docs(datasets:skip) Add reference to recommended datasets to the index #18063
Workflow file for this run
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name: E2E | |
on: | |
push: | |
branches: | |
- main | |
pull_request: | |
branches: | |
- main | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref == 'refs/heads/main' && github.run_id || github.event.pull_request.number || github.ref }} | |
cancel-in-progress: true | |
env: | |
FLWR_TELEMETRY_ENABLED: 0 | |
ARTIFACT_BUCKET: artifact.flower.ai | |
jobs: | |
wheel: | |
runs-on: ubuntu-22.04 | |
name: Build, test and upload wheel | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Bootstrap | |
uses: ./.github/actions/bootstrap | |
- name: Install dependencies (mandatory only) | |
run: python -m poetry install | |
- name: Build wheel | |
run: ./dev/build.sh | |
- name: Test wheel | |
run: ./dev/test-wheel.sh | |
- name: Upload wheel | |
if: ${{ github.repository == 'adap/flower' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]' }} | |
id: upload | |
env: | |
AWS_DEFAULT_REGION: ${{ secrets.AWS_DEFAULT_REGION }} | |
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
run: | | |
cd ./dist | |
echo "WHL_PATH=$(ls *.whl)" >> "$GITHUB_OUTPUT" | |
sha_short=$(git rev-parse --short HEAD) | |
echo "SHORT_SHA=$sha_short" >> "$GITHUB_OUTPUT" | |
[ -z "${{ github.head_ref }}" ] && dir="${{ github.ref_name }}" || dir="pr/${{ github.head_ref }}" | |
echo "DIR=$dir" >> "$GITHUB_OUTPUT" | |
aws s3 cp --content-disposition "attachment" --cache-control "no-cache" ./ s3://${{ env.ARTIFACT_BUCKET }}/py/$dir/$sha_short --recursive | |
aws s3 cp --content-disposition "attachment" --cache-control "no-cache" ./ s3://${{ env.ARTIFACT_BUCKET }}/py/$dir/latest --recursive | |
outputs: | |
whl_path: ${{ steps.upload.outputs.WHL_PATH }} | |
short_sha: ${{ steps.upload.outputs.SHORT_SHA }} | |
dir: ${{ steps.upload.outputs.DIR }} | |
superexec: | |
runs-on: ubuntu-22.04 | |
timeout-minutes: 10 | |
needs: wheel | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.9", "3.10", "3.11"] | |
directory: [e2e-bare-auth] | |
connection: [secure, insecure] | |
engine: [deployment-engine, simulation-engine] | |
authentication: [no-auth, client-auth] | |
exclude: | |
- connection: insecure | |
authentication: client-auth | |
name: | | |
Exec API / | |
Python ${{ matrix.python-version }} / | |
${{ matrix.connection }} / | |
${{ matrix.authentication }} / | |
${{ matrix.engine }} | |
defaults: | |
run: | |
working-directory: e2e/${{ matrix.directory }} | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Bootstrap | |
uses: ./.github/actions/bootstrap | |
with: | |
python-version: ${{ matrix.python-version }} | |
poetry-skip: 'true' | |
- name: Install Flower from repo | |
if: ${{ github.repository != 'adap/flower' || github.event.pull_request.head.repo.fork || github.actor == 'dependabot[bot]' }} | |
working-directory: ./ | |
run: | | |
if [[ "${{ matrix.engine }}" == "simulation-engine" ]]; then | |
python -m pip install ".[simulation]" | |
else | |
python -m pip install . | |
fi | |
- name: Download and install Flower wheel from artifact store | |
if: ${{ github.repository == 'adap/flower' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]' }} | |
run: | | |
# Define base URL for wheel file | |
WHEEL_URL="https://${{ env.ARTIFACT_BUCKET }}/py/${{ needs.wheel.outputs.dir }}/${{ needs.wheel.outputs.short_sha }}/${{ needs.wheel.outputs.whl_path }}" | |
if [[ "${{ matrix.engine }}" == "simulation-engine" ]]; then | |
python -m pip install "flwr[simulation] @ ${WHEEL_URL}" | |
