diff --git a/tests/dockerfiles/CentOS_7.Dockerfile b/tests/dockerfiles/CentOS_7.Dockerfile
new file mode 100644
index 0000000..b5c235d
--- /dev/null
+++ b/tests/dockerfiles/CentOS_7.Dockerfile
@@ -0,0 +1,32 @@
+FROM centos:7
+
+RUN yum install -y \
+        https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm && \
+    yum install -y \
+        gcc-c++ \
+        make \
+        cmake3 \
+        pkgconfig \
+        boost-devel \
+        gnuradio-devel \
+        libosmocore-devel \
+        gr-osmosdr \
+        swig \
+        doxygen \
+        python2-docutils \
+        cppunit-devel
+
+COPY ./ /src/
+
+RUN yum install -y patch && \
+    patch -p0 < /src/tests/dockerfiles/CentOS_7_pygtk2.patch
+
+WORKDIR /src/build
+RUN cmake3 -DENABLE_GRGSM_LIVEMON=OFF .. && \
+        # The parallel build sometimes fails when the .grc_gnuradio
+        # and .gnuradio directories do not exist
+        mkdir $HOME/.grc_gnuradio/ $HOME/.gnuradio/ && \
+        make -j $(nproc) && \
+        make install && \
+        ldconfig && \
+        make test
diff --git a/tests/dockerfiles/CentOS_7_pygtk2.patch b/tests/dockerfiles/CentOS_7_pygtk2.patch
new file mode 100644
index 0000000..a5ed29c
--- /dev/null
+++ b/tests/dockerfiles/CentOS_7_pygtk2.patch
@@ -0,0 +1,30 @@
+--- /usr/lib64/python2.7/site-packages/gtk-2.0/gtk/__init__.py	2018-04-23 17:29:19.555209060 +0000
++++ /usr/lib64/python2.7/site-packages/gtk-2.0/gtk/__init__.py	2018-04-23 17:32:53.448304174 +0000
+@@ -47,14 +47,19 @@
+ def _init():
+     import sys
+ 
+-    sys_path = sys.path[:]
++    try:
++        sys_path = sys.path[:]
+ 
+-    _gtk.init_check()
+-
+-    # init_check calls PySys_SetArgv which calls sys.path.insert(0, ''),
+-    # which causes problems for pychecker, restore it if modified.
+-    if sys.path != sys_path:
+-        sys.path[:] = sys_path
++        try:
++            _gtk.init_check()
++        except RuntimeError, e:
++            import warnings
++            warnings.warn(str(e), _gtk.Warning)
++    finally:
++        # init_check calls PySys_SetArgv which calls sys.path.insert(0, ''),
++        # which causes problems for pychecker, restore it if modified.
++        if sys.path != sys_path:
++            sys.path[:] = sys_path
+ 
+     # install the default log handlers
+     _gtk.add_log_handlers()
+