Add cloud profiler.

CHANGES.md

@@ -120,8 +120,6 @@
 * If a main session fails to load, the pipeline will now fail at worker startup. ([#25401](https://github.com/apache/beam/issues/25401)).
 * Python pipeline options will now ignore unparsed command line flags prefixed with a single dash. ([#25943](https://github.com/apache/beam/issues/25943)).
 * The SmallestPerKey combiner now requires keyword-only arguments for specifying optional parameters, such as `key` and `reverse`. ([#25888](https://github.com/apache/beam/issues/25888)).
-* The google-cloud-profiler dependency was accidentally removed from Beam's Python Docker
-  Image [#26998](https://github.com/apache/beam/issues/26698). [Dataflow Docker images](https://cloud.google.com/dataflow/docs/concepts/sdk-worker-dependencies) still preinstall this dependency.
 
 ## Deprecations
 
@@ -132,6 +130,11 @@
 
 * BigQuery sink in STORAGE_WRITE_API mode in batch pipelines could result in data consistency issues during the handling of other unrelated transient errors for Beam SDKs 2.35.0 - 2.46.0 (inclusive). For more details see: https://github.com/apache/beam/issues/26521
 
+## Known Issues
+
+* The google-cloud-profiler dependency was accidentally removed from Beam's Python Docker
+  Image [#26998](https://github.com/apache/beam/issues/26698). [Dataflow Docker images](https://cloud.google.com/dataflow/docs/concepts/sdk-worker-dependencies) still preinstall this dependency.
+
 # [2.46.0] - 2023-03-10
 
 ## Highlights