What is it called when i want to simulate a system and want to run it many times? - terminology

So i have this project where i have to simulate a gaming situation. My ideas for how to do this are to do it in Unity, XNA or just textbased in VS without any extra tools. One thing i need is the possibility that it can run the test really fast and i thereby want to find some information about how good the different environments would be at solving this. For that i either need some help finding this information or at the very least a name for what its called when you want to simulate a situation really fast.

Based on your description, you want to Stress test the system.
Checkout this article that lists various tools and describes the principles behind stress-testing a PC by simulating a gaming workload (which is exactly what you are looking for).

Related

Programming practice

I've decided to get some experience working on some project this summer.
Due to local demand on market I would prefer to learn Java (Standard and Enterprise Editions).
But I can't even to conjecture what kind of project to do. Recently I had some ideas about C. With C I could to contribute to huge Linux projects. I don't mean that my work will be surely commited. I could get the code and practice with it. But C it's not right thing to get good job in my area. In case of JavaSE there is a chance to develop some desktop applications. But thinking about JavaEE I get stuck. I'll be very thankful for answers.
CodingBat.com will give you good core Java practice.
Project Euler is still the best for all around practice. You can use whatever language you'd like to solve the problems there.
For actual projects, I almost always start on something easy like a Twitter client. It gets you exposure to all the basics along with UI and network communication. You can work up from there. Just don't start with something so overwhelming that you can't figure it out and want to give up. That's not going to get you anywhere.
The best advice is: work on a project that you have personal interest in. Something based on your hobbies, maybe.
If that doesn't work, make a blogging / CMS engine. Or an online photo album. Or an eStore. The world doesn't really need another of any of these things, but it will give you some good practical experience with JavaEE.
Another benefit of "re-inventing the wheel" (for learning) is that you have probably already used systems like these described above, and you have a good idea of how it can work, and maybe you have your own ideas of how it could work better. That can make requirements much simpler, and also will give you a sort of benchmark so you can see how close you can come to building a tool like the "real" ones out there. And if yours is really great, well, maybe release it and see what happens. ;)
There are many Java-based projects on SourceForge. Tinker with one you find interesting.
I've implemented either a betting pool or a Baccarat game in almost every language I've
learned.
This type of software covers:
Dates and times, with calculations
Currency types and things that can be converted to and from currency.
A discrete set of rules that is easy to test
States, transition between states and multiple entities responsible for state transition
Multiple users with different views of the same model End conditions
Multiple player blackjack and poker would work also.
One caveat is that in my day job I work on financial systems and there is a huge overlap
between things to consider when writing a multiplayer game of chance and a trading system.
build an address book. the concept is simple, so you're not stuck on "what" to write. You can focus on learning your chosen language. You get experience in working with a database, java ( insert any language here), and UI design.
when you decide to learn another language you can create the same thing. Since the database has been created already, you can focus on the language itself.
the concept of inputting data, storing data, and retrieving data is central to a lot of applications.
Have a look around http://openhatch.org/ for a project that sounds interesting.

How do you stress test your own software?

I've been working on an app, by myself, and I am at a stage where everything works great--as long as the user does everything he or she is supposed to do. :-) The software needs more testing to see how robust it is, how well it works when people do things like click the same button repeatedly, try to open the wrong kind of files, put data in the wrong places, etc.
I'm having a little trouble with this because it's a bit difficult for me to think in terms of using the application incorrectly. These are all edge cases to me. Still, I'd like to have the application as stable and well tested as possible before I start giving it to beta testers. Assuming that I am not talking about hiring professional testers at this point, I'm curious whether y'all have any tips or systematic ways of thinking about this task.
Thanks, as always.
Well it sounds like you are talking about 2 different things
"Testing your application's functionality" and "Stress testing"(which is the title of your question)
Stress testing is when you have a website, and want to check that it can server 100,000 people at the same time. Seeing how your application performs under stress. You can do this a number of ways, e.g by recording some actions and then getting a number of agent machines to hit your application concurrently.