else | |
python -m pip install "${WHEEL_URL}" | |
fi | |
- name: > | |
Run Exec API test / | |
${{ matrix.connection }} / | |
${{ matrix.authentication }} / | |
${{ matrix.engine }} | |
working-directory: e2e/${{ matrix.directory }} | |
run: ./../test_exec_api.sh "${{ matrix.connection }}" "${{ matrix.authentication}}" "${{ matrix.engine }}" | |
frameworks: | |
runs-on: ubuntu-22.04 | |
timeout-minutes: 10 | |
needs: wheel | |
# Using approach described here: | |
# https://docs.github.com/en/actions/using-jobs/using-a-matrix-for-your-jobs | |
strategy: | |
matrix: | |
include: | |
- directory: e2e-bare | |
e2e: e2e_bare | |
- directory: e2e-bare-https | |
e2e: e2e_bare_https | |
- directory: e2e-bare-auth | |
e2e: e2e_bare_auth | |
- directory: e2e-jax | |
e2e: e2e_jax | |
- directory: e2e-pytorch | |
e2e: e2e_pytorch | |
dataset: | | |
from torchvision.datasets import CIFAR10 | |
CIFAR10('./data', download=True) | |
- directory: e2e-tensorflow | |
e2e: e2e_tensorflow | |
dataset: | | |
import tensorflow as tf | |
tf.keras.datasets.cifar10.load_data() | |
- directory: e2e-opacus | |
e2e: e2e_opacus | |
dataset: | | |
from torchvision.datasets import CIFAR10 | |
CIFAR10('./data', download=True) | |
- directory: e2e-pytorch-lightning | |
e2e: e2e_pytorch_lightning | |
dataset: | | |
from torchvision.datasets import MNIST | |
MNIST('./data', download=True) | |
- directory: e2e-scikit-learn | |
e2e: e2e_scikit_learn | |
dataset: | | |
import openml | |
openml.datasets.get_dataset(554) | |
- directory: e2e-fastai | |
e2e: e2e_fastai | |
dataset: | | |
from fastai.vision.all import untar_data, URLs | |
untar_data(URLs.MNIST) | |
- directory: e2e-pandas | |
e2e: e2e_pandas | |
dataset: | | |
from pathlib import Path | |
from sklearn.datasets import load_iris | |
Path('data').mkdir(exist_ok=True) | |
load_iris(as_frame=True)['data'].to_csv('./data/client.csv') | |
name: Framework / ${{ matrix.directory }} | |
defaults: | |
run: | |
working-directory: e2e/${{ matrix.directory }} | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Set up Python | |
uses: actions/setup-python@v5 | |
with: | |
python-version: 3.9 | |
- name: Install build tools | |
run: | | |
python -m pip install -U pip==23.3.1 | |
shell: bash | |
# Using approach described here for Python location caching: | |
# https://blog.allenai.org/python-caching-in-github-actions-e9452698e98d | |
- name: Cache Python location | |
id: cache-restore-python | |
uses: actions/cache/restore@v4 | |
with: | |
path: ${{ env.pythonLocation }} | |
key: pythonloc-${{ runner.os }}-${{ matrix.directory }}-${{ env.pythonLocation }}-${{ hashFiles(format('./e2e/{0}/pyproject.toml', matrix.directory)) }} | |
- name: Install dependencies | |
run: python -m pip install --upgrade . | |
- name: Install Flower wheel from artifact store | |
if: ${{ github.repository == 'adap/flower' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]' }} | |
run: | | |
python -m pip install https://${{ env.ARTIFACT_BUCKET }}/py/${{ needs.wheel.outputs.dir }}/${{ needs.wheel.outputs.short_sha }}/${{ needs.wheel.outputs.whl_path }} | |
- name: Download dataset | |
if: ${{ matrix.dataset }} | |
run: python -c "${{ matrix.dataset }}" | |
- name: Run edge client test | |
if: ${{ matrix.directory != 'e2e-bare-auth' }} | |
working-directory: e2e/${{ matrix.directory }}/${{ matrix.e2e }} | |
run: ./../../test_legacy.sh "${{ matrix.directory }}" | |
- name: Run virtual client test | |
if: ${{ matrix.directory != 'e2e-bare-auth' }} | |
run: python simulation.py | |
