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@@ -10,6 +10,13 @@ on: | |
type: 'choice' | ||
options: ['no', 'pypi', 'testpypi'] | ||
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publish_npm: | ||
description: 'whether to publish the npm packages' | ||
required: false | ||
default: 'no' | ||
type: 'choice' | ||
options: ['no', 'yes'] | ||
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pull_request: | ||
branches: | ||
- main | ||
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@@ -88,38 +95,77 @@ jobs: | |
if: ${{ github.event.inputs.upload_wheel != 'no' && github.event_name != 'pull_request' }} | ||
needs: build_wheels | ||
runs-on: ubuntu-latest | ||
strategy: | ||
matrix: | ||
os: [ubuntu-latest, windows-latest, macos-13, macos-14] | ||
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steps: | ||
- uses: actions/checkout@v4 | ||
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- uses: benjlevesque/[email protected] | ||
id: short_sha | ||
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# Download artifact | ||
# Download all artifacts | ||
- uses: actions/download-artifact@v4 | ||
with: | ||
name: vectorlite-wheel-${{ matrix.os }}-${{ steps.short_sha.outputs.sha }} | ||
path: ./wheelhouse | ||
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- name: Upload to test.pypi.org | ||
if: ${{ github.event.inputs.upload_wheel == 'testpypi' }} | ||
env: | ||
TWINE_USERNAME: __token__ | ||
TWINE_PASSWORD: ${{ secrets.TEST_PYPI_TOKEN }} | ||
run: pipx run twine upload --repository testpypi wheelhouse/*.whl | ||
run: pipx run twine upload --repository testpypi wheelhouse/**/*.whl | ||
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- name: Upload to pypi.org | ||
if: ${{ github.event.inputs.upload_wheel == 'pypi' && startsWith(github.ref, 'refs/tags/v') }} | ||
if: ${{ github.event.inputs.upload_wheel == 'pypi' && (startsWith(github.ref, 'refs/tags/v') || startsWith(github.ref, 'refs/heads/release/')) }} | ||
env: | ||
TWINE_USERNAME: __token__ | ||
TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }} | ||
run: pipx run twine upload wheelhouse/*.whl | ||
run: pipx run twine upload wheelhouse/**/*.whl | ||
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- name: Fail if uploading to pypi.org without a tag | ||
if: ${{ github.event.inputs.upload_wheel == 'pypi' && !startsWith(github.ref, 'refs/tags/v') }} | ||
if: ${{ github.event.inputs.upload_wheel == 'pypi' && !(startsWith(github.ref, 'refs/tags/v') || startsWith(github.ref, 'refs/heads/release/')) }} | ||
run: | | ||
echo "Error: Uploading to pypi.org requires a tag" | ||
exit 1 | ||
exit 1 | ||
publish_npm_pkgs: | ||
name: Upload npm packages | ||
if: ${{ github.event.inputs.publish_npm == 'yes' && github.event_name != 'pull_request' && (startsWith(github.ref, 'refs/tags/v') || startsWith(github.ref, 'refs/heads/release/')) }} | ||
needs: build_wheels | ||
runs-on: ubuntu-latest | ||
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steps: | ||
- uses: actions/checkout@v4 | ||
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- uses: benjlevesque/[email protected] | ||
id: short_sha | ||
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# Download all artifacts | ||
- uses: actions/download-artifact@v4 | ||
with: | ||
path: ./wheelhouse | ||
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# extract vectorlite from wheels and copy to nodejs bindings directory | ||
- name: unzip wheels | ||
run: | | ||
sh extract_wheels.sh | ||
- uses: actions/setup-node@v4 | ||
with: | ||
node-version: lts/* | ||
registry-url: 'https://registry.npmjs.org' | ||
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- name: Test locally | ||
working-directory: bindings/nodejs/packages/vectorlite | ||
run: | | ||
npm i -D | ||
npm link ../vectorlite-linux-x64 | ||
npm run test | ||
- name: Publish to npm | ||
working-directory: bindings/nodejs | ||
env: | ||
NODE_AUTH_TOKEN: ${{ secrets.NPM_PUBLISH_TOKEN }} | ||
run: | | ||
mv package.json.tpl package.json | ||
npm publish --workspaces --access public | ||
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@@ -41,4 +41,7 @@ vcpkg_installed/* | |
*.pyc | ||
dist/* | ||
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*egg-info | ||
*egg-info | ||
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node_modules | ||
bindings/nodejs/vectorlite/package-lock.json |
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{ | ||
"name": "vectorlite-workspaces", | ||
"workspaces": [ | ||
"packages/vectorlite-linux-x64", | ||
"packages/vectorlite-win32-x64", | ||
"packages/vectorlite-darwin-x64", | ||
"packages/vectorlite-darwin-arm64", | ||
"packages/vectorlite" | ||
] | ||
} |
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This folder hosts nodejs bindings for vectorlite. `vectorlite.[so|dll|dylib]` is copied to their own platform dependent package folder. Please check ci.yml for details. |
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bindings/nodejs/packages/vectorlite-darwin-arm64/package.json
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{ | ||
"name": "@1yefuwang1/vectorlite-darwin-arm64", | ||
"version": "0.1.0", | ||
"homepage": "https://github.com/1yefuwang1/vectorlite", | ||
