| <!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Messaging Concepts · Apache Pulsar</title><meta name="viewport" content="width=device-width, initial-scale=1.0"/><meta name="generator" content="Docusaurus"/><meta name="description" content="Pulsar is built on the [publish-subscribe](https://en.wikipedia.org/wiki/Publish%E2%80%93subscribe_pattern) pattern, aka pub-sub. In this pattern, [producers](#producers) publish messages to [topics](#topics). [Consumers](#consumers) can then [subscribe](#subscription-types) to those topics, process incoming messages, and send an acknowledgement when processing is complete."/><meta name="docsearch:version" content="2.4.2"/><meta name="docsearch:language" content="en"/><meta property="og:title" content="Messaging Concepts · Apache Pulsar"/><meta property="og:type" content="website"/><meta property="og:url" content="https://pulsar.apache.org/"/><meta property="og:description" content="Pulsar is built on the [publish-subscribe](https://en.wikipedia.org/wiki/Publish%E2%80%93subscribe_pattern) pattern, aka pub-sub. In this pattern, [producers](#producers) publish messages to [topics](#topics). [Consumers](#consumers) can then [subscribe](#subscription-types) to those topics, process incoming messages, and send an acknowledgement when processing is complete."/><meta name="twitter:card" content="summary"/><meta name="twitter:image" content="https://pulsar.apache.org/img/pulsar.svg"/><link rel="shortcut icon" href="/img/pulsar.ico"/><link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/atom-one-dark.min.css"/><link rel="alternate" type="application/atom+xml" href="https://pulsar.apache.org/blog/atom.xml" title="Apache Pulsar Blog ATOM Feed"/><link rel="alternate" type="application/rss+xml" href="https://pulsar.apache.org/blog/feed.xml" title="Apache Pulsar Blog RSS Feed"/><link rel="stylesheet" href="/css/code-blocks-buttons.css"/><script type="text/javascript" src="https://buttons.github.io/buttons.js"></script><script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.0/clipboard.min.js"></script><script type="text/javascript" src="/js/custom.js"></script><script src="/js/scrollSpy.js"></script><link rel="stylesheet" href="/css/main.css"/><script src="/js/codetabs.js"></script></head><body class="sideNavVisible separateOnPageNav"><div class="fixedHeaderContainer"><div class="headerWrapper wrapper"><header><a href="/en"><img class="logo" src="/img/pulsar.svg" alt="Apache Pulsar"/></a><a href="/en/versions"><h3>2.4.2</h3></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-internal"><li class="siteNavGroupActive"><a href="/docs/en/2.4.2/getting-started-standalone" target="_self">Docs</a></li><li class=""><a href="/en/download" target="_self">Download</a></li><li class="siteNavGroupActive"><a href="/docs/en/2.4.2/client-libraries" target="_self">Clients</a></li><li class=""><a href="#restapis" target="_self">REST APIs</a></li><li class=""><a href="#cli" target="_self">Cli</a></li><li class=""><a href="/blog/" target="_self">Blog</a></li><li class=""><a href="#community" target="_self">Community</a></li><li class=""><a href="#apache" target="_self">Apache</a></li><li class=""><a href="https://pulsar-next.staged.apache.org/" target="_self">New Website (Beta)</a></li><span><li><a id="languages-menu" href="#"><img class="languages-icon" src="/img/language.svg" alt="Languages icon"/>English</a><div id="languages-dropdown" class="hide"><ul id="languages-dropdown-items"><li><a href="/docs/ja/2.4.2/concepts-messaging">日本語</a></li><li><a href="/docs/fr/2.4.2/concepts-messaging">Français</a></li><li><a href="/docs/ko/2.4.2/concepts-messaging">한국어</a></li><li><a href="/docs/zh-CN/2.4.2/concepts-messaging">中文</a></li><li><a href="/docs/zh-TW/2.4.2/concepts-messaging">繁體中文</a></li><li><a href="https://crowdin.com/project/apache-pulsar" target="_blank" rel="noreferrer noopener">Help Translate</a></li></ul></div></li><script> |
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Authorization</a></li><li class="navListItem"><a class="navItem" href="/docs/en/2.4.2/concepts-topic-compaction">Topic Compaction</a></li><li class="navListItem"><a class="navItem" href="/docs/en/2.4.2/concepts-tiered-storage">Tiered Storage</a></li><li class="navListItem"><a class="navItem" href="/docs/en/2.4.2/concepts-schema-registry">Schema Registry</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle">Pulsar Schema</h3><ul class=""><li class="navListItem"><a class="navItem" href="/docs/en/2.4.2/schema-get-started">Get started</a></li><li class="navListItem"><a class="navItem" href="/docs/en/2.4.2/schema-understand">Understand schema</a></li><li class="navListItem"><a class="navItem" href="/docs/en/2.4.2/schema-evolution-compatibility">Schema evolution and compatibility</a></li><li class="navListItem"><a class="navItem" href="/docs/en/2.4.2/schema-manage">Manage schema</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle">Pulsar 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Metrics</a></li></ul></div></div></section></div><script> |
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| </script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/pulsar/edit/master/site2/docs/concepts-messaging.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Messaging Concepts</h1></header><article><div><span><p>Pulsar is built on the <a href="https://en.wikipedia.org/wiki/Publish%E2%80%93subscribe_pattern">publish-subscribe</a> pattern, aka pub-sub. In this pattern, <a href="#producers">producers</a> publish messages to <a href="#topics">topics</a>. <a href="#consumers">Consumers</a> can then <a href="#subscription-types">subscribe</a> to those topics, process incoming messages, and send an acknowledgement when processing is complete.</p> |
| <p>Once a subscription has been created, all messages will be <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">retained</a> by Pulsar, even if the consumer gets disconnected. Retained messages will be discarded only when a consumer acknowledges that they've been successfully processed.</p> |
| <h2><a class="anchor" aria-hidden="true" id="messages"></a><a href="#messages" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Messages</h2> |
