I am authoring a C++ program and find it consumes too much memory. I would like to know which part of the program consumes the most number of memory, ideally, I would like to know how much percentage of memory are consumed by what kind of C++ objects the program is using at a particular moment.
In Java, I know tools like Eclipse Memory Analyzer (https://www.eclipse.org/mat/) which could take a heap dump and show/visualize such memory usage, and I wonder if this can be done for a C++ program. For example, I expect to use a tool/approach letting me know a particular vector<shared_ptr<MyObject>> is holding 30% of the memory.
Note:
I develop the program mainly on macOS (compile using Apple Clang), so it will be better if the approach works on macOS. But I do deploy to Linux as well (compile using gcc) so approaches/tools on Linux is okay.
I tried using Apple's Intruments for such purpose, but so far I can only use it to find memory allocation issue. I have no idea how to figure out the memory consumption of the program at a particular moment (the memory consumption should be related with C++ objects in the program so that I can do some action to reduce it accordingly).
I don't find an easy way to visualize/summarize each part of my program's memory yet. So far, the best tool/approach that I found is Apple's Instruments (if you are on macOS).
By using Instruments, you can use Allocations profiling template. When using this profiling template, you can choose File ==> Recording Options ==> Check Discard events for freed memory option
And you will be able to figure out the un-free memory (aka. the data that are still in the memory) during allocation recording. If you have your program's debug symbol loaded, you can see which function leads to this result.
Although this doesn't address all the issues, it does help to identify part of the problem.
I run simulations based on ad hoc networks and when the numbers of nodes is big (100 nodes) and simulation time is long (more than 300s), I get the following error :
Error in module (MobileOverlay)
MobilePeerNetwork.MobilePeer[73].overlay.moverlay (id=3023) at event
#508013243, t=372.42387824: std::bad_alloc: std::bad_alloc.
I would to know if there is a way to find the exact position of the problem without using Valgrind option because I work in windows 7.
You are getting this error because during object creation new[] fail to allocate the requested storage space.
So, either your hardware can not support the simulation which you are trying to run, or you forget to free up memory allocated previously, so your machine runs out of memory.
Here is a useful post: "std::bad_alloc": am I using too much memory?.
Based on the OMNeT++ guide:
Profiling support is based on the valgrind program,
http://valgrind.org. Valgrind is a suite of tools for debugging and
profiling on Linux. It can automatically detect various memory access
and memory management bugs, and perform detailed profiling of your
program. Valgrind support is brought into the OMNeT++ IDE by the Linux
Tools Project of Eclipse, currently in incubation state.
So the initial suggestion would be to switch to a Linux machine -- maybe virtual machine, to get your work done. In the long run, using OMNeT++ on Linux will benefit you much more.
Obviously, you are looking for a quick (and possibly dirty) solution, so you can refer to this: Windows Eclipse CDT profiler
I wrote a C++ CLI program with MS VC++ 2010 and GCC 4.2.1 (for Mac OS X 10.6 64 bit, in Eclipse).
The program works well under GCC+OS X and most times under Windows. But sometimes it silently freezes. The command line cursor keeps blinking, but the program refuses to continue working.
The following configurations work well:
GCC with 'Release' and 'Debug' configuration.
VC++ with 'Debug' configuration
The error only occurs in the configuration 'VC++ with 'Release' configuration' under Win 7 32 bit and 64 bit. Unfortunately this is the configuration my customer wants to work with ;-(
I already checked my program high and low and fixed all memory leaks. But this error still occurs. Do you have any ideas how I can find the error?
Use logging to narrow down which part of code the program is executing when it crashes. Keep adding log until you narrow it down enough to see the issue.
Enable debug information in the release build (both compiler and linker); many variables won't show up correctly, but it should at least give you sensible backtrace (unless the freeze is due to stack smashing or stack overflow), which is usually enough if you keep functions short and doing just one thing.
