name: Reusable Build on: workflow_call: inputs: ref: description: 'Git ref to build' required: false type: string default: '' env: # Large matrix builds download many Python wheels in parallel. Give transient # PyPI/CDN stalls enough room to recover instead of failing a whole PR run. UV_HTTP_RETRIES: "8" UV_HTTP_TIMEOUT: "120" UV_HTTP_CONNECT_TIMEOUT: "30" UV_CONCURRENT_DOWNLOADS: "8" UV_NO_PROGRESS: "1" jobs: lint: name: Lint and Format Check runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 with: ref: ${{ inputs.ref }} submodules: recursive - name: Install uv and Python uses: astral-sh/setup-uv@v6 with: python-version: '3.11' enable-cache: true cache-dependency-glob: uv.lock - name: Run pre-commit with only lint group (no project deps) run: | uv run --frozen --only-group lint pre-commit run --all-files --show-diff-on-failure type-check: name: Type Check with ty runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 with: ref: ${{ inputs.ref }} submodules: recursive - name: Install uv and Python uses: astral-sh/setup-uv@v6 with: python-version: '3.11' enable-cache: true cache-dependency-glob: uv.lock - name: Install ty run: uv tool install ty==0.0.17 - name: Run ty type checker run: | # Run ty on core packages, apps, and tests ty check packages/leann-core/src apps tests build: needs: [lint, type-check] name: Build ${{ matrix.os }} Python ${{ matrix.python }} defaults: run: shell: bash strategy: fail-fast: false matrix: include: # Note: Python 3.9 dropped - uses PEP 604 union syntax (str | None) # which requires Python 3.10+ - os: ubuntu-22.04 python: '3.10' - os: ubuntu-22.04 python: '3.11' - os: ubuntu-22.04 python: '3.12' - os: ubuntu-22.04 python: '3.13' # ARM64 Linux builds - os: ubuntu-22.04-arm python: '3.10' - os: ubuntu-22.04-arm python: '3.11' - os: ubuntu-22.04-arm python: '3.12' - os: ubuntu-22.04-arm python: '3.13' - os: macos-14 python: '3.10' - os: macos-14 python: '3.11' - os: macos-14 python: '3.12' - os: macos-14 python: '3.13' - os: macos-15 python: '3.10' - os: macos-15 python: '3.11' - os: macos-15 python: '3.12' - os: macos-15 python: '3.13' # Intel Mac builds (x86_64) - replaces deprecated macos-13 # Note: Python 3.13 excluded - PyTorch has no wheels for macOS x86_64 + Python 3.13 # (PyTorch <=2.4.1 lacks cp313, PyTorch >=2.5.0 dropped Intel Mac support) - os: macos-15-intel python: '3.10' - os: macos-15-intel python: '3.11' - os: macos-15-intel python: '3.12' # macOS 26 (beta) - arm64 - os: macos-26 python: '3.10' - os: macos-26 python: '3.11' - os: macos-26 python: '3.12' - os: macos-26 python: '3.13' # Windows validation (native HNSW + DiskANN build/install path) - os: windows-2022 python: '3.11' - os: windows-2022 python: '3.12' - os: windows-2022 python: '3.13' - os: windows-2022 python: '3.14' runs-on: ${{ matrix.os }} steps: - uses: actions/checkout@v5 with: ref: ${{ inputs.ref }} submodules: recursive - name: Install uv and Python uses: astral-sh/setup-uv@v6 with: python-version: ${{ matrix.python }} enable-cache: true cache-dependency-glob: uv.lock - name: Install system dependencies (Ubuntu) if: runner.os == 'Linux' run: | sudo apt-get update sudo