diff --git a/google/cloud/dataproc/v1/dataproc_gapic.yaml b/google/cloud/dataproc/v1/dataproc_gapic.yaml
index c5e450953..57861c84c 100644
--- a/google/cloud/dataproc/v1/dataproc_gapic.yaml
+++ b/google/cloud/dataproc/v1/dataproc_gapic.yaml
@@ -17,6 +17,10 @@ language_settings:
     package_name: dataproc.v1
     domain_layer_location: google-cloud
 interfaces:
+- name: google.cloud.dataproc.v1.AutoscalingPolicyService
+  methods:
+  - name: UpdateAutoscalingPolicy
+    retry_codes_name: idempotent
 - name: google.cloud.dataproc.v1.ClusterController
   smoke_test:
     method: ListClusters
@@ -32,6 +36,15 @@ interfaces:
   - name: non_idempotent
     retry_codes:
     - UNAVAILABLE
+  retry_params_def:
+  - name: default
+    initial_retry_delay_millis: 100
+    retry_delay_multiplier: 1.3
+    max_retry_delay_millis: 60000
+    initial_rpc_timeout_millis: 10000
+    rpc_timeout_multiplier: 1
+    max_rpc_timeout_millis: 10000
+    total_timeout_millis: 300000
   methods:
   - name: CreateCluster
     retry_codes_name: non_idempotent
diff --git a/google/cloud/dataproc/v1beta2/dataproc_gapic.yaml b/google/cloud/dataproc/v1beta2/dataproc_gapic.yaml
index 33ab4c380..93c54d2d4 100644
--- a/google/cloud/dataproc/v1beta2/dataproc_gapic.yaml
+++ b/google/cloud/dataproc/v1beta2/dataproc_gapic.yaml
@@ -17,6 +17,10 @@ language_settings:
     package_name: dataproc.v1beta2
     domain_layer_location: google-cloud
 interfaces:
+- name: google.cloud.dataproc.v1.AutoscalingPolicyService
+  methods:
+  - name: UpdateAutoscalingPolicy
+    retry_codes_name: idempotent
 - name: google.cloud.dataproc.v1beta2.ClusterController
   smoke_test:
     method: ListClusters
@@ -33,6 +37,15 @@ interfaces:
   - name: non_idempotent
     retry_codes:
     - UNAVAILABLE
+  retry_params_def:
+  - name: default
+    initial_retry_delay_millis: 100
+    retry_delay_multiplier: 1.3
+    max_retry_delay_millis: 60000
+    initial_rpc_timeout_millis: 20000
+    rpc_timeout_multiplier: 1
+    max_rpc_timeout_millis: 20000
+    total_timeout_millis: 600000
   methods:
   - name: CreateCluster
     retry_codes_name: non_idempotent