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Reservation_API_samples.ipynb
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| { | |
| "nbformat": 4, | |
| "nbformat_minor": 0, | |
| "metadata": { | |
| "colab": { | |
| "name": "Reservation_API_samples.ipynb", | |
| "provenance": [], | |
| "include_colab_link": true | |
| }, | |
| "kernelspec": { | |
| "name": "python3", | |
| "display_name": "Python 3" | |
| }, | |
| "language_info": { | |
| "name": "python" | |
| } | |
| }, | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "view-in-github", | |
| "colab_type": "text" | |
| }, | |
| "source": [ | |
| "<a href=\"https://colab.research.google.com/gist/leighajarett/a143ca807a05e81972a340b68126146b/reservation_api_samples.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 582 | |
| }, | |
| "id": "Mcd3bwe7XbR5", | |
| "outputId": "5b3c4b7c-c9e8-420b-a2fa-5d1b7e5daed3" | |
| }, | |
| "source": [ | |
| "!pip install google-cloud-bigquery-reservation" | |
| ], | |
| "execution_count": null, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "text": [ | |
| "Collecting google-cloud-bigquery-reservation\n", | |
| "\u001b[?25l Downloading https://files.pythonhosted.org/packages/b9/0a/67b6737fe0846fa973f4dafbe497ef78ff5d56cc35391d7eea149b4908f7/google_cloud_bigquery_reservation-1.2.0-py2.py3-none-any.whl (57kB)\n", | |
| "\r\u001b[K |█████▊ | 10kB 11.1MB/s eta 0:00:01\r\u001b[K |███████████▍ | 20kB 15.9MB/s eta 0:00:01\r\u001b[K |█████████████████▏ | 30kB 19.7MB/s eta 0:00:01\r\u001b[K |██████████████████████▉ | 40kB 16.5MB/s eta 0:00:01\r\u001b[K |████████████████████████████▌ | 51kB 8.8MB/s eta 0:00:01\r\u001b[K |████████████████████████████████| 61kB 4.5MB/s \n", | |
| "\u001b[?25hRequirement already satisfied: google-api-core[grpc]<2.0.0dev,>=1.26.0 in /usr/local/lib/python3.7/dist-packages (from google-cloud-bigquery-reservation) (1.26.3)\n", | |
| "Collecting proto-plus>=1.4.0\n", | |
| "\u001b[?25l Downloading https://files.pythonhosted.org/packages/8c/72/6f3f4cdc5bb0294f8d7f3f8aacb617b4c3cb17554ed78f7e28009162c795/proto_plus-1.19.0-py3-none-any.whl (42kB)\n", | |
| "\u001b[K |████████████████████████████████| 51kB 6.1MB/s \n", | |
| "\u001b[?25hRequirement already satisfied: packaging>=14.3 in /usr/local/lib/python3.7/dist-packages (from google-cloud-bigquery-reservation) (20.9)\n", | |
| "Requirement already satisfied: google-auth<2.0dev,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (1.32.1)\n", | |
| "Requirement already satisfied: setuptools>=40.3.0 in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (57.0.0)\n", | |
| "Requirement already satisfied: pytz in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (2018.9)\n", | |
| "Requirement already satisfied: protobuf>=3.12.0 in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (3.17.3)\n", | |
| "Requirement already satisfied: requests<3.0.0dev,>=2.18.0 in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (2.23.0)\n", | |
| "Requirement already satisfied: googleapis-common-protos<2.0dev,>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (1.53.0)\n", | |
| "Requirement already satisfied: six>=1.13.0 in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (1.15.0)\n", | |
| "Requirement already satisfied: grpcio<2.0dev,>=1.29.0; extra == \"grpc\" in /usr/local/lib/python3.7/dist-packages (from google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (1.34.1)\n", | |
| "Requirement already satisfied: pyparsing>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging>=14.3->google-cloud-bigquery-reservation) (2.4.7)\n", | |
| "Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from google-auth<2.0dev,>=1.21.1->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (4.2.2)\n", | |
| "Requirement already satisfied: rsa<5,>=3.1.4; python_version >= \"3.6\" in /usr/local/lib/python3.7/dist-packages (from google-auth<2.0dev,>=1.21.1->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (4.7.2)\n", | |
