Prerequisites

The exercise session requires the following pieces of software:

1. Docker Desktop: https://www.docker.com/products/docker-desktop/

2. Python 3.9: https://www.python.org/downloads/

3. An Integrated Development Environment (IDE) for python, e.g., VS Code or PyCharm; PyCharm is used by the teacher.

4. Download the repository from https://gitlab.cern.ch/mmacieje/icsc2023-mlops

   • if you have git use command: git clone https://gitlab.cern.ch/mmacieje/icsc2023-mlops.git

Afterwards, setup your python virtual environment:

1. Open your preferred terminal and navigate to icsc2023_mlops folder

2. Install virtualenv in terminal with pip install --user virtualenv

3. Create a virtual environment to isolate python dependencies python -m venv myenv

4. Activate virtual environment with source myenv/bin/activate

5. Install all dependencies from requirements.txt file

   • for MacOS M1 and later please install pip install -r web/requirements_macos_m1.txt
     you may need install hdf5, too: https://stackoverflow.com/questions/70587971/errorfailed-building-wheel-for-h5pyfailed-to-build-h5pyerrorcould-not-build-wh

   • for other OS pip install -r web/requirements.txt