Configure distribution metrics | Cloud Logging

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<div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Service for executing builds on Google Cloud infrastructure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/traffic-director" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/traffic-director" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="traffic director"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#trafficdirector" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Traffic Director </div> <div class="devsite-nav-item-description"> Traffic control pane and management for open service mesh. </div> 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srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Anthos Config Management </div> <div class="devsite-nav-item-description"> Automate policy and security for your deployments. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/carbon-footprint" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/carbon-footprint" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="carbon footprint"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/carbon-footprint.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Carbon Footprint </div> <div class="devsite-nav-item-description"> Dashboard to view 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track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud mobile app"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Mobile App </div> <div class="devsite-nav-item-description"> App to manage Google Cloud services from your mobile device. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/shell" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/shell" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud shell"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudshell" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Shell </div> <div class="devsite-nav-item-description"> Interactive shell environment with a built-in command line. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/config-connector/docs/overview" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/config-connector/docs/overview" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="config connector"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Config Connector </div> <div class="devsite-nav-item-description"> Kubernetes add-on for managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/cost-management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cost-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cost management"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/billing.png" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/solutions/active-assist" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/active-assist" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="intelligent management"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Intelligent Management </div> <div class="devsite-nav-item-description"> Tools for easily managing performance, security, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/private-catalog" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/private-catalog" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="private catalog"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Private Catalog </div> <div class="devsite-nav-item-description"> Service catalog for admins managing internal enterprise solutions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a 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track-metadata-eventdetail="https://cloud.google.com/transcoder/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip track-name="transcoder api"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230530004945im_/https://www.gstatic.com/cloud/images/navigation/transcoder-api.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Transcoder API </div> <div class="devsite-nav-item-description"> Convert video files and package them for optimized delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://cloud.google.com/video-stitcher" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/video-stitcher" track-metadata-position="nav - products" 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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="/web/20230530004945/https://cloud.google.com/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 devsite-nav-beta"><a href="/web/20230530004945/https://cloud.google.com/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>Install the Ops Agent on a fleet of VMs using gcloud</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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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></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 the Ops Agent</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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 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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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>IIS</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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 gcloud</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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/logging/docs/blue-medora/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/blue-medora/on-premise-hybrid-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/blue-medora/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 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 Kubernetes Engine logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/stackdriver/docs/solutions/gke/installing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /stackdriver/docs/solutions/gke/installing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/stackdriver/docs/solutions/gke/installing"><span class="devsite-nav-text" tooltip>Collect Kubernetes Engine logs</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/stackdriver/docs/solutions/gke/multi-tenant-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /stackdriver/docs/solutions/gke/multi-tenant-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/stackdriver/docs/solutions/gke/multi-tenant-logging"><span class="devsite-nav-text" tooltip>Multi-tenant logging on GKE</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>Write application logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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>Secure access to logs</span> </div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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 bucket-level access</span></a></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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 organization setting errors</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>Query, analyze, and view logs</span> </div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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>Query and view logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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> <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</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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>Build queries using SQL</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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>Monitor logs</span> </div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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</span></a></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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>Create metrics from logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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>Alert on log-based metrics</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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>Create alerts from logs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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 alerts</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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 alerts</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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 alerts</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>Route and store logs</span> </div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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 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 basic log storage</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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>Store organization logs in a log bucket</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="/web/20230530004945/https://cloud.google.com/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 devsite-nav-preview"><a href="/web/20230530004945/https://cloud.google.com/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><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>Regionalize storage</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/logging/docs/region-support" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /logging/docs/region-support" track-type="bookNav" track-name="click" track-metadata-eventdetail="/logging/docs/region-support"><span class="devsite-nav-text" tooltip>Understand data regions</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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></ul></div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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 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>Cloud Audit Logs</span> </div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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></ul></div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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> <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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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>Other Google Cloud Operations suite documentation</span> </div></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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>Operations suite</span></a></li> <li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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 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>Application Performance Management</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/apm" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /apm" track-type="bookNav" track-name="click" track-metadata-eventdetail="/apm"><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/web/20230530004945/https://cloud.google.com/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="/web/20230530004945/https://cloud.google.com/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></div></li> </ul> <ul class="devsite-nav-list" menu="Overview" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Accelerate your digital transformation </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Learn more" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Learn more </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Key benefits </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Why Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Why Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/ai" 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="/web/20230530004945/https://cloud.google.com/multicloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Multicloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Global infrastructure" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Global infrastructure </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/data-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Data Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/open-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Open cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/trust-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Trust and security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Trust and security </span> </a> </li> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230530004945/https://workspace.google.com/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Productivity and collaboration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Productivity and collaboration </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Reports and insights </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/executive-insights" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Executive insights" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Executive insights </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/analyst-reports" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Analyst reports" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Analyst reports </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/whitepapers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Whitepapers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Whitepapers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/customers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Customer stories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip> Customer stories </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Solutions" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/web/20230530004945/https://cloud.google.com/solutions#industry-solutions" 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="/web/20230530004945/https://cloud.google.com/solutions/retail" class="devsite-nav-title 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class="devsite-nav" depth="2" devsite-toc-embedded> </devsite-toc> <div class="devsite-article-body clearfix "> <p>This page explains how to create distribution-type log-based metrics using the Google Cloud console, the Logging API, and the Google Cloud CLI. For an overall view of log-based metrics, go to <a href="/web/20230530004945/https://cloud.google.com/logging/docs/logs-based-metrics">Overview of log-based metrics</a>.</p> <h2 id="overview" data-text="Overview">Overview</h2> <p>Distribution metrics require both a filter to select the relevant log entries and a value extractor to grab the numeric value for the distribution. The value extractor is the same kind as is used for <a href="/web/20230530004945/https://cloud.google.com/logging/docs/logs-based-metrics/labels">user-defined labels</a>.</p> <p>A distribution metric records the statistical distribution of the extracted values in histogram buckets. The extracted values are not recorded individually, but their distribution across the configured buckets are recorded, along with the count, mean, and sum of squared deviation of the values. You can use the default layout of histogram buckets in your distribution or you can fine-tune the buckets' boundaries to approximately capture the values.</p> <p>For more information on viewing and interpreting distribution metrics, see <a href="/web/20230530004945/https://cloud.google.com/monitoring/charts/charting-distribution-metrics">Distribution metrics</a>.</p> <h2 id="getting-started" data-text="Before you begin">Before you begin</h2> <ol> <li><p>To use log-based metrics, you must have a Google Cloud project with billing enabled:</p> <p> <ol> <cloudx-free-trial-eligible-content> <slot slot="eligible"> <li> Sign in to your Google Cloud account. If you're new to Google Cloud, <a href="http://web.archive.org/web/20230530004945/https://console.cloud.google.com/freetrial" target="console" track-type="commonIncludes" track-name="createAnAccount" track-metadata-position="prereqs" track-metadata-eventdetail="https://console.cloud.google.com/freetrial" track-metadata-link-destination="https://console.cloud.google.com/freetrial"> create an account</a> to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads. </li> <li> <p>In the Google Cloud console, on the project selector page, select or <a href="/web/20230530004945/https://cloud.google.com/resource-manager/docs/creating-managing-projects">create a Google Cloud project</a>.</p> <aside class="note"><b>Note</b>: If you don't plan to keep the resources that you create in this procedure, create a project instead of selecting an existing project. After you finish these steps, you can delete the project, removing all resources associated with the project.</aside> <p><a href="http://web.archive.org/web/20230530004945/https://console.cloud.google.com/projectselector2/home/dashboard" target="console" track-type="commonIncludes" track-name="consoleLink" track-metadata-end-goal="createProject" class="button button-primary">Go to project selector</a></p> </li> <li> <p> Make sure that billing is enabled for your Google Cloud project. Learn how to <a href="/web/20230530004945/https://cloud.google.com/billing/docs/how-to/verify-billing-enabled" target="_blank" track-type="commonIncludes" track-name="supportLink" track-metadata-end-goal="enableBilling">check if billing is enabled on a project</a>. </p> </li> </slot> <slot slot="ineligible"> <li> <p>In the Google Cloud console, on the project selector page, select or <a href="/web/20230530004945/https://cloud.google.com/resource-manager/docs/creating-managing-projects">create a Google Cloud project</a>.