- name: Run simulation engine test | |
if: ${{ matrix.directory == 'e2e-pytorch' || matrix.directory == 'e2e-tensorflow'}} | |
run: python simulation_next.py | |
- name: Run driver test | |
if: ${{ matrix.directory != 'e2e-bare-auth' }} | |
run: ./../test_superlink.sh "${{ matrix.directory }}" | |
- name: Run driver test with REST | |
if: ${{ matrix.directory == 'e2e-bare' }} | |
run: ./../test_superlink.sh bare rest | |
- name: Run driver test with SQLite database | |
if: ${{ matrix.directory == 'e2e-bare' }} | |
run: ./../test_superlink.sh bare sqlite | |
- name: Run driver test with client authentication | |
if: ${{ matrix.directory == 'e2e-bare-auth' }} | |
run: ./../test_superlink.sh "${{ matrix.directory }}" client-auth | |
- name: Run reconnection test with SQLite database | |
if: ${{ matrix.directory == 'e2e-bare' }} | |
run: ./../test_reconnection.sh sqlite | |
- name: Cache save Python location | |
id: cache-save-python | |
uses: actions/cache/save@v4 | |
if: ${{ github.ref_name == 'main' && !steps.cache-restore-python.outputs.cache-hit }} | |
with: | |
path: ${{ env.pythonLocation }} | |
key: pythonloc-${{ runner.os }}-${{ matrix.directory }}-${{ env.pythonLocation }}-${{ hashFiles(format('./e2e/{0}/pyproject.toml', matrix.directory)) }} | |
strategies: | |
runs-on: ubuntu-22.04 | |
timeout-minutes: 10 | |
needs: wheel | |
strategy: | |
matrix: | |
strat: ["FedMedian", "FedTrimmedAvg", "QFedAvg", "FaultTolerantFedAvg", "FedAvgM", "FedAdam", "FedAdagrad", "FedYogi"] | |
name: Strategy / ${{ matrix.strat }} | |
defaults: | |
run: | |
working-directory: e2e/strategies | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Bootstrap | |
uses: ./.github/actions/bootstrap | |
- name: Install dependencies | |
run: | | |
python -m poetry install | |
- name: Install Flower wheel from artifact store | |
if: ${{ github.repository == 'adap/flower' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]' }} | |
run: | | |
python -m pip install https://${{ env.ARTIFACT_BUCKET }}/py/${{ needs.wheel.outputs.dir }}/${{ needs.wheel.outputs.short_sha }}/${{ needs.wheel.outputs.whl_path }} | |
- name: Cache Datasets | |
uses: actions/cache@v4 | |
with: | |
path: "~/.keras" | |
key: keras-datasets | |
- name: Download Datasets | |
run: | | |
python -c "import tensorflow as tf; tf.keras.datasets.mnist.load_data()" | |
- name: Test strategies | |
run: | | |
python test.py "${{ matrix.strat }}" | |
templates: | |
runs-on: ubuntu-22.04 | |
timeout-minutes: 10 | |
needs: wheel | |
strategy: | |
matrix: | |
framework: ["numpy", "pytorch", "tensorflow", "jax", "sklearn"] | |
name: Template / ${{ matrix.framework }} | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Bootstrap | |
uses: ./.github/actions/bootstrap | |
- name: Install Flower from repo | |
if: ${{ github.repository != 'adap/flower' || github.event.pull_request.head.repo.fork || github.actor == 'dependabot[bot]' }} | |
run: | | |
python -m pip install . | |
- name: Install Flower wheel from artifact store | |
if: ${{ github.repository == 'adap/flower' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]' }} | |
run: | | |
python -m pip install https://${{ env.ARTIFACT_BUCKET }}/py/${{ needs.wheel.outputs.dir }}/${{ needs.wheel.outputs.short_sha }}/${{ needs.wheel.outputs.whl_path }} | |
- name: Create project and install it | |
run: | | |
flwr new tmp-${{ matrix.framework }} --framework ${{ matrix.framework }} --username gh_ci | |
cd tmp-${{ matrix.framework }} | |
pip install . | |
- name: Run project | |
run: | | |
cd tmp-${{ matrix.framework }} | |
