FROM python:3.11

RUN apt-get update && apt-get -y upgrade
RUN apt-get install -y build-essential

RUN python -m pip install --upgrade pip
COPY ../requirements.txt /tmp
RUN python -m pip install -r /tmp/requirements.txt

WORKDIR ./app
COPY train.py ./
COPY df_train.csv ./
COPY df_test.csv ./

CMD bash