</p> <aside class="note"><b>Note</b>: If you don't plan to keep the resources that you create in this procedure, create a project instead of selecting an existing project. After you finish these steps, you can delete the project, removing all resources associated with the project.</aside> <p><a href="http://web.archive.org/web/20230530004945/https://console.cloud.google.com/projectselector2/home/dashboard" target="console" track-type="commonIncludes" track-name="consoleLink" track-metadata-end-goal="createProject" class="button button-primary">Go to project selector</a></p> </li> <li> <p> Make sure that billing is enabled for your Google Cloud project. Learn how to <a href="/web/20230530004945/https://cloud.google.com/billing/docs/how-to/verify-billing-enabled" target="_blank" track-type="commonIncludes" track-name="supportLink" track-metadata-end-goal="enableBilling">check if billing is enabled on a project</a>. </p> </li> </slot> </cloudx-free-trial-eligible-content> </ol></p></li> <li><p>Ensure that your Identity and Access Management role includes the permissions required to create and view log-based metrics, and to create alerting policies. For details, see <a href="/web/20230530004945/https://cloud.google.com/logging/docs/access-control#metrics-permissions">Permissions for log-based metrics</a>.</p></li> </ol> <h2 id="create-distribution" data-text="Create a distribution metric">Create a distribution metric</h2> <p>The metric counts the log entries identified by a filter you provide. You can use <a href="/web/20230530004945/https://cloud.google.com/logging/docs/view/logging-query-language#regular-expressions">regular expressions</a> in your filter, and we recommend that you include a resource type. The length of a filter can't exceed 20,000 characters.</p> <aside class="note"><strong>Note:</strong><span> See the following <a href="/web/20230530004945/https://cloud.google.com/logging/docs/logs-based-metrics/troubleshooting#undefined-resource">Troubleshooting</a> section if you're creating log-based metrics on audit logs.</span></aside><div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="console" data-text="Console">Console</h3><p>Follow these steps to create a log-based counter metric in the Google Cloud console in your Google Cloud project:</p> <ol> <li><p>In the Google Cloud console, select <b>Logging</b> from the navigation menu, then click <b>Log-based metrics</b>:<br/> <a href="http://web.archive.org/web/20230530004945/https://console.cloud.google.com/logs/metrics" target="console" class="button button-primary" track-type="tasks" track-name="stackdriverConsoleLink" track-metadata-position="body">Go to Log-based metrics</a></p></li> <li><p>Click <strong>Create Metric</strong>. The <strong>Create logs metric</strong> panel appears.</p></li> <li><p>Set the <strong>Metric type</strong>: Select <strong>Distribution</strong>.</p></li> <li><p>Set the following fields in the <strong>Details</strong> section:</p> <ul> <li><strong>Log metric name</strong>: Choose a name that is unique among the log-based metrics in your Google Cloud project. Some naming restrictions apply; see <a href="/web/20230530004945/https://cloud.google.com/logging/docs/logs-based-metrics/troubleshooting#metric-name-restrictions">Troubleshooting</a> for details.</li> <li><strong>Description</strong>: Enter a description for the metric.</li> <li><strong>Units</strong>: (Optional) For distribution metrics, you can optionally enter units, such as <code translate="no" dir="ltr">s</code>, <code translate="no" dir="ltr">ms</code>, etc. For more information, see the <code translate="no" dir="ltr">unit</code> field of the <a href="/web/20230530004945/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/projects.metricDescriptors#MetricDescriptor">MetricDescriptor</a>.</li> </ul></li> <li><p>Define your metric filter in the <strong>Filter selection</strong> section.</p> <ol> <li><p>Use <strong>Select log scope</strong> to choose whether your filter targets all your Google Cloud project logs or only logs from a specific bucket.</p></li> <li><p>Create a filter that collects only the log entries that you want to count in your metric using the <a href="/web/20230530004945/https://cloud.google.com/logging/docs/view/logging-query-language">logging query language</a>. You can also use regular expressions to create your metric's filters.</p></li> <li><p><strong>Field name</strong>: Enter the log entry field that contains the distribution's value. You are offered choices as you type. For example:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr"> protoPayload.latency </code></pre></li> <li><p><strong>Regular expression</strong>: (Optional) If <strong>Field name</strong> always contains a numeric value convertible to type <code translate="no" dir="ltr">double</code>, then you can leave this field empty. Otherwise, specify a regular expression that extracts the numeric distribution value from the field value.</p> <p><strong>Example</strong>. Suppose that your <code translate="no" dir="ltr">latency</code> log entry field contains a number followed by <code translate="no" dir="ltr">ms</code> for milliseconds. The following regexp chooses the number without the unit suffix:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">([0-9.]