| <p>Messages are the basic "unit" of Pulsar. They're what producers publish to topics and what consumers then consume from topics (and acknowledge when the message has been processed). Messages are the analogue of letters in a postal service system.</p> |
| <table> |
| <thead> |
| <tr><th style="text-align:left">Component</th><th style="text-align:left">Purpose</th></tr> |
| </thead> |
| <tbody> |
| <tr><td style="text-align:left">Value / data payload</td><td style="text-align:left">The data carried by the message. All Pulsar messages carry raw bytes, although message data can also conform to data <a href="/docs/en/2.4.2/schema-get-started">schemas</a></td></tr> |
| <tr><td style="text-align:left">Key</td><td style="text-align:left">Messages can optionally be tagged with keys, which can be useful for things like <a href="/docs/en/2.4.2/concepts-topic-compaction">topic compaction</a></td></tr> |
| <tr><td style="text-align:left">Properties</td><td style="text-align:left">An optional key/value map of user-defined properties</td></tr> |
| <tr><td style="text-align:left">Producer name</td><td style="text-align:left">The name of the producer that produced the message (producers are automatically given default names, but you can apply your own explicitly as well)</td></tr> |
| <tr><td style="text-align:left">Sequence ID</td><td style="text-align:left">Each Pulsar message belongs to an ordered sequence on its topic. A message's sequence ID is its ordering in that sequence.</td></tr> |
| <tr><td style="text-align:left">Publish time</td><td style="text-align:left">The timestamp of when the message was published (automatically applied by the producer)</td></tr> |
| <tr><td style="text-align:left">Event time</td><td style="text-align:left">An optional timestamp that applications can attach to the message representing when something happened, e.g. when the message was processed. The event time of a message is 0 if none is explicitly set.</td></tr> |
| </tbody> |
| </table> |
| <blockquote> |
| <p>For a more in-depth breakdown of Pulsar message contents, see the documentation on Pulsar's <a href="/docs/en/2.4.2/developing-binary-protocol">binary protocol</a>.</p> |
| </blockquote> |
| <h2><a class="anchor" aria-hidden="true" id="producers"></a><a href="#producers" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Producers</h2> |
| <p>A producer is a process that attaches to a topic and publishes messages to a Pulsar <a href="/docs/en/2.4.2/reference-terminology#broker">broker</a> for processing.</p> |
| <h3><a class="anchor" aria-hidden="true" id="send-modes"></a><a href="#send-modes" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Send modes</h3> |
| <p>Producers can send messages to brokers either synchronously (sync) or asynchronously (async).</p> |
| <table> |
| <thead> |
| <tr><th style="text-align:left">Mode</th><th style="text-align:left">Description</th></tr> |
| </thead> |
| <tbody> |
| <tr><td style="text-align:left">Sync send</td><td style="text-align:left">The producer will wait for acknowledgement from the broker after sending each message. If acknowledgment isn't received then the producer will consider the send operation a failure.</td></tr> |
| <tr><td style="text-align:left">Async send</td><td style="text-align:left">The producer will put the message in a blocking queue and return immediately. The client library will then send the message to the broker in the background. If the queue is full (max size <a href="/docs/en/2.4.2/reference-configuration#broker">configurable</a>, the producer could be blocked or fail immediately when calling the API, depending on arguments passed to the producer.</td></tr> |
| </tbody> |
| </table> |
| <h3><a class="anchor" aria-hidden="true" id="compression"></a><a href="#compression" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Compression</h3> |
| <p>Messages published by producers can be compressed during transportation in order to save bandwidth. Pulsar currently supports the following types of compression:</p> |
| <ul> |
| <li><a href="https://github.com/lz4/lz4">LZ4</a></li> |
| <li><a href="https://zlib.net/">ZLIB</a></li> |
| <li><a href="https://facebook.github.io/zstd/">ZSTD</a></li> |
| <li><a href="https://google.github.io/snappy/">SNAPPY</a></li> |
| </ul> |
| <h3><a class="anchor" aria-hidden="true" id="batching"></a><a href="#batching" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Batching</h3> |
| <p>If batching is enabled, the producer will accumulate and send a batch of messages in a single request. Batching size is defined by the maximum number of messages and maximum publish latency.</p> |
| <h2><a class="anchor" aria-hidden="true" id="consumers"></a><a href="#consumers" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Consumers</h2> |
| <p>A consumer is a process that attaches to a topic via a subscription and then receives messages.</p> |
| <h3><a class="anchor" aria-hidden="true" id="receive-modes"></a><a href="#receive-modes" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Receive modes</h3> |
| <p>Messages can be received from <a href="/docs/en/2.4.2/reference-terminology#broker">brokers</a> either synchronously (sync) or asynchronously (async).</p> |
| <table> |
| <thead> |
| <tr><th style="text-align:left">Mode</th><th style="text-align:left">Description</th></tr> |
| </thead> |
| <tbody> |
| <tr><td style="text-align:left">Sync receive</td><td style="text-align:left">A sync receive will be blocked until a message is available.</td></tr> |
| <tr><td style="text-align:left">Async receive</td><td style="text-align:left">An async receive will return immediately with a future value---a <a href="http://www.baeldung.com/java-completablefuture"><code>CompletableFuture</code></a> in Java, for example---that completes once a new message is available.</td></tr> |
| </tbody> |
| </table> |
| <h3><a class="anchor" aria-hidden="true" id="listeners"></a><a href="#listeners" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Listeners</h3> |
| <p>Client libraries provide listener implementation for consumers. For example, the <a href="/docs/en/2.4.2/client-libraries-java">Java client</a> provides a <a href="https://pulsar.apache.org/api/client/2.4.2/org/apache/pulsar/client/api/MessageListener">MesssageListener</a> |
