Friday, August 15, 2014

Java 8 Mixin

Java 8 introduced default interface methods. These allow an interface to provide a "default" implementation of a given method.  The default methods are used in Java 8 to add new behaviors to collections (mostly around streams) without breaking existing implementations.

Default methods also open Java to the type of language construct known as a mixin (ruby) or trait (scala).  This blog post illustrates using default methods to add comparison behavior in a class.

Problem to solve...

Java has a cumbersome API used to compare objects.  The compareTo method returns an integer whose value and sign defines if the objects are less than, equal to or greater than each other.  I want to improve this by defining a interface that has default implementations of isLessThan, isGreaterThan and isEqualTo mixin methods.  I want to be able to simply take a class that already implements Comparable and change the interface it implements to one with these new default methods. 

To demonstrate this concept I'm going to use a Zombie domain class.  The type of  a zombie defines how it compares to other zombies.  The hierarchy is as follows: Walkers are less than Runners, which are less than Fatties, which are less than Abominations (nod to Zombicide).

This first version of the Zombie class implements the Comparable interface and implements the corresponding compareTo method.  The test for the class ensures the compareTo method works based on the integer and sign returned from the method.


Solution...

This test illustrates the issue I want to fix.  To determine if one zombie is bigger than another I need to check the returned value.  This makes the code difficult to read especially for developers not familiar with the compareTo function.  It is not a fluent API.  I can improve this using an interface with some default methods.

This interface will add the methods I am looking for to my Zombie class - it could add these methods to any class that already implements Comparable. The technique used here is that I am referencing a method that the class already has - compareTo, and expanding how it can be used.

The final listing shows that Zombie now implements Compares, and no additional changes.  The tests now use the new isLessThan, isGreaterThan and isEqualTo default methods.

Wrap-up

Default methods add another technique you can use to mange cross cutting behaviors in your classes.  At first glance they seem to be a hack used by the API designers to extend the old Java APIs.  I think they are solid addition to the language.

Sunday, May 11, 2014

Agile - where to start?

Understanding Culture
If you ask me about the culture of running I shouldn’t start by telling you to do long slow runs on Sundays. While long runs are part of the story they are simply a practice. No, I need to give you some context by describing the values or principles of running. Maybe the idea that runners (vs. joggers) value running as a sport - beyond just fitness. Runners come in all speeds but they push themselves to improve - which is a principle. Doing longer runs is a training practice that can improve your ability. Traditionally, runners do long runs on Sunday but you can do them on other days.


You understand the culture based on the values and principles. The practices make sense within the larger context. You better understand why the long run is important. What if all your training runs are the same distance (you don't do long runs) are you really a runner? Well, if you believe in the values and follow the principles - then yes.



This idea can expressed as follows: Culture = Values + Principles (which are expressed through practices)



Understanding Agile Culture
I believe the same is true for understanding agile software development. Often we start by talking about stand-ups, stories, automated testing and all the other practices without setting the larger context. First you need to understand the culture (values and principles) before comprehending how they are expressed by practices.


Agile software development, as a culture, is defined by the Agile Manifesto. The four values and twelve practices define what and how we seek to achieve a goal. Missing these fundamental ideas leads to an incomplete understanding. Why not count "development complete" stories as progress? Because we value working code and believe that is the only measure of progress.


Start with understanding the agile values and principles
There is a lot of content about agile software development.  Lots of cool ideas, ways to communicate, retrospect, organize and enable successful projects - you can quickly lose your way and miss the big picture.


So, start your journey at the Agile Manifesto site and branch out from there. First learn the basics then understand how the practices fit together and enable the principles and values. Oh, and try to get in your long runs maybe a running partner (or pair?) that can help your focus and commitment.

Saturday, April 26, 2014

Hamcrest Matching with Lambdas

Using Hamcrest matchers within your JUnit tests is a great way to create understandable, fluent tests.  You can make this test matching special by creating your own matchers specific to the objects you are testing.

In this blog post I will show you how to author custom Hamcrest matchers.  I'll also show how lambdas can make these custom matchers simpler to code and a bit more expressive.

Set-up

I'm using Java 8 in my example.  You will also need to include the appropriate Junit and Hamcrest jars.  The normal Junit jars come with a small portion of the Hamcrest matchers included as a dependency.  I suggest using the Junit jar without Hamcrest and including the full core Hamcrest as a seperate dependency.

My build.gradle file, notice the junit and hamcrest dependencies.

apply plugin: 'java'

repositories {
    mavenCentral()
}

dependencies {
    testCompile 'junit:junit-dep:4.+'
    testCompile 'org.hamcrest:hamcrest-core:1.+'
}

In my example we are killing zombies, my Zombie class is here.

