JimGalasyn commented on code in PR #16313:
URL: https://github.com/apache/kafka/pull/16313#discussion_r1638979649


##########
docs/streams/upgrade-guide.html:
##########
@@ -303,6 +303,61 @@ <h3><a id="streams_api_changes_350" 
href="#streams_api_changes_350">Streams API
       adds a new config <code>default.client.supplier</code> that allows to 
use a custom <code>KafkaClientSupplier</code> without any code changes.
     </p>
 
+    <h3><a id="streams_api_changes_320" 
href="#streams_api_changes_320">Streams API changes in 3.2.0</a></h3>
+    <p>
+        RocksDB offers many metrics which are critical to monitor and tune its 
performance. Kafka Streams started to make RocksDB metrics accessible
+        like any other Kafka metric via <a 
href="https://cwiki.apache.org/confluence/display/KAFKA/KIP-471%3A+Expose+RocksDB+Metrics+in+Kafka+Streams";>KIP-471</a>
 in 2.4.0 release.
+        However, the KIP was only partially implemented, and is now completed 
with the 3.2.0 release.
+        For a full list of available RocksDB metrics, please consult the <a 
href="/{{version}}/documentation/#kafka_streams_client_monitoring">monitoring 
documentation</a>.
+    </p>
+
+    <p>
+        Kafka Streams ships with RocksDB and in-memory store implementations 
and user can pick which one to use.

Review Comment:
   ```suggestion
           Kafka Streams ships with RocksDB and in-memory store implementations 
and users can pick which one to use.
   ```



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