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bench-pr.yml
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# Runs all benchmarks once when we add the `action/benchmark` tag to a pull request.
name: PR Benchmarks
concurrency:
# The group causes runs to queue instead of running in parallel.
group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
# Don't cancel benchmarks that are already running, instead just queue them up.
cancel-in-progress: false
on:
pull_request:
types: [labeled, synchronize]
branches: ["develop"]
workflow_dispatch: { }
permissions:
actions: write # for removing labels
contents: read
pull-requests: write # for commenting on PRs
id-token: write # enables AWS-GitHub OIDC
jobs:
label_trigger:
runs-on: ubuntu-latest
timeout-minutes: 120
if: ${{ contains(github.event.head_commit.message, '[benchmark]') || github.event.label.name == 'action/benchmark' && github.event_name == 'pull_request' }}
steps:
# We remove the benchmark label first so that the workflow can be re-triggered.
- uses: actions-ecosystem/action-remove-labels@v1
if: ${{ github.event.pull_request.head.repo.full_name == 'vortex-data/vortex' }}
with:
labels: action/benchmark
fail_on_error: true
bench:
needs: label_trigger
timeout-minutes: 120
runs-on: >-
${{ github.repository == 'vortex-data/vortex'
&& format('runs-on={0}/runner=bench-dedicated/tag={1}{2}', github.run_id, matrix.benchmark.id, github.event.pull_request.head.repo.fork == false && '/extras=s3-cache' || '')
|| 'ubuntu-latest' }}
strategy:
matrix:
benchmark:
- id: random-access-bench
name: Random Access
build_args: "--features lance"
- id: compress-bench
name: Compression
if: ${{ contains(github.event.head_commit.message, '[benchmark]') || github.event.label.name == 'action/benchmark' && github.event_name == 'pull_request' }}
steps:
- uses: runs-on/action@v2
if: github.event.pull_request.head.repo.fork == false
with:
sccache: s3
- uses: actions/checkout@v6
with:
ref: ${{ github.event.pull_request.head.sha }}
- name: Setup benchmark environment
run: sudo bash scripts/setup-benchmark.sh
- uses: ./.github/actions/setup-rust
with:
repo-token: ${{ secrets.GITHUB_TOKEN }}
- name: Install DuckDB
run: |
wget -qO- https://github.com/duckdb/duckdb/releases/download/v1.4.2/duckdb_cli-linux-amd64.zip | funzip > duckdb
chmod +x duckdb
echo "$PWD" >> $GITHUB_PATH
- uses: ./.github/actions/system-info
- name: Build binary
shell: bash
env:
RUSTFLAGS: "-C target-cpu=native -C force-frame-pointers=yes"
run: |
cargo build --package ${{ matrix.benchmark.id }} --profile release_debug ${{ matrix.benchmark.build_args }}
- name: Setup Polar Signals
if: github.event.pull_request.head.repo.fork == false
uses: polarsignals/gh-actions-ps-profiling@v0.8.1
with:
polarsignals_cloud_token: ${{ secrets.POLAR_SIGNALS_API_KEY }}
labels: "branch=${{ github.ref_name }};gh_run_id=${{ github.run_id }};benchmark=${{ matrix.benchmark.id }}"
project_uuid: "e5d846e1-b54c-46e7-9174-8bf055a3af56"
profiling_frequency: 199
extra_args: "--off-cpu-threshold=0.03" # Personally tuned by @brancz
- name: Run ${{ matrix.benchmark.name }} benchmark
shell: bash
env:
RUST_BACKTRACE: full
run: |
bash scripts/bench-taskset.sh target/release_debug/${{ matrix.benchmark.id }} -d gh-json -o results.json
- name: Setup AWS CLI
if: github.event.pull_request.head.repo.fork == false
uses: aws-actions/configure-aws-credentials@v5
with:
role-to-assume: arn:aws:iam::245040174862:role/GitHubBenchmarkRole
aws-region: us-east-1
- name: Install uv
uses: spiraldb/actions/.github/actions/setup-uv@0.18.5
with:
sync: false
- name: Compare results
shell: bash
run: |
set -Eeu -o pipefail -x
base_commit_sha=$(\
curl -L \
-H "Accept: application/vnd.github+json" \
-H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
https://api.github.com/repos/vortex-data/vortex/actions/workflows/bench.yml/runs\?branch\=develop\&status\=success\&per_page\=1 \
| jq -r '.workflow_runs[].head_sha' \
)
python3 scripts/s3-download.py s3://vortex-ci-benchmark-results/data.json.gz data.json.gz --no-sign-request
gzip -d -c data.json.gz | grep $base_commit_sha > base.json
echo '# Benchmarks: ${{ matrix.benchmark.name }}' > comment.md
echo '' >> comment.md
uv run --no-project scripts/compare-benchmark-jsons.py base.json results.json "${{ matrix.benchmark.name }}" \
>> comment.md
cat comment.md >> $GITHUB_STEP_SUMMARY
- name: Comment PR
if: github.event.pull_request.head.repo.fork == false
uses: thollander/actions-comment-pull-request@v3
with:
file-path: comment.md
comment-tag: bench-pr-comment-${{ matrix.benchmark.id }}
- name: Comment PR on failure
if: failure() && inputs.mode == 'pr' && github.event.pull_request.head.repo.fork == false
uses: thollander/actions-comment-pull-request@v3
with:
message: |
# 🚨🚨🚨❌❌❌ BENCHMARK FAILED ❌❌❌🚨🚨🚨
Benchmark `${{ matrix.benchmark.name }}` failed! Check the [workflow run](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}) for details.
