Microservices, or “How to spread the love”

For some time, people have been talking about microservices. I say “some time” for two reasons: 1) It’s a good opening line, and 2) I have no clue how long people have been talking about them. I just heard the term for the first time about four months ago. So if I start talking about them now, while I still know virtually nothing, I can get at least two more future posts on the subject talking about how I was doing it wrong in the beginning.

In the meantime, I have been talking about them quite a bit recently. We’ve been using them on a project at Clear Measure and I’d like to think it’s been successful but it’s too soon to tell. I feel good about what we’ve done which, historically, has always been a good metric for me.

The topic has been covered at a technical and architectural level pretty well by Martin Fowler, so much so that he’s even collected his discussions into a nice little Microservices Resource Guide. In it, he and other ThoughtWorkians define them (to the extent that anything in software containing the word “services” can be defined), point out pros and cons compared to monolithic applications, describe testing strategies, and cover off the major success stories in the space.

That doesn’t leave much ground for me to cover which, from a marketing standpoint, is almost surely the point. But I would like to add my voice if for no other reason than to plug the podcast on the subject.

Check out the Western Devs podcast on microservices

One of the more interesting links on Fowler’s Resource Guide is tucked away at the bottom. It’s a series of posts on how SoundCloud is migrating from a monolith to microservices. Part 1 discusses how they stopped working on the monolith and performed all new work in new microservices andpart 2 is on how they split the monolith up into microservices. There were challenges in both cases, leading to other architectural decisions like event sourcing.

The arguments for and against are, predictably, passionate and academic. “Overkill!” you say. “Clean boundaries!” sez I. “But…DevOps!” you counter. “Yes…DevOps!” I respond. But SoundCloud’s experience, to me, is the real selling point of microservices. Unlike Netflix and Amazon, it’s a scale that is still relatable to many of us. We can picture ourselves in the offices there making the same decisions they went through and running up against the same problems. These guys have BEEN THERE, man! Not moving to microservices because they have to but because they had a real problem and needed a solution.

Now if you read the posts, there’s a certain finality to them. “We ran into this problem so we solved it by doing X.” What’s missing from the narrative is doubt. When they ran into problems that required access to an internal API, did anyone ask if maybe they defined the boundaries incorrectly? Once event sourcing was introduced, was there a question of whether they were going too far down a rabbit hole?

That’s not really the point of these posts, which is merely to relay the decision factors to see if it’s similar enough to your situation to warrant an investigation into microservices. All the same, I think this aspect is important for something still in its relative infancy, because there are plenty of people waiting to tell you “I told you so” as soon as you hit your first snag. Knowing SoundCloud ran into the same doubt can be reassuring. Maybe I’m just waiting for Microservices: The Documentary.

Regardless, there are already plenty of counter-arguments (or more accurately, counter-assumptions) to anecdotal evidence. Maybe the situation isn’t the same. They have infrastructure. They have money and time to rewrite. They have confident, “talented” developers who always know how to solve architectural problems the right away.

So now I’ve more or less done what I always do when I talk microservices, which is talk myself into a corner. Am I for ‘em or agin ‘em? And more importantly, should you, reader, use them?

The answer is: absolutely, of course, and yes. On your current project? That’s a little murkier. The experience is there and microservices have been done successfully. It’s still a bit of a wild west which can be exciting if you ain’t much for book learnin’. But “exciting” isn’t always the best reason to decide on an architecture if someone else is paying the bills. As with any architectural shift, you have to factor in the human variables in your particular project.

For my limited experience, I like them. They solve one set of problems nicely and introduce a new set of problems that are not only tractable, but fun, in this hillbilly’s opinion.

And why else did you get into the industry if not to have fun?

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Outside the shack, or “How to be a technology gigolo”

Almost four years ago, I waxed hillbilly on how nice it was to stick with what you knew, at least for side projects. At the time, my main project was Java and my side projects were .NET. Now, my main project is .NET and for whatever reason, I thought it would be nice to take on a side project.

The side project is Western Devs, a fairly tight-knit community of developers of similar temperament but only vaguely similar backgrounds. It’s a fun group to hang out with online and in person and at one point, someone thought “Wouldn’t it be nice to build ourselves a website and have Kyle manage it while we lob increasingly ridiculous feature requests at him from afar?”

