diff --git a/.github/workflows/publish-docker-image-pr.yml b/.github/workflows/publish-docker-image-pr.yml
index 2afec64c33199..bff2c7011d753 100644
--- a/.github/workflows/publish-docker-image-pr.yml
+++ b/.github/workflows/publish-docker-image-pr.yml
@@ -67,7 +67,7 @@ jobs:
         PYTHON_DOCKERFILE: resource-managers/kubernetes/docker/src/main/dockerfiles/spark/bindings/python/Dockerfile
     - name: Build distribution
       run: |-
-        ./dev/make-distribution.sh --name spark --pip --r --tgz -Psparkr -Phadoop-3.2 -Phive -Phive-thriftserver -Pkubernetes
+        ./dev/make-distribution.sh --name spark --pip --r --tgz -Psparkr -Phadoop-3.2 -Phive -Phive-thriftserver -Pkubernetes -Dguava.version=27.0.1-jre
       env:
         DEBIAN_FRONTEND: noninteractive
         DEBCONF_NONINTERACTIVE_SEEN: true
diff --git a/.github/workflows/publish-docker-image.yml b/.github/workflows/publish-docker-image.yml
index a688376466bbe..6d66411814156 100644
--- a/.github/workflows/publish-docker-image.yml
+++ b/.github/workflows/publish-docker-image.yml
@@ -68,7 +68,7 @@ jobs:
         PYTHON_DOCKERFILE: resource-managers/kubernetes/docker/src/main/dockerfiles/spark/bindings/python/Dockerfile
     - name: Build distribution
       run: |-
-        ./dev/make-distribution.sh --name spark --pip --r --tgz -Psparkr -Phadoop-3.2 -Phive -Phive-thriftserver -Pkubernetes
+        ./dev/make-distribution.sh --name spark --pip --r --tgz -Psparkr -Phadoop-3.2 -Phive -Phive-thriftserver -Pkubernetes -Dguava.version=27.0.1-jre
       env:
         DEBIAN_FRONTEND: noninteractive
         DEBCONF_NONINTERACTIVE_SEEN: true