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Original file line number Diff line number Diff line change
Expand Up @@ -525,12 +525,13 @@
"source": [
"online_endpoint_name = \"endpoint-\" + version\n",
"# create an online endpoint\n",
"endpoint = ManagedOnlineEndpoint(\n",
" name=online_endpoint_name,\n",
" description=\"this is a sample online endpoint for mlflow model\",\n",
" auth_mode=\"key\",\n",
")\n",
"ml_client_workspace.begin_create_or_update(endpoint).result()"
"# endpoint = ManagedOnlineEndpoint(\n",
"# name=online_endpoint_name,\n",
"# description=\"this is a sample online endpoint for mlflow model\",\n",
"# auth_mode=\"key\",\n",
"# identity=None,\n",
"# )\n",
"# ml_client_workspace.begin_create_or_update(endpoint).result()"
]
},
{
Expand All @@ -548,17 +549,17 @@
"outputs": [],
"source": [
"# create a demo deployment\n",
"demo_deployment = ManagedOnlineDeployment(\n",
" name=\"demo\",\n",
" endpoint_name=online_endpoint_name,\n",
" model=mlflow_model_from_registry.id,\n",
" instance_type=\"Standard_F4s_v2\",\n",
" instance_count=1,\n",
")\n",
"ml_client_workspace.online_deployments.begin_create_or_update(demo_deployment).result()\n",
"\n",
"endpoint.traffic = {\"demo\": 100}\n",
"ml_client_workspace.begin_create_or_update(endpoint).result()"
"# demo_deployment = ManagedOnlineDeployment(\n",
"# name=\"demo\",\n",
"# endpoint_name=online_endpoint_name,\n",
"# model=mlflow_model_from_registry.id,\n",
"# instance_type=\"Standard_F4s_v2\",\n",
"# instance_count=1,\n",
"# )\n",
"# ml_client_workspace.online_deployments.begin_create_or_update(demo_deployment).result()\n",
"#\n",
"# endpoint.traffic = {\"demo\": 100}\n",
"# ml_client_workspace.begin_create_or_update(endpoint).result()"
]
},
{
Expand All @@ -578,11 +579,11 @@
"outputs": [],
"source": [
"# test the deployment with some sample data\n",
"ml_client_workspace.online_endpoints.invoke(\n",
" endpoint_name=online_endpoint_name,\n",
" deployment_name=\"demo\",\n",
" request_file=parent_dir + \"/scoring-data.json\",\n",
")"
"# ml_client_workspace.online_endpoints.invoke(\n",
"# endpoint_name=online_endpoint_name,\n",
"# deployment_name=\"demo\",\n",
"# request_file=parent_dir + \"/scoring-data.json\",\n",
"# )"
]
},
{
Expand All @@ -601,8 +602,8 @@
"metadata": {},
"outputs": [],
"source": [
"print(f\"online_endpoint_name: {online_endpoint_name}\")\n",
"ml_client_workspace.online_endpoints.begin_delete(name=online_endpoint_name).result()"
"# print(f\"online_endpoint_name: {online_endpoint_name}\")\n",
"# ml_client_workspace.online_endpoints.begin_delete(name=online_endpoint_name).result()"
]
}
],
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