updated dockerfile

Author: jphall663

anaconda_py36_h2o_xgboost_graphviz_shap/Dockerfile

@@ -1,11 +1,11 @@
 # Install and start docker
 # Then this file may be used to create a Docker container using:
-# $ docker build anaconda_py35_h2o_xgboost_graphviz
-# $ docker run -i -t -p 8888:8888 <image_id> /bin/bash -c "/opt/conda/bin/conda install jupyter -y --quiet && /opt/conda/bin/jupyter notebook --notebook-dir=/mli-resources --ip='*' --port=8888 --no-browser"
+# $ sudo docker build -t iml anaconda_py36_h2o_xgboost_graphviz_shap
+# $ sudo docker run -i -t -p 8888:8888 iml:latest /bin/bash -c "/opt/conda/bin/jupyter notebook --notebook-dir=/interpretable_machine_learning_with_python --allow-root --ip='*' --port=8888 --no-browser"
 # Open a browser and navigate to localhost:8888
 
 # Base debian system
-FROM debian:8.5
+FROM debian:9.0
 ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
 
 # Update OS
@@ -18,53 +18,37 @@ RUN echo 'export PATH=/opt/conda/bin:$PATH' > /etc/profile.d/conda.sh && \
     wget --quiet https://repo.continuum.io/archive/Anaconda3-5.1.0-Linux-x86_64.sh -O ~/anaconda.sh && \
     /bin/bash ~/anaconda.sh -b -p /opt/conda && \
     rm ~/anaconda.sh
-
-RUN apt-get install -y curl grep sed dpkg && \
-    TINI_VERSION=`curl https://github.com/krallin/tini/releases/latest | grep -o "/v.*\"" | sed 's:^..\(.*\).$:\1:'` && \
-    curl -L "https://github.com/krallin/tini/releases/download/v${TINI_VERSION}/tini_${TINI_VERSION}.deb" > tini.deb && \
-    dpkg -i tini.deb && \
-    rm tini.deb && \
-    apt-get clean
-
 ENV PATH /opt/conda/bin:$PATH
 
-ENTRYPOINT [ "/usr/bin/tini", "--" ]
-CMD [ "/bin/bash" ]
-
 # Java
-RUN apt-get -y -f install default-jdk
+RUN apt-get -y install default-jre
 
 # H2o deps
-RUN pip install requests && \
-    pip install tabulate && \
-    pip install six && \
-    pip install future && \
-    pip install colorama
+RUN pip install requests tabulate six future colorama
 
 # H2o
-RUN pip uninstall h2o || true && \
-    pip install h2o==3.16.0.1
+RUN pip install h2o==3.26.0.3
 
-# Git
-RUN apt-get -y install git
-
-# Examples
-RUN git clone https://github.com/jphall663/interpretable_machine_learning_with_python.git
+# Pandas
+RUN pip install pandas==0.23.4
 
 # XGBoost
 RUN apt-get update --fix-missing && \
     apt-get -y install gcc g++ make && \
     conda install -y libgcc && \
     pip install xgboost==0.7.post3
 
+# Shap
+RUN pip install shap==0.28.0
+
+# Seaborn
+RUN pip install matplotlib==2.1.0 seaborn==0.8.1
+
+# Git
+RUN apt-get -y install git
+
 # GraphViz
 RUN apt-get -y install graphviz
 
-# Shap 
-RUN pip install shap
-
-# Seaborn
-RUN pip install matplotlib==2.0.2 \
-		seaborn==0.8.1
-        
-       
+# Examples
+RUN git clone https://github.com/jphall663/interpretable_machine_learning_with_python.git