diff --git a/Dockerfile b/Dockerfile
index 81ae6f3ccc..0d8dd52481 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -63,11 +63,14 @@ RUN apt-get update && apt-get install -y \
 	pkg-config \
 	protobuf-compiler \
 	protobuf-c-compiler \
+	python-backports.ssl-match-hostname \
 	python-dev \
 	python-mock \
 	python-pip \
+	python-requests \
 	python-setuptools \
 	python-websocket \
+	python-wheel \
 	tar \
 	thin-provisioning-tools \
 	vim \
diff --git a/Dockerfile.aarch64 b/Dockerfile.aarch64
index 97b749e4e3..630f8b8cba 100644
--- a/Dockerfile.aarch64
+++ b/Dockerfile.aarch64
@@ -56,11 +56,14 @@ RUN apt-get update && apt-get install -y \
 	pkg-config \
 	protobuf-compiler \
 	protobuf-c-compiler \
+	python-backports.ssl-match-hostname \
 	python-dev \
 	python-mock \
 	python-pip \
+	python-requests \
 	python-setuptools \
 	python-websocket \
+	python-wheel \
 	tar \
 	thin-provisioning-tools \
 	vim \
@@ -128,7 +131,6 @@ ENV DOCKER_PY_COMMIT a962578e515185cf06506050b2200c0b81aa84ef
 RUN git clone https://github.com/docker/docker-py.git /docker-py \
 	&& cd /docker-py \
 	&& git checkout -q $DOCKER_PY_COMMIT \
-	&& pip install wheel \
 	&& pip install docker-pycreds==0.2.1 \
 	&& pip install -r test-requirements.txt
 
diff --git a/Dockerfile.armhf b/Dockerfile.armhf
index 7582880475..1f703f29bb 100644
--- a/Dockerfile.armhf
+++ b/Dockerfile.armhf
@@ -45,11 +45,14 @@ RUN apt-get update && apt-get install -y \
 	libudev-dev \
 	mercurial \
 	pkg-config \
+	python-backports.ssl-match-hostname \
 	python-dev \
 	python-mock \
 	python-pip \
+	python-requests \
 	python-setuptools \
 	python-websocket \
+	python-wheel \
 	xfsprogs \
 	tar \
 	thin-provisioning-tools \
diff --git a/Dockerfile.ppc64le b/Dockerfile.ppc64le
index 88f19933c3..865d293516 100644
--- a/Dockerfile.ppc64le
+++ b/Dockerfile.ppc64le
@@ -46,11 +46,14 @@ RUN apt-get update && apt-get install -y \
 	libudev-dev \
 	mercurial \
 	pkg-config \
+	python-backports.ssl-match-hostname \
 	python-dev \
 	python-mock \
 	python-pip \
+	python-requests \
 	python-setuptools \
 	python-websocket \
+	python-wheel \
 	xfsprogs \
 	tar \
 	thin-provisioning-tools \
diff --git a/Dockerfile.s390x b/Dockerfile.s390x
index 8d628c7588..aa1e555286 100644
--- a/Dockerfile.s390x
+++ b/Dockerfile.s390x
@@ -42,11 +42,14 @@ RUN apt-get update && apt-get install -y \
 	libudev-dev \
 	mercurial \
 	pkg-config \
+	python-backports.ssl-match-hostname \
 	python-dev \
 	python-mock \
 	python-pip \
+	python-requests \
 	python-setuptools \
 	python-websocket \
+	python-wheel \
 	xfsprogs \
 	tar \
 	thin-provisioning-tools \