# Model Repository

This repository contains the code pertaining to the development
of the data science and machine learning products being utilised by
Hestia.

The different folders in this repository relate to services
that can be used independently, or can be imported and used as
part of a larger application

# Folders

### backend/

This folder contains the code for the fastapi backend service, which provides an interface to
much of the functionality in this repository, for the frontend

### model_data/

This folder contains related to the reading and preparation of
assessment model data, including pulling out epc attributes

# Testing

All tests can be run, against the configuration in pytest.ini running

```commandline
pytest
```

This will run the complete panel of tests and report on coverage in the locations specified
by the pytest.ini file.

To run tests in a specific service, e.g. inside of model_data, simply run

```commandline
pytest --cov-config=model_data/.coveragerc --cov=model_data
```

This will produce the test results and coverage reports