Memory leaks can't cause freezes. Other forms of memory misuse are however quite likely to. In my experience overrunning a buffer often cause freezes when that buffer is freed as the free function follows the corrupted block chains. Also watch for any other kind of Undefined Behaviour. There is a lot of it in C/C++ and it usually behaves as you expect in debug and completely randomly when optimized.
Try building and running the program under DUMA library to check for buffer overruns. Be warned though that:
It requires a lot of memory. I mean easily like thousand times more. So you can only test on simple cases.
Microsoft headers tend to abuse their internal allocation functions and mismatch e.g. regular malloc and internal __debug_free (or the other way 'round). So might get a few cases that you'll have to carefully workaround by including those system headers into the duma one before it redefines the functions.
Try building the program for Linux and run it under Valgrind. That will check more problems in addition to buffer overruns and won't use that much memory (only twice as normal, but it is slower, approximately 20 times).
Debug versions usually initialize all allocated memory (MSVC fills them with 0xCD with the debug configuration). Maybe you have some uninitialized values in your classes, with the GCC configurations and MSVC Debug configuration it gets a "lucky" value, but in MSVC Release it doesn't.
Here are the rest of the magic numbers used by MSVC.
So look for uninitialized variables, attributes and allocated memory blocks.
Thank you all, especially Cody Gray and MikMik, I found it!
As some of you recommended I told VS to generate debug information and disabled optimizations in the release configuration. Then I started the program and paused it. Alternatively I remotely attached to the running process. This helped me finding the region where the error was.
The reasons were infinite loops, caused by reads behind the boundaries of an array and a missing exclusion of an invalid case. Both led to unreachable stopping conditions at runtime. The esoteric part came from the fact, that my program uses some randomized values.
That's life...
I thought I would ask the experts - see if you can help me :o)
My son has written C++ code for Collision Detection using Brute Force and Octree algorithms.
He has used Debug etc - and to collect stats on mem usage he has used windows & task manager - which have given him all the end results he has needed so far. The results are not yet as they were expect to be (that Octree would use more memory overall).
His tutor has suggested he checks memory once each is "initialised" and then plot at points through the test.
He was pointed in the direction of Valgrind .... but it looked uite complicated and becaus ehe has autism, he is worried that it might affect his programmes :o)
Anyone suggest a simple way to grab the information on Memory if not also Frame Rate and CPU usage???
Any help gratefully received, as I know nothing so can't help him at all, except for typing this on here - as it's "social" environment he can't deal with it.
Thanks
Rosalyn
For the memory leaks:
If you're on Windows, Visual C++ by Microsoft (the Express version is free) has a nice tool for debugging and is easy to setup with instructions can be found here; otherwise if you're on Linux, Valgrind is one of the standards. I have used the Visual C++ tool often and it's a nice verification that you have no memory leaks. Also, you can use it to enabled your programs to break on allocation numbers that you get from the memory leak log so it quickly points you to when and where the memory is getting assigned that leaks. Again, it's easy to implement (just a few header files and then a single function call where you want to dump the leaks at).
I have found the best way to implement the VC++ tool is to make the call to dump the memory leaks to the output window right before main returns a value. That way, you can catch the leaks of absolutely everything in your program. This works very well and I have used it for some advanced software.
For the framerate and CPU usage:
I usually use my own tools for benchmarking since they're not difficult to code once you learn the functions to call; this would usually require OS API calls, but I think Boost has that available and is cross-platform. There might be other tools out there that can track the process in the OS to get benchmarking data as well, but I'm not certain if they would be free or not.
It looks like you're running under a windows system. This isn't a programming solution, and you may have already tried it (so feel free to ignore), but if not, you should take a look at performance monitor (it's one of the tools that ships with windows). It'll let you track all sorts of useful stats about individual proceses and the system as a whole (cpu/commit size etc). It plots the results for you as a graph as the program is running and you can save the results off for future viewing.
On Windows 7, you get to it from here:
Control Panel\All Control Panel Items\Performance Information and Tools\Advanced Tools
Then Open Performance Monitor.
For older versions of windows, it used to be one of the administrative tools options.
