works

Dockerfile

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+FROM ubuntu
+
+RUN echo 'deb http://archive.ubuntu.com/ubuntu precise main universe' > /etc/apt/sources.list && \
+    echo 'deb http://archive.ubuntu.com/ubuntu precise-updates universe' >> /etc/apt/sources.list && \
+    apt-get update
+
+#Prevent daemon start during install
+RUN dpkg-divert --local --rename --add /sbin/initctl && ln -s /bin/true /sbin/initctl
+
+#Supervisord
+RUN DEBIAN_FRONTEND=noninteractive apt-get install -y supervisor && mkdir -p /var/log/supervisor
+CMD ["/usr/bin/supervisord", "-n"]
+
+#SSHD
+RUN DEBIAN_FRONTEND=noninteractive apt-get install -y openssh-server &&	mkdir /var/run/sshd && \
+	echo 'root:root' |chpasswd
+
+#Utilities
+RUN DEBIAN_FRONTEND=noninteractive apt-get install -y vim less net-tools inetutils-ping curl git telnet nmap socat dnsutils netcat
+
+#Required by Python packages
+RUN DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential python-dev python-pip liblapack-dev libatlas-dev gfortran libfreetype6-dev libpng-dev libjpeg8-dev build-dep python-lxml libyaml-dev
+
+#IPython
+RUN pip install -U ipython
+#Pandas
+RUN pip install -U pandas
+#Pandas Optional
+RUN pip install -U distribute
+RUN pip install -U cython
+RUN pip install -U jinja2 pyzmq tornado
+RUN pip install -U numexpr bottleneck scipy matplotlib sympy pymc
+RUN pip install -U patsy statsmodels
+RUN pip install -U beautifulsoup4 html5lib
+#Pattern
+RUN pip install -U pattern
+#NLTK
+RUN pip install -U pyyaml nltk
+
+ENV IPYTHONDIR /ipython
+RUN mkdir /ipython && \
+    ipython profile create nbserver
+
+ADD supervisord-ssh.conf /etc/supervisor/conf.d/
+ADD supervisord-ipython.conf /etc/supervisor/conf.d/
+
+EXPOSE 22 8888

build

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+docker build -t ipython .