CINXE.COM
About analytics views | Cloud Logging | Google Cloud
<!doctype html> <html lang="en" dir="ltr"> <head> <meta name="google-signin-client-id" content="721724668570-nbkv1cfusk7kk4eni4pjvepaus73b13t.apps.googleusercontent.com"> <meta name="google-signin-scope" content="profile email https://www.googleapis.com/auth/developerprofiles https://www.googleapis.com/auth/developerprofiles.award https://www.googleapis.com/auth/cloud-platform https://www.googleapis.com/auth/webhistory"> <meta property="og:site_name" content="Google Cloud"> <meta property="og:type" content="website"><meta name="theme-color" content="#039be5"><meta charset="utf-8"> <meta content="IE=Edge" http-equiv="X-UA-Compatible"> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="manifest" href="/_pwa/cloud/manifest.json" crossorigin="use-credentials"> <link rel="preconnect" href="//www.gstatic.com" crossorigin> <link rel="preconnect" href="//fonts.gstatic.com" crossorigin> <link rel="preconnect" href="//fonts.googleapis.com" crossorigin> <link rel="preconnect" href="//apis.google.com" crossorigin> <link rel="preconnect" href="//www.google-analytics.com" crossorigin><link rel="stylesheet" href="//fonts.googleapis.com/css?family=Google+Sans:400,500,700|Google+Sans+Text:400,400italic,500,500italic,700,700italic|Roboto:400,400italic,500,500italic,700,700italic|Roboto+Mono:400,500,700&display=swap"> <link rel="stylesheet" href="//fonts.googleapis.com/css2?family=Material+Icons&family=Material+Symbols+Outlined&display=block"><link rel="stylesheet" href="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/css/app.css"> <link rel="shortcut icon" href="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/favicons/onecloud/favicon.ico"> <link rel="apple-touch-icon" href="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/favicons/onecloud/super_cloud.png"><link rel="canonical" href="https://cloud.google.com/logging/docs/analyze/about-analytics-views"><link rel="search" type="application/opensearchdescription+xml" title="Google Cloud" href="https://cloud.google.com/s/opensearch.xml"> <link rel="alternate" hreflang="en" href="https://cloud.google.com/logging/docs/analyze/about-analytics-views" /><link rel="alternate" hreflang="x-default" href="https://cloud.google.com/logging/docs/analyze/about-analytics-views" /><link rel="alternate" hreflang="id" href="https://cloud.google.com/logging/docs/analyze/about-analytics-views?hl=id" /><link rel="alternate" hreflang="ja" href="https://cloud.google.com/logging/docs/analyze/about-analytics-views?hl=ja" /><link rel="alternate" hreflang="ko" href="https://cloud.google.com/logging/docs/analyze/about-analytics-views?hl=ko" /><title>About analytics views | Cloud Logging | Google Cloud</title> <meta property="og:title" content="About analytics views | Cloud Logging | Google Cloud"><meta name="description" content="Introduces analytic views, describes how they differ from log views and saved queries, when you might want to create an analytic view, and required permissions."> <meta property="og:description" content="Introduces analytic views, describes how they differ from log views and saved queries, when you might want to create an analytic view, and required permissions."><meta property="og:url" content="https://cloud.google.com/logging/docs/analyze/about-analytics-views"><meta property="og:image" content="https://cloud.google.com/_static/cloud/images/social-icon-google-cloud-1200-630.png"> <meta property="og:image:width" content="1200"> <meta property="og:image:height" content="630"><meta property="og:locale" content="en"><meta name="twitter:card" content="summary_large_image"><script type="application/ld+json"> { "@context": "https://schema.org", "@type": "Article", "headline": "About analytics views" } </script><script type="application/ld+json"> { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [{ "@type": "ListItem", "position": 1, "name": "Google Cloud Observability", "item": "https://cloud.google.com/stackdriver/docs" },{ "@type": "ListItem", "position": 2, "name": "Logging", "item": "https://cloud.google.com/logging/docs" },{ "@type": "ListItem", "position": 3, "name": "Documentation", "item": "https://cloud.google.com/logging/docs" },{ "@type": "ListItem", "position": 4, "name": "About analytics views", "item": "https://cloud.google.com/logging/docs/analyze/about-analytics-views" }] } </script> <link rel="stylesheet" href="/extras.css"></head> <body class="" template="page" theme="cloud-theme" type="article" layout="docs" free-trial display-toc pending> <devsite-progress type="indeterminate" id="app-progress"></devsite-progress> <a href="#main-content" class="skip-link button"> Skip to main content </a> <section class="devsite-wrapper"> <devsite-cookie-notification-bar></devsite-cookie-notification-bar><cloudx-track userCountry="SG"></cloudx-track> <cloudx-utils-init></cloudx-utils-init> <devsite-header keep-tabs-visible> <div class="devsite-header--inner nocontent"> <div class="devsite-top-logo-row-wrapper-wrapper"> <div class="devsite-top-logo-row-wrapper"> <div class="devsite-top-logo-row"> <button type="button" id="devsite-hamburger-menu" class="devsite-header-icon-button button-flat material-icons gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Navigation menu button" visually-hidden aria-label="Open menu"> </button> <div class="devsite-product-name-wrapper"> <a href="/" class="devsite-site-logo-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Site logo" track-type="globalNav" track-name="googleCloud" track-metadata-position="nav" track-metadata-eventDetail="nav"> <picture> <img src="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/cloud-logo.svg" class="devsite-site-logo" alt="Google Cloud"> </picture> </a> <span class="devsite-product-name"> <ul class="devsite-breadcrumb-list" > <li class="devsite-breadcrumb-item devsite-has-google-wordmark"> </li> </ul> </span> </div> <div class="devsite-top-logo-row-middle"> <div class="devsite-header-upper-tabs"> <cloudx-tabs-nav class="upper-tabs"> <nav class="devsite-tabs-wrapper" aria-label="Upper tabs"> <tab class="devsite-active"> <a href="https://cloud.google.com/docs" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/docs" track-type="nav" track-metadata-position="nav - docs-home" track-metadata-module="primary nav" aria-label="Documentation, selected" data-category="Site-Wide Custom Events" data-label="Tab: Documentation" track-name="docs-home" track-link-column-type="single-column" > Documentation </a> </tab> <tab class="devsite-dropdown devsite-clickable "> <a href="https://cloud.google.com/docs/tech-area-overviews" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/docs/tech-area-overviews" track-type="nav" track-metadata-position="nav - technology-areas" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Technology areas" track-name="technology-areas" track-link-column-type="single-column" > Technology areas </a> <button aria-haspopup="menu" aria-expanded="false" aria-label="Dropdown menu for Technology areas" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/tech-area-overviews" track-metadata-position="nav - technology-areas" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Technology areas" track-name="technology-areas" track-link-column-type="single-column" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></button> <div class="devsite-tabs-dropdown" role="menu" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/ai-ml" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/ai-ml" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> AI and ML </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/application-development" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/application-development" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Application development </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/application-hosting" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/application-hosting" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Application hosting </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/compute-area" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/compute-area" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Compute </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/data" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/data" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Data analytics and pipelines </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/databases" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/databases" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Databases </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/dhm-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/dhm-cloud" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Distributed, hybrid, and multicloud </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/generative-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/generative-ai" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Generative AI </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/industry" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/industry" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Industry solutions </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/networking" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/networking" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Networking </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/observability" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/observability" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Observability and monitoring </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/security" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/security" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Security </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/storage" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/storage" track-metadata-position="nav - technology-areas" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Storage </div> </a> </li> </ul> </div> </div> </div> </tab> <tab class="devsite-dropdown devsite-clickable "> <a href="https://cloud.google.com/docs/cross-product-overviews" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/docs/cross-product-overviews" track-type="nav" track-metadata-position="nav - crossproduct" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Cross-product tools" track-name="crossproduct" track-link-column-type="single-column" > Cross-product tools </a> <button aria-haspopup="menu" aria-expanded="false" aria-label="Dropdown menu for Cross-product tools" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/cross-product-overviews" track-metadata-position="nav - crossproduct" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Cross-product tools" track-name="crossproduct" track-link-column-type="single-column" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></button> <div class="devsite-tabs-dropdown" role="menu" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - crossproduct" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/access-resources" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/access-resources" track-metadata-position="nav - crossproduct" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Access and resources management </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/costs-usage" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/costs-usage" track-metadata-position="nav - crossproduct" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Costs and usage management </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/devtools" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/devtools" track-metadata-position="nav - crossproduct" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud SDK, languages, frameworks, and tools </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/iac" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/iac" track-metadata-position="nav - crossproduct" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Infrastructure as code </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/migration" track-metadata-position="nav - crossproduct" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Migration </div> </a> </li> </ul> </div> </div> </div> </tab> <tab class="devsite-dropdown devsite-clickable "> <a href="https://cloud.google.com/" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/" track-type="nav" track-metadata-position="nav - related-sites" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Related sites" track-name="related-sites" track-link-column-type="single-column" > Related sites </a> <button aria-haspopup="menu" aria-expanded="false" aria-label="Dropdown menu for Related sites" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/" track-metadata-position="nav - related-sites" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Related sites" track-name="related-sites" track-link-column-type="single-column" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></button> <div class="devsite-tabs-dropdown" role="menu" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Home </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/free" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/free" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Free Trial and Free Tier </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/architecture" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/architecture" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Architecture Center </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/blog" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/blog" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Blog </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/contact" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/contact" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Contact Sales </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/developers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/developers" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Developer Center </div> </a> </li> <li class="devsite-nav-item"> <a href="https://developers.google.com/" track-type="nav" track-metadata-eventdetail="https://developers.google.com/" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Developer Center </div> </a> </li> <li class="devsite-nav-item"> <a href="https://console.cloud.google.com/marketplace" track-type="nav" track-metadata-eventdetail="https://console.cloud.google.com/marketplace" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Marketplace </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/marketplace/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/marketplace/docs" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Marketplace Documentation </div> </a> </li> <li class="devsite-nav-item"> <a href="https://www.cloudskillsboost.google/paths" track-type="nav" track-metadata-eventdetail="https://www.cloudskillsboost.google/paths" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Skills Boost </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Solution Center </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/support-hub" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/support-hub" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Support </div> </a> </li> <li class="devsite-nav-item"> <a href="https://www.youtube.com/@googlecloudtech" track-type="nav" track-metadata-eventdetail="https://www.youtube.com/@googlecloudtech" track-metadata-position="nav - related-sites" track-metadata-module="tertiary nav" tooltip > <div class="devsite-nav-item-title"> Google Cloud Tech Youtube Channel </div> </a> </li> </ul> </div> </div> </div> </tab> </nav> </cloudx-tabs-nav> </div> <devsite-search enable-signin enable-search enable-suggestions project-name="Cloud Logging" tenant-name="Google Cloud" project-scope="/logging/docs" url-scoped="https://cloud.google.com/s/results/logging/docs" > <form class="devsite-search-form" action="https://cloud.google.com/s/results" method="GET"> <div class="devsite-search-container"> <button type="button" search-open class="devsite-search-button devsite-header-icon-button button-flat material-icons" aria-label="Open search"></button> <div class="devsite-searchbox"> <input aria-activedescendant="" aria-autocomplete="list" aria-label="Search" aria-expanded="false" aria-haspopup="listbox" autocomplete="off" class="devsite-search-field devsite-search-query" name="q" placeholder="Search" role="combobox" type="text" value="" > <div class="devsite-search-image material-icons" aria-hidden="true"> </div> <div class="devsite-search-shortcut-icon-container" aria-hidden="true"> <kbd class="devsite-search-shortcut-icon">/</kbd> </div> </div> </div> </form> <button type="button" search-close class="devsite-search-button devsite-header-icon-button button-flat material-icons" aria-label="Close search"></button> </devsite-search> </div> <devsite-language-selector> <ul role="presentation"> <li role="presentation"> <a role="menuitem" lang="en" >English</a> </li> <li role="presentation"> <a role="menuitem" lang="de" >Deutsch</a> </li> <li role="presentation"> <a role="menuitem" lang="es_419" >Español – América Latina</a> </li> <li role="presentation"> <a