Update requirements.txt #144
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| name: GitHub-Hauptaktion | |
| on: | |
| push: | |
| pull_request: | |
| schedule: | |
| - cron: "0 3 17 * *" | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| SKIP_HYRISE: false | |
| SKIP_MONETDB: false | |
| SKIP_DUCKDB: false | |
| SCALE_FACTOR: 0.5 | |
| CMAKE_GENERATOR: Ninja | |
| jobs: | |
| hyrise_full_pipeline: | |
| name: Hyrise - Full calibration and evaluation pipeline | |
| runs-on: ubuntu-24.04 | |
| outputs: | |
| core_count: ${{ steps.core_client_counts.outputs.core_count }} | |
| client_count: ${{ steps.core_client_counts.outputs.client_count }} | |
| calibration_run: ${{ steps.calibration.outputs.calibration_run }} | |
| steps: | |
| - uses: actions/checkout@master | |
| with: | |
| submodules: recursive | |
| - name: Install dependencies for Act setup | |
| if: ${{ env.ACT }} | |
| run: | | |
| sudo apt-get update -y -qq | |
| sudo apt-get install -y -qq git build-essential cmake python3-pip | |
| - name: Install dependencies | |
| run: | | |
| sudo apt-get update -y -qq | |
| sudo add-apt-repository ppa:deadsnakes/ppa --yes | |
| sudo apt search postgresql-server-dev | |
| # We don't use Hyrise's install_dependencies script as it includes much more than needed for this small setup here. | |
| sudo apt-get install -y ninja-build libboost-all-dev postgresql-server-dev-16 libtbb-dev systemtap-sdt-dev lld numactl python3.11-full python3.11-venv | |
| python3.11 -m venv ~/venv | |
| source ~/venv/bin/activate | |
| #python -m ensurepip --upgrade | |
| #python -m pip install --upgrade pip | |
| #python -m pip install --upgrade setuptools | |
| #pip3 install setuptools # --quiet ... needed for latest Python version, re-check later | |
| python -m pip install -r python/requirements.txt # --quiet | |
| - name: Determine core and client counts for database comparison | |
| id: core_client_counts | |
| run: | | |
| core_count=`grep -Pc '^processor\t' /proc/cpuinfo` | |
| client_count=$(python -c "import math; print(int(math.ceil(${core_count}*0.75)))") | |
| comparison_runtime=$(python -c "print(min(1800, max(300, int(${{ env.SCALE_FACTOR }}*3500))))") | |
| echo "Using ${core_count} cores and ${client_count} clients, comparison benchmarks running for ${comparison_runtime} seconds." | |
| echo "CORE_COUNT=${core_count}" >> $GITHUB_ENV | |
| echo "CLIENT_COUNT=${client_count}" >> $GITHUB_ENV | |
| echo "COMPARISON_RUNTIME=${comparison_runtime}" >> $GITHUB_ENV | |
| echo "core_count=${core_count}" >> $GITHUB_OUTPUT | |
| echo "client_count=${client_count}" >> $GITHUB_OUTPUT | |
| - name: Build release server and plugins | |
| if: env.SKIP_HYRISE == 'false' | |
| run: | | |
| mkdir -p encoding_plugin/rel | |
| pushd encoding_plugin/rel > /dev/null | |
| # Erase all encoding types. Hurts performance but allows us to compile in release mode with GitHub runners. | |
| cmake -DCMAKE_BUILD_TYPE=Release -DHAVE_POSIX_REGEX=0 -DTHREADS_PREFER_PTHREAD_FLAG=1 -DCMAKE_THREAD_LIBS_INIT="-lpthread" -DCMAKE_HAVE_THREADS_LIBRARY=1 -DCMAKE_USE_PTHREADS_INIT=1 -DERASE_SEGMENT_TYPES=Dictionary,LZ4,RunLength,FSST,FrameOfReference,Unencoded,FixedStringDictionary .. | |
| cmake --build . --target hyriseServer WorkloadStatisticsPlugin WorkloadHandlerPlugin CommandExecutorPlugin DataCharacteristicsPlugin | |
