The Archimedes Project

Architecture specifications

Database
- sqlite/postgres/duckDB database hosted on a server
  - see test db on bit.io
CI/CD
- Github actions to run tests, and to update db regularly?
Serving/inference
- banana.dev for ML inference? Works with docker - see here
Testing
- pytest
- coverage report in repo
Repo structure
- models.py for ORM classes, pipelines.py for data access and pipelines
  - OR: use data_access/ dir?
- data/ for example csv data
- archimedes/ for analysis code
  - archimedes/forecasting/
  - archimedes/plotting/
  - archimedes/preprocessing/
- test/ for tests
  - test_archimedes/ for unit tests
  - test_integration/ for integration tests?

Code and container images on GitLab
Server has postgresql DB on port 5433. URL: jdbc:postgresql://<address>:5433/cm_db

  graph TD;
      A-->B;
      A-->C;
      B-->D;
      C-->D;