role="menuitem" lang="fr" >Français</a> </li> <li role="presentation"> <a role="menuitem" lang="id" >Indonesia</a> </li> <li role="presentation"> <a role="menuitem" lang="pt_br" >Português – Brasil</a> </li> <li role="presentation"> <a role="menuitem" lang="zh_cn" >中文 – 简体</a> </li> <li role="presentation"> <a role="menuitem" lang="ja" >日本語</a> </li> <li role="presentation"> <a role="menuitem" lang="ko" >한국어</a> </li> </ul> </devsite-language-selector> <devsite-user enable-profiles fp-auth id="devsite-user"> <span class="button devsite-top-button" aria-hidden="true" visually-hidden>Sign in</span> </devsite-user> </div> </div> </div> <div class="devsite-collapsible-section "> <div class="devsite-header-background"> <div class="devsite-product-id-row" hidden> <div class="devsite-product-description-row"> </div> </div> <div class="devsite-doc-set-nav-row"> <ul class="devsite-breadcrumb-list" > <li class="devsite-breadcrumb-item "> <a href="https://cloud.google.com/stackdriver/docs" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Lower Header" data-value="1" track-type="globalNav" track-name="breadcrumb" track-metadata-position="1" track-metadata-eventdetail="Google Cloud Observability" > Google Cloud Observability </a> </li> </ul> <cloudx-tabs-nav class="lower-tabs"> <nav class="devsite-tabs-wrapper" aria-label="Lower tabs"> <tab class="devsite-active"> <a href="https://cloud.google.com/logging/docs/overview" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/logging/docs/overview" track-type="nav" track-metadata-position="nav - guides" track-metadata-module="primary nav" aria-label="Guides, selected" data-category="Site-Wide Custom Events" data-label="Tab: Guides" track-name="guides" > Guides </a> </tab> <tab > <a href="https://cloud.google.com/logging/docs/apis" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/logging/docs/apis" track-type="nav" track-metadata-position="nav - reference" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Reference" track-name="reference" > Reference </a> </tab> <tab > <a href="https://cloud.google.com/logging/docs/samples" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/logging/docs/samples" track-type="nav" track-metadata-position="nav - samples" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Samples" track-name="samples" > Samples </a> </tab> <tab > <a href="https://cloud.google.com/logging/quotas" class="devsite-tabs-content gc-analytics-event " track-metadata-eventdetail="https://cloud.google.com/logging/quotas" track-type="nav" track-metadata-position="nav - resources" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" > Resources </a> </tab> </nav> </cloudx-tabs-nav> <div class="devsite-product-button-row"> <a href="https://cloud.google.com/contact" class="cta-button-secondary button " track-metadata-position="nav" data-overflow-container="left" data-overflow-wrapper="tab" track-name="sales" data-overflow="devsite-tabs-wrapper" track-type="contact" track-metadata-eventDetail="nav" >Contact Us</a> <a href="//console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary " track-type="freeTrial" referrerpolicy="no-referrer-when-downgrade" track-metadata-eventDetail="nav" track-name="gcpCta" data-overflow-container="right" track-metadata-position="nav" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow="devsite-top-logo-row" >Start free</a> </div> </div> </div> </div> </div> </devsite-header> <devsite-book-nav scrollbars > <div class="devsite-book-nav-filter" > <span class="filter-list-icon material-icons" aria-hidden="true"></span> <input type="text" placeholder="Filter" aria-label="Type to filter" role="searchbox"> <span class="filter-clear-button hidden" data-title="Clear filter" aria-label="Clear filter" role="button" tabindex="0"></span> </div> <nav class="devsite-book-nav devsite-nav nocontent" aria-label="Side menu"> <div class="devsite-mobile-header"> <button type="button" id="devsite-close-nav" class="devsite-header-icon-button button-flat material-icons gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close navigation" aria-label="Close navigation"> </button> <div class="devsite-product-name-wrapper"> <a href="/" class="devsite-site-logo-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Site logo" track-type="globalNav" track-name="googleCloud" track-metadata-position="nav" track-metadata-eventDetail="nav"> <picture> <img src="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/cloud-logo.svg" class="devsite-site-logo" alt="Google Cloud"> </picture> </a> <span class="devsite-product-name"> <ul class="devsite-breadcrumb-list" > <li class="devsite-breadcrumb-item devsite-has-google-wordmark"> </li> </ul> </span> </div> </div> <div class="devsite-book-nav-wrapper"> <div class="devsite-mobile-nav-top"> <ul class="devsite-nav-list"> <li class="devsite-nav-item"> <a href="/docs" class="devsite-nav-title gc-analytics-event devsite-nav-active" data-category="Site-Wide Custom Events" data-label="Tab: Documentation" track-name="docs-home" track-link-column-type="single-column" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Documentation" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Documentation </span> </a> <ul class="devsite-nav-responsive-tabs"> <li class="devsite-nav-item"> <a href="/logging/docs/overview" class="devsite-nav-title gc-analytics-event devsite-nav-has-children devsite-nav-active" data-category="Site-Wide Custom Events" data-label="Tab: Guides" track-name="guides" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Guides" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip menu="_book"> Guides </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="_book"> </span> </a> </li> <li class="devsite-nav-item"> <a href="/logging/docs/apis" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Reference" track-name="reference" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Reference" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Reference </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> </li> <li class="devsite-nav-item"> <a href="/logging/docs/samples" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Samples" track-name="samples" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Samples" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Samples </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> </li> <li class="devsite-nav-item"> <a href="/logging/quotas" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Resources" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Resources </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/docs/tech-area-overviews" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Tab: Technology areas" track-name="technology-areas" track-link-column-type="single-column" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Technology areas" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Technology areas </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Technology areas" track-name="technology-areas" track-link-column-type="single-column" > <span class="devsite-nav-text" tooltip menu="Technology areas"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Technology areas"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/docs/cross-product-overviews" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Tab: Cross-product tools" track-name="crossproduct" track-link-column-type="single-column" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cross-product tools" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cross-product tools </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Cross-product tools" track-name="crossproduct" track-link-column-type="single-column" > <span class="devsite-nav-text" tooltip menu="Cross-product tools"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Cross-product tools"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Tab: Related sites" track-name="related-sites" track-link-column-type="single-column" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Related sites" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Related sites </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Related sites" track-name="related-sites" track-link-column-type="single-column" > <span class="devsite-nav-text" tooltip menu="Related sites"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Related sites"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="//console.cloud.google.com/" class="devsite-nav-title gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-name="console" referrerpolicy="no-referrer-when-downgrade" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Console" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/contact" class="cta-button-secondary button" track-metadata-position="nav" data-overflow-container="left" data-overflow-wrapper="tab" track-name="sales" data-overflow="devsite-tabs-wrapper" track-type="contact" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Us" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Contact Us </span> </a> </li> <li class="devsite-nav-item"> <a href="//console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary" track-type="freeTrial" referrerpolicy="no-referrer-when-downgrade" track-metadata-eventDetail="nav" track-name="gcpCta" data-overflow-container="right" track-metadata-position="nav" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow="devsite-top-logo-row" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Start free" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Start free </span> </a> </li> </ul> </div> <div class="devsite-mobile-nav-bottom"> <ul class="devsite-nav-list" menu="_book"> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Discover</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/overview" ><span class="devsite-nav-text" tooltip>Cloud Logging overview</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Get started</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/logging-gce-quickstart" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logging-gce-quickstart" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logging-gce-quickstart" ><span class="devsite-nav-text" tooltip>Quickstart: Logging for Compute Engine VMs</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/write-query-log-entries-gcloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/write-query-log-entries-gcloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/write-query-log-entries-gcloud" ><span class="devsite-nav-text" tooltip>Quickstart: Write and query logs with the gcloud CLI</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/write-query-log-entries-python" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/write-query-log-entries-python" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/write-query-log-entries-python" ><span class="devsite-nav-text" tooltip>Quickstart: Write and query logs using a Python script</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Collect and write logs</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/agent-or-library" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent-or-library" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent-or-library" ><span class="devsite-nav-text" tooltip>Which should you use: agent or client library?</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/structured-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/structured-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/structured-logging" ><span class="devsite-nav-text" tooltip>Structured logging</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Collect logs from VMs and third-party applications</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent" ><span class="devsite-nav-text" tooltip>Manage logging agents on VMs</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Ops Agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent" ><span class="devsite-nav-text" tooltip>Ops Agent overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Install the Ops Agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/install-index" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/install-index" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/install-index" ><span class="devsite-nav-text" tooltip>All installation methods</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/install-agent-vm-creation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/install-agent-vm-creation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/install-agent-vm-creation" ><span class="devsite-nav-text" tooltip>Install the Ops Agent during VM creation</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Install the Ops Agent on a fleet of VMs using agent policies</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/agent-policies-overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/agent-policies-overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/agent-policies-overview" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/agent-policies" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/agent-policies" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/agent-policies" ><span class="devsite-nav-text" tooltip>Use agent policies (GA)</span></a></li><li class="devsite-nav-item devsite-nav-beta"><a href="/logging/docs/agent/ops-agent/managing-agent-policies" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/managing-agent-policies" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/managing-agent-policies" ><span class="devsite-nav-text" tooltip>Use agent policies (beta)</span><span class="devsite-nav-icon material-icons" data-icon="beta" data-title="Beta" aria-hidden="true"></span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/fleet-installation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/fleet-installation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/fleet-installation" ><span class="devsite-nav-text" tooltip>Install the Ops Agent on a fleet of VMs using automation tools</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/installation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/installation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/installation" ><span class="devsite-nav-text" tooltip>Install the Ops Agent on individual VMs</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Manage the Ops Agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/authorization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/authorization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/authorization" ><span class="devsite-nav-text" tooltip>Authorize the Ops Agent</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/configuration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/configuration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/configuration" ><span class="devsite-nav-text" tooltip>Configure the Ops Agent</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/rotate-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/rotate-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/rotate-logs" ><span class="devsite-nav-text" tooltip>Use log rotation for Ops Agent self logs</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/manage-policies-auto-install" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/manage-policies-auto-install" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/manage-policies-auto-install" ><span class="devsite-nav-text" tooltip>Manage VMs covered the Ops Agent OS policy</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Collect logs from third-party applications</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/active_directory_ds" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/active_directory_ds" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/active_directory_ds" ><span class="devsite-nav-text" tooltip>Active Directory Domain Services (AD DS)</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/aerospike" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/aerospike" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/aerospike" ><span class="devsite-nav-text" tooltip>Aerospike</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/activemq" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/activemq" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/activemq" ><span class="devsite-nav-text" tooltip>Apache ActiveMQ</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/cassandra" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/cassandra" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/cassandra" ><span class="devsite-nav-text" tooltip>Apache Cassandra</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/couchdb" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/couchdb" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/couchdb" ><span class="devsite-nav-text" tooltip>Apache CouchDB</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/flink" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/flink" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/flink" ><span class="devsite-nav-text" tooltip>Apache Flink</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/hadoop" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/hadoop" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/hadoop" ><span class="devsite-nav-text" tooltip>Apache