| interface. In this interface, the <code>received</code> method is called whenever a new message is received.</p> |
| <h3><a class="anchor" aria-hidden="true" id="acknowledgement"></a><a href="#acknowledgement" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Acknowledgement</h3> |
| <p>When a consumer has consumed a message successfully, the consumer sends an acknowledgement request to the broker, so that the broker will discard the message. Otherwise, it <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">stores</a> the message.</p> |
| <p>Messages can be acknowledged either one by one or cumulatively. With cumulative acknowledgement, the consumer only needs to acknowledge the last message it received. All messages in the stream up to (and including) the provided message will not be re-delivered to that consumer.</p> |
| <blockquote> |
| <p>Cumulative acknowledgement cannot be used with <a href="#subscription-types">shared subscription type</a>, because shared mode involves multiple consumers having access to the same subscription.</p> |
| </blockquote> |
| <p>In Shared subscription type, messages can be acknowledged individually.</p> |
| <h3><a class="anchor" aria-hidden="true" id="negative-acknowledgement"></a><a href="#negative-acknowledgement" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Negative acknowledgement</h3> |
| <p>When a consumer does not consume a message successfully at a time, and wants to consume the message again, the consumer can send a negative acknowledgement to the broker, and then the broker will redeliver the message.</p> |
| <p>Messages can be negatively acknowledged either individually or cumulatively, depending on the consumption subscription type.</p> |
| <p>In the exclusive and failover subscription types, consumers only negatively acknowledge the last message they have received.</p> |
| <p>In the shared and Key_Shared subscription types, you can negatively acknowledge messages individually.</p> |
| <h3><a class="anchor" aria-hidden="true" id="acknowledgement-timeout"></a><a href="#acknowledgement-timeout" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Acknowledgement timeout</h3> |
| <p>When a message is not consumed successfully, and you want to trigger the broker to redeliver the message automatically, you can adopt the unacknowledged message automatic re-delivery mechanism. Client will track the unacknowledged messages within the entire <code>acktimeout</code> time range, and send a <code>redeliver unacknowledged messages</code> request to the broker automatically when the acknowledgement timeout is specified.</p> |
| <blockquote> |
| <p>Note<br> |
| Use negative acknowledgement prior to acknowledgement timeout. Negative acknowledgement controls re-delivery of individual messages with more precise, and avoids invalid redeliveries when the message processing time exceeds the acknowledgement timeout.</p> |
| </blockquote> |
| <h3><a class="anchor" aria-hidden="true" id="dead-letter-topic"></a><a href="#dead-letter-topic" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Dead letter topic</h3> |
| <p>Dead letter topic enables you to consume new messages when some messages cannot be consumed successfully by a consumer. In this mechanism, messages that are failed to be consumed are stored in a separate topic, which is called dead letter topic. You can decide how to handle messages in the dead letter topic.</p> |
| <p>The following example shows how to enable dead letter topic in a Java client using the default dead letter topic:</p> |
| <pre><code class="hljs css language-java">Consumer<<span class="hljs-keyword">byte</span>[]> consumer = pulsarClient.newConsumer(Schema.BYTES) |
| .topic(topic) |
| .subscriptionName(<span class="hljs-string">"my-subscription"</span>) |
| .subscriptionType(SubscriptionType.Shared) |
| .deadLetterPolicy(DeadLetterPolicy.builder() |
| .maxRedeliverCount(maxRedeliveryCount) |
| .build()) |
| .subscribe(); |
| |
| </code></pre> |
| <p>The default dead letter topic uses this format:</p> |
| <pre><code class="hljs"><span class="hljs-tag"><<span class="hljs-name">topicname</span>></span>-<span class="hljs-tag"><<span class="hljs-name">subscriptionname</span>></span>-DLQ |
| </code></pre> |
| <p>If you want to specify the name of the dead letter topic, use this Java client example:</p> |
| <pre><code class="hljs css language-java">Consumer<<span class="hljs-keyword">byte</span>[]> consumer = pulsarClient.newConsumer(Schema.BYTES) |
| .topic(topic) |
| .subscriptionName(<span class="hljs-string">"my-subscription"</span>) |
| .subscriptionType(SubscriptionType.Shared) |
| .deadLetterPolicy(DeadLetterPolicy.builder() |
| .maxRedeliverCount(maxRedeliveryCount) |
| .deadLetterTopic(<span class="hljs-string">"your-topic-name"</span>) |
| .build()) |
| .subscribe(); |
| |
| </code></pre> |
| <p>Dead letter topic depends on message re-delivery. Messages are redelivered either due to <a href="#acknowledgement-timeout">acknowledgement timeout</a> or <a href="#negative-acknowledgement">negative acknowledgement</a>. If you are going to use negative acknowledgement on a message, make sure it is negatively acknowledged before the acknowledgement timeout.</p> |
| <blockquote> |
| <p><strong>Note</strong> <br> |
| Currently, dead letter topic is enabled only in Shared subscription type.</p> |
| </blockquote> |
| <h2><a class="anchor" aria-hidden="true" id="topics"></a><a href="#topics" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Topics</h2> |
| <p>As in other pub-sub systems, topics in Pulsar are named channels for transmitting messages from <a href="/docs/en/2.4.2/reference-terminology#producer">producers</a> to <a href="/docs/en/2.4.2/reference-terminology#consumer">consumers</a>. Topic names are URLs that have a well-defined structure:</p> |
| <pre><code class="hljs css language-http">{persistent|non-persistent}://tenant/namespace/topic |
| </code></pre> |
| <table> |
| <thead> |
| <tr><th style="text-align:left">Topic name component</th><th style="text-align:left">Description</th></tr> |
| </thead> |
| <tbody> |
| <tr><td style="text-align:left"><code>persistent</code> / <code>non-persistent</code></td><td style="text-align:left">This identifies the type of topic. Pulsar supports two kind of topics: <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">persistent</a> and <a href="#non-persistent-topics">non-persistent</a> (persistent is the default, so if you don't specify a type the topic will be persistent). With persistent topics, all messages are durably <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">persisted</a> on disk (that means on multiple disks unless the broker is standalone), whereas data for <a href="#non-persistent-topics">non-persistent</a> topics isn't persisted to storage disks.</td></tr> |
| <tr><td style="text-align:left"><code>tenant</code></td><td style="text-align:left">The topic's tenant within the instance. Tenants are essential to multi-tenancy in Pulsar and can be spread across clusters.</td></tr> |
| <tr><td style="text-align:left"><code>namespace</code></td><td style="text-align:left">The administrative unit of the topic, which acts as a grouping mechanism for related topics. Most topic configuration is performed at the <a href="#namespaces">namespace</a> level. Each tenant can have multiple namespaces.</td></tr> |
| <tr><td style="text-align:left"><code>topic</code></td><td style="text-align:left">The final part of the name. Topic names are freeform and have no special meaning in a Pulsar instance.</td></tr> |
| </tbody> |
| </table> |
| <blockquote> |
| <h4><a class="anchor" aria-hidden="true" id="no-need-to-explicitly-create-new-topics"></a><a href="#no-need-to-explicitly-create-new-topics" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>No need to explicitly create new topics</h4> |
| <p>You don't need to explicitly create topics in Pulsar. If a client attempts to write or receive messages to/from a topic that does not yet exist, Pulsar will automatically create that topic under the <a href="#namespaces">namespace</a> provided in the <a href="#topics">topic name</a>. |
| If no tenant or namespace is specified when a client creates a topic, the topic is created in the default tenant and namespace. You can also create a topic in a specified tenant and namespace, such as <code>persistent://my-tenant/my-namespace/my-topic</code>. <code>persistent://my-tenant/my-namespace/my-topic</code> means the <code>my-topic</code> topic is created in the <code>my-namespace</code> namespace of the <code>my-tenant</code> tenant.</p> |
| </blockquote> |
| <h2><a class="anchor" aria-hidden="true" id="namespaces"></a><a href="#namespaces" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Namespaces</h2> |
| <p>A namespace is a logical nomenclature within a tenant. A tenant can create multiple namespaces via the <a href="/docs/en/2.4.2/admin-api-namespaces#create">admin API</a>. For instance, a tenant with different applications can create a separate namespace for each application. A namespace allows the application to create and manage a hierarchy of topics. The topic <code>my-tenant/app1</code> is a namespace for the application <code>app1</code> for <code>my-tenant</code>. You can create any number of <a href="#topics">topics</a> under the namespace.</p> |
| <h2><a class="anchor" aria-hidden="true" id="subscription-types"></a><a href="#subscription-types" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Subscription types</h2> |
| <p>A subscription is a named configuration rule that determines how messages are delivered to consumers. There are three available subscription types in Pulsar: <a href="#exclusive">exclusive</a>, <a href="#shared">shared</a>, and <a href="#failover">failover</a>. These types are illustrated in the figure below.</p> |
| <p><img src="/docs/assets/pulsar-subscription-types.png" alt="Subscription types"></p> |
| <h3><a class="anchor" aria-hidden="true" id="exclusive"></a><a href="#exclusive" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Exclusive</h3> |
| <p>In <em>exclusive</em> type, only a single consumer is allowed to attach to the subscription. If more than one consumer attempts to subscribe to a topic using the same subscription, the consumer receives an error.</p> |
| <p>In the diagram below, only <strong>Consumer A-0</strong> is allowed to consume messages.</p> |
| <blockquote> |
| <p>Exclusive is the default subscription type.</p> |
| </blockquote> |
| <p><img src="/docs/assets/pulsar-exclusive-subscriptions.png" alt="Exclusive subscriptions"></p> |
| <h3><a class="anchor" aria-hidden="true" id="failover"></a><a href="#failover" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Failover</h3> |
| <p>In <em>Failover</em> type, multiple consumers can attach to the same subscription. In failover mode, the broker selects the master consumer based on the priority level and the lexicographical sorting of a consumer name. If two consumers have an identical priority level, the broker selects the master consumer based on the lexicographical sorting. If these two consumers have different priority levels, the broker selects the consumer with a higher priority level as the master consumer. The master consumer is initially the only one receiving messages. When the master consumer disconnects, all (non-acknowledged and subsequent) messages are delivered to the next consumer in line.</p> |
| <p>For partitioned topics, the broker assigns partitioned topics to the consumer with the highest priority level. If multiple consumers have the highest priority level, the broker evenly assigns topics to consumers with these consumers.</p> |
| <p>In the diagram below, <strong>Consumer-B-0</strong> is the master consumer while <strong>Consumer-B-1</strong> would be the next consumer in line to receive messages if <strong>Consumer-B-0</strong> is disconnected.</p> |
| <p><img src="/docs/assets/pulsar-failover-subscriptions.png" alt="Failover subscriptions"></p> |
| <h3><a class="anchor" aria-hidden="true" id="shared"></a><a href="#shared" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Shared</h3> |
| <p>In <em>shared</em> or <em>round robin</em> mode, multiple consumers can attach to the same subscription. Messages are delivered in a round robin distribution across consumers, and any given message is delivered to only one consumer. When a consumer disconnects, all the messages that were sent to it and not acknowledged will be rescheduled for sending to the remaining consumers.</p> |
