Dockerfile

FROM python:3.8

COPY . /app

RUN apt-get update && \
    apt-get install -y --allow-unauthenticated --no-install-recommends \
    wget \
    git \
    && apt-get autoremove -y \
    && apt-get clean -y \
    && rm -rf /var/lib/apt/lists/*

ENV HOME "/root"
ENV CONDA_DIR "${HOME}/miniconda"
ENV PATH="$CONDA_DIR/bin":$PATH
ENV CONDA_AUTO_UPDATE_CONDA=false
ENV PIP_DOWNLOAD_CACHE="$HOME/.pip/cache"
ENV TORTOISE_MODELS_DIR=/app/tortoise/models

RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O /tmp/miniconda3.sh \
    && bash /tmp/miniconda3.sh -b -p "${CONDA_DIR}" -f -u \
    && "${CONDA_DIR}/bin/conda" init bash \
    && rm -f /tmp/miniconda3.sh \
    && echo ". '${CONDA_DIR}/etc/profile.d/conda.sh'" >> "${HOME}/.profile"

# --login option used to source bashrc (thus activating conda env) at every RUN statement
SHELL ["/bin/bash", "--login", "-c"]

RUN conda create --name tortoise python=3.9 numba inflect \
    && conda activate tortoise \
    && conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia \
    && conda install transformers=4.29.2 \
    && conda install streamlit \
    && cd /app \
    && python setup.py install \
    && streamlit run app.py