# Usage Guide

3.16.0 (latest) 3.15.0 3.13.0 3.12.1 3.11.3 3.10.0 3.9.0 3.8.0 3.7.0 3.6.0 3.5.0 3.4.0 3.3.1 3.2.5 3.1.2 3.0.0 2.7.2 2.6.0 2.5.0 2.4.0 2.3.1 2.2.0 2.1.1 2.0.2 1.15.3 1.14.0 1.13.0 1.12.1
- [Automatic Trace/Span ID Extraction](https://docs.cloud.google.com/python/docs/reference/logging/latest/auto-trace-span-extraction)

  - [OpenTelemetry Integration](https://docs.cloud.google.com/python/docs/reference/logging/latest/auto-trace-span-extraction#opentelemetry-integration)

  - [HTTP headers](https://docs.cloud.google.com/python/docs/reference/logging/latest/auto-trace-span-extraction#http-headers)

- [Integration with Python Web Frameworks](https://docs.cloud.google.com/python/docs/reference/logging/latest/web-framework-integration)

  - [Django](https://docs.cloud.google.com/python/docs/reference/logging/latest/web-framework-integration#id1)

  - [Flask](https://docs.cloud.google.com/python/docs/reference/logging/latest/web-framework-integration#id2)

- [gRPC vs HTTP](https://docs.cloud.google.com/python/docs/reference/logging/latest/grpc-vs-http)