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Dockerfile
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# Ubuntu 22.04 LTS - Jammy
ARG BASE_IMAGE=ubuntu:jammy-20240125
#
# Build wheel
#
FROM python:slim AS src
RUN pip install build
RUN apt-get update && \
apt-get install -y --no-install-recommends git
COPY . /src
RUN python -m build /src
#
# Download stages
#
# Utilities for downloading packages
FROM ${BASE_IMAGE} as downloader
# Bump the date to current to refresh curl/certificates/etc
RUN echo "2023.07.20"
RUN apt-get update && \
apt-get install -y --no-install-recommends \
binutils \
bzip2 \
ca-certificates \
curl \
unzip && \
apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
RUN update-ca-certificates -f
# FreeSurfer 7.3.2
FROM downloader as freesurfer
COPY docker/files/freesurfer7.3.2-exclude.txt /usr/local/etc/freesurfer7.3.2-exclude.txt
COPY docker/files/fs-cert.pem /usr/local/etc/fs-cert.pem
RUN curl --cacert /usr/local/etc/fs-cert.pem \
-sSL https://surfer.nmr.mgh.harvard.edu/pub/dist/freesurfer/7.3.2/freesurfer-linux-ubuntu22_amd64-7.3.2.tar.gz \
| tar zxv --no-same-owner -C /opt --exclude-from=/usr/local/etc/freesurfer7.3.2-exclude.txt
# AFNI
FROM downloader as afni
# Bump the date to current to update AFNI
RUN echo "2023.07.20"
RUN mkdir -p /opt/afni-latest \
&& curl -fsSL --retry 5 https://afni.nimh.nih.gov/pub/dist/tgz/linux_openmp_64.tgz \
| tar -xz -C /opt/afni-latest --strip-components 1 \
--exclude "linux_openmp_64/*.gz" \
--exclude "linux_openmp_64/funstuff" \
--exclude "linux_openmp_64/shiny" \
--exclude "linux_openmp_64/afnipy" \
--exclude "linux_openmp_64/lib/RetroTS" \
--exclude "linux_openmp_64/lib_RetroTS" \
--exclude "linux_openmp_64/meica.libs" \
# Keep only what we use
&& find /opt/afni-latest -type f -not \( \
-name "3dTshift" -or \
-name "3dUnifize" -or \
-name "3dAutomask" -or \
-name "3dvolreg" -or \
-name "3dNwarpApply" \
\) -delete
# Micromamba
FROM downloader as micromamba
# Install a C compiler to build extensions when needed.
# traits<6.4 wheels are not available for Python 3.11+, but build easily.
RUN apt-get update && \
apt-get install -y --no-install-recommends build-essential && \
apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
WORKDIR /
# Bump the date to current to force update micromamba
RUN echo "2024.02.06"
RUN curl -Ls https://micro.mamba.pm/api/micromamba/linux-64/latest | tar -xvj bin/micromamba
ENV MAMBA_ROOT_PREFIX="/opt/conda"
COPY env.yml /tmp/env.yml
# COPY requirements.txt /tmp/requirements.txt
WORKDIR /tmp
RUN micromamba create -y -f /tmp/env.yml && \
micromamba clean -y -a
#
# Main stage
#
FROM ${BASE_IMAGE} as nitransforms
# Configure apt
ENV DEBIAN_FRONTEND="noninteractive" \
LANG="en_US.UTF-8" \
LC_ALL="en_US.UTF-8"
# Some baseline tools; bc is needed for FreeSurfer, so don't drop it
RUN apt-get update && \
apt-get install -y --no-install-recommends \
bc \
ca-certificates \
curl \
git \
gnupg \
lsb-release \
netbase \
xvfb && \
apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
# Configure PPAs for libpng12 and libxp6
RUN GNUPGHOME=/tmp gpg --keyserver hkps://keyserver.ubuntu.com --no-default-keyring --keyring /usr/share/keyrings/linuxuprising.gpg --recv 0xEA8CACC073C3DB2A \
&& GNUPGHOME=/tmp gpg --keyserver hkps://keyserver.ubuntu.com --no-default-keyring --keyring /usr/share/keyrings/zeehio.gpg --recv 0xA1301338A3A48C4A \
&& echo "deb [signed-by=/usr/share/keyrings/linuxuprising.gpg] https://ppa.launchpadcontent.net/linuxuprising/libpng12/ubuntu jammy main" > /etc/apt/sources.list.d/linuxuprising.list \
