If you want to estimate how long it's going to take to create a piece of embedded software (and how much it will cost), it's useful to have an idea of how productive you're going to be. Lines of code written per day is a reasonable starting point for this. It's a crude metric to be sure. If you have enough experience that you can criticize this metric you probably don't need to read further. But if you are just starting to keep count, this is a reasonable way to go. For tallying purposes we just consider executable code, and ignore comments as well as blank lines.
It's pretty typical for solid embedded software to come in at between 1 and 2 lines of code (LOC) per developer-hour. That's 8 to 16 LOC per developer each day, or about 2000-4000 LOC per year.
If you want just a single rough number, call it 10 LOC per day per developer. This is relatively language independent, and is for experienced developers producing code that is reasonably reliable, but not intended to be safety critical.
Wow, that's not much code, is it? Heck, most of us can recall cranking out a couple hundred lines in an evening when we were taking programming courses. So what's the deal with such low numbers?
First of all, we're talking about real code that goes into real products, that actually works. (Not kind-of sort-of works like student homework. This stuff actually has to work!)
More importantly, this is the total cost for everything, including requirements, design, testing, meetings, and so on. So to get this number, divide total code by the total person-hours for the whole development project. Generally you should leave out beta testing and marketing, but include all in-house testers and first-level technical managers.
It's unusual to see a number less than 1 LOC/hour unless you're developing safety critical code. Up to 3 LOC/hour might be reasonable for an agile development team. BUT, that 3 LOC tends to have little supporting design documentation, which is a problem in some circumstances (agile+embedded is a discussion for another time). It's worth mentioning that any metric can be gamed, and that there are situations in which metrics are misleading or useless. But, it's worth knowing the rules of thumb and applying them when they make sense.
Generally teams with a higher LOC/day number are cutting corners somewhere. Or they are teams composed entirely of the world's most amazing programmers. Or both. Think about it. If your LOC/day number is high, ask yourself what's really going on.
A connection on LinkedIn asked me for help deciding between job offers. I can't provide personalize advice, but here are my thoughts in ...
(If you want to know more, see my Webinar on CRCs and checksums based on work sponsored by the FAA.) If you are looking for a lightwei...
Cyclomatic complexity is a measure of the number of paths through a particular piece of code (a higher number means the software is more com...
If you want to estimate how long it's going to take to create a piece of embedded software (and how much it will cost), it's useful ...