Dockerfile

# sMRIPrep Docker Container Image distribution
#
# MIT License
#
# Copyright (c) The NiPreps Developers
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.

# 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/*

# FreeSurfer 7.3.2
FROM downloader as freesurfer
COPY docker/files/freesurfer7.3.2-exclude.txt /usr/local/etc/freesurfer7.3.2-exclude.txt
RUN curl -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

# Connectome Workbench 1.5.0
FROM downloader as workbench
RUN mkdir /opt/workbench && \
    curl -sSLO https://www.humanconnectome.org/storage/app/media/workbench/workbench-linux64-v1.5.0.zip && \
    unzip workbench-linux64-v1.5.0.zip -d /opt && \
    rm workbench-linux64-v1.5.0.zip && \
    rm -rf /opt/workbench/libs_linux64_software_opengl /opt/workbench/plugins_linux64 && \
    strip --remove-section=.note.ABI-tag /opt/workbench/libs_linux64/libQt5Core.so.5

# 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 "2024.03.08"
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

# UV_USE_IO_URING for apparent race-condition (https://github.com/nodejs/node/issues/48444)
# Check if this is still necessary when updating the base image.
ENV PATH="/opt/conda/envs/smriprep/bin:$PATH" \
    UV_USE_IO_URING=0
RUN npm install -g svgo@^3.2.0 bids-validator@^1.14.0 && \
    rm -r ~/.npm

#
# Main stage
#
FROM ${BASE_IMAGE} as smriprep

# Configure apt
ENV DEBIAN_FRONTEND="noninteractive" \
    LANG="en_US.UTF-8" \
    LC_ALL="en_US.UTF-8"

# Some baseline tools
# bc, tcsh are needed for FreeSurfer
# libglu1-mesa is needed for Connectome Workbench
RUN apt-get update && \
    apt-get install -y --no-install-recommends \
                    bc \
                    ca-certificates \
                    curl \
                    git \
                    gnupg \
                    libglu1-mesa \
                    lsb-release \
                    netbase \
                    tcsh \
                    xvfb && \
    apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*

# Install files from stages
COPY --from=freesurfer /opt/freesurfer /opt/freesurfer
COPY --from=workbench /opt/workbench /opt/workbench

# 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"

# Workbench config
ENV PATH="/opt/workbench/bin_linux64:$PATH" \
    LD_LIBRARY_PATH="/opt/workbench/lib_linux64:$LD_LIBRARY_PATH"

# Create a shared $HOME directory
RUN useradd -m -s /bin/bash -G users smriprep
WORKDIR /home/smriprep
ENV HOME="/home/smriprep" \
    LD_LIBRARY_PATH="/usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH"

COPY --from=micromamba /bin/micromamba /bin/micromamba
COPY --from=micromamba /opt/conda/envs/smriprep /opt/conda/envs/smriprep

ENV MAMBA_ROOT_PREFIX="/opt/conda"
RUN micromamba shell init -s bash && \
    echo "micromamba activate smriprep" >> $HOME/.bashrc
ENV PATH="/opt/conda/envs/smriprep/bin:$PATH" \
    CPATH="/opt/conda/envs/smriprep/include:$CPATH" \
    LD_LIBRARY_PATH="/opt/conda/envs/smriprep/lib:$LD_LIBRARY_PATH"

# Precaching atlases
COPY scripts/fetch_templates.py fetch_templates.py
RUN python fetch_templates.py && \
    rm fetch_templates.py && \
    find $HOME/.cache/templateflow -type d -exec chmod go=u {} + && \
    find $HOME/.cache/templateflow -type f -exec chmod go=u {} +

# FSL environment
ENV LANG="C.UTF-8" \
    LC_ALL="C.UTF-8" \
    PYTHONNOUSERSITE=1 \
    FSLDIR="/opt/conda/envs/smriprep" \
    FSLOUTPUTTYPE="NIFTI_GZ" \
    FSLMULTIFILEQUIT="TRUE" \
    FSLLOCKDIR="" \
    FSLMACHINELIST="" \
    FSLREMOTECALL="" \
    FSLGECUDAQ="cuda.q"

# MSM
RUN curl -L -H "Accept: application/octet-stream" https://api.github.com/repos/ecr05/MSM_HOCR/releases/assets/16253707 -o /usr/local/bin/msm \
    && chmod +x /usr/local/bin/msm

# Unless otherwise specified each process should only use one thread - nipype
# will handle parallelization
ENV MKL_NUM_THREADS=1 \
    OMP_NUM_THREADS=1

# Installing SMRIPREP
COPY --from=src /src/dist/*.whl .
RUN pip install --no-cache-dir $( ls *.whl )[telemetry,test]

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

# For detecting the container
ENV IS_DOCKER_8395080871=1

RUN ldconfig
WORKDIR /tmp
ENTRYPOINT ["/opt/conda/envs/smriprep/bin/smriprep"]

ARG BUILD_DATE
ARG VCS_REF
ARG VERSION
LABEL org.label-schema.build-date=$BUILD_DATE \
      org.label-schema.name="sMRIPrep" \
      org.label-schema.description="sMRIPrep - robust sMRI preprocessing tool" \
      org.label-schema.url="https://www.nipreps.org/smriprep" \
      org.label-schema.vcs-ref=$VCS_REF \
      org.label-schema.vcs-url="https://github.com/nipreps/smriprep" \
      org.label-schema.version=$VERSION \
      org.label-schema.schema-version="1.0"