1 # Copyright (c) 2019 Intel Corporation
2 # Licensed to the Apache Software Foundation (ASF) under one or more
3 # contributor license agreements. See the NOTICE file distributed with
4 # this work for additional information regarding copyright ownership.
5 # The ASF licenses this file to You under the Apache License, Version 2.0
6 # (the "License"); you may not use this file except in compliance with
7 # the License. You may obtain a copy of the License at
9 # http://www.apache.org/licenses/LICENSE-2.0
11 # Unless required by applicable law or agreed to in writing, software
12 # distributed under the License is distributed on an "AS IS" BASIS,
13 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 # See the License for the specific language governing permissions and
15 # limitations under the License.
18 # Ported kubernetes spark image to Ubuntu
24 RUN apt install -y locales openjdk-8-jdk && rm -rf /var/lib/apt/lists/* \
25 && localedef -i en_US -c -f UTF-8 -A /usr/share/locale/locale.alias en_US.UTF-8
27 # Install all the essentials
28 RUN apt-get update --fix-missing && \
29 apt-get install -y numactl wget curl bzip2 ca-certificates libglib2.0-0 libxext6 libsm6 libxrender1 \
30 git mercurial subversion build-essential openssh-server openssh-client net-tools && \
32 rm -rf /var/lib/apt/lists/*
35 ENV JAVA_HOME /usr/lib/jvm/java-8-openjdk-amd64
36 ENV PATH $JAVA_HOME/bin:$PATH
37 ENV PATH /opt/conda/bin:$PATH
38 ENV OPENMPI_VERSION 3.1
41 RUN mkdir /tmp/openmpi && \
43 wget --quiet https://www.open-mpi.org/software/ompi/v${OPENMPI_VERSION}/downloads/openmpi-${OPENMPI_VERSION}.2.tar.gz -O openmpi.tar.gz && \
44 tar zxf openmpi.tar.gz && \
46 ./configure --enable-orterun-prefix-by-default && \
47 make -j $(nproc) all && \
53 RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
54 /bin/bash ~/miniconda.sh -b -p /opt/conda && \
55 rm ~/miniconda.sh && \
56 ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \
57 echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
58 echo "conda activate base" >> ~/.bashrc
60 # Install tf & keras using conda in the virtual_environment:tf_env
61 SHELL ["/bin/bash", "-c"]
62 RUN conda update -n base -c defaults conda && \
63 conda create -n tf_env
64 RUN conda install -n tf_env -y -c anaconda \
65 pip tensorflow keras nltk
67 RUN echo "conda activate tf_env" >> ~/.bashrc && \
68 conda install -n tf_env -y -c conda-forge clangdev
71 RUN HOROVOD_WITH_TENSORFLOW=1 /opt/conda/envs/tf_env/bin/pip install --no-cache-dir horovod
73 # openMPI sane defaults:
74 RUN echo "hwloc_base_binding_policy = none" >> /usr/local/etc/openmpi-mca-params.conf && \
75 echo "rmaps_base_mapping_policy = slot" >> /usr/local/etc/openmpi-mca-params.conf && \
76 echo "btl_tcp_if_exclude = lo,docker0" >> /usr/local/etc/openmpi-mca-params.conf
78 # Allow OpenSSH to talk to containers without asking for confirmation
79 RUN cat /etc/ssh/ssh_config | grep -v StrictHostKeyChecking > /etc/ssh/ssh_config.new && \
80 echo " StrictHostKeyChecking no" >> /etc/ssh/ssh_config.new && \
81 mv /etc/ssh/ssh_config.new /etc/ssh/ssh_config
84 RUN apt-get install -y curl grep sed dpkg && \
85 TINI_VERSION=`curl https://github.com/krallin/tini/releases/latest | grep -o "/v.*\"" | sed 's:^..\(.*\).$:\1:'` && echo ${TINI_VERSION} && \
86 curl -L "https://github.com/krallin/tini/releases/download/v${TINI_VERSION}/tini_${TINI_VERSION}.deb" > tini.deb && \
91 # This is needed to match the original entrypoint.sh file.
92 RUN cp /usr/bin/tini /sbin
94 # Begin: Installing spark
96 ARG img_path=kubernetes/dockerfiles
97 ARG k8s_tests=kubernetes/tests
99 # Before building the docker image, first build and make a Spark distribution following
100 # the instructions in http://spark.apache.org/docs/latest/building-spark.html.
101 # If this docker file is being used in the context of building your images from a Spark
102 # distribution, the docker build command should be invoked from the top level directory
103 # of the Spark distribution. E.g.:
104 # docker build -t spark:latest -f kubernetes/dockerfiles/spark/ubuntu18.04/Dockerfile .
106 RUN mkdir -p /opt/spark && \
107 mkdir -p /opt/spark/work-dir && \
108 touch /opt/spark/RELEASE && \
110 ln -sv /bin/bash /bin/sh && \
111 echo "auth required pam_wheel.so use_uid" >> /etc/pam.d/su && \
112 chgrp root /etc/passwd && chmod ug+rw /etc/passwd
115 COPY ${spark_jars} /opt/spark/jars
116 COPY bin /opt/spark/bin
117 COPY sbin /opt/spark/sbin
118 COPY ${img_path}/spark/entrypoint.sh /opt/
119 COPY examples /opt/spark/examples
120 COPY ${k8s_tests} /opt/spark/tests
121 COPY data /opt/spark/data
122 ENV SPARK_HOME /opt/spark
124 RUN mkdir /opt/spark/python
125 COPY python/pyspark /opt/spark/python/pyspark
126 COPY python/lib /opt/spark/python/lib
127 ENV PYTHONPATH /opt/spark/python/lib/pyspark.zip:/opt/spark/python/lib/py4j-*.zip
129 WORKDIR /opt/spark/work-dir
131 ENTRYPOINT [ "/opt/entrypoint.sh" ]
133 # End: Installing spark