Category Archives: Computing


For the past few weeks working on a new toy: Conjugate. It’s probably easier if I just stick a summary of the GitHub readme here.

Conjugate is a verb conjugator service. Enter a verb in English and get the conjugations for all tenses in a variety of languages.


Reason to be

When learning a new language, it is very common to struggle with verb conjugations. For example:

I want to know the third person singular form (masculine) of the future perfect tense of the verb to eat in French.

Unfortunately, the available resources are somehow limited:

  • Google translator: usually gets conjugations wrong for most languages, especially in terms of gender.
  • Apps: seriously? I don’t want to install yet another app!
  • Websites: lists are limited, the sites are old, full of ads and/or don’t play well with mobile devices.

Conjugate tries to solve that use case.

Project structure

The project is divided in two parts:

  • Scraper
  • Mobile friendly website


I wrote a web scraper in Python using BeautifulSoup4 that grabs translation and conjugation data from Verbix. This site doesn’t work very well on mobile, their API returns a 404 and their e-mail address is no longer valid. Honestly, I feared their comprehensive database is going to be lost at some point in the near future. Besides, they allow people to user their data for non profit purposes.

The script currently supports Romanian (which I’m trying to learn) and Spanish. Luckily, it’s pretty easy to add support for new languages, although no thanks to Verbix’s poor use of web standards.


Currently, I’m in the process of writing the mobile friendly application. It’ll be extremely simple:

  1. Enter a verb in English (infinitive).
  2. Select a language from a dropdown.
  3. Hit “Go”.


For the backend I’m using Flask and sqlalchemy to keep things in the Python world, not to mention that they’re really easy to get started with. Not too sure about the frontend, but I’ll probably go for a framework that makes responsive design simple enough.

Any suggestions?


I’ve been pretty lazy these days, blame it on FarCry 4 and Daredevil but I hope to report some progress on the project soon. Of course, I’d be more than happy to accept PR’s if you’re interested to help!

Recover history with Git

While doing some cleanup of old feature branches, I accidentally deleted one that hadn’t been pushed to origin yet. However, I didn’t realise at the time.

After a couple of weeks, a hundred commits and many other branches mingling about, I found myself looking for the one I had previously deleted.

Oh noes!

Luckily for me, Git is somewhat idiot-proof and rarely truly deletes anything. Using git reflog you can list the tip of branches, including the deleted ones. Once you find the commit you were looking for, you can just use git checkout to get it back. This will detach you from HEAD, so you will probably want to create the old branch again with git checkout -b name.

Most of the time, there will be too many commits and the search might be painful. In that case you can grep the results. Let’s say you know the commit message had feature x in it.

git reflog --grep='feature x'
git checkout 123456
git checkout -b feature-x

I really love Git.

Book review: Clean Code

clean code uncle bob

I recently had the pleasure to attend a few lectures by Robert C. Martin, also known as Uncle Bob. He’s a software consultant, speaker and fierce advocate of agile methodologies as well as TDD. Not only were the talks entertaining, but also deeply inspirational.

Seeking more information on his ideas, I decided that it would be good to take a look at his flagship book, Clean Code.

And so I read it.

It has definitely changed me as a developer. I cannot look at code the same way anymore.

Clean Code offers a set of very simple guidelines to help us improve the quality of our codebases little by little.

You start by looking at that unholy class nobody dares to touch. Once you get the gist of it, you realise some methods and variables should be named differently, for clarity’s sake. Immediately after, you identify some duplication and factor that out into a different function. Later on, you decide that a particular method is too big and it should be broken down. Maybe this class is doing too many things, lets split it up into smaller classes that do one thing and one thing only.

Oh my God, suddenly that monolithic satanic pile of garbage has been tamed. Future developers (including yourself) will be able to understand it and work with it much better.

Hang on! How can we make sure that it still works?

Unit tests!

As developers, it is very much our professional duty to work in such a way that allows us to thrive in the long run. We can only deliver and maintain a large project if we keep things under control. Doom is certain if we do things quick and dirty and absent discipline.

Clean Code is far from being the panacea but it does provide us with quite a few tools to work towards that goal. Uncle Bob exposes the reader to several practical exercises. A piece of bad code is listed, studied and refactored step by step until it becomes a much readable, cleaner and correct chunk of work.

