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Last updated 2025-09-04 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[],[],null,["Version latestkeyboard_arrow_down\n\n- [3.12.1 (latest)](/python/docs/reference/logging/latest/usage)\n- [3.12.0](/python/docs/reference/logging/3.12.0/usage)\n- [3.11.3](/python/docs/reference/logging/3.11.3/usage)\n- [3.10.0](/python/docs/reference/logging/3.10.0/usage)\n- [3.9.0](/python/docs/reference/logging/3.9.0/usage)\n- [3.8.0](/python/docs/reference/logging/3.8.0/usage)\n- [3.7.0](/python/docs/reference/logging/3.7.0/usage)\n- [3.6.0](/python/docs/reference/logging/3.6.0/usage)\n- [3.5.0](/python/docs/reference/logging/3.5.0/usage)\n- [3.4.0](/python/docs/reference/logging/3.4.0/usage)\n- [3.3.1](/python/docs/reference/logging/3.3.1/usage)\n- [3.2.5](/python/docs/reference/logging/3.2.5/usage)\n- [3.1.2](/python/docs/reference/logging/3.1.2/usage)\n- [3.0.0](/python/docs/reference/logging/3.0.0/usage)\n- [2.7.2](/python/docs/reference/logging/2.7.2/usage)\n- [2.6.0](/python/docs/reference/logging/2.6.0/usage)\n- [2.5.0](/python/docs/reference/logging/2.5.0/usage)\n- [2.4.0](/python/docs/reference/logging/2.4.0/usage)\n- [2.3.1](/python/docs/reference/logging/2.3.1/usage)\n- [2.2.0](/python/docs/reference/logging/2.2.0/usage)\n- [2.1.1](/python/docs/reference/logging/2.1.1/usage)\n- [2.0.2](/python/docs/reference/logging/2.0.2/usage)\n- [1.15.3](/python/docs/reference/logging/1.15.3/usage)\n- [1.14.0](/python/docs/reference/logging/1.14.0/usage)\n- [1.13.0](/python/docs/reference/logging/1.13.0/usage)\n- [1.12.1](/python/docs/reference/logging/1.12.1/usage) \n\nUsage Guide\n===========\n\n- [Integration with logging Standard Library](/python/docs/reference/logging/latest/std-lib-integration)\n\n - [Automatic Configuration](/python/docs/reference/logging/latest/std-lib-integration#automatic-configuration)\n\n - [Manual Handler Configuration](/python/docs/reference/logging/latest/std-lib-integration#manual-handler-configuration)\n\n - [Standard Library](/python/docs/reference/logging/latest/std-lib-integration#standard-library)\n\n - [Logging JSON Payloads](/python/docs/reference/logging/latest/std-lib-integration#logging-json-payloads)\n\n - [Automatic Metadata Detection](/python/docs/reference/logging/latest/std-lib-integration#automatic-metadata-detection)\n\n - [Manual Metadata Using the extra Argument](/python/docs/reference/logging/latest/std-lib-integration#manual-metadata-using-the-extra-argument)\n\n - [CloudLoggingHandler Transports](/python/docs/reference/logging/latest/std-lib-integration#cloudlogginghandler-transports)\n\n- [Automatic Trace/Span ID Extraction](/python/docs/reference/logging/latest/auto-trace-span-extraction)\n\n - [OpenTelemetry Integration](/python/docs/reference/logging/latest/auto-trace-span-extraction#opentelemetry-integration)\n\n - [HTTP headers](/python/docs/reference/logging/latest/auto-trace-span-extraction#http-headers)\n\n- [Integration with Python Web Frameworks](/python/docs/reference/logging/latest/web-framework-integration)\n\n - [Django](/python/docs/reference/logging/latest/web-framework-integration#id1)\n\n - [Flask](/python/docs/reference/logging/latest/web-framework-integration#id2)\n\n- [Direct Library Usage](/python/docs/reference/logging/latest/direct-lib-usage)\n\n - [Setup](/python/docs/reference/logging/latest/direct-lib-usage#setup)\n\n - [Write Log Entries](/python/docs/reference/logging/latest/direct-lib-usage#write-log-entries)\n\n - [Batch Write Logs](/python/docs/reference/logging/latest/direct-lib-usage#batch-write-logs)\n\n - [Retrieve Log Entries](/python/docs/reference/logging/latest/direct-lib-usage#retrieve-log-entries)\n\n - [Delete Log Entries](/python/docs/reference/logging/latest/direct-lib-usage#delete-log-entries)\n\n - [Manage Log Metrics](/python/docs/reference/logging/latest/direct-lib-usage#manage-log-metrics)\n\n - [Log Sinks](/python/docs/reference/logging/latest/direct-lib-usage#log-sinks)\n\n- [gRPC vs HTTP](/python/docs/reference/logging/latest/grpc-vs-http)"]]
