diff --git a/src/sagemaker/image_uri_config/spark.json b/src/sagemaker/image_uri_config/spark.json
index e0e5ef44ae..d4f1171935 100644
--- a/src/sagemaker/image_uri_config/spark.json
+++ b/src/sagemaker/image_uri_config/spark.json
@@ -91,6 +91,36 @@
                     "ap-southeast-3": "732049463269"
                 },
                 "repository": "sagemaker-spark-processing"
+            },
+            "3.2": {
+                "py_versions": ["py39"],
+                "registries": {
+                    "me-south-1": "750251592176",
+                    "ap-south-1": "105495057255",
+                    "eu-north-1": "330188676905",
+                    "eu-west-3": "136845547031",
+                    "us-east-2": "314815235551",
+                    "eu-west-1": "571004829621",
+                    "eu-central-1": "906073651304",
+                    "sa-east-1": "737130764395",
+                    "ap-east-1": "732049463269",
+                    "us-east-1": "173754725891",
+                    "ap-northeast-2": "860869212795",
+                    "eu-west-2": "836651553127",
+                    "ap-northeast-1": "411782140378",
+                    "us-west-2": "153931337802",
+                    "us-west-1": "667973535471",
+                    "ap-southeast-1": "759080221371",
+                    "ap-southeast-2": "440695851116",
+                    "ca-central-1": "446299261295",
+                    "cn-north-1": "671472414489",
+                    "cn-northwest-1": "844356804704",
+                    "eu-south-1": "753923664805",
+                    "af-south-1": "309385258863",
+                    "us-gov-west-1": "271483468897",
+                    "ap-southeast-3": "732049463269"
+                },
+                "repository": "sagemaker-spark-processing"
             }
         }
     }