Add support for pgvector's hnsw (0.7.4) and generic support for Postgres (16) indexes #827
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| # Contributed by @GuilhemN in https://github.com/erikbern/ann-benchmarks/pull/233 | |
| name: Billion-Scale ANN Benchmarks, NeurIPS 2021 | |
| on: [push, pull_request] | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| include: | |
| # - algorithm: faiss-ivf | |
| # library: faissconda | |
| # dataset: random-xs | |
| - algorithm: faiss-t1 | |
| dataset: random-xs | |
| library: faissconda | |
| # - algorithm: puck-t1 | |
| # dataset: random-xs | |
| # library: puck | |
| # - algorithm: faiss-t1 | |
| # dataset: random-range-xs | |
| # library: faissconda | |
| # - algorithm: diskann-t2 | |
| # dataset: random-xs | |
| # library: diskann | |
| # - algorithm: diskann-t2 | |
| # dataset: random-range-xs | |
| # library: diskann | |
| - algorithm: bbann | |
| dataset: random-xs | |
| library: bbann | |
| - algorithm: bbann | |
| dataset: random-range-xs | |
| library: bbann | |
| # - algorithm: httpann_example | |
| # dataset: random-xs | |
| # library: httpann_example | |
| # - algorithm: httpann_example | |
| # dataset: random-range-xs | |
| # library: httpann_example | |
| # - algorithm : kst_ann_t1 | |
| # dataset: random-xs | |
| # library: kst_ann_t1 | |
| # - algorithm: buddy-t1 | |
| # dataset: random-xs | |
| # library: faissconda | |
| # - algorithm: buddy-t1 | |
| # dataset: random-range-xs | |
| # library: faissconda | |
| # - algorithm: kota-t2 | |
| # dataset: random-xs | |
| # library: kota | |
| # - algorithm: kota-t2 | |
| # dataset: random-range-xs | |
| # library: kota | |
| # - algorithm: team11 | |
| # dataset: random-xs | |
| # library: faissconda | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v2 # Pull the repository | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.10' | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements_py3.10.txt | |
| python install.py | |
| env: | |
| LIBRARY: ${{ matrix.library }} | |
| DATASET: ${{ matrix.dataset }} | |
| - name: Run the benchmark | |
| run: | | |
| python create_dataset.py --dataset $DATASET | |
| python run.py --algorithm $ALGORITHM --max-n-algorithms 2 --dataset $DATASET --timeout 600 | |
| sudo chmod -R 777 results/ | |
| python plot.py --dataset $DATASET --output plot.png | |
| python data_export.py --output test.csv | |
| env: | |
| ALGORITHM: ${{ matrix.algorithm}} | |
| DATASET: ${{ matrix.dataset }} |