tr_docker_gramine_direct.yml

# Tests an FL experiment in a Dockerized environment.
name: TaskRunner (docker/gramine-direct)

on:
  pull_request:
    branches: [ develop ]
    types: [opened, synchronize, reopened, ready_for_review]

permissions:
  contents: read

jobs:
  build:
    if: github.event.pull_request.draft == false
    runs-on: ubuntu-latest
    timeout-minutes: 10

    steps:
    - uses: actions/checkout@v3
    - name: Set up Python 3.8
      uses: actions/setup-python@v3
      with:
        python-version: "3.8"
    - name: Install dependencies
      run: |
        python -m pip install --upgrade pip
        pip install .

    - name: Create workspace image
      run: |
        fx workspace create --prefix example_workspace --template keras_cnn_mnist
        cd example_workspace
        fx plan initialize -a localhost
        
        # Disable tensorboard logging as multiprocessing is not supported in Gramine
        # https://github.com/gramineproject/examples/issues/33
        sed -i 's/write_logs: true/write_logs: false/g' plan/plan.yaml

        fx workspace dockerize --save --revision https://github.com/${GITHUB_REPOSITORY}.git@${{ github.event.pull_request.head.sha }}

    - name: Create certificate authority for workspace
      run: |
        cd example_workspace
        fx workspace certify

    - name: Create signed cert for collaborator
      run: |
        cd example_workspace
        fx collaborator create -d 1 -n charlie --silent
        fx collaborator generate-cert-request -n charlie --silent
        fx collaborator certify --request-pkg col_charlie_to_agg_cert_request.zip --silent
        
        # Pack the collaborator's private key, signed cert, and data.yaml into a tarball
        tarfiles="plan/data.yaml agg_to_col_charlie_signed_cert.zip"
        for entry in cert/client/*; do
            if [[ "$entry" == *.key ]]; then
                tarfiles="$tarfiles $entry"
            fi
        done

        tar -cf cert_col_charlie.tar $tarfiles

        # Clean up
        rm -f $tarfiles
        rm -f col_charlie_to_agg_cert_request.zip

    - name: Create signed cert for aggregator
      run: |
        cd example_workspace
        fx aggregator generate-cert-request --fqdn localhost
        fx aggregator certify --fqdn localhost --silent

        # Pack all files that aggregator needs to start training
        tar -cf cert_agg.tar plan cert save

        # Remove the directories after archiving
        rm -rf plan cert save

    - name: Load workspace image
      run: |
        cd example_workspace
        docker load -i example_workspace.tar

    - name: Run aggregator and collaborator
      run: |
        cd example_workspace

        set -x
        docker run --rm \
          --network host \
          --security-opt seccomp=unconfined \
          --mount type=bind,source=./cert_agg.tar,target=/certs.tar \
          --env KERAS_HOME=/tmp \
          example_workspace bash -c "tar -xf /certs.tar && gramine-direct fx aggregator start" &

        # TODO: Run with two collaborators instead.
        docker run --rm \
          --network host \
          --security-opt seccomp=unconfined \
          --mount type=bind,source=./cert_col_charlie.tar,target=/certs.tar \
          --env KERAS_HOME=/tmp \
          example_workspace bash -c "tar -xf /certs.tar && fx collaborator certify --import agg_to_col_charlie_signed_cert.zip && gramine-direct fx collaborator start -n charlie"