Enable federated XGBoost using bootstrap aggregation in Task Runner #1918
Workflow file for this run
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# This workflow will install Python dependencies, run tests and lint with a single version of Python | |
# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions | |
name: TaskRunner | |
on: | |
pull_request: | |
branches: [ develop ] | |
types: [opened, synchronize, reopened, ready_for_review] | |
permissions: | |
contents: read | |
env: | |
# A workaround for long FQDN names provided by GitHub actions. | |
FQDN: "localhost" | |
jobs: | |
build: | |
if: github.event.pull_request.draft == false | |
strategy: | |
matrix: | |
os: ['ubuntu-latest', 'windows-latest'] | |
python-version: ['3.8','3.9','3.10','3.11'] | |
runs-on: ${{ matrix.os }} | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python | |
uses: actions/setup-python@v4 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: Install dependencies ubuntu | |
if: matrix.os == 'ubuntu-latest' | |
run: | | |
python -m pip install --upgrade pip | |
pip install . | |
- name: Install dependencies windows | |
if: matrix.os == 'windows-latest' | |
run: | | |
python -m pip install --upgrade pip | |
pip install . | |
- name: Test TaskRunner API | |
run: | | |
python -m tests.github.test_hello_federation --template keras_cnn_mnist --fed_workspace aggregator --col1 col1 --col2 col2 --rounds-to-train 3 --save-model output_model |