This questions sounds more like a Quality Assurance question. That is what testers / beta testers are for. But there are things that you can do yourself to validate your application works the best it can.
Unit testing your code would be a good start, it helps you to try and find those edge cases. If your method takes in things like ints, try passing in int.max, int.min, and seeing what blows up. Pass nulls into everything. If you are using .Net you might want to look at PEX, it will go through all the branches/codepaths that your application has. That might help you to further refine your unit tests to test your application the best you can.
Integration tests, see what happens end to end for some of your usual things. This will help you 'find bugs' as you are developing later.
Those are some quick tips on things you can do yourself to try and find edge cases that you may have missed. But yes, eventually you will need to pass your app off to someone else to test. Just make sure that you have covered off as much as you can before it hits them :-)
Make sure you have adequate code coverage in your unit tests and integration tests.
Use appropriate UI validation, and test combinations that can break it.
I have found that a well-architected application that reduces the number of possible permutations in the UI (ways the user can break it) helps a lot. Design patterns like MVC can be especially useful in this regard, since they make your UI veneer as thin as possible.
Automation.
(Re)Factor your code so that another program can throw user-events at it. Create simple scripts of user events and play them back to your program. Capture events from beta users and save those as test scripts (useful for reproducing problems and checking for regressions). Write a fuzz-tester that applies small random changes to the scripts and try them against your program as well.
With this kind of automation you can stress and application and find glaring problems like caches and memory leaks. It won't test the actual functionality. For functionality, unit tests can be helpful. There are a ton of unit testing frameworks out there to try. Pick something useful, learn to write good tests, and integrate them into your build process.

Have you employed any strategies or techniques to overcome user resistance when implementing a new system?

We have been trying now for a while to assist the management (of a customer) with the implementation of a a new system that is custom developed by ourselves, to their requirements. Their old system is text based (DOS) and their employees have been using it for years. The new system is Windows GUI and have many advanced features which will make their lives easier and their organisation more efficient. The problem is that the staff do not want to adapt to the new GUI environment and they are now resorting to be unfriendly and as unhelpful as possible, often placing serious obstacles in our way. The management is adamant that implementation must proceed. The system runs trouble free. We have been consistently friendly and helpful with all parties.
Any advise would be greatly appreciated! Have you encountered something like this before and did you manage to turn it round?
Note:This question is intended to help Programmers etc. with implementation difficulties by sharing experiences and factual solutions that worked. It is not intended to be subjective and indeed Programming techniques may help to solve the problem.
Use the tool
Somebody needs to really understand how the existing tool works. Not just well enough to walk through it; but well enough to do it for real. Why not take 2 weeks and go and do their job with them? That will both improve your understanding of the tool, and may foster a better working relationship with them. And while you're there, perhaps buy the drinks once or twice - it sounds corny, but anything that lowers the hostility, and lets you communicate.
User experience
Getting a good developer (or better: designer) who understanding user-experience is probably key. You can't just completely change their tooling and expect their productivity to remain the same.
Keyboard use:
Think of tools like Visual Studio, AutoCAD, etc - in most cases you don't need the mouse, and "die hard" types wouldn't notice if you took their mouse away. Try to respect this; provide shortcuts / chords (ideally the same as the existing system).
Terminology:
Keep it the same. Don't invent new terms for things.
Talk to them?
This may or may not be possible, but getting a few key users "on board" early can be pivotal; especially if you genuinely empower them to help with the user experience.
Find the faults
In the existing system. Take away their existing pain points and they may forgive you a lot.
Unfortunately it sounds like a case of needing to close the barn doors after the horses have bolted. You really need to get grass roots buy-in on the need for an improved system before beginning the project and maintain that relationship during the development.
By having champions of the system at the "coal face" level in the business would a) make sure you meet not only the management requirements but also the users goals which is all important in a successful system and b) the users get a system to which they have been a development party not just had a system thrust on them.
Getting people to moan about the short comings of an existing system is easy. Describing possible new systems before its create in way which allows the users to comment enables them to feel some control and gives you vital feedback. Be absolutely sure to identifier those killer gripes about the old system and make sure those are addressed in the new system.