apt-get install -y cmake libomp-dev libboost-all-dev protobuf-compiler libzmq3-dev \ pkg-config libabsl-dev libaio-dev libprotobuf-dev \ patchelf # Debug: Show system information echo "🔍 System Information:" echo "Architecture: $(uname -m)" echo "OS: $(uname -a)" echo "CPU info: $(lscpu | head -5)" # Install math library based on architecture ARCH=$(uname -m) echo "🔍 Setting up math library for architecture: $ARCH" if [[ "$ARCH" == "x86_64" ]]; then # Install Intel MKL for DiskANN on x86_64 echo "📦 Installing Intel MKL for x86_64..." wget -q https://registrationcenter-download.intel.com/akdlm/IRC_NAS/79153e0f-74d7-45af-b8c2-258941adf58a/intel-onemkl-2025.0.0.940.sh sudo sh intel-onemkl-2025.0.0.940.sh -a --components intel.oneapi.lin.mkl.devel --action install --eula accept -s source /opt/intel/oneapi/setvars.sh echo "MKLROOT=/opt/intel/oneapi/mkl/latest" >> $GITHUB_ENV echo "LD_LIBRARY_PATH=/opt/intel/oneapi/compiler/latest/linux/compiler/lib/intel64_lin" >> $GITHUB_ENV echo "LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/intel/oneapi/mkl/latest/lib/intel64" >> $GITHUB_ENV echo "✅ Intel MKL installed for x86_64" # Debug: Check MKL installation echo "🔍 MKL Installation Check:" ls -la /opt/intel/oneapi/mkl/latest/ || echo "MKL directory not found" ls -la /opt/intel/oneapi/mkl/latest/lib/ || echo "MKL lib directory not found" elif [[ "$ARCH" == "aarch64" ]]; then # Use OpenBLAS for ARM64 (MKL installer not compatible with ARM64) echo "📦 Installing OpenBLAS for ARM64..." sudo apt-get install -y libopenblas-dev liblapack-dev liblapacke-dev echo "✅ OpenBLAS installed for ARM64" # Debug: Check OpenBLAS installation echo "🔍 OpenBLAS Installation Check:" dpkg -l | grep openblas || echo "OpenBLAS package not found" ls -la /usr/lib/aarch64-linux-gnu/openblas/ || echo "OpenBLAS directory not found" fi # Debug: Show final library paths echo "🔍 Final LD_LIBRARY_PATH: $LD_LIBRARY_PATH" - name: Install system dependencies (macOS) if: runner.os == 'macOS' run: | # Don't install LLVM, use system clang for better compatibility # CMake is required for scikit-build (HNSW + DiskANN); install via brew so # we do not depend on fetching the PyPI cmake package during uv build. brew install cmake libomp boost protobuf zeromq - name: Install system dependencies (Windows) if: runner.os == 'Windows' run: | retry() { local attempts=$1 shift local n=1 while true; do "$@" && break if [[ $n -ge $attempts ]]; then echo "Command failed after $n attempts: $*" return 1 fi echo "Command failed (attempt $n/$attempts). Retrying in 10s: $*" sleep 10 n=$((n + 1)) done } retry 5 choco install swig -y --no-progress retry 5 choco install nuget.commandline -y --no-progress # pkgconfiglite via Chocolatey is flaky (exits 0 even on failure); # verify the binary exists and fall back to direct download. retry 3 choco install pkgconfiglite -y --no-progress || true PKG_CONFIG_DIR="C:/ProgramData/chocolatey/bin" if [[ ! -f "${PKG_CONFIG_DIR}/pkg-config.exe" ]]; then echo "pkg-config.exe not found after choco, downloading directly..." PKG_CONFIG_DIR="${RUNNER_TEMP}/pkg-config" mkdir -p "${PKG_CONFIG_DIR}" curl -fsSL -o "${RUNNER_TEMP}/pkgconfiglite.zip" \ "https://sourceforge.net/projects/pkgconfiglite/files/0.28-1/pkg-config-lite-0.28-1_bin-win32.zip/download" unzip -q "${RUNNER_TEMP}/pkgconfiglite.zip" -d "${RUNNER_TEMP}/pkgconfiglite" cp "${RUNNER_TEMP}/pkgconfiglite/pkg-config-lite-0.28-1/bin/"* "${PKG_CONFIG_DIR}/" fi echo "${PKG_CONFIG_DIR}" >> "$GITHUB_PATH" echo "PKG_CONFIG_EXECUTABLE=${PKG_CONFIG_DIR}/pkg-config.exe" >> "$GITHUB_ENV" if [[ -z "${VCPKG_INSTALLATION_ROOT:-}" ]]; then echo "VCPKG_INSTALLATION_ROOT is not set on this runner" exit 1 fi retry 5 "${VCPKG_INSTALLATION_ROOT}/vcpkg" install zeromq:x64-windows retry 5 "${VCPKG_INSTALLATION_ROOT}/vcpkg" install openblas:x64-windows retry 5 "${VCPKG_INSTALLATION_ROOT}/vcpkg" install lapack:x64-windows retry 5 "${VCPKG_INSTALLATION_ROOT}/vcpkg" install boost-program-options:x64-windows retry 5 "${VCPKG_INSTALLATION_ROOT}/vcpkg" install protobuf:x64-windows # DiskANN links against Intel OpenMP (libiomp5md) via NuGet during its # CMake build. The NuGet packages end up in a temp build dir that is # cleaned up by `uv build`, so delvewheel can't find the DLL later. # Download it here to a persistent, known location. NUGET_PKG_DIR="${RUNNER_TEMP}/nuget_pkgs" retry 5 nuget install intelopenmp.redist.win -Version 2022.0.3.3747 \ -ExcludeVersion -OutputDirectory "${NUGET_PKG_DIR}" echo "INTEL_OMP_BIN_DIR=${NUGET_PKG_DIR}/intelopenmp.redist.win/runtimes/win-x64/native" >> "$GITHUB_ENV" echo "PKG_CONFIG_PATH=${VCPKG_INSTALLATION_ROOT}/installed/x64-windows/lib/pkgconfig" >> "$GITHUB_ENV" echo "CMAKE_PREFIX_PATH=${VCPKG_INSTALLATION_ROOT}/installed/x64-windows" >> "$GITHUB_ENV" echo "OPENBLAS_LIB=${VCPKG_INSTALLATION_ROOT}/installed/x64-windows/lib/openblas.lib" >> "$GITHUB_ENV" echo "${VCPKG_INSTALLATION_ROOT}/installed/x64-windows/bin" >> "$GITHUB_PATH" echo "${VCPKG_INSTALLATION_ROOT}/installed/x64-windows/debug/bin" >> "$GITHUB_PATH" echo "${VCPKG_INSTALLATION_ROOT}/installed/x64-windows/tools/protobuf" >> "$GITHUB_PATH" pkg-config --version || true where pkg-config || true pkg-config --modversion libzmq || true - name: Install build dependencies run: | retry() { local attempts=$1 shift local n=1 while true; do "$@" && break if [[ $n -ge $attempts ]]; then echo "Command failed after $n attempts: $*" return 1 fi echo "Command failed (attempt $n/$attempts). Retrying in 5s: $*" sleep 5 n=$((n + 1)) done } retry 5 uv python install ${{ matrix.python }} uv venv --python ${{ matrix.python }} .uv-build if [[ "$RUNNER_OS" == "Windows" ]]; then BUILD_PY=".uv-build\\Scripts\\python.exe" else BUILD_PY=".uv-build/bin/python" fi retry 5 uv pip install --python "$BUILD_PY" scikit-build-core numpy swig Cython pybind11 if [[ "$RUNNER_OS" == "Linux" ]]; then retry 5 uv pip install --python "$BUILD_PY" auditwheel elif [[ "$RUNNER_OS" == "macOS" ]]; then retry 5 uv pip install --python "$BUILD_PY" delocate else retry 5 uv pip install --python "$BUILD_PY" delvewheel fi if [[ "$RUNNER_OS" == "Windows" ]]; then echo "$(pwd)\\.uv-build\\Scripts" >> $GITHUB_PATH else echo "$(pwd)/.uv-build/bin" >> $GITHUB_PATH fi - name: Set macOS environment variables if: runner.os == 'macOS' run: | # Use brew --prefix