I personally loved the book as it is fun, positive and tremendously useful, cannot recommend it enough.

By the way, you can ready more by Uncle Bob on the 8th Light blog.

ListenerSet using variadic templates

Important: variadic templates are only available from C++11, make sure your compiler supports it.

Who has never used the Observer pattern? As long as you have been involved in any medium sized project, chances are you have come across it at some point.

The problem

It is extremely common to have an event generating system other components would like to subscribe to. However, oftentimes I see code to manage a collection of listeners being unnecessarily duplicated on a per system basis. That is registration, un-registration and notification. A lot of nonsensical boilerplate, which makes for code that is harder to read and easier to get wrong.

Let’s take a look at a typical input event dispatching system, simplified for the purposes of this article. We could have an IInputListener interface that handles a couple of events, keyDown() and keyUp().

struct IInputListener
    virtual ~IInputListener() {}
    virtual bool keyDown(KeyCode code) = 0;
    virtual bool keyUp(KeyCode code) = 0;

Our InputSystem class could hold an std::set of IInputListener pointers. Registration and un-registration is made possible through addListener() and removeListener() respectively. Bad news is that, every single time we want to send an event to the listeners, we are forced to iterate over the collection. Also, God kills a kitten.

class InputSystem
    void addListener(IInputListener* listener)
    void removeListener(IInputListener* listener)

    void update()
        // Touch down detected
        for (auto listener : m_listeners)
        // Touch up detected
        for (auto listener : m_listeners)

    std::set<IInputListener*> m_listeners;

As if this wasn’t enough, there is another important gotcha here. What happens when a listener un-registers as a result of an event? The m_listeners collection is modified in the middle of the for loop, thus current iterators are no longer valid. The second we try to increment the internal iterator to fetch the next listener…


Not good…

The solution is simple but annoying. We can just add new listener registration and un-registration requests to a pending list while in the middle of a dispatch. Those pending lists would be processed once it’s safe to modify the collection of listeners.

Moreover, some people use std::vector instead of std::set for performance reasons, which is completely legit. However, that involves adding code to ensure listener uniqueness in the collection.

Every time.

Honestly? I’m lazy so I don’t want to be the guy who implements this over and over.

Okay, so what do you suggest?

The way towards the solution

Following our intuition, we realise that a way to generalise this behaviour is in order. Ideally, it would meet the following criteria.

  • Avoids all code duplication.
  • Ensures listener uniqueness.
  • It is safe, can register, un-register while notifying.
  • Avoids manually going through the listener collection to send an event.
  • Compatible with any kind of event listener.

Intuitively, we could have a ListenerSet<Type> template class that handles listener duplication as well as registration and un-registration safety.

Note: we’ll be using std::set rather than std::vector for simplicity. Both can be used as long as the appropriate precautions are taken.

template <class Type> class ListenerSet
    ListenerSet() {}
    virtual ~ListenerSet() {}
    inline void addListener(Type listener)
        if (m_notifying)
    inline void removeListener(Type listener)
        if (m_notifying)
    bool m_notifying;
    std::set<Type> m_pendingRemoval;
    std::set<Type> m_pendingAddition;
    std::set<Type> m_listeners;

We’re missing the notification functionality, that’s the tricky part. We would like to have an interface such as to be able to do something like this.

m_listenerSet.notify(&IInputListener::keyDown, keyCode);

ListenerSet::notify() would iterate over all the registered listeners calling IInputListener::keyDown and passing keyCode as a parameter.

Maybe easier said than done?

True, ListenerSet::notify() needs to support an arbitrary number of arguments, as different event handlers won’t necessarily have the same signature. Moreover, IInputListener::keyDown(and every other potential handler) needs to receive a this pointer along the remaining arguments.

This is where variadic templates come into play. Basically, they’re templates that can take an arbitrary number of parameters of any type.

Interestingly enough, std::bind() also takes an arbitrary number of parameters. That means we can create an std::function> object that has everything we need: the event handler function pointer, this and the remaining arguments.