+) </code></pre> <p>The parentheses, known as a regexp <strong>capture group</strong>, identifies the part of the text match that will be extracted. See <a href="/web/20230530004945/https://cloud.google.com/logging/docs/view/logging-query-language#regular-expressions">using regular expressions</a> for details.</p></li> </ol> <ul> <li><strong>Advanced (Histogram buckets)</strong>: (Optional) Clicking <strong>Advanced</strong> opens a section of the form you can use to specify custom bucket layouts. If you don't specify your bucket layouts, a default bucket layout is provided. For more information, see <a href="#bucket_layouts">Histogram buckets</a> on this page.</li> </ul> <ol> <li>To see which log entries match your filter, click <strong>Preview logs</strong>.</li> </ol></li> <li><p>(Optional) Add a label in the <strong>Labels</strong> section. For instructions on creating labels, see <a href="/web/20230530004945/https://cloud.google.com/logging/docs/logs-based-metrics/labels#create-label">Create a label</a>.</p></li> <li><p>Click <strong>Create metric</strong> to create the metric.</p></li> </ol></section> <section><h3 id="gcloud" data-text="gcloud">gcloud</h3><p></p> <p>To create a distribution-type log-based metric, create a file that contains a representation of your <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics#LogMetric"><code translate="no" dir="ltr">LogMetric</code></a> definition in JSON or YAML format. Then use the following command to read the configuration from your file:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging metrics create <var translate="no">METRIC_NAME</var> --config-from-file <var translate="no">FILENAME</var> </pre> <p>For information about describing the histogram buckets for a distribution, see <a href="/web/20230530004945/https://cloud.google.com/logging/docs/logs-based-metrics/distribution-metrics#bucket_layouts">Histogram buckets</a>.</p></section> <section><h3 id="api" data-text="API">API</h3><p>To create a distribution metric, use the <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/create">projects.metrics.create</a> method of the Logging API. You can try out the method in the <a href="http://web.archive.org/web/20230530004945/https://developers.google.com/apis-explorer/#p/logging/v2/logging.projects.metrics.create">APIs Explorer</a>. Prepare the arguments to the method as follows:</p> <ol> <li><p>Set the <strong>parent</strong> field to the project or bucket in which the metric is to be created:</p> <ul> <li>For a project-scoped log-based metric, specify the project:</li> </ul> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> projects/<var translate="no">PROJECT_ID</var> </pre> <ul> <li>For a bucket-scoped log-based metric, specify the bucket:</li> </ul> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION_ID</var>/bucket/<var translate="no">BUCKET_ID</var> </pre></li> <li><p>Set the request body to a <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics#LogMetric"><code translate="no" dir="ltr">LogMetric</code></a> object. Following is a sample object for a distribution metric.</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">{ name: "my-metric" description: "Description of my-metric." filter: "resource.type=gce_instance AND log_id(\"syslog\")", valueExtractor: "REGEXP_EXTRACT(jsonPayload.latencyField, \"([0-9.]+)ms\")", labelExtractors: { "my-label-1": "REGEXP_EXTRACT(jsonPayload.someField, \"before ([[:word:]]+) after\")", "my-label-2": "EXTRACT(jsonPayload.anotherField, \"before ([0-9]+) after\")", }, bucketOptions: { [SEE_BELOW] }, metricDescriptor: { metricKind: DELTA, valueType: DISTRIBUTION, unit: "ms", labels: [ { key: "my-label-1", valueType: STRING, description: "Description of string my-label-1.", }, { key: "my-label-2", valueType: INT64, description: "Description of integer my-label-2.", } ] }, } </code></pre></li> </ol> <p>Notes:</p> <ul> <li><p>Some naming restrictions apply; see <a href="/web/20230530004945/https://cloud.google.com/logging/docs/logs-based-metrics/troubleshooting#metric-name-restrictions">Troubleshooting</a> for details.</p></li> <li><p><code translate="no" dir="ltr">metricDescriptor</code>: a <a href="/web/20230530004945/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/projects.metricDescriptors#MetricDescriptor">MetricDescriptor</a> object. <code translate="no" dir="ltr">metricKind</code> must be <code translate="no" dir="ltr">DELTA</code>. <code translate="no" dir="ltr">valueType</code> must be <code translate="no" dir="ltr">DISTRIBUTION</code>.</p></li> </ul></section> </div> <h2 id="bucket_layouts" data-text="Histogram buckets">Histogram buckets</h2> <p>Distribution metrics include a histogram that counts the number of values that fall in specified ranges (buckets). You can have up to 200 buckets in a distribution metric.</p> <p>Each bucket has two <strong>boundary values</strong>, <em>L</em> and <em>H</em>, that define the lowest and highest values covered by the bucket. The <strong>width</strong> of the bucket is <em>H</em> - <em>L</em>. Since there cannot be gaps between buckets, the lower boundary of one bucket is the same as the higher boundary of the previous bucket, and so forth. So that the boundaries don't fall into more than one bucket, a bucket includes its lower boundary; its higher boundary belongs to the next bucket.</p> <p>All bucket layouts can be specified by listing, in increasing order, the boundary values between individual buckets. The first bucket is the <strong>underflow bucket</strong>, which counts values less than the first boundary. The last bucket is the <strong>overflow bucket</strong>, which counts values greater than or equal to the last boundary. The other buckets count values greater than or equal to their lower boundary and less than their upper boundary. If there are <em>n</em> boundary values, then there are <em>n+1</em> buckets. Excluding the underflow and overflow buckets, there are <em>n-1</em> <strong>finite buckets</strong>.