Of course this all a bit late for you. The way forward is to create a review forum with the most vocal opponents and put them in a room with you and management. Get them to defend their reasons for not wanting the new system. If you can't show how your new system is better then perhaps it isn't. If you can see how the new system might be slightly improved (the movement may only need to be small) then do that, it may go a long way to get back the feeling of involvement you missed out on before.
I would sit together with the staff or a couple of the more loud mouthed opposers, go through what they find lacking with the system and suggest some of these changes to be incorporated in a future release(s). That way they will pay more attention to your the system and also feel more a part of the process instead of just being handed something like some peon. In addition it would also help avoid any misunderstandings about the system.
Get one / more of the user to be your champion by involving them in the development process. Make sure to choose the right ones. Hopefully one that you can reason with. When launching, do a launch event. Make it a big deal. Not necessarily applied to an application, but I've seen it worked in my previous work environments. If this is too late (you went ahead without any involvement from the actual users before), well... there is always things called staff turnover, lol. Out with the old and in with the new. Make the new users your buddy :).
You have to show some kind of benefit for making the change. A demo / mockup can be useful for this. Choose a manager to demo it to and wait. Let it become his idea. Then it might move forward. Being to pushy can cause a negative knee-jerk reaction which might block further consideration of the idea.
It is sad that software often gets replaced by a management decision without any user involvement and then people wonder why the system is rejected.
I've witnessed this first hand. A guy I once worked was told to develop a new version of an application "in secret". At the end of 6 months development it was shown to the users. It didn't meet their requirements and they were angry they hadn't been involved. Needless to say the software didn't make it into production and the developer left shortly after (I felt sorry for him as he had wasted 6 months effort and actually did a real good job considering the circumstances).
The chances are that the software is inferior to the previous application- perhaps data entry is actually slower (you will be biased as you wrote it- everyone likes to think their software is better).
Re-engage with the users, do some analysis and work out what is bad about the old system. If the new system can address the grips the users have with the old system you might be able to turn this around.
Edit- who was involved in engaged with your developers? Presumably the managers at the client, who probably never use the system? This is another big mistake people tend to make- managers driving requirements.
If the old system is perfect, then it never needed to be replaced in the first place!

How do you plan an application's architecture before writing any code? [closed]

Closed. This question needs to be more focused. It is not currently accepting answers.
Want to improve this question? Update the question so it focuses on one problem only by editing this post.
Closed 8 years ago.
Improve this question
One thing I struggle with is planning an application's architecture before writing any code.
I don't mean gathering requirements to narrow in on what the application needs to do, but rather effectively thinking about a good way to lay out the overall class, data and flow structures, and iterating those thoughts so that I have a credible plan of action in mind before even opening the IDE. At the moment it is all to easy to just open the IDE, create a blank project, start writing bits and bobs and let the design 'grow out' from there.
I gather UML is one way to do this but I have no experience with it so it seems kind of nebulous.
How do you plan an application's architecture before writing any code? If UML is the way to go, can you recommend a concise and practical introduction for a developer of smallish applications?
I appreciate your input.
I consider the following:
what the system is supposed to do, that is, what is the problem that the system is trying to solve
who is the customer and what are their wishes
what the system has to integrate with
are there any legacy aspects that need to be considered
what are the user interractions
etc...
Then I start looking at the system as a black box and:
what are the interactions that need to happen with that black box
what are the behaviours that need to happen inside the black box, i.e. what needs to happen to those interactions for the black box to exhibit the desired behaviour at a higher level, e.g. receive and process incoming messages from a reservation system, update a database etc.
Then this will start to give you a view of the system that consists of various internal black boxes, each of which can be broken down further in the same manner.
UML is very good to represent such behaviour. You can describe most systems just using two of the many components of UML, namely:
class diagrams, and
sequence diagrams.
You may need activity diagrams as well if there is any parallelism in the behaviour that needs to be described.
A good resource for learning UML is Martin Fowler's excellent book "UML Distilled" (Amazon link - sanitised for the script kiddie link nazis out there (-: ). This book gives you a quick look at the essential parts of each of the components of UML.