I'm working on a multithreaded C++ application that is corrupting the heap. The usual tools to locate this corruption seem to be inapplicable. Old builds (18 months old) of the source code exhibit the same behaviour as the most recent release, so this has been around for a long time and just wasn't noticed; on the downside, source deltas can't be used to identify when the bug was introduced - there are a lot of code changes in the repository.
The prompt for crashing behaviuor is to generate throughput in this system - socket transfer of data which is munged into an internal representation. I have a set of test data that will periodically cause the app to exception (various places, various causes - including heap alloc failing, thus: heap corruption).
The behaviour seems related to CPU power or memory bandwidth; the more of each the machine has, the easier it is to crash. Disabling a hyper-threading core or a dual-core core reduces the rate of (but does not eliminate) corruption. This suggests a timing related issue.
Now here's the rub:
When it's run under a lightweight debug environment (say Visual Studio 98 / AKA MSVC6) the heap corruption is reasonably easy to reproduce - ten or fifteen minutes pass before something fails horrendously and exceptions, like an alloc; when running under a sophisticated debug environment (Rational Purify, VS2008/MSVC9 or even Microsoft Application Verifier) the system becomes memory-speed bound and doesn't crash (Memory-bound: CPU is not getting above 50%, disk light is not on, the program's going as fast it can, box consuming 1.3G of 2G of RAM). So, I've got a choice between being able to reproduce the problem (but not identify the cause) or being able to idenify the cause or a problem I can't reproduce.
My current best guesses as to where to next is:
Get an insanely grunty box (to replace the current dev box: 2Gb RAM in an E6550 Core2 Duo); this will make it possible to repro the crash causing mis-behaviour when running under a powerful debug environment; or
Rewrite operators new and delete to use VirtualAlloc and VirtualProtect to mark memory as read-only as soon as it's done with. Run under MSVC6 and have the OS catch the bad-guy who's writing to freed memory. Yes, this is a sign of desperation: who the hell rewrites new and delete?! I wonder if this is going to make it as slow as under Purify et al.
And, no: Shipping with Purify instrumentation built in is not an option.
A colleague just walked past and asked "Stack Overflow? Are we getting stack overflows now?!?"
And now, the question: How do I locate the heap corruptor?
Update: balancing new[] and delete[] seems to have gotten a long way towards solving the problem. Instead of 15mins, the app now goes about two hours before crashing. Not there yet. Any further suggestions? The heap corruption persists.
Update: a release build under Visual Studio 2008 seems dramatically better; current suspicion rests on the STL implementation that ships with VS98.
Reproduce the problem. Dr Watson will produce a dump that might be helpful in further analysis.
I'll take a note of that, but I'm concerned that Dr Watson will only be tripped up after the fact, not when the heap is getting stomped on.
Another try might be using WinDebug as a debugging tool which is quite powerful being at the same time also lightweight.
Got that going at the moment, again: not much help until something goes wrong. I want to catch the vandal in the act.
Maybe these tools will allow you at least to narrow the problem to certain component.
I don't hold much hope, but desperate times call for...
And are you sure that all the components of the project have correct runtime library settings (C/C++ tab, Code Generation category in VS 6.0 project settings)?
No I'm not, and I'll spend a couple of hours tomorrow going through the workspace (58 projects in it) and checking they're all compiling and linking with the appropriate flags.
Update: This took 30 seconds. Select all projects in the Settings dialog, unselect until you find the project(s) that don't have the right settings (they all had the right settings).
My first choice would be a dedicated heap tool such as pageheap.exe.
Rewriting new and delete might be useful, but that doesn't catch the allocs committed by lower-level code. If this is what you want, better to Detour the low-level alloc APIs using Microsoft Detours.
Also sanity checks such as: verify your run-time libraries match (release vs. debug, multi-threaded vs. single-threaded, dll vs. static lib), look for bad deletes (eg, delete where delete [] should have been used), make sure you're not mixing and matching your allocs.
Also try selectively turning off threads and see when/if the problem goes away.
What does the call stack etc look like at the time of the first exception?
