Interactive plots are on the website. #62
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| name: ANN benchmarks | |
| on: [push, pull_request] | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| include: | |
| - library: annoy | |
| dataset: random-xs-20-angular | |
| - library: dolphinn | |
| dataset: random-xs-20-angular | |
| - library: faiss | |
| dataset: random-xs-20-angular | |
| - library: flann | |
| dataset: random-xs-20-angular | |
| - library: kgraph | |
| dataset: random-xs-20-angular | |
| - library: milvus | |
| dataset: random-xs-20-angular | |
| - library: mrpt | |
| dataset: random-xs-20-angular | |
| - library: n2 | |
| dataset: random-xs-20-angular | |
| - library: nearpy | |
| dataset: random-xs-20-angular | |
| - library: ngt | |
| dataset: random-xs-20-angular | |
| - library: nmslib | |
| dataset: random-xs-20-angular | |
| - library: hnswlib | |
| dataset: random-xs-20-angular | |
| - library: puffinn | |
| dataset: random-xs-20-angular | |
| - library: pynndescent | |
| dataset: random-xs-20-angular | |
| - library: rpforest | |
| dataset: random-xs-20-angular | |
| - library: sklearn | |
| dataset: random-xs-20-angular | |
| - library: sptag | |
| dataset: random-xs-20-angular | |
| - library: mih | |
| dataset: random-xs-16-hamming | |
| - library: datasketch | |
| dataset: random-s-jaccard | |
| - library: scann | |
| dataset: random-xs-20-angular | |
| - library: elasticsearch | |
| dataset: random-xs-20-angular | |
| - library: elastiknn | |
| dataset: random-xs-20-angular | |
| - library: opensearchknn | |
| dataset: random-xs-20-angular | |
| - library: diskann | |
| dataset: random-xs-20-angular | |
| - library: puffinn | |
| dataset: random-s-jaccard | |
| - library: pynndescent | |
| dataset: random-s-jaccard | |
| - library: vespa | |
| dataset: random-xs-20-angular | |
| - library: scipy | |
| dataset: random-xs-20-angular | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v2 # Pull the repository | |
| - name: Set up Python 3.6 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.6 | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements.txt | |
| python install.py | |
| env: | |
| LIBRARY: ${{ matrix.library }} | |
| DATASET: ${{ matrix.dataset }} | |
| - name: Run the benchmark | |
| run: | | |
| python run.py --docker-tag ann-benchmarks-${LIBRARY} --max-n-algorithms 5 --dataset $DATASET --run-disabled --timeout 300 | |
| python run.py --docker-tag ann-benchmarks-${LIBRARY} --max-n-algorithms 5 --dataset $DATASET --run-disabled --batch --timeout 300 | |
| sudo chmod -R 777 results/ | |
| python plot.py --dataset $DATASET --output plot.png | |
| python plot.py --dataset $DATASET --output plot-batch.png --batch | |
| python -m unittest test/test-metrics.py | |
| python -m unittest test/test-jaccard.py | |
| python create_website.py --outputdir . --scatter --latex | |
| env: | |
| LIBRARY: ${{ matrix.library }} | |
| DATASET: ${{ matrix.dataset }} |