Oh. What I've described is pretty much Ivar Jacobson's approach. Jacobson is one of the Three Amigos of OO. In fact UML was initially developed by the other two persons that form the Three Amigos, Grady Booch and Jim Rumbaugh
I really find that a first-off of writing on paper or whiteboard is really crucial. Then move to UML if you want, but nothing beats the flexibility of just drawing it by hand at first.
You should definitely take a look at Steve McConnell's Code Complete-
and especially at his giveaway chapter on "Design in Construction"
You can download it from his website:
http://cc2e.com/File.ashx?cid=336
If you're developing for .NET, Microsoft have just published (as a free e-book!) the Application Architecture Guide 2.0b1. It provides loads of really good information about planning your architecture before writing any code.
If you were desperate I expect you could use large chunks of it for non-.NET-based architectures.
I'll preface this by saying that I do mostly web development where much of the architecture is already decided in advance (WebForms, now MVC) and most of my projects are reasonably small, one-person efforts that take less than a year. I also know going in that I'll have an ORM and DAL to handle my business object and data interaction, respectively. Recently, I've switched to using LINQ for this, so much of the "design" becomes database design and mapping via the DBML designer.
Typically, I work in a TDD (test driven development) manner. I don't spend a lot of time up front working on architectural or design details. I do gather the overall interaction of the user with the application via stories. I use the stories to work out the interaction design and discover the major components of the application. I do a lot of whiteboarding during this process with the customer -- sometimes capturing details with a digital camera if they seem important enough to keep in diagram form. Mainly my stories get captured in story form in a wiki. Eventually, the stories get organized into releases and iterations.
By this time I usually have a pretty good idea of the architecture. If it's complicated or there are unusual bits -- things that differ from my normal practices -- or I'm working with someone else (not typical), I'll diagram things (again on a whiteboard). The same is true of complicated interactions -- I may design the page layout and flow on a whiteboard, keeping it (or capturing via camera) until I'm done with that section. Once I have a general idea of where I'm going and what needs to be done first, I'll start writing tests for the first stories. Usually, this goes like: "Okay, to do that I'll need these classes. I'll start with this one and it needs to do this." Then I start merrily TDDing along and the architecture/design grows from the needs of the application.
Periodically, I'll find myself wanting to write some bits of code over again or think "this really smells" and I'll refactor my design to remove duplication or replace the smelly bits with something more elegant. Mostly, I'm concerned with getting the functionality down while following good design principles. I find that using known patterns and paying attention to good principles as you go along works out pretty well.
http://dn.codegear.com/article/31863
I use UML, and find that guide pretty useful and easy to read. Let me know if you need something different.
UML is a notation. It is a way of recording your design, but not (in my opinion) of doing a design. If you need to write things down, I would recommend UML, though, not because it's the "best" but because it is a standard which others probably already know how to read, and it beats inventing your own "standard".
I think the best introduction to UML is still UML Distilled, by Martin Fowler, because it's concise, gives pratical guidance on where to use it, and makes it clear you don't have to buy into the whole UML/RUP story for it to be useful
Doing design is hard.It can't really be captured in one StackOverflow answer. Unfortunately, my design skills, such as they are, have evolved over the years and so I don't have one source I can refer you to.
However, one model I have found useful is robustness analysis (google for it, but there's an intro here). If you have your use-cases for what the system should do, a domain model of what things are involved, then I've found robustness analysis a useful tool in connecting the two and working out what the key components of the system need to be.
But the best advice is read widely, think hard, and practice. It's not a purely teachable skill, you've got to actually do it.
I'm not smart enough to plan ahead more than a little. When I do plan ahead, my plans always come out wrong, but now I've spend n days on bad plans. My limit seems to be about 15 minutes on the whiteboard.
Basically, I do as little work as I can to find out whether I'm headed in the right direction.
I look at my design for critical questions: when A does B to C, will it be fast enough for D? If not, we need a different design. Each of these questions can be answer with a spike. If the spikes look good, then we have the design and it's time to expand on it.
