Fix model path in Local Debug in VSCode (Azure#1679)

* Resolve model path issue and add to readme ignore

* Update readme

* Revert readme

* Update readme

* Fix environment

* Remove stray line

* Change to default azure credential

* remove workflow

Author: xanwal

.github/workflows/sdk-endpoints-online-managed-debug-online-endpoints-locally-in-visual-studio-code.yml

@@ -48,8 +48,8 @@ Test Status is for branch - **_main_**
 |endpoints|online|[kubernetes-online-endpoints-safe-rollout](endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb)|Safely rollout a new version of a web service to production by rolling out the change to a small subset of users/requests before rolling it out completely|[![kubernetes-online-endpoints-safe-rollout](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-safe-rollout.yml)|
 |endpoints|online|[kubernetes-online-endpoints-simple-deployment](endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb)|Use an online endpoint to deploy your model, so you don't have to create and manage the underlying infrastructure|[![kubernetes-online-endpoints-simple-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-kubernetes-kubernetes-online-endpoints-simple-deployment.yml)|
 |endpoints|online|[debug-online-endpoints-locally-in-visual-studio-code](endpoints/online/managed/debug-online-endpoints-locally-in-visual-studio-code.ipynb)|*no description*|[![debug-online-endpoints-locally-in-visual-studio-code](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-debug-online-endpoints-locally-in-visual-studio-code.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-debug-online-endpoints-locally-in-visual-studio-code.yml)|
-|endpoints|online|[online-endpoints-managed-identity-sai](endpoints/online/managed/managed-identities/online-endpoints-managed-identity-sai.ipynb)|*no description* - _This sample is excluded from automated tests_|[![online-endpoints-managed-identity-sai](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml)|
-|endpoints|online|[online-endpoints-managed-identity-uai](endpoints/online/managed/managed-identities/online-endpoints-managed-identity-uai.ipynb)|*no description* - _This sample is excluded from automated tests_|[![online-endpoints-managed-identity-uai](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml)|
+|endpoints|online|[online-endpoints-managed-identity-sai](endpoints/online/managed/managed-identities/online-endpoints-managed-identity-sai.ipynb)|*no description*|[![online-endpoints-managed-identity-sai](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-sai.yml)|
+|endpoints|online|[online-endpoints-managed-identity-uai](endpoints/online/managed/managed-identities/online-endpoints-managed-identity-uai.ipynb)|*no description*|[![online-endpoints-managed-identity-uai](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-managed-identities-online-endpoints-managed-identity-uai.yml)|
 |endpoints|online|[online-endpoints-multimodel](endpoints/online/managed/online-endpoints-multimodel.ipynb)|*no description*|[![online-endpoints-multimodel](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-multimodel.yml)|
 |endpoints|online|[online-endpoints-safe-rollout](endpoints/online/managed/online-endpoints-safe-rollout.ipynb)|Safely rollout a new version of a web service to production by rolling out the change to a small subset of users/requests before rolling it out completely|[![online-endpoints-safe-rollout](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-safe-rollout.yml)|
 |endpoints|online|[online-endpoints-simple-deployment](endpoints/online/managed/online-endpoints-simple-deployment.ipynb)|Use an online endpoint to deploy your model, so you don't have to create and manage the underlying infrastructure|[![online-endpoints-simple-deployment](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml/badge.svg?branch=main)](https://github.com/Azure/azureml-examples/actions/workflows/sdk-endpoints-online-managed-online-endpoints-simple-deployment.yml)|

sdk/python/README.md

@@ -37,7 +37,7 @@
     "    CodeConfiguration,\n",
     "    Environment,\n",
     ")\n",
-    "from azure.identity import DefaultAzureCredential, AzureCliCredential"
+    "from azure.identity import DefaultAzureCredential"
    ]
   },
   {
@@ -63,7 +63,7 @@
    },
    "outputs": [],
    "source": [
-    "credential = AzureCliCredential()\n",
+    "credential = DefaultAzureCredential()\n",
     "ml_client = MLClient(\n",
     "    credential,\n",
     "    subscription_id=subscription_id,\n",
@@ -83,7 +83,7 @@
     "deployment = ManagedOnlineDeployment(\n",
     "    name=\"blue\",\n",
     "    endpoint_name=endpoint_name,\n",
-    "    model=Model(path=\"../model-1/model\"),\n",
+    "    model=Model(path=\"../model-1/model/sklearn_regression_model.pkl\"),\n",
     "    code_configuration=CodeConfiguration(\n",
     "        code=\"../model-1/onlinescoring\", scoring_script=\"score.py\"\n",
     "    ),\n",
@@ -96,9 +96,7 @@
     ")\n",
     "\n",
     "deployment = ml_client.online_deployments.begin_create_or_update(\n",
-    "    deployment,\n",
-    "    local=True,\n",
-    "    vscode_debug=True,\n",
+    "    deployment, local=True, vscode_debug=True\n",
     ")"
    ]
   },
@@ -121,7 +119,7 @@
     "\n",
     "request_file_path = \"../model-1/sample-request.json\"\n",
     "\n",
-    "endpoint.invoke(endpoint_name, request_file_path, local=True)"
+    "ml_client.online_endpoints.invoke(endpoint_name, request_file_path, local=True)"
    ]
   },
   {
@@ -132,8 +130,7 @@
    },
    "outputs": [],
    "source": [
-    "endpoint = ml_client.online_endpoints.get(endpoint_name, local=True)\n",
-    "endpoint.as_dict()"
+    "print(endpoint)"
    ]
   },
   {
@@ -154,20 +151,19 @@
     "new_deployment = ManagedOnlineDeployment(\n",
     "    name=\"green\",\n",
     "    endpoint_name=endpoint_name,\n",
-    "    model=Model(path=\"../model-2/model\"),\n",
+    "    model=Model(path=\"../model-2/model/sklearn_regression_model.pkl\"),\n",
     "    code_configuration=CodeConfiguration(\n",
     "        code=\"../model-2/onlinescoring\", scoring_script=\"score.py\"\n",
     "    ),\n",
     "    environment=Environment(\n",
-    "        conda_file=\"../model-1/environment/conda.yml\",\n",
+    "        conda_file=\"../model-2/environment/conda.yml\",\n",
     "        image=\"mcr.microsoft.com/azureml/openmpi3.1.2-ubuntu18.04:20210727.v1\",\n",
     "    ),\n",
     "    instance_type=\"Standard_DS2_v2\",\n",
     "    instance_count=2,\n",
     ")\n",
     "\n",
-    "\n",
-    "ml_client.online_deployments.begin_create_or_update(\n",
+    "deployment = ml_client.online_deployments.begin_create_or_update(\n",
     "    new_deployment, local=True, vscode_debug=True\n",
     ")"
    ]

sdk/python/endpoints/online/managed/debug-online-endpoints-locally-in-visual-studio-code.ipynb

@@ -11,6 +11,7 @@
     "datastore",
     "mlflow-model-local-inference-test",
     "multicloud-configuration",
+    "debug-online-endpoints-locally-in-visual-studio-code"
     "online-endpoints-managed-identity-sai",
     "online-endpoints-managed-identity-uai",
 ]  # cannot automate lets exclude