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Update Dockerfiles to Ubuntu 22.04 #4113

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7f41d0e
Update Dockerfiles to Ubuntu 22.04
mikolajskalka Jun 23, 2025
34bf62a
Merge branch 'tensorflow:master' into bump-ubuntu-to-22.04
mikolajskalka Aug 14, 2025
90ad4e8
Update openjdk and python
mikolajskalka Sep 18, 2025
73b89c9
Update python distutils for Dockerfile.devel-gpu
mikolajskalka Sep 30, 2025
00dfc64
Move python distutils installation to the later step
mikolajskalka Sep 30, 2025
04b6c3c
Removee software-properties-common
mikolajskalka Oct 2, 2025
1b0c3f3
Manually add deadsnakes in Dockerfile step
mikolajskalka Oct 2, 2025
4acbca0
Add universe repository
mikolajskalka Oct 2, 2025
b571def
Make python 3.10 default
mikolajskalka Oct 2, 2025
2552cce
add resources flags
mikolajskalka Oct 3, 2025
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2 changes: 1 addition & 1 deletion tensorflow_serving/tools/docker/Dockerfile
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Expand Up @@ -16,7 +16,7 @@ ARG TF_SERVING_VERSION=latest
ARG TF_SERVING_BUILD_IMAGE=tensorflow/serving:${TF_SERVING_VERSION}-devel

FROM ${TF_SERVING_BUILD_IMAGE} as build_image
FROM ubuntu:20.04
FROM ubuntu:22.04

ARG TF_SERVING_VERSION_GIT_BRANCH=master
ARG TF_SERVING_VERSION_GIT_COMMIT=head
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9 changes: 5 additions & 4 deletions tensorflow_serving/tools/docker/Dockerfile.devel
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Expand Up @@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
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@floringavrila floringavrila Jul 24, 2025 •
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did you tried to build this docker file ?
you could use python version 3.10 which comes installed on ubuntu 22

I do not think python 3.9 is available on ppa:deadsnakes/ppa. for ubuntu 22 ...

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I didn't and I see there are some issues with the build. I'll try to figure that out

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@floringavrila I have updated the Dockerfile and was able to build it now

# limitations under the License.
FROM ubuntu:20.04 as base_build
FROM ubuntu:22.04 as base_build

ARG TF_SERVING_VERSION_GIT_BRANCH=master
ARG TF_SERVING_VERSION_GIT_COMMIT=HEAD
Expand All @@ -25,6 +25,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
automake \
build-essential \
ca-certificates \
gnupg \
curl \
git \
gcc-10 \
Expand All @@ -35,10 +36,10 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
libtool \
libzmq3-dev \
mlocate \
openjdk-8-jdk\
openjdk-8-jre-headless \
openjdk-11-jdk\
openjdk-11-jre-headless \
pkg-config \
python-dev \
python3-dev \
software-properties-common \
swig \
unzip \
Expand Down
31 changes: 13 additions & 18 deletions tensorflow_serving/tools/docker/Dockerfile.devel-gpu
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Expand Up @@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
FROM nvidia/cuda:12.2.0-base-ubuntu20.04 as base_build
FROM nvidia/cuda:12.2.0-base-ubuntu22.04 as base_build

ARG TF_SERVING_VERSION_GIT_BRANCH=master
ARG TF_SERVING_VERSION_GIT_COMMIT=HEAD
Expand Down Expand Up @@ -75,32 +75,27 @@ RUN apt-get install -y --no-install-recommends \
libcurl3-dev \
libzmq3-dev \
mlocate \
openjdk-8-jdk\
openjdk-8-jre-headless \
openjdk-11-jdk\
openjdk-11-jre-headless \
pkg-config \
python-dev \
software-properties-common \
swig \
unzip \
wget \
zip \
zlib1g-dev \
python3-distutils \
python-distutils-extra && \
zlib1g-dev && \
find /usr/local/cuda-12.2/lib64/ -type f -name 'lib*_static.a' -not -name 'libcudart_static.a' -delete


# Install python 3.9.
RUN add-apt-repository ppa:deadsnakes/ppa && \
apt-get update && apt-get install -y \
python3.9 python3.9-dev python3-pip python3.9-venv && \
# Install python 3.10.
RUN apt-get update && apt-get install -y --no-install-recommends \
python3.10 python3-dev python3-pip python3-venv && \
rm -rf /var/lib/apt/lists/* && \
python3.9 -m pip install pip --upgrade && \
update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 0
python3 -m pip install --upgrade pip && \
update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1

