BigQuery: Cloud Data Warehouse

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href="https://web.archive.org/web/20210524074056/https://cloud.google.com/apigee" track-type="navMenu" track-name="Apigee API Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apigee" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#apigeeapiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> API management, development, and security platform. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Internet of Things</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/iot-core" track-type="navMenu" track-name="Cloud IoT Core" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/iot-core" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotcore" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud IoT Core </div> <div class="devsite-nav-item-description"> IoT device management, integration, and connection service. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/edge-tpu" track-type="navMenu" track-name="Edge TPU" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/edge-tpu" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotedge" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Edge TPU </div> <div class="devsite-nav-item-description"> ASIC designed to run ML inference and AI at the edge. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/products/management" track-type="navMenu" track-name="Management Tools" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Management Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/shell" track-type="navMenu" track-name="Cloud Shell" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/shell" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudshell" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Shell </div> <div class="devsite-nav-item-description"> Interactive shell environment with a built-in command line. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/cloud-console" track-type="navMenu" track-name="Cloud Console" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cloud-console" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Console </div> <div class="devsite-nav-item-description"> Web-based interface for managing and monitoring cloud apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/deployment-manager" track-type="navMenu" track-name="Cloud Deployment Manager" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/deployment-manager" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddeploymentmanager" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Deployment Manager </div> <div class="devsite-nav-item-description"> Service for creating and managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/console-app" track-type="navMenu" track-name="Cloud Mobile App" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/console-app" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Mobile App </div> <div class="devsite-nav-item-description"> App to manage Google Cloud services from your mobile device. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/apis" track-type="navMenu" track-name="Cloud APIs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apis" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudapis" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud APIs </div> <div class="devsite-nav-item-description"> Programmatic interfaces for Google Cloud services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/private-catalog" track-type="navMenu" track-name="Private Catalog" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/private-catalog" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Private Catalog </div> <div class="devsite-nav-item-description"> Service catalog for admins managing internal enterprise solutions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/cost-management" track-type="navMenu" track-name="Cost Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cost-management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing.png" srcset="https://web.archive.org/web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_36.png 36w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_48.png 48w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_72.png 72w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_96.png 96w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_480.png 480w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_720.png 720w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_856.png 856w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_960.png 960w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_1440.png 1440w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_1920.png 1920w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/billing_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/active-assist" track-type="navMenu" track-name="Intelligent Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/active-assist" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Intelligent Management </div> <div class="devsite-nav-item-description"> Tools for easily managing performance, security, and cost. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Media and Gaming</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/game-servers" track-type="navMenu" track-name="Game Servers" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/game-servers" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudgameservers" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Game Servers </div> <div class="devsite-nav-item-description"> Game server management service running on Google Kubernetes Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/opencue" track-type="navMenu" track-name="OpenCue" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/opencue" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue.png" srcset="https://web.archive.org/web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_36.png 36w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_48.png 48w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_72.png 72w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_96.png 96w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_480.png 480w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_720.png 720w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_856.png 856w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_960.png 960w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_1440.png 1440w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_1920.png 1920w, /web/20210524074056im_/https://cloud.google.com/images/navigation/products/opencue_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/products/cloud-migration" track-type="navMenu" track-name="Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/cloud-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migration </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/application-migration" track-type="navMenu" track-name="Application Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/application-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/application-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> App migration to the cloud for low-cost refresh cycles. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/transfer" track-type="navMenu" track-name="BigQuery Data Transfer Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bigquery/transfer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BigQuery Data Transfer Service </div> <div class="devsite-nav-item-description"> Data import service for scheduling and moving data into BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/foundation-toolkit" track-type="navMenu" track-name="Cloud Foundation Toolkit" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/foundation-toolkit" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Foundation Toolkit </div> <div class="devsite-nav-item-description"> Reference templates for Deployment Manager and Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/database-migration" track-type="navMenu" track-name="Database Migration Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/database-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/database-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/migrate/anthos" track-type="navMenu" track-name="Migrate for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Anthos </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/migrate/compute-engine" track-type="navMenu" track-name="Migrate for Compute Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/compute-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforcomputeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Compute Engine </div> <div class="devsite-nav-item-description"> Components for migrating VMs and physical servers to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/cloud-migration-program" track-type="navMenu" track-name="Rapid Assessment & Migration Program (RAMP)" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/cloud-migration-program" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/rapid-assessment.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Rapid Assessment & Migration Program (RAMP) </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/transfer-appliance" track-type="navMenu" track-name="Transfer Appliance" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/transfer-appliance" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transferappliance" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Transfer Appliance </div> <div class="devsite-nav-item-description"> Storage server for moving large volumes of data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/storage-transfer-service" track-type="navMenu" track-name="Storage Transfer Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/storage-transfer-service" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transfer" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Storage Transfer Service </div> <div class="devsite-nav-item-description"> Data transfers from online and on-premises sources to Cloud Storage. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/vmware-engine" track-type="navMenu" track-name="VMware Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/vmware-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/cloud/images/navigation/vmware-engine.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> VMware Engine </div> <div class="devsite-nav-item-description"> Migrate and run your VMware workloads natively on Google Cloud. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/products/networking" track-type="navMenu" track-name="Networking" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/networking" tooltip> <div class="devsite-nav-item-icon-container" 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class="devsite-nav-text" tooltip> Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/security-analytics-and-operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Analytics and Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="securityAnalyticsAndOperations"> <span class="devsite-nav-text" tooltip> Security Analytics and Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/web-app-and-api-protection" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Web App and API Protection" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="webAppAndAPIProtection"> <span class="devsite-nav-text" tooltip> Web App and API Protection </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/smart-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Smart Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="smartAnalytics"> <span class="devsite-nav-text" tooltip> Smart Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/data-warehouse-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Warehouse Modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataWarehouseModernization"> <span class="devsite-nav-text" tooltip> Data Warehouse Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/stream-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Stream Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="streamAnalytics"> <span class="devsite-nav-text" tooltip> Stream Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/marketing-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Marketing Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="marketingAnalytics"> <span class="devsite-nav-text" tooltip> Marketing Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/data-lake" class="devsite-nav-title 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learning products </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> API Management </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/apigee/api-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeAPIManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/endpoints" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Endpoints" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudEndpoints"> <span class="devsite-nav-text" tooltip> Cloud Endpoints </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudHealthcareAPI"> <span class="devsite-nav-text" tooltip> Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/appsheet" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AppSheet" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="appSheet"> <span class="devsite-nav-text" tooltip> AppSheet </span> </a> </li> <li class="devsite-nav-item"> <a 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<li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForComputeEngine"> <span class="devsite-nav-text" tooltip> Migrate for Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/preemptible-vms" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Preemptible VMs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="preemptibleVMs"> <span class="devsite-nav-text" tooltip> Preemptible VMs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/shielded-vm" 