--quiet option

notebooks/official/model_monitoring/get_started_with_model_monitoring_custom_tf_serving.ipynb

@@ -158,7 +158,9 @@
       "source": [
         "# Install required packages.\n",
         "! pip3 install --quiet --upgrade google-cloud-aiplatform \\\n",
-        "                                 google-cloud-bigquery"
+        "                                 google-cloud-bigquery\n",
+        "\n",
+        "! gcloud components update --quiet"
       ]
     },
     {
@@ -178,14 +180,11 @@
       },
       "outputs": [],
       "source": [
-        "IS_COLAB = False\n",
-        "\n",
         "# Automatically restart kernel after installs so that your environment can access the new packages\n",
         "# import IPython\n",
         "\n",
         "# app = IPython.Application.instance()\n",
-        "# app.kernel.do_shutdown(True)\n",
-        "# IS_COLAB = True"
+        "# app.kernel.do_shutdown(True)"
       ]
     },
     {
@@ -410,6 +409,8 @@
       },
       "outputs": [],
       "source": [
+        "import os\n",
+        "\n",
         "import google.cloud.aiplatform as aiplatform\n",
         "from google.cloud import bigquery\n",
         "from google.cloud.aiplatform import model_monitoring"
@@ -588,7 +589,11 @@
       },
       "outputs": [],
       "source": [
-        "! gcloud services enable artifactregistry.googleapis.com"
+        "! gcloud services enable artifactregistry.googleapis.com\n",
+        "\n",
+        "if os.getenv(\"IS_TESTING\"):\n",
+        "    ! sudo apt-get update --yes && sudo apt-get --only-upgrade --yes install google-cloud-sdk-cloud-run-proxy google-cloud-sdk-harbourbridge google-cloud-sdk-cbt google-cloud-sdk-gke-gcloud-auth-plugin google-cloud-sdk-kpt google-cloud-sdk-local-extract google-cloud-sdk-minikube google-cloud-sdk-app-engine-java google-cloud-sdk-app-engine-go google-cloud-sdk-app-engine-python google-cloud-sdk-spanner-emulator google-cloud-sdk-bigtable-emulator google-cloud-sdk-nomos google-cloud-sdk-package-go-module google-cloud-sdk-firestore-emulator kubectl google-cloud-sdk-datastore-emulator google-cloud-sdk-app-engine-python-extras google-cloud-sdk-cloud-build-local google-cloud-sdk-kubectl-oidc google-cloud-sdk-anthos-auth google-cloud-sdk-app-engine-grpc google-cloud-sdk-pubsub-emulator google-cloud-sdk-datalab google-cloud-sdk-skaffold google-cloud-sdk google-cloud-sdk-terraform-tools google-cloud-sdk-config-connector\n",
+        "    ! gcloud components update --quiet"
       ]
     },
     {
@@ -614,7 +619,9 @@
       },
       "outputs": [],
       "source": [
-        "PRIVATE_REPO = \"my-docker-repo\"\n",
+        "PRIVATE_REPO = \"my-docker-repo-unique\"\n",
+        "\n",
+        "! gcloud services enable artifactregistry.googleapis.com\n",
         "\n",
         "! gcloud artifacts repositories create {PRIVATE_REPO} --repository-format=docker --location={REGION} --description=\"Docker repository\"\n",
         "\n",
@@ -668,6 +675,10 @@
       },
       "outputs": [],
       "source": [
+        "import sys\n",
+        "\n",
+        "IS_COLAB = \"google.colab\" in sys.modules\n",
+        "\n",
         "# Executes in Vertex AI Workbench\n",
         "if DEPLOY_GPU:\n",
         "    DEPLOY_IMAGE = (\n",
@@ -1662,7 +1673,9 @@
         "\n",
         "! rm -f schema.yaml\n",
         "\n",
-        "! bq rm -f {PROJECT_ID}.model_deployment_monitoring_{ENDPOINT_ID}"
+        "! bq rm -f {PROJECT_ID}.model_deployment_monitoring_{ENDPOINT_ID}\n",
+        "\n",
+        "! gcloud artifacts repositories delete {PRIVATE_REPO} --location={REGION} --quiet "
       ]
     }
   ],