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Agile Java Man

Musings on Data Science, Software Architecture, Functional Programming and whatnot.

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Agile Java Man | javaagile.blogspot.com Reviews

https://javaagile.blogspot.com

Musings on Data Science, Software Architecture, Functional Programming and whatnot.

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1

Agile Java Man: September 2014

http://javaagile.blogspot.com/2014_09_01_archive.html

Musings on Java, Software Architecture, Agile Methodologies and whatnot. Tuesday, September 30, 2014. Constructors and Assignment in Different Languages. If you focus on Java all the time it's easy to forget that something as simple as constructors and assignments follow very different paths in other languages. Let's say we have a simple Scala class that takes no arguments in construction:. Def fn() = { println("ClassWithNoArgs.fn") }. Now, let's instantiate it, assign it and use it:. Def fn() = {. We ca...

2

Agile Java Man: K-Means Clustering

http://javaagile.blogspot.com/2015/08/k-means-clustering.html

Musings on Java, Software Architecture, Agile Methodologies and whatnot. Wednesday, August 5, 2015. K-Means is a clustering algorithm that tells you were the centres are in a set of data points. It "has the major disadvantage that you must pick k [the number of centres] in advance. On the plus side, it’s easy to implement". A simple implementation is just a few lines of Scala although it can be used on a much larger scale in MLLib/Spark. Data - read.csv("/tmp/point.csv", header=F). Val distances = points...

3

Agile Java Man: August 2015

http://javaagile.blogspot.com/2015_08_01_archive.html

Musings on Java, Software Architecture, Agile Methodologies and whatnot. Thursday, August 20, 2015. Is something you should avoid. All shuffle data must be written to disk and then transferred over the network" (from here. This can be very expensive on a large data set. If the data is evenly distributed but a query asks for it to be grouped according to an arbitrary criteria, much movement will ensue. Therefore, groupByKey. Objects, our code would look something like:. Which would first turn our Record.

4

Agile Java Man: May 2015

http://javaagile.blogspot.com/2015_05_01_archive.html

Musings on Java, Software Architecture, Agile Methodologies and whatnot. Thursday, May 28, 2015. Testing a Lambda Architecture in a single JVM. Has become very fashionable but how best to test it in a single JVM? Basically, Lambda Architecture is composed of three layers. A large store of data (eg, HDFS) against which you can run batch jobs. Real time data processing (eg, Spark Streaming). A fast access layer (eg, Cassandra). Hadoop has a MiniCluster. Once you have changed your POM, you can use it with:.

5

Agile Java Man: Scala's conform idiom

http://javaagile.blogspot.com/2015/06/scalas-conform-idiom.html

Musings on Java, Software Architecture, Agile Methodologies and whatnot. Tuesday, June 30, 2015. This is an odd little fellow in akka.testkit.TestFSMRef. Class TestFSMRef[S, D, T : Actor](. Name: String) (implicit ev: T : FSM[S, D]). What is that :. It turns out that it comes from Predef, thus:. Sealed abstract class : [-From, To] extends (From = To) with Serializable. Private[this] final val singleton : = new : [Any,Any] { def apply(x: Any): Any = x }. Well, there is a single, implicit $conforms[A].

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