Alas, I suffer from an unfortunate condition I inherited from my grandfather on my mother’s side called “Good Idea At The Time Syndrome” wherein one sees a community in need and charges in to make things right and damn the consequences on your social life because dammit, these people need help! The disease is common among condo association members and school bus drivers. Regardless, I liked the idea and we’re currently trying to pull it off.

The first question: what do we build it in? WordPress was an option we came up with early so we could throw it away as fast as possible. Despite some dabbling, we’re all more or less entrenched in .NET so an obvious choice was one of the numerous blog engines in that space. Personally, I’d consider Miniblog only because of its author.

Then someone suggested Jekyll hosted on GitHub pages due to its simplicity. This wasn’t a word I usually assocated with hosting a blog, especially one in .NET, so I decided to give it a shot.

Cut to about a month later, and the stack consists of:

Of these, the one and only technology I had any experience with was Rake, which I used to automate UI tests at BookedIN. The rest, including Markdown, were foreign to me.

And Lord Tunderin’ Jayzus I can not believe how quickly stuff came together. With GitHub Pages and Jekyll, infrastructure is all but non-existent. Octopress means no database, just file copying. Markdown, Slim and SASS have allowed me to scan and edit content files easier than with plain HTML and CSS. The Minimal Mistakes theme added so much built-in polish that I’m still finding new features in it today.

The most recent addition, and the one the prompted this post, was Travis. I’m a TeamCity guy and have been for years. I managed the TeamCity server for CodeBetter for many moons and on a recent project, had 6 agents running a suite of UI tests in parallel. So when I finally got fed up enough with our deploy process (one can type `git pull origin source && rake site:publish` only so many times), TeamCity was the first hammer* I reached for.

One thing to note: I’ve been doing all my development so far on a MacBook. My TeamCity server is on Windows. I’ve done Rake and Ruby stuff on the CI server before without too much trouble but I still cringe inwardly whenever I have to set up builds involving technology where the readme says “Technically, it works on Windows”. As it is, I have an older version of Ruby on the server that is still required for another project and on Windows, Jekyll requires Python but not the latest version, and I need to install a later version of DevKit, etc, etc, and so on and so forth.

A couple of hours later, I had a build created and running with no infrastructure errors. Except that it hung somewhere. No indication why in the build logs and at that moment, my 5-year-old said, “Dad, let’s play hockey” which sounded less frustrating than having to set up a local Windows environment to debug this problem.

After a rousing game where I schooled the kid 34-0, I left him with his mother to deal with the tears and I sat down to tackle the CI build again. At this point, it occurred to me I could try something non-Windows-based. That’s where Travis came in (on a suggestion from Dave Paquette who I also want to say is the one that suggested Jekyll but I might be wrong).

Fifteen minutes. That’s how long it took to get my first (admittedly failing) build to run. It was frighteningly easy. I just had to hand over complete access to my GitHub repo, add a config file, and it virtually did the rest for me.

Twenty minutes later, I had my first passing build which only built the website. Less than an hour later and our dream of continuous deployment is done. No mucking with gems, no installing frameworks over RDP. I updated a grand total of four files: .travis.yml, _config.yml, Gemfile, and rakefile. And now, whenever someone checks into the `source` branch, I am officially out of the loop. I had to do virtually nothing on the CI server itself, including setting up the Slack notifications.

This is a long-winded contradiction of my post of four years ago where my uncertainty with Java drove me to the comfort of .NET. And to keep perspective, this isn’t exactly a mission critical, LOB application. All the same, for someone with 15-odd years of .NET experience under his obi, I’d be lying if I said I wasn’t amazed at how quickly one can put together a functional website for multiple authors with non-Microsoft technology you barely have passing knowledge of.

To be clear, I’m fully aware of what people say about these things. I know Ruby is a fun language and I feel good about myself whenever I do anything substantial with it. And I know Markdown is all the rage with the kids these days. It’s not really one technology on its own that made me approach epiphaniness. It’s the way all the tools and libraries intermingle so well. Which has this optimistic hillbilly feeling like his personal life and professional life are starting to mirror each other.

Is there a lesson in here for others? I hope so as it would justify me typing all this out and clicking publish committing to the repository. But mostly, like everything else, I’m just happy to be here. As I’ve always said, if you’ve learned anything, that’s your fault, not mine.

