||||
"python",
|
||||
"python_col",
|
||||
"pandas",
|
||||
"arrow",
|
||||
"torch",
|
||||
"torch_col",
|
||||
"polars",
|
||||
],
|
||||
self, format: Literal["numpy", "python", "pandas", "arrow", "torch", "polars"]
|
||||
) -> "Permutation":
|
||||
"""
|
||||
Set the format for batches
|
||||
@@ -710,18 +696,16 @@ class Permutation:
|
||||
|
||||
The format can be one of:
|
||||
- "numpy" - the batch will be a dict of numpy arrays (one per column)
|
||||
- "python" - the batch will be a list of dicts (one per row)
|
||||
- "python_col" - the batch will be a dict of lists (one entry per column)
|
||||
- "python" - the batch will be a dict of lists (one per column)
|
||||
- "pandas" - the batch will be a pandas DataFrame
|
||||
- "arrow" - the batch will be a pyarrow RecordBatch
|
||||
- "torch" - the batch will be a list of tensors, one per row
|
||||
- "torch_col" - the batch will be a 2D torch tensor (first dim indexes columns)
|
||||
- "torch" - the batch will be a two dimensional torch tensor
|
||||
- "polars" - the batch will be a polars DataFrame
|
||||
|
||||
Conversion may or may not involve a data copy. Lance uses Arrow internally
|
||||
and so it is able to zero-copy to the arrow and polars formats.
|
||||
and so it is able to zero-copy to the arrow and polars.
|
||||
|
||||
Conversion to torch_col will be zero-copy but will only support a subset of data
|
||||
Conversion to torch will be zero-copy but will only support a subset of data
|
||||
types (numeric types).
|
||||
|
||||
Conversion to numpy and/or pandas will typically be zero-copy for numeric
|
||||
@@ -734,8 +718,6 @@ class Permutation:
|
||||
assert format is not None, "format is required"
|
||||
if format == "python":
|
||||
return self.with_transform(Transforms.arrow2python)
|
||||
if format == "python_col":
|
||||
return self.with_transform(Transforms.arrow2pythoncol)
|
||||
elif format == "numpy":
|
||||
return self.with_transform(Transforms.arrow2numpy)
|
||||
elif format == "pandas":
|
||||
@@ -743,8 +725,6 @@ class Permutation:
|
||||
elif format == "arrow":
|
||||
return self.with_transform(Transforms.arrow2arrow)
|
||||
elif format == "torch":
|
||||
return self.with_transform(batch_to_tensor_rows)
|
||||
elif format == "torch_col":
|
||||
return self.with_transform(batch_to_tensor)
|
||||
elif format == "polars":
|
||||
return self.with_transform(Transforms.arrow2polars())
|
||||
@@ -766,20 +746,15 @@ class Permutation:
|
||||
|
||||
def __getitem__(self, index: int) -> Any:
|
||||
"""
|
||||
Returns a single row from the permutation by offset
|
||||
"""
|
||||
return self.__getitems__([index])
|
||||
Return a single row from the permutation
|
||||
|
||||
def __getitems__(self, indices: list[int]) -> Any:
|
||||
"""
|
||||
Returns rows from the permutation by offset
|
||||
"""
|
||||
The output will always be a python dictionary regardless of the format.
|
||||
|
||||
async def do_getitems():
|
||||
return await self.reader.take_offsets(indices, selection=self.selection)
|
||||
|
||||
batch = LOOP.run(do_getitems())
|
||||
return self.transform_fn(batch)
|
||||
This method is mostly useful for debugging and exploration. For actual
|
||||
processing use [iter](#iter) or a torch data loader to perform batched
|
||||
processing.
|
||||
"""
|
||||
pass
|
||||
|
||||
@deprecated(details="Use with_skip instead")
|
||||
def skip(self, skip: int) -> "Permutation":
|
||||
|
||||
@@ -275,7 +275,7 @@ def _py_type_to_arrow_type(py_type: Type[Any], field: FieldInfo) -> pa.DataType:
|
||||
return pa.timestamp("us", tz=tz)
|
||||
elif getattr(py_type, "__origin__", None) in (list, tuple):
|
||||
child = py_type.__args__[0]
|
||||
return _pydantic_list_child_to_arrow(child, field)
|
||||
return pa.list_(_py_type_to_arrow_type(child, field))
|
||||
raise TypeError(
|
||||
f"Converting Pydantic type to Arrow Type: unsupported type {py_type}."
|
||||
)
|
||||
@@ -298,18 +298,12 @@ else:
|
||||
|
||||
|
||||
def _pydantic_type_to_arrow_type(tp: Any, field: FieldInfo) -> pa.DataType:
|
||||
def _safe_issubclass(candidate: Any, base: type) -> bool:
|
||||
try:
|
||||
return issubclass(candidate, base)
|
||||
except TypeError:
|
||||
return False
|
||||
|
||||
if inspect.isclass(tp):
|
||||
if _safe_issubclass(tp, pydantic.BaseModel):
|
||||
if issubclass(tp, pydantic.BaseModel):
|
||||
# Struct
|
||||
fields = _pydantic_model_to_fields(tp)
|
||||
return pa.struct(fields)
|
||||
if _safe_issubclass(tp, FixedSizeListMixin):
|
||||
if issubclass(tp, FixedSizeListMixin):
|
||||
if getattr(tp, "is_multi_vector", lambda: False)():
|
||||
return pa.list_(pa.list_(tp.value_arrow_type(), tp.dim()))
|
||||
# For regular Vector
|
||||
@@ -317,67 +311,45 @@ def _pydantic_type_to_arrow_type(tp: Any, field: FieldInfo) -> pa.DataType:
|
||||
return _py_type_to_arrow_type(tp, field)
|
||||
|
||||
|
||||
def _pydantic_list_child_to_arrow(child: Any, field: FieldInfo) -> pa.DataType:
|
||||
unwrapped = _unwrap_optional_annotation(child)
|
||||
if unwrapped is not None:
|
||||
return pa.list_(
|
||||
pa.field("item", _pydantic_type_to_arrow_type(unwrapped, field), True)
|
||||
)
|
||||
return pa.list_(_pydantic_type_to_arrow_type(child, field))
|
||||
|
||||
|
||||
def _unwrap_optional_annotation(annotation: Any) -> Any | None:
|
||||
if isinstance(annotation, (_GenericAlias, GenericAlias)):
|
||||
origin = annotation.__origin__
|
||||
args = annotation.__args__
|
||||
if origin == Union:
|
||||
non_none = [arg for arg in args if arg is not type(None)]
|
||||
if len(non_none) == 1 and len(non_none) != len(args):
|
||||
return non_none[0]
|
||||
elif sys.version_info >= (3, 10) and isinstance(annotation, types.UnionType):
|
||||
args = annotation.__args__
|
||||
non_none = [arg for arg in args if arg is not type(None)]
|
||||
if len(non_none) == 1 and len(non_none) != len(args):
|
||||
return non_none[0]
|
||||
return None
|
||||
|
||||
|
||||
def _pydantic_to_arrow_type(field: FieldInfo) -> pa.DataType:
|
||||
"""Convert a Pydantic FieldInfo to Arrow DataType"""
|
||||
unwrapped = _unwrap_optional_annotation(field.annotation)
|
||||
if unwrapped is not None:
|
||||
return _pydantic_type_to_arrow_type(unwrapped, field)
|
||||
if isinstance(field.annotation, (_GenericAlias, GenericAlias)):
|
||||
origin = field.annotation.__origin__
|
||||
args = field.annotation.__args__
|
||||
|
||||
if origin is list:
|
||||
child = args[0]
|
||||
return _pydantic_list_child_to_arrow(child, field)
|
||||
return pa.list_(_py_type_to_arrow_type(child, field))
|
||||
elif origin == Union:
|
||||
if len(args) == 2 and args[1] is type(None):
|
||||
return _pydantic_type_to_arrow_type(args[0], field)
|
||||
elif sys.version_info >= (3, 10) and isinstance(field.annotation, types.UnionType):
|
||||
args = field.annotation.__args__
|
||||
if len(args) == 2:
|
||||
for typ in args:
|
||||
if typ is type(None):
|
||||
continue
|
||||
return _py_type_to_arrow_type(typ, field)
|
||||
return _pydantic_type_to_arrow_type(field.annotation, field)
|
||||
|
||||
|
||||
def is_nullable(field: FieldInfo) -> bool:
|
||||
"""Check if a Pydantic FieldInfo is nullable."""
|
||||
if _unwrap_optional_annotation(field.annotation) is not None:
|
||||
return True
|
||||
if isinstance(field.annotation, (_GenericAlias, GenericAlias)):
|
||||
origin = field.annotation.__origin__
|
||||
args = field.annotation.__args__
|
||||
if origin == Union:
|
||||
if any(typ is type(None) for typ in args):
|
||||
if len(args) == 2 and args[1] is type(None):
|
||||
return True
|
||||
elif sys.version_info >= (3, 10) and isinstance(field.annotation, types.UnionType):
|
||||
args = field.annotation.__args__
|
||||
for typ in args:
|
||||
if typ is type(None):
|
||||
return True
|
||||
elif inspect.isclass(field.annotation):
|
||||
try:
|
||||
if issubclass(field.annotation, FixedSizeListMixin):
|
||||
return field.annotation.nullable()
|
||||
except TypeError:
|
||||
return False
|
||||
elif inspect.isclass(field.annotation) and issubclass(
|
||||
field.annotation, FixedSizeListMixin
|
||||
):
|
||||
return field.annotation.nullable()
|
||||
return False
|
||||
|
||||
|
||||
|
||||
@@ -961,27 +961,22 @@ class LanceQueryBuilder(ABC):
|
||||
>>> query = [100, 100]
|
||||
>>> plan = table.search(query).analyze_plan()
|
||||
>>> print(plan) # doctest: +ELLIPSIS, +NORMALIZE_WHITESPACE
|
||||
AnalyzeExec verbose=true, elapsed=..., metrics=...
|
||||
TracedExec, elapsed=..., metrics=...
|
||||
ProjectionExec: elapsed=..., expr=[...],
|
||||
metrics=[output_rows=..., elapsed_compute=..., output_bytes=...]
|
||||
GlobalLimitExec: elapsed=..., skip=0, fetch=10,
|
||||
metrics=[output_rows=..., elapsed_compute=..., output_bytes=...]
|
||||
FilterExec: elapsed=..., _distance@2 IS NOT NULL, metrics=[...]
|
||||
SortExec: elapsed=..., TopK(fetch=10), expr=[...],
|
||||
AnalyzeExec verbose=true, metrics=[], cumulative_cpu=...
|
||||
TracedExec, metrics=[], cumulative_cpu=...
|
||||
ProjectionExec: expr=[...], metrics=[...], cumulative_cpu=...
|
||||
GlobalLimitExec: skip=0, fetch=10, metrics=[...], cumulative_cpu=...
|
||||
FilterExec: _distance@2 IS NOT NULL,
|
||||
metrics=[output_rows=..., elapsed_compute=...], cumulative_cpu=...
|
||||
SortExec: TopK(fetch=10), expr=[...],
|
||||
preserve_partitioning=[...],
|
||||
metrics=[output_rows=..., elapsed_compute=...,
|
||||
output_bytes=..., row_replacements=...]
|
||||
KNNVectorDistance: elapsed=..., metric=l2,
|
||||
metrics=[output_rows=..., elapsed_compute=...,
|
||||
output_bytes=..., output_batches=...]
|
||||
LanceRead: elapsed=..., uri=..., projection=[vector],
|
||||
num_fragments=..., range_before=None, range_after=None,
|
||||
row_id=true, row_addr=false,
|
||||
full_filter=--, refine_filter=--,
|
||||
metrics=[output_rows=..., elapsed_compute=..., output_bytes=...,
|
||||
fragments_scanned=..., ranges_scanned=1, rows_scanned=1,
|
||||
bytes_read=..., iops=..., requests=..., task_wait_time=...]
|
||||
metrics=[output_rows=..., elapsed_compute=..., row_replacements=...],
|
||||
cumulative_cpu=...
|
||||
KNNVectorDistance: metric=l2,
|
||||
metrics=[output_rows=..., elapsed_compute=..., output_batches=...],
|
||||
cumulative_cpu=...
|
||||
LanceRead: uri=..., projection=[vector], ...
