ARG MMSEQS_HASH=archive/8cc5ce367b5638c4306c2d7cfc652dd099a4643f ARG downloader=${TARGETARCH}_downloader FROM scratch AS amd64_downloader ARG MMSEQS_HASH WORKDIR /opt/build ONBUILD ADD https://mmseqs.com/${MMSEQS_HASH}/mmseqs-linux-gpu.tar.gz . FROM scratch AS arm64_downloader ARG MMSEQS_HASH WORKDIR /opt/build ONBUILD ADD https://mmseqs.com/${MMSEQS_HASH}/mmseqs-linux-gpu-arm64.tar.gz . FROM $downloader AS downloader FROM debian:trixie-slim AS builder WORKDIR /opt/build COPY --from=downloader /opt/build/* . RUN mkdir binaries; \ for i in *.tar.gz; do \ if [ -e ${i} ]; then \ tar -xzvf ${i}; \ mv -f -- */bin/* binaries/; \ fi; \ done; \ chmod -R +x binaries; FROM debian:trixie-slim VOLUME cache ENV MPLBACKEND=Agg ENV MPLCONFIGDIR=/cache ENV XDG_CACHE_HOME=/cache ENV CONDA_VERSION=25.9.1-0 RUN apt-get update; \ apt-get install -y wget git --no-install-suggests; \ rm -rf /var/lib/apt/lists/*; SHELL ["/bin/bash", "--login", "-x", "-c"] RUN wget -qnc https://github.com/conda-forge/miniforge/releases/download/${CONDA_VERSION}/Miniforge3-${CONDA_VERSION}-Linux-x86_64.sh; \ bash Miniforge3-${CONDA_VERSION}-Linux-x86_64.sh -bfp /usr/local; \ conda config --set auto_update_conda false; \ rm -f Miniforge3-${CONDA_VERSION}-Linux-x86_64.sh; \ conda install -y -c conda-forge -c bioconda kalign2=2.04 hhsuite=3.3.0; \ conda clean -afy; \ conda shell.bash hook; COPY --from=builder /opt/build/binaries/* /usr/local/bin/ WORKDIR /app COPY . /app RUN pip install --no-cache-dir \ ".[alphafold,openmm]" \ "jax[cuda]<0.8" \ "openmm[cuda12]"; \ rm -rf /root/.cache/pip