feat: Python SDK for Vertex Model Monitoring V2.

PiperOrigin-RevId: 629879834

google/cloud/aiplatform/compat/services/__init__.py

@@ -63,6 +63,9 @@
 from google.cloud.aiplatform_v1beta1.services.model_service import (
     client as model_service_client_v1beta1,
 )
+from google.cloud.aiplatform_v1beta1.services.model_monitoring_service import (
+    client as model_monitoring_service_client_v1beta1,
+)
 from google.cloud.aiplatform_v1beta1.services.persistent_resource_service import (
     client as persistent_resource_service_client_v1beta1,
 )
@@ -200,6 +203,7 @@
     job_service_client_v1beta1,
     match_service_client_v1beta1,
     model_garden_service_client_v1beta1,
+    model_monitoring_service_client_v1beta1,
     model_service_client_v1beta1,
     persistent_resource_service_client_v1beta1,
     pipeline_service_client_v1beta1,

google/cloud/aiplatform/compat/types/__init__.py

@@ -74,7 +74,13 @@
     model_deployment_monitoring_job as model_deployment_monitoring_job_v1beta1,
     model_garden_service as model_garden_service_v1beta1,
     model_service as model_service_v1beta1,
+    model_monitor as model_monitor_v1beta1,
     model_monitoring as model_monitoring_v1beta1,
+    model_monitoring_alert as model_monitoring_alert_v1beta1,
+    model_monitoring_job as model_monitoring_job_v1beta1,
+    model_monitoring_service as model_monitoring_service_v1beta1,
+    model_monitoring_spec as model_monitoring_spec_v1beta1,
+    model_monitoring_stats as model_monitoring_stats_v1beta1,
     operation as operation_v1beta1,
     persistent_resource as persistent_resource_v1beta1,
     persistent_resource_service as persistent_resource_service_v1beta1,
@@ -307,7 +313,13 @@
     model_deployment_monitoring_job_v1beta1,
     model_garden_service_v1beta1,
     model_service_v1beta1,
+    model_monitor_v1beta1,
     model_monitoring_v1beta1,
+    model_monitoring_alert_v1beta1,
+    model_monitoring_job_v1beta1,
+    model_monitoring_service_v1beta1,
+    model_monitoring_spec_v1beta1,
+    model_monitoring_stats_v1beta1,
     operation_v1beta1,
     persistent_resource_v1beta1,
     persistent_resource_service_v1beta1,

google/cloud/aiplatform/utils/__init__.py

@@ -51,6 +51,7 @@
     match_service_client_v1beta1,
     metadata_service_client_v1beta1,
     model_service_client_v1beta1,
+    model_monitoring_service_client_v1beta1,
     pipeline_service_client_v1beta1,
     prediction_service_client_v1beta1,
     prediction_service_async_client_v1beta1,
@@ -104,6 +105,7 @@
     index_service_client_v1beta1.IndexServiceClient,
     index_endpoint_service_client_v1beta1.IndexEndpointServiceClient,
     model_service_client_v1beta1.ModelServiceClient,
+    model_monitoring_service_client_v1beta1.ModelMonitoringServiceClient,
     prediction_service_client_v1beta1.PredictionServiceClient,
     prediction_service_async_client_v1beta1.PredictionServiceAsyncClient,
     pipeline_service_client_v1beta1.PipelineServiceClient,
@@ -738,6 +740,17 @@ class MetadataClientWithOverride(ClientWithOverride):
     )
 
 
+class ModelMonitoringClientWithOverride(ClientWithOverride):
+    _is_temporary = True
+    _default_version = compat.V1BETA1
+    _version_map = (
+        (
+            compat.V1BETA1,
+            model_monitoring_service_client_v1beta1.ModelMonitoringServiceClient,
+        ),
+    )
+
+
 class TensorboardClientWithOverride(ClientWithOverride):
     _is_temporary = False
     _default_version = compat.DEFAULT_VERSION
@@ -854,6 +867,7 @@ class VertexRagClientWithOverride(ClientWithOverride):
     PersistentResourceClientWithOverride,
     ReasoningEngineClientWithOverride,
     ReasoningEngineExecutionClientWithOverride,
+    ModelMonitoringClientWithOverride,
 )