|
||||
metrics=[output_rows=..., elapsed_compute=...,
|
||||
bytes_read=..., iops=..., requests=...], cumulative_cpu=...
|
||||
|
||||
Returns
|
||||
-------
|
||||
@@ -1433,19 +1428,6 @@ class LanceVectorQueryBuilder(LanceQueryBuilder):
|
||||
self._bypass_vector_index = True
|
||||
return self
|
||||
|
||||
def fast_search(self) -> LanceVectorQueryBuilder:
|
||||
"""
|
||||
Skip a flat search of unindexed data. This will improve
|
||||
search performance but search results will not include unindexed data.
|
||||
|
||||
Returns
|
||||
-------
|
||||
LanceVectorQueryBuilder
|
||||
The LanceVectorQueryBuilder object.
|
||||
"""
|
||||
self._fast_search = True
|
||||
return self
|
||||
|
||||
|
||||
class LanceFtsQueryBuilder(LanceQueryBuilder):
|
||||
"""A builder for full text search for LanceDB."""
|
||||
@@ -2118,17 +2100,19 @@ class LanceHybridQueryBuilder(LanceQueryBuilder):
|
||||
""" # noqa: E501
|
||||
self._create_query_builders()
|
||||
|
||||
reranker_label = str(self._reranker) if self._reranker else "No reranker"
|
||||
vector_plan = self._table._explain_plan(
|
||||
self._vector_query.to_query_object(), verbose=verbose
|
||||
results = ["Vector Search Plan:"]
|
||||
results.append(
|
||||
self._table._explain_plan(
|
||||
self._vector_query.to_query_object(), verbose=verbose
|
||||
)
|
||||
)
|
||||
fts_plan = self._table._explain_plan(
|
||||
self._fts_query.to_query_object(), verbose=verbose
|
||||
results.append("FTS Search Plan:")
|
||||
results.append(
|
||||
self._table._explain_plan(
|
||||
self._fts_query.to_query_object(), verbose=verbose
|
||||
)
|
||||
)
|
||||
# Indent sub-plans under the reranker
|
||||
indented_vector = "\n".join(" " + line for line in vector_plan.splitlines())
|
||||
indented_fts = "\n".join(" " + line for line in fts_plan.splitlines())
|
||||
return f"{reranker_label}\n {indented_vector}\n {indented_fts}"
|
||||
return "\n".join(results)
|
||||
|
||||
def analyze_plan(self):
|
||||
"""Execute the query and display with runtime metrics.
|
||||
@@ -3162,20 +3146,23 @@ class AsyncHybridQuery(AsyncStandardQuery, AsyncVectorQueryBase):
|
||||
... plan = await table.query().nearest_to([1.0, 2.0]).nearest_to_text("hello").explain_plan(True)
|
||||
... print(plan)
|
||||
>>> asyncio.run(doctest_example()) # doctest: +ELLIPSIS, +NORMALIZE_WHITESPACE
|
||||
RRFReranker(K=60)
|
||||
ProjectionExec: expr=[vector@0 as vector, text@3 as text, _distance@2 as _distance]
|
||||
Take: columns="vector, _rowid, _distance, (text)"
|
||||
CoalesceBatchesExec: target_batch_size=1024
|
||||
GlobalLimitExec: skip=0, fetch=10
|
||||
FilterExec: _distance@2 IS NOT NULL
|
||||
SortExec: TopK(fetch=10), expr=[_distance@2 ASC NULLS LAST, _rowid@1 ASC NULLS LAST], preserve_partitioning=[false]
|
||||
KNNVectorDistance: metric=l2
|
||||
LanceRead: uri=..., projection=[vector], ...
|
||||
ProjectionExec: expr=[vector@2 as vector, text@3 as text, _score@1 as _score]
|
||||
Take: columns="_rowid, _score, (vector), (text)"
|
||||
CoalesceBatchesExec: target_batch_size=1024
|
||||
GlobalLimitExec: skip=0, fetch=10
|
||||
MatchQuery: column=text, query=hello
|
||||
Vector Search Plan:
|
||||
ProjectionExec: expr=[vector@0 as vector, text@3 as text, _distance@2 as _distance]
|
||||
Take: columns="vector, _rowid, _distance, (text)"
|
||||
CoalesceBatchesExec: target_batch_size=1024
|
||||
GlobalLimitExec: skip=0, fetch=10
|
||||
FilterExec: _distance@2 IS NOT NULL
|
||||
SortExec: TopK(fetch=10), expr=[_distance@2 ASC NULLS LAST, _rowid@1 ASC NULLS LAST], preserve_partitioning=[false]
|
||||
KNNVectorDistance: metric=l2
|
||||
LanceRead: uri=..., projection=[vector], ...
|
||||
<BLANKLINE>
|
||||
FTS Search Plan:
|
||||
ProjectionExec: expr=[vector@2 as vector, text@3 as text, _score@1 as _score]
|
||||
Take: columns="_rowid, _score, (vector), (text)"
|
||||
CoalesceBatchesExec: target_batch_size=1024
|
||||
GlobalLimitExec: skip=0, fetch=10
|
||||
MatchQuery: column=text, query=hello
|
||||
<BLANKLINE>
|
||||
|
||||
Parameters
|
||||
----------
|
||||
@@ -3187,12 +3174,12 @@ class AsyncHybridQuery(AsyncStandardQuery, AsyncVectorQueryBase):
|
||||
plan : str
|
||||
""" # noqa: E501
|
||||
|
||||
vector_plan = await self._inner.to_vector_query().explain_plan(verbose)
|
||||
fts_plan = await self._inner.to_fts_query().explain_plan(verbose)
|
||||
# Indent sub-plans under the reranker
|
||||
indented_vector = "\n".join(" " + line for line in vector_plan.splitlines())
|
||||
indented_fts = "\n".join(" " + line for line in fts_plan.splitlines())
|
||||
return f"{self._reranker}\n {indented_vector}\n {indented_fts}"
|
||||
results = ["Vector Search Plan:"]
|
||||
results.append(await self._inner.to_vector_query().explain_plan(verbose))
|
||||
results.append("FTS Search Plan:")
|
||||
results.append(await self._inner.to_fts_query().explain_plan(verbose))
|
||||
|
||||
return "\n".join(results)
|
||||
|
||||
async def analyze_plan(self):
|
||||
"""
|
||||
|
||||
@@ -384,7 +384,6 @@ class RemoteDBConnection(DBConnection):
|
||||
on_bad_vectors: str = "error",
|
||||
fill_value: float = 0.0,
|
||||
mode: Optional[str] = None,
|
||||
exist_ok: bool = False,
|
||||
embedding_functions: Optional[List[EmbeddingFunctionConfig]] = None,
|
||||
*,
|
||||
namespace: Optional[List[str]] = None,
|
||||
@@ -413,12 +412,6 @@ class RemoteDBConnection(DBConnection):
|
||||
- pyarrow.Schema
|
||||
|
||||
- [LanceModel][lancedb.pydantic.LanceModel]
|
||||
mode: str, default "create"
|
||||
The mode to use when creating the table.
|
||||
Can be either "create", "overwrite", or "exist_ok".
|
||||
exist_ok: bool, default False
|
||||
If exist_ok is True, and mode is None or "create", mode will be changed
|
||||
to "exist_ok".
|
||||
on_bad_vectors: str, default "error"
|
||||
What to do if any of the vectors are not the same size or contains NaNs.
|
||||
One of "error", "drop", "fill".
|
||||
@@ -490,11 +483,6 @@ class RemoteDBConnection(DBConnection):
|
||||
LanceTable(table4)
|
||||
|
||||
"""
|
||||
if exist_ok:
|
||||
if mode == "create":
|
||||
mode = "exist_ok"
|
||||
elif not mode:
|
||||
mode = "exist_ok"
|
||||
if namespace is None:
|
||||
namespace = []
|
||||
validate_table_name(name)
|
||||
|
||||
@@ -18,17 +18,7 @@ from lancedb._lancedb import (
|
||||
UpdateResult,
|
||||
)
|
||||
from lancedb.embeddings.base import EmbeddingFunctionConfig
|
||||
from lancedb.index import (
|
||||
FTS,
|
||||
BTree,
|
||||
Bitmap,
|
||||
HnswSq,
|
||||
IvfFlat,
|
||||
IvfPq,
|
||||
IvfRq,
|
||||
IvfSq,
|
||||
LabelList,
|
||||
)
|
||||
from lancedb.index import FTS, BTree, Bitmap, HnswSq, IvfFlat, IvfPq, IvfSq, LabelList
|
||||
from lancedb.remote.db import LOOP
|
||||
import pyarrow as pa
|
||||
|
||||
@@ -275,12 +265,6 @@ class RemoteTable(Table):
|
||||
num_sub_vectors=num_sub_vectors,
|
||||
num_bits=num_bits,
|
||||
)
|
||||
elif index_type == "IVF_RQ":
|
||||
config = IvfRq(
|
||||
distance_type=metric,
|
||||
num_partitions=num_partitions,
|
||||
num_bits=num_bits,
|
||||
)
|
||||
elif index_type == "IVF_SQ":
|
||||
config = IvfSq(distance_type=metric, num_partitions=num_partitions)
|
||||
elif index_type == "IVF_HNSW_PQ":
|
||||
@@ -295,8 +279,7 @@ class RemoteTable(Table):
|
||||
else:
|
||||
raise ValueError(
|
||||
f"Unknown vector index type: {index_type}. Valid options are"
|
||||
" 'IVF_FLAT', 'IVF_PQ', 'IVF_RQ', 'IVF_SQ',"
|
||||
" 'IVF_HNSW_PQ', 'IVF_HNSW_SQ'"
|
||||
" 'IVF_FLAT', 'IVF_SQ', 'IVF_PQ', 'IVF_HNSW_PQ', 'IVF_HNSW_SQ'"
|
||||
)
|
||||
|
||||
LOOP.run(
|
||||
@@ -655,14 +638,6 @@ class RemoteTable(Table):
|
||||
def stats(self):
|
||||
return LOOP.run(self._table.stats())
|
||||
|
||||
@property
|
||||
def uri(self) -> str:
|
||||
"""The table URI (storage location).
|
||||
|
||||
For remote tables, this fetches the location from the server via describe.
