liuxunorg commented on a change in pull request #3331: [Zeppelin-4049] Hadoop 
Submarine (Machine Learning) interpreter

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+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# See the License for the specific language governing permissions and
+# limitations under the License.
+FROM nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04
+# Pick up some TF dependencies
+RUN apt-get update && apt-get install -y --allow-downgrades 
--no-install-recommends \
+  --allow-change-held-packages --allow-unauthenticated \
+  build-essential libfreetype6-dev libpng12-dev \
+  libzmq3-dev pkg-config python python-dev \
+  rsync software-properties-common curl unzip wget grep sed vim \
+    iputils-ping net-tools gdb python2.7-dbg tzdata \
+    cuda-cublas-9-0 cuda-cufft-9-0 cuda-curand-9-0 cuda-cusolver-9-0 \
+  cuda-cusparse-9-0 libcudnn7= && \
+  apt-get clean && \
+  rm -rf /var/lib/apt/lists/*
+RUN export DEBIAN_FRONTEND=noninteractive && apt-get update && apt-get install 
-yq krb5-user libpam-krb5 && apt-get clean
+RUN curl -O && \
+  python && \
+  rm
+RUN echo "Install python related packages" && \
+  apt-get -y update && \
+  apt-get install -y gfortran && \
+  # numerical/algebra packages
+  apt-get install -y libblas-dev libatlas-dev liblapack-dev && \
+  # font, image for matplotlib
+  apt-get install -y libpng-dev libxft-dev && \
+  # for tkinter
+  apt-get install -y python-tk libxml2-dev libxslt-dev zlib1g-dev
+RUN pip --no-cache-dir install Pillow h5py ipykernel jupyter matplotlib numpy 
pandas scipy sklearn && \
+  python -m ipykernel.kernelspec
+# Set the locale
+# disable bash: warning: setlocale: LC_ALL: cannot change locale (en_US.UTF-8)
+RUN apt-get clean && apt-get update && apt-get install -y locales
+RUN locale-gen en_US.UTF-8
+# Install TensorFlow GPU version.
+RUN pip --no-cache-dir install \
+RUN apt-get update && apt-get install git -y
+# Install hadoop
+RUN wget${HADOOP_VERSION}/hadoop-${HADOOP_VERSION}.tar.gz
 Review comment:
   1. There are some bugs in the tensorflow version for distributed training.
   2. Tensorflow also has a lot of problems with different versions of hadoop 
   Now, the docker we provide is a companion version that has been tested in 
the production environment.
   Therefore, the version number cannot be modified at will.

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