

{"id":15126,"date":"2018-05-28T06:07:37","date_gmt":"2018-05-28T06:07:37","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=15126"},"modified":"2018-05-28T06:07:37","modified_gmt":"2018-05-28T06:07:37","slug":"kafka-vs-rabbitmq","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/kafka-vs-rabbitmq\/","title":{"rendered":"Kafka VS RabbitMQ | Difference between RabbitMQ &amp; Kafka"},"content":{"rendered":"<p><span style=\"font-weight: 400\">It is very frequent question that, what are the differences between RabbitMQ and Kafka. So, in this article &#8220;Kafka VS RabbitMQ&#8221;, we will learn the complete feature wise comparison of <strong>Apache Kafka<\/strong> vs RabbitMQ.<br \/>\n<\/span><\/p>\n<p><span style=\"font-weight: 400\">Moreover, we will throw light on the best scenarios for when to use Kafka as well as RabbitMQ. Also, we will see a brief intro of Apache Kafka and RabbitMQ. Along with this, we will also go through the requirement and use cases for both Kafka and RabbitMQ.<\/span><\/p>\n<p>So let&#8217;s start Kafka Vs RabbitMQ.<\/p>\n<h2><span style=\"font-weight: 400\">Introduction to Kafka &amp; RabbitMQ<\/span><\/h2>\n<h3>a. What is Apache Kafka?<\/h3>\n<p><span style=\"font-weight: 400\">Apache Kafka is a leading performer. We can say Kafka outplays RabbitMQ as well as all other message<strong> brokers<\/strong>. Moreover, Kafka scales nicely up to 100,000 msg\/sec even on a single server, as we add more hardware.<\/span><\/p>\n<p><span style=\"font-weight: 400\">The output of Kafka\u2019s design:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">To a topic, messages published are distributed into partitions.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">In partition, messages are represented as a log stream.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The consumer is responsible for moving through this stream.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Moreover, messages from each partition are processed in-order only.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Basically, in order to work with \u201cfast\u201d <strong>Kafka Consumers<\/strong>, Kafka is optimized. Although, it can also work with \u201cslow\u201d consumers, still, dealing with some critical situations is somehow difficult because there are some consequences with the partition-centric design of it.<\/span><\/p>\n<p><span style=\"font-weight: 400\">However, there is one major limitation, that is each partition can have only one logical consumer in the consumer group. Hence, that implies while working with \u201cslow\u201d messages single issue (slow processing) blocks all other messages submitted to this partition after that message. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Although, we can resolve these issues with different strategies, like to run another Kafka consumer group and synchronize it with existing consumer in order to avoid duplicated processing of messages.<\/span><\/p>\n<h3>b. What is RabbitMQ?<\/h3>\n<p><span style=\"font-weight: 400\">RabbitMQ supports a huge number of development platforms, with ease of use and maturity. Basically, it\u00a0<\/span><span style=\"font-weight: 400\">scales nicely about 20,000 msg\/sec on a single server. Although, as we add more servers, it also scales well.\u00a0<\/span><span style=\"font-weight: 400\">The output of RabbitMQ design:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Messages published to queues (through exchange points).<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Multiple consumers can connect to a queue.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Message broker distribute messages across all available consumers.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Also, we can redeliver the message if the consumer fails.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Delivery order guaranteed for queues with a single consumer (this is not possible when the queue has multiple consumers).<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Hence, if overall throughput is enough for our requirements, this message broker can work well for \u201cfast\u201d consumers.<\/span><\/p>\n<p><span style=\"font-weight: 400\">However, in work with \u201cslow\u201d consumers, we have the additional benefit. For suppose, if some consumer is stuck with some very slow processing, other messages will stick in the queue as well unless we have other consumers connected. <\/span><\/p>\n<p><span style=\"font-weight: 400\">That says by adding more consumers to the queue we are bypassing processing limitations. So, we just need to run another process and RabbitMQ will take care of the rest.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">Apache Kafka vs RabbitMQ<\/span><\/h2>\n<p>Let&#8217;s start complete feature wise comparison between Kafka vs RabbitMQ.<\/p>\n<div id=\"attachment_15616\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/05\/Comparison-01.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-15616\" class=\"wp-image-15616 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/05\/Comparison-01.jpg\" alt=\"Comparison of Kafka and RabbitMQ\" width=\"1200\" height=\"628\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/05\/Comparison-01.jpg 1200w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/05\/Comparison-01-150x79.jpg 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/05\/Comparison-01-300x157.jpg 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/05\/Comparison-01-768x402.jpg 768w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/05\/Comparison-01-1024x536.jpg 1024w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-15616\" class=\"wp-caption-text\">Comparison of Kafka and RabbitMQ<\/p><\/div>\n<p><strong>Kafka VS RabbitMQ<\/strong><\/p>\n<h3><span style=\"font-weight: 400\">a. What is it?<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">In simple words, for high-ingress data streams and replay, Apache Kafka is a message bus optimized.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Whereas, RabbitMQ is a solid, mature, general-purpose message broker which supports various standardized protocols like AMQP<\/span><\/p>\n<h3><span style=\"font-weight: 400\">b. Origins<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">It is developed in <strong>Scala<\/strong>. Moreover, it started out at LinkedIn as a way to connect different internal systems. Afterwards, Apache Software Foundation adopted Kafka within the ecosystem of products. Moreover, in event-driven architecture, it is useful.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Originally, it was developed to implement AMQP, an open wire protocol for messaging with powerful routing features. <\/span><\/p>\n<p><span style=\"font-weight: 400\">However, just because\u00a0\u00a0<strong>Java<\/strong>\u00a0already has messaging standards like JMS, hence, for non-Java applications it is not helpful\u00a0since that need distributed messaging which is severely limiting to any integration scenario, either microservice or monolithic. <\/span><\/p>\n<p><span style=\"font-weight: 400\">So, cross-language flexibility became real for open source message brokers, with the advent of AMQP.