|
||||
"""
|
||||
return LOOP.run(self._table.uri())
|
||||
|
||||
def take_offsets(self, offsets: list[int]) -> LanceTakeQueryBuilder:
|
||||
return LanceTakeQueryBuilder(self._table.take_offsets(offsets))
|
||||
|
||||
|
||||
@@ -42,18 +42,10 @@ class AnswerdotaiRerankers(Reranker):
|
||||
rerankers = attempt_import_or_raise(
|
||||
"rerankers"
|
||||
) # import here for faster ops later
|
||||
self.model_name = model_name
|
||||
self.model_type = model_type
|
||||
self.reranker = rerankers.Reranker(
|
||||
model_name=model_name, model_type=model_type, **kwargs
|
||||
)
|
||||
|
||||
def __str__(self):
|
||||
return (
|
||||
f"AnswerdotaiRerankers(model_type={self.model_type}, "
|
||||
f"model_name={self.model_name})"
|
||||
)
|
||||
|
||||
def _rerank(self, result_set: pa.Table, query: str):
|
||||
result_set = self._handle_empty_results(result_set)
|
||||
if len(result_set) == 0:
|
||||
|
||||
@@ -40,9 +40,6 @@ class Reranker(ABC):
|
||||
if ARROW_VERSION.major <= 13:
|
||||
self._concat_tables_args = {"promote": True}
|
||||
|
||||
def __str__(self):
|
||||
return self.__class__.__name__
|
||||
|
||||
def rerank_vector(
|
||||
self,
|
||||
query: str,
|
||||
|
||||
@@ -44,9 +44,6 @@ class CohereReranker(Reranker):
|
||||
self.top_n = top_n
|
||||
self.api_key = api_key
|
||||
|
||||
def __str__(self):
|
||||
return f"CohereReranker(model_name={self.model_name})"
|
||||
|
||||
@cached_property
|
||||
def _client(self):
|
||||
cohere = attempt_import_or_raise("cohere")
|
||||
|
||||
@@ -50,9 +50,6 @@ class CrossEncoderReranker(Reranker):
|
||||
if self.device is None:
|
||||
self.device = "cuda" if torch.cuda.is_available() else "cpu"
|
||||
|
||||
def __str__(self):
|
||||
return f"CrossEncoderReranker(model_name={self.model_name})"
|
||||
|
||||
@cached_property
|
||||
def model(self):
|
||||
sbert = attempt_import_or_raise("sentence_transformers")
|
||||
|
||||
@@ -45,9 +45,6 @@ class JinaReranker(Reranker):
|
||||
self.top_n = top_n
|
||||
self.api_key = api_key
|
||||
|
||||
def __str__(self):
|
||||
return f"JinaReranker(model_name={self.model_name})"
|
||||
|
||||
@cached_property
|
||||
def _client(self):
|
||||
import requests
|
||||
|
||||
@@ -38,9 +38,6 @@ class LinearCombinationReranker(Reranker):
|
||||
self.weight = weight
|
||||
self.fill = fill
|
||||
|
||||
def __str__(self):
|
||||
return f"LinearCombinationReranker(weight={self.weight}, fill={self.fill})"
|
||||
|
||||
def rerank_hybrid(
|
||||
self,
|
||||
query: str, # noqa: F821
|
||||
|
||||
@@ -54,12 +54,6 @@ class MRRReranker(Reranker):
|
||||
self.weight_vector = weight_vector
|
||||
self.weight_fts = weight_fts
|
||||
|
||||
def __str__(self):
|
||||
return (
|
||||
f"MRRReranker(weight_vector={self.weight_vector}, "
|
||||
f"weight_fts={self.weight_fts})"
|
||||
)
|
||||
|
||||
def rerank_hybrid(
|
||||
self,
|
||||
query: str, # noqa: F821
|
||||
|
||||
@@ -43,9 +43,6 @@ class OpenaiReranker(Reranker):
|
||||
self.column = column
|
||||
self.api_key = api_key
|
||||
|
||||
def __str__(self):
|
||||
return f"OpenaiReranker(model_name={self.model_name})"
|
||||
|
||||
def _rerank(self, result_set: pa.Table, query: str):
|
||||
result_set = self._handle_empty_results(result_set)
|
||||
if len(result_set) == 0:
|
||||
|
||||
@@ -36,9 +36,6 @@ class RRFReranker(Reranker):
|
||||
super().__init__(return_score)
|
||||
self.K = K
|
||||
|
||||
def __str__(self):
|
||||
return f"RRFReranker(K={self.K})"
|
||||
|
||||
def rerank_hybrid(
|
||||
self,
|
||||
query: str, # noqa: F821
|
||||
|
||||
@@ -52,9 +52,6 @@ class VoyageAIReranker(Reranker):
|
||||
self.api_key = api_key
|
||||
self.truncation = truncation
|
||||
|
||||
def __str__(self):
|
||||
return f"VoyageAIReranker(model_name={self.model_name})"
|
||||
|
||||
@cached_property
|
||||
def _client(self):
|
||||
voyageai = attempt_import_or_raise("voyageai")
|
||||
|
||||
@@ -904,9 +904,7 @@ class Table(ABC):
|
||||
----------
|
||||
field_names: str or list of str
|
||||
The name(s) of the field to index.
|
||||
If ``use_tantivy`` is False (default), only a single field name
|
||||
(str) is supported. To index multiple fields, create a separate
|
||||
FTS index for each field.
|
||||
can be only str if use_tantivy=True for now.
|
||||
replace: bool, default False
|
||||
If True, replace the existing index if it exists. Note that this is
|
||||
not yet an atomic operation; the index will be temporarily
|
||||
@@ -2220,41 +2218,6 @@ class LanceTable(Table):
|
||||
def stats(self) -> TableStatistics:
|
||||
return LOOP.run(self._table.stats())
|
||||
|
||||
@property
|
||||
def uri(self) -> str:
|
||||
return LOOP.run(self._table.uri())
|
||||
|
||||
def initial_storage_options(self) -> Optional[Dict[str, str]]:
|
||||
"""Get the initial storage options that were passed in when opening this table.
|
||||
|
||||
For dynamically refreshed options (e.g., credential vending), use
|
||||
:meth:`latest_storage_options`.
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
Returns
|
||||
-------
|
||||
Optional[Dict[str, str]]
|
||||
The storage options, or None if no storage options were configured.
|
||||
"""
|
||||
return LOOP.run(self._table.initial_storage_options())
|
||||
|
||||
def latest_storage_options(self) -> Optional[Dict[str, str]]:
|
||||
"""Get the latest storage options, refreshing from provider if configured.
|
||||
|
||||
This method is useful for credential vending scenarios where storage options
|
||||
may be refreshed dynamically. If no dynamic provider is configured, this
|
||||
returns the initial static options.
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
Returns
|
||||
-------
|
||||
Optional[Dict[str, str]]
|
||||
The storage options, or None if no storage options were configured.
|
||||
"""
|
||||
return LOOP.run(self._table.latest_storage_options())
|
||||
|
||||
def create_scalar_index(
|
||||
self,
|
||||
column: str,
|
||||
@@ -2300,11 +2263,7 @@ class LanceTable(Table):
|
||||
):
|
||||
if not use_tantivy:
|
||||
if not isinstance(field_names, str):
|
||||
raise ValueError(
|
||||
"Native FTS indexes can only be created on a single field "
|
||||
"at a time. To search over multiple text fields, create a "
|
||||
"separate FTS index for each field."
|
||||
)
|
||||
raise ValueError("field_names must be a string when use_tantivy=False")
|
||||
|
||||
if tokenizer_name is None:
|
||||
tokenizer_configs = {
|
||||
@@ -3647,51 +3606,6 @@ class AsyncTable:
|
||||
"""
|
||||
return await self._inner.stats()
|
||||
|
||||
async def uri(self) -> str:
|
||||
"""
|
||||
Get the table URI (storage location).
|
||||
|
||||
For remote tables, this fetches the location from the server via describe.
|
||||
For local tables, this returns the dataset URI.
|
||||
|
||||
Returns
|
||||
-------
|
||||
str
|
||||
The full storage location of the table (e.g., S3/GCS path).
|
||||
"""
|
||||
return await self._inner.uri()
|
||||
|
||||
async def initial_storage_options(self) -> Optional[Dict[str, str]]:
|
||||
"""Get the initial storage options that were passed in when opening this table.
|
||||
|
||||
For dynamically refreshed options (e.g., credential vending), use
|
||||
:meth:`latest_storage_options`.
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
Returns
|
||||
-------
|
||||
Optional[Dict[str, str]]
|
||||
The storage options, or None if no storage options were configured.
|
||||
"""
|
||||
return await self._inner.initial_storage_options()
|
||||
|
||||
async def latest_storage_options(self) -> Optional[Dict[str, str]]:
|
||||
"""Get the latest storage options, refreshing from provider if configured.
|
||||
|
||||
This method is useful for credential vending scenarios where storage options
|
||||
may be refreshed dynamically. If no dynamic provider is configured, this
|
||||
returns the initial static options.
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
Returns
|
||||
-------
|
||||
Optional[Dict[str, str]]
|
||||
The storage options, or None if no storage options were configured.
|
||||
"""
|
||||
return await self._inner.latest_storage_options()
|
||||
|
||||
async def add(
|
||||
self,
|
||||
data: DATA,
|
||||
|
||||
@@ -419,22 +419,3 @@ def batch_to_tensor(batch: pa.RecordBatch):
|
||||
"""
|
||||
torch = attempt_import_or_raise("torch", "torch")
|
||||
return torch.stack([torch.from_dlpack(col) for col in batch.columns])
|
||||
|
||||
|
||||
def batch_to_tensor_rows(batch: pa.RecordBatch):
|
||||
"""
|
||||
Convert a PyArrow RecordBatch to a list of PyTorch Tensor, one per row
|
||||
|
||||
Each column is converted to a tensor (using zero-copy via DLPack)
|
||||
and the columns are then stacked into a single tensor. The 2D tensor
|
||||
is then converted to a list of tensors, one per row
|
||||
|
||||
Fails if torch or numpy is not installed.
|
||||
Fails if a column's data type is not supported by PyTorch.
|
||||
"""
|
||||
torch = attempt_import_or_raise("torch", "torch")
|
||||
numpy = attempt_import_or_raise("numpy", "numpy")
|
||||
columns = [col.to_numpy(zero_copy_only=False) for col in batch.columns]
|
||||
stacked = torch.tensor(numpy.column_stack(columns))
|
||||
rows = list(stacked.unbind(dim=0))
|
||||
return rows
|
||||
|
||||
@@ -2,27 +2,12 @@
|
||||
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
from datetime import timedelta
|
||||
|
||||
from lancedb.db import AsyncConnection, DBConnection
|
||||
import lancedb
|
||||
import pytest
|
||||
import pytest_asyncio
|
||||
|
||||
|
||||
def pandas_string_type():
|
||||
"""Return the PyArrow string type that pandas uses for string columns.
|
||||
|
||||
pandas 3.0+ uses large_string for string columns, pandas 2.x uses string.
|
||||
"""
|
||||
import pandas as pd
|
||||
import pyarrow as pa
|
||||
|
||||
version = tuple(int(x) for x in pd.__version__.split(".")[:2])
|
||||
if version >= (3, 0):
|
||||
return pa.large_utf8()
|
||||
return pa.utf8()
|
||||
|
||||
|
||||
# Use an in-memory database for most tests.
|
||||
@pytest.fixture
|
||||
def mem_db() -> DBConnection:
|
||||
|
||||
@@ -268,8 +268,6 @@ async def test_create_table_from_iterator_async(mem_db_async: lancedb.AsyncConne
|
||||
|
||||
|
||||
def test_create_exist_ok(tmp_db: lancedb.DBConnection):
|
||||
from conftest import pandas_string_type
|
||||
|
||||
data = pd.DataFrame(
|
||||
{
|
||||
"vector": [[3.1, 4.1], [5.9, 26.5]],
|
||||
@@ -288,11 +286,10 @@ def test_create_exist_ok(tmp_db: lancedb.DBConnection):
|
||||
assert tbl.schema == tbl2.schema
|
||||
assert len(tbl) == len(tbl2)
|
||||
|
||||
# pandas 3.0+ uses large_string, pandas 2.x uses string
|
||||
schema = pa.schema(
|
||||
[
|
||||
pa.field("vector", pa.list_(pa.float32(), list_size=2)),
|
||||
pa.field("item", pandas_string_type()),
|
||||
pa.field("item", pa.utf8()),
|
||||
pa.field("price", pa.float64()),
|
||||
]
|
||||
)
|
||||
@@ -302,7 +299,7 @@ def test_create_exist_ok(tmp_db: lancedb.DBConnection):
|
||||
bad_schema = pa.schema(
|
||||
[
|
||||
pa.field("vector", pa.list_(pa.float32(), list_size=2)),
|
||||
pa.field("item", pandas_string_type()),
|
||||
pa.field("item", pa.utf8()),
|
||||
pa.field("price", pa.float64()),
|
||||
pa.field("extra", pa.float32()),
|
||||
]
|
||||
@@ -368,8 +365,6 @@ async def test_create_mode_async(tmp_db_async: lancedb.AsyncConnection):
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_create_exist_ok_async(tmp_db_async: lancedb.AsyncConnection):
|
||||
from conftest import pandas_string_type
|
||||
|
||||
data = pd.DataFrame(
|
||||
{
|
||||
"vector": [[3.1, 4.1], [5.9, 26.5]],
|
||||
@@ -387,11 +382,10 @@ async def test_create_exist_ok_async(tmp_db_async: lancedb.AsyncConnection):
|
||||
assert tbl.name == tbl2.name
|
||||
assert await tbl.schema() == await tbl2.schema()
|
||||
|
||||
# pandas 3.0+ uses large_string, pandas 2.x uses string
|
||||
schema = pa.schema(
|
||||
[
|
||||
pa.field("vector", pa.list_(pa.float32(), list_size=2)),
|
||||
pa.field("item", pandas_string_type()),
|
||||
pa.field("item", pa.utf8()),
|
||||
pa.field("price", pa.float64()),
|
||||
]
|
||||
)
|
||||
@@ -601,8 +595,6 @@ def test_open_table_sync(tmp_db: lancedb.DBConnection):
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_open_table(tmp_path):
|
||||
from conftest import pandas_string_type
|
||||
|
||||
db = await lancedb.connect_async(tmp_path)
|
||||
data = pd.DataFrame(
|
||||
{
|
||||
@@ -622,11 +614,10 @@ async def test_open_table(tmp_path):
|
||||
)
|
||||
is not None
|
||||
)
|
||||
# pandas 3.0+ uses large_string, pandas 2.x uses string
|
||||
assert await tbl.schema() == pa.schema(
|
||||
{
|
||||
"vector": pa.list_(pa.float32(), list_size=2),
|
||||
"item": pandas_string_type(),
|
||||
"item": pa.utf8(),
|
||||
"price": pa.float64(),
|
||||
}
|
||||
)
|
||||
|
||||
@@ -517,36 +517,19 @@ def test_ollama_embedding(tmp_path):
|
||||
@pytest.mark.skipif(
|
||||
os.environ.get("VOYAGE_API_KEY") is None, reason="VOYAGE_API_KEY not set"
|
||||
)
|
||||
@pytest.mark.parametrize(
|
||||
"model_name,expected_dims",
|
||||
[
|
||||
("voyage-3", 1024),
|
||||
("voyage-4", 1024),
|
||||
("voyage-4-lite", 1024),
|
||||
("voyage-4-large", 1024),
|
||||
],
|
||||
)
|
||||
def test_voyageai_embedding_function(model_name, expected_dims, tmp_path):
|
||||
"""Integration test for VoyageAI text embedding models with real API calls."""