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data-category="Site-Wide Custom Events" data-label="Responsive Tab: Containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containers"> <span class="devsite-nav-text" tooltip> Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleKubernetesEngine"> <span class="devsite-nav-text" tooltip> Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/containers/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerSecurity"> <span class="devsite-nav-text" tooltip> Container Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/ai-platform/deep-learning-containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Deep Learning Containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="deepLearningContainers"> <span class="devsite-nav-text" tooltip> Deep Learning Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Kubernetes Applications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="kubernetesApplications"> <span class="devsite-nav-text" tooltip> Kubernetes Applications </span> </a> </li> <li class="devsite-nav-item"> <a 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Cloud Run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCode"> <span class="devsite-nav-text" tooltip> Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/products/big-data" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataAnalytics"> <span class="devsite-nav-text" tooltip> Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigQuery"> <span class="devsite-nav-text" tooltip> BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/dataflow" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataflow" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataflow"> <span class="devsite-nav-text" tooltip> Dataflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/pubsub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pub/Sub" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="pub/Sub"> <span class="devsite-nav-text" tooltip> Pub/Sub </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/dataproc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataproc" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataproc"> <span class="devsite-nav-text" tooltip> Dataproc 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track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleDataStudio"> <span class="devsite-nav-text" tooltip> Google Data Studio </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210524074056/https://marketingplatform.google.com/about/enterprise/#?modal_active=none" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Marketing Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleMarketingPlatform"> <span class="devsite-nav-text" tooltip> Google Marketing Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Life Sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLifeSciences"> <span class="devsite-nav-text" tooltip> Cloud Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/products/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databases"> <span class="devsite-nav-text" tooltip> Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/bigtable" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Bigtable" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBigtable"> <span class="devsite-nav-text" tooltip> Cloud Bigtable </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/firestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firestore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="firestore"> <span class="devsite-nav-text" tooltip> Firestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/memorystore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Memorystore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="memorystore"> <span class="devsite-nav-text" tooltip> Memorystore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/spanner" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Spanner" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSpanner"> <span class="devsite-nav-text" tooltip> Cloud Spanner </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSQL"> <span class="devsite-nav-text" tooltip> Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span 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track-metadata-position="nav" track-name="cloudDeploymentManager"> <span class="devsite-nav-text" tooltip> Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/sdk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SDK" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSDK"> <span class="devsite-nav-text" tooltip> Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudScheduler"> <span class="devsite-nav-text" tooltip> Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/source-repositories" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Source Repositories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSourceRepositories"> <span class="devsite-nav-text" tooltip> Cloud Source Repositories </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/tasks" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Tasks" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTasks"> <span class="devsite-nav-text" tooltip> Cloud Tasks </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/tekton" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Tekton" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="tekton"> <span class="devsite-nav-text" tooltip> Tekton </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all developer tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllDeveloperTools"> <span class="devsite-nav-text" tooltip> See all developer tools </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Healthcare and Life Sciences </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/apigee/solutions/healthcare-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Healthcare APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeHealthcareAPIx"> <span class="devsite-nav-text" tooltip> Apigee Healthcare APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive 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track-metadata-position="nav" track-name="healthcareNaturalLanguageAI"> <span class="devsite-nav-text" tooltip> Healthcare Natural Language AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid and Multi-cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridAndMultiCloud"> <span class="devsite-nav-text" tooltip> Hybrid and Multi-cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="anthos"> <span class="devsite-nav-text" tooltip> Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/anthos/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRunForAnthos"> <span class="devsite-nav-text" tooltip> Cloud Run for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " 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Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeAPIManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Internet of Things </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/iot-core" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IoT Core" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIoTCore"> <span class="devsite-nav-text" tooltip> Cloud IoT Core </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/edge-tpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Edge TPU" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="edgeTPU"> <span class="devsite-nav-text" tooltip> Edge TPU </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/products/management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Management Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="managementTools"> <span class="devsite-nav-text" tooltip> Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/shell" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Shell" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudShell"> <span class="devsite-nav-text" tooltip> Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/cloud-console" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Console" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudConsole"> <span class="devsite-nav-text" tooltip> Cloud Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/deployment-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deployment Manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDeploymentManager"> <span class="devsite-nav-text" tooltip> Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/console-app" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Mobile App" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudMobileApp"> <span class="devsite-nav-text" tooltip> Cloud Mobile App </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud APIs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudAPIs"> <span class="devsite-nav-text" tooltip> Cloud APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Private Catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="privateCatalog"> <span class="devsite-nav-text" tooltip> Private Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/cost-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="costManagement"> <span class="devsite-nav-text" tooltip> Cost Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Intelligent Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="intelligentManagement"> <span class="devsite-nav-text" tooltip> Intelligent Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Media and Gaming </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/game-servers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Game Servers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gameServers"> <span class="devsite-nav-text" tooltip> Game Servers </span> </a> </li> <li class="devsite-nav-item"> <a 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data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="applicationMigration"> <span class="devsite-nav-text" tooltip> Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/transfer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery Data Transfer Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigQueryDataTransferService"> <span class="devsite-nav-text" tooltip> BigQuery Data Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/foundation-toolkit" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Foundation Toolkit" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudFoundationToolkit"> <span class="devsite-nav-text" tooltip> Cloud Foundation Toolkit </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForComputeEngine"> <span class="devsite-nav-text" tooltip> Migrate for Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Assessment & Migration Program (RAMP)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="rapidAssessment&MigrationProgram(RAMP)"> <span class="devsite-nav-text" tooltip> Rapid Assessment & Migration Program (RAMP) </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/transfer-appliance" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transfer Appliance" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="transferAppliance"> <span class="devsite-nav-text" tooltip> Transfer Appliance </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/storage-transfer-service" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage Transfer Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="storageTransferService"> <span class="devsite-nav-text" tooltip> Storage Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="vMwareEngine"> <span class="devsite-nav-text" tooltip> VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/products/networking" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Networking" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="networking"> <span class="devsite-nav-text" tooltip> Networking </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/armor" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Armor" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudArmor"> <span class="devsite-nav-text" tooltip> Cloud Armor </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCDN"> <span class="devsite-nav-text" tooltip> Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210524074056/https://cloud.google.com/dns" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud DNS" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDNS"> <span 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a Leader in <em>The Forrester Wave™: Cloud Data Warehouse, Q1 2021</em>. <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/forrester-wave-cloud-data-warehouse-2021" class="cws-link cws-link--dark" track-name="get the report" track-type="inline link" track-metadata-eventdetail="cloud.google.com/forrester-wave-cloud-data-warehouse-2021">Get the report</a>.</span> </p> </div> </section> <style> .in-page-navigation-module cloudx-jump-menu[mixed], .in-page-navigation-module .cloud-jump-menu { padding-top: 0 } .in-page-navigation-module .bricks-jump-menu { background-color: #f8f9fa; } @media(min-width: 1024px) { .in-page-navigation-module .bricks-jump-menu { margin-top: 60px; } .in-page-navigation-module .bricks-jump-menu--has-banner { margin-top: 0; } } #cloud-site cloudx-jump-menu .in-page-navigation-module__headline { margin-top: 0; } </style> <div class="in-page-navigation-module"> <cloudx-jump-menu label="Jump to" label-hidden-large="" mixed="" 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track-metadata-position="hero"> <div class="cws-grid cws-grid__no-gap--row"> <div class="cws-grid__col--span-12"> </div> <div class="hero-module__content cws-grid__col--span-8"> <div class="cws-spacer-4--bottom"> <h2 class="cws-headline--headline-3" id="bigquery" data-text=" BigQuery "> BigQuery </h2> </div> <div class="cws-spacer-3--bottom"> <div class="richtext cws-body--large cws-spacer-2--top cws-spacer-2--bottom"> <p>Serverless, highly scalable, and cost-effective multi-cloud data warehouse designed for business agility.