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Dockerfile.r4train.amd64
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FROM ubuntu:jammy as builder
RUN mkdir -p /opt/rss-termius-v2-rank && \
mkdir -p /opt/xgboost && \
mkdir -p /opt/rank_model/
RUN apt-get update && \
apt-get install build-essential -y && \
apt-get install cmake -y && \
apt-get install libgflags-dev -y && \
apt install git -y && \
apt install curl -y && \
apt install pkg-config -y && \
apt-get install libssl-dev -y && \
apt-get install libcpprest-dev -y && \
cd /opt/xgboost && \
git clone --recursive https://github.com/dmlc/xgboost . && \
git checkout -b release_2.0.0 origin/release_2.0.0 && \
git submodule init && \
git submodule update && \
mkdir build && \
cd build && \
cmake .. -DBUILD_STATIC_LIB=on && \
make -j$(nproc) && \
make install && \
cd /opt && \
rm -r xgboost
RUN cd /opt && \
curl -LJO https://github.com/google/googletest/archive/refs/tags/v1.14.0.tar.gz && \
tar -xvzf googletest-1.14.0.tar.gz && \
cd /opt/googletest-1.14.0 && \
mkdir build && \
cd build && \
cmake .. && \
make -j$(nproc) && \
make install && \
cd /opt && \
rm -r googletest-1.14.0 && \
rm googletest-1.14.0.tar.gz
RUN cd /opt && \
curl -LJO https://github.com/mongodb/mongo-c-driver/releases/download/1.24.0/mongo-c-driver-1.24.0.tar.gz && \
tar -xvzf mongo-c-driver-1.24.0.tar.gz && \
cd mongo-c-driver-1.24.0/build && \
cmake .. && \
make -j$(nproc) && \
make install && \
cd /opt && \
rm mongo-c-driver-1.24.0.tar.gz && \
rm -r mongo-c-driver-1.24.0
RUN cd /opt && \
curl -LJO https://github.com/mongodb/mongo-cxx-driver/releases/download/r3.8.1/mongo-cxx-driver-r3.8.1.tar.gz && \
tar -xvzf mongo-cxx-driver-r3.8.1.tar.gz && \
cd mongo-cxx-driver-r3.8.1/build && \
cmake -DCMAKE_INSTALL_PREFIX=/usr/local .. && \
make -j$(nproc) && \
make install && \
cd /opt && \
rm mongo-cxx-driver-r3.8.1.tar.gz && \
rm -r mongo-cxx-driver-r3.8.1
RUN cd /opt && \
curl -LO https://github.com/google/sentencepiece/archive/refs/tags/v0.1.99.tar.gz && \
tar -xvzf v0.1.99.tar.gz && \
cd sentencepiece-0.1.99 && \
mkdir build && \
cd build && \
cmake .. && \
make -j$(nproc) && \
make install && \
cd /opt && \
rm -r sentencepiece-0.1.99 && \
rm v0.1.99.tar.gz
RUN cd /opt && \
mkdir -p /usr/local/include/cppitertools && \
curl -LO https://github.com/ryanhaining/cppitertools/archive/refs/tags/v2.1.tar.gz && \
tar xzvf v2.1.tar.gz && \
cd cppitertools-2.1/ && \
cp *.hpp /usr/local/include/cppitertools && \
cp -r internal /usr/local/include/cppitertools && \
cd /opt && \
rm v2.1.tar.gz && \
rm -r cppitertools-2.1
ENV EIGEN3_INCLUDE_DIR=/usr/local/include/eigen3
RUN cd /opt && \
curl -LJO https://gitlab.com/libeigen/eigen/-/archive/3.4.0/eigen-3.4.0.tar.gz \
&& tar -xzf eigen-3.4.0.tar.gz \
&& cd eigen-3.4.0 && \
mkdir build && \
cd build && \
cmake .. && \
make install
RUN cd /opt && \
curl -LJO https://github.com/OpenMathLib/OpenBLAS/archive/refs/tags/v0.3.28.tar.gz && \
tar -xvzf OpenBLAS-0.3.28.tar.gz && \
cd OpenBLAS-0.3.28 && \
make TARGET=GENERIC -j$(nproc) && \
make PREFIX=/usr/local install
RUN cd /opt && \
apt-get install -y gfortran && \
curl -LJO https://github.com/Reference-LAPACK/lapack/archive/refs/tags/v3.12.0.tar.gz && \
tar -xvzf lapack-3.12.0.tar.gz && \
cd lapack-3.12.0 && \
mkdir build && \
cd build && \
cmake .. && \
make blas lapack && \
make install
RUN apt install wget -y && \
wget https://cmake.org/files/v3.25/cmake-3.25.2-linux-x86_64.sh && \
bash cmake-3.25.2-linux-x86_64.sh --prefix=/usr/local --skip-license
RUN cd /opt && \
curl -LJO https://codeload.github.com/facebookresearch/faiss/tar.gz/refs/tags/v1.9.0 && \
tar -xvzf faiss-1.9.0.tar.gz && \
cd faiss-1.9.0 && \
mkdir build && \
cd build && \
cmake .. -DFAISS_ENABLE_GPU=OFF -DFAISS_ENABLE_PYTHON=OFF -DBUILD_TESTING=OFF -DBUILD_SHARED_LIBS=ON && \