|
||||
voyageai = get_registry().get("voyageai").create(name=model_name, max_retries=0)
|
||||
def test_voyageai_embedding_function():
|
||||
voyageai = get_registry().get("voyageai").create(name="voyage-3", max_retries=0)
|
||||
|
||||
class TextModel(LanceModel):
|
||||
text: str = voyageai.SourceField()
|
||||
vector: Vector(voyageai.ndims()) = voyageai.VectorField()
|
||||
|
||||
df = pd.DataFrame({"text": ["hello world", "goodbye world"]})
|
||||
db = lancedb.connect(tmp_path)
|
||||
db = lancedb.connect("~/lancedb")
|
||||
tbl = db.create_table("test", schema=TextModel, mode="overwrite")
|
||||
|
||||
tbl.add(df)
|
||||
assert len(tbl.to_pandas()["vector"][0]) == voyageai.ndims()
|
||||
assert voyageai.ndims() == expected_dims, (
|
||||
f"{model_name} should have {expected_dims} dimensions"
|
||||
)
|
||||
|
||||
# Test search functionality
|
||||
result = tbl.search("hello").limit(1).to_pandas()
|
||||
assert result["text"][0] == "hello world"
|
||||
|
||||
|
||||
@pytest.mark.slow
|
||||
@@ -630,133 +613,6 @@ def test_voyageai_multimodal_embedding_text_function():
|
||||
assert len(tbl.to_pandas()["vector"][0]) == voyageai.ndims()
|
||||
|
||||
|
||||
@pytest.mark.slow
|
||||
@pytest.mark.skipif(
|
||||
os.environ.get("VOYAGE_API_KEY") is None, reason="VOYAGE_API_KEY not set"
|
||||
)
|
||||
def test_voyageai_multimodal_35_embedding_function():
|
||||
"""Test voyage-multimodal-3.5 model with text input."""
|
||||
voyageai = (
|
||||
get_registry()
|
||||
.get("voyageai")
|
||||
.create(name="voyage-multimodal-3.5", max_retries=0)
|
||||
)
|
||||
|
||||
class TextModel(LanceModel):
|
||||
text: str = voyageai.SourceField()
|
||||
vector: Vector(voyageai.ndims()) = voyageai.VectorField()
|
||||
|
||||
df = pd.DataFrame({"text": ["hello world", "goodbye world"]})
|
||||
db = lancedb.connect("~/lancedb")
|
||||
tbl = db.create_table("test_multimodal_35", schema=TextModel, mode="overwrite")
|
||||
|
||||
tbl.add(df)
|
||||
assert len(tbl.to_pandas()["vector"][0]) == voyageai.ndims()
|
||||
assert voyageai.ndims() == 1024
|
||||
|
||||
|
||||
@pytest.mark.slow
|
||||
@pytest.mark.skipif(
|
||||
os.environ.get("VOYAGE_API_KEY") is None, reason="VOYAGE_API_KEY not set"
|
||||
)
|
||||
def test_voyageai_multimodal_35_flexible_dimensions():
|
||||
"""Test voyage-multimodal-3.5 model with custom output dimension."""
|
||||
voyageai = (
|
||||
get_registry()
|
||||
.get("voyageai")
|
||||
.create(name="voyage-multimodal-3.5", output_dimension=512, max_retries=0)
|
||||
)
|
||||
|
||||
class TextModel(LanceModel):
|
||||
text: str = voyageai.SourceField()
|
||||
vector: Vector(voyageai.ndims()) = voyageai.VectorField()
|
||||
|
||||
assert voyageai.ndims() == 512
|
||||
|
||||
df = pd.DataFrame({"text": ["hello world", "goodbye world"]})
|
||||
db = lancedb.connect("~/lancedb")
|
||||
tbl = db.create_table("test_multimodal_35_dim", schema=TextModel, mode="overwrite")
|
||||
|
||||
tbl.add(df)
|
||||
assert len(tbl.to_pandas()["vector"][0]) == 512
|
||||
|
||||
|
||||
@pytest.mark.slow
|
||||
@pytest.mark.skipif(
|
||||
os.environ.get("VOYAGE_API_KEY") is None, reason="VOYAGE_API_KEY not set"
|
||||
)
|
||||
def test_voyageai_multimodal_35_image_embedding():
|
||||
"""Test voyage-multimodal-3.5 model with image input."""
|
||||
voyageai = (
|
||||
get_registry()
|
||||
.get("voyageai")
|
||||
.create(name="voyage-multimodal-3.5", max_retries=0)
|
||||
)
|
||||
|
||||
class Images(LanceModel):
|
||||
label: str
|
||||
image_uri: str = voyageai.SourceField()
|
||||
vector: Vector(voyageai.ndims()) = voyageai.VectorField()
|
||||
|
||||
db = lancedb.connect("~/lancedb")
|
||||
table = db.create_table(
|
||||
"test_multimodal_35_images", schema=Images, mode="overwrite"
|
||||
)
|
||||
labels = ["cat", "dog"]
|
||||
uris = [
|
||||
"http://farm1.staticflickr.com/53/167798175_7c7845bbbd_z.jpg",
|
||||
"http://farm9.staticflickr.com/8387/8602747737_2e5c2a45d4_z.jpg",
|
||||
]
|
||||
table.add(pd.DataFrame({"label": labels, "image_uri": uris}))
|
||||
assert len(table.to_pandas()["vector"][0]) == voyageai.ndims()
|
||||
assert voyageai.ndims() == 1024
|
||||
|
||||
|
||||
@pytest.mark.slow
|
||||
@pytest.mark.skipif(
|
||||
os.environ.get("VOYAGE_API_KEY") is None, reason="VOYAGE_API_KEY not set"
|
||||
)
|
||||
@pytest.mark.parametrize("dimension", [256, 512, 1024, 2048])
|
||||
def test_voyageai_multimodal_35_all_dimensions(dimension):
|
||||
"""Test voyage-multimodal-3.5 model with all valid output dimensions."""
|
||||
voyageai = (
|
||||
get_registry()
|
||||
.get("voyageai")
|
||||
.create(name="voyage-multimodal-3.5", output_dimension=dimension, max_retries=0)
|
||||
)
|
||||
|
||||
assert voyageai.ndims() == dimension
|
||||
|
||||
class TextModel(LanceModel):
|
||||
text: str = voyageai.SourceField()
|
||||
vector: Vector(voyageai.ndims()) = voyageai.VectorField()
|
||||
|
||||
df = pd.DataFrame({"text": ["hello world"]})
|
||||
db = lancedb.connect("~/lancedb")
|
||||
tbl = db.create_table(
|
||||
f"test_multimodal_35_dim_{dimension}", schema=TextModel, mode="overwrite"
|
||||
)
|
||||
|
||||
tbl.add(df)
|
||||
assert len(tbl.to_pandas()["vector"][0]) == dimension
|
||||
|
||||
|
||||
@pytest.mark.slow
|
||||
@pytest.mark.skipif(
|
||||
os.environ.get("VOYAGE_API_KEY") is None, reason="VOYAGE_API_KEY not set"
|
||||
)
|
||||
def test_voyageai_multimodal_35_invalid_dimension():
|
||||
"""Test voyage-multimodal-3.5 model raises error for invalid output dimension."""
|
||||
with pytest.raises(ValueError, match="Invalid output_dimension"):
|
||||
voyageai = (
|
||||
get_registry()
|
||||
.get("voyageai")
|
||||
.create(name="voyage-multimodal-3.5", output_dimension=999, max_retries=0)
|
||||
)
|
||||
# ndims() is where the validation happens
|
||||
voyageai.ndims()
|
||||
|
||||
|
||||
@pytest.mark.slow
|
||||
@pytest.mark.skipif(
|
||||
importlib.util.find_spec("colpali_engine") is None,
|
||||
|
||||
@@ -163,7 +163,9 @@ async def test_explain_plan(table: AsyncTable):
|
||||
table.query().nearest_to_text("dog").nearest_to([0.1, 0.1]).explain_plan(True)
|
||||
)
|
||||
|
||||
assert "Vector Search Plan" in plan
|
||||
assert "KNNVectorDistance" in plan
|
||||
assert "FTS Search Plan" in plan
|
||||
assert "LanceRead" in plan
|
||||
|
||||
|
||||
|
||||
@@ -26,8 +26,6 @@ import pytest
|
||||
from lance_namespace import (
|
||||
CreateEmptyTableRequest,
|
||||
CreateEmptyTableResponse,
|
||||
DeclareTableRequest,
|
||||
DeclareTableResponse,
|
||||
DescribeTableRequest,
|
||||
DescribeTableResponse,
|
||||
LanceNamespace,
|
||||
@@ -162,19 +160,6 @@ class TrackingNamespace(LanceNamespace):
|
||||
|
||||
return modified
|
||||
|
||||
def declare_table(self, request: DeclareTableRequest) -> DeclareTableResponse:
|
||||
"""Track declare_table calls and inject rotating credentials."""