| "Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from google-auth<2.0dev,>=1.21.1->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (0.2.8)\n", | |
| "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (2.10)\n", | |
| "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (1.24.3)\n", | |
| "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (3.0.4)\n", | |
| "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (2021.5.30)\n", | |
| "Requirement already satisfied: pyasn1>=0.1.3 in /usr/local/lib/python3.7/dist-packages (from rsa<5,>=3.1.4; python_version >= \"3.6\"->google-auth<2.0dev,>=1.21.1->google-api-core[grpc]<2.0.0dev,>=1.26.0->google-cloud-bigquery-reservation) (0.4.8)\n", | |
| "Installing collected packages: proto-plus, google-cloud-bigquery-reservation\n", | |
| "Successfully installed google-cloud-bigquery-reservation-1.2.0 proto-plus-1.19.0\n" | |
| ], | |
| "name": "stdout" | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "application/vnd.colab-display-data+json": { | |
| "pip_warning": { | |
| "packages": [ | |
| "google" | |
| ] | |
| } | |
| } | |
| }, | |
| "metadata": { | |
| "tags": [] | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "id": "zVKEXvjATnrG" | |
| }, | |
| "source": [ | |
| "from google.colab import auth\n", | |
| "auth.authenticate_user()\n", | |
| "\n", | |
| "from google.cloud import bigquery_reservation_v1\n" | |
| ], | |
| "execution_count": null, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "S_2r-ScKbSj6" | |
| }, | |
| "source": [ | |
| "Make sure you already have a slot commitment\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "id": "FH4eLYFpYvq8" | |
| }, | |
| "source": [ | |
| "client=bigquery_reservation_v1.ReservationServiceClient()\n", | |
| "project_id = 'leigha-bq-dev'\n", | |
| "location = 'US'\n", | |
| "req = bigquery_reservation_v1.ListCapacityCommitmentsRequest(\n", | |
| " parent=client.common_location_path(project_id, location))" | |
| ], | |
| "execution_count": null, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "jzkc8mJAZs3M", | |
| "outputId": "0d4620d4-8457-4860-a1a7-9b629a9840e8" | |
| }, | |
| "source": [ | |
| "client.list_capacity_commitments(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "ListCapacityCommitmentsPager<capacity_commitments {\n", | |
| " name: \"projects/leigha-bq-dev/locations/US/capacityCommitments/4545017615014388977\"\n", | |
| " slot_count: 1000\n", | |
| " plan: FLEX\n", | |
| " state: ACTIVE\n", | |
| " commitment_end_time {\n", | |
| " seconds: 1626121437\n", | |
| " nanos: 344424000\n", | |
| " }\n", | |
| " failure_status {\n", | |
| " }\n", | |
| "}\n", | |
| ">" | |
| ] | |
| }, | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "execution_count": 36 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "HqLYa8ZrbXZS" | |
| }, | |
| "source": [ | |
| "Create a new reservation for 1000 slots" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "3QbRLRusaP3Q", | |
| "outputId": "a96a8c04-1bc7-469a-f48c-19f516ae8e0f" | |
| }, | |
| "source": [ | |
| "req =bigquery_reservation_v1.CreateReservationRequest(\n", | |
| " parent=client.common_location_path(project_id, location),\n", | |
| " reservation_id='load-dashboard',\n", | |
| " reservation= bigquery_reservation_v1.Reservation(\n", | |
| " slot_capacity=1000,\n", | |
| " ignore_idle_slots=False\n", | |
| " )\n", | |
| " )\n", | |
| "\n", | |
| "client.create_reservation(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "name: \"projects/leigha-bq-dev/locations/US/reservations/load-dashboard\"\n", | |
| "slot_capacity: 1000" | |
| ] | |
| }, | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "execution_count": 65 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "JjqIVOGEfPHQ" | |
| }, | |
| "source": [ | |
| "Create an assignment for the project" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "YrYgqX9TcBAp", | |