to automatically detect Homebrew installation path HOMEBREW_PREFIX=$(brew --prefix) echo "HOMEBREW_PREFIX=${HOMEBREW_PREFIX}" >> $GITHUB_ENV echo "OpenMP_ROOT=${HOMEBREW_PREFIX}/opt/libomp" >> $GITHUB_ENV # Set CMAKE_PREFIX_PATH to let CMake find all packages automatically echo "CMAKE_PREFIX_PATH=${HOMEBREW_PREFIX}" >> $GITHUB_ENV # Set compiler flags for OpenMP (required for both backends) echo "LDFLAGS=-L${HOMEBREW_PREFIX}/opt/libomp/lib" >> $GITHUB_ENV echo "CPPFLAGS=-I${HOMEBREW_PREFIX}/opt/libomp/include" >> $GITHUB_ENV - name: Build packages run: | retry() { local attempts=$1 shift local n=1 while true; do "$@" && break if [[ $n -ge $attempts ]]; then echo "Command failed after $n attempts: $*" return 1 fi echo "Command failed (attempt $n/$attempts). Retrying in 10s: $*" sleep 10 n=$((n + 1)) done } # Build core (platform independent) cd packages/leann-core retry 3 uv build cd ../.. # Build HNSW backend cd packages/leann-backend-hnsw if [[ "${{ matrix.os }}" == macos-* ]]; then # Use system clang for better compatibility export CC=clang export CXX=clang++ # Set deployment target based on runner # macos-15-intel runs macOS 15, so target 15.0 (system libraries require it) if [[ "${{ matrix.os }}" == "macos-15-intel" ]]; then export MACOSX_DEPLOYMENT_TARGET=15.0 elif [[ "${{ matrix.os }}" == macos-14* ]]; then export MACOSX_DEPLOYMENT_TARGET=14.0 elif [[ "${{ matrix.os }}" == macos-15* ]]; then export MACOSX_DEPLOYMENT_TARGET=15.0 elif [[ "${{ matrix.os }}" == macos-26* ]]; then export MACOSX_DEPLOYMENT_TARGET=26.0 fi retry 3 uv build --wheel --python ${{ matrix.python }} --find-links ${GITHUB_WORKSPACE}/packages/leann-core/dist else retry 3 uv build --wheel --python ${{ matrix.python }} --find-links ${GITHUB_WORKSPACE}/packages/leann-core/dist fi cd ../.. # Build DiskANN backend cd packages/leann-backend-diskann if [[ "${{ matrix.os }}" == macos-* ]]; then # Use system clang for better compatibility export CC=clang export CXX=clang++ # Set deployment target based on runner # macos-15-intel runs macOS 15, so target 15.0 (system libraries require it) if [[ "${{ matrix.os }}" == "macos-15-intel" ]]; then export MACOSX_DEPLOYMENT_TARGET=15.0 elif [[ "${{ matrix.os }}" == macos-14* ]]; then export MACOSX_DEPLOYMENT_TARGET=14.0 elif [[ "${{ matrix.os }}" == macos-15* ]]; then export MACOSX_DEPLOYMENT_TARGET=15.0 elif [[ "${{ matrix.os }}" == macos-26* ]]; then export MACOSX_DEPLOYMENT_TARGET=26.0 fi retry 3 uv build --wheel --python ${{ matrix.python }} --find-links ${GITHUB_WORKSPACE}/packages/leann-core/dist else retry 3 uv build --wheel --python ${{ matrix.python }} --find-links ${GITHUB_WORKSPACE}/packages/leann-core/dist fi cd ../.. # Build IVF backend (pure Python; depends on leann-core + faiss-cpu at install time) cd packages/leann-backend-ivf retry 3 uv build --wheel --python ${{ matrix.python }} --find-links ${GITHUB_WORKSPACE}/packages/leann-core/dist cd ../.. # Build meta package (platform independent) cd packages/leann retry 3 uv build cd ../.. - name: Repair wheels (Linux) if: runner.os == 'Linux' run: | # Repair HNSW wheel cd packages/leann-backend-hnsw if [ -d dist ]; then