comment-tag: bench-pr-comment-${{ matrix.benchmark.id }}
sql:
needs: label_trigger
uses: ./.github/workflows/sql-benchmarks.yml
secrets: inherit
with:
mode: "pr"
benchmark_matrix: |
[
{
"id": "clickbench-nvme",
"subcommand": "clickbench",
"name": "Clickbench on NVME",
"targets": "datafusion:parquet,datafusion:vortex,duckdb:parquet,duckdb:vortex,duckdb:duckdb"
},
{
"id": "tpch-nvme",
"subcommand": "tpch",
"name": "TPC-H SF=1 on NVME",
"targets": "datafusion:arrow,datafusion:parquet,datafusion:vortex,datafusion:vortex-compact,duckdb:parquet,duckdb:vortex,duckdb:vortex-compact,duckdb:duckdb",
"scale_factor": "1.0"
},
{
"id": "tpch-s3",
"subcommand": "tpch",
"name": "TPC-H SF=1 on S3",
"local_dir": "vortex-bench/data/tpch/1.0",
"remote_storage": "s3://vortex-ci-benchmark-datasets/${{github.ref_name}}/${{github.run_id}}/tpch/1.0/",
"targets": "datafusion:parquet,datafusion:vortex,datafusion:vortex-compact,duckdb:parquet,duckdb:vortex,duckdb:vortex-compact",
"scale_factor": "1.0"
},
{
"id": "tpch-nvme-10",
"subcommand": "tpch",
"name": "TPC-H SF=10 on NVME",
"targets": "datafusion:arrow,datafusion:parquet,datafusion:vortex,datafusion:vortex-compact,duckdb:parquet,duckdb:vortex,duckdb:vortex-compact,duckdb:duckdb",
"scale_factor": "10.0"
},
{
"id": "tpch-s3-10",
"subcommand": "tpch",
"name": "TPC-H SF=10 on S3",
"local_dir": "vortex-bench/data/tpch/10.0",
"remote_storage": "s3://vortex-ci-benchmark-datasets/${{github.ref_name}}/${{github.run_id}}/tpch/10.0/",
"targets": "datafusion:parquet,datafusion:vortex,datafusion:vortex-compact,duckdb:parquet,duckdb:vortex,duckdb:vortex-compact",
"scale_factor": "10.0"
},
{
"id": "tpcds-nvme",
"subcommand": "tpcds",
"name": "TPC-DS SF=1 on NVME",
"targets": "datafusion:parquet,datafusion:vortex,datafusion:vortex-compact,duckdb:parquet,duckdb:vortex,duckdb:vortex-compact,duckdb:duckdb",
"scale_factor": "1.0"
},
{
"id": "statpopgen",
"subcommand": "statpopgen",
"name": "Statistical and Population Genetics",
"targets": "duckdb:parquet,duckdb:vortex,duckdb:vortex-compact",
"scale_factor": "100"
},
{
"id": "fineweb",
"subcommand": "fineweb",
"name": "FineWeb NVMe",
"targets": "datafusion:parquet,datafusion:vortex,datafusion:vortex-compact,duckdb:parquet,duckdb:vortex,duckdb:vortex-compact",
"scale_factor": "100"
},
{
"id": "fineweb-s3",
"subcommand": "fineweb",
"name": "FineWeb S3",
"local_dir": "vortex-bench/data/fineweb",
"remote_storage": "s3://vortex-ci-benchmark-datasets/${{github.ref_name}}/${{github.run_id}}/fineweb/",
"targets": "datafusion:parquet,datafusion:vortex,datafusion:vortex-compact,duckdb:parquet,duckdb:vortex,duckdb:vortex-compact",
"scale_factor": "100"
},
{
"id": "polarsignals",
"subcommand": "polarsignals",
"name": "PolarSignals Profiling",
"targets": "datafusion:vortex",
"scale_factor": "1"
},
]