Released Mocked Streams for Apache Kafka
Kafka Streams is a deployment-agnostic stream processing library written in Java. Even though Kafka has a great test coverage, there is no easy way to write unit-tests for processing topologies, until now. I released Mocked Streams for Scala, which simply allows you to unit-test multi-input and output stateful stream topologies (since Apache Kafka >= 0.10.1) without Zookeeper and Kafka Brokers in your favorite Scala testing framework e.g. ScalaTest and Specs2.
import com.madewithtea.mockedstreams.MockedStreams
val input = Seq(("x", "v1"), ("y", "v2"))
val expe = Seq(("x", "V1"), ("y", "V2"))
val strings = Serdes.String()
MockedStreams()
.topology { builder => builder.stream(...) [...] }
.input("topic-in", strings, strings, input)
.output("topic-out", strings, strings, expe.size) shouldEqual expe
Mocked Streams
Mocked Streams 1.0 is a library which allows you to do the latter without much boilerplate code and in your favourite Scala testing framework. It wraps the org.apache.kafka.test.ProcessorTopologyTestDriver class, but adds more syntactic sugar to keep your test code simple. The features of the 1.0 release include:
- Multiple input and output streams
- Specify your topologies as a function: (KStreamBuilder => Unit)
- Use .config to pass your Kafka Streams configuration (e.g. Timestamp extractor)
- Use .outputTable to match against the compacted table output as Map[K,V]
- Support for Scala 2.11.8
- Support for Apache Kafka 0.10.1.0
Multiple Inputs and Outputs
val ms = MockedStreams()
.topology { builder => builder.stream(...) [...] }
.input("in-a", strings, ints, inputA)
.input("in-b", strings, ints, inputB)
.stores(Seq("store-name")) ms.output("out-a", strings, ints, expA.size) shouldEqual(expectedA)
ms.output("out-b", strings, ints, expB.size) shouldEqual(expectedB)
Getting Started
See the README for using Mocked Streams. For examples check out the test code of Mocked Streams itself. Mocked Streams is also located in the Maven Central Repository, hence you just need to add:
libraryDependencies += "com.madewithtea" %% "mockedstreams" % "1.0.0" % "test"
If you have any questions or issues regarding Mocked Streams, get in touch via Github. Alternatively, you can get in contact via mail.
Released Mocked Streams for Apache Kafka的更多相关文章
- Apache Samza - Reliable Stream Processing atop Apache Kafka and Hadoop YARN
http://engineering.linkedin.com/data-streams/apache-samza-linkedins-real-time-stream-processing-fram ...
- Apache Kafka for Item Setup
At Walmart.com in the U.S. and at Walmart's 11 other websites around the world, we provide seamless ...
- Apache Kafka:下一代分布式消息系统
[http://www.infoq.com/cn/articles/apache-kafka/]分布式发布-订阅消息系统. Kafka是一种快速.可扩展的.设计内在就是分布式的,分区的和可复制的提交日 ...
- Apache Kafka: Next Generation Distributed Messaging System---reference
Introduction Apache Kafka is a distributed publish-subscribe messaging system. It was originally dev ...
- DataPipeline |《Apache Kafka实战》作者胡夕:Apache Kafka监控与调优
胡夕 <Apache Kafka实战>作者,北航计算机硕士毕业,现任某互金公司计算平台总监,曾就职于IBM.搜狗.微博等公司.国内活跃的Kafka代码贡献者. 前言 虽然目前Apache ...
- An Overview of End-to-End Exactly-Once Processing in Apache Flink (with Apache Kafka, too!)
01 Mar 2018 Piotr Nowojski (@PiotrNowojski) & Mike Winters (@wints) This post is an adaptation o ...
- How Cigna Tuned Its Spark Streaming App for Real-time Processing with Apache Kafka
Explore the configuration changes that Cigna’s Big Data Analytics team has made to optimize the perf ...
- 《Apache Kafka 实战》读书笔记-认识Apache Kafka
<Apache Kafka 实战>读书笔记-认识Apache Kafka 作者:尹正杰 版权声明:原创作品,谢绝转载!否则将追究法律责任. 一.kafka概要设计 kafka在设计初衷就是 ...
- Streaming SQL for Apache Kafka
KSQL是基于Kafka的Streams API进行构建的流式SQL引擎,KSQL降低了进入流处理的门槛,提供了一个简单的.完全交互式的SQL接口,用于处理Kafka的数据. KSQL是一套基于Apa ...
随机推荐
- C# 静态函数调用窗体控件
回调函数方法是静态函数,需要调用窗体控件,赋值或取值. 定义 public static Form1 mainFrm; mainFrm = this; public partial class F ...
- 数据结构顺序表删除所有特定元素x
顺序表类定义: template<class T> class SeqList : { public: SeqList(int mSize); ~SeqList() { delete[] ...
- 实现Windows Phone 8中ListBox的分页加载
功能就是ListBox滚动到最下方的时候,能够自动加载下一页的内容. 解决问题的关键就是如何判断ListBox已经加载到了最底部. 网上找了两个解决方法: 1 http://googlers.itey ...
- 【编程题目】和为 n 连续正数序列
51.和为 n 连续正数序列(数组).题目:输入一个正数 n,输出所有和为 n 连续正数序列.例如输入 15,由于 1+2+3+4+5=4+5+6=7+8=15,所以输出 3 个连续序列 1-5. 4 ...
- windows端口备忘
FTP 端口号21 SSH 端口号22 Telnet 端口号23
- 数据结构之AVL树
AVL树是高度平衡的而二叉树.它的特点是:AVL树中任何节点的两个子树的高度最大差别为1. 旋转 如果在AVL树中进行插入或删除节点后,可能导致AVL树失去平衡.这种失去平衡的可以概括为4种姿态:LL ...
- Thinkphp3.2中的模板继承
1:模板继承: 是3.1.2版本添加的一项更加灵活的模板布局方式,模板继承不同于模板布局,甚至来说,应该在模板布局的上层.模板继承其实并不难理解,就好比 类的继承一样,模板也可以定义一个基础模板( ...
- Jmeter 提取http请求返回值里json数据参数化方法
第三方插件下载地址:http://jmeter-plugins.org/downloads/all/ 插件下载后解压:找到JMeterPlugins-Extras.jar,把JMeterPlugins ...
- Ubuntu下调整swap分区的大小
转自:http://blog.chinaunix.net/uid-7573623-id-2048964.html 由于安装oracle 的时候,swap太小不能继续安装,于是想有什么方法在不不用安装o ...
- 【翻译三】java-并发之线程对象和实现
Thread Objects Each thread is associated with an instance of the class Thread. There are two basic s ...