I have same problems in my work (we also use VC6 sometimes). And there is no easy solution for it. I have only some hints:
Try with automatic crash dumps on production machine (see Process Dumper). My experience says Dr. Watson is not perfect for dumping.
Remove all catch(...) from your code. They often hide serious memory exceptions.
Check Advanced Windows Debugging - there are lots of great tips for problems like yours. I recomend this with all my heart.
If you use STL try STLPort and checked builds. Invalid iterator are hell.
Good luck. Problems like yours take us months to solve. Be ready for this...
We've had pretty good luck by writing our own malloc and free functions. In production, they just call the standard malloc and free, but in debug, they can do whatever you want. We also have a simple base class that does nothing but override the new and delete operators to use these functions, then any class you write can simply inherit from that class. If you have a ton of code, it may be a big job to replace calls to malloc and free to the new malloc and free (don't forget realloc!), but in the long run it's very helpful.
In Steve Maguire's book Writing Solid Code (highly recommended), there are examples of debug stuff that you can do in these routines, like:
Keep track of allocations to find leaks
Allocate more memory than necessary and put markers at the beginning and end of memory -- during the free routine, you can ensure these markers are still there
memset the memory with a marker on allocation (to find usage of uninitialized memory) and on free (to find usage of free'd memory)
Another good idea is to never use things like strcpy, strcat, or sprintf -- always use strncpy, strncat, and snprintf. We've written our own versions of these as well, to make sure we don't write off the end of a buffer, and these have caught lots of problems too.
Run the original application with ADplus -crash -pn appnename.exe
When the memory issue pops-up you will get a nice big dump.
You can analyze the dump to figure what memory location was corrupted.
If you are lucky the overwrite memory is a unique string you can figure out where it came from. If you are not lucky, you will need to dig into win32 heap and figure what was the orignal memory characteristics. (heap -x might help)
After you know what was messed-up, you can narrow appverifier usage with special heap settings. i.e. you can specify what DLL you monitor, or what allocation size to monitor.
Hopefully this will speedup the monitoring enough to catch the culprit.
In my experience, I never needed full heap verifier mode, but I spent a lot of time analyzing the crash dump(s) and browsing sources.
P.S:
You can use DebugDiag to analyze the dumps.
It can point out the DLL owning the corrupted heap, and give you other usefull details.
You should attack this problem with both runtime and static analysis.
For static analysis consider compiling with PREfast (cl.exe /analyze). It detects mismatched delete and delete[], buffer overruns and a host of other problems. Be prepared, though, to wade through many kilobytes of L6 warning, especially if your project still has L4 not fixed.
PREfast is available with Visual Studio Team System and, apparently, as part of Windows SDK.
Is this in low memory conditions? If so it might be that new is returning NULL rather than throwing std::bad_alloc. Older VC++ compilers didn't properly implement this. There is an article about Legacy memory allocation failures crashing STL apps built with VC6.
The apparent randomness of the memory corruption sounds very much like a thread synchronization issue - a bug is reproduced depending on machine speed. If objects (chuncks of memory) are shared among threads and synchronization (critical section, mutex, semaphore, other) primitives are not on per-class (per-object, per-class) basis, then it is possible to come to a situation where class (chunk of memory) is deleted / freed while in use, or used after deleted / freed.
As a test for that, you could add synchronization primitives to each class and method. This will make your code slower because many objects will have to wait for each other, but if this eliminates the heap corruption, your heap-corruption problem will become a code optimization one.
You tried old builds, but is there a reason you can't keep going further back in the repository history and seeing exactly when the bug was introduced?
Otherwise, I would suggest adding simple logging of some kind to help track down the problem, though I am at a loss of what specifically you might want to log.
If you can find out what exactly CAN cause this problem, via google and documentation of the exceptions you are getting, maybe that will give further insight on what to look for in the code.
My first action would be as follows:
Build the binaries in "Release" version but creating debug info file (you will find this possibility in project settings).
Use Dr Watson as a defualt debugger (DrWtsn32 -I) on a machine on which you want to reproduce the problem.
