InvokeAI/docker-build/Dockerfile

FROM ubuntu AS get_miniconda

SHELL ["/bin/bash", "-c"]

# install wget
RUN apt-get update \
  && apt-get install -y \
    wget \
  && apt-get clean \
  && rm -rf /var/lib/apt/lists/*

# download and install miniconda
ARG conda_version=py39_4.12.0-Linux-x86_64
ARG conda_prefix=/opt/conda
RUN wget --progress=dot:giga -O /miniconda.sh \
  https://repo.anaconda.com/miniconda/Miniconda3-${conda_version}.sh \
  && bash /miniconda.sh -b -p ${conda_prefix} \
  && rm -f /miniconda.sh

FROM ubuntu AS invokeai

# use bash
SHELL [ "/bin/bash", "-c" ]

# clean bashrc
RUN echo "" > ~/.bashrc

# Install necesarry packages
RUN apt-get update \
  && apt-get install -y \
    --no-install-recommends \
    gcc \
    git \
    libgl1-mesa-glx \
    libglib2.0-0 \
    pip \
    python3 \
    python3-dev \
  && apt-get clean \
  && rm -rf /var/lib/apt/lists/*

# clone repository, create models.yaml and create symlinks
ARG invokeai_git=invoke-ai/InvokeAI
ARG invokeai_branch=main
ARG project_name=invokeai
ARG conda_env_file=environment-lin-cuda.yml
RUN git clone -b ${invokeai_branch} https://github.com/${invokeai_git}.git "/${project_name}" \
  && cp \
    "/${project_name}/configs/models.yaml.example" \
    "/${project_name}/configs/models.yaml" \
  && ln -sf \
    "/${project_name}/environments-and-requirements/${conda_env_file}" \
    "/${project_name}/environment.yml" \
  && ln -sf \
    /data/models/v1-5-pruned-emaonly.ckpt \
    "/${project_name}/models/ldm/stable-diffusion-v1/v1-5-pruned-emaonly.ckpt" \
  && ln -sf \
    /data/outputs/ \
    "/${project_name}/outputs"

# set workdir
WORKDIR "/${project_name}"

# install conda env and preload models
ARG conda_prefix=/opt/conda
COPY --from=get_miniconda "${conda_prefix}" "${conda_prefix}"
RUN source "${conda_prefix}/etc/profile.d/conda.sh" \
  && conda init bash \
  && source ~/.bashrc \
  && conda env create \
    --name "${project_name}" \
  && rm -Rf ~/.cache \
  && conda clean -afy \
  && echo "conda activate ${project_name}" >> ~/.bashrc

RUN source ~/.bashrc \
  && python scripts/preload_models.py \
    --no-interactive

# Copy entrypoint and set env
ENV CONDA_PREFIX="${conda_prefix}"
ENV PROJECT_NAME="${project_name}"
COPY docker-build/entrypoint.sh /
ENTRYPOINT [ "/entrypoint.sh" ]