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问题:

I'm developing a game for Android. It uses a surface view and uses the sort of standard 2D drawing APIs provided. When I first released the game, I was doing all sorts of daft things like re-drawing 9-patches on each frame and likewise with text. I have since optimised much of this by drawing to Bitmap objects and drawing them each frame, only re-drawing onto the Bitmap objects when required.

I've received complaints about battery drain before, and following my modifications I'd like to know (scientifically) if I've made any improvements. Unfortunately, I don't have any prior data to go by, so it would be most useful to compare the performance to some other game.

I've been running Traceview, and using the results of it mostly for the purposes of identifying CPU-time-consuming methods.

So -- what's the best way of determining my app's battery performance, and what's a good benchmark?

I know I can look at the %s of different apps through the settings, but this is again unscientific, as the figure I get from this also depends on what's happening in all of the other apps. I've looked through (most of) Google's documentation, and although the message is clear that you should be saving battery (and it gives the occasional tip as to how), there is little indication of how I can measure how well my app is performing. The last thing I want are more complaints of battery drain in the Android Market!

Thanks in advance.

EDIT

Thanks for all your helpful advice/suggestions. What I really want to know is how I can use the data coming from Traceview (ie: CPU time in ms spent on each frame of the game) to determine battery usage (if this is at all possible). Reading back on my original question, I can see I was a bit vague. Thanks again.

回答1:

Here is my suggestion:

I watch power consumption while developing my apps (that sometimes poll the sensors at rates of <25ns) using PowerTutor. Check it out, it sounds like this maybe what you are looking for, the app tells you what you are using in mW, J, or relative to the rest of the system. Also, results are broken down by CPU, WiFi, Display, (other radios installed). The only catch is that it is written for a specific phone model, but I use it with great success on my EVO 4G, Galaxy S (Sprint Epic), and Hero.

Good luck, -Steve

回答2:

There is a possibility that your game is draining battery. I believe this depends on several reasons, which reads as follows:

Your application is a game. Games drains battery quickly.
You're iterating with help from a Thread. Have you limited the FPS to make the CPU skip unnecessary iterations? Since you're working with 2D I assume you're using the SurfaceView. 60 FPS will be enough for a real-time game.
You don't stop the Thread when your application terminates. Hence you reiterate code when your application isn't alive.
Have you an iterate lock that does wait(); during onPause?

The people commenting that your game is leaking battery probably aims when your application isn't in use. Otherwise, it would be wierd because every game on Android Market drains battery - more or less.

回答3:

If you're trying to gauge the "improvement over your previous version", I don't think it makes sense to compare to another game! Unless those two games do the exact thing, this is as unscientific as it gets.

Instead, I would grab the previous version of your app from source control, run it, measure it, and then run it with the latest code and compare it again.

To compare, you could for example use the command line tool "top" (definitely available in busybox if your phone is rooted, not sure if it comes with a stock phone. Probably not). That shows you the CPU usage of your process in percent.

回答4:

There is a battery profiler developed by Qualcomm called Trepn Profiler: https://developer.qualcomm.com/mobile-development/increase-app-performance/trepn-profiler

回答5:

how I can use the data coming from Traceview (ie: CPU time in ms spent on each frame of the game) to determine battery usage (if this is at all possible)

In theory it would be possible to extrapolate the battery usage for your app by looking at the power consumption on a frame by frame basis. The best way to accomplish this would be to evaluate the power consumption of the CPU (only) for a given period (say two seconds) while your app is running the most CPU intensive operation, (additionally, GPU power usage could be gleaned this way also) while recording TraceView data (such as frames per second or flops per second) giving you the the traffic across the CPU/GPU for a given millisecond. Using this data you could accurately calculate the average peak power consumption for your app by running the above test a few times.

Here is why I say it is theory only: There are many variables to consider:

The number and nature of other processes running at the time of the above test (processor intensive)
Method of evaluating the power draw across the CPU/GPU (while tools such as PowerTutor are effective for evaluating power consumption, in this case the evaluation would not be as effective because of the need to collect time stamped power usage data. Additionally, just about any method of collecting power data would introduce an additional overhead (Schrödinger's cat) but that strictly depends on the level of accuracy you require/desire.)
The reason for the power consumption information - If you are looking to define the power consumption of your app for testing or BETA testing/evaluation purposes then it is a feasible task with some determination and the proper tools. If you are looking to gain usable information about power consumption "in the wild", on user's devices, then I would say it is plausible but not realistic. The vairables involved would make even the most determined and dedicated researcher faint. You would have to test on every possible combination of device/Android version in the wild. Additionally, the combinations of running processes/threads and installed apps is likely incalculable.

I hope this provides some insight to your question, although I may have gone deeper into it than needed.

-Steve

回答6:

For anyone looking, one resource we've been using that is extremely helpful is a free app from AT&T called ARO.

Give it a look: ARO

It has helped me before and I don't see it mentioned very often so thought I'd drop it here for anyone looking.

回答7:

"I know I can look at the %s of different apps through the settings, but this is again unscientific, as the figure I get from this also depends on what's happening in all of the other apps."

The first thing I'd do is hunt for an app already out there that has a known, consistent battery usage, and then you can just use that as a reference to determine your app's usage.

If there is no such app, you will have to hope for an answer from someone else... and if you are successful making such an app, I would suggest selling your new "battery usage reference" app so that other programmers could use it. :)

回答8:

I know this question is old and it's late, but for anyone who comes here looking for a solution I suggest you take a look at JouleUnit test: http://dnlkntt.wordpress.com/2013/09/28/how-to-test-energy-consumption-on-android-devices/

It integrates into eclipse and gives you a great amount of detail about how much battery your app is consuming.

回答9:

I know of three options that can help you for a having scientific measure:

Use a hardware specifically built for this. Monsoon HIGH VOLTAGE POWER MONITOR. https://msoon.github.io/powermonitor/PowerTool/doc/Power%20Monitor%20Manual.pdf
Download and install Trepn Profiler (a tools from Qualcomm) on your phone. You wont need a computer for reporting. Reports are live and realtime on the phone. You can download Trepn Profiler from the following link: https://play.google.com/store/apps/details?id=com.quicinc.trepn&hl=en_US

Please take note that for recent phone (with android 6+) it works in estimation mode. If you need accurate numbers, you need to a list of select devices. Check the following link for the list: https://developer.qualcomm.com/software/trepn-power-profiler/faq You can profile apps separately, and the whole system.