ivankelly commented on a change in pull request #1466: Topic compaction 
documentation
URL: https://github.com/apache/incubator-pulsar/pull/1466#discussion_r190840343
 
 

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 File path: site/docs/latest/cookbooks/compaction.md
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+---
+title: Topic compaction cookbook
+tags: [admin, clients, compaction]
+---
+
+Pulsar's [topic 
compaction](../../getting-started/ConceptsAndArchitecture#compaction) feature 
enables you to create **compacted** topics in which older, "obscured" entries 
are pruned from the topic, allowing for faster reads through the topic's 
history (which messages are deemed obscured/outdated/irrelevant will depend on 
your use case).
+
+To use compaction:
+
+* You must manually [trigger](#trigger) compaction using the Pulsar 
administrative API. This will both run a compaction operation *and* mark the 
topic as a compacted topic.
+* Your {% popover consumers %} must be [configured](#config) to read from 
compacted topics (or else the messages won't be properly 
read/processed/acknowledged).
+
+In Pulsar, topic compaction takes place on a *per-key basis*, meaning that 
messages are compacted based on their key. For the stock ticker use case, the 
stock symbol---e.g. `AAPL` or `GOOG`---could serve as the key.
+
+## When should I use compacted topics?
+
+The classic example of a topic that could benefit from compaction would be a 
stock ticker topic through which {% popover consumers %} can access up-to-date 
values for specific stocks. On a stock ticker topic you only care about the 
most recent value of each stock; "historical values" don't matter, so there's 
no need to read through outdated data when processing a topic's messages. For 
topics where older values are important, for example when you need to process 
long series of messages in order, compaction is unnecessary and possibly even 
harmful.
+
+{% include admonition.html type="warning" content="Compaction only works on 
topics where each message has a key (as in the stock ticker example, where the 
stock symbol serves as the key). Keys can be thought of as the axis along which 
compaction is applied." %}
+
+## When should I trigger compaction?
+
+How often you trigger compaction will vary widely based on the use case. If 
you want a compacted topic to be extremely speedy on read, then you should run 
compaction fairly frequently.
+
+{% include admonition.html type="warning" title="No automatic compaction" 
content="Currently, all topic compaction in Pulsar must be initialized 
manually." %}
 
 Review comment:
   must be initiated manually, via the cli or rest api.

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