create_tensorflow.yml

name: Create mlflow-tensorflow Template

on: [push, pull_request]

jobs:
    build:
        runs-on: ubuntu-latest

        steps:
            - uses: actions/checkout@v2
              name: Check out source-code repository

            - name: Setup Python
              uses: actions/setup-python@v2.3.0
              with:
                  python-version: 3.9

            - name: Reclaim space
              run: |
                  sudo rm -rf /usr/share/dotnet
                  sudo rm -rf /opt/ghc

            - name: Install Poetry
              run: |
                  pip install poetry
                  poetry --version

            - name: Build mlf-core
              run: make install

            - name: Create mlflow-tensorflow Template
              run: |
                  echo -e "\n\033[B\n\n\n\nn\n\n\n\nn" | poetry run mlf-core create

            # https://github.com/docker/build-push-action/issues/90
            - name: Copy workaround
              run: |
                  cp exploding_springfield/Dockerfile .
                  cp exploding_springfield/environment.yml .

            - name: Install flake8
              run: pip install flake8

            - name: Lint project with flake8
              run: flake8 exploding_springfield

            - name: Install bandit
              run: pip install bandit

            - name: Run bandit
              run: bandit -r exploding_springfield -c exploding_springfield/.bandit.yml

            - name: Build Docker container
              uses: docker/build-push-action@v1
              with:
                  repository: ghcr.io/homergithub/exploding_springfield
                  tags: 0.1.0-SNAPSHOT
                  push: false

            - name: Install mlflow
              run: pip install mlflow

            - name: Train on the CPU
              run: |
                  cd exploding_springfield
                  mlflow run . -P max_epochs=1