</p> <p>New customers get $300 in free credits to spend on Google Cloud during the first 90 days. All customers get 10 GB storage and up to 1 TB queries/month, completely free of charge.</p> </div> </div> <div class="hero-module__button-wrapper"> <div class="hero-module__buttons cws-button__set"> <a href="https://web.archive.org/web/20210524074056/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" class="cws-button cws-button--high-emphasis" track-name="try bigquery free" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="high-emphasis"> Try BigQuery free </a> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/contact" class="cws-button cws-button--medium-emphasis" track-name="contact sales" track-type="button" track-metadata-eventdetail="cloud.google.com/contact" track-metadata-modifier="medium-emphasis"> Contact sales </a> </div> </div> <ul class="hero-module__checkmarks cws-spacer-3--bottom"> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use xlink:href="/web/20210524074056im_/https://cloud.google.com/bigquery#path-1"></use> </mask> <g id="_c/Green/600" mask="url(#mask-2)" fill="#1E8E3E"> <rect id="swatch" width="24" height="24"> </rect> </g> </g> </g> </g> </g> </g> </svg></span> <div class="richtext cws-body--large cws-spacer-1--top cws-spacer-1--bottom"> <p>Democratize insights with a secure and scalable platform with built-in machine learning</p> </div> </li> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use xlink:href="/web/20210524074056im_/https://cloud.google.com/bigquery#path-1"></use> </mask> <g id="_c/Green/600" mask="url(#mask-2)" fill="#1E8E3E"> <rect id="swatch" width="24" height="24"> </rect> </g> </g> </g> </g> </g> </g> </svg></span> <div class="richtext cws-body--large cws-spacer-1--top cws-spacer-1--bottom"> <p>Power business decisions from data across clouds with a flexible, multicloud analytics solution</p> </div> </li> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use xlink:href="/web/20210524074056im_/https://cloud.google.com/bigquery#path-1"></use> </mask> <g id="_c/Green/600" mask="url(#mask-2)" fill="#1E8E3E"> <rect id="swatch" width="24" height="24"> </rect> </g> </g> </g> </g> </g> </g> </svg></span> <div class="richtext cws-body--large cws-spacer-1--top cws-spacer-1--bottom"> <p>Run analytics at scale with 26%–34% lower three-year TCO than <a href="https://web.archive.org/web/20210524074056/https://services.google.com/fh/files/blogs/esg_economic_validation_google_bigquery_vs_cloud-based-edws-september_2019.pdf" target="_blank" rel="noopener" class="cws-link" track-type="inline link" track-metadata-eventdetail="services.google.com/fh/files/blogs/esg_economic_validation_google_bigquery_vs_cloud-based-edws-september_2019.pdf" track-metadata-module="hero" track-metadata-module_headline="bigquery" track-name="cloud data warehouse alternatives" track-metadata-position="hero">cloud data warehouse alternatives</a> </p> </div> </li> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use xlink:href="/web/20210524074056im_/https://cloud.google.com/bigquery#path-1"></use> </mask> <g id="_c/Green/600" mask="url(#mask-2)" fill="#1E8E3E"> <rect id="swatch" width="24" height="24"> </rect> </g> </g> </g> </g> </g> </g> </svg></span> <div class="richtext cws-body--large cws-spacer-1--top cws-spacer-1--bottom"> <p>Analyze petabytes of data using ANSI SQL at blazing-fast speeds, with zero operational overhead</p> </div> </li> </ul> </div> <div class="hero-module__right-rail cws-grid__col--span-4"> <div class="cloud-card cloud-card--no-hover cws-elevation--1"> <a href="https://web.archive.org/web/20210524074056/https://www.youtube.com/watch?v=CFw4peH2UwU&vl=en" target="_blank" rel="noopener" class="lb" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="CFw4peH2UwU" track-metadata-module="hero" track-metadata-module_headline="bigquery" track-name="learn bigquery in a minute including how it works and common use cases" track-metadata-position="hero"> <div class="cloud-card__media cloud-card__video"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rw-lo-sc0xffffff-h340-w600 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rw-lo-sc0xffffff-h680-w1200 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rj-sc0xffffff-h340-w600 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rj-sc0xffffff-h680-w1200 2x"> <img alt="BigQuery in a minute" class="cloud-card__media--image" loading="lazy" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rj-sc0xffffff-h340-w600" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rj-sc0xffffff-h680-w1200 2x"> </picture> <div class="cloud-card__video-icon "> <div class="cloud-card__video-icon--fill"></div> <svg width="40px" height="28px" viewbox="0 0 40 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39.778744,7.67477571 38.9452773,4.64887095 Z M15.9654106,19.7977916 L15.9654106,8.15969634 L26.2845217,13.978744 L15.9654106,19.7977916 Z"></path> </svg> </div> <span class="cloud-card__video-timestamp cloud-chip--overlay"> 01:26 </span> </div> </a> <a class="cloud-card__card-link cloud-card__card-link--video lb" href="https://web.archive.org/web/20210524074056/https://www.youtube.com/watch?v=CFw4peH2UwU&vl=en" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="CFw4peH2UwU" track-metadata-module="hero" track-metadata-module_headline="bigquery" track-name="learn bigquery in a minute including how it works and common use cases" track-metadata-position="hero"> <div class="cloud-card__content" style=""> <p class="cws-label cloud-card__eyebrow">VIDEO</p> <p class="cloud-card__headline cws-headline--headline-6">Learn BigQuery in a minute, including how it works and common use cases</p> </div> </a> </div> </div> </div> </div> <div class="product-template__benefits"> <div class="cloud-jump-section" data-cloud-main-text="Benefits"> <p class="cws-label" style="margin-bottom: 16px;">Benefits</p> <style> .benefit-module__headline { margin: 0 0 16px; } .benefit-module__copy-block { border: 1px solid #dbdce0; padding: 36px; } @media(max-width: 767px) { .benefit-module__copy-block { padding: 0 24px; } .benefit-module__copy-block .cloud-copy__text { margin: 24px 0; } } </style> <div class="benefits-module cloud-copy" track-metadata-module="benefits"> <div class="benefit-module__copy-block cws-grid"> <div class="cloud-copy__text cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class="benefit-module__headline"> <h4 class="cws-headline--headline-5" id="gain-insights-with-real-time-and-predictive-analytics" data-text="Gain insights with real-time and predictive analytics">Gain insights with real-time and predictive analytics</h4> </div> <span class="richtext cws-body"> <p>Query streaming data in real time and get up-to-date information on all your business processes. Predict business outcomes easily with built-in machine learning–without the need to move data.</p> </span> </div> <div class="cloud-copy__text cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class="benefit-module__headline"> <h4 class="cws-headline--headline-5" id="access-data-and-share-insights-with-ease" data-text="Access data and share insights with ease">Access data and share insights with ease</h4> </div> <span class="richtext cws-body"> <p>Securely access and share analytical insights in your organization with a few clicks. Easily create stunning reports and dashboards using popular business intelligence tools, out of the box.</p> </span> </div> <div class="cloud-copy__text cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class="benefit-module__headline"> <h4 class="cws-headline--headline-5" id="protect-your-data-and-operate-with-trust" data-text="Protect your data and operate with trust">Protect your data and operate with trust</h4> </div> <span class="richtext cws-body"> <p>Rely on BigQuery’s robust security, governance, and reliability controls that offer high availability and a 99.99% uptime SLA. Protect your data with encryption by default and customer-managed encryption keys.</p> </span> </div> </div> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Key features"> <p class="cws-label" style="margin-bottom: 16px;">Key features</p> <style> .key-features-module__eyebrow { margin-bottom: 8px; } .key-features-module__key-feature { margin-bottom: 40px; } .key-features-module__key-feature:last-of-type { margin-bottom: 24px; } </style> <div class="key-features-module" track-metadata-module="key features" track-metadata-module_headline="key features"> <div class="cws-grid"> <div class="key-features-module__headline cws-spacer-4--bottom cws-grid__col--span-8"> <h3 class="cws-headline--headline-4" id="key-features" data-text=" Key features "> Key features </h3> </div> </div> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="key-features-module__key-feature"> <h5 class="cws-headline--headline-6" id="bigquery-ml" data-text="BigQuery ML">BigQuery ML</h5> <span class="richtext cws-body"> <p> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery-ml/docs/" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/docs/" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="bigquery ml">BigQuery ML</a> enables data scientists and data analysts to build and operationalize ML models on planet-scale structured or semi-structured data, directly inside BigQuery, using simple SQL—in a fraction of the time. Export BigQuery ML models for online prediction into Vertex AI or your own serving layer. Learn more about the <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery-ml/docs/bigqueryml-intro#supported_models_in" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/docs/bigqueryml-intro" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="models we currently support">models we currently support</a>. </p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cws-headline--headline-6" id="bigquery-gis" data-text="BigQuery GIS">BigQuery GIS</h5> <span class="richtext cws-body"> <p> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/gis-intro" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/gis-intro" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="bigquery gis">BigQuery GIS</a> uniquely combines the serverless architecture of BigQuery with native support for geospatial analysis, so you can augment your analytics workflows with location intelligence. Simplify your analyses, see spatial data in fresh ways, and unlock entirely new lines of business with support for arbitrary points, lines, polygons, and multi-polygons in common geospatial data formats.</p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cws-headline--headline-6" id="bigquery-bi-engine" data-text="BigQuery BI Engine">BigQuery BI Engine</h5> <span class="richtext cws-body"> <p> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bi-engine/docs" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bi-engine/docs" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="bigquery bi engine">BigQuery BI Engine</a> is an in-memory analysis service built into BigQuery that enables users to analyze large and complex datasets interactively with sub-second query response time and high concurrency. BI Engine natively integrates with Google’s <a href="https://web.archive.org/web/20210524074056/https://datastudio.google.com/overview" class="cws-link" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="datastudio.google.com/overview" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="data studio">Data Studio</a>, and <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="now in preview">now in preview</a>, to <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bi-engine/docs/getting-started-sql-looker" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bi-engine/docs/getting-started-sql-looker" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="looker">Looker</a>, <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/connected-sheets" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/connected-sheets" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="connected sheets">Connected Sheets,</a> and all our BI partners solutions via ODBC/JDBC. Learn more and <a href="https://web.archive.org/web/20210524074056/https://docs.google.com/forms/d/1x3BzNzPL0fhp_e7JxUg5URRvGWEdrjvIGHycvxvRK_k/edit" class="cws-link" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="docs.google.com/forms/d/1x3BzNzPL0fhp_e7JxUg5URRvGWEdrjvIGHycvxvRK_k/edit" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="enroll in bi engines preview">enroll in BI Engine’s preview</a><a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="">.