</p> <p>There are three different ways to specify the boundaries between histogram buckets for distribution metrics. You either specify a formula for the boundary values, or you list the boundary values:</p> <ul> <li><p><strong>Linear</strong>(<em>offset</em>, <em>width</em>, <em>i</em>): Every bucket has the same width. The boundaries are <em>offset</em> + <em>width</em> * <em>i</em>, for <em>i</em>=0,1,2,...,<em>N</em>. For more information on linear buckets, see the <a href="/web/20230530004945/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/TypedValue#Linear">API reference</a>.</p></li> <li><p><strong>Exponential</strong>(<em>scale</em>, <em>growth_factor</em>, <em>i</em>): Bucket widths increase for higher values. The boundaries are <em>scale</em> * <em>growth_factor</em><sup><em>i</em></sup>, for <em>i</em>=0,1,2,...,<em>N</em>. For more information on exponential buckets, see the <a href="/web/20230530004945/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/TypedValue#Exponential">API reference</a>.</p></li> <li><p><strong>Explicit</strong>: You list all the boundaries for the buckets in the <em>bounds</em> array. Bucket <em>i</em> has these boundaries:</p> <p>Upper bound: bounds[<em>i</em>] for (0 <= <em>i</em> < <em>N</em>-1) <br>Lower bound: bounds[<em>i</em> - 1] for (1 <= <em>i</em> < <em>N</em>)</br></p> <p>For more information on explicit buckets, see the <a href="/web/20230530004945/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/TypedValue#Explicit">API reference</a>.</p></li> </ul> <p>How you specify your histogram buckets is explained in the following section:</p> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="console_1" data-text="Console">Console</h3><p>The <strong>Histogram buckets</strong> submenu opens when you create a distribution metric and you click <strong>More</strong> in the <strong>Metric editor</strong> form. The subform is shown below for the <strong>Linear</strong> bucket layout:</p> <p><img src="/web/20230530004945im_/https://cloud.google.com/static/logging/docs/images/l2m2-buckets-linear.png" alt="Histogram buckets" class="screenshot"> </p> <p><strong>Linear buckets</strong>: Fill in the histogram bucket form as follows.</p> <ul> <li><strong>Type</strong>: <strong>Linear</strong></li> <li><strong>Start value (<em>a</em>)</strong>: The lower boundary of the first finite bucket. This value is called <strong>offset</strong> in the API.</li> <li><strong>Number of buckets (<em>N</em>)</strong>: The number of finite buckets. The value must be greater than or equal to 0.</li> <li><strong>Bucket width (<em>b</em>)</strong>: The difference between the upper bound and lower bound in each finite bucket. The value must be greater than 0.</li> </ul> <p>For example, if the start value is 5, the number of buckets is 4, and the bucket width is 15, then the bucket ranges are as follows:</p> <p>(-INF, 5), [5, 20), [20, 35), [35, 50), [50, 65), [65, +INF)</p> <p><strong>Explicit buckets</strong>: Fill in the histogram bucket form as follows:</p> <ul> <li><strong>Type</strong>: <strong>Explicit</strong></li> <li><strong>Bounds (<em>b</em>)</strong>: A comma-separated list of the boundary values of the finite buckets. This also determines the number of buckets and their widths.</li> </ul> <p>For example, if the list of boundaries is:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">0, 1, 2, 5, 10, 20 </code></pre> <p>then there are five finite buckets with the following ranges:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">(-INF, 0), [0, 1), [1, 2), [2,5), [5, 10), [10, 20), [20, +INF) </code></pre> <p><strong>Exponential buckets</strong>: Fill in the histogram bucket form as follows:</p> <ul> <li><strong>Type</strong>: <strong>Exponential</strong></li> <li><p><strong>Number of buckets (<em>N</em>)</strong>: The total number of finite buckets. The value must be greater than 0.</p></li> <li><p><strong>Linear scale (<em>a</em>)</strong>: The linear scale for the buckets. The value must be greater than 0.</p></li> <li><p><strong>Exponential growth factor (<em>b</em>)</strong>: The exponential growth factor for the buckets. The value must be greater than 1.</p></li> </ul> <p>For example, if <em>N</em>=4, <em>a</em>=3, and <em>b</em>=2, then the bucket ranges are as follows:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">(-INF, 3), [3, 6), [6, 12), [12, 24), [24, 48), [48, +INF) </code></pre> <p>For more information about the buckets, see <a href="/web/20230530004945/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/TypedValue#BucketOptions">BucketOptions</a> in the Cloud Monitoring API.</p></section> <section><h3 id="api_1" data-text="API">API</h3><p>The optional bucket layout is specified by the <code translate="no" dir="ltr">bucketOptions</code> field in the <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics#LogMetric"><code translate="no" dir="ltr">LogMetric</code></a> object supplied to <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/create">projects.metrics.create</a>. For the complete <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics#LogMetric"><code translate="no" dir="ltr">LogMetric</code></a> object, see <a href="#create-distribution">Create a distribution metric</a> on this page. The additions for bucket layouts are shown below:</p> <p><strong>Linear buckets</strong>:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">{ # LogMetric object ... bucketOptions: { linearBuckets: { numFiniteBuckets: 4, width: 15, offset: 5 } }, </code></pre> <p>The previous sample creates the following buckets:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">(-INF, 5), [5, 20), [20, 35), [35, 50), [50, 65), [65, +INF) </code></pre> <p><strong>Explicit buckets</strong>: Boundaries are listed individually.