Kyle the Coalescent

* With credit to Brendan Enrick’s and Steve Smith’s Software Craftsmanship Calendar 2016

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On UI Testing

I’m part of a secret society of developers that has evolved over the years into something that has had a pretty significant impact on my career. We ask each other advice, hang out at conferences, discuss trends in the field, etc, etc, and so on and so forth. Pretention is low, content and entertainment value is high. It’s essentially everything I had hoped alt.NET would have been.

A short while ago, we had a chat. It was the latest in a series, depending on how you define “series”, where we gather together to discuss some topic, be it JavaScript frameworks, OO practices, or smoked meat. On this particular day, it was UI testing.

I don’t recall all the participants but it was a good number of the people on this list. Here, I’m going to attempt to summarize the salient points but given my memory, it’ll more likely be a dissertation of my own thoughts. Which is just as well as I recall doing more talking than I should have.

Should you UI test?

This was a common thread throughout. Anyone who has done a significant amount of UI testing has asked a variant of this question. Usually in the form, “Why the &*%$ am I doing this?”

Let it not be said that UI testing is a “set it and forget it” affair. Computers are finicky things, UI’s seemingly more so. Sometimes things can take just that one extra second to render and all of a sudden your test starts acting out a Woody Allen scene: Where’s the button? There’s supposed to be a button. YOU TOLD ME THERE WOULD BE A BUTTON!!!

Eventually, we more or less agreed that they are probably worth the pain. From my own experience, working on a small team with no QA department, they saved us on several occasions. Yes, there are the obvious cases where they catch a potential bug. But there was also a time when we had to re-write a large section of functionality with no change to the UI. I felt really good about having the tests then.

One counter-argument was whether you could just have a comprehensive suite of integration tests. But there’s something to be said for having a test that:

  1. Searches for a product
  2. Adds it to the shopping cart
  3. Browses more products
  4. Checks out
  5. Goes to PayPal and pays
  6. Verifies that you got an email

This kind of integration test is hard to do, especially when you want to verify all the little UI things in between, like whether a success message showed up or whether the number of items in the shopping cart incremented by 1.

We also had the opposite debate: If you have a comprehensive suite of UI tests and are practicing BDD, do you still need TDD and unit tests? That was an interesting side discussion that warrants a separate post.


…is ongoing. There’s no getting around that. No matter how bullet-proof you make your tests, the real world will always get in the way. Especially if you integrate with third-party services (<cough>PayPal<cough>). If you plan to introduce UI tests, know that your tests will be needy at times. They’ll fail for reasons unknown for several consecutive runs, then mysteriously pass again. They’ll fail only at certain times of the day, when Daylight Savings Time kicks in, or only on days when Taylor Swift is playing an outdoor venue in the western hemisphere. There will be no rhyme or reason to the failures and you will never, ever be able to reproduce them locally.

You’ll add sleep calls out of frustration and check in with only a vague hope that it will work. Your pull requests will be riddled with variations of “I swear I wouldn’t normally do this” and “I HAVE NO IDEA WHAT’S GOING ON”. You’ll replace elegant CSS selectors with XPath so grotesque that Alan Turing will rise from his grave only to have his rotting eyeballs burst into flames at the sight of it.

This doesn’t really jibe with the “probably worth it” statement earlier. It depends on how often you have to revisit them and how much effort goes into it. From my experience, early on the answer is: often and a lot. As you learn the tricks, it dwindles significantly.

One of those tricks is the PageObject pattern. There was universal agreement that it is required when dealing with UI tests. I’ll admit I hadn’t heard of the pattern before the discussion but at the risk of sounding condescending, it sounds more like common sense than an actual pattern. It’s something that, even if you don’t implement it right away, you’ll move toward naturally as you work with your UI tests.

Data setup

…is hard, too. At least in the .NET world. Tools like Tarantino can help by creating scripts to prime and tear down a database. You can also create an endpoint (on a web app) that will clear and reset your database with known data.

The issue with these approaches is that the “known” data has to actually be known when you’re writing your tests. If you change anything in it, Odin knows what ramifications that will have.

