Fix TPC-H CI #2604
Workflow file for this run
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name: A/B Tests | |
on: | |
push: | |
branches-ignore: | |
- main | |
concurrency: | |
# Include `github.event_name` to avoid pushes to `main` and | |
# scheduled jobs canceling one another | |
group: ab_tests-${{ github.event_name }}-${{ github.ref }} | |
cancel-in-progress: true | |
defaults: | |
# Required shell entrypoint to have properly activated conda environments | |
run: | |
shell: bash -l {0} | |
jobs: | |
discover_ab_envs: | |
name: Discover A/B environments | |
runs-on: ubuntu-latest | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Install Python | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.10" | |
- name: Install dependencies | |
run: pip install PyYaml | |
- name: Generate dynamic matrix | |
id: set-matrix | |
run: echo "matrix=$(python ci/scripts/discover_ab_environments.py)" >> $GITHUB_OUTPUT | |
outputs: | |
matrix: ${{ steps.set-matrix.outputs.matrix }} | |
# Everything below this point runs iff there are files matching | |
# AB_environments/AB_*.{conda,dask}.yaml | |
# and AB_environments/config.yaml set repeat > 0 | |
tests: | |
name: A/B Tests - ${{ matrix.runtime-version }} | |
needs: discover_ab_envs | |
if: fromJson(needs.discover_ab_envs.outputs.matrix).run_AB | |
runs-on: ubuntu-latest | |
timeout-minutes: 120 | |
strategy: | |
fail-fast: false | |
max-parallel: ${{ fromJson(needs.discover_ab_envs.outputs.matrix).max_parallel }} | |
matrix: | |
pytest_args: ${{ fromJson(needs.discover_ab_envs.outputs.matrix).pytest_args }} | |
runtime-version: ${{ fromJson(needs.discover_ab_envs.outputs.matrix).runtime }} | |
repeat: ${{ fromJson(needs.discover_ab_envs.outputs.matrix).repeat }} | |
h2o_datasets: ${{ fromJson(needs.discover_ab_envs.outputs.matrix).h2o_datasets }} | |
env: | |
AB_TEST_NAME: ${{ matrix.runtime-version }} | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Create null hypothesis as a copy of baseline | |
if: matrix.runtime-version == 'AB_null_hypothesis' | |
run: | | |
cd AB_environments | |
cp AB_baseline.conda.yaml AB_null_hypothesis.conda.yaml | |
cp AB_baseline.dask.yaml AB_null_hypothesis.dask.yaml | |
cp AB_baseline.cluster.yaml AB_null_hypothesis.cluster.yaml | |
- name: Set up environment | |
uses: conda-incubator/setup-miniconda@v3 | |
with: | |
miniforge-version: latest | |
use-mamba: true | |
condarc-file: ci/condarc | |
environment-file: AB_environments/${{ matrix.runtime-version }}.conda.yaml | |
- name: Add test dependencies | |
run: mamba env update --file ci/environment-test.yml | |
- name: Dump environment | |
run: | | |
# For debugging | |
echo -e "--\n--Conda Environment (re-create this with \`conda env create --name <name> -f <output_file>\`)\n--" | |
mamba env export | grep -E -v '^prefix:.*$' | |
- name: Convert dask config into environment variables | |
run: python ci/scripts/dask_config_to_env.py AB_environments/${{ matrix.runtime-version }}.dask.yaml >> $GITHUB_ENV | |
- name: Run Coiled Runtime Tests | |
env: | |
DASK_COILED__TOKEN: ${{ secrets.COILED_BENCHMARK_BOT_TOKEN }} | |
AWS_ACCESS_KEY_ID: ${{ secrets.RUNTIME_CI_BOT_AWS_ACCESS_KEY_ID }} | |
AWS_DEFAULT_REGION: us-east-2 # this is needed for boto for some reason | |
AWS_SECRET_ACCESS_KEY: ${{ secrets.RUNTIME_CI_BOT_AWS_SECRET_ACCESS_KEY }} | |
PYTHON_STUB_PAT: ${{ secrets.PYTHON_STUB_PAT }} | |
SNOWFLAKE_USER: ${{ secrets.SNOWFLAKE_USER }} | |
SNOWFLAKE_PASSWORD: ${{ secrets.SNOWFLAKE_PASSWORD }} | |
SNOWFLAKE_ACCOUNT: ${{ secrets.SNOWFLAKE_ACCOUNT }} | |
SNOWFLAKE_WAREHOUSE: ${{ secrets.SNOWFLAKE_WAREHOUSE }} | |
SNOWFLAKE_ROLE: ${{ secrets.SNOWFLAKE_ROLE }} | |
AB_VERSION: ${{ matrix.runtime-version }} | |
DB_NAME: ${{ matrix.runtime-version }}-${{ matrix.repeat }}.db | |
CLUSTER_KWARGS: AB_environments/${{ matrix.runtime-version }}.cluster.yaml | |
H2O_DATASETS: ${{ matrix.h2o_datasets }} | |
run: pytest --benchmark ${{ matrix.pytest_args }} | |
- name: Dump coiled.Cluster kwargs | |
run: cat cluster_kwargs.merged.yaml | |
- name: Upload benchmark results | |
uses: actions/upload-artifact@v4 | |
if: always() | |
with: | |
name: ${{ matrix.runtime-version }}-${{ matrix.repeat }} | |
path: | | |
${{ matrix.runtime-version }}-${{ matrix.repeat }}.db | |
cluster_kwargs.*.* | |
mamba_env_export.yml | |
process-results: | |
needs: [discover_ab_envs, tests] | |
name: Combine separate benchmark results | |
if: always() && fromJson(needs.discover_ab_envs.outputs.matrix).run_AB | |
runs-on: ubuntu-latest | |
concurrency: | |
# Fairly strict concurrency rule to avoid stepping on benchmark db. | |
# Could eventually replace with a real db in coiled, RDS, or litestream | |
group: process-benchmarks | |
cancel-in-progress: false | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Install Python | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.10" | |
- name: Install dependencies | |
run: pip install alembic | |
- name: Download artifacts | |
uses: actions/download-artifact@v4 | |
with: | |
path: benchmarks | |
- name: Combine benchmarks | |
run: | | |
ls -lhR benchmarks | |
bash ci/scripts/combine-dbs.sh | |
- name: Upload benchmark results as artifact | |
uses: actions/upload-artifact@v4 | |
with: | |
name: benchmark | |
path: benchmark.db | |
static-site: | |
needs: [discover_ab_envs, process-results] | |
# Always generate the site, as this can be skipped even if an indirect dependency fails (like a test run) | |
if: always() && fromJson(needs.discover_ab_envs.outputs.matrix).run_AB | |
name: Build static dashboards | |
runs-on: ubuntu-latest | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Download artifacts | |
uses: actions/download-artifact@v4 | |
with: | |
name: benchmark | |
- name: Set up environment | |
uses: conda-incubator/setup-miniconda@v3 | |
with: | |
miniforge-version: latest | |
use-mamba: true | |
environment-file: ci/environment-dashboard.yml | |
- name: Generate dashboards | |
run: python dashboard.py -d benchmark.db -o static -b all | |
- name: Upload artifact | |
uses: actions/upload-artifact@v4 | |
with: | |
name: static-dashboard | |
path: static |