</a> </p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cws-headline--headline-6" id="connected-sheets" data-text="Connected Sheets">Connected Sheets</h5> <span class="richtext cws-body"> <p> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/g-suite/connected-sheets-is-generally-available" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/g-suite/connected-sheets-is-generally-available" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="connected sheets">Connected Sheets</a> allows users to analyze billions of rows of live BigQuery data in Google Sheets without requiring SQL knowledge. Users can apply familiar tools—like pivot tables, charts, and formulas—to easily derive insights from big data. Learn more about Connected Sheets in the <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/connected-sheets" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/connected-sheets" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="getting started guide">getting started guide</a>. </p> </span> </div> <a href="#all-features" class="cws-button cws-button--low-emphasis cws-button--align-left cloud-smooth-scroll" track-name="view all features" track-type="button" track-metadata-eventdetail="cloud.google.com" track-metadata-modifier="low-emphasis"> View all features </a> </div> <div class="key-features-module__right-rail cws-grid__col--span-4"> <div class="cloud-card cloud-card--no-hover cws-elevation--1"> <a href="https://web.archive.org/web/20210524074056/https://www.youtube.com/watch?v=4cD_08g-USw" target="_blank" rel="noopener" class="lb" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="4cD_08g-USw" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="demo showcasing how to use advanced analytics in bigquery to optimize operations"> <div class="cloud-card__media cloud-card__video"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rw-lo-sc0xffffff-h340-w600 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rw-lo-sc0xffffff-h680-w1200 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rj-sc0xffffff-h340-w600 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rj-sc0xffffff-h680-w1200 2x"> <img alt="Modern data warehousing with BigQuery (demo)" class="cloud-card__media--image" loading="lazy" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rj-sc0xffffff-h340-w600" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rj-sc0xffffff-h680-w1200 2x"> </picture> <div class="cloud-card__video-icon "> <div class="cloud-card__video-icon--fill"></div> <svg width="40px" 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showcasing how to use advanced analytics in BigQuery to optimize operations</p> </div> </a> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Customers"> <p class="cws-label" style="margin-bottom: 16px;">Customers</p> <style> .customer-module__carousel .cloud-carousel { padding: 0; } .customer-module__carousel, .customer-module__headline { margin-bottom: 36px; } @media(max-width: 768px) { .customer-module__headline { margin-bottom: 0; } } </style> <div class="customer-module" track-metadata-module="customers carousel" track-metadata-module_headline="customers"> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="customer-module__headline"> <h3 class="cws-headline--headline-4" id="customers" data-text="Customers">Customers</h3> </div> </div> </div> <div class="customer-module__carousel"> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up cloud-carousel--margin-tight"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story lb" href="https://web.archive.org/web/20210524074056/https://www.youtube.com/watch?v=yL8gDnbgXOc&autoplay=1" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-child_headline="ups uses bigquery to achieve precise package volume forecasting for the company" track-metadata-child_index="1" track-metadata-child_total="6" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="yL8gDnbgXOc" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="ups uses bigquery to achieve precise package volume forecasting for the company"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="UPS logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/kl2d0KsnXcCX7wgrFjHDcC1zc-iBrlg9xdo6f87uogRBsnoedJWXkCpHWEPJyfCIM5wWsENsbC8-=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/kl2d0KsnXcCX7wgrFjHDcC1zc-iBrlg9xdo6f87uogRBsnoedJWXkCpHWEPJyfCIM5wWsENsbC8-=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Video</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">UPS uses BigQuery to achieve precise package volume forecasting for the company.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__video"> <i class="cloud-card-standard__video-icon material-icons nocontent notranslate" aria-hidden="true" translate="no">play_circle_filled</i> <span class="cloud-card-standard__video-text cws-small-text"> 02:21 </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="twitter modernizes ad engagement platform combines millions of metrics/second" track-metadata-child_index="2" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="twitter modernizes ad engagement platform combines millions of metrics/second"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Twitter logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/cb230Te_mZ9Od386Vt722WcF52MR1-wFSEgR2HTuXoLFMEMXhGCvWl6YSJ-mkRcghe8bRMAVAmYv=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/cb230Te_mZ9Od386Vt722WcF52MR1-wFSEgR2HTuXoLFMEMXhGCvWl6YSJ-mkRcghe8bRMAVAmYv=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Twitter modernizes ad engagement platform; combines millions of metrics/second.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/customers/featured/major-league-baseball" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="mlb reimagines the fan experience to drive growth and stay relevant with fans" track-metadata-child_index="3" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/customers/featured/major-league-baseball" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="mlb reimagines the fan experience to drive growth and stay relevant with fans"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="MLB logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/c2vYeFNm3aZBa4oatmO-QiYXPshmYZIQojvXvcrMasGCpyP3jtyUBztbxHa5t4PB1II9AEKPC4I5=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/c2vYeFNm3aZBa4oatmO-QiYXPshmYZIQojvXvcrMasGCpyP3jtyUBztbxHa5t4PB1II9AEKPC4I5=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">MLB reimagines the fan experience to drive growth and stay relevant with fans.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> 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src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/20cb_wAM28uL2TEwB_vZlZQeV1LF7w_bj5YmAQ8pPsWgtgVAnHmyKB0LGjvMMT3qx6CRq93_fBaR=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/20cb_wAM28uL2TEwB_vZlZQeV1LF7w_bj5YmAQ8pPsWgtgVAnHmyKB0LGjvMMT3qx6CRq93_fBaR=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">The Home Depot nails customer service and keeps 50K items stocked across 2K stores.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> 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srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/xkKFQCmMZOUD7GhFi_gVT_uMB4d1S0KAFjb59W68LB6QbQwseLbH7QJuDChh9CIUeAlgzXAjqGu0Tg=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Dow Jones unlocks value from 1.3 billion articles and uncovers hidden insights.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210524074056/https://marketingplatform.google.com/about/resources/toyota-canada-sees-6x-boost-in-conversions-using-google-marketing-platform-and-google-cloud/" target="_blank" rel="noopener" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="toyota increases site conversions by 6x with analytics 360 display video 360 and bigquery ml" track-metadata-child_index="6" track-metadata-child_total="6" track-metadata-eventdetail="marketingplatform.google.com/about/resources/toyota-canada-sees-6x-boost-in-conversions-using-google-marketing-platform-and-google-cloud/" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="toyota increases site conversions by 6x with analytics 360 display video 360 and bigquery ml"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Toyota logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/csKZcEPG-WAw32aIDjgkDrAMOMPfWdQCkNekJ3sAeVEvMpeXIpx1G5mrMZgb9E4vrpBuOE8f1Y3Y1w=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/csKZcEPG-WAw32aIDjgkDrAMOMPfWdQCkNekJ3sAeVEvMpeXIpx1G5mrMZgb9E4vrpBuOE8f1Y3Y1w=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Toyota increases site conversions by 6x with Analytics 360, Display & Video 360, and BigQuery ML.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> </div> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_left</i> </div> <div class="cloud-carousel__arrow right-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_right</i> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> <div> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/customers" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="see all customers" track-type="button" track-metadata-eventdetail="cloud.google.com/customers" track-metadata-modifier="low-emphasis"> See all customers </a> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="What’s new"> <p class="cws-label" style="margin-bottom: 16px;">What’s new</p> <style> .whats-new-module .cloud-carousel { padding: 0; } .whats-new-module__headline { margin-bottom: 36px; } </style> <div class="whats-new-module" track-metadata-module="whats new" track-metadata-module_headline="whats new"> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="whats-new-module__headline"> <h3 class="cws-headline--headline-4" id="whats-new" data-text="What's new">What's new</h3> <p class="cloud-module__description"> <span class="richtext"> <p> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/newsletter" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/newsletter" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="sign up">Sign up</a> for Google Cloud newsletters to receive product updates, event information, special offers, and more.</p> </span> </p> </div> </div> </div> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" track-type="carousel slide item" track-metadata-child_eyebrow="blog post" track-metadata-child_headline="bring multi-cloud analytics to your data with bigquery omni" track-metadata-child_index="1" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" track-metadata-module="whats new" track-metadata-module_headline="whats new" 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as little as 60 seconds at a time" track-metadata-child_index="3" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-bigquery-flex-slots" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="read the blog"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/OORE_S17Op4rFqlp6tbD_fPgenlv-D8FZyZSB4x3ssxmhFu9G895-alLVQnmuiKesoPMV7vNqvo0BQ=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/OORE_S17Op4rFqlp6tbD_fPgenlv-D8FZyZSB4x3ssxmhFu9G895-alLVQnmuiKesoPMV7vNqvo0BQ=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/OORE_S17Op4rFqlp6tbD_fPgenlv-D8FZyZSB4x3ssxmhFu9G895-alLVQnmuiKesoPMV7vNqvo0BQ=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/OORE_S17Op4rFqlp6tbD_fPgenlv-D8FZyZSB4x3ssxmhFu9G895-alLVQnmuiKesoPMV7vNqvo0BQ=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="BigQuery Flex logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/OORE_S17Op4rFqlp6tbD_fPgenlv-D8FZyZSB4x3ssxmhFu9G895-alLVQnmuiKesoPMV7vNqvo0BQ=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/OORE_S17Op4rFqlp6tbD_fPgenlv-D8FZyZSB4x3ssxmhFu9G895-alLVQnmuiKesoPMV7vNqvo0BQ=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Blog post</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>Purchase BigQuery flex slots for as little as 60 seconds at a time</span> <span class="cloud-link cloud-carousel__slide-cta">Read the blog</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/data-analytics/query-without-a-credit-card-introducing-bigquery-sandbox" track-type="carousel slide item" track-metadata-child_eyebrow="blog post" track-metadata-child_headline="query data without a credit card learn how to get started with bigquery sandbox" track-metadata-child_index="4" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/query-without-a-credit-card-introducing-bigquery-sandbox" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="read the blog"> <div 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https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/DkSUF5OqeZ5BDFdkW94EUJmRmsXEqHZ5NUou9ncCIN4bw-aiEUV3UK5Dhv4B2cPguWhAo4Bsy7_qzw=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/DkSUF5OqeZ5BDFdkW94EUJmRmsXEqHZ5NUou9ncCIN4bw-aiEUV3UK5Dhv4B2cPguWhAo4Bsy7_qzw=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/DkSUF5OqeZ5BDFdkW94EUJmRmsXEqHZ5NUou9ncCIN4bw-aiEUV3UK5Dhv4B2cPguWhAo4Bsy7_qzw=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="Looker logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/DkSUF5OqeZ5BDFdkW94EUJmRmsXEqHZ5NUou9ncCIN4bw-aiEUV3UK5Dhv4B2cPguWhAo4Bsy7_qzw=e14-rj-sc0xffffff-h130-w102" 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track-metadata-child_eyebrow="event" track-metadata-child_headline="engage in the bigquery weekly data challenge for a chance to win 500 in credits" track-metadata-child_index="6" track-metadata-child_total="6" track-metadata-eventdetail="inthecloud.withgoogle.com/bigquery-weekly/register.html" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="register now"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/2aqkAoBH0JmaEpnPh_-RV5cQETySNv1o-YZnAI8dN90BGlJ4M2cPnDlCXgEdqTpojVyX6SUmGlg=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/2aqkAoBH0JmaEpnPh_-RV5cQETySNv1o-YZnAI8dN90BGlJ4M2cPnDlCXgEdqTpojVyX6SUmGlg=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/2aqkAoBH0JmaEpnPh_-RV5cQETySNv1o-YZnAI8dN90BGlJ4M2cPnDlCXgEdqTpojVyX6SUmGlg=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/2aqkAoBH0JmaEpnPh_-RV5cQETySNv1o-YZnAI8dN90BGlJ4M2cPnDlCXgEdqTpojVyX6SUmGlg=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="BigQuery Weekly Data Challenge logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/2aqkAoBH0JmaEpnPh_-RV5cQETySNv1o-YZnAI8dN90BGlJ4M2cPnDlCXgEdqTpojVyX6SUmGlg=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/2aqkAoBH0JmaEpnPh_-RV5cQETySNv1o-YZnAI8dN90BGlJ4M2cPnDlCXgEdqTpojVyX6SUmGlg=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Event</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>Engage in the BigQuery Weekly Data Challenge for a chance to win $500 in credits</span> <span class="cloud-link cloud-carousel__slide-cta">Register now</span> </p> </div> </a> </div> </div> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_left</i> </div> <div class="cloud-carousel__arrow right-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_right</i> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> </div> </section> <section class="module-section" id="documentation"> <div class="cloud-jump-section" data-cloud-main-text="Documentation" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">Documentation</p> <style> .documentation-module__headline { margin-bottom: 36px; } .documentation-module__more-docs { margin-bottom: 24px; } </style> <div class="documentation-module" track-metadata-module="documentation" track-metadata-module_headline="documentation"> <div class="cws-grid"> <div class="documentation-module__copy cws-grid__col--span-8"> <div class="documentation-module__headline"> <h3 class="cws-headline--headline-4" id="documentation" data-text=" Documentation "> Documentation </h3> </div> </div> </div> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="cloud-list"> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Quickstart </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="quickstart-using-the-cloud-console" data-text=" Quickstart using the Cloud Console"> Quickstart using the Cloud Console</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Learn how to use the Google Cloud Console as a visual interface to complete tasks like running queries, loading data, and exporting data.