# Make python3.9 the default python version
# Make python3.10 the default python version
# If updating default python version, also update version in the WORKSPACE file.
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.9 0
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.10 1

RUN curl -fSsL -O https://bootstrap.pypa.io/get-pip.py && \
python3 get-pip.py && \
Expand Down Expand Up @@ -159,7 +154,7 @@ RUN echo "Building with Bazel options: ${TF_SERVING_BAZEL_OPTIONS}"

RUN ln -s /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/libcuda.so.1 && \
LD_LIBRARY_PATH=/usr/local/cuda/lib64/stubs:${LD_LIBRARY_PATH} \
bazel build --color=yes --curses=yes --config=cuda_clang --copt="-fPIC"\
bazel build --color=yes --curses=yes --config=cuda_clang --copt="-fPIC" --local_ram_resources=32768 --local_cpu_resources=8 \
${TF_SERVING_BAZEL_OPTIONS} \
--verbose_failures \
--output_filter=DONT_MATCH_ANYTHING \
Expand All @@ -170,7 +165,7 @@ RUN ln -s /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/lib
rm /usr/local/cuda/lib64/stubs/libcuda.so.1

# Build and install TensorFlow Serving API
RUN bazel build --color=yes --curses=yes \
RUN bazel build --color=yes --curses=yes --local_ram_resources=32768 --local_cpu_resources=8 \
${TF_SERVING_BAZEL_OPTIONS} \
--verbose_failures \
--output_filter=DONT_MATCH_ANYTHING \
Expand Down
6 changes: 3 additions & 3 deletions tensorflow_serving/tools/docker/Dockerfile.devel-mkl
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Expand Up @@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
FROM ubuntu:20.04 as base_build
FROM ubuntu:22.04 as base_build

ARG TF_SERVING_VERSION_GIT_BRANCH=master
ARG TF_SERVING_VERSION_GIT_COMMIT=HEAD
Expand Down Expand Up @@ -42,8 +42,8 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
libtool \
libzmq3-dev \
mlocate \
openjdk-8-jdk\
openjdk-8-jre-headless \
openjdk-11-jdk\
openjdk-11-jre-headless \
pkg-config \
software-properties-common \
swig \
Expand Down
2 changes: 1 addition & 1 deletion tensorflow_serving/tools/docker/Dockerfile.gpu
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Expand Up @@ -16,7 +16,7 @@ ARG TF_SERVING_VERSION=latest
ARG TF_SERVING_BUILD_IMAGE=tensorflow/serving:${TF_SERVING_VERSION}-devel-gpu

FROM ${TF_SERVING_BUILD_IMAGE} as build_image
FROM nvidia/cuda:12.2.0-base-ubuntu20.04 as base_build
FROM nvidia/cuda:12.2.0-base-ubuntu22.04 as base_build

ARG TF_SERVING_VERSION_GIT_BRANCH=master
ARG TF_SERVING_VERSION_GIT_COMMIT=HEAD
Expand Down
2 changes: 1 addition & 1 deletion tensorflow_serving/tools/docker/Dockerfile.mkl
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Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@ ARG TF_SERVING_VERSION=latest
ARG TF_SERVING_BUILD_IMAGE=tensorflow/serving:${TF_SERVING_VERSION}-devel-mkl

FROM ${TF_SERVING_BUILD_IMAGE} as build_image
FROM ubuntu:20.04
FROM ubuntu:22.04

ARG TF_SERVING_VERSION_GIT_BRANCH=master
ARG TF_SERVING_VERSION_GIT_COMMIT=head
Expand Down
8 changes: 4 additions & 4 deletions tensorflow_serving/tools/docker/setup.sources.sh
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Expand Up @@ -41,12 +41,12 @@ cat >/etc/apt/sources.list.d/custom.list <<SOURCES
deb https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 /

# More Python versions: Deadsnakes
deb http://ppa.launchpad.net/deadsnakes/ppa/ubuntu focal main
deb-src http://ppa.launchpad.net/deadsnakes/ppa/ubuntu focal main
deb http://ppa.launchpad.net/deadsnakes/ppa/ubuntu jammy main
deb-src http://ppa.launchpad.net/deadsnakes/ppa/ubuntu jammy main

# LLVM/Clang repository
deb http://apt.llvm.org/focal/ llvm-toolchain-focal-17 main
deb-src http://apt.llvm.org/focal/ llvm-toolchain-focal-17 main
deb http://apt.llvm.org/jammy/ llvm-toolchain-jammy-17 main
deb-src http://apt.llvm.org/jammy/ llvm-toolchain-jammy-17 main
SOURCES

apt-get update