Drift v2 Risk Dashboard

Setup

First, make an env, activate it and pip install the dependencies:

pip install -r requirements.txt

You can run locally in multiple terminals like so:

# Start the backend
gunicorn backend.app:app -c gunicorn_config.py

In a different terminal, run the frontend with:

streamlit run src/main.py

Two endpoints, asset liabilities and price shock are CPU heavy and so are pre-generated in a separate process and stored in results/. The backend serves these pre-generated results instead of computing on-request.

In a different terminal, you can generate the results with:

python -m backend.scripts.generate

Instead of all the above you can also run it in docker with:

docker compose up --build

which will start a process to generate the cache files and then start the backend and frontend.

Deployment

Pushing should automatically build the docker images and deploy to our k8s cluster.