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/quickstarts/quickstart-web-ui" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs/quickstarts/quickstart-web-ui" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="1" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Quickstart </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="quickstart-using-the-bigquery-command-line-tool" data-text=" Quickstart using the BigQuery command-line tool"> Quickstart using the BigQuery command-line tool</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Learn how to use the BigQuery command-line tool to run queries, load data, and export data.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/quickstarts/quickstart-command-line" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs/quickstarts/quickstart-command-line" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="2" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Quickstart </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="quickstart-using-client-libraries" data-text=" Quickstart using client libraries"> Quickstart using client libraries</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Learn how to use the BigQuery API in your favorite programming language using the Google Cloud client libraries.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/quickstarts/quickstart-client-libraries" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs/quickstarts/quickstart-client-libraries" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="3" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="creating-and-using-tables" data-text=" Creating and using tables"> Creating and using tables</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Learn how to create and use standard tables in BigQuery.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/tables" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" 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track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs/schemas" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="5" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="protecting-data-with-cloud-kms-keys" data-text=" Protecting data with Cloud KMS keys"> Protecting data with Cloud KMS keys</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Learn how you can use customer-managed encryption keys (CMEK) for BigQuery.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/customer-managed-encryption" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs/customer-managed-encryption" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="6" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="controlling-access-to-datasets" data-text=" Controlling access to datasets"> Controlling access to datasets</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Learn how to control access to datasets in BigQuery.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/dataset-access-controls" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs/dataset-access-controls" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="7" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud Basics </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="bigquery-resources" data-text=" BigQuery resources"> BigQuery resources</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Find BigQuery pricing information along with current rate limits, slots, datasets, quotas, and more.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/resources" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs/resources" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="8" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="explore-what-you-can-build-with-bigquery" data-text=" Explore what you can build with BigQuery"> Explore what you can build with BigQuery</h5> <p class="cws-body cloud-list-item__blurb"><span class="richtext cws-body">Discover BigQuery technical resource guides to help manage your data.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a href="/web/20210524074056/https://cloud.google.com/docs/tutorials#bigquery" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/docs/tutorials" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-child_index="9" track-metadata-child_total="9"> Learn more </a> </div> </div> </div> <div class="cloud-list__footer"> <h5 class="cws-headline--headline-6 cloud-list__footer-heading" id="not-seeing-what-you’re-looking-for" data-text=" Not seeing what you’re looking for? "> Not seeing what you’re looking for? </h5> <div class="cloud-list__footer--buttons"> <div class="cws-button__set"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="view all product documentation" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs" track-metadata-modifier="low-emphasis" track-metadata-module="documentation"> View all product documentation </a> </div> </div> </div> </div> </div> <div class="cws-grid__col--span-4 documentation-module__sidebar"> <div class="documentation-module__more-docs"> <div class="cloud-list-card cws-elevation--1 "> <div class="cloud-list-card__content"> <div class="cloud-list-card__header-border"> <h4 class="cloud-list-card__subhead cws-body" id="explore-more-docs" data-text="Explore more docs">Explore more docs</h4> </div> <ul class="cloud-list-card__list"> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210524074056/https://cloud.google.com/bigquery/docs/quickstarts" track-type="list card item" track-metadata-child_headline="quickstarts" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/quickstarts" track-name="quickstarts"> <div> <p class="cws-headline--headline-6">Quickstarts</p> <p class="cws-caption">Get a quick intro to using this product.</p> </div> </a> </li> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210524074056/https://cloud.google.com/bigquery/docs/how-to" track-type="list card item" track-metadata-child_headline="how-to guides" track-metadata-child_index="1" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/how-to" track-name="how-to guides"> <div> <p class="cws-headline--headline-6">How-to guides</p> <p class="cws-caption">Learn to complete specific tasks with this product.</p> </div> </a> </li> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210524074056/https://cloud.google.com/bigquery/docs/tutorials" track-type="list card item" track-metadata-child_headline="tutorials" track-metadata-child_index="2" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/tutorials" track-name="tutorials"> <div> <p class="cws-headline--headline-6">Tutorials</p> <p class="cws-caption">Browse walkthroughs of common uses and scenarios for this product.</p> </div> </a> </li> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210524074056/https://cloud.google.com/bigquery/docs/reference" track-type="list card item" track-metadata-child_headline="apis references" track-metadata-child_index="3" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/reference" track-name="apis references"> <div> <p class="cws-headline--headline-6">APIs & references</p> <p class="cws-caption">View APIs, references, and other resources for this product.</p> </div> </a> </li> </ul> </div> </div> </div> <div class="cloud-block cws-elevation--1 cloud-block--responsive "> <a class="cloud-block__link" href="/web/20210524074056/https://cloud.google.com/bigquery/docs/release-notes" track-type="block" track-metadata-child_eyebrow="release notes" track-metadata-child_headline="read about the latest releases for bigquery" track-metadata-eventdetail="cloud.google.com/bigquery/docs/release-notes" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="read about the latest releases for bigquery"> <div class="cloud-block__container"> <div class="cloud-block__content"> <p class="cloud-block__eyebrow cws-label"> Release notes </p> <p class="cws-headline--headline-6">Read about the latest releases for BigQuery</p> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Use cases" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">Use cases</p> <style> /* [1] Override chip bottom margin to match design spec */ .use-case-module .cloud-chip { margin-bottom: 8px; /* [1] */ } .use-case-module__headline { margin-bottom: 40px; } .use-case-module__use-case { margin-bottom: 36px; } .use-case-module__use-case:last-child { margin-bottom: 0; } .use-case-module__use-case-diagram { display: flex; justify-content: left; overflow-x: auto; margin: 24px 0; } .use-case-module__technical-content .cloud-card { height: 100%; } .use-case-module__cta { margin-top: 24px; } </style> <div class="use-case-module" track-metadata-module="use cases" track-metadata-module_headline="use cases"> <div class="use-case-module__headline"> <h3 class="cws-headline--headline-4" id="use-cases" data-text=" Use cases "> Use cases </h3> </div> <div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cws-headline--headline-6 cloud-jump-section">Migrating data warehouses to BigQuery</span> </div> <span class="richtext cws-body"> <p>Solve for today’s analytics demands and seamlessly scale your business by moving to Google Cloud’s modern data warehouse. Streamline your migration path from Netezza, Oracle, Redshift, Teradata, or Snowflake to BigQuery and accelerate your time to insights. Learn more and get started with our comprehensive <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/migration/dw2bq/dw-bq-migration-overview" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/solutions/migration/dw2bq/dw-bq-migration-overview" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="data warehouse migration guides">data warehouse migration guides.</a> </p> </span> <div class="cws-grid use-case-module__technical-content cws-spacer-3--top"> </div> </div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cws-headline--headline-6 cloud-jump-section"> Predictive analytics</span> </div> <span class="richtext cws-body"> <p>Predictive analytics helps you predict future outcomes more accurately and discover opportunities in your business. Our <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/smart-analytics/reference-patterns/overview" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/solutions/smart-analytics/reference-patterns/overview" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="smart analytics reference patterns">smart analytics reference patterns</a> are designed to reduce time-to-value for common analytics use cases with sample code and technical reference guides. </p> <p>Learn how BigQuery and BigQuery ML can help you build an ecommerce recommendation system, predict customers' lifetime value, and design propensity to purchase solutions.</p> <p></p> </span> <div class="cws-grid use-case-module__technical-content cws-spacer-3--top"> <div class="cws-grid__col--span-4"> <div class="cloud-card cws-elevation--1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Pattern </span> <p class="cloud-card__headline cws-headline--headline-6"> Ecommerce recommendation system</p> <div class="richtext cws-caption cws-spacer-2--top cws-spacer-2--bottom"> Build a recommendation system by using BigQuery ML to generate product or service recommendations from customer data in BigQuery.</div> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/building-a-recommendation-system-with-bigqueryml" track-type="button" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/building-a-recommendation-system-with-bigqueryml" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="predictive analytics" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cws-grid__col--span-4"> <div class="cloud-card cws-elevation--1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Pattern </span> <p class="cloud-card__headline cws-headline--headline-6"> Predict customer lifetime value</p> <div class="richtext cws-caption cws-spacer-2--top cws-spacer-2--bottom"> Predict customer lifetime value (CLV) by using Vertex AI and BigQuery.</div> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/machine-learning/clv-prediction-with-offline-training-intro" track-type="button" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/machine-learning/clv-prediction-with-offline-training-intro" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="predictive analytics" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cws-grid__col--span-4"> <div class="cloud-card cws-elevation--1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Pattern </span> <p class="cloud-card__headline cws-headline--headline-6"> Build propensity to purchase solution</p> <div class="richtext cws-caption cws-spacer-2--top cws-spacer-2--bottom"> Build and deploy a propensity to purchase model for predicting customer purchasing behavior using BigQuery ML and Vertex AI.