| <p>In the diagram below, <strong>Consumer-C-1</strong> and <strong>Consumer-C-2</strong> are able to subscribe to the topic, but <strong>Consumer-C-3</strong> and others could as well.</p> |
| <blockquote> |
| <h4><a class="anchor" aria-hidden="true" id="limitations-of-shared-mode"></a><a href="#limitations-of-shared-mode" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Limitations of shared mode</h4> |
| <p>There are two important things to be aware of when using shared mode:</p> |
| <ul> |
| <li>Message ordering is not guaranteed.</li> |
| <li>You cannot use cumulative acknowledgment with shared mode.</li> |
| </ul> |
| </blockquote> |
| <p><img src="/docs/assets/pulsar-shared-subscriptions.png" alt="Shared subscriptions"></p> |
| <h3><a class="anchor" aria-hidden="true" id="key_shared"></a><a href="#key_shared" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Key_Shared</h3> |
| <p>In <em>Key_Shared</em> mode, multiple consumers can attach to the same subscription. Messages are delivered in a distribution across consumers and message with same key or same ordering key are delivered to only one consumer. No matter how many times the message is re-delivered, it is delivered to the same consumer. When a consumer connected or disconnected will cause served consumer change for some key of message.</p> |
| <blockquote> |
| <h4><a class="anchor" aria-hidden="true" id="limitations-of-key_shared-mode"></a><a href="#limitations-of-key_shared-mode" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Limitations of Key_Shared mode</h4> |
| <p>There are two important things to be aware of when using Key_Shared mode:</p> |
| <ul> |
| <li>You need to specify a key or orderingKey for messages</li> |
| <li>You cannot use cumulative acknowledgment with Key_Shared mode.</li> |
| </ul> |
| </blockquote> |
| <p><img src="/docs/assets/pulsar-key-shared-subscriptions.png" alt="Key_Shared subscriptions"></p> |
| <p><strong>Key_Shared subscription is a beta feature. You can disable it at broker.config.</strong></p> |
| <h2><a class="anchor" aria-hidden="true" id="multi-topic-subscriptions"></a><a href="#multi-topic-subscriptions" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Multi-topic subscriptions</h2> |
| <p>When a consumer subscribes to a Pulsar topic, by default it subscribes to one specific topic, such as <code>persistent://public/default/my-topic</code>. As of Pulsar version 1.23.0-incubating, however, Pulsar consumers can simultaneously subscribe to multiple topics. You can define a list of topics in two ways:</p> |
| <ul> |
| <li>On the basis of a <a href="https://en.wikipedia.org/wiki/Regular_expression"><strong>reg</strong>ular <strong>ex</strong>pression</a> (regex), for example <code>persistent://public/default/finance-.*</code></li> |
| <li>By explicitly defining a list of topics</li> |
| </ul> |
| <blockquote> |
| <p>When subscribing to multiple topics by regex, all topics must be in the same <a href="#namespaces">namespace</a></p> |
| </blockquote> |
| <p>When subscribing to multiple topics, the Pulsar client will automatically make a call to the Pulsar API to discover the topics that match the regex pattern/list and then subscribe to all of them. If any of the topics don't currently exist, the consumer will auto-subscribe to them once the topics are created.</p> |
| <blockquote> |
| <h4><a class="anchor" aria-hidden="true" id="no-ordering-guarantees-across-multiple-topics"></a><a href="#no-ordering-guarantees-across-multiple-topics" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>No ordering guarantees across multiple topics</h4> |
| <p>When a producer sends messages to a single topic, all messages are guaranteed to be read from that topic in the same order. However, these guarantees do not hold across multiple topics. So when a producer sends message to multiple topics, the order in which messages are read from those topics is not guaranteed to be the same.</p> |
| </blockquote> |
| <p>Here are some multi-topic subscription examples for Java:</p> |
| <pre><code class="hljs css language-java"><span class="hljs-keyword">import</span> java.util.regex.Pattern; |
| |
| <span class="hljs-keyword">import</span> org.apache.pulsar.client.api.Consumer; |
| <span class="hljs-keyword">import</span> org.apache.pulsar.client.api.PulsarClient; |
| |
| PulsarClient pulsarClient = <span class="hljs-comment">// Instantiate Pulsar client object</span> |
| |
| <span class="hljs-comment">// Subscribe to all topics in a namespace</span> |
| Pattern allTopicsInNamespace = Pattern.compile(<span class="hljs-string">"persistent://public/default/.*"</span>); |
| Consumer<<span class="hljs-keyword">byte</span>[]> allTopicsConsumer = pulsarClient.newConsumer() |
| .topicsPattern(allTopicsInNamespace) |
| .subscriptionName(<span class="hljs-string">"subscription-1"</span>) |
| .subscribe(); |
| |
| <span class="hljs-comment">// Subscribe to a subsets of topics in a namespace, based on regex</span> |
| Pattern someTopicsInNamespace = Pattern.compile(<span class="hljs-string">"persistent://public/default/foo.*"</span>); |
| Consumer<<span class="hljs-keyword">byte</span>[]> someTopicsConsumer = pulsarClient.newConsumer() |
| .topicsPattern(someTopicsInNamespace) |
| .subscriptionName(<span class="hljs-string">"subscription-1"</span>) |
| .subscribe(); |
| </code></pre> |
| <p>For code examples, see:</p> |
| <ul> |
| <li><a href="/docs/en/2.4.2/client-libraries-java#multi-topic-subscriptions">Java</a></li> |
| </ul> |
| <h2><a class="anchor" aria-hidden="true" id="partitioned-topics"></a><a href="#partitioned-topics" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Partitioned topics</h2> |
| <p>Normal topics can be served only by a single broker, which limits the topic's maximum throughput. <em>Partitioned topics</em> are a special type of topic that be handled by multiple brokers, which allows for much higher throughput.</p> |
| <p>Behind the scenes, a partitioned topic is actually implemented as N internal topics, where N is the number of partitions. When publishing messages to a partitioned topic, each message is routed to one of several brokers. The distribution of partitions across brokers is handled automatically by Pulsar.</p> |
| <p>The diagram below illustrates this:</p> |
| <p><img src="/docs/assets/partitioning.png" alt=""></p> |
