[simulation] Set up Dockerfile (#14)

demo/Dockerfile

@@ -1,6 +1,9 @@
 FROM node:10.15
 
-MAINTAINER Justin Harris (justin.harris@microsoft.com)
+LABEL maintainer="Justin Harris (justin.harris@microsoft.com)"
+LABEL org.label-schema.vendor="Microsoft"
+LABEL org.label-schema.url="https://github.com/microsoft/0xDeCA10B/tree/master/demo"
+LABEL org.label-schema.vcs-url="https://github.com/microsoft/0xDeCA10B/tree/master/demo"
 
 WORKDIR /root/workspace/demo
 

demo/README.md

@@ -21,8 +21,8 @@ Run
 ## Docker Setup
 You can use Docker by running:
 ```bash
-docker build -t decai .
-docker run --rm -it -p 3000:3000 -p 5387:5387 -p 7545:7545 -v ${PWD}:/root/workspace/demo -v /root/workspace/demo/node_modules -v /root/workspace/demo/client/node_modules --name decai decai bash
+docker build -t decai-demo .
+docker run --rm -it -p 3000:3000 -p 5387:5387 -p 7545:7545 -v ${PWD}:/root/workspace/demo -v /root/workspace/demo/node_modules -v /root/workspace/demo/client/node_modules --name decai-demo decai-demo bash
 # If you run into issues inside the Docker container, then
 # try to redo the setup by running: `rm -rf node_modules client/node_modules && ./setup.sh` in the container to ensure that everything is set up properly.
 

simulation/Dockerfile

@@ -0,0 +1,23 @@
+FROM continuumio/miniconda3:4.6.14
+
+LABEL maintainer="Justin Harris (justin.harris@microsoft.com)"
+LABEL org.label-schema.vendor="Microsoft"
+LABEL org.label-schema.url="https://github.com/microsoft/0xDeCA10B/tree/master/simulation"
+LABEL org.label-schema.vcs-url="https://github.com/microsoft/0xDeCA10B/tree/master/simulation"
+
+EXPOSE 5006
+
+ENV LC_ALL C.UTF-8
+
+RUN conda create --channel conda-forge --name decai-simulation --yes python=3.7 bokeh ipython mkl mkl-service numpy phantomjs scikit-learn scipy six tensorflow
+
+RUN conda init bash
+
+WORKDIR /root/workspace/0xDeCA10B/simulation
+COPY setup.py .
+
+RUN conda run --name decai-simulation pip install -e .
+
+RUN echo "conda activate decai-simulation" >> ~/.bashrc
+
+CMD ["bash"]

simulation/README.md

@@ -23,11 +23,18 @@ Despite the malicious efforts, the accuracy can still be maintained and the hone
 # Setup
 Run:
 ```bash
-conda create --name decai-simulation python=3.7 bokeh ipython mkl mkl-service numpy phantomjs scikit-learn scipy six tensorflow
+conda create --channel conda-forge --name decai-simulation python=3.7 bokeh ipython mkl mkl-service numpy phantomjs scikit-learn scipy six tensorflow
 conda activate decai-simulation
 pip install -e .
 ```
 
+## Docker Setup
+You can use Docker by running:
+```bash
+docker build -t decai-simulation .
+docker run --rm -it -p 5006:5006 -v ${PWD}:/root/workspace/0xDeCA10B/simulation --name decai-simulation decai-simulation bash 
+```
+
 # Running Simulations
 Run:
 ```bash

simulation/setup.py

@@ -7,7 +7,14 @@ install_requires = [
     'expiringdict>=1.1.4',
     'injector>=0.16.2',
     'joblib>=0.13.2',
-    'Keras>=2.1',
+
+
+    # Use a specific commit because the latest released version has a bug:
+    # https://github.com/keras-team/keras/issues/12729
+    # Fix: https://github.com/keras-team/keras/pull/12714
+    'keras @ git+https://github.com/keras-team/keras.git@47e1b18c0b7e3ddeef4e9fcded409a55d0479a4f',
+    # Used to be: 'Keras>=2.1',
+
     'numpy',
 
     # Required for saving plots.