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task_runner_basic_e2e.yml
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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
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: 15
strategy:
matrix:
# There are open issues for some of the models, so excluding them for now:
# model_name: [ "torch_cnn_mnist", "keras_cnn_mnist", "torch_cnn_histology" ]
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: 15
strategy:
matrix:
# Testing non TLS 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: 15
strategy:
matrix:
# Testing non TLS 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: ["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: 15
strategy:
matrix:
# Testing non TLS 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"