Merge branch 'main' into model_monitor_pip

notebooks/community/ml_ops/stage7/get_started_with_model_monitoring_automl.ipynb

@@ -206,8 +206,8 @@
     "    USER_FLAG = \"--user\"\n",
     "\n",
     "# Install required packages.\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-bigquery"
+    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform \\\n",
+    "                                             google-cloud-bigquery"
    ]
   },
   {

notebooks/community/ml_ops/stage7/get_started_with_model_monitoring_custom.ipynb

@@ -213,8 +213,8 @@
     "    USER_FLAG = \"--user\"\n",
     "\n",
     "# Install required packages.\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-bigquery"
+    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform \\\n",
+    "                                             google-cloud-bigquery"
    ]
   },
   {

notebooks/community/ml_ops/stage7/get_started_with_model_monitoring_custom_tf_serving.ipynb

@@ -213,8 +213,8 @@
     "    USER_FLAG = \"--user\"\n",
     "\n",
     "# Install required packages.\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-bigquery"
+    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform \\\n",
+    "                                             google-cloud-bigquery"
    ]
   },
   {

notebooks/community/ml_ops/stage7/get_started_with_model_monitoring_setup.ipynb

@@ -213,8 +213,9 @@
     "    USER_FLAG = \"--user\"\n",
     "\n",
     "# Install required packages.\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform\n",
-    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-bigquery"
+    "! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform \\\n",
+    "                                             google-cloud-bigquery \\\n",
+    "                                             tensorflow==2.7"
    ]
   },
   {
@@ -1684,7 +1685,7 @@
    },
    "outputs": [],
    "source": [
-    "delete_bucket = False\n",
+    "delete_bucket = True\n",
     "\n",
     "if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
     "    ! gsutil rm -rf {BUCKET_URI}\n",