diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..820e5c6
--- /dev/null
+++ b/Dockerfile
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+FROM                    phusion/baseimage
+MAINTAINER              Ana Nelson <ana@ananelson.com>
+
+### "localedef"
+RUN localedef -v -c -i en_US -f UTF-8 en_US.UTF-8 || :
+
+### "squid-deb-proxy"
+# Use squid deb proxy (if available on host OS) as per https://gist.github.com/dergachev/8441335
+# Modified by @ananelson to detect squid on host OS and only enable itself if found.
+ENV HOST_IP_FILE /tmp/host-ip.txt
+RUN /sbin/ip route | awk '/default/ { print "http://"$3":8000" }' > $HOST_IP_FILE
+RUN HOST_IP=`cat $HOST_IP_FILE` && curl -s $HOST_IP | grep squid && echo "found squid" && echo "Acquire::http::Proxy \"$HOST_IP\";" > /etc/apt/apt.conf.d/30proxy || echo "no squid"
+
+### "apt-defaults"
+RUN echo "APT::Get::Assume-Yes true;" >> /etc/apt/apt.conf.d/80custom
+RUN echo "APT::Get::Quiet true;" >> /etc/apt/apt.conf.d/80custom
+
+### "oracle-java-ppa"
+RUN add-apt-repository ppa:webupd8team/java
+
+### "update"
+RUN apt-get update
+
+### "utils"
+RUN apt-get install build-essential
+RUN apt-get install adduser
+RUN apt-get install curl
+RUN apt-get install sudo
+
+### "nice-things"
+RUN apt-get install ack-grep
+RUN apt-get install strace
+RUN apt-get install vim
+RUN apt-get install git
+RUN apt-get install tree
+RUN apt-get install wget
+RUN apt-get install unzip
+RUN apt-get install rsync
+
+### "oracle-java"
+RUN echo debconf shared/accepted-oracle-license-v1-1 select true | debconf-set-selections
+RUN echo debconf shared/accepted-oracle-license-v1-1 seen true | debconf-set-selections
+RUN apt-get install oracle-java7-installer
+
+### "ant"
+RUN apt-get install ant
+
+# TODO Finish pig and datafu installs
+
+### "pig"
+WORKDIR /usr/local/
+RUN git clone https://github.com/apache/pig.git
+WORKDIR /usr/local/pig/
+RUN git fetch
+RUN git checkout branch-0.13
+RUN ant mvn-install 
+RUN ant piggybank
+
+### "datafu"
+WORKDIR /tmp
+ENV DATAFU_VERSION 1.2.0
+RUN wget --no-verbose https://github.com/apache/incubator-datafu/archive/v$DATAFU_VERSION.tar.gz
+RUN tar -xzvf v$DATAFU_VERSION.tar.gz
+RUN mv incubator-datafu-$DATAFU_VERSION datafu
+WORKDIR /tmp/datafu
+RUN ant jar
+
+### "python-dexy"
+RUN apt-get install python-dev
+RUN apt-get install python-pip
+RUN pip install dexy
+
+### "create-user"
+RUN useradd -m repro
+RUN echo "repro:foobarbaz" | chpasswd
+RUN adduser repro sudo
+
+### "activate-user"
+ENV HOME /home/repro
+USER repro
+WORKDIR /home/repro
+
+RUN echo "export PATH=$PATH/usr/local/pig/bin/" >> .bashrc
+
+RUN cp /tmp/datafu/dist/datafu-$DATAFU_VERSION-SNAPSHOT.jar /home/repro
+
diff --git a/support/run-docker.sh b/support/run-docker.sh
new file mode 100755
index 0000000..c3312c4
--- /dev/null
+++ b/support/run-docker.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+set -e
+docker build -t infochimps/big-data-for-chimps .
+docker run -t -i -v $PWD:/home/repro/big-data-for-chimps infochimps/big-data-for-chimps /bin/bash