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update samples from Release-80 as a part of SDK release #1262

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Merged
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Dec 12, 2020
Merged

update samples from Release-80 as a part of SDK release #1262

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2 changes: 2 additions & 0 deletions ...machine-learning/experimental/regression-model-proxy/auto-ml-regression-model-proxy.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -199,6 +199,7 @@
"|**n_cross_validations**|Number of cross validation splits.|\n",
"|**training_data**|(sparse) array-like, shape = [n_samples, n_features]|\n",
"|**label_column_name**|(sparse) array-like, shape = [n_samples, ], targets values.|\n",
"|**scenario**|We need to set this parameter to 'Latest' to enable some experimental features. This parameter should not be set outside of this experimental notebook.|\n",
"\n",
"**_You can find more information about primary metrics_** [here](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-configure-auto-train#primary-metric)"
]
Expand Down Expand Up @@ -227,6 +228,7 @@
" compute_target = compute_target,\n",
" training_data = train_data,\n",
" label_column_name = label,\n",
" scenario='Latest',\n",
" **automl_settings\n",
" )"
]
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17 changes: 10 additions & 7 deletions ...enable-app-insights-in-production-service/enable-app-insights-in-production-service.ipynb
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Expand Up @@ -276,16 +276,17 @@
"metadata": {},
"outputs": [],
"source": [
"from azureml.exceptions import ComputeTargetException\n",
"from azureml.core.compute import ComputeTarget, AksCompute\n",
"from azureml.core.compute_target import ComputeTargetException\n",
"\n",
"aks_name = \"my-aks\"\n",
"aks_name = \"my-aks-insights\"\n",
"\n",
"creating_compute = False\n",
"try:\n",
" aks_target = ComputeTarget(ws, aks_name)\n",
" print(\"Using existing AKS cluster {}.\".format(aks_name))\n",
" print(\"Using existing AKS compute target {}.\".format(aks_name))\n",
"except ComputeTargetException:\n",
" print(\"Creating a new AKS cluster {}.\".format(aks_name))\n",
" print(\"Creating a new AKS compute target {}.\".format(aks_name))\n",
"\n",
" # Use the default configuration (can also provide parameters to customize).\n",
" prov_config = AksCompute.provisioning_configuration()\n",
Expand All @@ -302,7 +303,7 @@
"outputs": [],
"source": [
"%%time\n",
"if creating_compute:\n",
"if creating_compute and aks_target.provisioning_state != \"Succeeded\":\n",
" aks_target.wait_for_completion(show_output=True)"
]
},
Expand Down Expand Up @@ -382,7 +383,7 @@
" aks_service.wait_for_deployment(show_output=True)\n",
" print(aks_service.state)\n",
"else:\n",
" raise ValueError(\"AKS provisioning failed. Error: \", aks_service.error)"
" raise ValueError(\"AKS cluster provisioning failed. Error: \", aks_target.provisioning_errors)"
]
},
{
Expand Down Expand Up @@ -460,7 +461,9 @@
"%%time\n",
"aks_service.delete()\n",
"aci_service.delete()\n",
"model.delete()"
"model.delete()\n",
"if creating_compute:\n",
" aks_target.delete()"
]
}
],
Expand Down