ruvector/.github/workflows/build-diskann.yml
rUv 8fbe768629 feat(diskann): Vamana ANN + PQ + NAPI bindings — 14 tests, 1.0 recall, 90µs search (#334)
* feat(ruvector): implement missing capabilities (ADR-143)

- speculativeEmbed: real FNV-1a hash embedding (128-dim) from file content
- ragRetrieve: cosine similarity on embeddings + TF-IDF keyword fallback
- contextRank: TF-IDF weighted scoring instead of raw keyword matching
- Remove false DiskANN claim (will implement as Rust crate next)

Co-Authored-By: claude-flow <ruv@ruv.net>

* feat(diskann): Vamana graph + PQ — SSD-friendly billion-scale ANN (ADR-143)

New Rust crate: ruvector-diskann

Core algorithm (NeurIPS 2019 DiskANN paper):
- Vamana graph with α-robust pruning (bounded out-degree R)
- k-means++ seeded Product Quantization (M subspaces, 256 centroids)
- Asymmetric PQ distance tables for fast candidate filtering
- Two-phase search: PQ-filtered beam search → exact re-ranking
- Memory-mapped persistence (mmap vectors + binary graph)

Performance characteristics:
- L2-squared distance with 8-wide loop unrolling (auto-vectorized)
- Greedy beam search with bounded visited set
- Save/load with flat binary format (mmap-friendly)

9 tests passing: distance, PQ train/encode, Vamana build/search,
bounded degree, full index CRUD, PQ-accelerated search, save/load.

Co-Authored-By: claude-flow <ruv@ruv.net>

* feat(diskann): NAPI-RS bindings + npm package + 14 tests passing

Rust core (ruvector-diskann):
- 4-accumulator L2 distance for ILP optimization
- Recall@10 = 1.000 on 2K vectors
- Search latency: 90µs (5K vectors, 128d, k=10)
- 14 tests: distance, PQ, Vamana, recall, scale, edge cases

NAPI-RS bindings (ruvector-diskann-node):
- Sync + async build/search
- Batch insert (flat Float32Array)
- Save/load, delete, count
- Thread-safe via parking_lot::RwLock

npm package (@ruvector/diskann):
- Platform-specific loader (linux/darwin/win)
- TypeScript declarations
- Node.js test passing

Co-Authored-By: claude-flow <ruv@ruv.net>

* ci(diskann): add cross-platform build + publish workflow

5 targets: linux-x64, linux-arm64, darwin-x64, darwin-arm64, win32-x64

Co-Authored-By: claude-flow <ruv@ruv.net>

* perf(diskann): FlatVectors + VisitedSet + ILP + optional SIMD/GPU

Optimizations applied:
- FlatVectors: contiguous f32 slab (eliminates Vec<Vec> indirection)
- VisitedSet: O(1) clear via generation counter (replaces HashSet)
- 4-accumulator ILP for L2 distance (auto-vectorized)
- Flat PQ distance table (cache-line friendly)
- Parallel medoid finding via rayon
- Zero-copy save (write flat slab directly)
- Optional simsimd feature for hardware NEON/AVX2/AVX-512
- Optional gpu feature with Metal/CUDA/Vulkan dispatch stubs

Results (5K vectors, 128d):
- Search: 90µs → 55µs (1.6x faster)
- Build: 6.9s → 6.2s (10% faster)
- Recall@10: 0.998 (maintained)
- 17 tests passing