Repdroduce the problem. Dr Watson will produce a dump that might be helpful in further analysis.
Another try might be using WinDebug as a debugging tool which is quite powerful being at the same time also lightweight.
Maybe these tools will allow you at least to narrow the problem to certain component.
And are you sure that all the components of the project have correct runtime library settings (C/C++ tab, Code Generation category in VS 6.0 project settings)?
So from the limited information you have, this can be a combination of one or more things:
Bad heap usage, i.e., double frees, read after free, write after free, setting the HEAP_NO_SERIALIZE flag with allocs and frees from multiple threads on the same heap
Out of memory
Bad code (i.e., buffer overflows, buffer underflows, etc.)
"Timing" issues
If it's at all the first two but not the last, you should have caught it by now with either pageheap.exe.
Which most likely means it is due to how the code is accessing shared memory. Unfortunately, tracking that down is going to be rather painful. Unsynchronized access to shared memory often manifests as weird "timing" issues. Things like not using acquire/release semantics for synchronizing access to shared memory with a flag, not using locks appropriately, etc.
At the very least, it would help to be able to track allocations somehow, as was suggested earlier. At least then you can view what actually happened up until the heap corruption and attempt to diagnose from that.
Also, if you can easily redirect allocations to multiple heaps, you might want to try that to see if that either fixes the problem or results in more reproduceable buggy behavior.
When you were testing with VS2008, did you run with HeapVerifier with Conserve Memory set to Yes? That might reduce the performance impact of the heap allocator. (Plus, you have to run with it Debug->Start with Application Verifier, but you may already know that.)
You can also try debugging with Windbg and various uses of the !heap command.
MSN
Graeme's suggestion of custom malloc/free is a good idea. See if you can characterize some pattern about the corruption to give you a handle to leverage.
For example, if it is always in a block of the same size (say 64 bytes) then change your malloc/free pair to always allocate 64 byte chunks in their own page. When you free a 64 byte chunk then set the memory protection bits on that page to prevent reads and wites (using VirtualQuery). Then anyone attempting to access this memory will generate an exception rather than corrupting the heap.
This does assume that the number of outstanding 64 byte chunks is only moderate or you have a lot of memory to burn in the box!
If you choose to rewrite new/delete, I have done this and have simple source code at:
http://gandolf.homelinux.org/~smhanov/blog/?id=10
This catches memory leaks and also inserts guard data before and after the memory block to capture heap corruption. You can just integrate with it by putting #include "debug.h" at the top of every CPP file, and defining DEBUG and DEBUG_MEM.
The little time I had to solve a similar problem.
If the problem still exists I suggest you do this :
Monitor all calls to new/delete and malloc/calloc/realloc/free.
I make single DLL exporting a function for register all calls. This function receive parameter for identifying your code source, pointer to allocated area and type of call saving this information in a table.
All allocated/freed pair is eliminated. At the end or after you need you make a call to an other function for create report for left data.
With this you can identify wrong calls (new/free or malloc/delete) or missing.
If have any case of buffer overwritten in your code the information saved can be wrong but each test may detect/discover/include a solution of failure identified. Many runs to help identify the errors.
Good luck.
Do you think this is a race condition? Are multiple threads sharing one heap? Can you give each thread a private heap with HeapCreate, then they can run fast with HEAP_NO_SERIALIZE. Otherwise, a heap should be thread safe, if you're using the multi-threaded version of the system libraries.
A couple of suggestions. You mention the copious warnings at W4 - I would suggest taking the time to fix your code to compile cleanly at warning level 4 - this will go a long way to preventing subtle hard to find bugs.
Second - for the /analyze switch - it does indeed generate copious warnings. To use this switch in my own project, what I did was to create a new header file that used #pragma warning to turn off all the additional warnings generated by /analyze. Then further down in the file, I turn on only those warnings I care about. Then use the /FI compiler switch to force this header file to be included first in all your compilation units. This should allow you to use the /analyze switch while controling the output