</div> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/predicting-customer-propensity-to-buy" track-type="button" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/predicting-customer-propensity-to-buy" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="predictive analytics" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> </div> </div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cws-headline--headline-6 cloud-jump-section">Bring any data into BigQuery</span> </div> <span class="richtext cws-body"> <p>Make analytics easier by bringing together data from multiple sources in BigQuery, for seamless analysis. You can <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/batch-loading-data?skip_cache=true" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/batch-loading-data" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="upload data files">upload data files</a> from local sources, <a href="https://web.archive.org/web/20210524074056/http://drive.google.com/" class="cws-link" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="drive.google.com" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="google drive">Google Drive</a>, or Cloud Storage buckets, take advantage of <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery-transfer/docs/introduction?skip_cache=true" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/introduction" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="bigquery data transfer service">BigQuery Data Transfer Service</a> (DTS), <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/data-fusion/plugins?skip_cache=true" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/data-fusion/plugins" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="data fusion plug-ins">Data Fusion plug-ins</a>, or leverage Google's industry-leading <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery?skip_cache=true#section-12" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="data integration partnerships">data integration partnerships</a>. You have ultimate flexibility in how you bring data into your data warehouse. </p> </span> <div class="use-case-module__use-case-diagram"> <img alt="Architecture diagram showing 5 primary means of bringing data into BigQuery. On left, labeled 1 is a line tagged File (CSV, JSON, AVRO, etc.). This flows to Cloud Storage and BigQuery. Line 2, tagged Partner DTS connectors and Google BigQuery DT connectors flows into BigQuery DTS and on to BigQuery. Line 3, tagged Data Fusion plug-ins flows to Data Fusion and on to BigQuery. Live 4 is tagged SAP Data Services and flows to BigQuery. Line 5 is tagged Partner integrations and flows to BigQuery." class="" loading="lazy" src="https://web.archive.org/web/20210524074056im_/https://www.gstatic.com/bricks/image/7347fa6a31d8e2242e6483befbdb6d3fdc617824352b5bf9f7b52de12a23d3ec.svg" style="max-width: 953px; max-height: 400px;"> </div> <div class="cws-grid use-case-module__technical-content cws-spacer-3--top"> <div class="cws-grid__col--span-4"> <div class="cloud-card cws-elevation--1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cws-headline--headline-6"> Automate data movement into BigQuery with DTS</p> <div class="richtext cws-caption cws-spacer-2--top cws-spacer-2--bottom"> Data Transfer Service helps you automatically load first- and third-party data into BigQuery on a scheduled or managed basis without needing to write a line of code.</div> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery-transfer/docs/introduction" track-type="button" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/introduction" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="bring any data into bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cws-grid__col--span-4"> <div class="cloud-card cws-elevation--1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cws-headline--headline-6"> Easily deploy data pipelines into BigQuery with Data Fusion</p> <div class="richtext cws-caption cws-spacer-2--top cws-spacer-2--bottom"> Data Fusion's code-free data integration platform with 150+ preconfigured connectors and transformations helps you easily solve for any data ingestion need. </div> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/data-fusion/plugins" track-type="button" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/data-fusion/plugins" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="bring any data into bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cws-grid__col--span-4"> <div class="cloud-card cws-elevation--1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cws-headline--headline-6"> Load data into BigQuery with your preferred partner tool</p> <div class="richtext cws-caption cws-spacer-2--top cws-spacer-2--bottom"> Choose your partner tool to ingest data from various source systems into BigQuery; SAP Data Services can support data ingestion from any SAP-supported database.</div> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery#section-13" track-type="button" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/bigquery" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="bring any data into bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> </div> </div> </div> <div class="use-case-module__cta"> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/solutions/smart-analytics/reference-patterns/overview" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="view all technical guides" track-type="button" track-metadata-eventdetail="cloud.google.com/solutions/smart-analytics/reference-patterns/overview" track-metadata-modifier="low-emphasis"> View all technical guides </a> </div> </div> </div> </section> <section class="module-section" id="all-features">  </section> <section class="module-section" id="all-features"> <div class="cloud-jump-section" data-cloud-main-text="All features" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">All features</p> <style> .feature-module__body-text__large { font-family: Google Sans, sans-serif; } .feature-module__table-header { color: #202124; } .feature-module__table-cell p { font: inherit; margin-top: 0; } .feature-module__table-cell { line-height: 30px; } .feature-module__headline { margin-bottom: 36px; } </style> <div class="feature-module" track-metadata-module="all features" track-metadata-module_headline="all features"> <div> <div class="feature-module__headline"> <h3 class="cws-headline--headline-4" id="all-features" data-text=" All features "> All features </h3> </div> <div class="feature-module__feature-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <tbody> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Serverless </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">With serverless data warehousing, Google does all resource provisioning behind the scenes, so you can focus on data and analysis rather than worrying about upgrading, securing, or managing the infrastructure.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Multi-cloud capabilities </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body"><a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery omni">BigQuery Omni</a> (private alpha) allows you to analyze data across clouds using standard SQL and without leaving BigQuery’s familiar interface. Its flexible, fully managed infrastructure allows  your data analysts or data scientists to have a completely seamless data analysis experience. Complete this <a href="https://web.archive.org/web/20210524074056/https://docs.google.com/forms/d/e/1FAIpQLSff3MG6wKeqL3TDzwwb5nCmYwwBsRmGdscplHL237l7z7ItAw/viewform" class="cws-link" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="docs.google.com/forms/d/e/1FAIpQLSff3MG6wKeqL3TDzwwb5nCmYwwBsRmGdscplHL237l7z7ItAw/viewform" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="form">form</a> to learn more.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Natural language processing </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body"><a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/blog/products/data-analytics/introducing-data-qna" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-data-qna" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="data qna">Data QnA</a> (private alpha) makes it easy for anyone to access the data insights they need through NLP—all while maintaining governance and security controls. Based on<a href="https://web.archive.org/web/20210524074056/https://research.google/pubs/pub45791/" class="cws-link" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="research.google/pubs/pub45791/" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="analyza"> Analyza</a> (Google Research), Data QnA enables you to analyze petabytes of data via BigQuery, and can be embedded where users work; chatbots, spreadsheets, BI platforms like Looker, or custom-built UIs. Complete this<a href="https://web.archive.org/web/20210524074056/https://forms.gle/75Trd6Co2QC4nUBc8" class="cws-link" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="forms.gle/75Trd6Co2QC4nUBc8" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="form"> form</a> to learn more.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Built-in ML and AI integrations </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">Besides bringing ML to your data with <a href="/web/20210524074056/https://cloud.google.com/bigquery-ml/docs" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/docs/" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery ml">BigQuery ML</a>, integrations with <a href="/web/20210524074056/https://cloud.google.com/vertex-ai" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vertex-ai" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="vertex ai">Vertex AI</a> and <a href="/web/20210524074056/https://cloud.google.com/tensorflow-enterprise" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/tensorflow-enterprise" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="tensorflow">TensorFlow</a> enable you to train and execute powerful models on structured data in minutes, with just SQL.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Foundation for BI </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery forms the backbone for modern cloud BI solutions and enables seamless data integration, transformation, analysis, visualization, and reporting with tools from Google and our technology partners. To accelerate BI workloads you can turn on <a href="/web/20210524074056/https://cloud.google.com/bi-engine/docs/sql-interface-overview" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bi-engine/docs/sql-interface-overview" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bi engine">BI Engine</a>, an in-memory analysis service, to achieve sub-second query response time and high concurrency for popular BI tools via standard ODBC/JDBC.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Real-time analytics </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery’s high-speed streaming insertion API provides a powerful foundation for real-time analytics, making your latest business data immediately available for analysis. You can also leverage Pub/Sub and Dataflow to stream data into BigQuery.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Automatic high availability </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery transparently and automatically provides highly durable, replicated storage in multiple locations and high availability with no extra charge and no additional setup.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Standard SQL </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery supports a standard SQL dialect that is ANSI:2011 compliant, which reduces the need for code rewrites. BigQuery also provides ODBC and JDBC drivers at no cost to ensure your current applications can interact with its powerful engine.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Federated query and logical data warehousing </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">Through powerful federated queries, BigQuery can process external data sources in object storage (Cloud Storage) for Parquet and ORC open source file formats, transactional databases (Bigtable, Cloud SQL), or spreadsheets in Drive. All this can be done without moving the data.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Convergence of data warehouse and data lake </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">Run open source data science workloads (Spark, TensorFlow, Dataflow and Apache Beam, MapReduce, Pandas, and scikit-learn) directly on BigQuery using the Storage API. The Storage API provides a much simpler architecture and less data movement and doesn't need to have multiple copies of the same data.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Materialized Views </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">Accelerate query performance and reduce costs within your environment with <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/materialized-views" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/materialized-views" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery materialized views">BigQuery materialized views</a>. It is easy to set up, effortless to use, and best of all it's real time, allowing you to quickly get answers to your questions.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Storage and compute separation </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">With BigQuery’s separated storage and compute, you have the option to choose the storage and processing solutions that make sense for your business and control access and costs for each.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Automatic backup and easy restore </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery automatically replicates data and keeps a seven-day history of changes, allowing you to easily restore and compare data from different times.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Geospatial data types and functions </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body"><a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/gis-intro" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/gis-intro" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery gis">BigQuery GIS</a> uniquely combines the serverless architecture of BigQuery with native support for geospatial analysis, so you can augment your analytics workflows with location intelligence. Simplify your analyses, see spatial data in fresh ways, and unlock entirely new lines of business with support for arbitrary points, lines, polygons, and multi-polygons in common geospatial data formats.