Hadoop</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/hbase" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/hbase" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/hbase" ><span class="devsite-nav-text" tooltip>Apache HBase</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/kafka" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/kafka" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/kafka" ><span class="devsite-nav-text" tooltip>Apache Kafka</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/solr" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/solr" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/solr" ><span class="devsite-nav-text" tooltip>Apache Solr</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/tomcat" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/tomcat" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/tomcat" ><span class="devsite-nav-text" tooltip>Apache Tomcat</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/apache" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/apache" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/apache" ><span class="devsite-nav-text" tooltip>Apache Web Server (httpd)</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/zookeeper" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/zookeeper" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/zookeeper" ><span class="devsite-nav-text" tooltip>Apache ZooKeeper</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/couchbase" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/couchbase" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/couchbase" ><span class="devsite-nav-text" tooltip>Couchbase</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/elasticsearch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/elasticsearch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/elasticsearch" ><span class="devsite-nav-text" tooltip>Elasticsearch</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/vault" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/vault" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/vault" ><span class="devsite-nav-text" tooltip>Hashicorp Vault</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/iis" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/iis" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/iis" ><span class="devsite-nav-text" tooltip>Internet Information Services</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/jetty" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/jetty" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/jetty" ><span class="devsite-nav-text" tooltip>Jetty</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/mariadb" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/mariadb" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/mariadb" ><span class="devsite-nav-text" tooltip>MariaDB</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/memcached" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/memcached" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/memcached" ><span class="devsite-nav-text" tooltip>Memcached</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/mongodb" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/mongodb" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/mongodb" ><span class="devsite-nav-text" tooltip>MongoDB</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/mysql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/mysql" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/mysql" ><span class="devsite-nav-text" tooltip>MySQL</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/nginx" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/nginx" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/nginx" ><span class="devsite-nav-text" tooltip>nginx</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/oracledb" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/oracledb" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/oracledb" ><span class="devsite-nav-text" tooltip>Oracle Database</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/postgresql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/postgresql" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/postgresql" ><span class="devsite-nav-text" tooltip>PostgreSQL</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/rabbitmq" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/rabbitmq" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/rabbitmq" ><span class="devsite-nav-text" tooltip>RabbitMQ</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/redis" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/redis" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/redis" ><span class="devsite-nav-text" tooltip>Redis</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/saphana" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/saphana" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/saphana" ><span class="devsite-nav-text" tooltip>SAP HANA</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/varnish" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/varnish" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/varnish" ><span class="devsite-nav-text" tooltip>Varnish HTTP Cache</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/third-party/wildfly" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/third-party/wildfly" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/third-party/wildfly" ><span class="devsite-nav-text" tooltip>WildFly</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Legacy Logging agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging" ><span class="devsite-nav-text" tooltip>Logging agent overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Install the Logging agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/logging/install-index" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging/install-index" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging/install-index" ><span class="devsite-nav-text" tooltip>All installation methods</span></a></li><li class="devsite-nav-item devsite-nav-beta"><a href="/logging/docs/agent/logging/managing-agent-policies" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging/managing-agent-policies" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging/managing-agent-policies" ><span class="devsite-nav-text" tooltip>Install the Logging agent on a fleet of VMs using agent policies</span><span class="devsite-nav-icon material-icons" data-icon="beta" data-title="Beta" aria-hidden="true"></span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/logging/fleet-installation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging/fleet-installation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging/fleet-installation" ><span class="devsite-nav-text" tooltip>Install the Logging agent on a fleet of VMs using automation tools</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/logging/installation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging/installation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging/installation" ><span class="devsite-nav-text" tooltip>Install the Logging agent on individual VMs</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Manage the Logging agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/logging/authorization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging/authorization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging/authorization" ><span class="devsite-nav-text" tooltip>Authorize the Logging agent</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/logging/configuration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging/configuration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging/configuration" ><span class="devsite-nav-text" tooltip>Configure the Logging agent</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/default-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/default-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/default-logs" ><span class="devsite-nav-text" tooltip>Default agent logs</span></a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item"><a href="/logging/docs/bindplane/on-premise-hybrid-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/bindplane/on-premise-hybrid-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/bindplane/on-premise-hybrid-logging" ><span class="devsite-nav-text" tooltip>Collect on-premises and multi-cloud logs</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/integrate/gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/integrate/gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/integrate/gke" ><span class="devsite-nav-text" tooltip>Collect Kubernetes Engine logs</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Write application logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/setup" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/setup" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/setup" ><span class="devsite-nav-text" tooltip>Logging libraries overview</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/integrate/dotnet" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/integrate/dotnet" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/integrate/dotnet" ><span class="devsite-nav-text" tooltip>C#: Use .NET logging frameworks or the API</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/setup/java" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/setup/java" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/setup/java" ><span class="devsite-nav-text" tooltip>Java: Use Logback or java.util.logging</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/setup/go" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/setup/go" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/setup/go" ><span class="devsite-nav-text" tooltip>Go: Use standard logging</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/setup/nodejs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/setup/nodejs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/setup/nodejs" ><span class="devsite-nav-text" tooltip>Node.js: Use Winston and Bunyan</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/setup/php" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/setup/php" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/setup/php" ><span class="devsite-nav-text" tooltip>PHP: Use PSR-3 logger</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/setup/python" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/setup/python" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/setup/python" ><span class="devsite-nav-text" tooltip>Python: Use standard logging</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/setup/ruby" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/setup/ruby" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/setup/ruby" ><span class="devsite-nav-text" tooltip>Ruby: Use the Stackdriver gem</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Control access</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/access-control" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/access-control" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/access-control" ><span class="devsite-nav-text" tooltip>Access control with IAM</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/log-scope/create-and-manage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/log-scope/create-and-manage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/log-scope/create-and-manage" ><span class="devsite-nav-text" tooltip>Configure a log scope</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/logs-views" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-views" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-views" ><span class="devsite-nav-text" tooltip>Configure log views on a log bucket</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/field-level-acl" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/field-level-acl" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/field-level-acl" ><span class="devsite-nav-text" tooltip>Configure field-level access</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/routing/managed-encryption-storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/routing/managed-encryption-storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/routing/managed-encryption-storage" ><span class="devsite-nav-text" tooltip>Configure CMEK for log buckets</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Configure default resource settings for Logging</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/default-settings" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/default-settings" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/default-settings" ><span class="devsite-nav-text" tooltip>Configure default resource settings</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/routing/managed-encryption" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/routing/managed-encryption" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/routing/managed-encryption" ><span class="devsite-nav-text" tooltip>Configure CMEK for Logging</span></a></li></ul></div></li> <li class="devsite-nav-item"><a href="/logging/docs/regionalized-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/regionalized-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/regionalized-logs" ><span class="devsite-nav-text" tooltip>Regionalize your logs</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Query, analyze, and view logs</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/log-analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/log-analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/log-analytics" ><span class="devsite-nav-text" tooltip>Query and view logs overview</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Logs Explorer: Query and view logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/view/logs-explorer-interface" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/logs-explorer-interface" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/logs-explorer-interface" ><span class="devsite-nav-text" tooltip>Logs Explorer overview</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/view/building-queries" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/building-queries" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/building-queries" ><span class="devsite-nav-text" tooltip>Build queries using the Logging query language</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/view/summarize-log-entries-gemini" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/summarize-log-entries-gemini" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/summarize-log-entries-gemini" ><span class="devsite-nav-text" tooltip>Summarize log entries with Gemini assistance</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/view/correlate-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/correlate-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/correlate-logs" ><span class="devsite-nav-text" tooltip>Correlate log entries</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/analyze/find-logs-error-groups" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/find-logs-error-groups" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/find-logs-error-groups" ><span class="devsite-nav-text" tooltip>Find log entries with error groups</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/view/logging-query-language" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/logging-query-language" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/logging-query-language" ><span class="devsite-nav-text" tooltip>Logging query language</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Sample queries and examples</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/view/query-library" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/query-library" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/query-library" ><span class="devsite-nav-text" tooltip>Sample queries</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/log4j2-vulnerability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/log4j2-vulnerability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/log4j2-vulnerability" ><span class="devsite-nav-text" tooltip>Example: Detect Log4Shell security exploits</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Log Analytics: Query and analyze logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/analyze/query-and-view" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/query-and-view" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/query-and-view" ><span class="devsite-nav-text" tooltip>Query and analyze logs in Log Analytics</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/analyze/charts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/charts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/charts" ><span class="devsite-nav-text" tooltip>Chart SQL query results</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/analyze/save-share-query" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/save-share-query" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/save-share-query" ><span class="devsite-nav-text" tooltip>Save and share