|
||||
with self.lock:
|
||||
self.create_call_count += 1
|
||||
count = self.create_call_count
|
||||
|
||||
response = self.inner.declare_table(request)
|
||||
response.storage_options = self._modify_storage_options(
|
||||
response.storage_options, count
|
||||
)
|
||||
|
||||
return response
|
||||
|
||||
def create_empty_table(
|
||||
self, request: CreateEmptyTableRequest
|
||||
) -> CreateEmptyTableResponse:
|
||||
|
||||
@@ -438,15 +438,11 @@ def test_filter_with_splits(mem_db):
|
||||
row_count = permutation_tbl.count_rows()
|
||||
assert row_count == 67
|
||||
|
||||
# Verify the permutation table only contains row_id and split_id
|
||||
assert set(permutation_tbl.schema.names) == {"row_id", "split_id"}
|
||||
|
||||
row_ids = permutation_tbl.search(None).to_arrow().to_pydict()["row_id"]
|
||||
data = tbl.take_row_ids(row_ids).to_arrow().to_pydict()
|
||||
data = permutation_tbl.search(None).to_arrow().to_pydict()
|
||||
categories = data["category"]
|
||||
|
||||
# All categories should be A or B
|
||||
assert all(cat in ("A", "B") for cat in categories)
|
||||
assert all(cat in ["A", "B"] for cat in categories)
|
||||
|
||||
|
||||
def test_filter_with_shuffle(mem_db):
|
||||
@@ -664,20 +660,23 @@ def test_iter_basic(some_permutation: Permutation):
|
||||
expected_batches = (950 + batch_size - 1) // batch_size # ceiling division
|
||||
assert len(batches) == expected_batches
|
||||
|
||||
# Check that all batches are lists of dicts (default python format)
|
||||
assert all(isinstance(batch, list) for batch in batches)
|
||||
# Check that all batches are dicts (default python format)
|
||||
assert all(isinstance(batch, dict) for batch in batches)
|
||||
|
||||
# Check that batches have the correct structure
|
||||
for batch in batches:
|
||||
assert "id" in batch[0]
|
||||
assert "value" in batch[0]
|
||||
assert "id" in batch
|
||||
assert "value" in batch
|
||||
assert isinstance(batch["id"], list)
|
||||
assert isinstance(batch["value"], list)
|
||||
|
||||
# Check that all batches except the last have the correct size
|
||||
for batch in batches[:-1]:
|
||||
assert len(batch) == batch_size
|
||||
assert len(batch["id"]) == batch_size
|
||||
assert len(batch["value"]) == batch_size
|
||||
|
||||
# Last batch might be smaller
|
||||
assert len(batches[-1]) <= batch_size
|
||||
assert len(batches[-1]["id"]) <= batch_size
|
||||
|
||||
|
||||
def test_iter_skip_last_batch(some_permutation: Permutation):
|
||||
@@ -696,11 +695,11 @@ def test_iter_skip_last_batch(some_permutation: Permutation):
|
||||
if 950 % batch_size != 0:
|
||||
assert len(batches_without_skip) == num_full_batches + 1
|
||||
# Last batch should be smaller
|
||||
assert len(batches_without_skip[-1]) == 950 % batch_size
|
||||
assert len(batches_without_skip[-1]["id"]) == 950 % batch_size
|
||||
|
||||
# All batches with skip_last_batch should be full size
|
||||
for batch in batches_with_skip:
|
||||
assert len(batch) == batch_size
|
||||
assert len(batch["id"]) == batch_size
|
||||
|
||||
|
||||
def test_iter_different_batch_sizes(some_permutation: Permutation):
|
||||
@@ -717,12 +716,12 @@ def test_iter_different_batch_sizes(some_permutation: Permutation):
|
||||
# Test with batch size equal to total rows
|
||||
single_batch = list(some_permutation.iter(950, skip_last_batch=False))
|
||||
assert len(single_batch) == 1
|
||||
assert len(single_batch[0]) == 950
|
||||
assert len(single_batch[0]["id"]) == 950
|
||||
|
||||
# Test with batch size larger than total rows
|
||||
oversized_batch = list(some_permutation.iter(10000, skip_last_batch=False))
|
||||
assert len(oversized_batch) == 1
|
||||
assert len(oversized_batch[0]) == 950
|
||||
assert len(oversized_batch[0]["id"]) == 950
|
||||
|
||||
|
||||
def test_dunder_iter(some_permutation: Permutation):
|
||||
@@ -735,13 +734,15 @@ def test_dunder_iter(some_permutation: Permutation):
|
||||
|
||||
# All batches should be full size
|
||||
for batch in batches:
|
||||
assert len(batch) == 100
|
||||
assert len(batch["id"]) == 100
|
||||
assert len(batch["value"]) == 100
|
||||
|
||||
some_permutation = some_permutation.with_batch_size(400)
|
||||
batches = list(some_permutation)
|
||||
assert len(batches) == 2 # floor(950 / 400) since skip_last_batch=True
|
||||
for batch in batches:
|
||||
assert len(batch) == 400
|
||||
assert len(batch["id"]) == 400
|
||||
assert len(batch["value"]) == 400
|
||||
|
||||
|
||||
def test_iter_with_different_formats(some_permutation: Permutation):
|
||||
@@ -756,7 +757,7 @@ def test_iter_with_different_formats(some_permutation: Permutation):
|
||||
# Test with python format (default)
|
||||
python_perm = some_permutation.with_format("python")
|
||||
python_batches = list(python_perm.iter(batch_size, skip_last_batch=False))
|
||||
assert all(isinstance(batch, list) for batch in python_batches)
|
||||
assert all(isinstance(batch, dict) for batch in python_batches)
|
||||
|
||||
# Test with pandas format
|
||||
pandas_perm = some_permutation.with_format("pandas")
|
||||
@@ -775,8 +776,8 @@ def test_iter_with_column_selection(some_permutation: Permutation):
|
||||
|
||||
# Check that batches only contain the id column
|
||||
for batch in batches:
|
||||
assert "id" in batch[0]
|
||||
assert "value" not in batch[0]
|
||||
assert "id" in batch
|
||||
assert "value" not in batch
|
||||
|
||||
|
||||
def test_iter_with_column_rename(some_permutation: Permutation):
|
||||
@@ -786,9 +787,9 @@ def test_iter_with_column_rename(some_permutation: Permutation):
|
||||
|
||||
# Check that batches have the renamed column
|
||||
for batch in batches:
|
||||
assert "id" in batch[0]
|
||||
assert "data" in batch[0]
|
||||
assert "value" not in batch[0]
|
||||
assert "id" in batch
|
||||
assert "data" in batch
|
||||
assert "value" not in batch
|
||||
|
||||
|
||||
def test_iter_with_limit_offset(some_permutation: Permutation):
|
||||
@@ -807,14 +808,14 @@ def test_iter_with_limit_offset(some_permutation: Permutation):
|
||||
assert len(limit_batches) == 5
|
||||
|
||||
no_skip = some_permutation.iter(101, skip_last_batch=False)
|
||||
row_100 = next(no_skip)[100]["id"]
|
||||
row_100 = next(no_skip)["id"][100]
|
||||
|
||||
# Test with both limit and offset
|
||||
limited_perm = some_permutation.with_skip(100).with_take(300)
|
||||
limited_batches = list(limited_perm.iter(100, skip_last_batch=False))
|
||||
# Should have 3 batches (300 / 100)
|
||||
assert len(limited_batches) == 3
|
||||
assert limited_batches[0][0]["id"] == row_100
|
||||
assert limited_batches[0]["id"][0] == row_100
|
||||
|
||||
|
||||
def test_iter_empty_permutation(mem_db):
|
||||
@@ -837,7 +838,7 @@ def test_iter_single_row(mem_db):
|
||||
# With skip_last_batch=False, should get one batch
|
||||
batches = list(perm.iter(10, skip_last_batch=False))
|
||||
assert len(batches) == 1
|
||||
assert len(batches[0]) == 1
|
||||
assert len(batches[0]["id"]) == 1
|
||||
|
||||
# With skip_last_batch=True, should skip the single row (since it's < batch_size)
|
||||
batches_skip = list(perm.iter(10, skip_last_batch=True))
|
||||
@@ -855,7 +856,8 @@ def test_identity_permutation(mem_db):
|
||||
|
||||
batches = list(permutation.iter(10, skip_last_batch=False))
|
||||
assert len(batches) == 1
|
||||
assert len(batches[0]) == 10
|
||||
assert len(batches[0]["id"]) == 10
|
||||
assert len(batches[0]["value"]) == 10
|
||||
|
||||
permutation = permutation.remove_columns(["value"])
|
||||
assert permutation.num_columns == 1
|
||||
@@ -898,10 +900,10 @@ def test_transform_fn(mem_db):
|
||||
py_result = list(permutation.with_format("python").iter(10, skip_last_batch=False))[
|
||||
0
|
||||
]
|
||||
assert len(py_result) == 10
|
||||
assert "id" in py_result[0]
|
||||
assert "value" in py_result[0]
|
||||
assert isinstance(py_result, list)
|
||||
assert len(py_result) == 2
|
||||
assert len(py_result["id"]) == 10
|
||||
assert len(py_result["value"]) == 10
|
||||
assert isinstance(py_result, dict)
|
||||
|
||||
try:
|
||||
import torch
|
||||
@@ -909,11 +911,9 @@ def test_transform_fn(mem_db):
|
||||
torch_result = list(
|
||||
permutation.with_format("torch").iter(10, skip_last_batch=False)
|
||||
)[0]
|
||||
assert isinstance(torch_result, list)
|
||||
assert len(torch_result) == 10
|
||||
assert isinstance(torch_result[0], torch.Tensor)
|
||||
assert torch_result[0].shape == (2,)
|
||||
assert torch_result[0].dtype == torch.int64
|
||||
assert torch_result.shape == (2, 10)
|
||||
assert torch_result.dtype == torch.int64
|
||||
assert isinstance(torch_result, torch.Tensor)
|
||||
except ImportError:
|
||||
# Skip check if torch is not installed
|
||||
pass
|
||||
@@ -941,113 +941,3 @@ def test_custom_transform(mem_db):
|
||||
batch = batches[0]
|
||||
|
||||
assert batch == pa.record_batch([range(10)], ["id"])
|
||||
|
||||
|
||||
def test_getitems_basic(some_permutation: Permutation):
|
||||
"""Test __getitems__ returns correct rows by offset."""
|
||||
result = some_permutation.__getitems__([0, 1, 2])
|
||||
assert isinstance(result, list)
|
||||
assert "id" in result[0]
|
||||
assert "value" in result[0]
|
||||
assert len(result) == 3
|
||||
|
||||
|
||||
def test_getitems_single_index(some_permutation: Permutation):
|
||||
"""Test __getitems__ with a single index."""
|
||||
result = some_permutation.__getitems__([0])
|
||||
assert len(result) == 1
|
||||
|
||||
|
||||
def test_getitems_preserves_order(some_permutation: Permutation):
|
||||
"""Test __getitems__ returns rows in the requested order."""
|
||||
# Get rows in forward order
|
||||
forward = some_permutation.__getitems__([0, 1, 2, 3, 4])
|
||||
# Get the same rows in reverse order
|
||||
reverse = some_permutation.__getitems__([4, 3, 2, 1, 0])
|
||||
|
||||
assert [r["id"] for r in forward] == list(reversed([r["id"] for r in reverse]))
|
||||
assert [r["value"] for r in forward] == list(
|
||||
reversed([r["value"] for r in reverse])
|
||||
)
|
||||
|
||||
|
||||
def test_getitems_non_contiguous(some_permutation: Permutation):
|
||||
"""Test __getitems__ with non-contiguous indices."""
|
||||
result = some_permutation.__getitems__([0, 10, 50, 100, 500])
|
||||
assert len(result) == 5
|
||||
|
||||
# Each id/value pair should match what we'd get individually
|
||||
for i, offset in enumerate([0, 10, 50, 100, 500]):
|
||||
single = some_permutation.__getitems__([offset])
|
||||
assert result[i]["id"] == single[0]["id"]
|
||||
assert result[i]["value"] == single[0]["value"]
|
||||
|
||||
|
||||
def test_getitems_with_column_selection(some_permutation: Permutation):
|
||||
"""Test __getitems__ respects column selection."""
|
||||
id_only = some_permutation.select_columns(["id"])
|
||||
result = id_only.__getitems__([0, 1, 2])
|
||||
assert "id" in result[0]
|
||||
assert "value" not in result[0]
|
||||
assert len(result) == 3
|
||||
|
||||
|
||||
def test_getitems_with_column_rename(some_permutation: Permutation):
|
||||
"""Test __getitems__ respects column renames."""
|
||||
renamed = some_permutation.rename_column("value", "data")
|
||||
result = renamed.__getitems__([0, 1])
|
||||
assert "data" in result[0]
|
||||
assert "value" not in result[0]
|
||||
assert len(result) == 2
|
||||
|
||||
|
||||
def test_getitems_with_format(some_permutation: Permutation):
|
||||
"""Test __getitems__ applies the transform function."""
|
||||
arrow_perm = some_permutation.with_format("arrow")
|
||||
result = arrow_perm.__getitems__([0, 1, 2])
|
||||
assert isinstance(result, pa.RecordBatch)
|
||||
assert result.num_rows == 3
|
||||
|
||||
|
||||
def test_getitems_with_custom_transform(some_permutation: Permutation):
|
||||
"""Test __getitems__ with a custom transform."""
|
||||
|
||||
def transform(batch: pa.RecordBatch) -> list:
|
||||
return batch.column("id").to_pylist()
|
||||
|
||||
custom = some_permutation.with_transform(transform)
|
||||
result = custom.__getitems__([0, 1, 2])
|
||||
assert isinstance(result, list)
|
||||
assert len(result) == 3
|
||||
|
||||
|
||||
def test_getitems_identity_permutation(mem_db):
|
||||
"""Test __getitems__ on an identity permutation."""
|
||||
tbl = mem_db.create_table(
|
||||
"test_table", pa.table({"id": range(10), "value": range(10)})
|
||||
)
|
||||
perm = Permutation.identity(tbl)
|
||||
|
||||
result = perm.__getitems__([0, 5, 9])
|
||||
assert [r["id"] for r in result] == [0, 5, 9]
|
||||
assert [r["value"] for r in result] == [0, 5, 9]
|
||||
|
||||
|
||||
def test_getitems_with_limit_offset(some_permutation: Permutation):
|
||||
"""Test __getitems__ on a permutation with skip/take applied."""
