Mi primer aporte a SparkMDE. Con mucho cariño.

Dockerfile

FROM nimmis/java:openjdk-8-jdk
MAINTAINER yujikiriki

# expose spark ports
EXPOSE 8080
EXPOSE 7077
EXPOSE 8081
EXPOSE 6066

WORKDIR /usr/local
# add python 
RUN apt-get install -y python
#add scala
RUN wget http://www.scala-lang.org/files/archive/scala-2.11.7.deb
RUN dpkg -i scala-2.11.7.deb
RUN rm -f scala-2.11.7.deb
# build spark
RUN export MAVEN_OPTS="-Xmx2g -XX:ReservedCodeCacheSize=512m"
RUN curl -s http://mirror.metrocast.net/apache/spark/spark-1.4.1/spark-1.4.1.tgz| tar -xz ; ln -s spark-1.4.1 spark 
RUN cd spark ; sbt/sbt assembly
# start spark standalone master with one slave
RUN /usr/local/spark/sbin/start-master.sh
RUN env
RUN /usr/local/spark/sbin/start-slave.sh spark://$HOSTNAME:7077
CMD /usr/local/spark/bin/spark-shell --master spark://$HOSTNAME:7077