fix(tasks): enhanced model training zipping by adding input image pa… #588
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| name: Backend Build and Tests | |
| on: | |
| push: | |
| branches: | |
| - master | |
| - develop | |
| paths: | |
| - "backend/**" | |
| - ".github/workflows/backend_build.yml" | |
| pull_request: | |
| branches: | |
| - master | |
| paths: | |
| - "backend/**" | |
| - ".github/workflows/backend_build.yml" | |
| jobs: | |
| Build_on_ubuntu: | |
| runs-on: ubuntu-latest | |
| services: | |
| postgres: | |
| image: postgis/postgis:14-3.2 | |
| env: | |
| # must specify password for PG Docker container image, see: https://registry.hub.docker.com/_/postgres?tab=description&page=1&name=10 | |
| POSTGRES_USER: admin | |
| POSTGRES_PASSWORD: password | |
| POSTGRES_DB: ai | |
| ports: | |
| - 5432:5432 | |
| # needed because the postgres container does not provide a healthcheck | |
| options: --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 2 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: 3.8 | |
| - name: Clone Ramp | |
| run: git clone https://github.com/kshitijrajsharma/ramp-code-fAIr.git ramp-code | |
| - name: Install gdown | |
| run: pip install gdown | |
| - name: Download Basemodel | |
| run: gdown --fuzzy https://drive.google.com/file/d/1YQsY61S_rGfJ_f6kLQq4ouYE2l3iRe1k/view?usp=sharing | |
| - name: Unzip and Move Basemodel | |
| run: unzip checkpoint.tf.zip -d ramp-code/ramp | |
| - name: Install gdal | |
| run: | | |
| sudo apt-get update && sudo apt-get -y install gdal-bin libgdal-dev python3-gdal && sudo apt-get -y autoremove && sudo apt-get clean | |
| pip install GDAL==$(gdal-config --version) | |
| - name: Install ramp dependecies | |
| run: | | |
| cd ramp-code && cd colab && make install | |
| - name: Install tensorflow | |
| run: pip install tensorflow==2.9.2 | |
| - name: Install fair utilities | |
| run: pip install hot-fair-utilities | |
| - name: Install Psycopg2 | |
| run: | | |
| sudo apt-get install python3-psycopg2 | |
| - name: Install redis | |
| run: | | |
| sudo apt install lsb-release | |
| curl -fsSL https://packages.redis.io/gpg | sudo gpg --dearmor -o /usr/share/keyrings/redis-archive-keyring.gpg | |
| echo "deb [signed-by=/usr/share/keyrings/redis-archive-keyring.gpg] https://packages.redis.io/deb $(lsb_release -cs) main" | sudo tee /etc/apt/sources.list.d/redis.list | |
| sudo apt-get update | |
| sudo apt-get install redis | |
| redis-cli ping | |
| - name: Install Dependencies | |
| run: | | |
| cd backend/ | |
| pip install -r requirements.txt | |
| pip install coverage | |
| pip install factory-boy | |
| - name: Create env | |
| run: | | |
| cd backend/ | |
| export DATABASE_URL=postgis://admin:password@localhost:5432/ai | |
| export RAMP_HOME="/home/runner/work/fAIr/fAIr" | |
| export TRAINING_WORKSPACE="/home/runner/work/fAIr/fAIr/backend/training" | |
| - name: Run celery worker | |
| run: | | |
| cd backend/ | |
| celery -A aiproject worker --loglevel=debug & | |
| - name: Run flower dashboard | |
| run: | | |
| cd backend/ | |
| celery -A aiproject --broker=redis://localhost:6379/ flower & | |
| - name: Fix gdal array | |
| run: | | |
| pip uninstall -y gdal | |
| pip install numpy | |
| pip install GDAL==$(gdal-config --version) --global-option=build_ext --global-option="-I/usr/include/gdal" | |
| - name: Check Opencv version | |
| run: | | |
| pip freeze | grep opencv | |
| pip install opencv-python-headless==4.7.0.68 | |
| - name: Run migrations | |
| env: | |
| TESTING_TOKEN: ${{ secrets.TESTING_TOKEN }} | |
| OSM_CLIENT_ID: ${{ secrets.OSM_CLIENT_ID }} | |
| OSM_CLIENT_SECRET: ${{ secrets.OSM_CLIENT_SECRET }} | |
| OSM_SECRET_KEY: ${{ secrets.OSM_SECRET_KEY }} | |
| run: | | |
| cd backend/ | |
| python manage.py makemigrations | |
| python manage.py makemigrations core | |
| python manage.py makemigrations login | |
| python manage.py migrate | |
| python manage.py migrate login | |
| python manage.py migrate core | |
| - name: Run tests | |
| env: | |
| TESTING_TOKEN: ${{ secrets.TESTING_TOKEN }} | |
| OSM_CLIENT_ID: ${{ secrets.OSM_CLIENT_ID }} | |
| OSM_CLIENT_SECRET: ${{ secrets.OSM_CLIENT_SECRET }} | |
| OSM_SECRET_KEY: ${{ secrets.OSM_SECRET_KEY }} | |
| run: | | |
| cd backend/ | |
| coverage run manage.py test tests | |
| # enable coverage report with this : coverage report |