|
||||
limited = some_permutation.with_skip(100).with_take(200)
|
||||
|
||||
# Should be able to access offsets within the limited range
|
||||
result = limited.__getitems__([0, 1, 199])
|
||||
assert len(result) == 3
|
||||
|
||||
# The first item of the limited permutation should match offset 100 of original
|
||||
full_result = some_permutation.__getitems__([100])
|
||||
limited_result = limited.__getitems__([0])
|
||||
assert limited_result[0]["id"] == full_result[0]["id"]
|
||||
|
||||
|
||||
def test_getitems_invalid_offset(some_permutation: Permutation):
|
||||
"""Test __getitems__ with an out-of-range offset raises an error."""
|
||||
with pytest.raises(Exception):
|
||||
some_permutation.__getitems__([999999])
|
||||
|
||||
@@ -2,6 +2,7 @@
|
||||
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
import json
|
||||
import sys
|
||||
from datetime import date, datetime
|
||||
from typing import List, Optional, Tuple
|
||||
|
||||
@@ -19,6 +20,10 @@ from pydantic import BaseModel
|
||||
from pydantic import Field
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
sys.version_info < (3, 9),
|
||||
reason="using native type alias requires python3.9 or higher",
|
||||
)
|
||||
def test_pydantic_to_arrow():
|
||||
class StructModel(pydantic.BaseModel):
|
||||
a: str
|
||||
@@ -78,6 +83,10 @@ def test_pydantic_to_arrow():
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
sys.version_info < (3, 10),
|
||||
reason="using | type syntax requires python3.10 or higher",
|
||||
)
|
||||
def test_optional_types_py310():
|
||||
class TestModel(pydantic.BaseModel):
|
||||
a: str | None
|
||||
@@ -96,233 +105,10 @@ def test_optional_types_py310():
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
def test_optional_structs():
|
||||
class SplitInfo(pydantic.BaseModel):
|
||||
start_frame: int
|
||||
end_frame: int
|
||||
|
||||
class TestModel(pydantic.BaseModel):
|
||||
id: str
|
||||
split: SplitInfo | None = None
|
||||
|
||||
schema = pydantic_to_schema(TestModel)
|
||||
|
||||
expect_schema = pa.schema(
|
||||
[
|
||||
pa.field("id", pa.utf8(), False),
|
||||
pa.field(
|
||||
"split",
|
||||
pa.struct(
|
||||
[
|
||||
pa.field("start_frame", pa.int64(), False),
|
||||
pa.field("end_frame", pa.int64(), False),
|
||||
]
|
||||
),
|
||||
True,
|
||||
),
|
||||
]
|
||||
)
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
def test_optional_struct_list_py310():
|
||||
class SplitInfo(pydantic.BaseModel):
|
||||
start_frame: int
|
||||
end_frame: int
|
||||
|
||||
class TestModel(pydantic.BaseModel):
|
||||
id: str
|
||||
splits: list[SplitInfo] | None = None
|
||||
|
||||
schema = pydantic_to_schema(TestModel)
|
||||
|
||||
expect_schema = pa.schema(
|
||||
[
|
||||
pa.field("id", pa.utf8(), False),
|
||||
pa.field(
|
||||
"splits",
|
||||
pa.list_(
|
||||
pa.struct(
|
||||
[
|
||||
pa.field("start_frame", pa.int64(), False),
|
||||
pa.field("end_frame", pa.int64(), False),
|
||||
]
|
||||
)
|
||||
),
|
||||
True,
|
||||
),
|
||||
]
|
||||
)
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
def test_nested_struct_list():
|
||||
class SplitInfo(pydantic.BaseModel):
|
||||
start_frame: int
|
||||
end_frame: int
|
||||
|
||||
class TestModel(pydantic.BaseModel):
|
||||
id: str
|
||||
splits: list[SplitInfo]
|
||||
|
||||
schema = pydantic_to_schema(TestModel)
|
||||
|
||||
expect_schema = pa.schema(
|
||||
[
|
||||
pa.field("id", pa.utf8(), False),
|
||||
pa.field(
|
||||
"splits",
|
||||
pa.list_(
|
||||
pa.struct(
|
||||
[
|
||||
pa.field("start_frame", pa.int64(), False),
|
||||
pa.field("end_frame", pa.int64(), False),
|
||||
]
|
||||
)
|
||||
),
|
||||
False,
|
||||
),
|
||||
]
|
||||
)
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
def test_nested_struct_list_optional():
|
||||
class SplitInfo(pydantic.BaseModel):
|
||||
start_frame: int
|
||||
end_frame: int
|
||||
|
||||
class TestModel(pydantic.BaseModel):
|
||||
id: str
|
||||
splits: Optional[list[SplitInfo]] = None
|
||||
|
||||
schema = pydantic_to_schema(TestModel)
|
||||
|
||||
expect_schema = pa.schema(
|
||||
[
|
||||
pa.field("id", pa.utf8(), False),
|
||||
pa.field(
|
||||
"splits",
|
||||
pa.list_(
|
||||
pa.struct(
|
||||
[
|
||||
pa.field("start_frame", pa.int64(), False),
|
||||
pa.field("end_frame", pa.int64(), False),
|
||||
]
|
||||
)
|
||||
),
|
||||
True,
|
||||
),
|
||||
]
|
||||
)
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
def test_nested_struct_list_optional_items():
|
||||
class SplitInfo(pydantic.BaseModel):
|
||||
start_frame: int
|
||||
end_frame: int
|
||||
|
||||
class TestModel(pydantic.BaseModel):
|
||||
id: str
|
||||
splits: list[Optional[SplitInfo]]
|
||||
|
||||
schema = pydantic_to_schema(TestModel)
|
||||
|
||||
expect_schema = pa.schema(
|
||||
[
|
||||
pa.field("id", pa.utf8(), False),
|
||||
pa.field(
|
||||
"splits",
|
||||
pa.list_(
|
||||
pa.field(
|
||||
"item",
|
||||
pa.struct(
|
||||
[
|
||||
pa.field("start_frame", pa.int64(), False),
|
||||
pa.field("end_frame", pa.int64(), False),
|
||||
]
|
||||
),
|
||||
True,
|
||||
)
|
||||
),
|
||||
False,
|
||||
),
|
||||
]
|
||||
)
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
def test_nested_struct_list_optional_container_and_items():
|
||||
class SplitInfo(pydantic.BaseModel):
|
||||
start_frame: int
|
||||
end_frame: int
|
||||
|
||||
class TestModel(pydantic.BaseModel):
|
||||
id: str
|
||||
splits: Optional[list[Optional[SplitInfo]]] = None
|
||||
|
||||
schema = pydantic_to_schema(TestModel)
|
||||
|
||||
expect_schema = pa.schema(
|
||||
[
|
||||
pa.field("id", pa.utf8(), False),
|
||||
pa.field(
|
||||
"splits",
|
||||
pa.list_(
|
||||
pa.field(
|
||||
"item",
|
||||
pa.struct(
|
||||
[
|
||||
pa.field("start_frame", pa.int64(), False),
|
||||
pa.field("end_frame", pa.int64(), False),
|
||||
]
|
||||
),
|
||||
True,
|
||||
)
|
||||
),
|
||||
True,
|
||||
),
|
||||
]
|
||||
)
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
def test_nested_struct_list_optional_items_pep604():
|
||||
class SplitInfo(pydantic.BaseModel):
|
||||
start_frame: int
|
||||
end_frame: int
|
||||
|
||||
class TestModel(pydantic.BaseModel):
|
||||
id: str
|
||||
splits: list[SplitInfo | None]
|
||||
|
||||
schema = pydantic_to_schema(TestModel)
|
||||
|
||||
expect_schema = pa.schema(
|
||||
[
|
||||
pa.field("id", pa.utf8(), False),
|
||||
pa.field(
|
||||
"splits",
|
||||
pa.list_(
|
||||
pa.field(
|
||||
"item",
|
||||
pa.struct(
|
||||
[
|
||||
pa.field("start_frame", pa.int64(), False),
|
||||
pa.field("end_frame", pa.int64(), False),
|
||||
]
|
||||
),
|
||||
True,
|
||||
)
|
||||
),
|
||||
False,
|
||||
),
|
||||
]
|
||||
)
|
||||
assert schema == expect_schema
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
sys.version_info > (3, 8),
|
||||
reason="using native type alias requires python3.9 or higher",
|
||||
)
|
||||
def test_pydantic_to_arrow_py38():
|
||||
class StructModel(pydantic.BaseModel):
|
||||
a: str
|
||||
|
||||
@@ -1499,30 +1499,3 @@ def test_search_empty_table(mem_db):
|
||||
# Search on empty table should return empty results, not crash
|
||||
results = table.search([1.0, 2.0]).limit(5).to_list()
|
||||
assert results == []
|
||||
|
||||
|
||||
def test_fast_search(tmp_path):
|
||||
db = lancedb.connect(tmp_path)
|
||||
|
||||
# Generate data matching the async test style
|
||||
vectors = pa.FixedShapeTensorArray.from_numpy_ndarray(
|
||||
np.random.rand(256, 32)
|
||||
).storage
|
||||
|
||||
table = db.create_table("test", pa.table({"vector": vectors}))
|
||||
|
||||
# FIX: Pass arguments directly instead of using 'config=IvfPq(...)'
|
||||
table.create_index(vector_column_name="vector", num_partitions=1, num_sub_vectors=1)
|
||||
|
||||
# Add data to ensure table has enough segments/rows
|
||||
table.add(pa.table({"vector": vectors}))
|
||||
|
||||
q = [1.0] * 32
|
||||
|
||||
# 1. Normal Search -> Should include "LanceScan" (Brute Force / Scan)
|
||||
plan = table.search(q).explain_plan(True)
|
||||
assert "LanceScan" in plan
|
||||
|
||||
# 2. Fast Search -> Should NOT include "LanceScan" (Uses Index)
|
||||
plan = table.search(q).fast_search().explain_plan(True)
|
||||
assert "LanceScan" not in plan
|
||||
|
||||
@@ -8,7 +8,7 @@ import http.server
|
||||
import json
|
||||
import threading
|
||||
import time
|
||||
from unittest.mock import MagicMock, patch
|
||||
from unittest.mock import MagicMock
|
||||
import uuid
|
||||
from packaging.version import Version
|
||||
|
||||
@@ -168,42 +168,6 @@ def test_table_len_sync():
|
||||
assert len(table) == 1
|
||||
|
||||
|
||||
def test_create_table_exist_ok():
|
||||
def handler(request):
|
||||
if request.path == "/v1/table/test/create/?mode=exist_ok":
|
||||
request.send_response(200)
|
||||
request.send_header("Content-Type", "application/json")
|
||||
request.end_headers()
|
||||
request.wfile.write(b"{}")
|
||||
else:
|
||||
request.send_response(404)
|
||||
request.end_headers()
|
||||
|
||||
with mock_lancedb_connection(handler) as db:
|
||||
table = db.create_table("test", [{"id": 1}], exist_ok=True)
|
||||
assert table is not None
|
||||
|
||||
with mock_lancedb_connection(handler) as db:
|
||||
table = db.create_table("test", [{"id": 1}], mode="create", exist_ok=True)
|
||||
assert table is not None
|
||||
|
||||
|
||||
def test_create_table_exist_ok_with_mode_overwrite():
|
||||
def handler(request):
|
||||
if request.path == "/v1/table/test/create/?mode=overwrite":
|
||||
request.send_response(200)
|
||||
request.send_header("Content-Type", "application/json")
|
||||
request.end_headers()
|
||||
request.wfile.write(b"{}")
|
||||
else:
|
||||
request.send_response(404)
|
||||
request.end_headers()
|
||||
|
||||
with mock_lancedb_connection(handler) as db:
|
||||
table = db.create_table("test", [{"id": 1}], mode="overwrite", exist_ok=True)
|
||||
assert table is not None
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_http_error():
|
||||
request_id_holder = {"request_id": None}
|
||||
@@ -601,6 +565,7 @@ def test_head():
|
||||
def test_query_sync_minimal():
|
||||
def handler(body):
|
||||
assert body == {
|
||||
"distance_type": "l2",
|
||||
"k": 10,
|
||||
"prefilter": True,
|
||||
"refine_factor": None,
|
||||
@@ -684,6 +649,7 @@ def test_query_sync_maximal():
|
||||
def test_query_sync_nprobes():
|
||||
def handler(body):
|
||||
assert body == {
|
||||
"distance_type": "l2",
|
||||
"k": 10,
|
||||
"prefilter": True,
|
||||
"fast_search": True,
|
||||
@@ -713,6 +679,7 @@ def test_query_sync_nprobes():
|
||||
def test_query_sync_no_max_nprobes():
|
||||
def handler(body):
|
||||
assert body == {
|
||||
"distance_type": "l2",
|
||||
"k": 10,
|
||||
"prefilter": True,
|
||||
"fast_search": True,
|
||||
@@ -835,6 +802,7 @@ def test_query_sync_hybrid():
|
||||
else:
|
||||
# Vector query
|
||||
assert body == {
|
||||
"distance_type": "l2",
|
||||
"k": 42,
|
||||
"prefilter": True,
|
||||
"refine_factor": None,
|
||||
@@ -1199,22 +1167,3 @@ async def test_header_provider_overrides_static_headers():
|
||||
extra_headers={"X-API-Key": "static-key", "X-Extra": "extra-value"},
|
||||
) as db:
|
||||
await db.table_names()
|
||||
|
||||
|
||||
@pytest.mark.parametrize("exception", [KeyboardInterrupt, SystemExit, GeneratorExit])
|
||||
def test_background_loop_cancellation(exception):
|
||||
"""Test that BackgroundEventLoop.run() cancels the future on interrupt."""
