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--- a +++ b/Dockerfile @@ -0,0 +1,258 @@ +# Copyright 2019 Google LLC. +# This is used to build the DeepVariant release docker image. +# It can also be used to build local images, especially if you've made changes +# to the code. +# Example command: +# $ git clone https://github.com/google/deepvariant.git +# $ cd deepvariant +# $ sudo docker build -t deepvariant . +# +# To build for GPU, use a command like: +# $ sudo docker build --build-arg=FROM_IMAGE=nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 --build-arg=DV_GPU_BUILD=1 -t deepvariant_gpu . + + +ARG FROM_IMAGE=ubuntu:22.04 +# PYTHON_VERSION is also set in settings.sh. +ARG PYTHON_VERSION=3.10 +ARG DV_GPU_BUILD=0 +ARG VERSION=1.8.0 +ARG TF_ENABLE_ONEDNN_OPTS=1 + +FROM continuumio/miniconda3 as conda_setup +RUN conda config --add channels defaults && \ + conda config --add channels bioconda && \ + conda config --add channels conda-forge +RUN conda create -n bio \ + bioconda::bcftools=1.15 \ + bioconda::samtools=1.15 \ + && conda clean -a + +FROM ${FROM_IMAGE} as builder +COPY --from=conda_setup /opt/conda /opt/conda +LABEL maintainer="https://github.com/google/deepvariant/issues" + +ARG DV_GPU_BUILD +ENV DV_GPU_BUILD=${DV_GPU_BUILD} +ENV DV_BIN_PATH=/opt/deepvariant/bin + +# Copying DeepVariant source code +COPY . /opt/deepvariant + +ARG VERSION +ENV VERSION=${VERSION} + +WORKDIR /opt/deepvariant + +RUN echo "Acquire::http::proxy \"$http_proxy\";\n" \ + "Acquire::https::proxy \"$https_proxy\";" > "/etc/apt/apt.conf" + +RUN ./build-prereq.sh \ + && PATH="${HOME}/bin:${PATH}" ./build_release_binaries.sh # PATH for bazel + +FROM ${FROM_IMAGE} +ARG DV_GPU_BUILD +ARG VERSION +ARG PYTHON_VERSION +ARG TF_ENABLE_ONEDNN_OPTS +ENV DV_GPU_BUILD=${DV_GPU_BUILD} +ENV VERSION ${VERSION} +ENV PYTHON_VERSION ${PYTHON_VERSION} +ENV TF_ENABLE_ONEDNN_OPTS ${TF_ENABLE_ONEDNN_OPTS} + +RUN echo "Acquire::http::proxy \"$http_proxy\";\n" \ + "Acquire::https::proxy \"$https_proxy\";" > "/etc/apt/apt.conf" + +WORKDIR /opt/ +COPY --from=builder /opt/deepvariant/bazel-bin/licenses.zip . + +WORKDIR /opt/deepvariant/bin/ +COPY --from=builder /opt/conda /opt/conda +COPY --from=builder /opt/deepvariant/run-prereq.sh . +COPY --from=builder /opt/deepvariant/settings.sh . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/make_examples.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/call_variants.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/postprocess_variants.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/vcf_stats_report.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/show_examples.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/runtime_by_region_vis.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/multisample_make_examples.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/labeler/labeled_examples_to_vcf.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/make_examples_somatic.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/train.zip . +COPY --from=builder /opt/deepvariant/bazel-out/k8-opt/bin/deepvariant/fast_pipeline . +COPY --from=builder /opt/deepvariant/scripts/run_deepvariant.py . +COPY --from=builder /opt/deepvariant/scripts/run_deepsomatic.py . + +RUN ./run-prereq.sh + +RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python${PYTHON_VERSION} 0 && \ + update-alternatives --install /usr/bin/python python /usr/bin/python${PYTHON_VERSION} 0 + +# Create shell wrappers for python zip files for easier use. +RUN \ + BASH_HEADER='#!/bin/bash' && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/make_examples.zip "$@"' > \ + /opt/deepvariant/bin/make_examples && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/call_variants.zip "$@"' > \ + /opt/deepvariant/bin/call_variants && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/postprocess_variants.zip "$@"' > \ + /opt/deepvariant/bin/postprocess_variants && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/vcf_stats_report.zip "$@"' > \ + /opt/deepvariant/bin/vcf_stats_report && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/show_examples.zip "$@"' > \ + /opt/deepvariant/bin/show_examples && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/runtime_by_region_vis.zip "$@"' > \ + /opt/deepvariant/bin/runtime_by_region_vis && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/multisample_make_examples.zip "$@"' > \ + /opt/deepvariant/bin/multisample_make_examples && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 -u /opt/deepvariant/bin/labeled_examples_to_vcf.zip "$@"' > \ + /opt/deepvariant/bin/labeled_examples_to_vcf && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 -u /opt/deepvariant/bin/make_examples_somatic.zip "$@"' > \ + /opt/deepvariant/bin/make_examples_somatic && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 -u /opt/deepvariant/bin/run_deepvariant.py "$@"' > \ + /opt/deepvariant/bin/run_deepvariant && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 -u /opt/deepvariant/bin/run_deepsomatic.py "$@"' > \ + /opt/deepvariant/bin/run_deepsomatic && \ + printf "%s\n%s\n" \ + "${BASH_HEADER}" \ + 'python3 /opt/deepvariant/bin/train.zip "$@"' > \ + /opt/deepvariant/bin/train && \ + chmod +x /opt/deepvariant/bin/make_examples \ + /opt/deepvariant/bin/call_variants \ + /opt/deepvariant/bin/postprocess_variants \ + /opt/deepvariant/bin/vcf_stats_report \ + /opt/deepvariant/bin/show_examples \ + /opt/deepvariant/bin/runtime_by_region_vis \ + /opt/deepvariant/bin/multisample_make_examples \ + /opt/deepvariant/bin/run_deepvariant \ + /opt/deepvariant/bin/run_deepsomatic \ + /opt/deepvariant/bin/labeled_examples_to_vcf \ + /opt/deepvariant/bin/make_examples_somatic \ + /opt/deepvariant/bin/train + +# Copy models +WORKDIR /opt/models/wgs +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wgs.savedmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wgs.savedmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wgs.savedmodel/example_info.json . +WORKDIR /opt/models/wgs/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wgs.savedmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wgs.savedmodel/variables/variables.index . +RUN chmod -R +r /opt/models/wgs/* + +WORKDIR /opt/models/wes +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wes.savedmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wes.savedmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wes.savedmodel/example_info.json . +WORKDIR /opt/models/wes/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wes.savedmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.wes.savedmodel/variables/variables.index . +RUN chmod -R +r /opt/models/wes/* + +WORKDIR /opt/models/pacbio +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.pacbio.savedmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.pacbio.savedmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.pacbio.savedmodel/example_info.json . +WORKDIR /opt/models/pacbio/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.pacbio.savedmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.pacbio.savedmodel/variables/variables.index . +RUN chmod -R +r /opt/models/pacbio/* + +WORKDIR /opt/models/hybrid_pacbio_illumina +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.hybrid.savedmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.hybrid.savedmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.hybrid.savedmodel/example_info.json . +WORKDIR /opt/models/hybrid_pacbio_illumina/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.hybrid.savedmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.hybrid.savedmodel/variables/variables.index . +RUN chmod -R +r /opt/models/hybrid_pacbio_illumina/* + +WORKDIR /opt/models/ont_r104 +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.ont.savedmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.ont.savedmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.ont.savedmodel/example_info.json . +WORKDIR /opt/models/ont_r104/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.ont.savedmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.ont.savedmodel/variables/variables.index . +RUN chmod -R +r /opt/models/ont_r104/* + +WORKDIR /opt/models/masseq +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.masseq.savedmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.masseq.savedmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.masseq.savedmodel/example_info.json . +WORKDIR /opt/models/masseq/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.masseq.savedmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/savedmodels/deepvariant.masseq.savedmodel/variables/variables.index . +RUN chmod -R +r /opt/models/masseq/* + +# Copy small models +WORKDIR /opt/smallmodels/wgs +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.wgs.smallmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.wgs.smallmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.wgs.smallmodel/keras_metadata.pb . +WORKDIR /opt/smallmodels/wgs/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.wgs.smallmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.wgs.smallmodel/variables/variables.index . +RUN chmod -R +r /opt/smallmodels/wgs/* + +WORKDIR /opt/smallmodels/pacbio +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.pacbio.smallmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.pacbio.smallmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.pacbio.smallmodel/keras_metadata.pb . +WORKDIR /opt/smallmodels/pacbio/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.pacbio.smallmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.pacbio.smallmodel/variables/variables.index . +RUN chmod -R +r /opt/smallmodels/pacbio/* + +WORKDIR /opt/smallmodels/hybrid_pacbio_illumina +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.hybrid.smallmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.hybrid.smallmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.hybrid.smallmodel/keras_metadata.pb . +WORKDIR /opt/smallmodels/hybrid_pacbio_illumina/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.hybrid.smallmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.hybrid.smallmodel/variables/variables.index . +RUN chmod -R +r /opt/smallmodels/hybrid_pacbio_illumina/* + +WORKDIR /opt/smallmodels/ont_r104 +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.ont.smallmodel/fingerprint.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.ont.smallmodel/saved_model.pb . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.ont.smallmodel/keras_metadata.pb . +WORKDIR /opt/smallmodels/ont_r104/variables +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.ont.smallmodel/variables/variables.data-00000-of-00001 . +ADD https://storage.googleapis.com/deepvariant/models/DeepVariant/${VERSION}/smallmodels/deepvariant.ont.smallmodel/variables/variables.index . +RUN chmod -R +r /opt/smallmodels/ont_r104/* + +ENV PATH="${PATH}":/opt/conda/bin:/opt/conda/envs/bio/bin:/opt/deepvariant/bin + +RUN apt-get -y update && \ + apt-get install -y parallel python3-pip && \ + PATH="${HOME}/.local/bin:$PATH" python3 -m pip install absl-py==0.13.0 && \ + apt-get clean autoclean && \ + apt-get autoremove -y --purge && \ + rm -rf /var/lib/apt/lists/* + +WORKDIR /opt/deepvariant + +CMD ["/opt/deepvariant/bin/run_deepvariant", "--help"]