[ML] Get studio url using 'job.studio_url' property instead of 'job.services["Studio"].endpoint (#1878)

* [ML] Get studio url using 'job.studio_url' property instead of 'job.services[Studio].endpoint

sdk/python/assets/data/data.ipynb

@@ -85,7 +85,7 @@
     "# submit the command\n",
     "returned_job = ml_client.jobs.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {
@@ -137,7 +137,7 @@
     "# submit the command\n",
     "returned_job = ml_client.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {
@@ -218,7 +218,7 @@
     "# submit the command\n",
     "returned_job = ml_client.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {
@@ -331,7 +331,7 @@
     "# submit the command\n",
     "returned_job = ml_client.jobs.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   }
  ],
@@ -364,4 +364,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}

sdk/python/assets/data/working_with_mltable.ipynb

@@ -224,7 +224,7 @@
     "# submit the command job\n",
     "returned_job = ml_client.jobs.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {
@@ -340,7 +340,7 @@
     "# submit the command job\n",
     "returned_job = ml_client.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   }
  ],

sdk/python/assets/model/model.ipynb

@@ -354,7 +354,7 @@
     "# submit the command\n",
     "returned_job = ml_client.jobs.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {
@@ -403,7 +403,7 @@
     "# submit the command\n",
     "returned_job = ml_client.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {

sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing-mlflow.ipynb

@@ -323,7 +323,7 @@
    "outputs": [],
    "source": [
     "# Get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {

sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb

@@ -286,7 +286,7 @@
     "print(f\"Created job: {returned_job}\")\n",
     "\n",
     "# Get a URL for the status of the job\n",
-    "# returned_job.services[\"Studio\"].endpoint"
+    "# returned_job.studio_url"
    ]
   },
   {

sdk/python/jobs/single-step/lightgbm/iris/lightgbm-iris-sweep.ipynb

@@ -148,7 +148,7 @@
     "# submit the command\n",
     "returned_job = ml_client.jobs.create_or_update(command_job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {
@@ -236,7 +236,7 @@
     "# submit the sweep\n",
     "returned_sweep_job = ml_client.create_or_update(sweep_job)\n",
     "# get a URL for the status of the job\n",
-    "returned_sweep_job.services[\"Studio\"].endpoint"
+    "returned_sweep_job.studio_url"
    ]
   },
   {
@@ -350,7 +350,7 @@
     "returned_sweep_job_cmd = ml_client.jobs.create_or_update(cmd_component_sweep_job)\n",
     "\n",
     "# get a URL for the status of the job\n",
-    "returned_sweep_job_cmd.services[\"Studio\"].endpoint"
+    "returned_sweep_job_cmd.studio_url"
    ]
   },
   {

sdk/python/jobs/single-step/pytorch/distributed-training/distributed-cifar10.ipynb

@@ -281,7 +281,7 @@
     "# submit the command\n",
     "returned_job = ml_client.jobs.create_or_update(job)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ]
   },
   {

sdk/python/resources/datastores/datastore.ipynb

@@ -371,7 +371,7 @@
     "# submit the command\n",
     "returned_job = ml_client.create_or_update(explore_datastore)\n",
     "# get a URL for the status of the job\n",
-    "returned_job.services[\"Studio\"].endpoint"
+    "returned_job.studio_url"
    ],
    "outputs": [],
    "execution_count": null,

tutorials/e2e-distributed-pytorch-image/e2e-object-classification-distributed-pytorch.ipynb

@@ -260,9 +260,9 @@
     "\n",
     "# get a URL for the status of the job\n",
     "print(\"The url to see your live job running is returned by the sdk:\")\n",
-    "print(returned_job.services[\"Studio\"].endpoint)\n",
+    "print(returned_job.studio_url)\n",
     "# open the browser with this url\n",
-    "webbrowser.open(returned_job.services[\"Studio\"].endpoint)\n",
+    "webbrowser.open(returned_job.studio_url)\n",
     "\n",
     "# print the pipeline run id\n",
     "print(\n",
@@ -330,7 +330,7 @@
     "\n",
     "# get a URL for the status of the job\n",
     "print(\"The url to see your live job running is returned by the sdk:\")\n",
-    "print(returned_job.services[\"Studio\"].endpoint)\n",
+    "print(returned_job.studio_url)\n",
     "```"
    ]
   },
@@ -448,9 +448,9 @@
     "\n",
     "# get a URL for the status of the job\n",
     "print(\"The url to see your live job running is returned by the sdk:\")\n",
-    "print(returned_job.services[\"Studio\"].endpoint)\n",
+    "print(returned_job.studio_url)\n",
     "# open the browser with this url\n",
-    "webbrowser.open(returned_job.services[\"Studio\"].endpoint)\n",
+    "webbrowser.open(returned_job.studio_url)\n",
     "\n",
     "# print the pipeline run id\n",
     "print(\n",

tutorials/e2e-ds-experience/e2e-ml-workflow.ipynb

@@ -992,7 +992,7 @@
     "    experiment_name=\"e2e_registered_components\",\n",
     ")\n",
     "# open the pipeline in web browser\n",
-    "webbrowser.open(pipeline_job.services[\"Studio\"].endpoint)"
+    "webbrowser.open(pipeline_job.studio_url)"
    ]
   },
   {