| <p>Here, the topic <strong>Topic1</strong> has five partitions (<strong>P0</strong> through <strong>P4</strong>) split across three brokers. Because there are more partitions than brokers, two brokers handle two partitions a piece, while the third handles only one (again, Pulsar handles this distribution of partitions automatically).</p> |
| <p>Messages for this topic are broadcast to two consumers. The <a href="#routing-modes">routing mode</a> determines both which broker handles each partition, while the <a href="#subscription-types">subscription type</a> determines which messages go to which consumers.</p> |
| <p>Decisions about routing and subscription types can be made separately in most cases. In general, throughput concerns should guide partitioning/routing decisions while subscription decisions should be guided by application semantics.</p> |
| <p>There is no difference between partitioned topics and normal topics in terms of how subscription types work, as partitioning only determines what happens between when a message is published by a producer and processed and acknowledged by a consumer.</p> |
| <p>Partitioned topics need to be explicitly created via the <a href="/docs/en/2.4.2/admin-api-overview">admin API</a>. The number of partitions can be specified when creating the topic.</p> |
| <h3><a class="anchor" aria-hidden="true" id="routing-modes"></a><a href="#routing-modes" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Routing modes</h3> |
| <p>When publishing to partitioned topics, you must specify a <em>routing mode</em>. The routing mode determines which partition---that is, which internal topic---each message should be published to.</p> |
| <p>There are three <a href="https://pulsar.apache.org/api/client/2.4.2/org/apache/pulsar/client/api/MessageRoutingMode">MessageRoutingMode</a> |
| available:</p> |
| <table> |
| <thead> |
| <tr><th style="text-align:left">Mode</th><th style="text-align:left">Description</th></tr> |
| </thead> |
| <tbody> |
| <tr><td style="text-align:left"><code>RoundRobinPartition</code></td><td style="text-align:left">If no key is provided, the producer will publish messages across all partitions in round-robin fashion to achieve maximum throughput. Please note that round-robin is not done per individual message but rather it's set to the same boundary of batching delay, to ensure batching is effective. While if a key is specified on the message, the partitioned producer will hash the key and assign message to a particular partition. This is the default mode.</td></tr> |
| <tr><td style="text-align:left"><code>SinglePartition</code></td><td style="text-align:left">If no key is provided, the producer will randomly pick one single partition and publish all the messages into that partition. While if a key is specified on the message, the partitioned producer will hash the key and assign message to a particular partition.</td></tr> |
| <tr><td style="text-align:left"><code>CustomPartition</code></td><td style="text-align:left">Use custom message router implementation that will be called to determine the partition for a particular message. User can create a custom routing mode by using the <a href="/docs/en/2.4.2/client-libraries-java">Java client</a> and implementing the <a href="https://pulsar.apache.org/api/client/2.4.2/org/apache/pulsar/client/api/MessageRouter">MessageRouter</a> |
| interface.</td></tr> |
| </tbody> |
| </table> |
| <h3><a class="anchor" aria-hidden="true" id="ordering-guarantee"></a><a href="#ordering-guarantee" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Ordering guarantee</h3> |
| <p>The ordering of messages is related to MessageRoutingMode and Message Key. Usually, user would want an ordering of Per-key-partition guarantee.</p> |
| <p>If there is a key attached to message, the messages will be routed to corresponding partitions based on the hashing scheme specified by <a href="https://pulsar.apache.org/api/client/2.4.2/org/apache/pulsar/client/api/HashingScheme">HashingScheme</a> |
| in <a href="https://pulsar.apache.org/api/client/2.4.2/org/apache/pulsar/client/api/ProducerBuilder">ProducerBuilder</a> |
| , when using either <code>SinglePartition</code> or <code>RoundRobinPartition</code> mode.</p> |
| <table> |
| <thead> |
| <tr><th style="text-align:left">Ordering guarantee</th><th style="text-align:left">Description</th><th style="text-align:left">Routing Mode and Key</th></tr> |
| </thead> |
| <tbody> |
| <tr><td style="text-align:left">Per-key-partition</td><td style="text-align:left">All the messages with the same key will be in order and be placed in same partition.</td><td style="text-align:left">Use either <code>SinglePartition</code> or <code>RoundRobinPartition</code> mode, and Key is provided by each message.</td></tr> |
| <tr><td style="text-align:left">Per-producer</td><td style="text-align:left">All the messages from the same producer will be in order.</td><td style="text-align:left">Use <code>SinglePartition</code> mode, and no Key is provided for each message.</td></tr> |
| </tbody> |
| </table> |
| <h3><a class="anchor" aria-hidden="true" id="hashing-scheme"></a><a href="#hashing-scheme" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Hashing scheme</h3> |
| <p><a href="https://pulsar.apache.org/api/client/2.4.2/org/apache/pulsar/client/api/HashingScheme">HashingScheme</a> |
| is an enum that represent sets of standard hashing functions available when choosing the partition to use for a particular message.</p> |
| <p>There are 2 types of standard hashing functions available: <code>JavaStringHash</code> and <code>Murmur3_32Hash</code>. |
| The default hashing function for producer is <code>JavaStringHash</code>. |
| Please pay attention that <code>JavaStringHash</code> is not useful when producers can be from different multiple language clients, under this use case, it is recommended to use <code>Murmur3_32Hash</code>.</p> |
| <h2><a class="anchor" aria-hidden="true" id="non-persistent-topics"></a><a href="#non-persistent-topics" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Non-persistent topics</h2> |
| <p>By default, Pulsar persistently stores <em>all</em> unacknowledged messages on multiple <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">BookKeeper</a> bookies (storage nodes). Data for messages on persistent topics can thus survive broker restarts and subscriber failover.</p> |