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> BigQuery data transfer service </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">The <a href="/web/20210524074056/https://cloud.google.com/bigquery/transfer" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/transfer" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery data transfer service">BigQuery Data Transfer Service</a> automatically transfers data from external data sources, like Google Marketing Platform, Google Ads, YouTube, and partner SaaS applications to BigQuery on a scheduled and fully managed basis. Users can also easily transfer data from Teradata and Amazon S3 to BigQuery.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Big data ecosystem integration </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">With Dataproc and Dataflow, BigQuery provides integration with the Apache big data ecosystem, allowing existing Hadoop/Spark and Beam workloads to read or write data directly from BigQuery using the Storage API.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Petabyte scale </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">Get great performance on your data, while knowing you can scale seamlessly to store and analyze petabytes to exabytes of data with ease.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Flexible pricing models </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">On-demand pricing lets you pay only for the storage and compute that you use. Flat-rate pricing with Reservations enables high-volume users or enterprises to choose price predictability and workload management seamlessly. For more information, see <a href="/web/20210524074056/https://cloud.google.com/bigquery/pricing" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery pricing">BigQuery pricing</a> or <a href="/web/20210524074056/https://cloud.google.com/bigquery/docs/custom-quotas" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/custom-quotas" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="cost controls">cost controls</a>.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Data governance and security </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery provides strong security and governance controls with <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/column-level-security-intro" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/column-level-security-intro" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="fine-grained controls">fine-grained controls</a> through integration with <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/access-control" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/access-control" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="identity and access management">Identity and Access Management</a>. Rest assured knowing your data is <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/encryption-at-rest" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/encryption-at-rest" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="encrypted">encrypted</a> at rest and in transit by default.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Geo-expansion </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery gives you the option of geographic data control (in US, Asia, and European locations), without the headaches of setting up and managing clusters and other computing resources in-region.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Flexible data ingestion </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">Automatically move data from hundreds of popular business SaaS applications into BigQuery for free with Data Transfer Service (DTS) or leverage data integration tools like Cloud Data Fusion, Informatica, Talend, and more. Load and transform data at any scale from hybrid and multi-cloud applications.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Programmatic interaction </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery provides a REST API for easy programmatic access and application integration. Client libraries are available in Java, Python, Node.js, C#, Go, Ruby, and PHP. Business users can use Google Apps Script to access BigQuery from Sheets.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Rich monitoring and logging </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">BigQuery provides rich monitoring, logging, and alerting through <a href="/web/20210524074056/https://cloud.google.com/logging/docs/audit" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/logging/docs/audit" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="cloud audit logs">Cloud Audit Logs</a> and it can serve as a repository for logs from any application or service using Cloud Logging.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Public datasets </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">Google Cloud <a href="/web/20210524074056/https://cloud.google.com/solutions/datasets" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/solutions/datasets/" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="public datasets">Public Datasets</a> offer a powerful data repository of more than 200 high-demand public datasets from different industries. Google provides free storage for all public datasets, and customers can query up to 1 TB of data per month at no cost.</span> </td> </tr> <tr> <td> <span class="cws-headline--headline-6 feature-module__table-header"> Always-free access </span> </td> <td class="feature-module__table-cell"> <span class="richtext cws-body">The <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/sandbox" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/sandbox" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery sandbox">BigQuery sandbox</a> gives you always-free access to the full power of BigQuery subject to certain limits. You can get started without a credit card, or without creating or enabling a billing account for your project. </span> </td> </tr> </tbody> </table> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Pricing" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">Pricing</p> <style> .pricing-module__table-header span { color: #202124; } .pricing-module__table-cell { line-height: 30px; } .pricing-module__headline { margin-bottom: 36px; } .pricing-module__pricing-table, .pricing-module__pricing-cta { margin-top: 24px; } </style> <div class="pricing-module" track-metadata-module="pricing" track-metadata-module_headline="pricing"> <div> <div class="pricing-module__headline"> <h3 class="cws-headline--headline-4" id="pricing" data-text=" Pricing "> Pricing </h3> </div> <p class="cws-spacer-0--bottom"> <span class="richtext cws-body--large"> <p>BigQuery charges for data storage, streaming inserts, and querying data, but loading and exporting data are free of charge. For detailed pricing information, please view the <a href="/web/20210524074056/https://cloud.google.com/bigquery/pricing" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="pricing guide">pricing guide.</a> </p> </span> </p> </div> <div class="pricing-module__pricing-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <thead> <tr> <th> <span class="cws-headline--headline-6 pricing-module__table-header"><span class="richtext cws-body">Item</span></span> </th> <th> <span class="cws-headline--headline-6 pricing-module__table-header"><span class="richtext cws-body">Price</span></span> </th> </tr> </thead> <tbody> <tr> <td class="pricing-module__table-cell"> <span class="richtext cws-body">Storage</span> </td> <td class="pricing-module__table-cell"><span class="richtext cws-body"> <p>$0.02 per GB, per month</p> <p>$0.01 per GB, per month for <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/pricing#long-term-storage" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="long-term storage">long-term storage</a> </p> </span></td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="richtext cws-body">Streaming inserts</span> </td> <td class="pricing-module__table-cell"><span class="richtext cws-body">$0.01 per 200 MB</span></td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="richtext cws-body">Loading, copying, or exporting data; metadata operations</span> </td> <td class="pricing-module__table-cell"><span class="richtext cws-body">Free</span></td> </tr> </tbody> </table> </div> <div class="richtext cws-small-text cws-spacer-2--top cws-spacer-2--bottom"> <p>If you pay in a currency other than USD, the prices listed in your currency on <a href="/web/20210524074056/https://cloud.google.com/skus/?currency=USD" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/skus/" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="google cloud skus">Google Cloud SKUs</a> apply.</p> </div> </div> <div class="pricing-module__pricing-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <thead> <tr> <th> <span class="cws-headline--headline-6 pricing-module__table-header"><span class="richtext cws-body">Subscription type</span></span> </th> <th> <span class="cws-headline--headline-6 pricing-module__table-header"><span class="richtext cws-body">Price</span></span> </th> </tr> </thead> <tbody> <tr> <td class="pricing-module__table-cell"> <span class="richtext cws-body">Pay-as-you-go</span> </td> <td class="pricing-module__table-cell"><span class="richtext cws-body"> <p>$5 per TB</p> <p>First terabyte (1 TB) per month is free*</p> </span></td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="richtext cws-body">Flat-rate pricing</span> </td> <td class="pricing-module__table-cell"><span class="richtext cws-body"> <p>Starts at $1,700/month for a dedicated reservation of 100 slots.</p> <p>$4 per hour for 100 Flex slots.</p> <p>For more information, see <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/pricing#flat_rate_pricing/" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="flat-rate pricing">flat-rate pricing.</a> </p> </span></td> </tr> </tbody> </table> </div> <div class="richtext cws-small-text cws-spacer-2--top cws-spacer-2--bottom"> <p>Additional details: <a href="/web/20210524074056/https://cloud.google.com/bigquery-ml/pricing" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="bigquery ml pricing">BigQuery ML pricing</a> </p> <p>Non-USD prices listed on <a href="/web/20210524074056/https://cloud.google.com/skus/?currency=USD" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/skus/" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="google cloud skus">Google Cloud SKUs</a> </p> <p>* The first 1 TB of data processed with BigQuery each month is free</p> <p> <a href="https://web.archive.org/web/20210524074056/https://cloud.google.com/bigquery/docs/sandbox" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/sandbox" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="bigquery sandbox">BigQuery sandbox</a> provides free, limited access</p> </div> </div> <div class="richtext cws-small-text cws-spacer-2--top cws-spacer-2--bottom"> <p>BigQuery’s <a href="/web/20210524074056/https://cloud.google.com/bigquery/quotas" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/quotas" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="quota policy">quota policy</a> applies for these operations</p> <p></p> </div> <div class="pricing-module__pricing-cta"> <a href="/web/20210524074056/https://cloud.google.com/bigquery/pricing" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="view pricing details" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-modifier="low-emphasis"> View pricing details </a> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Partners" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">Partners</p> <style> .partners-module .cloud-collapse__panel .cloud-module__description { margin-top: 0; } </style> <div class="partners-module" track-metadata-module="partners" track-metadata-module_headline="partners"> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="cws-spacer-4--bottom"> <h3 class="cws-headline--headline-4" id="partners" data-text=" Partners "> Partners </h3> <p class="cloud-module__description"> <span class="richtext"> <p>From data integration to analytics, Google Cloud partners have integrated their industry-leading tools with BigQuery for loading, transforming, and visualizing data.