flwr run --run-config num-server-rounds=1 2>&1 | tee flwr_output.log | |
if grep -q "ERROR" flwr_output.log; then | |
exit 1 | |
fi | |
build_and_install: | |
runs-on: ubuntu-22.04 | |
timeout-minutes: 10 | |
needs: wheel | |
strategy: | |
matrix: | |
framework: ["numpy"] | |
python-version: ["3.9", "3.10", "3.11"] | |
name: | | |
Build & Install / | |
Python ${{ matrix.python-version }} / | |
${{ matrix.framework }} | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Bootstrap | |
uses: ./.github/actions/bootstrap | |
with: | |
python-version: ${{ matrix.python-version }} | |
poetry-skip: 'true' | |
- name: Install Flower from repo | |
if: ${{ github.repository != 'adap/flower' || github.event.pull_request.head.repo.fork || github.actor == 'dependabot[bot]' }} | |
run: | | |
python -m pip install . | |
- name: Install Flower wheel from artifact store | |
if: ${{ github.repository == 'adap/flower' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]' }} | |
run: | | |
python -m pip install https://${{ env.ARTIFACT_BUCKET }}/py/${{ needs.wheel.outputs.dir }}/${{ needs.wheel.outputs.short_sha }}/${{ needs.wheel.outputs.whl_path }} | |
- name: Create project, build, and install it | |
run: | | |
flwr new tmp-${{ matrix.framework }} --framework ${{ matrix.framework }} --username gh_ci | |
cd tmp-${{ matrix.framework }} | |
flwr build | |
flwr install *.fab | |
numpy: | |
runs-on: ubuntu-22.04 | |
timeout-minutes: 10 | |
needs: wheel | |
strategy: | |
fail-fast: false | |
matrix: | |
numpy-version: ["1.26"] | |
python-version: ["3.11"] | |
directory: [e2e-bare-auth] | |
connection: [insecure] | |
engine: [deployment-engine, simulation-engine] | |
authentication: [no-auth] | |
name: | | |
NumPy ${{ matrix.numpy-version }} / | |
Python ${{ matrix.python-version }} / | |
${{ matrix.connection }} / | |
${{ matrix.authentication }} / | |
${{ matrix.engine }} | |
defaults: | |
run: | |
working-directory: e2e/${{ matrix.directory }} | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Bootstrap | |
uses: ./.github/actions/bootstrap | |
with: | |
python-version: ${{ matrix.python-version }} | |
poetry-skip: 'true' | |
- name: Install Flower from repo | |
if: ${{ github.repository != 'adap/flower' || github.event.pull_request.head.repo.fork || github.actor == 'dependabot[bot]' }} | |
working-directory: ./ | |
run: | | |
if [[ "${{ matrix.engine }}" == "simulation-engine" ]]; then | |
python -m pip install ".[simulation]" "numpy>=${{ matrix.numpy-version }},<2.0" | |
else | |
python -m pip install . "numpy>=${{ matrix.numpy-version }},<2.0" | |
fi | |
- name: Download and install Flower wheel from artifact store | |
if: ${{ github.repository == 'adap/flower' && !github.event.pull_request.head.repo.fork && github.actor != 'dependabot[bot]' }} | |
run: | | |
# Define base URL for wheel file | |
WHEEL_URL="https://${{ env.ARTIFACT_BUCKET }}/py/${{ needs.wheel.outputs.dir }}/${{ needs.wheel.outputs.short_sha }}/${{ needs.wheel.outputs.whl_path }}" | |
if [[ "${{ matrix.engine }}" == "simulation-engine" ]]; then | |
python -m pip install "flwr[simulation] @ ${WHEEL_URL}" "numpy>=${{ matrix.numpy-version }},<2.0" | |
else | |
python -m pip install "${WHEEL_URL}" "numpy>=${{ matrix.numpy-version }},<2.0" | |
fi | |
- name: > | |
Run Flower - NumPy 1.26 test / | |
${{ matrix.connection }} / | |
${{ matrix.authentication }} / | |
${{ matrix.engine }} | |
working-directory: e2e/${{ matrix.directory }} | |
run: ./../test_exec_api.sh "${{ matrix.connection }}" "${{ matrix.authentication}}" "${{ matrix.engine }}" |