# This builds a dockerfile containing a working copy of PySR # with all pre-requisites installed. ARG PYVERSION=3.10.8 FROM python:$PYVERSION # metainformation LABEL org.opencontainers.image.authors = "Miles Cranmer" LABEL org.opencontainers.image.source = "https://github.com/MilesCranmer/PySR" LABEL org.opencontainers.image.licenses = "Apache License 2.0" # Need to use ARG after FROM, otherwise it won't get passed through. ARG JLVERSION=1.8.2 ENV PYVERSION $PYVERSION ENV JLVERSION $JLVERSION # arm64: # https://julialang-s3.julialang.org/bin/linux/aarch64/1.8/julia-1.8.2-linux-aarch64.tar.gz # amd64: # https://julialang-s3.julialang.org/bin/linux/x64/1.8/julia-1.8.2-linux-x86_64.tar.gz RUN export JULIA_VER=$(echo $JLVERSION | cut -d '.' -f -2) && \ export ARCH=$(arch | sed 's/x86_64/amd64/' | sed 's/aarch64/arm64/') && \ if [ "$ARCH" = "amd64" ]; then \ export BASE_URL="https://julialang-s3.julialang.org/bin/linux/x64/$JULIA_VER" && \ export FULL_URL=$BASE_URL/julia-$JLVERSION-linux-x86_64.tar.gz; \ elif [ "$ARCH" = "arm64" ]; then \ export BASE_URL="https://julialang-s3.julialang.org/bin/linux/aarch64/$JULIA_VER"; \ export FULL_URL=$BASE_URL/julia-$JLVERSION-linux-aarch64.tar.gz; \ else \ echo "Download link for architecture ${ARCH} not found. Please add the corresponding Julia download URL to this Dockerfile." && \ exit 1; \ fi && \ wget -nv $FULL_URL -O julia.tar.gz && \ tar -xzf julia.tar.gz && \ rm julia.tar.gz && \ mv julia-$JLVERSION /opt/julia && \ ln -s /opt/julia/bin/julia /usr/local/bin/julia # Install IPython and other useful libraries: RUN pip install ipython matplotlib WORKDIR /pysr # Caches install (https://stackoverflow.com/questions/25305788/how-to-avoid-reinstalling-packages-when-building-docker-image-for-python-project) ADD ./requirements.txt /pysr/requirements.txt RUN pip3 install -r /pysr/requirements.txt # Install PySR: # We do a minimal copy so it doesn't need to rerun at every file change: ADD ./setup.py /pysr/setup.py ADD ./pysr/ /pysr/pysr/ RUN pip3 install . # Install Julia pre-requisites: RUN python3 -c 'import pysr; pysr.install()' CMD ["ipython"]