SQL queries</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Analytics views</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-preview"><a href="/logging/docs/analyze/about-analytics-views" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/about-analytics-views" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/about-analytics-views" ><span class="devsite-nav-text" tooltip>About analytics views</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/logging/docs/analyze/create-and-manage-analytics-views" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/create-and-manage-analytics-views" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/create-and-manage-analytics-views" ><span class="devsite-nav-text" tooltip>Create, query, and manage analytics views</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Sample queries and examples</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/analyze/examples" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/examples" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/examples" ><span class="devsite-nav-text" tooltip>Sample SQL queries</span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/logging/docs/analyze/log-volume" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/log-volume" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/log-volume" ><span class="devsite-nav-text" tooltip>Analyze log volume</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li><li class="devsite-nav-item"><a href="/logging/docs/analyze/analyze-audit-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/analyze-audit-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/analyze-audit-logs" ><span class="devsite-nav-text" tooltip>SQL queries for security insights</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Create alerts or use BigQuery</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/analyze/query-linked-dataset" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/query-linked-dataset" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/query-linked-dataset" ><span class="devsite-nav-text" tooltip>Query a linked BigQuery dataset</span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/logging/docs/analyze/sql-in-alerting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/sql-in-alerting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/sql-in-alerting" ><span class="devsite-nav-text" tooltip>Monitor your SQL query results with an alerting policy</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/logging/docs/analyze/troubleshoot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/troubleshoot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/troubleshoot" ><span class="devsite-nav-text" tooltip>Troubleshoot Log Analytics configuration</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>View logs in supported destinations</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/export/using_exported_logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/using_exported_logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/using_exported_logs" ><span class="devsite-nav-text" tooltip>View logs routed to Logging buckets</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/export/bigquery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/bigquery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/bigquery" ><span class="devsite-nav-text" tooltip>View logs routed to BigQuery</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/export/storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/storage" ><span class="devsite-nav-text" tooltip>View logs routed to Cloud Storage</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/export/pubsub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/pubsub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/pubsub" ><span class="devsite-nav-text" tooltip>View logs routed to Pub/Sub</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Visualize, stream, and monitor logs</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/view/dashboard" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/dashboard" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/dashboard" ><span class="devsite-nav-text" tooltip>Visualize log severity and error metrics</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/view/streaming-live-tailing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/streaming-live-tailing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/streaming-live-tailing" ><span class="devsite-nav-text" tooltip>Stream and tail log entries</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Monitor your logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/alerting/monitoring-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/alerting/monitoring-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/alerting/monitoring-logs" ><span class="devsite-nav-text" tooltip>Monitor your logs overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Create metrics from logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics" ><span class="devsite-nav-text" tooltip>Log-based metrics overview</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics/view_your_log_based_metrics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics/view_your_log_based_metrics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics/view_your_log_based_metrics" ><span class="devsite-nav-text" tooltip>List and chart log-based metrics</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics/bucket-lbm" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics/bucket-lbm" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics/bucket-lbm" ><span class="devsite-nav-text" tooltip>Bucket-scoped log-based metrics</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics/counter-metrics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics/counter-metrics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics/counter-metrics" ><span class="devsite-nav-text" tooltip>Configure counter metrics</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics/distribution-metrics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics/distribution-metrics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics/distribution-metrics" ><span class="devsite-nav-text" tooltip>Configure distribution metrics</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics/labels" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics/labels" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics/labels" ><span class="devsite-nav-text" tooltip>Configure labels on log-based metrics</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics/charts-and-alerts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics/charts-and-alerts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics/charts-and-alerts" ><span class="devsite-nav-text" tooltip>Configure notifications for log-based metrics</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Create alerting policies that monitor logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/alerting/log-based-alerts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/alerting/log-based-alerts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/alerting/log-based-alerts" ><span class="devsite-nav-text" tooltip>Configure log-based alerting policies</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/alerting/log-based-incidents" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/alerting/log-based-incidents" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/alerting/log-based-incidents" ><span class="devsite-nav-text" tooltip>Manage incidents for log-based alerting policies</span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/logging/docs/alerting/sql-based-incidents" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/alerting/sql-based-incidents" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/alerting/sql-based-incidents" ><span class="devsite-nav-text" tooltip>Manage incidents for SQL-based alerting policies</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Route and store logs</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/routing/overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/routing/overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/routing/overview" ><span class="devsite-nav-text" tooltip>Routing and storage overview</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/buckets" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/buckets" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/buckets" ><span class="devsite-nav-text" tooltip>Configure log buckets</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/manage-log-buckets-with-tags" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/manage-log-buckets-with-tags" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/manage-log-buckets-with-tags" ><span class="devsite-nav-text" tooltip>Manage log buckets by using Tags</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Configure log sinks</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/export/configure_export_v2" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/configure_export_v2" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/configure_export_v2" ><span class="devsite-nav-text" tooltip>Route logs to supported destinations</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/routing/user-managed-service-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/routing/user-managed-service-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/routing/user-managed-service-accounts" ><span class="devsite-nav-text" tooltip>Configure log sinks with user-managed service accounts</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/export/third_party" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/third_party" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/third_party" ><span class="devsite-nav-text" tooltip>Route logs to third-party destinations</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Configure sinks for folders and organizations</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/export/aggregated_sinks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/aggregated_sinks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/aggregated_sinks" ><span class="devsite-nav-text" tooltip>Collate and route organization-level logs to supported destinations</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/central-log-storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/central-log-storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/central-log-storage" ><span class="devsite-nav-text" tooltip>Aggregate and store your organization's logs</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Set up advanced log storage</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/analyze/custom-index" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/custom-index" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/custom-index" ><span class="devsite-nav-text" tooltip>Configure custom indexing</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/routing/copy-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/routing/copy-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/routing/copy-logs" ><span class="devsite-nav-text" tooltip>Batch and route logs retroactively</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Cloud Audit Logs</span> </div></li> <li class="devsite-nav-item"><a href="/logging/docs/audit" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit" ><span class="devsite-nav-text" tooltip>Cloud Audit Logs overview</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/audit/services" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/services" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/services" ><span class="devsite-nav-text" tooltip>Services with audit logs</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/audit/configure-data-access" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/configure-data-access" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/configure-data-access" ><span class="devsite-nav-text" tooltip>Enable Data Access audit logs</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Audit logs in depth</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/audit/understanding-audit-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/understanding-audit-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/understanding-audit-logs" ><span class="devsite-nav-text" tooltip>Understand audit logs</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/audit/split-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/split-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/split-logs" ><span class="devsite-nav-text" tooltip>Split log entries</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/audit/best-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/best-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/best-practices" ><span class="devsite-nav-text" tooltip>Best practices</span></a></li></ul></div></li> <li class="devsite-nav-item"><a href="/logging/docs/audit-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit-logging" ><span class="devsite-nav-text" tooltip>Cloud Logging audit logs</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Google Workspace audit logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/audit/gsuite-audit-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/gsuite-audit-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/gsuite-audit-logging" ><span class="devsite-nav-text" tooltip>Workspace audit logs overview</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/audit/configure-gsuite-audit-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/configure-gsuite-audit-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/configure-gsuite-audit-logs" ><span class="devsite-nav-text" tooltip>View and manage Workspace audit logs</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/audit/gsuite-login-samples" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/gsuite-login-samples" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/gsuite-login-samples" ><span class="devsite-nav-text" tooltip>Login Audit samples</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Audit logs datatypes</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>AuditLog</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Types</span> </div></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/auditlog/rest/Shared.Types/AuditLog" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/auditlog/rest/Shared.Types/AuditLog" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/auditlog/rest/Shared.Types/AuditLog" ><span class="devsite-nav-text" tooltip>AuditLog</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/auditlog/rest/Shared.Types/PolicyType" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/auditlog/rest/Shared.Types/PolicyType" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/auditlog/rest/Shared.Types/PolicyType" ><span class="devsite-nav-text" tooltip>PolicyType</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>App Engine AuditData</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Types</span> </div></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/ApiConfigHandler" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/ApiConfigHandler" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/ApiConfigHandler" ><span class="devsite-nav-text" tooltip>ApiConfigHandler</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/ApiEndpointHandler" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/ApiEndpointHandler" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/ApiEndpointHandler" ><span class="devsite-nav-text" tooltip>ApiEndpointHandler</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/AuditData" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/AuditData" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/AuditData" ><span class="devsite-nav-text" tooltip>AuditData</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/AuthFailAction" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/AuthFailAction" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/AuthFailAction" ><span class="devsite-nav-text" tooltip>AuthFailAction</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/ErrorCode" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/ErrorCode" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/ErrorCode" ><span class="devsite-nav-text" tooltip>ErrorCode</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/FileInfo" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/FileInfo" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/FileInfo" ><span class="devsite-nav-text" tooltip>FileInfo</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/InboundServiceType" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/InboundServiceType" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/InboundServiceType" ><span class="devsite-nav-text" tooltip>InboundServiceType</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/LoginRequirement" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/LoginRequirement" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/LoginRequirement" ><span