&& echo "deb [signed-by=/usr/share/keyrings/zeehio.gpg] https://ppa.launchpadcontent.net/zeehio/libxp/ubuntu jammy main" > /etc/apt/sources.list.d/zeehio.list
# Dependencies for AFNI; requires a discontinued multiarch-support package from bionic (18.04)
RUN apt-get update -qq \
&& apt-get install -y -q --no-install-recommends \
ed \
gsl-bin \
libglib2.0-0 \
libglu1-mesa-dev \
libglw1-mesa \
libgomp1 \
libjpeg62 \
libpng12-0 \
libxm4 \
libxp6 \
netpbm \
tcsh \
xfonts-base \
xvfb \
&& curl -sSL --retry 5 -o /tmp/multiarch.deb http://archive.ubuntu.com/ubuntu/pool/main/g/glibc/multiarch-support_2.27-3ubuntu1.5_amd64.deb \
&& dpkg -i /tmp/multiarch.deb \
&& rm /tmp/multiarch.deb \
&& apt-get install -f \
&& apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* \
&& gsl2_path="$(find / -name 'libgsl.so.19' || printf '')" \
&& if [ -n "$gsl2_path" ]; then \
ln -sfv "$gsl2_path" "$(dirname $gsl2_path)/libgsl.so.0"; \
fi \
&& ldconfig
# Install files from stages
COPY --from=freesurfer /opt/freesurfer /opt/freesurfer
COPY --from=afni /opt/afni-latest /opt/afni-latest
# Simulate SetUpFreeSurfer.sh
ENV OS="Linux" \
FS_OVERRIDE=0 \
FIX_VERTEX_AREA="" \
FSF_OUTPUT_FORMAT="nii.gz" \
FREESURFER_HOME="/opt/freesurfer"
ENV SUBJECTS_DIR="$FREESURFER_HOME/subjects" \
FUNCTIONALS_DIR="$FREESURFER_HOME/sessions" \
MNI_DIR="$FREESURFER_HOME/mni" \
LOCAL_DIR="$FREESURFER_HOME/local" \
MINC_BIN_DIR="$FREESURFER_HOME/mni/bin" \
MINC_LIB_DIR="$FREESURFER_HOME/mni/lib" \
MNI_DATAPATH="$FREESURFER_HOME/mni/data"
ENV PERL5LIB="$MINC_LIB_DIR/perl5/5.8.5" \
MNI_PERL5LIB="$MINC_LIB_DIR/perl5/5.8.5" \
PATH="$FREESURFER_HOME/bin:$FREESURFER_HOME/tktools:$MINC_BIN_DIR:$PATH"
# AFNI config
ENV PATH="/opt/afni-latest:$PATH" \
AFNI_IMSAVE_WARNINGS="NO" \
AFNI_PLUGINPATH="/opt/afni-latest"
# Workbench config
ENV PATH="/opt/workbench/bin_linux64:$PATH"
# Create a shared $HOME directory
RUN useradd -m -s /bin/bash -G users neuro
WORKDIR /home/neuro
ENV HOME="/home/neuro" \
LD_LIBRARY_PATH="/usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH"
COPY --from=micromamba /bin/micromamba /bin/micromamba
COPY --from=micromamba /opt/conda/envs/nitransforms /opt/conda/envs/nitransforms
ENV MAMBA_ROOT_PREFIX="/opt/conda"
RUN micromamba shell init -s bash && \
echo "micromamba activate nitransforms" >> $HOME/.bashrc
ENV PATH="/opt/conda/envs/nitransforms/bin:$PATH" \
CPATH="/opt/conda/envs/nitransforms/include:$CPATH" \
LD_LIBRARY_PATH="/opt/conda/envs/nitransforms/lib:$LD_LIBRARY_PATH"
# FSL environment
ENV LANG="C.UTF-8" \
LC_ALL="C.UTF-8" \
PYTHONNOUSERSITE=1 \
FSLDIR="/opt/conda/envs/nitransforms" \
FSLOUTPUTTYPE="NIFTI_GZ" \
FSLMULTIFILEQUIT="TRUE" \
FSLLOCKDIR="" \
FSLMACHINELIST="" \
FSLREMOTECALL="" \
FSLGECUDAQ="cuda.q"
# Unless otherwise specified each process should only use one thread - nipype
# will handle parallelization
ENV MKL_NUM_THREADS=1 \
OMP_NUM_THREADS=1
# Install package
# CRITICAL: Make sure python setup.py --version has been run at least once
# outside the container, with access to the git history.
COPY --from=src /src/dist/*.whl .
RUN python -m pip install --no-cache-dir $( ls *.whl )[all]
RUN find $HOME -type d -exec chmod go=u {} + && \
find $HOME -type f -exec chmod go=u {} + && \
rm -rf $HOME/.npm $HOME/.conda $HOME/.empty
RUN ldconfig
WORKDIR /tmp/
ARG BUILD_DATE
ARG VCS_REF
ARG VERSION
LABEL org.label-schema.build-date=$BUILD_DATE \
org.label-schema.name="nitransforms" \
org.label-schema.vcs-url="https://github.com/nipy/nitransforms" \
org.label-schema.version=$VERSION \
org.label-schema.schema-version="1.0"