ARG FROM_IMAGE_NAME=nvcr.io/nvidia/tensorflow:20.02-tf1-py3

FROM ${FROM_IMAGE_NAME}

USER root

ENV APACHE_SPARK_VERSION 2.3.1

ENV HADOOP_VERSION 2.7

RUN apt-get -y update && \

apt-get install --no-install-recommends -y openjdk-8-jre-headless ca-certificates-java && \

apt-get clean && \

rm -rf /var/lib/apt/lists/*

RUN cd /tmp && \

wget -q http://archive.apache.org/dist/spark/spark-${APACHE_SPARK_VERSION}/spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz && \

echo "DC3A97F3D99791D363E4F70A622B84D6E313BD852F6FDBC777D31EAB44CBC112CEEAA20F7BF835492FB654F48AE57E9969F93D3B0E6EC92076D1C5E1B40B4696 *spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz" | sha512sum -c - && \

tar xzf spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz -C /usr/local --owner root --group root --no-same-owner && \

rm spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz

RUN cd /usr/local && ln -s spark-${APACHE_SPARK_VERSION}-bin-hadoop${HADOOP_VERSION} spark

ENV SPARK_HOME /usr/local/spark

ENV PYTHONPATH $SPARK_HOME/python:$SPARK_HOME/python/lib/py4j-0.10.7-src.zip

ENV SPARK_OPTS --driver-java-options=-Xms1024M --driver-java-options=-Xmx4096M --driver-java-options=-Dlog4j.logLevel=info

RUN pip install pyspark==2.3.1

RUN pip install --no-deps tensorflow-transform apache-beam==2.14 tensorflow-metadata==0.14.0 pydot dill

RUN pip install ipdb

RUN pip install -e git://github.com/NVIDIA/dllogger#egg=dllogger

WORKDIR /wd

COPY . .

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Wide & Deep Tensorflow

This repository includes software from

https://github.com/gabrielspmoreira/kaggle_outbrain_click_prediction_google_cloud_ml_engine

licensed under the Apache License, Version 2.0.