| popd > /dev/null | |
| - name: Run calibration - data collection phase (TPC-H only) | |
| if: env.SKIP_HYRISE == 'false' | |
| run: | | |
| # We have a custom CMake target that might not trigger correctly. Since we don't use TPC-DS in this GitHub Action | |
| # run here, creating an empty directory should be fine. | |
| rm -rf encoding_plugin/rel/resources || true # mkdir -p does not work wity symlinks. Just get it done. | |
| mkdir -p encoding_plugin/rel/resources/benchmark/tpcds/tpcds-result-reproduction/query_qualification | |
| pushd python > /dev/null | |
| python3 runner.py --hyrise_server_path=../encoding_plugin/rel/ --base_benchmark_runs=1 --single_benchmark=TPC-H --execute=calibration --scale_factor ${{ env.SCALE_FACTOR }} --random_encoding_configs_count=3 | |
| popd > /dev/null | |
| - name: Run calibration - learn runtime and size models | |
| id: calibration | |
| if: env.SKIP_HYRISE == 'false' | |
| run: | | |
| pushd python > /dev/null | |
| calibration_run=`ls -t calibration | grep -v 'results' | head -n1` | |
| # Run pipeline without selection. | |
| python3 encoding_selection_pipeline.py --calibration_dir=calibration/${calibration_run} --skip_phases selection | |
| popd > /dev/null | |
| echo "calibration_run=${calibration_run}" >> $GITHUB_OUTPUT | |
| echo "CALIBRATION_RUN=${calibration_run}" >> $GITHUB_ENV | |
| - name: Run encoding selection | |
| if: env.SKIP_HYRISE == 'false' | |
| run: | | |
| pushd python > /dev/null | |
| # Run selection. For simplicity: use calibration workload as workload to optimize. | |
| python3 encoding_selection_pipeline.py --calibration_dir=calibration/${{ env.CALIBRATION_RUN }} --use_calibration_as_workload --skip_phases load_csv prepare learn_runtime learn_size --budget_steps_stretch_factor 5.0 | |
| popd > /dev/null | |
| - name: Benchmark encoding configurations | |
| if: env.SKIP_HYRISE == 'false' | |
| run: | | |
| pushd python | |
| python3 runner.py --hyrise_server_path=../encoding_plugin/rel/ --execute=evaluation --configurations_dir "evaluation/${{ env.CALIBRATION_RUN }}/configurations__default/TPCH" --results_dir "evaluation/${{ env.CALIBRATION_RUN }}/results/TPCH" --scale_factor ${{ env.SCALE_FACTOR }} --single_benchmark=TPCH --port 5551 | |
| popd | |
| - name: Benchmark non-constrained Hyrise (database comparison) | |
| if: env.SKIP_HYRISE == 'false' | |
| run: | | |
| pushd python | |
| python3 db_comparison_runner.py hyrise --hyrise_server_path=../encoding_plugin/rel/ --cores=${{ env.CORE_COUNT }} --scale_factor=${{ env.SCALE_FACTOR }} --clients=${{ env.CLIENT_COUNT }} --time=${{ env.COMPARISON_RUNTIME }} | |
| python3 db_comparison_runner.py hyrise --hyrise_server_path=../encoding_plugin/rel/ --cores=${{ env.CORE_COUNT }} --scale_factor=${{ env.SCALE_FACTOR }} --determine_size_only | |
| popd | |
| - name: Benchmark budget-constrained Hyrise (database comparison) | |
| if: env.SKIP_HYRISE == 'false' | |
| run: | | |
| pushd python | |
| python3 runner.py --hyrise_server_path=../encoding_plugin/rel/ --execute=evaluation --configurations_dir "evaluation/${{ env.CALIBRATION_RUN }}/configurations__default/TPCH/LPCompressionSelection" --results_dir "evaluation/${{ env.CALIBRATION_RUN }}/results/TPCH/LPCompressionSelection" --scale_factor ${{ env.SCALE_FACTOR }} --single_benchmark=TPCH --port 5551 --cores=${{ env.CORE_COUNT }} --clients=${{ env.CLIENT_COUNT }} | |