You can mitigate this a little depending on your technology. If you use SpecFlow, then you may have direct access to the code necessary to prime your database. Otherwise, maybe you can create a utility or API endpoints that allow you to populate your data in a more transparent manner. This is the sort of thing that a ReST endpoint can probably do pretty well.


Consensus for UI testing on mobile devices is that it sucks more than that time after the family dinner when our cousin, Toothless Maggie, cornered—…umm… we’ll leave it at: it’s pretty bad…

We would love to be proven wrong but to our collective knowledge, there are no decent ways to test a mobile UI in an automated fashion. From what I gather, ain’t no picnic doing it in a manual fashion. Emulators are laughably bad. And there are more than a few different types and versions of mobile device so you have to use these laughably bad options about a dozen different ways.


What about companies that will run through all your test scripts on multiple browsers and multiple devices? You could save some development pain that way. But I personally wouldn’t feel comfortable unless the test scripts were extremely prescriptive. And if you’re going to that length, you could argue that it’s not a large effort to take those prescriptive steps and automate them.

That said, you might get some quick bang for your buck going this route. I’ve talked to a couple of them and they are always eager to help you. Some of them will even record their test sessions which I would consider a must-have if you decide to use a company for this.


I ain’t gonna lie. I like Cucumber and Capybara. I’ve tried SpecFlow and it’s probably as good as you can get in C#, which is decent enough. But it’s hard to beat fill_in ‘Email’, :with => ‘hill@billy.edu’ for conciseness and readability. That said, do not underestimate the effort it takes to introduce Ruby to a .NET shop. There is a certain discipline required to maintain your tests and if everyone is scared to dive into your rakefile, you’re already mixing stripes with plaid.

We also discussed Canopy and there was a general appreciation for how it looks though Amir is the only one who has actually used it. Seems to balance the readability of Capybara with the “it’s still .NET” aspect of companies that fear anything non-Microsoft. It’ll be high on my list of things to try the next time I’m given the option.

Of course, there’s Selenium both the IDE and the driver. We mentioned it mostly because you’re supposed to.

Some version of Visual Studio also provided support for UI tests, both recorded and coded. The CodedUI tests are supposed to have a pretty nice fluent interface and we generally agreed that coded tests are the way to go instead of recorded ones (as if that were ever in doubt).

Ed. note: Shout out to Protractor as well. We didn’t discuss it directly but as Dave Paquette pointed out later, it helps avoid random Sleep calls in your tests because it knows how to wait until binding is done. Downside is that it’s specific to Angular.

Also: jasmine and PhantomJS got passing mentions, both favorable.

Continuous Integration

This is about as close as we got to disagreement. There was a claim that UI tests shouldn’t be included in CI due to the length of time it takes to run them. Or if they are included, run them on a schedule (i.e. once a night) rather than on every “check in” (by which we mean, every feature).

To me, this is a question of money. If you have a single server and a single build agent, this is probably a valid argument. But if you want to get full value from your UI tests, get a second agent (preferably more) and run only the UI tests on it. If it’s not interfering with your main build, it can run as often as you like. Yes, you may not get the feedback right away but you get it sooner than if you run the UI tests on a schedule.

The main takeaway we drew from the discussion, which you may have gleaned from this summary, is: damn, we should have recorded this. That’s a mistake we hope to rectify for future discussions.

Posted in UI Testing | 12 Comments

CQRS recap, or “How to resuscitate”

I’m fighting a bit with my ego at the moment which is telling me I need to provide at least four paragraphs of update on what I’ve been doing the last three years when I last posted. The fight is with my more practical side which is saying, “Name three people that have noticed.” I’ll compromise with a bulleted list because some of it does have a little bearing on the rest of this post:

  • I’m no longer with BookedIN although they are still going strong.
  • I’ve started recently with Clear Measure who has graciously relaxed their “no hillbilly” hiring policy. Guardedly.
  • For those interested in my extra-curriculars, I’m also blogging at http://kyle.baley.org where you’ll find a recent follow-up to an older post on Life in the Bahamas, which I keep getting emails about for some reason…

This past weekend, Clear Measure hosted a meetup/coding-thingy on CQRS with your host, Gabriel Schenker. Initial intended as an event by and for Clear Measurians, it was opened to the public as a means to garner feedback for future events. It was a 7-hour affair where Gabriel set out the task to perform then left us to our devices to build as much as we could while he provided guidance and answered questions.