Custom Hamcrest Matcher

There are a couple of abstract classes you can use from Hamcrest to build your custom matcher.  I'm using TypeSafeMatcher<T>, the generic is the class for which you are creating the matcher.  This method creates a custom matcher that asserts the type of zombie.

Hamcrest ensures your target object is the correct type and is not null.  The remaining methods to create are:
  1. protected boolean matchesSafely(Zombie zombie)
    This is where you do the actual matching to ensure the actual result matches expected.
  2. public void describeTo(Description description)
    These methods are used to build a failure message (see in red below).  This method creates the first line - "Expected: <description>"
  3. protected void describeMismatchSafely(Zombie zombie,    Description description
    This method creates the second line - "but: <description>"
java.lang.AssertionError: 
Expected: Zombie should be ABOMINATION
     but: was WALKER

Test Class using Custom Matcher

Custom Hamcrest Matcher using Lambdas

All good stuff and leads to expressive tests.  However, all the boiler-plate code around the custom matcher is tedious.  This is where lambdas can be used to simplify the custom matcher.

First: create a generic matcher that accepts lambdas.

This class is a template that can be used in multiple custom matchers.  It allows you to use lambda expressions in place of the custom matcher methods.

matchesSafely becomes a Predicate function
describeTo becomes a Consumer function
describeMismatchSafely becomes a BiConsumer (two argument consumer)

Using this class you can instantiate custom matchers with much less code.

Revised Zombie matcher using lambdas and the templates matcher class.

This class implements three custom Zombie matchers in the same space as the original version used to implement one custom matcher.


Monday, February 10, 2014

No Null Checks: Use Optional

I have a method that can return a null value.

Use the return type of Optional to let callers know they need to handle absent values.


In this example the null check is needed because the city code may not exist in the repository.

However, it is not clear from the findCity method that a null could be returned.  

When it is possible for a null to be returned from a method use an Optional wrapper class to let the caller know what to expect and that they need to handle the case where the value is absent.

The optional class contains the instance that can be null and offers several convenience methods to elegantly handle the null condition.  Java 8 users should use the java.util.Optional version - since it is integrated into the various Java 8 APIs.  For other users there is a version in the Google Guava framework. 

Refactoring the null check example results in the following new implementation.

By returning Optional from the findCity method we are explicitly letting callers know that we might not find the city based on the code. There are a lot of interesting methods you can use on Optional to deal with missing values - here are a couple to get you started.

No Null Checks: Common Null Argument Checker

I want to fail fast when arguments passed into my method are null.
Use a common null check method to fail fast when input arguments are null.


This example is explicitly checking if the employee instance and throwing the NullPointerException to quickly fail the method call.

There are several utility classes that can implement this logic for you.  Both Java 8 and Google Guava include an Objects class that encapsulates and exposes this logic in different ways.

However, my preferred solution is to use the Lombok framework's @NonNull annotation. If you are not using Lombok get on-board…and stop bellyaching about how Java is so verbose!

This is what it looks like:

With this annotation if the generatePaycheck is invoked with a null employee reference a NullPointerException is thrown.

With the Java 8 Objects class the following checks are possible. Note, I did a static import on the Objects class - I believe this improves the readability of the code.

Don't make these checks a default for every method. Review where you put these types of checks in your code. I have seen teams go overboard, checking for nulls at every turn.

If it is a private method do you really need the null check?
Why are you processing null references in the first place?

No Null Checks: Use firstNonNull method

When a reference is null I need to use a default value.
Use a common method to encapsulate selecting the first non null value.


In this example I am getting a package quantity for a product.  Since the data is not perfect, I use either the quantity, inner pack quantity or a default.  Since this method is in a domain object this is the only place this logic lives.

There are several firstNonNull methods you can use.  The one below is from apache commons and uses a variable argument parameter - so you can pick between many fields for the first non null value.  The one downside is that it returns null if all the values are null.  Be use to include a constant default in the group.


Another option is to roll your own utility method using lambdas.

The findFirst function returns an instance of Optional. The terminating get method call is on the Optional and throws a NoSuchElementException if all the arguments are null.

No Null Checks: Use Optional and supplier functions

I need to call a getter on an instance that might be null.
Use Optional and supplier functions to navigate an object chain that may contain nulls.

Here I am trying to return the Street portion of an Employee's address.  If anything is missing I will use an empty string as the Street name.  But I need to check for nulls at every turn.  This results in a nasty triple nested null check.

This is a common pattern, other languages have a null safe getter construct that can be used.  Groovy has the elvis operator - ?. that will simply return a null.

With Java 8 you can use the Optional class with the map method to navigate the object chain.

Simply chaining these map calls together and using the method literal you can safely navigate this object chain. The revised method is significantly less complicated - which is a good thing.