class="devsite-nav-text" tooltip>LoginRequirement</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/RedirectHttpResponseCode" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/RedirectHttpResponseCode" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/RedirectHttpResponseCode" ><span class="devsite-nav-text" tooltip>RedirectHttpResponseCode</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/RolloutStrategy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/RolloutStrategy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/RolloutStrategy" ><span class="devsite-nav-text" tooltip>RolloutStrategy</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/SecurityLevel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/SecurityLevel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/SecurityLevel" ><span class="devsite-nav-text" tooltip>SecurityLevel</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/ServingStatus" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/ServingStatus" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/ServingStatus" ><span class="devsite-nav-text" tooltip>ServingStatus</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/appengine/rest/Shared.Types/ShardBy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/appengine/rest/Shared.Types/ShardBy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/appengine/rest/Shared.Types/ShardBy" ><span class="devsite-nav-text" tooltip>ShardBy</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>App Engine AuditData (legacy)</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Types</span> </div></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/ae_legacy/rest/Shared.Types/AuditData" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/ae_legacy/rest/Shared.Types/AuditData" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/ae_legacy/rest/Shared.Types/AuditData" ><span class="devsite-nav-text" tooltip>AuditData</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>BigQuery AuditData</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Types</span> </div></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/bigquery/rest/Shared.Types/AuditData" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/bigquery/rest/Shared.Types/AuditData" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/bigquery/rest/Shared.Types/AuditData" ><span class="devsite-nav-text" tooltip>AuditData</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/bigquery/rest/Shared.Types/LogType" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/bigquery/rest/Shared.Types/LogType" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/bigquery/rest/Shared.Types/LogType" ><span class="devsite-nav-text" tooltip>LogType</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>IAM AuditData</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Types</span> </div></li><li class="devsite-nav-item"><a href="/logging/docs/reference/audit/iam/rest/Shared.Types/AuditData" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/reference/audit/iam/rest/Shared.Types/AuditData" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/reference/audit/iam/rest/Shared.Types/AuditData" ><span class="devsite-nav-text" tooltip>AuditData</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Troubleshoot</span> </div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Troubleshoot collecting and writing logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Troubleshoot the Ops Agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/troubleshooting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/troubleshooting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/troubleshooting" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/troubleshoot-find-info" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/troubleshoot-find-info" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/troubleshoot-find-info" ><span class="devsite-nav-text" tooltip>Find troubleshooting information</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/troubleshoot-credentials" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/troubleshoot-credentials" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/troubleshoot-credentials" ><span class="devsite-nav-text" tooltip>Troubleshoot credentials</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/troubleshoot-install-startup" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/troubleshoot-install-startup" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/troubleshoot-install-startup" ><span class="devsite-nav-text" tooltip>Troubleshoot installation and start-up</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/agent/ops-agent/troubleshoot-run-ingest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/ops-agent/troubleshoot-run-ingest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/ops-agent/troubleshoot-run-ingest" ><span class="devsite-nav-text" tooltip>Troubleshoot data ingestion</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/logging/docs/agent/logging/troubleshooting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/agent/logging/troubleshooting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/agent/logging/troubleshooting" ><span class="devsite-nav-text" tooltip>Troubleshoot the Logging agent</span></a></li></ul></div></li> <li class="devsite-nav-item"><a href="/logging/docs/export/troubleshoot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/export/troubleshoot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/export/troubleshoot" ><span class="devsite-nav-text" tooltip>Troubleshoot routing and storage</span></a></li> <li class="devsite-nav-item"><a href="/logging/docs/routing/troubleshoot-cmek-orgs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/routing/troubleshoot-cmek-orgs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/routing/troubleshoot-cmek-orgs" ><span class="devsite-nav-text" tooltip>Troubleshoot CMEK and default settings</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Troubleshoot monitoring logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/alerting/troubleshooting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/alerting/troubleshooting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/alerting/troubleshooting" ><span class="devsite-nav-text" tooltip>Troubleshoot log-based alerting policies</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/logs-based-metrics/troubleshooting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/logs-based-metrics/troubleshooting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/logs-based-metrics/troubleshooting" ><span class="devsite-nav-text" tooltip>Troubleshoot log-based metrics</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Troubleshoot querying and viewing logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/logging/docs/view/troubleshoot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/troubleshoot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/troubleshoot" ><span class="devsite-nav-text" tooltip>Troubleshoot Logs Explorer</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/view/troubleshoot-lql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/view/troubleshoot-lql" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/view/troubleshoot-lql" ><span class="devsite-nav-text" tooltip>Troubleshoot Logging query language</span></a></li><li class="devsite-nav-item"><a href="/logging/docs/analyze/troubleshoot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/analyze/troubleshoot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/analyze/troubleshoot" ><span class="devsite-nav-text" tooltip>Troubleshoot Log Analytics</span></a></li></ul></div></li> <li class="devsite-nav-item"><a href="/logging/docs/audit/troubleshooting-faq-gsuite" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/audit/troubleshooting-faq-gsuite" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/audit/troubleshooting-faq-gsuite" ><span class="devsite-nav-text" tooltip>Troubleshoot Workspace audit logs</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Other Google Cloud Observability documentation</span> </div></li> <li class="devsite-nav-item"><a href="/stackdriver/docs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /stackdriver/docs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/stackdriver/docs" ><span class="devsite-nav-text" tooltip>Google Cloud Observability</span></a></li> <li class="devsite-nav-item"><a href="/monitoring/docs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /monitoring/docs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/monitoring/docs" ><span class="devsite-nav-text" tooltip>Cloud Monitoring</span></a></li> <li class="devsite-nav-item"><a href="/error-reporting/docs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /error-reporting/docs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/error-reporting/docs" ><span class="devsite-nav-text" tooltip>Error Reporting</span></a></li> <li class="devsite-nav-item"><a href="/trace/docs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /trace/docs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/trace/docs" ><span class="devsite-nav-text" tooltip>Cloud Trace</span></a></li> <li class="devsite-nav-item"><a href="/profiler/docs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /profiler/docs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/profiler/docs" ><span class="devsite-nav-text" tooltip>Cloud Profiler</span></a></li> </ul> <ul class="devsite-nav-list" menu="Technology areas" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/docs/ai-ml" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI and ML" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI and ML </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/application-development" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application development" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application development </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/application-hosting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application hosting" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application hosting </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/compute-area" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/data" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data analytics and pipelines" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data analytics and pipelines </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/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"> <span class="devsite-nav-text" tooltip > Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/dhm-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Distributed, hybrid, and multicloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Distributed, hybrid, and multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/generative-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Generative AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Generative AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/industry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Industry solutions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Industry solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/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"> <span class="devsite-nav-text" tooltip > Networking </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/observability" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Observability and monitoring" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Observability and monitoring </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Storage </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Cross-product tools" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/docs/access-resources" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Access and resources management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Access and resources management </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/costs-usage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Costs and usage management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Costs and usage management </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/devtools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud SDK, languages, frameworks, and tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud SDK, languages, frameworks, and tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/iac" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Infrastructure as code" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Infrastructure as code </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migration </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Related sites" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Home" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Home </span> </a> </li> <li class="devsite-nav-item"> <a href="/free" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Free Trial and Free Tier" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Free Trial and Free Tier </span> </a> </li> <li class="devsite-nav-item"> <a href="/architecture" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Architecture Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Architecture Center </span> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/blog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Blog" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Blog </span> </a> </li> <li class="devsite-nav-item"> <a href="/contact" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Sales" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Contact Sales </span> </a> </li> <li class="devsite-nav-item"> <a href="/developers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Developer Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Developer Center </span> </a> </li> <li class="devsite-nav-item"> <a href="https://developers.google.com/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Developer Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Developer Center </span> </a> </li> <li class="devsite-nav-item"> <a href="https://console.cloud.google.com/marketplace" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Marketplace </span> </a> </li> <li class="devsite-nav-item"> <a href="/marketplace/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace Documentation" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Marketplace Documentation </span> </a> </li> <li class="devsite-nav-item"> <a href="https://www.cloudskillsboost.google/paths" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Skills Boost" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Skills Boost </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Solution Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Solution Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/support-hub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Support" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Support </span> </a> </li> <li class="devsite-nav-item"> <a href="https://www.youtube.com/@googlecloudtech" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Tech Youtube Channel" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Tech Youtube Channel </span> </a> </li> </ul> </div> </div> </nav> </devsite-book-nav> <section id="gc-wrapper"> <main role="main" id="main-content" class="devsite-main-content" has-book-nav has-sidebar > <div class="devsite-sidebar"> <div class="devsite-sidebar-content"> <devsite-toc class="devsite-nav" role="navigation" aria-label="On this page" depth="2" scrollbars ></devsite-toc> <devsite-recommendations-sidebar class="nocontent devsite-nav"> </devsite-recommendations-sidebar> </div> </div> <devsite-content> <article class="devsite-article"> <div class="devsite-article-meta nocontent" role="navigation"> <ul class="devsite-breadcrumb-list" aria-label="Breadcrumb"> <li class="devsite-breadcrumb-item "> <a href="https://cloud.google.com/" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="1" track-type="globalNav" track-name="breadcrumb" track-metadata-position="1" track-metadata-eventdetail="Google Cloud" > Home </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://cloud.google.com/stackdriver/docs" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="2" track-type="globalNav" track-name="breadcrumb" track-metadata-position="2" track-metadata-eventdetail="Google Cloud Observability" > Google Cloud Observability </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://cloud.google.com/logging/docs" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="3" track-type="globalNav" track-name="breadcrumb" track-metadata-position="3" track-metadata-eventdetail="Cloud Logging" > Logging </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://cloud.google.com/logging/docs" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="4" track-type="globalNav" track-name="breadcrumb" track-metadata-position="4" track-metadata-eventdetail="Cloud Logging" > Documentation </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://cloud.google.com/logging/docs/overview" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="5" track-type="globalNav" track-name="breadcrumb" track-metadata-position="5" track-metadata-eventdetail="" > Guides </a> </li> </ul> <devsite-thumb-rating position="header"> </devsite-thumb-rating> </div> <devsite-feedback position="header" project-name="Cloud Logging" product-id="714033" bucket="Documentation" context="Logging docs feedback link" version="t-devsite-webserver-20250211-r00-rc00.466928320959134316" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="header" class="nocontent" project-icon="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/favicons/onecloud/super_cloud.png" > <button> Send feedback </button> </devsite-feedback> <h1 class="devsite-page-title" tabindex="-1"> About analytics views </h1> <devsite-feature-tooltip ack-key="AckCollectionsBookmarkTooltipDismiss" analytics-category="Site-Wide Custom Events" analytics-action-show="Callout Profile displayed" analytics-action-close="Callout Profile dismissed" analytics-label="Create Collection Callout" class="devsite-page-bookmark-tooltip nocontent" dismiss-button="true" id="devsite-collections-dropdown" dismiss-button-text="Dismiss" close-button-text="Got it"> <devsite-bookmark></devsite-bookmark> <span slot="popout-heading"> Stay organized with collections </span> <span slot="popout-contents"> Save and categorize content based on your preferences. </span> </devsite-feature-tooltip> <div class="devsite-page-title-meta"><devsite-view-release-notes></devsite-view-release-notes></div> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded > </devsite-toc> <div class="devsite-article-body clearfix "> <aside class="beta"> <p> <strong> Preview </strong> </p> <p> This product or feature is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the <a href="/terms/service-terms#1" track-type="commonIncludes">Service Specific Terms</a>. Pre-GA products and features are available "as is" and might have limited support. For more information, see the <a href="/products#product-launch-stages" track-type="commonIncludes">launch stage descriptions</a>. </p> </aside> <p>This document describes analytics views and when you might want to create them. It also describes the differences between analytics views and concepts that you might be familiar with, like log views and saved queries.