# Data Science Pair Interview

## Requirements

- Python 3.11 (you can change this in the `pyproject.toml` file)
- [Docker](https://www.docker.com/)
- [Ngrok](https://ngrok.com/)
- [GNU Make](https://www.gnu.org/software/make/)

## Usage

### Get Setup

Create your local environment with

```shell
poetry install
```

### Make you Dataset

`src/interview/data.py` contains an example function to build the classic [Iris dataset](https://scikit-learn.org/stable/auto_examples/datasets/plot_iris_dataset.html). You can build this with

```shell
poetry run make-data
```

### Run the Notebook with Docker

Build the container and run the notebook with

```shell
make build run
```

This will copy your data and notebook to the container, install any packages you specified in your `pyproject.toml` file, then run the notebook in the container. Jupyter will be available on port 8888.