auditwheel repair dist/*.whl -w dist_repaired rm -rf dist mv dist_repaired dist fi cd ../.. # Repair DiskANN wheel cd packages/leann-backend-diskann if [ -d dist ]; then auditwheel repair dist/*.whl -w dist_repaired rm -rf dist mv dist_repaired dist fi cd ../.. - name: Repair wheels (macOS) if: runner.os == 'macOS' run: | # Determine deployment target based on runner OS # macos-15-intel runs macOS 15, so target 15.0 (system libraries require it) if [[ "${{ matrix.os }}" == "macos-15-intel" ]]; then HNSW_TARGET="15.0" DISKANN_TARGET="15.0" elif [[ "${{ matrix.os }}" == macos-14* ]]; then HNSW_TARGET="14.0" DISKANN_TARGET="14.0" elif [[ "${{ matrix.os }}" == macos-15* ]]; then HNSW_TARGET="15.0" DISKANN_TARGET="15.0" elif [[ "${{ matrix.os }}" == macos-26* ]]; then HNSW_TARGET="26.0" DISKANN_TARGET="26.0" fi # Repair HNSW wheel cd packages/leann-backend-hnsw if [ -d dist ]; then export MACOSX_DEPLOYMENT_TARGET=$HNSW_TARGET delocate-wheel -w dist_repaired -v --require-target-macos-version $HNSW_TARGET dist/*.whl rm -rf dist mv dist_repaired dist fi cd ../.. # Repair DiskANN wheel cd packages/leann-backend-diskann if [ -d dist ]; then export MACOSX_DEPLOYMENT_TARGET=$DISKANN_TARGET delocate-wheel -w dist_repaired -v --require-target-macos-version $DISKANN_TARGET dist/*.whl rm -rf dist mv dist_repaired dist fi cd ../.. - name: Repair wheels (Windows) if: runner.os == 'Windows' run: | # Repair HNSW wheel cd packages/leann-backend-hnsw if [ -d dist ]; then delvewheel repair dist/*.whl -w dist_repaired --add-path "${VCPKG_INSTALLATION_ROOT}/installed/x64-windows/bin" rm -rf dist mv dist_repaired dist fi cd ../.. # Repair DiskANN wheel. # DiskANN's CMake install bundles diskann.dll and libiomp5md.dll inside # the wheel, but delvewheel doesn't search inside the wheel for deps. # Extract the wheel so delvewheel can discover them via --add-path. cd packages/leann-backend-diskann if [ -d dist ]; then # Extract the wheel and build --add-path with native Windows paths. # mktemp returns Git Bash paths (/tmp/...) that delvewheel.exe can't # resolve, so use Python for the entire extract-and-repair flow. python -c " import zipfile, sys, glob, tempfile, subprocess, os, shutil whl = glob.glob('dist/*.whl')[0] tmpdir = tempfile.mkdtemp(prefix='diskann_whl_') zipfile.ZipFile(whl).extractall(tmpdir) add_paths = [os.environ.get('VCPKG_INSTALLATION_ROOT','') + '/installed/x64-windows/bin', os.environ.get('INTEL_OMP_BIN_DIR','')] for entry in os.listdir(tmpdir): full = os.path.join(tmpdir, entry) if os.path.isdir(full): add_paths.append(full) add_path_str = ';'.join(p for p in add_paths if p) print(f'add-path: {add_path_str}') rc = subprocess.call([sys.executable, '-m', 'delvewheel', 'repair', whl, '-w', 'dist_repaired', '--add-path', add_path_str]) shutil.rmtree(tmpdir, ignore_errors=True) sys.exit(rc) " rm -rf dist mv dist_repaired dist fi cd ../.. - name: List built packages run: | echo "📦 Built packages:" find packages/*/dist -name "*.whl" -o -name "*.tar.gz" | sort - name: Install built packages for testing run: | retry() { local attempts=$1 shift local n=1 while true; do "$@" && break if [[ $n -ge $attempts ]]; then