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benchmark.yml
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name: hello-world
on:
push:
env:
DAFT_ANALYTICS_ENABLED: '0'
TPCH_SCALE_FACTOR: '4'
TPCH_NUM_PARTS: '32'
PYTHON_VERSION: '3.9'
jobs:
profile-daft:
runs-on: [self-hosted, linux, arm64, default]
timeout-minutes: 30
strategy:
fail-fast: false
steps:
- name: Install rustup
run: curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -- -y
- uses: actions/checkout@v3
- uses: moonrepo/setup-rust@v0
with:
cache: false
- uses: Swatinem/rust-cache@v2
with:
key: ${{ runner.os }}-profile
cache-all-crates: 'true'
- name: Set up Python ${{ env.PYTHON_VERSION }}
uses: actions/setup-python@v4
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Setup Virtual Env
run: |
python -m venv venv
echo "$GITHUB_WORKSPACE/venv/bin" >> $GITHUB_PATH
- name: Install dependencies
run: |
pip install --upgrade pip
pip install -r requirements-dev.txt
- name: Build Rust Library
env:
RUSTFLAGS: -Ctarget-cpu=native
run: |
source activate
maturin develop --release
- uses: actions/cache@v3
env:
cache-name: profiling-cache-tpch-data
with:
path: data/tpch-dbgen
key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ env.TPCH_SCALE_FACTOR }}-${{ env.TPCH_NUM_PARTS }}-${{ hashFiles('tests/integration/test_tpch.py', 'benchmarking/tpch/**') }}
- name: Generate TPCH Data
run: python benchmarking/tpch/data_generation.py --scale_factor=${{ env.TPCH_SCALE_FACTOR }} --num_parts=${{ env.TPCH_NUM_PARTS }} --generate_parquet
- name: Run Profiling on TPCH Benchmark
env:
DAFT_DEVELOPER_USE_THREAD_POOL: '0'
run: |
py-spy record --native --function -o tpch-${{github.run_id}}.txt -f speedscope -- python benchmarking/tpch/__main__.py --scale_factor=${{ env.TPCH_SCALE_FACTOR }} --num_parts=${{ env.TPCH_NUM_PARTS }} --skip_warmup || true
- name: Run GIL Profiling on TPCH Benchmark
env:
DAFT_DEVELOPER_USE_THREAD_POOL: '0'
run: |
py-spy record --native --function --gil -o tpch-gil-${{github.run_id}}.txt -f speedscope -- python benchmarking/tpch/__main__.py --scale_factor=${{ env.TPCH_SCALE_FACTOR }} --num_parts=${{ env.TPCH_NUM_PARTS }} --skip_warmup || true
- name: Upload Profile
uses: actions/upload-artifact@v3
with:
name: speedscope-profile
path: tpch-*.txt
- name: Send Slack notification on failure
uses: slackapi/[email protected]
if: failure()
with:
payload: |
{
"blocks": [
{
"type": "section",
"text": {
"type": "mrkdwn",
"text": ":rotating_light: Run Profiling on the TPCH Benchmark <${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|workflow> *FAILED* :rotating_light:"
}
}
]
}
env:
SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }}
SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK