diff --git a/gtsam/discrete/discrete.i b/gtsam/discrete/discrete.i
index a883226cc..faa6a15d6 100644
--- a/gtsam/discrete/discrete.i
+++ b/gtsam/discrete/discrete.i
@@ -91,6 +91,8 @@ class DiscreteBayesNet {
   double operator()(const gtsam::DiscreteValues& values) const;
   gtsam::DiscreteValues optimize() const;
   gtsam::DiscreteValues sample() const;
+  string dot(const gtsam::KeyFormatter& keyFormatter =
+                 gtsam::DefaultKeyFormatter) const;
 };
 
 #include <gtsam/discrete/DiscreteBayesTree.h>
diff --git a/gtsam/discrete/tests/testDiscreteBayesNet.cpp b/gtsam/discrete/tests/testDiscreteBayesNet.cpp
index cb50dd05f..5fff6d423 100644
--- a/gtsam/discrete/tests/testDiscreteBayesNet.cpp
+++ b/gtsam/discrete/tests/testDiscreteBayesNet.cpp
@@ -135,7 +135,7 @@ TEST(DiscreteBayesNet, Asia) {
 }
 
 /* ************************************************************************* */
-TEST_UNSAFE(DiscreteBayesNet, Sugar) {
+TEST(DiscreteBayesNet, Sugar) {
   DiscreteKey T(0, 2), L(1, 2), E(2, 2), C(8, 3), S(7, 2);
 
   DiscreteBayesNet bn;
@@ -149,6 +149,23 @@ TEST_UNSAFE(DiscreteBayesNet, Sugar) {
   bn.add(C | S = "1/1/2 5/2/3");
 }
 
+/* ************************************************************************* */
+TEST_UNSAFE(DiscreteBayesNet, Dot) {
+  DiscreteKey Asia(0, 2), Smoking(4, 2), Tuberculosis(3, 2), LungCancer(6, 2),
+      Either(5, 2);
+
+  DiscreteBayesNet fragment;
+  fragment.add(Asia % "99/1");
+  fragment.add(Smoking % "50/50");
+
+  fragment.add(Tuberculosis | Asia = "99/1 95/5");
+  fragment.add(LungCancer | Smoking = "99/1 90/10");
+  fragment.add((Either | Tuberculosis, LungCancer) = "F T T T");
+
+  string actual = fragment.dot();
+  EXPECT(actual == "digraph G{\n3->5\n6->5\n4->6\n0->3\n}");
+}
+
 /* ************************************************************************* */
 int main() {
   TestResult tr;