Memory Debugging |
Segmentation faults and other memory bugs (reading uninitialized memory, reading/writing beyond the bounds of an array, memory leaks, etc.) can be hard to track down with a traditional debugger. Memory errors can be elusive, and may not cause the program to crash immediately. A program with memory errors may even appear to work correctly on some datasets or on some machines.
We recommend using a special debugger to find memory errors, for example Dr. Memory or Valgrind. Commercial versions of these tools include Purify and Parasoft Insure++.
We'll discuss the Dr. Memory and Valgrind memory debugging tools and the memory error reports these tools produce at the end of Lecture 7 and during Lab 5. You'll be expected to use one of these tools for debugging starting with Homework 3. The homework submission server and the TAs will use these tools for grading your homework.
Note that running a program under Dr. Memory or Valgrind will slow the execution time significantly. The final step to check for memory leaks is especially costly. We recommend starting with the the smallest tests/input file, even if those appear to be working ok. Fix any memory errors or leaks that are found, then work your way to largest test cases, and be patient.
Dr. Memory
Dr. Memory is available for GNU/Linux, Microsoft Windows, and Intel-chip-based MacOS operating systems. For questions, bug reports, and discussion, use the Dr. Memory Users group: http://groups.google.com/group/drmemory-users
Please report issues with Dr. Memory to the Dr. Memory Users Group by email: drmemory-users@googlegroups.com. Be sure to include details about your operating system and the Dr. Memory version number. Don't send your full homework submission (it is a public mailing list).
Dr. Memory on GNU/Linux or Windows Subsystem for Linux (WSL)
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Obtain the most recent Dr. Memory tar.gz file for your operating system from:
https://github.com/DynamoRIO/drmemory/releases/In the example below, we assume DrMemory-Linux-2.6.19800.tar.gz is the most recent release.
Type these commands into your terminal:
cd wget https://github.com/DynamoRIO/drmemory/releases/download/cronbuild-2.6.19800/DrMemory-Linux-2.6.19800.tar.gz tar -xvzf DrMemory-Linux-2.6.19800.tar.gz
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[OPTIONAL] Add Dr. Memory to your PATH by typing this at the WSL bash prompt:
echo 'PATH=$PATH:~/DrMemory-Linux-2.6.19800/bin64' >> ~/.bashrc source ~/.bashrc
NOTE: Do not attempt to edit WSL system files from Windows. The permissions and filesystem will get messed up and you'll need to reinstall everything to recover.
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In order to use Dr Memory, you must first re-compile / re-build your application with debug information by using the -g option. For example:
g++ -g main.cpp foo_main.cpp foo_other.cpp -o foo.out
NOTE: Replace 'main.cpp foo_main.cpp foo_other.cpp' with the names of the C++ source code file(s) for your project, and replace 'foo.out' with your desired executable name.
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Run your program under Dr. Memory:
Using the full path to the Dr. Memory:
~/DrMemory-Linux-2.6.19800/bin64/drmemory -brief -- foo.out arg1 arg2
If you added Dr. Memory to your path (the OPTIONAL step above), you can use this shortcut instead:
drmemory -brief -- foo.out arg1 arg2
NOTE: Replace 'foo.out' with your executable name and replace 'arg1 arg2' with your desired command line arguments.
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Dr. Memory will report errors to the screen as it runs. It will print a summary at the end of what it found.
Dr. Memory on Intel-chip MacOS
Note: Dr. Memory has not yet been updated to run on the MacOS Silicon M1/M2/M3 ARM processors. The instructions below are only valid on older, Intel-chip-based Mac machines. Students with M1/M2/M3 machines should read the Workaround at the bottom of this page.
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Obtain the most recent Dr. Memory tar.gz file for your operating system from:
https://github.com/DynamoRIO/drmemory/releases/In the example below, we assume DrMemory-MacOS-2.6.56.tar.gz is the most recent release.
Save the package to a directory of your choice. Then untar the package by typing:
Be sure to build your application with debug information, the -g option, so you get line numbers. For example:
Run your program under Dr. Memory, replacing foo.out arg1 arg2 with your executable name and any command line arguments:
Dr. Memory will report errors to the screen as it runs. It will print a summary at the end of what it found.