</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">{ # LogMetric object ... bucketOptions: { explicitBuckets: { bounds: [0, 1, 2, 5, 10, 20 ] } }, </code></pre> <p>The previous sample creates the following buckets:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">(-INF, 0), [0, 1), [1, 2), [2, 5), [5, 10), [10, 20), [20, +INF) </code></pre> <p><strong>Exponential buckets</strong>: Boundaries are <em>scale</em> * <em>growthFactor</em> ^ <em>i</em>, for <em>i</em>=0,1,2, ..., <em>numFiniteBuckets</em></p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">{ # LogMetric object ... bucketOptions: { exponentialBuckets: { numFiniteBuckets: 4, growthFactor: 2, scale: 3 } }, ... } </code></pre> <p>The previous sample creates the following buckets:</p> <pre class="prettyprint" translate="no" dir="ltr"><code translate="no" dir="ltr">(-INF, 3), [3, 6), [6, 12), [12, 24), [24, 48), [48, +INF) </code></pre></section> </div> <h2 id="new_metric_latency" data-text="New metric latency">New metric latency</h2> <p>Your new metric appears in the list of metrics and in the relevant Monitoring menus right away. However, it might take up to a minute for the metric to start collecting data for the matching log entries.</p> <h2 id="inspect_distribution_metrics" data-text="Inspect distribution metrics">Inspect distribution metrics</h2> <p> <p>To list the user-defined log-based metrics in your Google Cloud project or to inspect a particular metric in your Google Cloud project, do the following:</p> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="console_2" data-text="Console">Console</h3><ol> <li><p>In the Google Cloud console, select <b>Logging</b> from the navigation menu, then click <b>Log-based metrics</b>:<br/> <a href="http://web.archive.org/web/20230530004945/https://console.cloud.google.com/logs/metrics" target="console" class="button button-primary" track-type="tasks" track-name="stackdriverConsoleLink" track-metadata-position="body">Go to Log-based metrics</a></p></li> <li><p>In the <strong>User-defined metrics</strong> pane, you see the user-defined log-based metrics in the current Google Cloud project:</p></li> <li><p>To view the data in a log-based metric, click the <b>menu</b> <i class="material-icons" aria-hidden="true" translate="no">more_vert</i> in the metric's row and select <strong>View in Metrics Explorer</strong>.</p></li> </ol></section> <section><h3 id="gcloud_1" data-text="gcloud">gcloud</h3><p>To list the user-defined log-based metrics in your Google Cloud project, use the following command:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging metrics list </pre> <p>To display a user-defined log-based metric in your Google Cloud project, use the following command:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging metrics describe <var translate="no">METRIC_NAME</var> </pre> <p>To get help, use the following command:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging metrics --help </pre> <p>You can't read a metric's time series data from the Google Cloud CLI.</p></section> <section><h3 id="api_2" data-text="API">API</h3><h3 id="list_metrics" data-text="List metrics">List metrics</h3> <p>To list the user-defined log-based metrics in a Google Cloud project, use the <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/list">projects.metrics.list</a> API method. Fill in the parameters to the method as follows:</p> <ul> <li><strong>parent</strong>: The resource name of the Google Cloud project: `projects/<var translate="no">PROJECT_ID</var>.</li> <li><strong>pageSize</strong>: The maximum number of results.</li> <li><strong>pageToken</strong>: Gets the next page of results. For information about using page tokens, see <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/list">projects.metrics.list</a>.</li> </ul> <h3 id="retrieve_metric_definitions" data-text="Retrieve metric definitions">Retrieve metric definitions</h3> <p>To retrieve a single user-defined log-based metric, use the <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/get">projects.metrics.get</a> API method. Fill in the parameters to the method as follows:</p> <ul> <li><p><strong>metricName</strong>: The resource name of the metric:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> projects/<var translate="no">PROJECT_ID</var>/metrics/<var translate="no">METRIC_ID</var> </pre></li> </ul> <h3 id="read_metric_data" data-text="Read metric data">Read metric data</h3> <p>To read the time series data in a log-based metric, use the <a href="/web/20230530004945/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/projects.timeSeries/list">projects.timeseries.list</a> in the Cloud Monitoring API. For details on time series data, see <a href="/web/20230530004945/https://cloud.google.com/monitoring/custom-metrics/reading-metrics">Reading time series</a>.</p> <p>To read a single user-defined log-based metric, fill in the method's parameters with this metric type and identifier:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> logging.googleapis.com/user/<var translate="no">METRIC_ID</var> </pre></section> </div> </p> <h2 id="update_distribution_metrics" data-text="Update distribution metrics">Update distribution metrics</h2> <p> <p>You can edit a user-defined log-based metric to change its description, filter, and the names of fields referenced in the metric. You can add new labels to the metric and you can change the regular expressions used to extract values for the metric and its labels. If you're using a bucket-scoped metric, you can also update the metric's bucket.