|
||||
from lancedb.background_loop import BackgroundEventLoop
|
||||
|
||||
mock_future = MagicMock()
|
||||
mock_future.result.side_effect = exception()
|
||||
|
||||
with (
|
||||
patch.object(BackgroundEventLoop, "__init__", return_value=None),
|
||||
patch("asyncio.run_coroutine_threadsafe", return_value=mock_future),
|
||||
):
|
||||
loop = BackgroundEventLoop()
|
||||
loop.loop = MagicMock()
|
||||
with pytest.raises(exception):
|
||||
loop.run(None)
|
||||
mock_future.cancel.assert_called_once()
|
||||
|
||||
@@ -1,68 +0,0 @@
|
||||
# SPDX-License-Identifier: Apache-2.0
|
||||
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
"""
|
||||
Tests for S3 bucket names containing dots.
|
||||
|
||||
Related issue: https://github.com/lancedb/lancedb/issues/1898
|
||||
|
||||
These tests validate the early error checking for S3 bucket names with dots.
|
||||
No actual S3 connection is made - validation happens before connection.
|
||||
"""
|
||||
|
||||
import pytest
|
||||
import lancedb
|
||||
|
||||
# Test URIs
|
||||
BUCKET_WITH_DOTS = "s3://my.bucket.name/path"
|
||||
BUCKET_WITH_DOTS_AND_REGION = ("s3://my.bucket.name", {"region": "us-east-1"})
|
||||
BUCKET_WITH_DOTS_AND_AWS_REGION = ("s3://my.bucket.name", {"aws_region": "us-east-1"})
|
||||
BUCKET_WITHOUT_DOTS = "s3://my-bucket/path"
|
||||
|
||||
|
||||
class TestS3BucketWithDotsSync:
|
||||
"""Tests for connect()."""
|
||||
|
||||
def test_bucket_with_dots_requires_region(self):
|
||||
with pytest.raises(ValueError, match="contains dots"):
|
||||
lancedb.connect(BUCKET_WITH_DOTS)
|
||||
|
||||
def test_bucket_with_dots_and_region_passes(self):
|
||||
uri, opts = BUCKET_WITH_DOTS_AND_REGION
|
||||
db = lancedb.connect(uri, storage_options=opts)
|
||||
assert db is not None
|
||||
|
||||
def test_bucket_with_dots_and_aws_region_passes(self):
|
||||
uri, opts = BUCKET_WITH_DOTS_AND_AWS_REGION
|
||||
db = lancedb.connect(uri, storage_options=opts)
|
||||
assert db is not None
|
||||
|
||||
def test_bucket_without_dots_passes(self):
|
||||
db = lancedb.connect(BUCKET_WITHOUT_DOTS)
|
||||
assert db is not None
|
||||
|
||||
|
||||
class TestS3BucketWithDotsAsync:
|
||||
"""Tests for connect_async()."""
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_bucket_with_dots_requires_region(self):
|
||||
with pytest.raises(ValueError, match="contains dots"):
|
||||
await lancedb.connect_async(BUCKET_WITH_DOTS)
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_bucket_with_dots_and_region_passes(self):
|
||||
uri, opts = BUCKET_WITH_DOTS_AND_REGION
|
||||
db = await lancedb.connect_async(uri, storage_options=opts)
|
||||
assert db is not None
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_bucket_with_dots_and_aws_region_passes(self):
|
||||
uri, opts = BUCKET_WITH_DOTS_AND_AWS_REGION
|
||||
db = await lancedb.connect_async(uri, storage_options=opts)
|
||||
assert db is not None
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_bucket_without_dots_passes(self):
|
||||
db = await lancedb.connect_async(BUCKET_WITHOUT_DOTS)
|
||||
assert db is not None
|
||||
@@ -1880,13 +1880,8 @@ async def test_optimize_delete_unverified(tmp_db_async: AsyncConnection, tmp_pat
|
||||
],
|
||||
)
|
||||
version = await table.version()
|
||||
assert version == 2
|
||||
|
||||
# By removing a manifest file, we make the data files we just inserted unverified
|
||||
version_name = 18446744073709551615 - (version - 1)
|
||||
path = tmp_path / "test.lance" / "_versions" / f"{version_name:020}.manifest"
|
||||
path = tmp_path / "test.lance" / "_versions" / f"{version - 1}.manifest"
|
||||
os.remove(path)
|
||||
|
||||
stats = await table.optimize(delete_unverified=False)
|
||||
assert stats.prune.old_versions_removed == 0
|
||||
stats = await table.optimize(
|
||||
@@ -1972,9 +1967,3 @@ def test_add_table_with_empty_embeddings(tmp_path):
|
||||
on_bad_vectors="drop",
|
||||
)
|
||||
assert table.count_rows() == 1
|
||||
|
||||
|
||||
def test_table_uri(tmp_path):
|
||||
db = lancedb.connect(tmp_path)
|
||||
table = db.create_table("my_table", data=[{"x": 0}])
|
||||
assert table.uri == str(tmp_path / "my_table.lance")
|
||||
|
||||
@@ -4,7 +4,6 @@
|
||||
import pyarrow as pa
|
||||
import pytest
|
||||
from lancedb.util import tbl_to_tensor
|
||||
from lancedb.permutation import Permutation
|
||||
|
||||
torch = pytest.importorskip("torch")
|
||||
|
||||
@@ -17,26 +16,3 @@ def test_table_dataloader(mem_db):
|
||||
for batch in dataloader:
|
||||
assert batch.size(0) == 1
|
||||
assert batch.size(1) == 10
|
||||
|
||||
|
||||
def test_permutation_dataloader(mem_db):
|
||||
table = mem_db.create_table("test_table", pa.table({"a": range(1000)}))
|
||||
|
||||
permutation = Permutation.identity(table)
|
||||
dataloader = torch.utils.data.DataLoader(permutation, batch_size=10, shuffle=True)
|
||||
for batch in dataloader:
|
||||
assert batch["a"].size(0) == 10
|
||||
|
||||
permutation = permutation.with_format("torch")
|
||||
dataloader = torch.utils.data.DataLoader(permutation, batch_size=10, shuffle=True)
|
||||
for batch in dataloader:
|
||||
assert batch.size(0) == 10
|
||||
assert batch.size(1) == 1
|
||||
|
||||
permutation = permutation.with_format("torch_col")
|
||||
dataloader = torch.utils.data.DataLoader(
|
||||
permutation, collate_fn=lambda x: x, batch_size=10, shuffle=True
|
||||
)
|
||||
for batch in dataloader:
|
||||
assert batch.size(0) == 1
|
||||
assert batch.size(1) == 10
|
||||
|
||||
@@ -528,19 +528,12 @@ def test_sanitize_data(
|
||||
else:
|
||||
expected_schema = schema
|
||||
else:
|
||||
from conftest import pandas_string_type
|
||||
|
||||
# polars uses large_string, pandas 3.0+ uses large_string, others use string
|
||||
if isinstance(data, pl.DataFrame):
|
||||
text_type = pa.large_utf8()
|
||||
elif isinstance(data, pd.DataFrame):
|
||||
text_type = pandas_string_type()
|
||||
else:
|
||||
text_type = pa.string()
|
||||
expected_schema = pa.schema(
|
||||
{
|
||||
"id": pa.int64(),
|
||||
"text": text_type,
|
||||
"text": pa.large_utf8()
|
||||
if isinstance(data, pl.DataFrame)
|
||||
else pa.string(),
|
||||
"vector": pa.list_(pa.float32(), 10),
|
||||
}
|
||||
)
|
||||
|
||||
@@ -1,108 +0,0 @@
|
||||
# SPDX-License-Identifier: Apache-2.0
|
||||
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
|
||||
|
||||
"""Unit tests for VoyageAI embedding function.
|
||||
|
||||
These tests verify model registration and configuration without requiring API calls.
|
||||
"""
|
||||
|
||||
import pytest
|
||||
from unittest.mock import MagicMock, patch
|
||||
|
||||
from lancedb.embeddings import get_registry
|
||||
|
||||
|
||||
@pytest.fixture(autouse=True)
|
||||
def reset_voyageai_client():
|
||||
"""Reset VoyageAI client before and after each test to avoid state pollution."""
|
||||
from lancedb.embeddings.voyageai import VoyageAIEmbeddingFunction
|
||||
|
||||
VoyageAIEmbeddingFunction.client = None
|
||||
yield
|
||||
VoyageAIEmbeddingFunction.client = None
|
||||
|
||||
|
||||
class TestVoyageAIModelRegistration:
|
||||
"""Tests for VoyageAI model registration and configuration."""
|
||||
|
||||
@pytest.fixture
|
||||
def mock_voyageai_client(self):
|
||||
"""Mock VoyageAI client to avoid API calls."""
|
||||
with patch.dict("os.environ", {"VOYAGE_API_KEY": "test-key"}):
|
||||
with patch("lancedb.embeddings.voyageai.attempt_import_or_raise") as mock:
|
||||
mock_client = MagicMock()
|
||||
mock_voyageai = MagicMock()
|
||||
mock_voyageai.Client.return_value = mock_client
|
||||
mock.return_value = mock_voyageai
|
||||
yield mock_client
|
||||
|
||||
def test_voyageai_registered(self):
|
||||
"""Test that VoyageAI is registered in the embedding function registry."""
|
||||
registry = get_registry()
|
||||
assert registry.get("voyageai") is not None
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
"model_name,expected_dims",
|
||||
[
|
||||
# Voyage-4 series (all 1024 dims)
|
||||
("voyage-4", 1024),
|
||||
("voyage-4-lite", 1024),
|
||||
("voyage-4-large", 1024),
|
||||
# Voyage-3 series
|
||||
("voyage-3", 1024),
|
||||
("voyage-3-lite", 512),
|
||||
# Domain-specific models
|
||||
("voyage-finance-2", 1024),
|
||||
("voyage-multilingual-2", 1024),
|
||||
("voyage-law-2", 1024),
|
||||
("voyage-code-2", 1536),
|
||||
# Multimodal
|
||||
("voyage-multimodal-3", 1024),
|
||||
],
|
||||
)
|
||||
def test_model_dimensions(self, model_name, expected_dims, mock_voyageai_client):
|
||||
"""Test that each model returns the correct dimensions."""
|
||||
registry = get_registry()
|
||||
func = registry.get("voyageai").create(name=model_name)
|
||||
assert func.ndims() == expected_dims, (
|
||||
f"Model {model_name} should have {expected_dims} dimensions"
|
||||
)
|
||||
|
||||
def test_unsupported_model_raises_error(self, mock_voyageai_client):
|
||||
"""Test that unsupported models raise ValueError."""
