PSM interop: update python kubernetes client from 12.0.1 to 25.3.0 (#32372)

diff --git a/tools/run_tests/xds_k8s_test_driver/requirements.lock b/tools/run_tests/xds_k8s_test_driver/requirements.lock
index 2cc3571..4211912 100644
--- a/tools/run_tests/xds_k8s_test_driver/requirements.lock
+++ b/tools/run_tests/xds_k8s_test_driver/requirements.lock
@@ -16,7 +16,7 @@
 grpcio-tools==1.48.2
 httplib2==0.21.0
 idna==3.4
-kubernetes==12.0.1
+kubernetes==25.3.0
 Mako==1.2.4
 MarkupSafe==2.1.2
 oauthlib==3.2.2
diff --git a/tools/run_tests/xds_k8s_test_driver/requirements.txt b/tools/run_tests/xds_k8s_test_driver/requirements.txt
index 2688bd5..076c972 100644
--- a/tools/run_tests/xds_k8s_test_driver/requirements.txt
+++ b/tools/run_tests/xds_k8s_test_driver/requirements.txt
@@ -7,7 +7,7 @@
 grpcio-health-checking~=1.34
 grpcio-tools~=1.34
 grpcio-channelz~=1.34
-kubernetes~=12.0
+kubernetes~=25.0
 six~=1.13
 tenacity~=6.2
 packaging~=21.3