Take a look at the code.

template <class Function, class... Arguments>
inline void notify(Function&& f, Arguments&&... args)
    m_notifying = true;
    for (Type listener : m_listeners)
        auto callback = std::bind(f, listener, args...);
    m_notifying = false;

    for (Type listener : m_pendingRemoval)


    for (Type listener : m_pendingAddition)


Note how we process the pending requests to add or remove listeners after we finish sending the events, that’s when it’s safe.

Now we can do exactly what we wanted!

ListenerSet<IInputListener*> listeners;

listeners.addListener(new PlayerInputListener());
listeners.addListener(new UserInterfaceInputListener());

m_listenerSet.notify(&IInputListener::keyDown, keyCode);
m_listenerSet.notify(&IInputListener::keyUp, keyCode);

Templates are instantiated at compile time, which means the compiler will complain if we’re doing something dodgy such as trying to bind the wrong thing. Compile time checks are good.

Managing a set of listeners and sending events is now a lot easier, safer and readable. Last but not least, it’s significantly less error prone.


Full source

For those interested, I’ve made the code available as a GitHub Gist.

ListenerSet implementation

Contribute back to open source projects

Developers love Libgdx, it’s an extremely efficient, easy to use, open source, feature rich, cross platform framework. It has a huge community, and a very active repository. What’s not to love? The fact that 1.40% apps on AppBrain use Libgdx backs that up.

1.40 of all AppBrain apps are made with Libgdx

Have you thought about contributing back?

Who, me?

Yes and here’s why.

So much win

The beauty of a healthy community driven project such as Libgdx is that decisions are crowd-sourced and code is always peer reviewed. Although this may feel intimidating, don’t let it put you off, take it as the fantastic opportunity to learn that it actually is. The most active developers over there are talented, very talented. That’s the kind of people you want to hang out with, just so eventually, you end up absorbing some of their skills.

Personally, that’s what I do.

Some pull requests contain interesting discussions about software design and programming.

Low barrier of entry

Regardless of your level of expertise, there surely is something you can do. From maintaining the documentation to fixing that annoying old bug or introducing a small feature. All contributions are welcome. Actually, even the tiniest thing will bring you closer to the codebase and lead you to a better of understanding of it.

Libgdx pull request

Everyone makes mistakes, and when that happens, people will politely point it out, giving the contributor a chance to fix it and resubmit. The community is understanding and I haven’t seen any attempts to bring shame to anyone.

This is not a League of Legends game.

Unfortunately, this is not the case for every project. We’re lucky Libgdx is full of love.

This is all lovely but what’s in it for me?

Portfolio, exposure and recognition.

At least, do it for yourself

Even from a purely selfish standpoint, there are pretty strong reasons to get involved with open source projects. Even more so if you’re a student or will be looking for a job in the foreseeable future.

Yes! I want to get into the industry!

Sorry to break the bad news for you, once you finish university you’ll be out in the wild with thousands of other employment hungry graduates. They tend to complain no one will hire them because of their lack of industry experience. See the vicious circle? Luckily enough, that’s nothing more than a bad excuse in the software industry, where the requirements to ‘make it yourself’ are negligible. All it takes is a computer with an Internet connection, which I’m pretty sure you already have.

Working on personal projects that you might eventually open source is fantastic and will make you stand out. However, collaborating on a big project with other people reflects so much better on you. Companies need people to jump into projects and get the hang of it ASAP. That involves being comfortable with gigantic codebases written by people you don’t know or just met and being able to identify as well as fix the problems within it.

A big open source project gives you that education, for free. Companies will appreciate that enormously.

I’m experienced and looking for a job.

No doubt other similarly experienced people are seeking similar positions right now. You will compete against them in the hiring process. What’s going to set you apart? Exactly, going the extra mile, possibly through open source projects, being active in a community, blogging or public speaking… You get the hang of it.

How to

I guess if you’ve read this far, we agree to some degree and you might be interested in getting involved.


In order to start contributing back to Libgdx, it’s advisable to read the Contributing wiki page. Later on you should do the following.

  1. Clone the repository
  2. Check the issues and feature requests section
  3. Work on it
  4. Send a pull request
  5. Rinse and repeat

When in doubt, you can always ask in the forums or discuss in the #libgdx IRC channel at

Happy coding!