## Development environment
We begin by installing UV (very nice utility for managing packages and Python version):

```bash
# On MacOS and Linux.
curl -LsSf https://astral.sh/uv/install.sh | sh
```
```bash
# On Windows.
powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
```

Using UV, installing the packages and virtual environment is as simple as typing the following (inside the root directory of this repository):

```bash
uv sync
```

## Local LLM

To run a LLM locally download https://lmstudio.ai
When installing select developer mode, download a model (it will already suggest one) and run it (see developer window, status: running)

copy the url at the top right and replace local_llm_url with it + v1/chat/completions.
This + part might differ based on what model you choose.

copy the model name in the module loaded and replace local_llm_modelL. In settings.


## Running
To run the project (development server), execute the following command (while inside the root repository):

```bash
uv run fastapi dev src/control_backend/main.py
```

## Testing
Testing happens automatically when opening a merge request to any branch. If you want to manually run the test suite, you can do so by running the following for unit tests:

```bash
uv run --only-group test pytest test/unit
```

Or for integration tests:

```bash
uv run --group integration-test pytest test/integration
```

## Git Hooks

To activate automatic linting, formatting, branch name checks and commit message checks, run:

```bash
uv run pre-commit install
uv run pre-commit install --hook-type commit-msg
```

You might get an error along the lines of `Can't install pre-commit with core.hooksPath` set. To fix this, simply unset the hooksPath by running:

```bash
git config --local --unset core.hooksPath
```

Then run the pre-commit install commands again.

## Documentation
Generate documentation web pages using:

```bash
PYTHONPATH=src sphinx-apidoc -F -o docs src/control_backend
```

Optionally, in the `conf.py` file in the new `docs` folder, change preferences. 
For the page theme, change `html_theme` to `'sphinx_rtd_theme'`.

In the `docs` folder:

### Windows
```bash
.\make.bat html
```

### MacOS
```bash
make html
```