Use a Docker image that includes Python3.7rc1

In order to build Python3.7 packages for manylinux1
platform, we need our Docker image to include
Python3.7.  Unfortunately, since Python 3.7 is still
in RC1 stage, the official docker image does not
include that Python release, so we temporarily
rely on our own underlying docker image to build.
diff --git a/tools/dockerfile/grpc_artifact_python_manylinux_x64/Dockerfile b/tools/dockerfile/grpc_artifact_python_manylinux_x64/Dockerfile
index 07604c7..aeb7b97 100644
--- a/tools/dockerfile/grpc_artifact_python_manylinux_x64/Dockerfile
+++ b/tools/dockerfile/grpc_artifact_python_manylinux_x64/Dockerfile
@@ -14,7 +14,9 @@
 
 # Docker file for building gRPC manylinux Python artifacts.
 
-FROM quay.io/pypa/manylinux1_x86_64
+# TODO(mmx): revert to the official manylinux1 docker image
+# after it ships with Python 3.7
+FROM grpctesting/manylinux1_temp_py37rc1_x86_64:79891dc2ec764b62a2dd2ffd083d381efde11a5f
 
 # Update the package manager
 RUN yum update -y
@@ -27,6 +29,7 @@
 RUN /opt/python/cp34-cp34m/bin/pip install cython
 RUN /opt/python/cp35-cp35m/bin/pip install cython
 RUN /opt/python/cp36-cp36m/bin/pip install cython
+RUN /opt/python/cp37-cp37m/bin/pip install cython
 
 ####################################################
 # Install auditwheel with fix for namespace packages
diff --git a/tools/dockerfile/grpc_artifact_python_manylinux_x86/Dockerfile b/tools/dockerfile/grpc_artifact_python_manylinux_x86/Dockerfile
index 96ab515..dcd9c81 100644
--- a/tools/dockerfile/grpc_artifact_python_manylinux_x86/Dockerfile
+++ b/tools/dockerfile/grpc_artifact_python_manylinux_x86/Dockerfile
@@ -14,7 +14,9 @@
 
 # Docker file for building gRPC manylinux Python artifacts.
 
-FROM quay.io/pypa/manylinux1_i686
+# TODO(mmx): revert to the official manylinux1 docker image
+# after it ships with Python 3.7
+FROM grpctesting/manylinux1_temp_py37rc1_i686:79891dc2ec764b62a2dd2ffd083d381efde11a5f
 
 # Update the package manager
 RUN yum update -y
@@ -27,6 +29,7 @@
 RUN /opt/python/cp34-cp34m/bin/pip install cython
 RUN /opt/python/cp35-cp35m/bin/pip install cython
 RUN /opt/python/cp36-cp36m/bin/pip install cython
+RUN /opt/python/cp37-cp37m/bin/pip install cython
 
 ####################################################
 # Install auditwheel with fix for namespace packages