"main": "src/index.js", | ||
"files": ["src"], | ||
"author": "[email protected]", | ||
"license": "Apache-2.0", | ||
"description": "A fast and tunable vector search extension for SQLite", | ||
"keywords": ["sqlite3", "vector database", "vectordb"], | ||
"os": ["darwin"], | ||
"cpu": ["arm64"] | ||
} |
7 changes: 7 additions & 0 deletions
7
bindings/nodejs/packages/vectorlite-darwin-arm64/src/index.js
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const path = require('path'); | ||
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function vectorlitePath() { | ||
return path.join(__dirname, 'vectorlite'); | ||
} | ||
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exports.vectorlitePath = vectorlitePath; |
13 changes: 13 additions & 0 deletions
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bindings/nodejs/packages/vectorlite-darwin-x64/package.json
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{ | ||
"name": "@1yefuwang1/vectorlite-darwin-x64", | ||
"version": "0.1.0", | ||
"homepage": "https://github.com/1yefuwang1/vectorlite", | ||
"main": "src/index.js", | ||
"files": ["src"], | ||
"author": "[email protected]", | ||
"license": "Apache-2.0", | ||
"description": "A fast and tunable vector search extension for SQLite", | ||
"keywords": ["sqlite3", "vector database", "vectordb"], | ||
"os": ["darwin"], | ||
"cpu": ["x64"] | ||
} |
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const path = require('path'); | ||
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function vectorlitePath() { | ||
return path.join(__dirname, 'vectorlite'); | ||
} | ||
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exports.vectorlitePath = vectorlitePath; |
13 changes: 13 additions & 0 deletions
13
bindings/nodejs/packages/vectorlite-linux-x64/package.json
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{ | ||
"name": "@1yefuwang1/vectorlite-linux-x64", | ||
"version": "0.1.0", | ||
"homepage": "https://github.com/1yefuwang1/vectorlite", | ||
"main": "src/index.js", | ||
"files": ["src"], | ||
"author": "[email protected]", | ||
"license": "Apache-2.0", | ||
"description": "A fast and tunable vector search extension for SQLite", | ||
"keywords": ["sqlite3", "vector database", "vectordb"], | ||
"os": ["linux"], | ||
"cpu": ["x64"] | ||
} |
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const path = require('path'); | ||
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function vectorlitePath() { | ||
return path.join(__dirname, 'vectorlite'); | ||
} | ||
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exports.vectorlitePath = vectorlitePath; |
13 changes: 13 additions & 0 deletions
13
bindings/nodejs/packages/vectorlite-win32-x64/package.json
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{ | ||
"name": "@1yefuwang1/vectorlite-win32-x64", | ||
"version": "0.1.0", | ||
"homepage": "https://github.com/1yefuwang1/vectorlite", | ||
"main": "src/index.js", | ||
"files": ["src"], | ||
"author": "[email protected]", | ||
"license": "Apache-2.0", | ||
"description": "A fast and tunable vector search extension for SQLite", | ||
"keywords": ["sqlite3", "vector database", "vectordb"], | ||
"os": ["win32"], | ||
"cpu": ["x64"] | ||
} |
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const path = require('path'); | ||
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function vectorlitePath() { | ||
return path.join(__dirname, 'vectorlite'); | ||
} | ||
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exports.vectorlitePath = vectorlitePath; |
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# `vectorlite` for nodejs | ||
Vectorlite is a fast and tunable vector search extension for SQLite. | ||
For more info, please check https://github.com/1yefuwang1/vectorlite. | ||
# Example | ||
Below is an example of using it with `better-sqlite3`. | ||
```javascript | ||
const sqlite3 = require('better-sqlite3'); | ||
const vectorlite = require('vectorlite'); | ||
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const db = new sqlite3(':memory:'); | ||
db.loadExtension(vectorlite.vectorlitePath()); | ||
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console.log(db.prepare('select vectorlite_info()').all()); | ||
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// Create a vectorlite virtual table hosting 10-dimensional float32 vectors with hnsw index | ||
db.exec('create virtual table test using vectorlite(vec float32[10], hnsw(max_elements=100));') | ||
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// insert a json vector | ||
db.prepare('insert into test(rowid, vec) values (?, vector_from_json(?))').run([0, JSON.stringify(Array.from({length: 10}, () => Math.random()))]); | ||
// insert a raw vector | ||
db.prepare('insert into test(rowid, vec) values (?, ?)').run([1, Buffer.from(Float32Array.from(Array.from({length: 10}, () => Math.random())).buffer)]); | ||
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// a normal vector query | ||
let result = db.prepare('select rowid from test where knn_search(vec, knn_param(?, 2))') | ||
.all([Buffer.from(Float32Array.from(Array.from({length: 10}, () => Math.random())).buffer)]); | ||
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console.log(result); | ||