I code in the direction of getting some real customer value as soon as possible, so a customer can tell me where I should be going.
Because I always get things wrong, I rely on refactoring to help me get them right. Refactoring is risky, so I have to write unit tests as I go. Writing unit tests after the fact is hard because of coupling, so I write my tests first. Staying disciplined about this stuff is hard, and a different brain sees things differently, so I like to have a buddy coding with me. My coding buddy has a nose, so I shower regularly.
Let's call it "Extreme Programming".
"White boards, sketches and Post-it notes are excellent design
tools. Complicated modeling tools have a tendency to be more
distracting than illuminating." From Practices of an Agile Developer
by Venkat Subramaniam and Andy Hunt.
I'm not convinced anything can be planned in advance before implementation. I've got 10 years experience, but that's only been at 4 companies (including 2 sites at one company, that were almost polar opposites), and almost all of my experience has been in terms of watching colossal cluster********s occur. I'm starting to think that stuff like refactoring is really the best way to do things, but at the same time I realize that my experience is limited, and I might just be reacting to what I've seen. What I'd really like to know is how to gain the best experience so I'm able to arrive at proper conclusions, but it seems like there's no shortcut and it just involves a lot of time seeing people doing things wrong :(. I'd really like to give a go at working at a company where people do things right (as evidenced by successful product deployments), to know whether I'm a just a contrarian bastard, or if I'm really as smart as I think I am.
I beg to differ: UML can be used for application architecture, but is more often used for technical architecture (frameworks, class or sequence diagrams, ...), because this is where those diagrams can most easily been kept in sync with the development.
Application Architecture occurs when you take some functional specifications (which describe the nature and flows of operations without making any assumptions about a future implementation), and you transform them into technical specifications.
Those specifications represent the applications you need for implementing some business and functional needs.
So if you need to process several large financial portfolios (functional specification), you may determine that you need to divide that large specification into:
a dispatcher to assign those heavy calculations to different servers
a launcher to make sure all calculation servers are up and running before starting to process those portfolios.
a GUI to be able to show what is going on.
a "common" component to develop the specific portfolio algorithms, independently of the rest of the application architecture, in order to facilitate unit testing, but also some functional and regression testing.
So basically, to think about application architecture is to decide what "group of files" you need to develop in a coherent way (you can not develop in the same group of files a launcher, a GUI, a dispatcher, ...: they would not be able to evolve at the same pace)
When an application architecture is well defined, each of its components is usually a good candidate for a configuration component, that is a group of file which can be versionned as a all into a VCS (Version Control System), meaning all its files will be labeled together every time you need to record a snapshot of that application (again, it would be hard to label all your system, each of its application can not be in a stable state at the same time)
I have been doing architecture for a while. I use BPML to first refine the business process and then use UML to capture various details! Third step generally is ERD! By the time you are done with BPML and UML your ERD will be fairly stable! No plan is perfect and no abstraction is going to be 100%. Plan on refactoring, goal is to minimize refactoring as much as possible!
I try to break my thinking down into two areas: a representation of the things I'm trying to manipulate, and what I intend to do with them.
When I'm trying to model the stuff I'm trying to manipulate, I come up with a series of discrete item definitions- an ecommerce site will have a SKU, a product, a customer, and so forth. I'll also have some non-material things that I'm working with- an order, or a category. Once I have all of the "nouns" in the system, I'll make a domain model that shows how these objects are related to each other- an order has a customer and multiple SKUs, many skus are grouped into a product, and so on.
These domain models can be represented as UML domain models, class diagrams, and SQL ERD's.
Once I have the nouns of the system figured out, I move on to the verbs- for instance, the operations that each of these items go through to commit an order. These usually map pretty well to use cases from my functional requirements- the easiest way to express these that I've found is UML sequence, activity, or collaboration diagrams or swimlane diagrams.
