Wait 30s after creating deployment before scoring to avoid connection…

… error (#3497) * try increasing online request settings timeout and queue wait * reformat
Azure · Jan 24, 2025 · 334cc0f · 334cc0f
1 parent 33decce
commit 334cc0f
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Showing 2 changed files with 8 additions and 4 deletions.
diff --git a/...s/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb b/...s/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb
@@ -730,9 +730,12 @@
    },
    "outputs": [],
    "source": [
+    "import time\n",
+    "\n",
     "# bankmarketing deployment to take 100% traffic\n",
     "endpoint.traffic = {\"bankmarketing-deploy\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint)\n",
+    "time.sleep(30)  # sleep 30 seconds before scoring to avoid connection error"
    ]
   },
   {
@@ -782,8 +785,6 @@
    "outputs": [],
    "source": [
     "# wait and delete endpoint\n",
-    "import time\n",
-    "\n",
     "time.sleep(60)"
    ]
   },

diff --git a/...orecasting-task-energy-demand/automl-forecasting-task-energy-demand-advanced-mlflow.ipynb b/...orecasting-task-energy-demand/automl-forecasting-task-energy-demand-advanced-mlflow.ipynb
@@ -1124,7 +1124,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment).wait()"
+    "import time\n",
+    "\n",
+    "ml_client.online_deployments.begin_create_or_update(deployment).wait()\n",
+    "time.sleep(30)  # wait 30 seconds before scoring to avoid connection error"
    ]
   },
   {