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">c. Primary use<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Apache Kafka, build applications that process and re-process streamed data on disk.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">It process high-throughput and reliable background jobs, communication and integration within, and between applications.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">d. License<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Apache Kafka is an open Source through Apache License 2.0.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Whereas RabbitMQ is also open Source through Mozilla Public License.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">e. Written in<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Apache Kafka is Written in <strong>Scala<\/strong> (JVM).<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">And, RabbitMQ is written in Erlang.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">f. Client Libraries<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">There are many client libraries including Ruby, <strong>Python<\/strong>, Node.js, and Java.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">RabbitMQ includes many mature libraries,\u00a0like Ruby, Python, Node.js, Clojure, Go, <strong>Java<\/strong> and C. <\/span><\/p>\n<h3><span style=\"font-weight: 400\">g. Developer Experience<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">It has made strides in this area, and while it only ships a Java client, there is a growing catalogue of community open source clients, ecosystem projects, and well as an adapter SDK allowing you to build your own system integration. Here,\u00a0much of the configuration is performs by .properties files.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Its client libraries are mature and well documented and officially supports following: Java, Spring, .NET, PHP, Python, Ruby, JavaScript, Go, Elixir, Objective-C, Swift- with many other clients and dev tools via community plugins.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">h. Support for High Availability (HA)<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Yes, Apache Kafka supports for high availability.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Similarly, it also supports high availability.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">i. Federated Queues<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">No, Apache Kafka does not support federated queues.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Whereas, it supports federated queues. This feature offers a way of balancing the load of a single queue across nodes or clusters.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">j. Complex Routing Scenarios<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Apache Kafka is capable to perform Complex routing scenarios.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Whereas, it is not capable of performing Complex routing scenarios.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">k. Hosted Solution &amp; Enterprise Support<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>Apache Kafka<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">It is available from CloudKarafka. In the whole world, CloudKarafka is first with a free hosted Apache Kafka as Service plan.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">It is available from CloudAMQP. CloudAMQP is operating and providing support to the largest fleet of RabbitMQ clusters in the world. <\/span><\/p>\n<h2><span style=\"font-weight: 400\">Requirements and Use Cases<\/span><\/h2>\n<p>Below, we are discussing requirements and use cases of Kafka and RabbitMQ<\/p>\n<ul>\n<li style=\"font-weight: 400\"><strong>Apache Kafka <\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Here, we are listing some best scenarios for Kafka, such as:<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400\">Through Kafka, stream from A to B without complex routing, with maximal throughput (100k\/sec+), delivered in partitioned order at least once.<\/span><\/li>\n<li><span style=\"font-weight: 400\">While our application requires access to stream history, delivered in partitioned order at least once. Hence, we can say it is a durable message store and also on demand, clients can get a \u201creplay\u201d of the event stream, as it is not possible in more traditional message brokers where once a message has been delivered, it is removed from the queue.<\/span><\/li>\n<li><span style=\"font-weight: 400\">In order to perform Stream Processing.<\/span><\/li>\n<li><span style=\"font-weight: 400\">Also, for Event Sourcing.<\/span><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400\"><strong>RabbitMQ<\/strong><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Here, we are listing best scenarios for RabbitMQ, such as:<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400\"> In order to work with any combination of existing protocols such as AMQP 0-9-1, STOMP, MQTT, AMQP 1.0.<\/span><\/li>\n<li><span style=\"font-weight: 400\">While we require a finer-grained consistency control\/guarantees on a per-message basis (dead letter queues, etc.) although, we can say for transactions, Kafka has recently added better support.<\/span><\/li>\n<li><span style=\"font-weight: 400\"> Also, our application requires variety from point to point, request\/reply, and publish\/subscribe messaging.<\/span><\/li>\n<li><span style=\"font-weight: 400\"> Moreover, for Complex routing to consumers, integrate multiple services\/apps with non-trivial routing logic.<\/span><\/li>\n<\/ol>\n<p>So, this was all about Apache Kafka vs RabbitMQ. Hope you like our explanation.<\/p>\n<h2><span style=\"font-weight: 400\">Conclusion<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Hence, in this article Kafka vs RabbitMQ, we have seen Kafka\u2019s design, 100k\/sec performance is often a key driver for people choosing Apache Kafka.<\/span><\/p>\n<p><span style=\"font-weight: 400\"> Although, above comparison will resolve many of your doubt regarding Apache Kafka VS RabbitMQ. Still, if any doubt occurs regarding Kafka vs RabbitMQ, feel free to ask in the comment section.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>It is very frequent question that, what are the differences between RabbitMQ and Kafka. So, in this article &#8220;Kafka VS RabbitMQ&#8221;, we will learn the complete feature wise comparison of Apache Kafka vs RabbitMQ.&#46;&#46;&#46;<\/p>\n","protected":false},"author":5,"featured_media":15604,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[825,2772,7972,11295,11296,15798,15892],"class_list":["post-15126","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kafka","tag-apache-kafka","tag-comparison-of-kafka-and-rabbitmq","tag-kafka-vs-rabbitmq-2018","tag-rabbitmq","tag-rabbitmq-vs-kafka","tag-what-is-kafka","tag-what-is-rabbitmq"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Kafka VS RabbitMQ | Difference between RabbitMQ &amp; Kafka - DataFlair<\/title>\n<meta name=\"description\" content=\"Kafka vs RabbitMQ, what is Kafka &amp; RabbitMQ, Comparison of Apache Kafka and RabbitMQ, requirements and use cases for Kafka &amp; 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