</p> </span> </p> </div> </div> </div> <div class="cws-grid"> <div class="cws-grid__col--span-12"> <div class="cloud-collapse" expand-cta="Expand all" collapse-cta="Collapse all" style=""> <div class="cws-grid"> <div class="cws-grid__col--span-12"> <div class="cloud-collapse__control-wrapper cloud-collapse__toggle-wrapper"> <button class="cloud-collapse__control cloud-collapse__toggle cloud-link"> Expand all </button> </div> <div class="cloud-collapse__panels"> <section class="expandable expanded" id="0" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="Data integration" track-name="0"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="data-integration" data-text=" Data integration"> Data integration</h4> </div> <div class="cloud-collapse__panel cws-grid"> <div class="cws-grid__col--span-12"> <div class="cws-grid cloud-grid__small-gap cloud-grid--row-gap cws-spacer-2--top"> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://www.informatica.com/solutions/explore-ecosystems/google-cloud-platform.html#fbid=xz2lCEkZTHP" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="1" track-metadata-child_total="10" track-metadata-eventdetail="www.informatica.com/solutions/explore-ecosystems/google-cloud-platform.html" track-metadata-module="partners" track-metadata-module_headline="data integration" track-name="informatica logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Informatica logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/wxyJ2a7IBPL1FHfDKoT1f77z_JBVBaBuU8wAldH-OCHKge6-1-yosH-jw5SKvPVpRAmxXn-wtdFu=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/wxyJ2a7IBPL1FHfDKoT1f77z_JBVBaBuU8wAldH-OCHKge6-1-yosH-jw5SKvPVpRAmxXn-wtdFu=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94aKDq76ckLCGK67aj9T_HNEyqP_VynMmUy5Ob2UekGuMW8Qe0rYmpB3_PFf78eouX0Gm6IK&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="2" track-metadata-child_total="10" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="data integration" track-name="talend logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Talend logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/eREXbqyrQ8yKDGi5V-dnHJ8mBX11Tbtf92cpanhFvSDIFw_gkiCsc-cO3sAL4Bldzs9BRmEJLUJS=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/eREXbqyrQ8yKDGi5V-dnHJ8mBX11Tbtf92cpanhFvSDIFw_gkiCsc-cO3sAL4Bldzs9BRmEJLUJS=e14-rj-sc0xffffff-h80-w288 2x" style=""> 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style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://www.snaplogic.com/snaps/google-bigquery" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="8" track-metadata-child_total="10" track-metadata-eventdetail="www.snaplogic.com/snaps/google-bigquery" track-metadata-module="partners" track-metadata-module_headline="data integration" track-name="snaplogic logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Snaplogic logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/tkYrHGnl39zpD8ZhJ5OY9IHdZBOEgD4-ep2dRtpQmP0dXwsKCEomAJXJDM3KrdLevkw14mcemCgD=e14-rj-sc0xffffff-h40-w144" 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src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/mHXqrew5DKKjJ4945JXzbNgBwKDCnsw-gXfg7tK603LTulra8oYtCdZnO1xMN4yHthi0V_kMOVJjCw=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/mHXqrew5DKKjJ4945JXzbNgBwKDCnsw-gXfg7tK603LTulra8oYtCdZnO1xMN4yHthi0V_kMOVJjCw=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94bvQ_LEeHMRUz2wBh4IkBC6okPHpBJa7ahsz4xsWHDF12MI9yisNBliUrgWFmyk7yyNXnCp&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="10" track-metadata-child_total="10" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="data integration" track-name="supermetric logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Supermetric logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/hn0DqntwYpSnUaMxlkrXNuG1nYy9CgjASI2k_-6UOBHXzh4hu9BwGaGi_qvz4OKZUK8eFW-vmjf8=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/hn0DqntwYpSnUaMxlkrXNuG1nYy9CgjASI2k_-6UOBHXzh4hu9BwGaGi_qvz4OKZUK8eFW-vmjf8=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="expandable" id="1" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="BI and data visualization" track-name="1"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="bi-and-data-visualization" data-text=" BI and data visualization"> BI and data visualization</h4> </div> <div class="cloud-collapse__panel cws-grid"> <div class="cws-grid__col--span-12"> <div class="cws-grid cloud-grid__small-gap cloud-grid--row-gap cws-spacer-2--top"> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94a6eUnFZZonfmnTMmwHyEirhoY3vqG29hoNsdpeKR6J3UpClaFOfgQUe6QuxUI5J3YOg-CI&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="1" track-metadata-child_total="9" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="tableau logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Tableau logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/okhGvY0criFefaPLCttykWmZ3l2GmUzJ38H2x6qopgh3G8dDgm6lyDZXoDFxmH0Z9cAautjRWwkr=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/okhGvY0criFefaPLCttykWmZ3l2GmUzJ38H2x6qopgh3G8dDgm6lyDZXoDFxmH0Z9cAautjRWwkr=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94b-iXSzLkpJJfMcQNkYQ0cloyCwL_SHrV1OQYEjPZuCnHBak8bmnm-DHlQ1cAf7m-eXCcnB&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="2" track-metadata-child_total="9" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="domo logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Domo logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/YoUgkwn5wQuIs3I2DJ_gtcjOuRlEcE3nLKSyGJElE-QsZfY_1keKfWcUhWEjXMRzAZ6I-nUSVhY=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/YoUgkwn5wQuIs3I2DJ_gtcjOuRlEcE3nLKSyGJElE-QsZfY_1keKfWcUhWEjXMRzAZ6I-nUSVhY=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://doc-archives.microstrategy.com/producthelp/10/WebUser/WebHelp/Lang_1033/Importing_data_from_Google_BigQuery.htm" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="3" 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style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://www.zoomdata.com/partners/google-cloud-platform/" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="5" track-metadata-child_total="9" track-metadata-eventdetail="www.zoomdata.com/partners/google-cloud-platform/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="zoomdata logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Zoomdata logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/vPoCMNv_18PidSY-CFjWvbq05mh4lDmX0nP-iHD8uSBs6VpBO-1ankokPzv6UugCvcdmBrI3yII=e14-rj-sc0xffffff-h40-w144" 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cloud-block__image--logo"> <img alt="Qlik logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/Q7qiW3CBb4KDNhBAWXYEjgijtzUl5f3GHHs174BWLwiWaGGw7QJ6JhlJGX5qIORDsveOSMVa1PRW=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/Q7qiW3CBb4KDNhBAWXYEjgijtzUl5f3GHHs174BWLwiWaGGw7QJ6JhlJGX5qIORDsveOSMVa1PRW=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://www.sapanalytics.cloud/" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="7" track-metadata-child_total="9" track-metadata-eventdetail="www.sapanalytics.cloud/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="sap analytics logo"> <div 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track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="sisense logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Sisense logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/tWn2IpuyFgsEPE2t7pUXRZDMdtM2XezVjI0FawW2yOUGj7R4YQ38Ot6DleDF3RzJ5BzgT5rl7j0=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/tWn2IpuyFgsEPE2t7pUXRZDMdtM2XezVjI0FawW2yOUGj7R4YQ38Ot6DleDF3RzJ5BzgT5rl7j0=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94bKPL9NANp-797jE0s086M4Myj3dmUVcAq4MBhUgg8BzqPhEhl_wHy5wHWfWOlSGOsRwIZQ&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="9" track-metadata-child_total="9" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="yellowfin logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Yellowfin logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/dUI-8eLhktlwEPxYw08ctqjyFuzLjSmvQXR9qzqIRM6dAKbUzb7mQPOugsQQm0T59PQA2f11GZjc=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/dUI-8eLhktlwEPxYw08ctqjyFuzLjSmvQXR9qzqIRM6dAKbUzb7mQPOugsQQm0T59PQA2f11GZjc=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="expandable" id="2" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="Consulting partners" track-name="2"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="consulting-partners" data-text=" Consulting partners"> Consulting partners</h4> </div> <div class="cloud-collapse__panel cws-grid"> <div class="cws-grid__col--span-12"> <div class="cws-grid cloud-grid__small-gap cloud-grid--row-gap cws-spacer-2--top"> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94YIGeMefcXBT2vPwoNNG68_1p3kBjd0_8pVgkEBkrOx4XPN98lSJS558SBk2Vb-39-tEscL&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="1" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="capgemini logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Capgemini logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/pngSvSrj-tRrucmYPUtlmT6HRDHgRqTwu34kEPXw_FiWrDGoPQ3JTFHDp7CWT9c53WkHVbCoUvORLQ=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/pngSvSrj-tRrucmYPUtlmT6HRDHgRqTwu34kEPXw_FiWrDGoPQ3JTFHDp7CWT9c53WkHVbCoUvORLQ=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94YlYEK87ij-zvm-q0vI02qg4DGIJFNaqTVhRir3KxVHMUcL7NW32dPnueOQTXHpBs-sPOSt&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="2" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="ctp logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Ctp logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/ZTChl28ammAdMTHr9Gvg55lGBZZxk8hCJHyAm3OlvHJFHt5_QZc7JA1ytuK1ejNAn_sE4uWTdKhjAA=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/ZTChl28ammAdMTHr9Gvg55lGBZZxk8hCJHyAm3OlvHJFHt5_QZc7JA1ytuK1ejNAn_sE4uWTdKhjAA=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94Yd9hLG1e-Uaw1_2di0f6HeJDzeVRqcdK4WyTZThjVPfByL3W98HB_GWcKZ1_ugmDA8TWCH&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="3" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="myers-holum logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Myers-Holum logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/972UakG0v38OutFo4pWqbNRcq7J3f5cncZaVTFkY-nUhPsd_q1Wh1d83P_SYBPIPr1gJACDDxCI=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/972UakG0v38OutFo4pWqbNRcq7J3f5cncZaVTFkY-nUhPsd_q1Wh1d83P_SYBPIPr1gJACDDxCI=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94bm9gdOHbR98EUeepFWYRUo6JZ7Hh0O5w6hh9nhkq5wnhNqYeg9T-OfBlpMhmixT9Xo-gq-&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="4" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="pythian logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Pythian logo" class="" 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partners" track-name="sada logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Sada logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/Zg_h5123kwRSpgTzrEdVlPYb9mKpMXY2rb7ZzWgJMzdMWf4w0bk3Fu31mSAlNXdaTbMiPPzvByxK=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/Zg_h5123kwRSpgTzrEdVlPYb9mKpMXY2rb7ZzWgJMzdMWf4w0bk3Fu31mSAlNXdaTbMiPPzvByxK=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94Z0VkK_gtI1OoYjv2nRdPTuAlVDSYBBgksms3kwvyBldokl0z2WEzUsPvVM8H9uxOuBeHhS&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="6" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="tectonic logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Tectonic logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/Bs4u3W9EUc2dNzX6mQfFj6xGRDNO1QXzk-_3bwFMHrN_zUdvnqDIvmKmL9_M8nZQo0fdkXhr9cc=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/Bs4u3W9EUc2dNzX6mQfFj6xGRDNO1QXzk-_3bwFMHrN_zUdvnqDIvmKmL9_M8nZQo0fdkXhr9cc=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://www.trace3.com/" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="7" track-metadata-child_total="8" track-metadata-eventdetail="www.trace3.com/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="trace logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Trace logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/bkHLRV-w4gVKMxDxz7Ulxexz2QxbGXESKCvTHQyaMdVQcUF0HGDYJASkTkTSSAdMauLG1bd09K8SVw=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/bkHLRV-w4gVKMxDxz7Ulxexz2QxbGXESKCvTHQyaMdVQcUF0HGDYJASkTkTSSAdMauLG1bd09K8SVw=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=quantiphi-inc&hl=en" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="8" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="quantiphi logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="quantiphi logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/gqye5o7T7srhGDuL7-h67vzO6dgAAZ4HbRA3t7GS1ClJ0ohtBiH5vssCNZ4Nk9xCS_igks9SQ7Ox=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/gqye5o7T7srhGDuL7-h67vzO6dgAAZ4HbRA3t7GS1ClJ0ohtBiH5vssCNZ4Nk9xCS_igks9SQ7Ox=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="expandable" id="3" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="Connectors and developer tools" track-name="3"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="connectors-and-developer-tools" data-text=" Connectors and developer tools"> Connectors and developer tools</h4> </div> <div class="cloud-collapse__panel cws-grid"> <div class="cws-grid__col--span-12"> <div class="cws-grid cloud-grid__small-gap cloud-grid--row-gap cws-spacer-2--top"> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/detail/?id=ACkb94apGnZqer8WyzmgN9QRLqiSaJvqaQc_8BcbD_zsUs3j_meaeq_mumOf8M0Y1xzeUAi1vq_G&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="connectors and developer tools" track-name="cdata logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Cdata logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/3SIKZ9xrX3oYKsqkZrgp7oFhedE7N8fi6h3dnxU7_EFzOSkZJCB20SU-ohx8AbF5aPbLJv2Tmp7w=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/3SIKZ9xrX3oYKsqkZrgp7oFhedE7N8fi6h3dnxU7_EFzOSkZJCB20SU-ohx8AbF5aPbLJv2Tmp7w=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" href="/web/20210524074056/https://cloud.google.com/solutions/real-time/fluentd-bigquery" track-type="block" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/real-time/fluentd-bigquery" track-metadata-module="partners" track-metadata-module_headline="connectors and developer tools" track-name="fluentd logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Fluentd logo" class="" src="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/3jdSWdwf_5u6ncRIgy0PTzko3hx6vRD7PmiDYluNHCbkXF3TZhZLSBeVoFNQ0FCWs00VTs30cmXYCg=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210524074056im_/https://lh3.googleusercontent.com/3jdSWdwf_5u6ncRIgy0PTzko3hx6vRD7PmiDYluNHCbkXF3TZhZLSBeVoFNQ0FCWs00VTs30cmXYCg=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cws-grid__col--span-4 cws-grid__col--span-3-lg"> <div class="cloud-block cws-elevation--0 "> <a class="cloud-block__link" 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</div> </div> </div> </div> <div class="cws-spacer-4--top"> <a href="https://web.archive.org/web/20210524074056/https://cloud.withgoogle.com/partners/" target="_blank" rel="noopener" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="see all partners" track-type="button" track-metadata-eventdetail="cloud.withgoogle.com/partners/" track-metadata-modifier="low-emphasis"> See all partners </a> </div> </div> </div> </div> </div> </section> <section class="module-section"> <style> .legal-module__disclaimer { border-top: 1px solid #dadce0; } .legal-module__disclaimer-footnote { margin-top: 24px; } </style> <div class="legal-module cws-grid" track-metadata-module="legal"> <div class="legal-module__disclaimer cws-grid__col--span-8 "> <div class="legal-module__disclaimer-footnote"> <span class="richtext cws-small-text">A product or feature listed on this page is in alpha. 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