Update milvus 2.4.8, pymilvus 2.4.5: https://github.com/milvus-io/mil… #29
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| name: BigVectorBench-Run | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| workflow_dispatch: | |
| # Cancel the workflow for the previous commit when the new commit is pushed. | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: True | |
| jobs: | |
| unit-tests: | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - run: sudo apt-get update && sudo apt-get install -y libhdf5-dev python3-numpy python3-scipy python3-matplotlib python3-sklearn | |
| - run: pip3 install --quiet -r requirements.txt | |
| - run: python -m pytest | |
| run-benchmarks: | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| dataset: [random-xs-32-euclidean, random-xs-32-euclidean-2filter] | |
| library: | |
| - bruteforce | |
| - dummy_algo | |
| - milvus | |
| - qdrant | |
| - weaviate | |
| # - vearch # Vearch test is disabled temporarily due to disk space constraints. | |
| # GPU support is not available in the free tier | |
| # - milvus_gpu | |
| # - vearch_gpu | |
| name: ${{ matrix.library }} (${{ matrix.dataset }}) | |
| env: | |
| LIBRARY: ${{ matrix.library }} | |
| DATASET: ${{ matrix.dataset }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install OS Dependencies | |
| run: sudo apt-get update && sudo apt-get install -y libhdf5-dev python3-numpy python3-scipy python3-matplotlib python3-sklearn | |
| - name: Install Project Dependencies | |
| run: pip3 install --quiet -r requirements.txt | |
| - name: Build Library Docker Image | |
| run: python3 install.py --algorithm ${LIBRARY} | |
| # python3 run.py --docker-tag bigvectorbench-${LIBRARY} --max-n-algorithms 2 --runs 1 --dataset ${DATASET} --run-disabled --batch --timeout 300 | |
| # python3 plot.py --dataset ${DATASET} --output plot-batch.png --batch | |
| - name: Run the benchmark | |
| run: | | |
| python3 run.py --docker-tag bigvectorbench-${LIBRARY} --max-n-algorithms 2 --runs 1 --dataset ${DATASET} --run-disabled --timeout 300 | |
| sudo chmod -R 777 results/ | |
| python3 plot.py --dataset ${DATASET} --output plot.png | |
| python3 data_export.py --out test.csv |