| <p>Pulsar also, however, supports <strong>non-persistent topics</strong>, which are topics on which messages are <em>never</em> persisted to disk and live only in memory. When using non-persistent delivery, killing a Pulsar broker or disconnecting a subscriber to a topic means that all in-transit messages are lost on that (non-persistent) topic, meaning that clients may see message loss.</p> |
| <p>Non-persistent topics have names of this form (note the <code>non-persistent</code> in the name):</p> |
| <pre><code class="hljs css language-http">non-persistent://tenant/namespace/topic |
| </code></pre> |
| <blockquote> |
| <p>For more info on using non-persistent topics, see the <a href="/docs/en/2.4.2/cookbooks-non-persistent">Non-persistent messaging cookbook</a>.</p> |
| </blockquote> |
| <p>In non-persistent topics, brokers immediately deliver messages to all connected subscribers <em>without persisting them</em> in <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">BookKeeper</a>. If a subscriber is disconnected, the broker will not be able to deliver those in-transit messages, and subscribers will never be able to receive those messages again. Eliminating the persistent storage step makes messaging on non-persistent topics slightly faster than on persistent topics in some cases, but with the caveat that some of the core benefits of Pulsar are lost.</p> |
| <blockquote> |
| <p>With non-persistent topics, message data lives only in memory. If a message broker fails or message data can otherwise not be retrieved from memory, your message data may be lost. Use non-persistent topics only if you're <em>certain</em> that your use case requires it and can sustain it.</p> |
| </blockquote> |
| <p>By default, non-persistent topics are enabled on Pulsar brokers. You can disable them in the broker's <a href="/docs/en/2.4.2/reference-configuration#broker-enableNonPersistentTopics">configuration</a>. You can manage non-persistent topics using the <a href="referencereference--pulsar-admin/#topics-1"><code>pulsar-admin topics</code></a> interface.</p> |
| <h3><a class="anchor" aria-hidden="true" id="performance"></a><a href="#performance" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Performance</h3> |
| <p>Non-persistent messaging is usually faster than persistent messaging because brokers don't persist messages and immediately send acks back to the producer as soon as that message is delivered to connected brokers. Producers thus see comparatively low publish latency with non-persistent topic.</p> |
| <h3><a class="anchor" aria-hidden="true" id="client-api"></a><a href="#client-api" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Client API</h3> |
| <p>Producers and consumers can connect to non-persistent topics in the same way as persistent topics, with the crucial difference that the topic name must start with <code>non-persistent</code>. All three subscription types---<a href="#exclusive">exclusive</a>, <a href="#shared">shared</a>, and <a href="#failover">failover</a>---are supported for non-persistent topics.</p> |
| <p>Here's an example <a href="/docs/en/2.4.2/client-libraries-java#consumers">Java consumer</a> for a non-persistent topic:</p> |
| <pre><code class="hljs css language-java">PulsarClient client = PulsarClient.builder() |
| .serviceUrl(<span class="hljs-string">"pulsar://localhost:6650"</span>) |
| .build(); |
| String npTopic = <span class="hljs-string">"non-persistent://public/default/my-topic"</span>; |
| String subscriptionName = <span class="hljs-string">"my-subscription-name"</span>; |
| |
| Consumer<<span class="hljs-keyword">byte</span>[]> consumer = client.newConsumer() |
| .topic(npTopic) |
| .subscriptionName(subscriptionName) |
| .subscribe(); |
| </code></pre> |
| <p>Here's an example <a href="/docs/en/2.4.2/client-libraries-java#producer">Java producer</a> for the same non-persistent topic:</p> |
| <pre><code class="hljs css language-java">Producer<<span class="hljs-keyword">byte</span>[]> producer = client.newProducer() |
| .topic(npTopic) |
| .create(); |
| </code></pre> |
| <h2><a class="anchor" aria-hidden="true" id="message-retention-and-expiry"></a><a href="#message-retention-and-expiry" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Message retention and expiry</h2> |
| <p>By default, Pulsar message brokers:</p> |
| <ul> |
| <li>immediately delete <em>all</em> messages that have been acknowledged by a consumer, and</li> |
| <li><a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">persistently store</a> all unacknowledged messages in a message backlog.</li> |
| </ul> |
| <p>Pulsar has two features, however, that enable you to override this default behavior:</p> |
| <ul> |
| <li>Message <strong>retention</strong> enables you to store messages that have been acknowledged by a consumer</li> |
| <li>Message <strong>expiry</strong> enables you to set a time to live (TTL) for messages that have not yet been acknowledged</li> |
| </ul> |
| <blockquote> |
| <p>All message retention and expiry is managed at the <a href="#namespaces">namespace</a> level. For a how-to, see the <a href="/docs/en/2.4.2/cookbooks-retention-expiry">Message retention and expiry</a> cookbook.</p> |
| </blockquote> |
| <p>The diagram below illustrates both concepts:</p> |
| <p><img src="/docs/assets/retention-expiry.png" alt="Message retention and expiry"></p> |
| <p>With message retention, shown at the top, a <span style="color: #89b557;">retention policy</span> applied to all topics in a namespace dictates that some messages are durably stored in Pulsar even though they've already been acknowledged. Acknowledged messages that are not covered by the retention policy are <span style="color: #bb3b3e;">deleted</span>. Without a retention policy, <em>all</em> of the <span style="color: #19967d;">acknowledged messages</span> would be deleted.</p> |
| <p>With message expiry, shown at the bottom, some messages are <span style="color: #bb3b3e;">deleted</span>, even though they <span style="color: #337db6;">haven't been acknowledged</span>, because they've expired according to the <span style="color: #e39441;">TTL applied to the namespace</span> (for example because a TTL of 5 minutes has been applied and the messages haven't been acknowledged but are 10 minutes old).</p> |