It's important to think of this as an iterative process; I'll do a little corner of the domain, and then work on the actions, and then go back. Ideally I'll have time to write code to try stuff out as I'm going along- you never want the design to get too far ahead of the application. This process is usually terrible if you think that you are building the complete and final architecture for everything; really, all you're trying to do is establish the basic foundations that the team will be sharing in common as they move through development. You're mostly creating a shared vocabulary for team members to use as they describe the system, not laying down the law for how it's gotta be done.
I find myself having trouble fully thinking a system out before coding it. It's just too easy to only bring a cursory glance to some components which you only later realize are much more complicated than you thought they were.
One solution is to just try really hard. Write UML everywhere. Go through every class. Think how it will interact with your other classes. This is difficult to do.
What I like doing is to make a general overview at first. I don't like UML, but I do like drawing diagrams which get the point across. Then I begin to implement it. Even while I'm just writing out the class structure with empty methods, I often see things that I missed earlier, so then I update my design. As I'm coding, I'll realize I need to do something differently, so I'll update my design. It's an iterative process. The concept of "design everything first, and then implement it all" is known as the waterfall model, and I think others have shown it's a bad way of doing software.
Try Archimate.

What's the best way to become familiar with a large codebase? [closed]

As it currently stands, this question is not a good fit for our Q&A format. We expect answers to be supported by facts, references, or expertise, but this question will likely solicit debate, arguments, polling, or extended discussion. If you feel that this question can be improved and possibly reopened, visit the help center for guidance.
Closed 10 years ago.
Joining an existing team with a large codebase already in place can be daunting. What's the best approach;
Broad; try to get a general overview of how everything links together, from the code
Narrow; focus on small sections of code at a time, understanding how they work fully
Pick a feature to develop and learn as you go along
Try to gain insight from class diagrams and uml, if available (and up to date)
Something else entirely?
I'm working on what is currently an approx 20k line C++ app & library (Edit: small in the grand scheme of things!). In industry I imagine you'd get an introduction by an experienced programmer. However if this is not the case, what can you do to start adding value as quickly as possible?
--
Summary of answers:
Step through code in debug mode to see how it works
Pair up with someone more familiar with the code base than you, taking turns to be the person coding and the person watching/discussing. Rotate partners amongst team members so knowledge gets spread around.
Write unit tests. Start with an assertion of how you think code will work. If it turns out as you expected, you've probably understood the code. If not, you've got a puzzle to solve and or an enquiry to make. (Thanks Donal, this is a great answer)
Go through existing unit tests for functional code, in a similar fashion to above
Read UML, Doxygen generated class diagrams and other documentation to get a broad feel of the code.
Make small edits or bug fixes, then gradually build up
Keep notes, and don't jump in and start developing; it's more valuable to spend time understanding than to generate messy or inappropriate code.
this post is a partial duplicate of the-best-way-to-familiarize-yourself-with-an-inherited-codebase
Start with some small task if possible, debug the code around your problem.
Stepping through code in debug mode is the easiest way to learn how something works.
Another option is to write tests for the features you're interested in. Setting up the test harness is a good way of establishing what dependencies the system has and where its state resides. Each test starts with an assertion about the way you think the system should work. If it turns out to work that way, you've achieved something and you've got some working sample code to reproduce it. If it doesn't work that way, you've got a puzzle to solve and a line of enquiry to follow.
One thing that I usually suggest to people that has not yet been mentioned is that it is important to become a competent user of the existing code base before you can be a developer. When new developers come into our large software project, I suggest that they spend time becoming expert users before diving in trying to work on the code.
Maybe that's obvious, but I have seen a lot of people try to jump into the code too quickly because they are eager to start making progress.
This is quite dependent on what sort of learner and what sort of programmer you are, but:
Broad first - you need an idea of scope and size. This might include skimming docs/uml if they're good. If it's a long term project and you're going to need a full understanding of everything, I might actually read the docs properly. Again, if they're good.
Narrow - pick something manageable and try to understand it. Get a "taste" for the code.
Pick a feature - possibly a different one to the one you just looked at if you're feeling confident, and start making some small changes.
Iterate - assess how well things have gone and see if you could benefit from repeating an early step in more depth.
Pairing with strict rotation.