|
||||
registry = get_registry()
|
||||
func = registry.get("voyageai").create(name="unsupported-model")
|
||||
with pytest.raises(ValueError, match="not supported"):
|
||||
func.ndims()
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
"model_name",
|
||||
[
|
||||
"voyage-4",
|
||||
"voyage-4-lite",
|
||||
"voyage-4-large",
|
||||
],
|
||||
)
|
||||
def test_voyage4_models_are_text_models(self, model_name, mock_voyageai_client):
|
||||
"""Test that voyage-4 models are classified as text models (not multimodal)."""
|
||||
registry = get_registry()
|
||||
func = registry.get("voyageai").create(name=model_name)
|
||||
assert not func._is_multimodal_model(model_name), (
|
||||
f"{model_name} should be a text model, not multimodal"
|
||||
)
|
||||
|
||||
def test_voyage4_models_in_text_embedding_list(self, mock_voyageai_client):
|
||||
"""Test that voyage-4 models are in the text_embedding_models list."""
|
||||
registry = get_registry()
|
||||
func = registry.get("voyageai").create(name="voyage-4")
|
||||
assert "voyage-4" in func.text_embedding_models
|
||||
assert "voyage-4-lite" in func.text_embedding_models
|
||||
assert "voyage-4-large" in func.text_embedding_models
|
||||
|
||||
def test_voyage4_models_not_in_multimodal_list(self, mock_voyageai_client):
|
||||
"""Test that voyage-4 models are NOT in the multimodal_embedding_models list."""
|
||||
registry = get_registry()
|
||||
func = registry.get("voyageai").create(name="voyage-4")
|
||||
assert "voyage-4" not in func.multimodal_embedding_models
|
||||
assert "voyage-4-lite" not in func.multimodal_embedding_models
|
||||
assert "voyage-4-large" not in func.multimodal_embedding_models
|
||||
@@ -10,7 +10,8 @@ use arrow::{
|
||||
use futures::stream::StreamExt;
|
||||
use lancedb::arrow::SendableRecordBatchStream;
|
||||
use pyo3::{
|
||||
exceptions::PyStopAsyncIteration, pyclass, pymethods, Bound, Py, PyAny, PyRef, PyResult, Python,
|
||||
exceptions::PyStopAsyncIteration, pyclass, pymethods, Bound, PyAny, PyObject, PyRef, PyResult,
|
||||
Python,
|
||||
};
|
||||
use pyo3_async_runtimes::tokio::future_into_py;
|
||||
|
||||
@@ -35,11 +36,8 @@ impl RecordBatchStream {
|
||||
#[pymethods]
|
||||
impl RecordBatchStream {
|
||||
#[getter]
|
||||
pub fn schema(&self, py: Python) -> PyResult<Py<PyAny>> {
|
||||
(*self.schema)
|
||||
.clone()
|
||||
.into_pyarrow(py)
|
||||
.map(|obj| obj.unbind())
|
||||
pub fn schema(&self, py: Python) -> PyResult<PyObject> {
|
||||
(*self.schema).clone().into_pyarrow(py)
|
||||
}
|
||||
|
||||
pub fn __aiter__(self_: PyRef<'_, Self>) -> PyRef<'_, Self> {
|
||||
@@ -55,12 +53,7 @@ impl RecordBatchStream {
|
||||
.next()
|
||||
.await
|
||||
.ok_or_else(|| PyStopAsyncIteration::new_err(""))?;
|
||||
Python::attach(|py| {
|
||||
inner_next
|
||||
.infer_error()?
|
||||
.to_pyarrow(py)
|
||||
.map(|obj| obj.unbind())
|
||||
})
|
||||
Python::with_gil(|py| inner_next.infer_error()?.to_pyarrow(py))
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
@@ -12,7 +12,7 @@ use pyo3::{
|
||||
exceptions::{PyRuntimeError, PyValueError},
|
||||
pyclass, pyfunction, pymethods,
|
||||
types::{PyDict, PyDictMethods},
|
||||
Bound, FromPyObject, Py, PyAny, PyRef, PyResult, Python,
|
||||
Bound, FromPyObject, Py, PyAny, PyObject, PyRef, PyResult, Python,
|
||||
};
|
||||
use pyo3_async_runtimes::tokio::future_into_py;
|
||||
|
||||
@@ -114,15 +114,14 @@ impl Connection {
|
||||
data: Bound<'_, PyAny>,
|
||||
namespace: Vec<String>,
|
||||
storage_options: Option<HashMap<String, String>>,
|
||||
storage_options_provider: Option<Py<PyAny>>,
|
||||
storage_options_provider: Option<PyObject>,
|
||||
location: Option<String>,
|
||||
) -> PyResult<Bound<'a, PyAny>> {
|
||||
let inner = self_.get_inner()?.clone();
|
||||
|
||||
let mode = Self::parse_create_mode_str(mode)?;
|
||||
|
||||
let batches: Box<dyn arrow::array::RecordBatchReader + Send> =
|
||||
Box::new(ArrowArrayStreamReader::from_pyarrow_bound(&data)?);
|
||||
let batches = ArrowArrayStreamReader::from_pyarrow_bound(&data)?;
|
||||
|
||||
let mut builder = inner.create_table(name, batches).mode(mode);
|
||||
|
||||
@@ -153,7 +152,7 @@ impl Connection {
|
||||
schema: Bound<'_, PyAny>,
|
||||
namespace: Vec<String>,
|
||||
storage_options: Option<HashMap<String, String>>,
|
||||
storage_options_provider: Option<Py<PyAny>>,
|
||||
storage_options_provider: Option<PyObject>,
|
||||
location: Option<String>,
|
||||
) -> PyResult<Bound<'a, PyAny>> {
|
||||
let inner = self_.get_inner()?.clone();
|
||||
@@ -188,7 +187,7 @@ impl Connection {
|
||||
name: String,
|
||||
namespace: Vec<String>,
|
||||
storage_options: Option<HashMap<String, String>>,
|
||||
storage_options_provider: Option<Py<PyAny>>,
|
||||
storage_options_provider: Option<PyObject>,
|
||||
index_cache_size: Option<u32>,
|
||||
location: Option<String>,
|
||||
) -> PyResult<Bound<'_, PyAny>> {
|
||||
@@ -305,10 +304,9 @@ impl Connection {
|
||||
},
|
||||
page_token,
|
||||
limit: limit.map(|l| l as i32),
|
||||
..Default::default()
|
||||
};
|
||||
let response = inner.list_namespaces(request).await.infer_error()?;
|
||||
Python::attach(|py| -> PyResult<Py<PyDict>> {
|
||||
Python::with_gil(|py| -> PyResult<Py<PyDict>> {
|
||||
let dict = PyDict::new(py);
|
||||
dict.set_item("namespaces", response.namespaces)?;
|
||||
dict.set_item("page_token", response.page_token)?;
|
||||
@@ -328,12 +326,11 @@ impl Connection {
|
||||
let py = self_.py();
|
||||
future_into_py(py, async move {
|
||||
use lance_namespace::models::CreateNamespaceRequest;
|
||||
// Mode is now a string field
|
||||
let mode_str = mode.and_then(|m| match m.to_lowercase().as_str() {
|
||||
"create" => Some("Create".to_string()),
|
||||
"exist_ok" => Some("ExistOk".to_string()),
|
||||
"overwrite" => Some("Overwrite".to_string()),
|
||||
_ => None,
|
||||
let mode_value = mode.map(|m| match m.to_lowercase().as_str() {
|
||||
"create" => "Create".to_string(),
|
||||
"exist_ok" => "ExistOk".to_string(),
|
||||
"overwrite" => "Overwrite".to_string(),
|
||||
_ => m,
|
||||
});
|
||||
let request = CreateNamespaceRequest {
|
||||
id: if namespace.is_empty() {
|
||||
@@ -341,12 +338,11 @@ impl Connection {
|
||||
} else {
|
||||
Some(namespace)
|
||||
},
|
||||
mode: mode_str,
|
||||
mode: mode_value,
|
||||
properties,
|
||||
..Default::default()
|
||||
};
|
||||
let response = inner.create_namespace(request).await.infer_error()?;
|
||||
Python::attach(|py| -> PyResult<Py<PyDict>> {
|
||||
Python::with_gil(|py| -> PyResult<Py<PyDict>> {
|
||||
let dict = PyDict::new(py);
|
||||
dict.set_item("properties", response.properties)?;
|
||||
Ok(dict.unbind())
|
||||
@@ -365,16 +361,15 @@ impl Connection {
|
||||
let py = self_.py();
|
||||
future_into_py(py, async move {
|
||||
use lance_namespace::models::DropNamespaceRequest;
|
||||
// Mode and Behavior are now string fields
|
||||
let mode_str = mode.and_then(|m| match m.to_uppercase().as_str() {
|
||||
"SKIP" => Some("Skip".to_string()),
|
||||
"FAIL" => Some("Fail".to_string()),
|
||||
_ => None,
|
||||
let mode_value = mode.map(|m| match m.to_uppercase().as_str() {
|
||||
"SKIP" => "Skip".to_string(),
|
||||
"FAIL" => "Fail".to_string(),
|
||||
_ => m,
|
||||
});
|
||||
let behavior_str = behavior.and_then(|b| match b.to_uppercase().as_str() {
|
||||
"RESTRICT" => Some("Restrict".to_string()),
|
||||
"CASCADE" => Some("Cascade".to_string()),
|
||||
_ => None,
|
||||
let behavior_value = behavior.map(|b| match b.to_uppercase().as_str() {
|
||||
"RESTRICT" => "Restrict".to_string(),
|
||||
"CASCADE" => "Cascade".to_string(),
|
||||
_ => b,
|
||||
});
|
||||
let request = DropNamespaceRequest {
|
||||
id: if namespace.is_empty() {
|
||||
@@ -382,12 +377,11 @@ impl Connection {
|
||||
} else {
|
||||
Some(namespace)
|
||||
},
|
||||
mode: mode_str,
|
||||
behavior: behavior_str,
|
||||
..Default::default()
|
||||
mode: mode_value,
|
||||
behavior: behavior_value,
|
||||
};
|
||||
let response = inner.drop_namespace(request).await.infer_error()?;
|
||||
Python::attach(|py| -> PyResult<Py<PyDict>> {
|
||||
Python::with_gil(|py| -> PyResult<Py<PyDict>> {
|
||||
let dict = PyDict::new(py);
|
||||
dict.set_item("properties", response.properties)?;
|
||||
dict.set_item("transaction_id", response.transaction_id)?;
|
||||
@@ -411,10 +405,9 @@ impl Connection {
|
||||
} else {
|
||||
Some(namespace)
|
||||
},
|
||||
..Default::default()
|
||||
};
|
||||
let response = inner.describe_namespace(request).await.infer_error()?;
|
||||
Python::attach(|py| -> PyResult<Py<PyDict>> {
|
||||
Python::with_gil(|py| -> PyResult<Py<PyDict>> {
|
||||
let dict = PyDict::new(py);
|
||||
dict.set_item("properties", response.properties)?;
|
||||
Ok(dict.unbind())
|
||||
@@ -441,10 +434,9 @@ impl Connection {
|
||||
},
|
||||
page_token,
|
||||
limit: limit.map(|l| l as i32),
|
||||
..Default::default()
|
||||
};
|
||||
let response = inner.list_tables(request).await.infer_error()?;
|
||||
Python::attach(|py| -> PyResult<Py<PyDict>> {
|
||||
Python::with_gil(|py| -> PyResult<Py<PyDict>> {
|
||||
let dict = PyDict::new(py);
|
||||
dict.set_item("tables", response.tables)?;
|
||||
dict.set_item("page_token", response.page_token)?;
|
||||
|
||||
@@ -40,7 +40,7 @@ impl<T> PythonErrorExt<T> for std::result::Result<T, LanceError> {
|
||||
request_id,
|
||||
source,
|
||||
status_code,
|
||||
} => Python::attach(|py| {
|
||||
} => Python::with_gil(|py| {
|
||||
let message = err.to_string();
|
||||
let http_err_cls = py
|
||||
.import(intern!(py, "lancedb.remote.errors"))?
|
||||
@@ -75,7 +75,7 @@ impl<T> PythonErrorExt<T> for std::result::Result<T, LanceError> {
|
||||
max_read_failures,
|
||||
source,
|
||||
status_code,
|
||||
} => Python::attach(|py| {
|
||||
} => Python::with_gil(|py| {
|
||||
let cause_err = http_from_rust_error(
|
||||
py,
|
||||
source.as_ref(),
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user