Jennifer88huang commented on a change in pull request #6065: [Issue 6056][docs] 
Add example on how to choose partition when using a key
URL: https://github.com/apache/pulsar/pull/6065#discussion_r369366288
 
 

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 File path: site2/docs/cookbooks-partitioned.md
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 @@ -4,27 +4,25 @@ title: Partitioned topics
 sidebar_label: Partitioned Topics
 ---
 
-By default, Pulsar topics are served by a single broker. Using only a single 
broker, however, limits a topic's maximum throughput. *Partitioned topics* are 
a special type of topic that can span multiple brokers and thus allow for much 
higher throughput. For an explanation of how partitioned topics work, see the 
[Partitioned Topics](concepts-messaging.md#partitioned-topics) concepts.
+By default, Pulsar topics are served by a single broker. Using only a single 
broker limits a topic's maximum throughput. *Partitioned topics* are a special 
type of topic that can span multiple brokers and thus allow for much higher 
throughput. For an explanation of how partitioned topics work, see the 
[Partitioned Topics](concepts-messaging.md#partitioned-topics) concepts.
 
-You can [publish](#publishing-to-partitioned-topics) to partitioned topics 
using Pulsar's client libraries and you can [create and 
manage](#managing-partitioned-topics) partitioned topics using Pulsar's [admin 
API](admin-api-overview.md).
+You can publish to partitioned topics using Pulsar client libraries and you 
can [create and manage](#managing-partitioned-topics) partitioned topics using 
Pulsar [admin API](admin-api-overview.md).
 
-## Publishing to partitioned topics
+## Publish to partitioned topics
 
-When publishing to partitioned topics, the only difference from 
non-partitioned topics is that you need to specify a [routing 
mode](concepts-messaging.md#routing-modes) when you create a new 
[producer](reference-terminology.md#producer). Examples for [Java](#java) are 
below.
-
-### Java
+When publishing to partitioned topics, the only difference from 
non-partitioned topics is that you need to specify a [routing 
mode](concepts-messaging.md#routing-modes) when you create a new 
[producer](reference-terminology.md#producer). Take [Java](#java) as an example.
 
 Review comment:
   Thank you very much for your advice. Updated, PTAL, thank you.

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