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Commit 87552b4

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update census
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‎tables/automl/notebooks/census_income_prediction/census_income_prediction.ipynb

Copy file name to clipboardExpand all lines: tables/automl/notebooks/census_income_prediction/census_income_prediction.ipynb
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@@ -5,16 +5,7 @@
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"colab": {
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"name": "Copy of automltables_v1beta1_quickstart.ipynb",
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"version": "0.3.2",
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"provenance": [
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{
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"file_id": "/piper/depot/google3/cloud/ml/autoflow/colab/automltables_v1beta1_quickstart.ipynb",
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"timestamp": 1554327214640
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},
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{
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"file_id": "/piper/depot/google3/cloud/ml/autoflow/colab/automltables_v1beta1_quickstart.ipynb",
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"timestamp": 1553626114133
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}
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],
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"provenance": [],
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"collapsed_sections": []
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},
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"kernelspec": {
@@ -113,22 +104,78 @@
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"cell_type": "markdown",
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"source": [
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"### Install the client library\n",
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"Run the following cell. Click on the 'Choose Files' button and select the client library compressed file. The file is uploaded to your Colab and installed using `pip`."
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"Run the following cell. "
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]
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},
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{
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"metadata": {
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"colab_type": "code",
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"id": "43aXKjDRt_qZ",
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"colab": {}
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 497
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},
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"outputId": "604afaa9-540c-494a-edf2-f87b0d6889d6"
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},
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"cell_type": "code",
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"source": [
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"#@title Install AutoML Tables client library { vertical-output: true }\n",
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"\n",
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"from __future__ import absolute_import\n",
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"from __future__ import division\n",
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"from __future__ import print_function\n",
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"\n",
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"from google.colab import files\n",
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"import tarfile\n",
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"\n",
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"!pip install google-cloud-automl"
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],
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"execution_count": 0,
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"outputs": []
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"execution_count": 1,
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"outputs": [
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{
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"output_type": "stream",
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"text": [
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"Collecting google-cloud-automl\n",
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"\u001b[?25l Downloading https://files.pythonhosted.org/packages/4c/a7/2d90dd55e99edb2a8b1ccee83ba92ef750bd823117737ed6976163b6f85f/google_cloud_automl-0.2.0-py2.py3-none-any.whl (139kB)\n",
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"\u001b[K 100% |████████████████████████████████| 143kB 6.7MB/s \n",
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"\u001b[?25hRequirement already satisfied: google-api-core[grpc]<2.0.0dev,>=1.6.0 in /usr/local/lib/python3.6/dist-packages (from google-cloud-automl) (1.8.2)\n",
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"Requirement already satisfied: google-auth<2.0dev,>=0.4.0 in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (1.4.2)\n",
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"Requirement already satisfied: googleapis-common-protos!=1.5.4,<2.0dev,>=1.5.3 in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (1.5.9)\n",
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"Requirement already satisfied: six>=1.10.0 in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (1.11.0)\n",
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"Requirement already satisfied: setuptools>=34.0.0 in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (40.8.0)\n",
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"Requirement already satisfied: requests<3.0.0dev,>=2.18.0 in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (2.18.4)\n",
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"Requirement already satisfied: protobuf>=3.4.0 in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (3.7.1)\n",
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"Requirement already satisfied: pytz in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (2018.9)\n",
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"Requirement already satisfied: grpcio>=1.8.2; extra == \"grpc\" in /usr/local/lib/python3.6/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (1.15.0)\n",
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"Requirement already satisfied: rsa>=3.1.4 in /usr/local/lib/python3.6/dist-packages (from google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (4.0)\n",
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"Requirement already satisfied: cachetools>=2.0.0 in /usr/local/lib/python3.6/dist-packages (from google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (3.1.0)\n",
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"Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.6/dist-packages (from google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (0.2.4)\n",
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"Requirement already satisfied: idna<2.7,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (2.6)\n",
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"Requirement already satisfied: urllib3<1.23,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (1.22)\n",
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"Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (3.0.4)\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (2019.3.9)\n",
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"Requirement already satisfied: pyasn1>=0.1.3 in /usr/local/lib/python3.6/dist-packages (from rsa>=3.1.4->google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.6.0->google-cloud-automl) (0.4.5)\n",
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"Installing collected packages: google-cloud-automl\n",
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"Successfully installed google-cloud-automl-0.2.0\n"
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],
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"name": "stdout"
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},
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{
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"output_type": "display_data",
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"data": {
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"application/vnd.colab-display-data+json": {
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"pip_warning": {
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"packages": [
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"google"
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]
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}
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}
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},
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"metadata": {
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"tags": []
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}
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}
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]
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},
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{
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"metadata": {
@@ -145,7 +192,25 @@
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"metadata": {
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"colab_type": "code",
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"id": "u-kCqysAuaJk",
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"colab": {}
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"colab": {
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"resources": {
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"http://localhost:8080/nbextensions/google.colab/files.js": {
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"data": 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"ok": true,
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"headers": [
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[
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"content-type",
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"application/javascript"
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]
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],
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"status": 200,
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"status_text": ""
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}
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},
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"base_uri": "https://localhost:8080/",
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"height": 272
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},
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"outputId": "7d13ba3a-6411-4d7a-e29d-a8daf79919f4"
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},
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"cell_type": "code",
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"source": [
@@ -161,8 +226,40 @@
161226
"# Authenticate and create a prediction service client.\n",
162227
"prediction_client = automl_v1beta1.PredictionServiceClient.from_service_account_file(keyfile_name)"
163228
],
164-
"execution_count": 0,
165-
"outputs": []
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"execution_count": 2,
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"outputs": [
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{
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"output_type": "display_data",
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"data": {
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"text/html": [
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"\n",
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" <input type=\"file\" id=\"files-bca2ae9c-a68e-44b3-8e5a-603b18f332ec\" name=\"files[]\" multiple disabled />\n",
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" <output id=\"result-bca2ae9c-a68e-44b3-8e5a-603b18f332ec\">\n",
238+
" Upload widget is only available when the cell has been executed in the\n",
239+
" current browser session. Please rerun this cell to enable.\n",
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" </output>\n",
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" <script src=\"/nbextensions/google.colab/files.js\"></script> "
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],
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"text/plain": [
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"<IPython.core.display.HTML object>"
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]
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},
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"metadata": {
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"tags": []
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}
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},
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{
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"output_type": "error",
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"ename": "IndexError",
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"evalue": "ignored",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)",
258+
"\u001b[0;32m<ipython-input-2-2b8758eeb86e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;31m# Upload service account key\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mkeyfile_upload\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0mkeyfile_name\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkeyfile_upload\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7\u001b[0m \u001b[0;31m# Authenticate and create an AutoML client.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0mclient\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mautoml_v1beta1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAutoMlClient\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_service_account_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkeyfile_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
259+
"\u001b[0;31mIndexError\u001b[0m: list index out of range"
260+
]
261+
}
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]
166263
},
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{
168265
"metadata": {

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