Task_Runner_FedEval_E2E #4
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| --- | |
| # Task Runner E2E tests with evaluation with bare metal approach | |
| name: Task_Runner_FedEval_E2E # Please do not modify the name as it is used in the composite action | |
| on: | |
| schedule: | |
| - cron: "0 0 * * *" # Run every day at midnight | |
| workflow_dispatch: | |
| inputs: | |
| num_rounds: | |
| description: "Number of rounds to train" | |
| required: false | |
| default: "5" | |
| type: string | |
| num_collaborators: | |
| description: "Number of collaborators" | |
| required: false | |
| default: "2" | |
| type: string | |
| permissions: | |
| contents: read | |
| # Environment variables common for all the jobs | |
| env: | |
| NUM_ROUNDS: ${{ inputs.num_rounds || '5' }} | |
| NUM_COLLABORATORS: ${{ inputs.num_collaborators || '2' }} | |
| jobs: | |
| test_with_tls: | |
| name: tr_tls | |
| if: | | |
| (github.event_name == 'schedule' && github.repository_owner == 'securefederatedai') || | |
| (github.event_name == 'workflow_dispatch') | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| # Models like XGBoost (xgb_higgs) and torch/histology require runners with higher memory and CPU to run. | |
| # Thus these models are excluded from the matrix for now. | |
| model_name: ["torch.mnist", "keras/mnist"] | |
| python_version: ["3.10"] | |
| fail-fast: false # do not immediately fail if one of the combinations fail | |
| env: | |
| MODEL_NAME: ${{ matrix.model_name }} | |
| PYTHON_VERSION: ${{ matrix.python_version }} | |
| steps: | |
| - name: Checkout OpenFL repository | |
| id: checkout_openfl | |
| uses: actions/[email protected] | |
| with: | |
| fetch-depth: 2 # needed for detecting changes | |
| submodules: "true" | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Pre test run | |
| uses: ./.github/actions/tr_pre_test_run | |
| if: ${{ always() }} | |
| - name: Run Task Runner E2E tests with TLS | |
| id: run_tests | |
| run: | | |
| python -m pytest -s tests/end_to_end/test_suites/tr_with_fedeval_tests.py \ | |
| -m task_runner_basic --model_name ${{ env.MODEL_NAME }} \ | |
| --num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }} | |
| echo "Task runner end to end test run completed" | |
| - name: Post test run | |
| uses: ./.github/actions/tr_post_test_run | |
| if: ${{ always() }} | |
| with: | |
| test_type: "tr_tls" | |
| test_with_non_tls: | |
| name: tr_non_tls | |
| if: | | |
| (github.event_name == 'schedule' && github.repository_owner == 'securefederatedai') || | |
| (github.event_name == 'workflow_dispatch') | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| # Testing this scenario only for torch/mnist model and python 3.10 | |
| # If required, this can be extended to other models and python versions | |
| model_name: ["torch/mnist"] | |
| python_version: ["3.10"] | |
| fail-fast: false # do not immediately fail if one of the combinations fail | |
| env: | |
| MODEL_NAME: ${{ matrix.model_name }} | |
| PYTHON_VERSION: ${{ matrix.python_version }} | |
| steps: | |
| - name: Checkout OpenFL repository | |
| id: checkout_openfl | |
| uses: actions/[email protected] | |
| with: | |
| fetch-depth: 2 # needed for detecting changes | |
| submodules: "true" | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Pre test run | |
| uses: ./.github/actions/tr_pre_test_run | |
| if: ${{ always() }} | |
| - name: Run Task Runner E2E tests without TLS | |
| id: run_tests | |
| run: | | |
| python -m pytest -s tests/end_to_end/test_suites/tr_with_fedeval_tests.py \ | |
| -m task_runner_basic --model_name ${{ env.MODEL_NAME }} \ | |
| --num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }} --disable_tls | |
| echo "Task runner end to end test run completed" | |
| - name: Post test run | |
| uses: ./.github/actions/tr_post_test_run | |
| if: ${{ always() }} | |
| with: | |
| test_type: "tr_non_tls" | |
| test_with_no_client_auth: | |
| name: tr_no_client_auth | |
| if: | | |
| (github.event_name == 'schedule' && github.repository_owner == 'securefederatedai') || | |
| (github.event_name == 'workflow_dispatch') | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| # Testing this scenario for keras/mnist model and python 3.10 | |
| # If required, this can be extended to other models and python versions | |
| model_name: ["keras/mnist"] | |
| python_version: ["3.10"] | |
| fail-fast: false # do not immediately fail if one of the combinations fail | |
| env: | |
| MODEL_NAME: ${{ matrix.model_name }} | |
| PYTHON_VERSION: ${{ matrix.python_version }} | |
| steps: | |
| - name: Checkout OpenFL repository | |
| id: checkout_openfl | |
| uses: actions/[email protected] | |
| with: | |
| fetch-depth: 2 # needed for detecting changes | |
| submodules: "true" | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Pre test run | |
| uses: ./.github/actions/tr_pre_test_run | |
| if: ${{ always() }} | |
| - name: Run Task Runner E2E tests without TLS | |
| id: run_tests | |
| run: | | |
| python -m pytest -s tests/end_to_end/test_suites/tr_with_fedeval_tests.py \ | |
| -m task_runner_basic --model_name ${{ env.MODEL_NAME }} \ | |
| --num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }} --disable_client_auth | |
| echo "Task runner end to end test run completed" | |
| - name: Post test run | |
| uses: ./.github/actions/tr_post_test_run | |
| if: ${{ always() }} | |
| with: | |
| test_type: "tr_no_client_auth" |