</p> <p>To learn how to create, query, and manage your analytics views, see <a href="/logging/docs/analyze/create-and-manage-analytics-views">Create and query analytics views</a>.</p> <h2 id="overview" data-text="Overview" tabindex="-1">Overview</h2> <p>An <em>analytics view</em> is a resource that can be queried. This resource contains a SQL query, which queries one or more log views.</p> <p>A <a href="/logging/docs/logs-views">log view</a> on a <a href="/logging/docs/routing/overview#buckets">log bucket</a> controls which log entries in the log bucket that you can see. You can query the log view with the Logs Explorer and the <b>Log Analytics</b> pages. In both cases, the format of the data being queried is determined by the <a href="/logging/docs/reference/v2/rest/v2/LogEntry"><code translate="no" dir="ltr">LogEntry</code></a> data structure.</p> <p>The SQL query contained by an analytics view lets you transform the log data in one or more log views to a custom format. That is, you can filter which log entries in the log view contribute to the query result, and you define the columns of the result. For example, you might discard columns, move data from a nested JSON field to a column, or add columns.</p> <p>Analytics views aren't <a href="/bigquery/docs/materialized-views-intro">materialized views</a>. An analytics view isn't a precomputed view that periodically caches queryresults. Therefore, querying an analytics view is equivalent to querying the log views that the analytics view queries.</p> <p>Both an analytics view and a <a href="/logging/docs/analyze/save-share-query">saved-query</a> contain a SQL query. However, an analytics view is a resource that can be queried. You can rerun a saved query, but you can't query the result of a saved query.</p> <h3 id="types" data-text="Types of analytics views" tabindex="-1">Types of analytics views</h3> <p>There are two types of analytics views: user-defined and system-defined:</p> <ul> <li><p><em>User-defined analytics views</em> are any analytics views that you create. You can query, edit, and delete user-defined analytics views.</p></li> <li><p><em>System-defined analytics views</em> are analytics views created by Google Cloud services. You can query user-defined analytics views. However, you can't edit or delete them.</p></li> </ul> <p>For information about listing the analytics views in your Google Cloud project, see <a href="/logging/docs/analyze/create-and-manage-analytics-views#list">List analytics views</a>.</p> <h3 id="location" data-text="Location of analytics views" tabindex="-1">Location of analytics views</h3> <p>The location of an analytics view is determined by the location of the resources it queries. For example, if an analytics view queries a log view that is in the <code translate="no" dir="ltr">global</code> location, then the location of the analytics view must also be <code translate="no" dir="ltr">global</code>. When you use the Google Cloud console to create an analytics view, the location is set automatically.</p> <h2 id="benefits" data-text="Benefits of analytics views" tabindex="-1">Benefits of analytics views</h2> <p>There primary benefit of an analytics views is that you can transform your log data and create a consistent schema for other queries. However, you might also find that by creating an analytics view you can reduce the effort you spend in writing queries or improve the structure of your queries. Because analytics views aren't materialized views, their use doesn't necessarily reduce query time.</p> <h3 id="example-transform" data-text="Example: Data transformation" tabindex="-1">Example: Data transformation</h3> <p>Assume you are analyzing network performance by using VPC Flow Logs. You need to analyze the overall networking performance and also be able to identify specific networks, IP addresses, or hosts. Unfortunately, the information that you need is contained within nested fields in the <code translate="no" dir="ltr">json_payload</code> field of a log entry.</p> <p>To extract this information from the log entries, you write the following query and then save the query as an analytics view named <code translate="no" dir="ltr">network_details</code>:</p> <div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="SQL"><code translate="no" dir="ltr"><span class="devsite-syntax-k">SELECT</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">resource</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">labels</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">subnetwork_name</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">subnetwork_name</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">src_instance</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">vm_name</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">vm_name</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-k">connection</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">src_ip</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">src_ip</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-k">connection</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">src_port</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">src_port</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-k">connection</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">dest_ip</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">dest_ip</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-k">connection</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">dest_port</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">dest_port</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">CAST</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">bytes_sent</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">INT64</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">bytes_sent</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">CAST</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">packets_sent</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">INT64</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">packets_sent</span> <span class="devsite-syntax-k">FROM</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-o">`</span><var translate="no"><span class="devsite-syntax-n">TABLE_NAME_OF_LOG_VIEW</span></var><span class="devsite-syntax-o">`</span> <span class="devsite-syntax-k">WHERE</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">log_id</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-ss">"compute.googleapis.com/vpc_flows"</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AND</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">SEARCH</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">reporter</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-ss">"SRC"</span><span class="devsite-syntax-p">)</span> </code></pre></devsite-code> <p>When you want to analyze the network performance, you can now query your analytics view. For example, if you are only interested in the name of the instance and the amount of data sent, then you might write the following query:</p> <div></div><devsite-code><pre class="devsite-click-to-copy devsite-disable-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="SQL"><code translate="no" dir="ltr"><span class="devsite-syntax-k">SELECT</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">vm_name</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">bytes_sent</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">packets_sent</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-k">FROM</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-o">`</span><span class="devsite-syntax-n">analytics_view</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">my_project</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-k">global</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">network_details</span><span class="devsite-syntax-o">`</span> <span class="devsite-syntax-k">ORDER</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">BY</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">bytes_sent</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">DESC</span> <span class="devsite-syntax-k">LIMIT</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-mi">100</span> </code></pre></devsite-code> <h3 id="example-api-latency" data-text="Example: Base query for API latency analysis" tabindex="-1">Example: Base query for API latency analysis</h3> <p>Assume you are tasked with evaluating and summarizing the latency of requests for one-week intervals. Other teams will use the weekly performance analysis data as a basis for other analyses.</p> <p>The analytics view that you create, and which can be queried by other teams, reports the minimum, maximum, and average latency of completed requests as recorded by log entries in a specific log view:</p> <div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="SQL"><code translate="no" dir="ltr"><span class="devsite-syntax-k">SELECT</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">week</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-k">MIN</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">took_ms</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">min</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">MAX</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">took_ms</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AS</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">max</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AVG</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">took_ms</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AS</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">avg</span> <span class="devsite-syntax-k">FROM</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-p">(</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">SELECT</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">TIMESTAMP_TRUNC</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-k">timestamp</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">WEEK</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AS</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">week</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">CAST</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-s1">'$."http.resp.took_ms"'</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AS</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">INT64</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">as</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">took_ms</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">FROM</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-o">`</span><var translate="no"><span class="devsite-syntax-n">TABLE_NAME_OF_LOG_VIEW</span></var><span class="devsite-syntax-o">`</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">WHERE</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">IS</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">NOT</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">NULL</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AND</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">SEARCH</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">labels</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-ss">"frontend"</span><span class="devsite-syntax-p">)</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">AND</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">JSON_VALUE</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">json_payload</span><span class="devsite-syntax-p">.</span><span class="devsite-syntax-n">message</span><span class="devsite-syntax-p">)</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-ss">"request complete"</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">ORDER</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">BY</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">took_ms</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">DESC</span><span class="devsite-syntax-p">,</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">timestamp</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">ASC</span> <span class="devsite-syntax-p">)</span> <span class="devsite-syntax-k">GROUP</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">BY</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">week</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">ORDER</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-k">BY</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-n">week</span> </code></pre></devsite-code> <h2 id="permissions" data-text="Required IAM roles and permissions" tabindex="-1">Required IAM roles and permissions</h2> <aside class="note"><strong>Note:</strong><span> There are no predefined Cloud Logging Identity and Access Management (IAM) roles that contain the permissions required to create or query an analytics view.</span></aside> <p>Because analytics views query log views, to create and query analytics views, your IAM roles must also let you query log views and use Log Analytics. This section lists the IAM roles required to create analytics views, and those required to query log views and to use Log Analytics:</p> <ul> <li> <p> To get the permissions that you need to create, manage, and use analytics views, ask your administrator to grant you the <a href="https://cloud.google.com/iam/docs/understanding-roles#observability.analyticsUser">Observability Analytics User </a> (<code translate="no" dir="ltr">roles/observability.analyticsUser</code>) IAM role on your project. </p> <p> This predefined role contains the permissions required to create, manage, and use analytics views. To see the exact permissions that are required, expand the <strong>Required permissions</strong> section: </p> <devsite-expandable> <h4 class="showalways" id="required-permissions" data-text="Required permissions" tabindex="-1">Required permissions</h4> <p>The following permissions are required to create, manage, and use analytics views:</p> <ul> <li> <code translate="no" dir="ltr"> observability.analyticsViews.get </code> </li> <li> <code translate="no" dir="ltr"> observability.analyticsViews.list </code> </li> <li> <code translate="no" dir="ltr"> observability.analyticsViews.create </code> </li> <li> <code translate="no" dir="ltr"> observability.analyticsViews.update </code> </li> <li> <code translate="no" dir="ltr"> observability.analyticsViews.delete</code> </li> </ul> </devsite-expandable> </li> </ul> <ul> <li> <p> To get the permissions that you need to query a log view and to use Log Analytics, ask your administrator to grant you the following IAM roles on your project: </p> <ul> <li> To query the <code translate="no" dir="ltr">_Required</code> and <code translate="no" dir="ltr">_Default</code> log buckets: <a href="https://cloud.google.com/iam/docs/understanding-roles#logging.viewer">Logs Viewer </a> (<code translate="no" dir="ltr">roles/logging.viewer</code>) </li> <li> To query all log views in a project: <a href="https://cloud.google.com/iam/docs/understanding-roles#logging.viewAccessor">Logs View Accessor </a> (<code translate="no" dir="ltr">roles/logging.viewAccessor</code>) </li> </ul> <p> </p> <p>You can restrict a principal to a specific log view either by adding an IAM condition to the Logs View Accessor role grant made at the project level, or by adding an IAM binding to the policy file of the log view. For more information, see <a href="/logging/docs/logs-views#about-iam-policies">Control access to a log view</a>.