If possible, while going through the documentation/codebase, try to employ pairing with strict rotation. Meaning, two of you sit together for a fixed period of time (say, a 2 hour session), then you switch pairs, one person will continue working on that task while the other moves to another task with another partner.
In pairs you'll both pick up a piece of knowledge, which can then be fed to other members of the team when the rotation occurs. What's good about this also, is that when a new pair is brought together, the one who worked on the task (in this case, investigating the code) can then summarise and explain the concepts in a more easily understood way. As time progresses everyone should be at a similar level of understanding, and hopefully avoid the "Oh, only John knows that bit of the code" syndrome.
From what I can tell about your scenario, you have a good number for this (3 pairs), however, if you're distributed, or not working to the same timescale, it's unlikely to be possible.
I would suggest running Doxygen on it to get an up-to-date class diagram, then going broad-in for a while. This gives you a quickie big picture that you can use as you get up close and dirty with the code.
I agree that it depends entirely on what type of learner you are. Having said that, I've been at two companies which had very large code-bases to begin with. Typically, I work like this:
If possible, before looking at any of the functional code, I go through unit tests that are already written. These can generally help out quite a lot. If they aren't available, then I do the following.
First, I largely ignore implementation and look only at header files, or just the class interfaces. I try to get an idea of what the purpose of each class is. Second, I go one level deep into the implementation starting with what seems to be the area of most importance. This is hard to gauge, so occasionally I just start at the top and work my way down in the file list. I call this breadth-first learning. After this initial step, I generally go depth-wise through the rest of the code. The initial breadth-first look helps to solidify/fix any ideas I got from the interface level, and then the depth-wise look shows me the patterns that have been used to implement the system, as well as the different design ideas. By depth-first, I mean you basically step through the program using the debugger, stepping into each function to see how it works, and so on. This obviously isn't possible with really large systems, but 20k LOC is not that many. :)
Work with another programmer who is more familiar with the system to develop a new feature or to fix a bug. This is the method that I've seen work out the best.
I think you need to tie this to a particular task. When you have time on your hands, go for whichever approach you are in the mood for.
When you have something that needs to get done, give yourself a narrow focus and get it done.
Get the team to put you on bug fixing for two weeks (if you have two weeks). They'll be happy to get someone to take responsibility for that, and by the end of the period you will have spent so much time problem-solving with the library that you'll probably know it pretty well.
If it has unit tests (I'm betting it doesn't). Start small and make sure the unit tests don't fail. If you stare at the entire codebase at once your eyes will glaze over and you will feel overwhelmed.
If there are no unit tests, you need to focus on the feature that you want. Run the app and look at the results of things that your feature should affect. Then start looking through the code trying to figure out how the app creates the things you want to change. Finally change it and check that the results come out the way you want.
You mentioned it is an app and a library. First change the app and stick to using the library as a user. Then after you learn the library it will be easier to change.
From a top down approach, the app probably has a main loop or a main gui that controls all the action. It is worth understanding the main control flow of the application. It is worth reading the code to give yourself a broad overview of the main flow of the app. If it is a GUI app, creating a paper that shows which screens there are and how to get from one screen to another. If it is a command line app, how the processing is done.
Even in companies it is not unusual to have this approach. Often no one fully understands how an application works. And people don't have time to show you around. They prefer specific questions about specific things so you have to dig in and experiment on your own. Then once you get your specific question you can try to isolate the source of knowledge for that piece of the application and ask it.
Start by understanding the 'problem domain' (is it a payroll system? inventory? real time control or whatever). If you don't understand the jargon the users use, you'll never understand the code.
Then look at the object model; there might already be a diagram or you might have to reverse engineer one (either manually or using a tool as suggested by Doug). At this stage you could also investigate the database (if any), if should follow the object model but it may not, and that's important to know.
Have a look at the change history or bug database, if there's an area that comes up a lot, look into that bit first. This doesn't mean that it's badly written, but that it's the bit everyone uses.
Lastly, keep some notes (I prefer a wiki).
The existing guys can use it to sanity check your assumptions and help you out.