| <h2><a class="anchor" aria-hidden="true" id="message-deduplication"></a><a href="#message-deduplication" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Message deduplication</h2> |
| <p>Message <strong>duplication</strong> occurs when a message is <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">persisted</a> by Pulsar more than once. Message <strong><em>de</em>duplication</strong> is an optional Pulsar feature that prevents unnecessary message duplication by processing each message only once, <em>even if the message is received more than once</em>.</p> |
| <p>The following diagram illustrates what happens when message deduplication is disabled vs. enabled:</p> |
| <p><img src="/docs/assets/message-deduplication.png" alt="Pulsar message deduplication"></p> |
| <p>Message deduplication is disabled in the scenario shown at the top. Here, a producer publishes message 1 on a topic; the message reaches a Pulsar broker and is <a href="/docs/en/2.4.2/concepts-architecture-overview#persistent-storage">persisted</a> to BookKeeper. The producer then sends message 1 again (in this case due to some retry logic), and the message is received by the broker and stored in BookKeeper again, which means that duplication has occurred.</p> |
| <p>In the second scenario at the bottom, the producer publishes message 1, which is received by the broker and persisted, as in the first scenario. When the producer attempts to publish the message again, however, the broker knows that it has already seen message 1 and thus does not persist the message.</p> |
| <blockquote> |
| <p>Message deduplication is handled at the namespace level. For more instructions, see the <a href="/docs/en/2.4.2/cookbooks-deduplication">message deduplication cookbook</a>.</p> |
| </blockquote> |
| <h3><a class="anchor" aria-hidden="true" id="producer-idempotency"></a><a href="#producer-idempotency" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Producer idempotency</h3> |
| <p>The other available approach to message deduplication is to ensure that each message is <em>only produced once</em>. This approach is typically called <strong>producer idempotency</strong>. The drawback of this approach is that it defers the work of message deduplication to the application. In Pulsar, this is handled at the <a href="/docs/en/2.4.2/reference-terminology#broker">broker</a> level, which means that you don't need to modify your Pulsar client code. Instead, you only need to make administrative changes (see the <a href="/docs/en/2.4.2/cookbooks-deduplication">Managing message deduplication</a> cookbook for a guide).</p> |
| <h3><a class="anchor" aria-hidden="true" id="deduplication-and-effectively-once-semantics"></a><a href="#deduplication-and-effectively-once-semantics" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Deduplication and effectively-once semantics</h3> |
| <p>Message deduplication makes Pulsar an ideal messaging system to be used in conjunction with stream processing engines (SPEs) and other systems seeking to provide <a href="https://streaml.io/blog/exactly-once">effectively-once</a> processing semantics. Messaging systems that don't offer automatic message deduplication require the SPE or other system to guarantee deduplication, which means that strict message ordering comes at the cost of burdening the application with the responsibility of deduplication. With Pulsar, strict ordering guarantees come at no application-level cost.</p> |
| <blockquote> |
| <p>More in-depth information can be found in <a href="https://streaml.io/blog/pulsar-effectively-once/">this post</a> on the <a href="https://streaml.io/blog">Streamlio blog</a></p> |
| </blockquote> |
| </span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/en/2.4.2/concepts-overview"><span class="arrow-prev">← </span><span>Overview</span></a><a class="docs-next button" href="/docs/en/2.4.2/concepts-architecture-overview"><span>Architecture</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#messages">Messages</a></li><li><a href="#producers">Producers</a><ul class="toc-headings"><li><a href="#send-modes">Send modes</a></li><li><a href="#compression">Compression</a></li><li><a href="#batching">Batching</a></li></ul></li><li><a href="#consumers">Consumers</a><ul class="toc-headings"><li><a href="#receive-modes">Receive modes</a></li><li><a href="#listeners">Listeners</a></li><li><a href="#acknowledgement">Acknowledgement</a></li><li><a href="#negative-acknowledgement">Negative acknowledgement</a></li><li><a href="#acknowledgement-timeout">Acknowledgement timeout</a></li><li><a href="#dead-letter-topic">Dead letter topic</a></li></ul></li><li><a href="#topics">Topics</a></li><li><a href="#namespaces">Namespaces</a></li><li><a href="#subscription-types">Subscription types</a><ul class="toc-headings"><li><a href="#exclusive">Exclusive</a></li><li><a href="#failover">Failover</a></li><li><a href="#shared">Shared</a></li><li><a href="#key_shared">Key_Shared</a></li></ul></li><li><a href="#multi-topic-subscriptions">Multi-topic subscriptions</a></li><li><a href="#partitioned-topics">Partitioned topics</a><ul class="toc-headings"><li><a href="#routing-modes">Routing modes</a></li><li><a href="#ordering-guarantee">Ordering guarantee</a></li><li><a href="#hashing-scheme">Hashing scheme</a></li></ul></li><li><a href="#non-persistent-topics">Non-persistent topics</a><ul class="toc-headings"><li><a href="#performance">Performance</a></li><li><a href="#client-api">Client API</a></li></ul></li><li><a href="#message-retention-and-expiry">Message retention and expiry</a></li><li><a href="#message-deduplication">Message deduplication</a><ul class="toc-headings"><li><a href="#producer-idempotency">Producer idempotency</a></li><li><a href="#deduplication-and-effectively-once-semantics">Deduplication and effectively-once semantics</a></li></ul></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="copyright">Copyright © 2022 The Apache Software Foundation. All Rights Reserved. Apache, Apache Pulsar and the Apache feather logo are trademarks of The Apache Software Foundation.</section><span><script> |
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