| "outputId": "30bb1655-bc12-46cd-ec6a-2363da4f401c" | |
| }, | |
| "source": [ | |
| "req=bigquery_reservation_v1.CreateAssignmentRequest(\n", | |
| " parent=client.reservation_path(project_id, location,'load-dashboard'),\n", | |
| " assignment=bigquery_reservation_v1.Assignment(\n", | |
| " assignee='projects/'+project_id,\n", | |
| " job_type=bigquery_reservation_v1.Assignment.JobType(2)\n", | |
| " )\n", | |
| ")\n", | |
| "\n", | |
| "client.create_assignment(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "name: \"projects/leigha-bq-dev/locations/US/reservations/load-dashboard/assignments/16022880806055224029\"\n", | |
| "job_type: QUERY\n", | |
| "assignee: \"projects/leigha-bq-dev\"\n", | |
| "state: ACTIVE" | |
| ] | |
| }, | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "execution_count": 74 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "6Sc6YBYQfVZz" | |
| }, | |
| "source": [ | |
| "Delete assignment" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "id": "7StEP2o8ckXy" | |
| }, | |
| "source": [ | |
| "req=bigquery_reservation_v1.DeleteAssignmentRequest(\n", | |
| " name=client.assignment_path(project_id,location,\n", | |
| " 'load-dashboard','16022880806055224029'))\n", | |
| "\n", | |
| "client.delete_assignment(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "emukkos9gS-W" | |
| }, | |
| "source": [ | |
| "Make sure assignment was successfully deleted" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "H-wc7Zygfop6", | |
| "outputId": "7d074e99-684e-4132-a32c-ffd658d2711d" | |
| }, | |
| "source": [ | |
| "req=bigquery_reservation_v1.ListAssignmentsRequest(\n", | |
| " parent=client.reservation_path(project_id, location,'load-dashboard'))\n", | |
| "client.list_assignments(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "ListAssignmentsPager<>" | |
| ] | |
| }, | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "execution_count": 79 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "jSmaOeSDgXts" | |
| }, | |
| "source": [ | |
| "Delete the reservation" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "id": "A0yk5-G8gU5f" | |
| }, | |
| "source": [ | |
| "req=bigquery_reservation_v1.DeleteReservationRequest(\n", | |
| " name=client.reservation_path(project_id, location,'load-dashboard')\n", | |
| ")\n", | |
| "\n", | |
| "client.delete_reservation(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "ZulvDuJOgYg1" | |
| }, | |
| "source": [ | |
| "Make sure the reservation was successfully deleted" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "MVK9JOH4fpAi", | |
| "outputId": "ecb8f949-0807-4dae-e32e-8096395bf1c1" | |
| }, | |
| "source": [ | |
| "req=bigquery_reservation_v1.ListReservationsRequest(\n", | |
| " parent=client.common_location_path(project_id, location)\n", | |
| ")\n", | |
| "\n", | |
| "client.list_reservations(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "ListReservationsPager<reservations {\n", | |
| " name: \"projects/leigha-bq-dev/locations/US/reservations/default\"\n", | |
| "}\n", | |
| ">" | |
| ] | |
| }, | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "execution_count": 82 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "wydywHYOgbLe" | |
| }, | |
| "source": [ | |
| "(Optional) Delete the slot commitment" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "id": "kfgiAZILgd7w" | |
| }, | |
| "source": [ | |
| "req=bigquery_reservation_v1.DeleteCapacityCommitmentRequest(\n", | |
| " name=\"projects/leigha-bq-dev/locations/US/capacityCommitments/4545017615014388977\"\n", | |
| ")\n", | |
| "\n", | |
| "client.delete_capacity_commitment(request=req)" | |
| ], | |
| "execution_count": null, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "metadata": { | |
| "id": "opVnjEDOhSV3" | |
| }, | |
| "source": [ | |
| "" | |
| ], | |
| "execution_count": null, | |
| "outputs": [] | |
| } | |
| ] | |
| } |
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