test: debugging

notebooks/official/model_monitoring/test.ipynb

@@ -0,0 +1,103 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "415646a6-b435-409f-856b-ad06676c8dd2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[33m  WARNING: The script google-oauthlib-tool is installed in '/home/jupyter/.local/bin' which is not on PATH.\n",
+      "  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\u001b[0m\u001b[33m\n",
+      "\u001b[0m\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+      "pandas-gbq 0.19.1 requires google-api-core<3.0.0dev,>=2.10.2, but you have google-api-core 2.10.0 which is incompatible.\n",
+      "pandas-gbq 0.19.1 requires google-auth-oauthlib>=0.7.0, but you have google-auth-oauthlib 0.4.6 which is incompatible.\n",
+      "google-cloud-vision 3.3.1 requires google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0, but you have google-api-core 2.10.0 which is incompatible.\n",
+      "google-cloud-notebooks 1.6.1 requires google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0, but you have google-api-core 2.10.0 which is incompatible.\n",
+      "google-cloud-bigquery-storage 2.18.1 requires google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0, but you have google-api-core 2.10.0 which is incompatible.\n",
+      "tf-models-official 2.11.3 requires numpy>=1.20, but you have numpy 1.18.5 which is incompatible.\n",
+      "tf-models-official 2.11.3 requires tensorflow~=2.11.0, but you have tensorflow 2.7.0 which is incompatible.\n",
+      "google-vizier 0.0.15 requires google-api-python-client>=2.65.0, but you have google-api-python-client 1.12.11 which is incompatible.\n",
+      "google-vizier 0.0.15 requires numpy>=1.21.5, but you have numpy 1.18.5 which is incompatible.\n",
+      "cloud-tpu-client 0.10 requires google-api-python-client==1.8.0, but you have google-api-python-client 1.12.11 which is incompatible.\u001b[0m\u001b[31m\n",
+      "\u001b[0m"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "\n",
+    "# The Vertex AI Workbench Notebook product has specific requirements\n",
+    "IS_WORKBENCH_NOTEBOOK = os.getenv(\"DL_ANACONDA_HOME\") and not os.getenv(\"VIRTUAL_ENV\")\n",
+    "IS_USER_MANAGED_WORKBENCH_NOTEBOOK = os.path.exists(\n",
+    "    \"/opt/deeplearning/metadata/env_version\"\n",
+    ")\n",
+    "\n",
+    "# Vertex AI Notebook requires dependencies to be installed with '--user'\n",
+    "USER_FLAG = \"\"\n",
+    "if IS_WORKBENCH_NOTEBOOK:\n",
+    "    USER_FLAG = \"--user\"\n",
+    "\n",
+    "# Install the packages\n",
+    "! pip3 install {USER_FLAG} -q --upgrade google-cloud-aiplatform \\\n",
+    "                                        google-cloud-storage \\\n",
+    "                                        pandas-gbq\n",
+    "\n",
+    "! pip3 install {USER_FLAG} -q -U google-cloud-aiplatform \"shapely<2\" \\\n",
+    "                                 tensorflow==2.7 \\\n",
+    "                                 google-api-core==2.10 \\\n",
+    "                                 protobuf==3.20.3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7018941a-8076-4dec-85cd-ad35394ad1ef",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import google.cloud.aiplatform as aiplatform\n",
+    "import pandas as pd\n",
+    "import tensorflow"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "995dd18e-7fcc-4cd6-a0cc-ae8ab093c24e",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "environment": {
+   "kernel": "python3",
+   "name": "common-cu110.m102",
+   "type": "gcloud",
+   "uri": "gcr.io/deeplearning-platform-release/base-cu110:m102"
+  },
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}