</p> <p>For information about additional roles that you need to query views on user-defined buckets or to query the <code translate="no" dir="ltr">_AllLogs</code> view of the <code translate="no" dir="ltr">_Default</code> log bucket, see <a href="/logging/docs/access-control#considerations">Cloud Logging roles</a>.</p></li> </ul> <h2 id="limitations" data-text="Limitations" tabindex="-1">Limitations</h2> <p>The following limitations apply to analytics views:</p> <ul> <li>An analytics view can't query another analytics view.</li> <li>An analytics view can query multiple log views. However, the log buckets that host the queried log views must be in one location. For example, suppose you have two log buckets, one in <code translate="no" dir="ltr">us-east1</code> and the other in <code translate="no" dir="ltr">asia-east1</code>. You can't create a analytics view that queries log views on those log buckets.</li> <li>The parent resource of an analytics view must be a Google Cloud project. You can't create an analytics view in folders or organizations.</li> <li>Linked datasets aren't supported for analytics views. Therefore, you can query analytics views only by using the <b>Log Analytics</b> page. Also, you must run those queries on the default Cloud Logging service.</li> <li>There is no API support for creating or managing analytics views.</li> <li><p>The following limits apply to analytics views:</p> <ul> <li>Maximum number of analytics views per Google Cloud project: 100</li> <li>Per Google Cloud project, the maximum number of analytics views per region: 50</li> <li>Per Google Cloud project, the maximum number of regions that can store analytics views: 10</li> </ul></li> </ul> <h2 id="whats-next" data-text="What's next" tabindex="-1">What's next</h2> <ul> <li><a href="/logging/docs/analyze/create-and-manage-analytics-views">Create and query analytics views</a></li> <li><a href="/logging/docs/log-analytics">Query and analyze logs overview</a></li> <li><a href="/logging/docs/analyze/save-share-query">Save and share a SQL query</a></li> </ul> <devsite-hats-survey class="nocontent" hats-id="mwETRvWii0eU5NUYprb0Y9z5GVbc" listnr-id="83405"></devsite-hats-survey> </div> <devsite-thumb-rating position="footer"> </devsite-thumb-rating> <devsite-feedback position="footer" project-name="Cloud Logging" product-id="714033" bucket="Documentation" context="Logging docs feedback link" version="t-devsite-webserver-20250211-r00-rc00.466928320959134316" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="footer" class="nocontent" project-icon="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/favicons/onecloud/super_cloud.png" > <button> Send feedback </button> </devsite-feedback> <div class="devsite-floating-action-buttons"> </div> </article> <devsite-content-footer class="nocontent"> <p>Except as otherwise noted, the content of this page is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 License</a>, and code samples are licensed under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache 2.0 License</a>. For details, see the <a href="https://developers.google.com/site-policies">Google Developers Site Policies</a>. Java is a registered trademark of Oracle and/or its affiliates.</p> <p>Last updated 2025-02-14 UTC.</p> </devsite-content-footer> <devsite-notification > </devsite-notification> <div class="devsite-content-data"> <template class="devsite-thumb-rating-feedback"> <devsite-feedback position="thumb-rating" project-name="Cloud Logging" product-id="714033" bucket="Documentation" context="Logging docs feedback link" version="t-devsite-webserver-20250211-r00-rc00.466928320959134316" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="thumb-rating" class="nocontent" project-icon="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/favicons/onecloud/super_cloud.png" > <button> Need to tell us more? </button> </devsite-feedback> </template> <template class="devsite-content-data-template"> [[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-02-14 UTC."],[],[]] </template> </div> </devsite-content> </main> <devsite-footer-promos class="devsite-footer"> </devsite-footer-promos> <devsite-footer-linkboxes class="devsite-footer"> <nav class="devsite-footer-linkboxes nocontent" aria-label="Footer links"> <ul class="devsite-footer-linkboxes-list"> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Why Google</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/why-google-cloud/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-child_headline="why google"track-metadata-module="footer"track-metadata-position="footer"track-metadata-eventDetail="cloud.google.com/why-google-cloud/"track-type="footer link"track-name="choosing google cloud"> Choosing Google Cloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/trust-center/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-type="footer link"track-metadata-eventDetail="cloud.google.com/security/"track-name="trust and security"track-metadata-child_headline="why google"track-metadata-position="footer"track-metadata-module="footer"> Trust and security </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/modern-infrastructure/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-child_headline="why google"track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-name="modern infrastructure cloud"track-metadata-eventDetail="cloud.google.com/solutions/modern-infrastructure/"> Modern Infrastructure Cloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/multicloud/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"track-metadata-child_headline="why google"track-name="multicloud"track-metadata-eventDetail="cloud.google.com/multicloud/"> Multicloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/infrastructure/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-type="footer link"track-metadata-eventDetail="cloud.google.com/infrastructure/"track-name="global infrastructure"track-metadata-child_headline="why google"track-metadata-position="footer"track-metadata-module="footer"> Global infrastructure </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/customers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-metadata-module="footer"track-metadata-position="footer"track-metadata-eventDetail="cloud.google.com/customers/"track-name="customers and case studies"track-type="footer link"track-metadata-child_headline="why google"> Customers and case studies </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/analyst-reports/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-eventDetail="cloud.google.com/analyst-reports/"track-type="footer link"track-metadata-child_headline="why google"track-metadata-position="footer"track-metadata-module="footer"track-name="analyst reports"> Analyst reports </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/whitepapers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-metadata-eventDetail="cloud.google.com/whitepapers/"track-type="footer link"track-metadata-child_headline="why google"track-name="whitepapers"track-metadata-position="footer"track-metadata-module="footer"> Whitepapers </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//cloud.google.com/blog/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-name="blog"track-metadata-child_headline="engage"track-metadata-eventDetail="cloud.google.com/blog/"> Blog </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Products and pricing</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/pricing/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-module="footer"track-metadata-position="footer"track-name="google cloud pricing"track-type="footer link"track-metadata-child_headline="products and pricing"track-metadata-eventDetail="cloud.google.com/pricing/"> Google Cloud pricing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//workspace.google.com/pricing.html" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-eventDetail="workspace.google.com/pricing.html"track-name="google workspace pricing"track-metadata-position="footer"track-metadata-module="footer"target="_blank"track-type="footer link"track-metadata-child_headline="products and pricing"> Google Workspace pricing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/products/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-name="see all products"track-metadata-eventDetail="cloud.google.com/products/"track-type="footer link"track-metadata-child_headline="products and pricing"track-metadata-module="footer"track-metadata-position="footer"> See all products </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Solutions</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/solutions/infrastructure-modernization/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-child_headline="solutions"track-metadata-module="footer"track-metadata-position="footer"track-type="footer link"track-name="infrastructure modernization"track-metadata-eventDetail="cloud.google.com/solutions/infrastructure-modernization/"> Infrastructure modernization </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/databases/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-type="footer link"track-name="databases"track-metadata-eventDetail="cloud.google.com/solutions/databases"track-metadata-child_headline="solutions"track-metadata-position="footer"track-metadata-module="footer"> Databases </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/application-modernization/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-position="footer"track-type="footer link"track-metadata-eventDetail="cloud.google.com/solutions/application-modernization/"track-metadata-module="footer"track-name="application development"track-metadata-child_headline="solutions"> Application modernization </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/smart-analytics/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-position="footer"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/solutions/smart-analytics/"track-metadata-child_headline="solutions"track-name="smart analytics"track-type="footer link"> Smart analytics </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/ai/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-child_headline="solutions"track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-name="artificial intelligence"track-metadata-eventDetail="cloud.google.com/solutions/ai/"> Artificial Intelligence </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/security/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-metadata-child_headline="solutions"track-name="security"track-type="footer link"track-metadata-eventDetail="cloud.google.com/solutions/security/"track-metadata-module="footer"track-metadata-position="footer"> Security </a> </li> <li class="devsite-footer-linkbox-item"> <a href="https://workspace.google.com/enterprise/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-type="footer link"target="_blank"track-name="productivity and work transformation"track-metadata-child_headline="solutions"track-metadata-position="footer"track-metadata-module="footer"track-metadata-eventDetail="workspace.google.com/enterprise/"> Productivity & work transformation </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/#industry-solutions" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-name="industry solutions"track-metadata-child_headline="solutions"track-type="footer link"track-metadata-module="footer"track-metadata-position="footer"track-metadata-eventDetail="cloud.google.com/solutions/#industry-solutions"> Industry solutions </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/devops/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-metadata-position="footer"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/solutions/devops/"track-name="devops solutions"track-type="footer link"track-metadata-child_headline="solutions"> DevOps solutions </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/#section-14" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-child_headline="solutions"track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-name="small business solutions"track-metadata-eventDetail="cloud.google.com/solutions/#section-14"> Small business solutions </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-name="see all solutions"track-metadata-eventDetail="cloud.google.com/solutions/"track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-metadata-child_headline="solutions"> See all solutions </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Resources</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/affiliate-program/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-name="google cloud affiliate program"track-metadata-position="footer"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/affiliate-program/"track-type="footer link"track-metadata-child_headline="resources"> Google Cloud Affiliate Program </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/docs/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-eventDetail="cloud.google.com/docs/"track-metadata-child_headline="resources"track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-name="google cloud documentation"> Google Cloud documentation </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/docs/get-started/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-eventDetail="cloud.google.com/docs/get-started/"track-type="footer link"track-name="google cloud quickstarts"track-metadata-child_headline="resources"track-metadata-module="footer"track-metadata-position="footer"> Google Cloud quickstarts </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/marketplace/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-child_headline="resources"track-type="footer link"track-metadata-eventDetail="cloud.google.com/marketplace/"track-name="google cloud marketplace"track-metadata-position="footer"track-metadata-module="footer"> Google Cloud Marketplace </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/discover/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"track-metadata-child_headline="resources"track-name="learn about cloud computing"track-metadata-eventDetail="learn/"> Learn about cloud computing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/support-hub/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-metadata-module="footer"track-metadata-position="footer"track-name="support"track-metadata-eventDetail="cloud.google.com/support-hub/"track-type="footer link"track-metadata-child_headline="resources"> Support </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/docs/samples" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-type="footer link"track-metadata-child_headline="resources"track-name="code samples"track-metadata-module="footer"track-metadata-position="footer"track-metadata-eventDetail="cloud.google.com/docs/samples"> Code samples </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/architecture/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-metadata-child_headline="resources"track-name="cloud architecture center"track-metadata-eventDetail="cloud.google.com/architecture/"> Cloud Architecture Center </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/learn/training/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-metadata-eventDetail="cloud.google.com/training/"track-type="footer link"track-metadata-module="footer"track-metadata-position="footer"track-name="training"track-metadata-child_headline="resources"> Training </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/learn/certification/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-eventDetail="cloud.google.com/certification"track-metadata-child_headline="resources"track-metadata-position="footer"track-metadata-module="footer"track-name="certifications"track-type="footer link"> Certifications </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//developers.google.com" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-name="google developers"track-metadata-eventDetail="developers.google.com"track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"target="_blank"track-metadata-child_headline="resources"> Google for Developers </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/startup/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 12)" track-metadata-eventDetail="cloud.google.com/startup/"track-metadata-child_headline="resources"track-name="google cloud for startups"track-metadata-module="footer"track-metadata-position="footer"track-type="footer link"> Google Cloud for Startups </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//status.cloud.google.com" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 13)" target="_blank"track-name="system status"track-type="footer link"track-metadata-eventDetail="status.cloud.google.com"track-metadata-position="footer"track-metadata-module="footer"track-metadata-child_headline="resources"> System status </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/release-notes" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 