You will need to refer back to it later.
The next new guy on the team will really thank you.
I had a similar situation. I'd say you go like this:
If its a database driven application, start from the database and try to make sense of each table, its fields and then its relation to the other tables.
Once fine with the underlying store, move up to the ORM layer. Those table must have some kind of representation in code.
Once done with that then move on to how and where from these objects are coming from. Interface? what interface? Any validations? What preprocessing takes place on them before they go to the datastore?
This would familiarize you better with the system. Remember that trying to write or understand unit tests is only possible when you know very well what is being tested and why it needs to be tested in only that way.
And in case of a large application that is not driven towards databases, I'd recommend an other approach:
What the main goal of the system?
What are the major components of the system then to solve this problem?
What interactions each of the component has among them? Make a graph that depicts component dependencies. Ask someone already working on it. These componentns must be exchanging something among each other so try to figure out those as well (like IO might be returning File object back to GUI and like)
Once comfortable to this, dive into component that is least dependent among others. Now study how that component is further divided into classes and how they interact wtih each other. This way you've got a hang of a single component in total
Move to the next least dependent component
To the very end, move to the core component that typically would have dependencies on many of the other components which you've already tackled
While looking at the core component, you might be referring back to the components you examined earlier, so dont worry keep working hard!
For the first strategy:
Take the example of this stackoverflow site for instance. Examine the datastore, what is being stored, how being stored, what representations those items have in the code, how an where those are presented on the UI. Where from do they come and what processing takes place on them once they're going back to the datastore.
For the second one
Take the example of a word processor for example. What components are there? IO, UI, Page and like. How these are interacting with each other? Move along as you learn further.
Be relaxed. Written code is someone's mindset, froze logic and thinking style and it would take time to read that mind.
First, if you have team members available who have experience with the code you should arrange for them to do an overview of the code with you. Each team member should provide you with information on their area of expertise. It is usually valuable to get multiple people explaining things, because some will be better at explaining than others and some will have a better understanding than others.
Then, you need to start reading the code for a while without any pressure (a couple of days or a week if your boss will provide that). It often helps to compile/build the project yourself and be able to run the project in debug mode so you can step through the code. Then, start getting your feet wet, fixing small bugs and making small enhancements. You will hopefully soon be ready for a medium-sized project, and later, a big project. Continue to lean on your team-mates as you go - often you can find one in particular who is willing to mentor you.
Don't be too hard on yourself if you struggle - that's normal. It can take a long time, maybe years, to understand a large code base. Actually, it's often the case that even after years there are still some parts of the code that are still a bit scary and opaque. When you get downtime between projects you can dig in to those areas and you'll often find that after a few tries you can figure even those parts out.
Good luck!
You may want to consider looking at source code reverse engineering tools. There are two tools that I know of:
SWAG Kit (Linux only) link
Bauhaus academic commercial
Both tools offer similar feature sets that include static analysis that produces graphs of the relations between modules in the software.
This mostly consists of call graphs and type/class decencies. Viewing this information should give you a good picture of how the parts of the code relate to one another. Using this information, you can dig into the actual source for the parts that you are most interested in and that you need to understand/modify first.
I find that just jumping in to code can be a a bit overwhelming. Try to read as much documentation on the design as possible. This will hopefully explain the purpose and structure of each component. Its best if an existing developer can take you through it but that isn't always possible.
Once you are comfortable with the high level structure of the code, try to fix a bug or two. this will help you get to grips with the actual code.
I like all the answers that say you should use a tool like Doxygen to get a class diagram, and first try to understand the big picture. I totally agree with this.
That said, this largely depends on how well factored the code is to begin with. If its a gigantic mess, it's going to be hard to learn. If its clean, and organized properly, it shouldn't be that bad.
See this answer on how to use test coverage tools to locate the code for a feature of interest, without knowing anything about where that feature is, or how it is spread across many modules.
(shameless marketing ahead)
You should check out nWire. It is an Eclipse plugin for navigating and visualizing large codebases. Many of our customers use it to break-in new developers by printing out visualizations of the major flows.