diff --git a/docker/Dockerfile b/docker/Dockerfile
index ad8a6e6..3299f4b 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -10,5 +10,8 @@ VOLUME ["/etc/shadowsocks.json"]
 CMD ssserver -p $PORT -c $CONF
 
 RUN apt-get update
-RUN apt-get install -y python-pip
-RUN pip install shadowsocks
+RUN apt-get install -y git-core python python-setuptools
+RUN git clone https://github.com/shadowsocks/shadowsocks.git
+RUN cd shadowsocks
+RUN python setup.py build
+RUN python setup.py install