make -j$(nproc) && \
make install
RUN cd /opt && \
curl -LJO https://github.com/tfussell/xlnt/archive/refs/tags/v1.5.0.tar.gz && \
tar -xvzf xlnt-1.5.0.tar.gz && \
cd xlnt-1.5.0 && \
sed -i '1i #include <limits>' /opt/xlnt-1.5.0/source/detail/number_format/number_formatter.cpp && \
mkdir build && \
cd build && \
cmake .. && \
make -j$(nproc) && \
make install
RUN cd /opt && \
wget https://github.com/libarchive/libarchive/releases/download/v3.7.7/libarchive-3.7.7.tar.gz && \
tar -xvzf libarchive-3.7.7.tar.gz && \
cd libarchive-3.7.7 && \
./configure && \
make && \
make install
ADD train-rank/src /opt/rss-terminus-v2-rank/src
ADD train-rank/test /opt/rss-terminus-v2-rank/test
COPY train-rank/CMakeLists.txt /opt/rss-terminus-v2-rank/CMakeLists.txt
COPY train-rank/*.cmake /opt/rss-terminus-v2-rank/
RUN cd /opt/rss-terminus-v2-rank && \
mkdir build && \
cd build && \
cmake .. && \
make && \
cp bertv2train /usr/local/bin && \
cd /opt && \
rm -r rss-termius-v2-rank
FROM ubuntu:jammy
# FROM alpine
COPY --from=builder /usr/local/bin/bertv2train /usr/local/bin/bertv2train
COPY --from=builder /usr/local/lib/libmongocxx.so._noabi /usr/local/lib/libmongocxx.so._noabi
COPY --from=builder /usr/local/lib/libbsoncxx.so._noabi /usr/local/lib/libbsoncxx.so._noabi
COPY --from=builder /usr/local/lib/libmongoc-1.0.so.0 /usr/local/lib/libmongoc-1.0.so.0
COPY --from=builder /usr/local/lib/libbson-1.0.so.0 /usr/local/lib/libbson-1.0.so.0
COPY --from=builder /usr/lib/x86_64-linux-gnu/libgomp.so.1 /usr/lib/x86_64-linux-gnu/libgomp.so.1
COPY --from=builder /usr/lib/x86_64-linux-gnu/libcpprest.so.2.10 /usr/lib/x86_64-linux-gnu/libcpprest.so.2.10
COPY --from=builder /usr/lib/x86_64-linux-gnu/libbrotlidec.so.1 /usr/lib/x86_64-linux-gnu/libbrotlidec.so.1
COPY --from=builder /usr/lib/x86_64-linux-gnu/libbrotlienc.so.1 /usr/lib/x86_64-linux-gnu/libbrotlienc.so.1
COPY --from=builder /usr/lib/x86_64-linux-gnu/libbrotlicommon.so.1 /usr/lib/x86_64-linux-gnu/libbrotlicommon.so.1
COPY --from=builder /usr/lib/x86_64-linux-gnu/libicuuc.so.70 /usr/lib/x86_64-linux-gnu/libicuuc.so.70
COPY --from=builder /usr/lib/x86_64-linux-gnu/libicudata.so.70 /usr/lib/x86_64-linux-gnu/libicudata.so.70
COPY --from=builder /usr/lib/x86_64-linux-gnu/libgflags.so.2.2 /usr/lib/x86_64-linux-gnu/libgflags.so.2.2
#COPY --from=builder /usr/lib/x86_64-linux-gnu/libgflags_nothreads.so.2.2 /usr/lib/x86_64-linux-gnu/libgflags_nothreads.so.2.2
COPY --from=builder /usr/local/lib/libfaiss.so /usr/local/lib/libfaiss.so
COPY --from=builder /usr/local/lib/libblas.a /usr/local/lib/libblas.a
COPY --from=builder /usr/local/lib/libopenblas.a /usr/local/lib/libopenblas.a
COPY --from=builder /usr/local/lib/libopenblas.so /usr/local/lib/libopenblas.so
COPY --from=builder /usr/local/lib/libopenblas.so.0 /usr/local/lib/libopenblas.so.0
COPY --from=builder /usr/local/lib/libopenblas_genericp-r0.3.28.a /usr/local/lib/libopenblas_genericp-r0.3.28.a
COPY --from=builder /usr/local/lib/libopenblas_genericp-r0.3.28.so /usr/local/lib/libopenblas_genericp-r0.3.28.so
COPY --from=builder /usr/local/lib/libxlnt.so.1.5.0 /usr/local/lib/libxlnt.so.1.5.0
COPY --from=builder /usr/local/lib/libxlnt.so /usr/local/lib/libxlnt.so
COPY --from=builder /usr/local/lib/libarchive.a /usr/local/lib/libarchive.a
COPY --from=builder /usr/local/lib/libarchive.la /usr/local/lib/libarchive.la
COPY --from=builder /usr/local/lib/libarchive.so /usr/local/lib/libarchive.so
COPY --from=builder /usr/local/lib/libarchive.so.13 /usr/local/lib/libarchive.so.13
COPY --from=builder /usr/local/lib/libarchive.so.13.7.7 /usr/local/lib/libarchive.so.13.7.7
RUN mkdir /opt/rank_model/
ENV LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH
CMD ["/usr/local/bin/bertv2train"]
# ENTRYPOINT ["tail", "-f", "/dev/null"]