| popd | |
| - name: Upload benchmark results (non-constrained) | |
| uses: actions/upload-artifact@master | |
| if: env.SKIP_HYRISE == 'false' | |
| with: | |
| name: comparison_results_hyrise_non-constrained | |
| path: | | |
| python/db_comparison_results/*.csv | |
| - name: Upload benchmark results (budget-constrained) | |
| uses: actions/upload-artifact@master | |
| if: env.SKIP_HYRISE == 'false' | |
| with: | |
| name: comparison_results_hyrise_budget-constrained | |
| path: | | |
| python/evaluation/${{ env.CALIBRATION_RUN }}/results/TPCH/*.csv | |
| python/evaluation/${{ env.CALIBRATION_RUN }}/results/TPCH/LPCompressionSelection/*.csv | |
| database_comparison: | |
| name: Database Comparison | |
| runs-on: ubuntu-24.04 | |
| outputs: | |
| core_count: ${{ steps.core_client_counts.outputs.core_count }} | |
| client_count: ${{ steps.core_client_counts.outputs.client_count }} | |
| steps: | |
| - uses: actions/checkout@master | |
| - uses: actions/checkout@master | |
| if: env.SKIP_MONETDB == 'false' | |
| with: | |
| token: ${{ secrets.PAT }} | |
| repository: MonetDB/MonetDB | |
| ref: 'Sep2022_7' # checking out the latest tag as the current master does not compile with GCC 11 (as of 2022-11-17) | |
| path: ./MonetDB | |
| - uses: actions/checkout@master | |
| if: env.SKIP_MONETDB == 'false' | |
| with: | |
| token: ${{ secrets.PAT }} | |
| repository: MonetDBSolutions/tpch-scripts | |
| path: ./tpch-scripts | |
| - uses: actions/checkout@master | |
| if: env.SKIP_DUCKDB == 'false' | |
| with: | |
| token: ${{ secrets.PAT }} | |
| repository: electrum/tpch-dbgen | |
| path: ./tpch-dbgen | |
| - name: Determine client and core counts for database comparison | |
| id: core_client_counts | |
| run: | | |
| core_count=`grep -Pc '^processor\t' /proc/cpuinfo` | |
| client_count=$(python -c "import math; print(int(math.ceil(${core_count}*0.75)))") | |
| comparison_runtime=$(python -c "print(min(1800, max(300, int(${{ env.SCALE_FACTOR }}*3500))))") | |
| echo "Using ${core_count} cores and ${client_count} clients, comparison benchmarks running for ${comparison_runtime} seconds." | |
| echo "CORE_COUNT=${core_count}" >> $GITHUB_ENV | |
| echo "CLIENT_COUNT=${client_count}" >> $GITHUB_ENV | |
| echo "COMPARISON_RUNTIME=${comparison_runtime}" >> $GITHUB_ENV | |
| echo "core_count=${core_count}" >> $GITHUB_OUTPUT | |
| echo "client_count=${client_count}" >> $GITHUB_OUTPUT | |
| - name: Install dependencies for Act setup | |
| if: ${{ env.ACT }} | |
| run: | | |
| sudo apt-get update -y -qq | |
| sudo apt-get install -y -qq git build-essential cmake python3-pip | |
| - name: Install dependencies | |
| run: | | |
| sudo apt-get update -y -qq | |
| DEBIAN_FRONTEND=noninteractive sudo apt-get install -y -qq ninja-build postgresql-server-dev-16 numactl bison python3-venv | |
| python3 -m venv ~/venv | |
| source ~/venv/bin/activate | |
| pip3 install -r python/requirements.txt #--quiet | |
| - name: Setup MonetDB | |
| if: env.SKIP_MONETDB == 'false' | |
| run: | | |
| pushd MonetDB | |
| mkdir rel | |
| pushd rel | |
| cmake -DCMAKE_INSTALL_PREFIX=~/monetdb_bin/ -DASSERT=OFF -DCMAKE_BUILD_TYPE=Release .. 1> /dev/null | |
| cmake --build . --target install | |
| echo "${HOME}/monetdb_bin/bin" >> $GITHUB_PATH | |
| popd | |
| popd | |