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// a vector query with rowid filter | ||
result = db.prepare('select rowid from test where knn_search(vec, knn_param(?, 2)) and rowid in (1,2,3)') | ||
.all([Buffer.from(Float32Array.from(Array.from({length: 10}, () => Math.random())).buffer)]); | ||
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console.log(result); | ||
``` |
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{ | ||
"name": "vectorlite", | ||
"version": "0.1.0", | ||
"homepage": "https://github.com/1yefuwang1/vectorlite", | ||
"main": "src/index.js", | ||
"files": ["src"], | ||
"scripts": { | ||
"test": "node test/test.js" | ||
}, | ||
"author": "[email protected]", | ||
"license": "Apache-2.0", | ||
"description": "A fast and tunable vector search extension for SQLite", | ||
"keywords": ["sqlite3", "vector database", "vectordb"], | ||
"devDependencies": { | ||
"better-sqlite3": "^11.1.2" | ||
}, | ||
"optionalDependencies": { | ||
"@1yefuwang1/vectorlite-darwin-x64": "0.1.0", | ||
"@1yefuwang1/vectorlite-darwin-arm64": "0.1.0", | ||
"@1yefuwang1/vectorlite-linux-x64": "0.1.0", | ||
"@1yefuwang1/vectorlite-win32-x64": "0.1.0" | ||
} | ||
} |
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const os = require('os'); | ||
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const supportedPlatformsAndArchs = { | ||
'darwin-x64': '@1yefuwang1/vectorlite-darwin-x64', | ||
'darwin-arm64': '@1yefuwang1/vectorlite-darwin-arm64', | ||
'linux-x64': '@1yefuwang1/vectorlite-linux-x64', | ||
'win32-x64': '@1yefuwang1/vectorlite-win32-x64', | ||
}; | ||
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const platformAndArch = `${os.platform()}-${os.arch()}`; | ||
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let vectorlitePathCache = undefined; | ||
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// Returns path to the vectorlite shared library | ||
function vectorlitePath() { | ||
if (vectorlitePathCache) { | ||
return vectorlitePathCache; | ||
} | ||
const packageName = supportedPlatformsAndArchs[platformAndArch]; | ||
if (!packageName) { | ||
throw new Error(`Platform ${platformAndArch} is not supported`); | ||
} | ||
const package = require(packageName); | ||
vectorlitePathCache = package.vectorlitePath(); | ||
return vectorlitePathCache; | ||
} | ||
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exports.vectorlitePath = vectorlitePath; |
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const sqlite3 = require('better-sqlite3'); | ||
const vectorlite = require('../src/index.js'); | ||
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const db = new sqlite3(':memory:'); | ||
db.loadExtension(vectorlite.vectorlitePath()); | ||
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console.log(db.prepare('select vectorlite_info()').all()); | ||
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// Create a vectorlite virtual table hosting 10-dimensional float32 vectors with hnsw index | ||
db.exec('create virtual table test using vectorlite(vec float32[10], hnsw(max_elements=100));') | ||
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// insert a json vector | ||
db.prepare('insert into test(rowid, vec) values (?, vector_from_json(?))').run([0, JSON.stringify(Array.from({length: 10}, () => Math.random()))]); | ||
// insert a raw vector | ||
db.prepare('insert into test(rowid, vec) values (?, ?)').run([1, Buffer.from(Float32Array.from(Array.from({length: 10}, () => Math.random())).buffer)]); | ||
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// a normal vector query | ||
let result = db.prepare('select rowid from test where knn_search(vec, knn_param(?, 2))') | ||
.all([Buffer.from(Float32Array.from(Array.from({length: 10}, () => Math.random())).buffer)]); | ||
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console.log(result); | ||
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// a vector query with rowid filter | ||
result = db.prepare('select rowid from test where knn_search(vec, knn_param(?, 2)) and rowid in (1,2,3)') | ||
.all([Buffer.from(Float32Array.from(Array.from({length: 10}, () => Math.random())).buffer)]); | ||
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console.log(result); |
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#!/bin/bash | ||
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for wheel in wheelhouse/vectorlite-wheel*/*.whl; do | ||
unziped_dir=$wheel.unzipped | ||
unzip $wheel -d $unziped_dir | ||
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case "$wheel" in | ||
*linux*x86_64.whl) | ||
cp $unziped_dir/vectorlite_py/vectorlite.so bindings/nodejs/packages/vectorlite-linux-x64/src | ||
;; | ||
*win*amd64.whl) | ||
cp $unziped_dir/vectorlite_py/vectorlite.dll bindings/nodejs/packages/vectorlite-win32-x64/src | ||
;; | ||
*macosx*arm64.whl) | ||
cp $unziped_dir/vectorlite_py/vectorlite.dylib bindings/nodejs/packages/vectorlite-darwin-arm64/src | ||
;; | ||
*macosx*x86_64.whl) | ||
cp $unziped_dir/vectorlite_py/vectorlite.dylib bindings/nodejs/packages/vectorlite-darwin-x64/src | ||
;; | ||
*) | ||
echo "Unknown wheel type: $wheel" | ||
exit 1 | ||
;; | ||
esac | ||
done | ||
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