ivankelly commented on a change in pull request #1466: Topic compaction 
documentation
URL: https://github.com/apache/incubator-pulsar/pull/1466#discussion_r191707577
 
 

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 File path: site/docs/latest/getting-started/ConceptsAndArchitecture.md
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 @@ -508,18 +524,55 @@ while (true) {
 To create a reader that will read from the latest available message:
 
 ```java
-MessageId id = MessageId.latest;
-Reader reader = pulsarClient.createReader(topic, id, new 
ReaderConfiguration());
+Reader<byte[]> reader = pulsarClient.newReader()
+    .topic(topic)
+    .startMessageId(MessageId.latest)
+    .create();
 ```
 
 To create a reader that will read from some message between earliest and 
latest:
 
 ```java
 byte[] msgIdBytes = // Some byte array
 MessageId id = MessageId.fromByteArray(msgIdBytes);
-Reader reader = pulsarClient.createReader(topic, id, new 
ReaderConfiguration());
+Reader<byte[]> reader = pulsarClient.newReader()
+    .topic(topic)
+    .startMessageId(id)
+    .create();
 ```
 
+## Topic compaction {#compaction}
+
+Pulsar was built with highly scalable [persistent 
storage](#persistent-storage) of message data as a primary objective. Pulsar {% 
popover topics %} enable you to persistently store as many unacknowledged 
messages as you need while preserving message ordering. By default, Pulsar 
stores *all* unacknowledged/unprocessed messages produced on a topic. 
Accumulating many unacknowledged messages on a topic is necessary for many 
Pulsar use cases but it can also be very time intensive for Pulsar {% popover 
consumers %} to "rewind" through the entire log of messages.
+
+{% include admonition.html type="success" content="For a more practical guide 
to topic compaction, see the [Topic compaction 
cookbook](../../cookbooks/compaction)." %}
+
+For some use cases consumers don't need a complete "image" of the topic log. 
They may only need a few values to construct a more "shallow" image of the log, 
perhaps even just the most recent value. For these kinds of use cases Pulsar 
offers **topic compaction**. When you run compaction on a topic, Pulsar goes 
through a topic's backlog and removes messages that are *obscured* by later 
messages, i.e. it goes through the topic on a per-key basis and leaves only the 
most recent message associated with that key.
+
+Pulsar's topic compaction feature:
+
+* Allos for much more efficient "rewind" through topic logs
+* Applies only to [persistent topics](#persistent-storage)
+* Is triggered manually via the command line. See the [Topic compaction 
cookbook](../../cookbooks/compaction)
 
 Review comment:
   I would highlight more that there is a rest endpoint, and that we also 
provide a cli for convenience.

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