Co-Authored-By: claude-flow <ruv@ruv.net>

---------

Co-authored-by: Reuven <cohen@ruv-mac-mini.local>
2026-04-06 17:55:06 -04:00

188 lines
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YAML

name: Build DiskANN Native Modules
on:
push:
branches: [main]
paths:
- 'crates/ruvector-diskann/**'
- 'crates/ruvector-diskann-node/**'
- 'npm/packages/diskann/**'
- '.github/workflows/build-diskann.yml'
pull_request:
branches: [main]
paths:
- 'crates/ruvector-diskann/**'
- 'crates/ruvector-diskann-node/**'
- 'npm/packages/diskann/**'
workflow_dispatch:
inputs:
publish:
description: 'Publish to npm after build'
required: false
type: boolean
default: false
env:
CARGO_TERM_COLOR: always
jobs:
build:
strategy:
fail-fast: false
matrix:
settings:
- host: ubuntu-22.04
target: x86_64-unknown-linux-gnu
platform: linux-x64-gnu
- host: ubuntu-22.04
target: aarch64-unknown-linux-gnu
platform: linux-arm64-gnu
- host: macos-14
target: x86_64-apple-darwin
platform: darwin-x64
- host: macos-14
target: aarch64-apple-darwin
platform: darwin-arm64
- host: windows-2022
target: x86_64-pc-windows-msvc
platform: win32-x64-msvc
name: Build DiskANN ${{ matrix.settings.platform }}
runs-on: ${{ matrix.settings.host }}
steps:
- uses: actions/checkout@v4
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: '18'
- name: Setup Rust
uses: dtolnay/rust-toolchain@stable
with:
targets: ${{ matrix.settings.target }}
- name: Cache Rust
uses: Swatinem/rust-cache@v2
with:
key: diskann-${{ matrix.settings.target }}
- name: Install cross-compilation tools (Linux ARM64)
if: matrix.settings.platform == 'linux-arm64-gnu'
run: |
sudo apt-get update
sudo apt-get install -y gcc-aarch64-linux-gnu g++-aarch64-linux-gnu
- name: Install dependencies
working-directory: npm/packages/diskann
run: npm install --ignore-scripts --omit=optional --force
- name: Build native module
working-directory: npm/packages/diskann
run: npx napi build --platform --release --cargo-cwd ../../../crates/ruvector-diskann-node --target ${{ matrix.settings.target }}
env:
CARGO_TARGET_AARCH64_UNKNOWN_LINUX_GNU_LINKER: aarch64-linux-gnu-gcc
- name: Prepare artifact
shell: bash
run: |
mkdir -p diskann-artifacts/${{ matrix.settings.platform }}
NODE_FILE=$(find npm/packages/diskann -name "*.node" -type f | head -1)
if [ -z "$NODE_FILE" ]; then
echo "ERROR: No .node file found"
exit 1
fi
echo "Found: $NODE_FILE"
cp -v "$NODE_FILE" "diskann-artifacts/${{ matrix.settings.platform }}/"
- name: Test native module (native platform only)
if: |
(matrix.settings.platform == 'linux-x64-gnu') ||
(matrix.settings.platform == 'darwin-arm64') ||
(matrix.settings.platform == 'win32-x64-msvc')
continue-on-error: true
working-directory: npm/packages/diskann
run: npm test
- name: Upload artifact
uses: actions/upload-artifact@v4
with:
name: diskann-${{ matrix.settings.platform }}
path: diskann-artifacts/${{ matrix.settings.platform }}/*.node
if-no-files-found: error
publish:
name: Publish DiskANN Platform Packages
runs-on: ubuntu-22.04
needs: build
if: inputs.publish == true || startsWith(github.ref, 'refs/tags/v')
steps:
- uses: actions/checkout@v4
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: '18'
registry-url: 'https://registry.npmjs.org'
- name: Download all artifacts
uses: actions/download-artifact@v4
with:
path: artifacts
- name: Create and publish platform packages
env:
NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
run: |
VERSION=$(node -p "require('./npm/packages/diskann/package.json').version")
echo "Publishing version: $VERSION"
for dir in artifacts/diskann-*/; do
platform=$(basename "$dir" | sed 's/diskann-//')
NODE_FILE=$(find "$dir" -name "*.node" | head -1)
if [ -z "$NODE_FILE" ]; then continue; fi
echo "=== Publishing @ruvector/diskann-${platform}@${VERSION} ==="
PKG_DIR="npm-pkg/diskann-${platform}"
mkdir -p "$PKG_DIR"
case "$platform" in
linux-x64-gnu) OS="linux"; CPU="x64"; LIBC='"libc": ["glibc"],' ;;
linux-arm64-gnu) OS="linux"; CPU="arm64"; LIBC='"libc": ["glibc"],' ;;
darwin-x64) OS="darwin"; CPU="x64"; LIBC="" ;;
darwin-arm64) OS="darwin"; CPU="arm64"; LIBC="" ;;
win32-x64-msvc) OS="win32"; CPU="x64"; LIBC="" ;;
esac
NODE_NAME="ruvector-diskann.${platform}.node"
cp "$NODE_FILE" "$PKG_DIR/$NODE_NAME"
cat > "$PKG_DIR/package.json" << EOF
{
"name": "@ruvector/diskann-${platform}",
"version": "${VERSION}",
"os": ["${OS}"],
"cpu": ["${CPU}"],
${LIBC}
"main": "${NODE_NAME}",
"files": ["${NODE_NAME}"],
"description": "DiskANN native bindings - ${platform}",
"license": "MIT",
"repository": {"type": "git", "url": "https://github.com/ruvnet/ruvector"},
"engines": {"node": ">= 18"},
"publishConfig": {"access": "public"}
}
EOF
cd "$PKG_DIR"
npm publish --access public || echo "Failed to publish @ruvector/diskann-${platform}"
cd ../..
done
- name: Publish main package
working-directory: npm/packages/diskann
env:
NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
run: npm publish --access public || echo "Package may already exist"