14)" track-metadata-child_headline="resources"track-name="release notes"track-type="footer link"track-metadata-position="footer"track-metadata-eventDetail="cloud.google.com/release-notes/"track-metadata-module="footer"> Release Notes </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Engage</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/contact/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-position="footer"track-metadata-module="footer"track-name="contact sales"track-type="footer link"track-metadata-child_headline="engage"track-metadata-eventDetail="cloud.google.com/contact/"> Contact sales </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//cloud.google.com/find-a-partner" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-eventDetail="cloud.google.com/find-a-partner"track-type="footer link"track-metadata-child_headline="engage"track-name="find a partner"track-metadata-position="footer"track-metadata-module="footer"target="_blank"> Find a Partner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/partners/become-a-partner/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-module="footer"track-metadata-position="footer"track-metadata-eventDetail="cloud.google.com/partners/become-a-partner/"track-name="become a partner"track-metadata-child_headline="engage"track-type="footer link"> Become a Partner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/events/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-child_headline="engage"track-type="footer link"track-metadata-module="footer"track-metadata-position="footer"track-name="events"track-metadata-eventDetail="cloud.withgoogle.com/events"> Events </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/podcasts/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-name="podcasts"target="_blank"track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"track-metadata-child_headline="engage"rel="noopener"track-metadata-eventDetail="cloud.google.com/podcasts/"> Podcasts </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/developers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-metadata-eventDetail="cloud.google.com/developers/"track-name="developer center"track-metadata-module="footer"track-metadata-position="footer"track-type="footer link"track-metadata-child_headline="engage"> Developer Center </a> </li> <li class="devsite-footer-linkbox-item"> <a href="https://www.googlecloudpresscorner.com/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-eventDetail="www.googlecloudpresscorner.com"track-metadata-child_headline="engage"track-type="footer link"track-metadata-module="footer"track-metadata-position="footer"target="_blank"track-name="press corner"rel="noopener"> Press Corner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//www.youtube.com/googlecloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"rel="noopener"target="_blank"track-metadata-eventDetail="www.youtube.com/googlecloud"track-metadata-child_headline="engage"track-name="google cloud on youtube"> Google Cloud on YouTube </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//www.youtube.com/googlecloudplatform" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" rel="noopener"track-metadata-eventDetail="www.youtube.com/googlecloudplatform"track-metadata-child_headline="engage"track-type="footer link"track-name="google cloud tech on youtube"target="_blank"track-metadata-module="footer"track-metadata-position="footer"> Google Cloud Tech on YouTube </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//x.com/googlecloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" rel="noopener"track-metadata-child_headline="engage"target="_blank"track-name="follow on x"track-metadata-eventDetail="x.com/googlecloud"track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"> Follow on X </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//userresearch.google.com/?reserved=1&utm_source=website&Q_Language=en&utm_medium=own_srch&utm_campaign=CloudWebFooter&utm_term=0&utm_content=0&productTag=clou&campaignDate=jul19&pType=devel&referral_code=jk212693" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-name="join user research"track-metadata-child_headline="engage"track-type="footer link"track-metadata-eventDetail="userresearch.google.com/?reserved=1&utm_source=website&Q_Language=en&utm_medium=own_srch&utm_campaign=CloudWebFooter&utm_term=0&utm_content=0&productTag=clou&campaignDate=jul19&pType=devel&referral_code=jk212693"track-metadata-module="footer"track-metadata-position="footer"target="_blank"> Join User Research </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//careers.google.com/cloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 12)" track-name="we are hiring join google cloud"track-type="footer link"track-metadata-child_headline="engage"target="_blank"track-metadata-eventDetail="careers.google.com/cloud"track-metadata-module="footer"track-metadata-position="footer"> We're hiring. Join Google Cloud! </a> </li> <li class="devsite-footer-linkbox-item"> <a href="https://www.googlecloudcommunity.com/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 13)" track-metadata-eventDetail="www.googlecloudcommunity.com"track-metadata-module="footer"track-metadata-position="footer"rel="noopener"track-metadata-child_headline="engage"target="_blank"track-name="google cloud community"track-type="footer link"> Google Cloud Community </a> </li> </ul> </li> </ul> </nav> </devsite-footer-linkboxes> <devsite-footer-utility class="devsite-footer"> <div class="devsite-footer-utility nocontent"> <nav class="devsite-footer-utility-links" aria-label="Utility links"> <ul class="devsite-footer-utility-list"> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="//about.google/" data-category="Site-Wide Custom Events" data-label="Footer About Google link" track-name="about google" target="_blank" track-metadata-module="utility footer" track-metadata-position="footer" track-type="footer link" track-metadata-eventDetail="//about.google/" > About Google </a> </li> <li class="devsite-footer-utility-item devsite-footer-privacy-link"> <a class="devsite-footer-utility-link gc-analytics-event" href="//policies.google.com/privacy" data-category="Site-Wide Custom Events" data-label="Footer Privacy link" target="_blank" track-metadata-eventDetail="//policies.google.com/privacy" track-metadata-module="utility footer" track-metadata-position="footer" track-type="footer link" track-name="privacy" > Privacy </a> </li> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="//www.google.com/intl/en/policies/terms/regional.html" data-category="Site-Wide Custom Events" data-label="Footer Site terms link" track-type="footer link" track-metadata-eventDetail="//www.google.com/intl/en/policies/terms/regional.html" target="_blank" track-metadata-position="footer" track-metadata-module="utility footer" track-name="site terms" > Site terms </a> </li> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="/product-terms/" data-category="Site-Wide Custom Events" data-label="Footer Google Cloud terms link" track-name="google cloud terms" track-metadata-position="footer" track-metadata-module="utility footer" track-type="footer link" track-metadata-eventDetail="/product-terms/" > Google Cloud terms </a> </li> <li class="devsite-footer-utility-item glue-cookie-notification-bar-control"> <a class="devsite-footer-utility-link gc-analytics-event" href="#" data-category="Site-Wide Custom Events" data-label="Footer Manage cookies link" track-name="Manage cookies" track-type="footer link" track-metadata-position="footer" track-metadata-module="utility footer" aria-hidden="true" track-metadata-eventDetail="#" > Manage cookies </a> </li> <li class="devsite-footer-utility-item devsite-footer-carbon-button"> <a class="devsite-footer-utility-link gc-analytics-event" href="/sustainability" data-category="Site-Wide Custom Events" data-label="Footer Our third decade of climate action: join us link" track-type="footer link" track-metadata-module="utility footer" track-metadata-position="footer" track-name="Our third decade of climate action: join us" track-metadata-eventDetail="/sustainability/" > Our third decade of climate action: join us </a> </li> <li class="devsite-footer-utility-item devsite-footer-utility-button"> <span class="devsite-footer-utility-description">Sign up for the Google Cloud newsletter</span> <a class="devsite-footer-utility-link gc-analytics-event" href="/newsletter/" data-category="Site-Wide Custom Events" data-label="Footer Subscribe link" track-metadata-position="footer" track-metadata-module="utility footer" track-metadata-eventDetail="/newsletter/" track-name="subscribe" track-type="footer link" > Subscribe </a> </li> </ul> <devsite-language-selector> <ul role="presentation"> <li role="presentation"> <a role="menuitem" lang="en" >English</a> </li> <li role="presentation"> <a role="menuitem" lang="de" >Deutsch</a> </li> <li role="presentation"> <a role="menuitem" lang="es_419" >Español – América Latina</a> </li> <li role="presentation"> <a role="menuitem" lang="fr" >Français</a> </li> <li role="presentation"> <a role="menuitem" lang="id" >Indonesia</a> </li> <li role="presentation"> <a role="menuitem" lang="pt_br" >Português – Brasil</a> </li> <li role="presentation"> <a role="menuitem" lang="zh_cn" >中文 – 简体</a> </li> <li role="presentation"> <a role="menuitem" lang="ja" >日本語</a> </li> <li role="presentation"> <a role="menuitem" lang="ko" >한국어</a> </li> </ul> </devsite-language-selector> </nav> </div> </devsite-footer-utility> <devsite-panel></devsite-panel> </section></section> <devsite-sitemask></devsite-sitemask> <devsite-snackbar></devsite-snackbar> <devsite-tooltip ></devsite-tooltip> <devsite-heading-link></devsite-heading-link> <devsite-analytics> <script type="application/json" analytics>[]</script> <script type="application/json" tag-management>{"at": "True", "ga4": [], "ga4p": [], "gtm": [{"id": "GTM-5CVQBG", "purpose": 1}], "parameters": {"internalUser": "False", "language": {"machineTranslated": "False", "requested": "en", "served": "en"}, "pageType": "article", "projectName": "Cloud Logging", "signedIn": "False", "tenant": "cloud", "recommendations": {"sourcePage": "", "sourceType": 0, "sourceRank": 0, "sourceIdenticalDescriptions": 0, "sourceTitleWords": 0, "sourceDescriptionWords": 0, "experiment": ""}, "experiment": {"ids": ""}}}</script> </devsite-analytics> <devsite-badger></devsite-badger> <cloudx-user></cloudx-user> <cloudx-free-trial-eligible-store freeTrialEligible='true'></cloudx-free-trial-eligible-store> <cloudx-pricing-socket></cloudx-pricing-socket> <cloudx-experiments type="TestAACodivertedExperiment" path="/virtual/TestAACodivertedExperiment/configureExperiment" location="SG" variant="variant2" ></cloudx-experiments> <cloudx-experiment-ids userCountry="SG" devsiteExperimentIdList="[39300012, 39300023, 39300118, 39300192, 39300196, 39300241, 39300317, 39300320, 39300324, 39300346, 39300354, 39300363, 39300373, 39300412, 39300422, 39300436, 39300472, 39300488, 39300496, 39300498, 39300569]"> </cloudx-experiment-ids> <script nonce="q9u452/UIqVqKyZ/bRnmA2M3RC0QsP"> (function(d,e,v,s,i,t,E){d['GoogleDevelopersObject']=i; t=e.createElement(v);t.async=1;t.src=s;E=e.getElementsByTagName(v)[0]; E.parentNode.insertBefore(t,E);})(window, document, 'script', 'https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/js/app_loader.js', '[2,"en",null,"/js/devsite_app_module.js","https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f","https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud","https://cloud-dot-devsite-v2-prod.appspot.com",null,null,["/_pwa/cloud/manifest.json","https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/images/video-placeholder.svg","https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/favicons/onecloud/favicon.ico","https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/cloud-logo.svg","https://fonts.googleapis.com/css?family=Google+Sans:400,500,700|Google+Sans+Text:400,400italic,500,500italic,700,700italic|Roboto:400,400italic,500,500italic,700,700italic|Roboto+Mono:400,500,700&display=swap"],1,null,[1,6,8,12,14,17,21,25,50,52,63,70,75,76,80,87,91,92,93,97,98,100,101,102,103,104,105,107,108,109,110,112,113,116,117,118,120,122,124,125,126,127,129,130,131,132,133,134,135,136,138,140,141,147,148,149,151,152,156,157,158,159,161,163,164,168,169,170,179,180,182,183,186,191,193,196],"AIzaSyAP-jjEJBzmIyKR4F-3XITp8yM9T1gEEI8","AIzaSyB6xiKGDR5O3Ak2okS4rLkauxGUG7XP0hg","cloud.google.com","AIzaSyAQk0fBONSGUqCNznf6Krs82Ap1-NV6J4o","AIzaSyCCxcqdrZ_7QMeLCRY20bh_SXdAYqy70KY",null,null,null,["EngEduTelemetry__enable_engedu_telemetry","Cloud__enable_cloud_dlp_service","Cloud__enable_llm_concierge_chat","DevPro__enable_cloud_innovators_plus","Profiles__enable_developer_profiles_callout","Search__enable_ai_search_summaries_restricted","Cloud__enable_free_trial_server_call","Profiles__enable_public_developer_profiles","Search__enable_suggestions_from_borg","CloudShell__cloud_code_overflow_menu","BookNav__enable_tenant_cache_key","Profiles__enable_stripe_subscription_management","Concierge__enable_pushui","Profiles__enable_completequiz_endpoint","MiscFeatureFlags__developers_footer_dark_image","Profiles__enable_awarding_url","Profiles__enable_completecodelab_endpoint","MiscFeatureFlags__enable_explain_this_code","Analytics__enable_clearcut_logging","Search__enable_page_map","Cloud__enable_cloudx_ping","Profiles__enable_profile_collections","Concierge__enable_concierge_restricted","Experiments__reqs_query_experiments","Profiles__enable_join_program_group_endpoint","Profiles__enable_release_notes_notifications","CloudShell__cloud_shell_button","Cloud__enable_cloud_facet_chat","DevPro__enable_developer_subscriptions","Search__enable_ai_search_summaries","Cloud__enable_cloudx_experiment_ids","MiscFeatureFlags__enable_firebase_utm","MiscFeatureFlags__enable_project_variables","Cloud__enable_cloud_shell","Profiles__enable_complete_playlist_endpoint","Profiles__enable_page_saving","Profiles__enable_recognition_badges","Search__scope_to_project_tenant","Cloud__enable_cloud_shell_fte_user_flow","Profiles__enable_dashboard_curated_recommendations","MiscFeatureFlags__enable_view_transitions","MiscFeatureFlags__enable_variable_operator","Search__enable_dynamic_content_confidential_banner","MiscFeatureFlags__developers_footer_image","Profiles__require_profile_eligibility_for_signin","TpcFeatures__enable_unmirrored_page_left_nav","Cloud__enable_legacy_calculator_redirect","Search__enable_ai_eligibility_checks","MiscFeatureFlags__emergency_css","TpcFeatures__enable_mirror_tenant_redirects"],null,null,"AIzaSyBLEMok-5suZ67qRPzx0qUtbnLmyT_kCVE","https://developerscontentserving-pa.clients6.google.com","AIzaSyCM4QpTRSqP5qI4Dvjt4OAScIN8sOUlO-k","https://developerscontentsearch-pa.clients6.google.com",1,4,1,"https://developerprofiles-pa.clients6.google.com",[2,"cloud","Google Cloud","cloud.google.com",null,"cloud-dot-devsite-v2-prod.appspot.com",null,null,[1,1,null,null,null,null,null,null,null,null,null,[1],null,null,null,null,null,1,[1],[null,null,null,[1,20],"/terms/recommendations"],[1],null,[1],[1,null,1],[1,1,null,null,1,null,["/vertex-ai/"]]],null,[22,null,null,null,null,null,"/images/cloud-logo.svg","/images/favicons/onecloud/apple-icon.png",null,null,null,null,1,1,1,[6,5],[],null,null,[[],[],[],[],[],[],[],[]],null,1,null,null,null,null,[]],[],null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,[6,1,14,15,22,23,29,37],null,[[null,null,null,null,null,null,[1,[["docType","Choose a content type",[["ApiReference",null,null,null,null,null,null,null,null,"API reference"],["Sample",null,null,null,null,null,null,null,null,"Code sample"],["ReferenceArchitecture",null,null,null,null,null,null,null,null,"Reference architecture"],["Tutorial",null,null,null,null,null,null,null,null,"Tutorial"]]],["category","Choose a topic",[["AiAndMachineLearning",null,null,null,null,null,null,null,null,"Artificial intelligence and machine learning (AI/ML)"],["ApplicationDevelopment",null,null,null,null,null,null,null,null,"Application development"],["BigDataAndAnalytics",null,null,null,null,null,null,null,null,"Big data and analytics"],["Compute",null,null,null,null,null,null,null,null,"Compute"],["Containers",null,null,null,null,null,null,null,null,"Containers"],["Databases",null,null,null,null,null,null,null,null,"Databases"],["HybridCloud",null,null,null,null,null,null,null,null,"Hybrid and multicloud"],["LoggingAndMonitoring",null,null,null,null,null,null,null,null,"Logging and monitoring"],["Migrations",null,null,null,null,null,null,null,null,"Migrations"],["Networking",null,null,null,null,null,null,null,null,"Networking"],["SecurityAndCompliance",null,null,null,null,null,null,null,null,"Security and compliance"],["Serverless",null,null,null,null,null,null,null,null,"Serverless"],["Storage",null,null,null,null,null,null,null,null,"Storage"]]]]]],[1],null,1],[[null,null,null,null,null,["GTM-5CVQBG"],null,null,null,null,null,[["GTM-5CVQBG",2]],1],null,null,null,null,null,1],"mwETRvWii0eU5NUYprb0Y9z5GVbc",4,null,null,null,null,null,null,null,null,null,null,null,null,null,"cloud.devsite.google"],null,"pk_live_5170syrHvgGVmSx9sBrnWtA5luvk9BwnVcvIi7HizpwauFG96WedXsuXh790rtij9AmGllqPtMLfhe2RSwD6Pn38V00uBCydV4m",1]') </script> <devsite-a11y-announce></devsite-a11y-announce> </body> </html>