Task_Runner_E2E #38
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| --- | |
| # 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 | |
| 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 | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| # 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. | |
| model_name: ["torch_cnn_mnist", "keras_cnn_mnist"] | |
| python_version: ["3.10", "3.11", "3.12"] | |
| 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: tr_non_tls | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| # Testing this scenario only for torch_cnn_mnist model and python 3.10 | |
| # If required, this can be extended to other models and python versions | |
| model_name: ["torch_cnn_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/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: tr_no_client_auth | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| # Testing this scenario for keras_cnn_mnist model and python 3.10 | |
| # If required, this can be extended to other models and python versions | |
| model_name: ["keras_cnn_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/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: tr_tls_memory_logs | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| # Testing this scenario only for torch_cnn_mnist model and python 3.10 | |
| # If required, this can be extended to other models and python versions | |
| model_name: ["torch_cnn_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 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" |