echo "Command failed after $n attempts: $*" return 1 fi echo "Command failed (attempt $n/$attempts). Retrying in 5s: $*" sleep 5 n=$((n + 1)) done } # Create uv-managed virtual environment with the requested interpreter retry 5 uv python install ${{ matrix.python }} uv venv --python ${{ matrix.python }} source .venv/bin/activate || source .venv/Scripts/activate if [[ "$RUNNER_OS" == "Windows" ]]; then UV_PY=".venv\\Scripts\\python.exe" else UV_PY=".venv/bin/python" fi # Install test dependency group only (avoids reinstalling project package) retry 5 uv pip install --python "$UV_PY" --group test # Install core wheel built in this job CORE_WHL=$(find packages/leann-core/dist -maxdepth 1 -name "*.whl" -print -quit) if [[ -n "$CORE_WHL" ]]; then retry 5 uv pip install --python "$UV_PY" "$CORE_WHL" else retry 5 uv pip install --python "$UV_PY" packages/leann-core/dist/*.tar.gz fi PY_TAG=$($UV_PY -c "import sys; print(f'cp{sys.version_info[0]}{sys.version_info[1]}')") if [[ "$RUNNER_OS" == "macOS" ]]; then # macos-15-intel runs macOS 15, so target 15.0 (system libraries require it) if [[ "${{ matrix.os }}" == "macos-15-intel" ]]; then export MACOSX_DEPLOYMENT_TARGET=15.0 elif [[ "${{ matrix.os }}" == macos-14* ]]; then export MACOSX_DEPLOYMENT_TARGET=14.0 elif [[ "${{ matrix.os }}" == macos-15* ]]; then export MACOSX_DEPLOYMENT_TARGET=15.0 elif [[ "${{ matrix.os }}" == macos-26* ]]; then export MACOSX_DEPLOYMENT_TARGET=26.0 fi fi HNSW_WHL=$(find packages/leann-backend-hnsw/dist -maxdepth 1 -name "*-${PY_TAG}-*.whl" -print -quit) if [[ -z "$HNSW_WHL" ]]; then HNSW_WHL=$(find packages/leann-backend-hnsw/dist -maxdepth 1 -name "*-py3-*.whl" -print -quit) fi if [[ -n "$HNSW_WHL" ]]; then retry 5 uv pip install --python "$UV_PY" "$HNSW_WHL" else retry 5 uv pip install --python "$UV_PY" ./packages/leann-backend-hnsw fi DISKANN_WHL=$(find packages/leann-backend-diskann/dist -maxdepth 1 -name "*-${PY_TAG}-*.whl" -print -quit) if [[ -z "$DISKANN_WHL" ]]; then DISKANN_WHL=$(find packages/leann-backend-diskann/dist -maxdepth 1 -name "*-py3-*.whl" -print -quit) fi if [[ -n "$DISKANN_WHL" ]]; then retry 5 uv pip install --python "$UV_PY" "$DISKANN_WHL" else retry 5 uv pip install --python "$UV_PY" ./packages/leann-backend-diskann fi IVF_WHL=$(find packages/leann-backend-ivf/dist -maxdepth 1 -name "*.whl" -print -quit) if [[ -n "$IVF_WHL" ]]; then retry 5 uv pip install --python "$UV_PY" "$IVF_WHL" else retry 5 uv pip install --python "$UV_PY" ./packages/leann-backend-ivf fi LEANN_WHL=$(find packages/leann/dist -maxdepth 1 -name "*.whl" -print -quit) if [[ -n "$LEANN_WHL" ]]; then retry 5 uv pip install --python "$UV_PY" "$LEANN_WHL" else retry 5 uv pip install --python "$UV_PY" packages/leann/dist/*.tar.gz fi - name: Run tests with pytest env: CI: true OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} HF_HUB_DISABLE_SYMLINKS: 1 TOKENIZERS_PARALLELISM: false PYTORCH_ENABLE_MPS_FALLBACK: 0 OMP_NUM_THREADS: 1 MKL_NUM_THREADS: 1 run: | source .venv/bin/activate || source .venv/Scripts/activate pytest tests/ -v --tb=short - name: Run sanity checks (optional) run: | # Activate virtual environment source .venv/bin/activate || source .venv/Scripts/activate # Run distance function tests if available if [ -f test/sanity_checks/test_distance_functions.py ]; then echo "Running distance function sanity checks..." python test/sanity_checks/test_distance_functions.py || echo "⚠️ Distance function test failed, continuing..." fi - name: Upload artifacts uses: actions/upload-artifact@v4 with: name: packages-${{ matrix.os }}-py${{ matrix.python }} path: packages/*/dist/ arch-smoke: name: Arch Linux smoke test (install & import) needs: build runs-on: ubuntu-latest container: image: archlinux:latest steps: - name: Prepare system run: | # Initialize pacman keyring to avoid "no secret key available" error pacman-key --init pacman -Syu --noconfirm # Install build essentials (uv will manage Python version) pacman -S --noconfirm gcc git zlib openssl - name: Download ALL wheel artifacts from this run uses: actions/download-artifact@v5 with: # Don't specify name, download all artifacts path: ./wheels - name: Install uv uses: astral-sh/setup-uv@v6 - name: Create virtual environment and install wheels run: | retry() { local attempts=$1 shift local n=1 while true; do "$@" && break if [[ $n -ge $attempts ]]; then echo "Command failed after $n attempts: $*" return 1 fi echo "Command failed (attempt $n/$attempts). Retrying in 10s: $*" sleep 10 n=$((n + 1)) done } # Use Python 3.13 explicitly (Arch has Python 3.14 which PyO3/tokenizers doesn't support yet) retry 5 uv python install 3.13 uv venv --python 3.13 source .venv/bin/activate || source .venv/Scripts/activate # Flatten artifact subdirectories into a single wheelhouse. # actions/download-artifact stores each artifact in its own folder and # pip/uv --find-links does not recurse into nested directories. mkdir -p wheelhouse find wheels -name "*.whl" -exec cp {} wheelhouse/ \; # Prefer wheels produced in this workflow run for our internal packages, # but still allow dependencies to be installed from the normal index. retry 5 uv pip install --find-links wheelhouse leann-core retry 5 uv pip install --find-links wheelhouse leann-backend-hnsw retry 5 uv pip install --find-links wheelhouse leann-backend-diskann retry 5 uv pip install --find-links wheelhouse leann-backend-ivf retry 5 uv pip install --find-links wheelhouse leann - name: Import & tiny runtime check env: OMP_NUM_THREADS: 1 MKL_NUM_THREADS: 1 run: | source .venv/bin/activate || source .venv/Scripts/activate python - <<'PY' import numpy as np import leann import leann_backend_hnsw as h import leann_backend_diskann as d import leann_backend_ivf as ivf from leann import LeannBuilder, LeannSearcher b = LeannBuilder( backend_name="hnsw", dimensions=2, is_compact=False, is_recompute=False, ) b.add_text("hello arch") b.build_index_from_arrays( "arch_demo.leann", ["0"], np.asarray([[1.0, 0.0]], dtype=np.float32), ) with LeannSearcher( "arch_demo.leann", recompute_embeddings=False, enable_warmup=False, ) as s: s.backend_impl.compute_query_embedding = lambda *args, **kwargs: np.asarray( [[1.0, 0.0]], dtype=np.float32 ) result = s.search("hello", top_k=1) assert result and result[0].text == "hello arch" print("arch smoke ok") PY