OPTIONAL: Edit your ~/.zshrc file to add the location of the DrMemory executable to your PATH.
Open this file, or create an empty file if you have none. Edit your PATH variable to insert full path for the DrMemory bin64 directory. The PATH is the sequence of directories (separated by ':') that are checked when you run a program. For example:
export PATH=$HOME/bin:/usr/local/bin:/Users/INSERT-YOUR-USERNAME/DrMemory-MacOS-2.6.56/bin64/
Make sure to replace INSERT-YOUR-USERNAME and DrMemory-YourOperatingSystem-VersionXX. Close and re-open your terminal. Then you can simply type:
drmemory -brief -- foo.out arg1 arg2
tar -xvzf DrMemory-MacOS-2.6.56.tar.gz
g++ -g main.cpp foo_main.cpp foo_other.cpp -o foo.out
~/DrMemory-MacOS-2.6.56/bin64/drmemory -brief -- ./foo.out arg1 arg2
Installing Dr. Memory on Windows (not Windows Subsystem for Linux (WSL))
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Obtain Dr. Memory. To easily place it on the system path, use the installer (the .msi file). Alternatively, you can instead obtain the .zip file for a local install.
https://github.com/DynamoRIO/drmemory/wiki/Downloads Double click on the .msi file to run the installer. Click Next.
Check the box to accept the license and click Next.
The default location for Dr. Memory installation is fine (it's probably C:\Program Files (x86)\Dr. Memory\ for 64-bit Windows). Click Next.
Then click Install. You'll be asked to confirm that you want to make administrative changes to the machine.
After a quick installation, press Finish.
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Follow the instructions below to compile & run your program using the Visual Studio IDE or the Visual Studio Command Prompt.
Dr. Memory and Visual Studio
You can use Dr. Memory with the Microsoft Visual Studio compiler:
Build your application as 32-bit with Visual Studio (32-bit is the default). Be sure to include debug information. You can verify that you are including debug information by looking at the properties of your build target:
Press Alt-F7 to bring up the configuration properties. Under "Configuration Properties | C/C++ | General", the "Debug Information Format" entry should either say "Program Database (/Zi)" or "Program Database for Edit and Continue (/ZI)". Additionally, under "Configuration Properties | Linker | Debugging", the "Generate Debug Info" entry should say "Yes (/DEBUG)". For Visual Studio 2015, under "Configuration Properties | Linker | Debugging", the "Generate Debug Info" entry should say "Optimize for debugging (/DEBUG)" -- it should not say "Optimize for faster linking (/DEBUG:FASTLINK)".
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Disable Runtime Checks: The Visual Studio compiler's /RTC1 flag can prevent Dr. Memory from reporting uninitialized reads of local variables, and the /RTC1 checks for uninitialized reads themselves may not catch everything that Dr. Memory finds. However, /RTC1 does perform additional stack checks that Dr. Memory does not, so for best results, your application should be run under Dr. Memory without /RTC1, and run natively (for development & testing without Dr. Memory) with /RTC1.
In the Visual Studio IDE, press Alt-F7 and then under "Configuration Properties | C/C++ | Code Generation" ensure "Basic Runtime Checks" says "Default".
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The most recent Dr. Memory installer (for version 1.8 and later) configures Dr. Memory as a Visual Studio "External Tool", which adds a new menu item allowing you to run Dr. Memory within the IDE.
Now you can select the "Tools | Dr. Memory" menu item and Visual Studio will run your application under Dr. Memory. You can add arguments to your application in the box that pops up immediately after selecting the men item by adding them at the end, after "$(TargetPath)".
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The output of Dr. Memory (along with your program) will be printed to the Visual Studio Output Window. Dr. Memory will report errors to the screen as it runs. It will print a summary at the end of what it found. You can double-click on a source file on any error's callstack frame in order to automatically open up that file to the line number indicated.
Using the Visual Studio compiler without the Visual Studio Integrated Development Environment (IDE)
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Launch the Visual Studio Command Prompt. From the Start menu, under All Programs, find your Visual Studio version (e.g., 2010) and expand it. Then expand Visual Studio Tools. Select the "Visual Studio 2010 Command Prompt". (You don't want the x64 or Cross Tools versions.) Note: this is not the Cygwin shell.
