Update

Author: enakai00

model_serving/caip-load-testing/02-perf-testing.ipynb

@@ -637,10 +637,10 @@
    "source": [
     "You can try using the following parameter configurations:\n",
     "1. Number of total users to simulate: 152\n",
-    "2. Hatch rate: 1\n",
-    "3. Host: http://ml.googleapis.com\n",
-    "4. Number of users to increase by step: 8\n",
-    "5. Step duration: 1m "
+    "2. Spawn rate: 1\n",
+    "3. Host: `http://[your-region]-ml.googleapis.com`\n",
+    "\n",
+    "**NOTE**: `[your-region]` is the region for deploying the model that you configured as `REGION` in the first notebook. "
    ]
   },
   {

model_serving/caip-load-testing/03-analyze-results.ipynb

@@ -402,11 +402,11 @@
    "outputs": [],
    "source": [
     "logging_client = MetricsServiceV2Client(credentials=creds)\n",
-    "parent = logging_client.project_path(PROJECT_ID)\n",
+    "parent = logging_client.common_project_path(PROJECT_ID)\n",
     "\n",
-    "for element in logging_client.list_log_metrics(parent):\n",
-    "    metric_path = logging_client.metric_path(PROJECT_ID, element.name)\n",
-    "    logging_client.delete_log_metric(metric_path)\n",
+    "for element in logging_client.list_log_metrics({'parent': parent}):\n",
+    "    metric_path = logging_client.log_metric_path(PROJECT_ID, element.name)\n",
+    "    logging_client.delete_log_metric({'metric_name': metric_path})\n",
     "    print(\"Deleted metric: \", metric_path)"
    ]
   },
@@ -419,9 +419,9 @@
     "display_name = 'AI Platform Prediction and Locust'\n",
     "dashboard_service_client = DashboardsServiceClient(credentials=creds)\n",
     "parent = 'projects/{}'.format(PROJECT_ID)\n",
-    "for dashboard in dashboard_service_client.list_dashboards(parent):\n",
+    "for dashboard in dashboard_service_client.list_dashboards({'parent': parent}):\n",
     "    if dashboard.display_name == display_name:\n",
-    "        dashboard_service_client.delete_dashboard(dashboard.name)\n",
+    "        dashboard_service_client.delete_dashboard({'name': dashboard.name})\n",
     "        print(\"Deleted dashboard:\", dashboard.name)"
    ]
   },