The event itself ran as well as I expected, which, me being an optimistic sort, was awesome! And Gabriel, if you’re reading, I did manage to get to the beach today so don’t feel bad about taking that time away from me. I won’t go into logistics but wanted to get my thoughts on CQRS on the table for posterity.

By way of background, my knowledge of CQRS was, up until I started at Clear Measure, pretty vague. Limited mostly to what I knew about the definition of each of the words in the acronym. Gabriel has, in meetings and recently in his blog, increased my awareness of it to some degree to the point where it made sense as an architectural pattern but was still abstract enough that if someone asked me to implement it in a project, I would have first consulted with a local voodoo doctor (i.e. speed dial #4).

The good part

So the major benefit I got from the event is how much CQRS was demystified. It really *is* just segregation of the responsibilities of the commands and the queries. Commands must logically be separated from queries to the point where they don’t even share the same domain model. Even the term “domain model” is misleading since the model for queries is just DTOs, and not even glorified ones at that.

Taking one example, we created ourselves a swanky new TaskService for saving a new task. It takes in a ScheduleTaskDto which contains the basics from the UI: a task name, a due date, some instructions, and a list of assignees. The TaskService uses that info to create a fully-formed Task domain object, setting not only the properties passed in but also maybe the CreateDate, the Status, and the ID. Then maybe it validates the thing, saves it to the repository, and notifies the assignees of the new task. All like a good, well-behaved domain object.

Now we want a list of tasks to show on the dashboard. Here are two things we actively had to *stop* ourselves from doing:

  • Returning a list of Task objects
  • Putting the logic to retrieve the tasks in the TaskService

Instead, we created DashboardTask DTO containing the TaskId, Name, DueDate, and Status. All the items needed to display a list of tasks and nothing else. We also created a view in the database that retrieves exactly that information. The code to retrieve that info was in a separate class that goes directly to the database, not through the TaskService.

Given more time, I can see how the command/query separation would play out more easily. For the commands, we may have used NHibernate which gives us all the lazy loading and relationship-handling and property mappings and everything else is does well. For the queries, probably stick with views and Dapper which allow us to query exactly the information we want.

My sense is that we’d have a lot bigger set of classes in the query model than in the command model (which would be a full-fledged domain). Because the query model requires at lease one class almost for each and every screen in the app. Dashboard listing of tasks for supervisors: SupervisorDashboardTask. List of tasks for a dropdown list: TaskListItem. Retrieve a task for printing on a report: OverdueTask. All separate and all very specific.

Wrap up

My partner-in-crime for the day was Alper Sunar who is hosting our day’s efforts, such as they are. The big hurdle I had to jump early on was to stop myself from going infrastructure crazy. Early discussions touched on: Bootstrap, RavenDB, IoC, and Angular, all of which would have kept me from my goal: learning CQRS.

I’ve forked the code with the intent of continuing the journey and perhaps looking into something like RavenDB. I have to admit, all the talk around the virtual water cooler about elastic search has me thinking. And not just about finding new sister-wives…

Kyle the Returned

Posted in BookedIN, Clear Measure, CQRS | Tagged , , , | 2 Comments

Cron and AppEngine

Quick PSA on using cron jobs with Google App Engine because it almost wreaked havoc for us.

App Engine has a lovely feature of having different versions of your app. You can upload a new version but not make it the default until you’re good and ready. We do this all the time for deployment. Deploy to a new version and try it out, then make it the default when we’re ready to unleash it. Often, we deploy to the new version a day or so in advance.

Cron jobs, it seems, are handled outside this versioning mechanism. If you upload a new cron.xml file, it’s active. Right now. Doesn’t matter if the version it was deployed in is the default or not. As soon as it’s uploaded, it’s the new cron-ness.

Where this almost bit us is that we added a new cron job in our most recent release (deployed yesterday but not active) to use a dynamic backend. As soon as the cron job got uploaded, it started running. I didn’t notice until this morning when our backend usage reflected the new cron job. Some quick research and here we are.

What this means long term is that cron.xml is no longer going to be deployed as part of our application anymore. It now becomes an entirely separate process. I’m a little annoyed that we have to wait until we pull the trigger on the new version before we can upload the new cron.xml but it’s a quick step.

Kyle the Mis-scheduled

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