This Command Prompt is a cmd shell in which a batch file that comes with Visual Studio has been executed. This batch file is called vcvars.bat and it sets up the path and environment variables needed to run the compiler from the command line.
Note: You can extract the environment variables from the batch file and set them up in your .bashrc so you can build from a shell.
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At the command line, change to the directory containing your source files.
Run the compiler, which is called "cl". This will build hw.exe from all .cpp files in the current directory:
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If you installed Dr. Memory before you opened the Command Prompt, you can run drmemory from the same prompt. Run this command, replacing foo.exe arg1 arg2 with your executable name and any command line arguments:
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Dr. Memory will print a summary at the end of what errors it found.
cl /Zi /MT /EHsc /Oy- /Ob0 /Fehw.exe *.cpp
drmemory -brief -batch -- foo.exe arg1 arg2
If you don't see any extra output from Dr. Memory as your program runs, remove the -batch flag and the Dr. Memory output will be sent to a file and notepad will launch automatically to display this file.
drmemory -brief -- foo.exe arg1 arg2
Valgrind
Valgrind only works on Unix-based systems (e.g., GNU/Linux, FreeBSD, and WSL).
Unfortunately, Valgrind does not work on more recent versions of MacOS (it only runs on MacOS 10.12 or earlier).
Valgrind does not work on Cygwin because Cygwin emulates UNIX at the library layer, but Valgrind operates at the system call layer and the Windows system calls are significantly different than UNIX system calls.
To use Valgrind...
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Valgrind is installed by default on most Linux distributions.
Your program should be compiled with debug information enabled by specifying the -g flag. For example:
Then run the program by adding Valgrind to the beginning of your command line (replace foo.out arg1 arg2 with your program name and any command line arguments for your program):
g++ -g main.cpp foo_main.cpp foo_other.cpp -o foo.out
valgrind --leak-check=full --show-reachable=yes ./foo.out arg1 arg2
If that example run of your program contains any memory errors Valgrind will output information to help you track down the error. Note that using Valgrind can significantly slow down execution time as it inspects every memory action. You may need to craft a smaller test case that exhibits the same bug you would like to solve.
Note: Because some STL classes (including string) use their own allocators (and do other optimization tricks), there may be a warning about memory that is ``still reachable'' even though you've deleted all your dynamically allocated memory. The newer versions of Valgrind automatically suppresses some of these common false positive errors, so you may see this listed as a ``suppressed leak''.
Suppression of False Positives in Valgrind
If you see false positive error messages in Valgrind, you will probably want to create an error suppression file to allow you to focus on your actual errors.
Add the --gen-suppressions=all option to the valgrind command line:
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For each false positive (an error not obviously pointing at your code), copy-paste the suppression text (a block of text in curly braces) into a new file containing your custom suppressions, let's call it my_suppressions.txt.
- Use that suppression file every time you run Valgrind:
You may need to add to that file in the future, when you use additional library functions that cause different false positive errors.
valgrind --leak-check=full --gen-suppressions=all ./foo.out arg1 arg2
valgrind --leak-check=full --suppressions=my_suppressions.txt ./foo.out arg1 arg2
Read more about Valgrind suppressions here:
http://valgrind.org/docs/manual/manual-core.html#manual-core.suppress
Workaround for Students who are unable to install a Memory Debugger on their personal computer
If the only machine you have on campus is a newer Mac ARM Silicon M1/M2/M3 machine, you will be unable to directly use Dr. Memory or Valgrind on that hardware.
As a workaround, when you are stuck with a likely memory-related bug, you may submit your assignment to the Memory Debugging - Dr. Memory \& Valgrind gradeable on Submitty to aid your debugging. Your code will be compiled and run without command line arguments and without keyboard input. Thus you may need to modify your program to "hardcode" a specific test case and be sure to include any necessary input files with your submission. The program will run for a maximum of 60 seconds and display the STDOUT and STDERR.
Submissions to this gradeable will not be factored into your lab, homework, or final grade. You will not be penalized for submitting repeatedly to this gradeable.