| - name: Generate TPC-H data set (MonetDB) | |
| if: env.SKIP_MONETDB == 'false' | |
| run: | | |
| mkdir -p monetdb_farm | |
| pushd tpch-scripts | |
| ./tpch_build.sh -s ${{ env.SCALE_FACTOR }} -f ~/monetdb_farm | |
| popd | |
| - name: Benchmark MonetDB (database comparison) | |
| if: env.SKIP_MONETDB == 'false' | |
| run: | | |
| pushd python | |
| python3 db_comparison_runner.py monetdb --cores=${{ env.CORE_COUNT }} --scale_factor=${{ env.SCALE_FACTOR }} --clients=${{ env.CLIENT_COUNT }} --time=${{ env.COMPARISON_RUNTIME }} | |
| python3 db_comparison_runner.py monetdb --cores=${{ env.CORE_COUNT }} --scale_factor=${{ env.SCALE_FACTOR }} --determine_size_only | |
| popd | |
| - name: Generate TPC-H data set (for DuckDB and Umbra) | |
| if: env.SKIP_DUCKDB == 'false' | |
| run: | | |
| pushd tpch-dbgen | |
| make &> /dev/null | |
| ./dbgen -s ${{ env.SCALE_FACTOR }} -f | |
| mkdir -p sf${{ env.SCALE_FACTOR }} | |
| mv *.tbl sf${{ env.SCALE_FACTOR }} | |
| popd | |
| mv tpch-dbgen ~ | |
| - name: Benchmark DuckDB (database comparison) | |
| if: env.SKIP_DUCKDB == 'false' | |
| run: | | |
| pushd python | |
| python3 db_comparison_runner.py duckdb --cores=${{ env.CORE_COUNT }} --scale_factor=${{ env.SCALE_FACTOR }} --clients=${{ env.CLIENT_COUNT }} --time=${{ env.COMPARISON_RUNTIME }} | |
| python3 db_comparison_runner.py duckdb --cores=${{ env.CORE_COUNT }} --scale_factor=${{ env.SCALE_FACTOR }} --determine_size_only | |
| popd | |
| - name: Upload benchmark results | |
| uses: actions/upload-artifact@master | |
| if: env.SKIP_DUCKDB == 'false' || env.SKIP_MONETDB == 'false' | |
| with: | |
| name: comparison_results | |
| path: | | |
| python/db_comparison_results/*.csv | |
| plotting: | |
| needs: [hyrise_full_pipeline, database_comparison] | |
| name: Plotting | |
| runs-on: ubuntu-24.04 | |
| steps: | |
| - uses: actions/checkout@master | |
| - uses: r-lib/actions/setup-r@v2 | |
| - uses: actions/download-artifact@master | |
| with: | |
| name: comparison_results | |
| path: results_to_plot | |
| - uses: actions/download-artifact@master | |
| with: | |
| name: comparison_results_hyrise_non-constrained | |
| path: results_to_plot | |
| - uses: actions/download-artifact@master | |
| with: | |
| name: comparison_results_hyrise_budget-constrained | |
| path: results_to_plot | |
| - name: Set environment variables | |
| run: | | |
| echo "HYRISE_CORE_COUNT=${{ needs.hyrise_full_pipeline.outputs.core_count }}" >> $GITHUB_ENV | |
| echo "HYRISE_CLIENT_COUNT=${{ needs.hyrise_full_pipeline.outputs.client_count }}" >> $GITHUB_ENV | |
| echo "CALIBRATION_RUN=${{ needs.hyrise_full_pipeline.outputs.calibration_run }}" >> $GITHUB_ENV | |
| echo "COMPARISON_CORE_COUNT=${{ needs.database_comparison.outputs.core_count }}" >> $GITHUB_ENV | |
| echo "COMPARISON_CLIENT_COUNT=${{ needs.database_comparison.outputs.client_count }}" >> $GITHUB_ENV | |
| # Install R packages (install action did not work with act) | |
| - name: Install dependencies | |
| run: | | |
| install.packages(c( | |
| "dplyr", | |
| "ggplot2", | |
| "ggrepel" | |
| )) | |
| shell: Rscript {0} | |
| - name: Plot | |
| run: | | |
| source("R/plot.R") | |
| shell: Rscript {0} | |
| - name: Upload database comparison plot | |
| uses: actions/upload-artifact@master | |
| with: | |
| name: database_comparison | |
| path: | | |
| db_comparison.pdf |