Task_Runner_E2E #37
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| --- | |
| # Task Runner E2E tests for bare metal approach | |
| name: Task_Runner_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 | |
| model_name: | |
| description: "Model name" | |
| required: false | |
| default: "all" | |
| type: choice | |
| options: | |
| - all | |
| - torch_cnn_mnist | |
| - keras_cnn_mnist | |
| python_version: | |
| description: "Python version" | |
| required: false | |
| default: "all" | |
| type: choice | |
| options: | |
| - all | |
| - "3.10" | |
| - "3.11" | |
| - "3.12" | |
| jobs_to_run: | |
| description: "Jobs to run" | |
| type: choice | |
| default: "all" | |
| options: | |
| - all | |
| - test_with_tls | |
| - test_with_non_tls | |
| - test_with_no_client_auth | |
| - test_memory_logs | |
| required: false | |
| permissions: | |
| contents: read | |
| # Environment variables common for all the jobs | |
| # DO NOT use double quotes for the values of the environment variables | |
| env: | |
| NUM_ROUNDS: ${{ inputs.num_rounds || 5 }} | |
| NUM_COLLABORATORS: ${{ inputs.num_collaborators || 2 }} | |
| MODEL_NAME: ${{ inputs.model_name || 'all' }} | |
| PYTHON_VERSION: ${{ inputs.python_version || 'all' }} | |
| JOBS_TO_RUN: ${{ inputs.jobs_to_run || 'all' }} | |
| jobs: | |
| input_selection: | |
| if: | | |
| (github.event_name == 'schedule' && github.repository_owner == 'securefederatedai') || | |
| (github.event_name == 'workflow_dispatch') | |
| name: Input value selection | |
| runs-on: ubuntu-22.04 | |
| outputs: | |
| # Output all the variables related to models and python versions to be used in the matrix strategy | |
| # for different jobs, however their usage depends on the selected job. | |
| selected_jobs: ${{ steps.input_selection.outputs.jobs_to_run }} | |
| selected_models_for_tls: ${{ steps.input_selection.outputs.models_for_tls }} | |
| selected_python_for_tls: ${{ steps.input_selection.outputs.python_for_tls }} | |
| selected_models_for_non_tls: ${{ steps.input_selection.outputs.models_for_non_tls }} | |
| selected_models_for_no_client_auth: ${{ steps.input_selection.outputs.models_for_no_client_auth }} | |
| selected_models_for_memory_logs: ${{ steps.input_selection.outputs.models_for_memory_logs }} | |
| selected_python_for_non_tls: ${{ steps.input_selection.outputs.python_for_non_tls }} | |
| selected_python_for_no_client_auth: ${{ steps.input_selection.outputs.python_for_no_client_auth }} | |
| selected_python_for_memory_logs: ${{ steps.input_selection.outputs.python_for_memory_logs }} | |
| steps: | |
| - name: Job to select input values | |
| id: input_selection | |
| run: | | |
| # --------------------------------------------------------------- | |
| # Models like XGBoost (xgb_higgs) and torch_cnn_histology require runners with higher memory and CPU to run. | |
| # Thus these models are excluded from the matrix for now. | |
| # Default combination if no input is provided (i.e. 'all' is selected). | |
| # * TLS - models [torch_cnn_mnist, keras_cnn_mnist] and python versions [3.10, 3.11, 3.12] | |
| # * Non-TLS - models [torch_cnn_mnist] and python version [3.10] | |
| # * No client auth - models [keras_cnn_mnist] and python version [3.10] | |
| # * Memory logs - models [torch_cnn_mnist] and python version [3.10] | |
| # --------------------------------------------------------------- | |
| echo "jobs_to_run=${{ env.JOBS_TO_RUN }}" >> "$GITHUB_OUTPUT" | |
| if [ "${{ env.MODEL_NAME }}" == "all" ]; then | |
| echo "models_for_tls=[\"torch_cnn_mnist\", \"keras_cnn_mnist\"]" >> "$GITHUB_OUTPUT" | |
| echo "models_for_non_tls=[\"torch_cnn_mnist\"]" >> "$GITHUB_OUTPUT" | |
| echo "models_for_no_client_auth=[\"keras_cnn_mnist\"]" >> "$GITHUB_OUTPUT" | |
| echo "models_for_memory_logs=[\"torch_cnn_mnist\"]" >> "$GITHUB_OUTPUT" | |
| else | |
| echo "models_for_tls=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT" | |
| echo "models_for_non_tls=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT" | |
| echo "models_for_no_client_auth=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT" | |
| echo "models_for_memory_logs=[\"${{env.MODEL_NAME}}\"]" >> "$GITHUB_OUTPUT" | |
| fi | |
| if [ "${{ env.PYTHON_VERSION }}" == "all" ]; then | |
| echo "python_for_tls=[\"3.10\", \"3.11\", \"3.12\"]" >> "$GITHUB_OUTPUT" | |
| echo "python_for_non_tls=[\"3.10\"]" >> "$GITHUB_OUTPUT" | |
| echo "python_for_no_client_auth=[\"3.10\"]" >> "$GITHUB_OUTPUT" | |
| echo "python_for_memory_logs=[\"3.10\"]" >> "$GITHUB_OUTPUT" | |
| else | |
| echo "python_for_tls=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT" | |
| echo "python_for_non_tls=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT" | |
| echo "python_for_no_client_auth=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT" | |
| echo "python_for_memory_logs=[\"${{env.PYTHON_VERSION}}\"]" >> "$GITHUB_OUTPUT" | |
| fi | |
| test_with_tls: | |
| name: Test with TLS | |
| needs: input_selection | |
| if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_with_tls' | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_tls) }} | |
| python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_tls) }} | |
| 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/task_runner_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: Test without TLS | |
| needs: input_selection | |
| if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_with_non_tls' | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_non_tls) }} | |
| python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_non_tls) }} | |
| 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/task_runner_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: Test without client auth | |
| needs: input_selection | |
| if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_with_no_client_auth' | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_no_client_auth) }} | |
| python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_no_client_auth) }} | |
| 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/task_runner_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' | |
| test_memory_logs: | |
| name: Test memory usage | |
| needs: input_selection | |
| if: needs.input_selection.outputs.selected_jobs == 'all' || needs.input_selection.outputs.selected_jobs == 'test_memory_logs' | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| model_name: ${{ fromJson(needs.input_selection.outputs.selected_models_for_memory_logs) }} | |
| python_version: ${{ fromJson(needs.input_selection.outputs.selected_python_for_memory_logs) }} | |
| 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 and memory logs | |
| id: run_tests | |
| run: | | |
| python -m pytest -s tests/end_to_end/test_suites/memory_logs_tests.py \ | |
| -k test_log_memory_usage_basic --model_name ${{ env.MODEL_NAME }} \ | |
| --num_rounds ${{ env.NUM_ROUNDS }} --num_collaborators ${{ env.NUM_COLLABORATORS }} \ | |
| --log_memory_usage | |
| echo "Task runner memory logs test run completed" | |
| - name: Post test run | |
| uses: ./.github/actions/tr_post_test_run | |
| if: ${{ always() }} | |
| with: | |
| test_type: "tr_tls_memory_logs" |