</p> <p>You can't change the names or types of user-defined log-based metrics or their labels, and you can't delete existing labels in a log-based metric.</p> <p>To edit a log-based metric, do the following:</p> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="console_3" data-text="Console">Console</h3><ol> <li><p>In the Google Cloud console, select <b>Logging</b> from the navigation menu, then click <b>Log-based metrics</b>:<br/> <a href="http://web.archive.org/web/20230530004945/https://console.cloud.google.com/logs/metrics" target="console" class="button button-primary" track-type="tasks" track-name="stackdriverConsoleLink" track-metadata-position="body">Go to Log-based metrics</a></p></li> <li><p>Click <strong>Edit metric</strong> in the <b>menu</b> <i class="material-icons" aria-hidden="true" translate="no">more_vert</i> for the log-based metric that you want to modify.</p></li> <li><p>Change the allowable items in the metric.</p></li> <li><p>Click <strong>Update metric</strong>.</p></li> </ol></section> <section><h3 id="gcloud_2" data-text="gcloud">gcloud</h3><p>Use the Google Cloud CLI to change a counter metric's description, filter query and bucket. You can update any or all of the fields at once.</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging update <var translate="no">METRIC_NAME</var> \ --description="<var translate="no">METRIC_DESCRIPTION</var>" \ --log-filter="<var translate="no">FILTER</var>" \ --bucket-name=<var translate="no">BUCKET</var> </pre> <p>If you change the bucket associated with a bucket-scoped metric, then any metric data collected before the change no longer reflects the current configuration. The metric data collected for the previous bucket is not removed.</p> <aside class="note"><strong>Note:</strong><span> The <var translate="no">METRIC_NAME</var> value must match an existing log-based metric in your Google Cloud project, or the update command creates a new metric.</span></aside> <p>To update distribution metrics or other counter metric fields, excluding the <var translate="no">METRIC_NAME</var>, create a file that contains the revised specification of your <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics#LogMetric"><code translate="no" dir="ltr">LogMetric</code></a> in JSON or YAML format. Then, update the metric by calling the <code translate="no" dir="ltr">update</code> command with the --config-from-file field, replacing <var translate="no">FILENAME</var> with the name of your JSON or YAML file:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging update <var translate="no">METRIC_NAME</var> --config-from-file <var translate="no">FILENAME</var> </pre> <p>For more details, use the following command:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging metrics update --help </pre></section> <section><h3 id="api_3" data-text="API">API</h3><p>To edit a log-based metric, use the <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/update">projects.metrics.update</a> method in the API. Set the fields as follows:</p> <ul> <li><p><strong>metricName</strong>: The full resource name of the metric:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> projects/<var translate="no">PROJECT_ID</var>/metrics/<var translate="no">METRIC_ID</var> </pre> <p>For example:</p> <pre translate="no" dir="ltr"> projects/my-gcp-project/metrics/my-error-metric </pre></li> <li><p>In the request body, include a <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics#LogMetric">LogMetric</a> object that is exactly the same as the existing metric except for the changes and additions you want to make.</p></li> </ul></section> </div> </p> <h2 id="delete_distribution_metrics" data-text="Delete distribution metrics">Delete distribution metrics</h2> <p> <p>To delete a user-defined log-based metric, do the following:</p> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="console_4" data-text="Console">Console</h3><ol> <li><p>In the Google Cloud console, select <b>Logging</b> from the navigation menu, then click <b>Log-based metrics</b>:<br/> <a href="http://web.archive.org/web/20230530004945/https://console.cloud.google.com/logs/metrics" target="console" class="button button-primary" track-type="tasks" track-name="stackdriverConsoleLink" track-metadata-position="body">Go to Log-based metrics</a></p></li> <li><p>Select the metric you want to delete and click <strong>Delete</strong>.</p> <p>Alternatively, click <strong>Delete metric</strong> in the <b>menu</b> <i class="material-icons" aria-hidden="true" translate="no">more_vert</i> of the log-based metric that you want to delete.</p></li> </ol></section> <section><h3 id="gcloud_3" data-text="gcloud">gcloud</h3><p>Use the following command to delete a user-defined log-based metric in the current Google Cloud project:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging metrics delete <var translate="no">METRIC_NAME</var> </pre> <p>For more details, use the following command:</p> <pre class="devsite-click-to-copy lang-none" translate="no" dir="ltr"> gcloud logging metrics delete --help </pre></section> <section><h3 id="api_4" data-text="API">API</h3><p>To delete a user-defined log-based metric, use the <a href="/web/20230530004945/https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/delete">projects.metrics.delete</a> method in the API.</p></section> </div> </p> <p> <p>In addition, in the Google Cloud console <strong>Log-based metric</strong> page, the <strong>User-defined metrics</strong> pane of the log-based metrics interface provides more features to help you manage the user-defined metrics on your Google Cloud project. 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