1 | memlog - A Memory-Allocation Logging Tool |
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2 | |
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3 | This tool attempts to help you answer the question: |
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4 | Why is my application using so much memory? |
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5 | |
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6 | ** LINKING ** |
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7 | |
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8 | How to use it depends on how your application is linked: |
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9 | |
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10 | For dynamically-linked applications, you can: |
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11 | |
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12 | 1. Use LD_PRELOAD: Set LD_PRELOAD=/path/to/memlog/libmemlog.so when you run |
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13 | your application. |
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14 | |
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15 | 2. Link directly: Add the following to your linker flags: |
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16 | -L/path/to/memlog -Wl,-rpath,/path/to/memlog -lmemlog |
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17 | |
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18 | For statically-linked applications, add the following to your linker flags: |
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19 | |
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20 | -Wl,--wrap,malloc,--wrap,free,--wrap,realloc,--wrap,calloc,--wrap,memalign \ |
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21 | /path/to/memlog/memlog_s.o -lpthread -ldl |
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22 | |
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23 | ** RUNNING ** |
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24 | |
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25 | When your application runs, you should find in your current directory files |
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26 | named 'HOST.PID.memlog', one for each process. These contain the raw tracing |
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27 | information, and are only somewhat human readable. You can create a ps/pdf |
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28 | file detailing the memory allocated when each process reached its peak memory |
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29 | use by running: |
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30 | |
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31 | /path/to/memlog/memlog2dot /path/to/HOST.PID.memlog |
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32 | |
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33 | this will generate files named HOST.PID.memlog.dot, HOST.PID.memlog.ps and |
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34 | HOST.PID.memlog.pdf. You'll probably find the pdf file most convenient for |
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35 | viewing. HOST.PID.memlog.txt is also generated, providing the same information |
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36 | in textual form. |
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37 | |
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38 | When running under common batch systems, the files are named |
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39 | JOB_ID.HOST.PID.memlog, and when running under the BG/Q CNK, the process's rank |
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40 | is used instead of the node-local PID. |
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41 | |
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42 | Note that te peak memory usage is determined by monitoring the processes's |
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43 | maximum resident set size, not just the total allocated heap memory. |
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44 | |
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45 | memlog2dot depends on dot (from the graphviz package) and ps2pdf (from the |
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46 | ghostscript package), plus various tools from the binutils package. |
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47 | |
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48 | ** RELATED WORK ** |
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49 | |
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50 | Why was memlog created? There are several other tools that can support this use |
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51 | case, but none of them would work in our environment properly. They were |
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52 | either too slow, not runnable under the BG/Q CNK, not thread safe, did not |
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53 | properly support big-endian PPC64, supported only either static or dynamic |
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54 | linking, did not collect full backtraces, or just did not produce |
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55 | sufficiently-informative peak-usage output. |
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56 | |
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57 | That having been said, some other tools that might interest you: |
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58 | Valgrind Massif - http://valgrind.org/docs/manual/ms-manual.html |
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59 | Google Performance Tools - http://google-perftools.googlecode.com/svn/trunk/doc/heapprofile.html |
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60 | memtrail - https://github.com/jrfonseca/memtrail |
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61 | LeakTracer - http://www.andreasen.org/LeakTracer/ |
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62 | glibc mtrace - http://www.gnu.org/s/hello/manual/libc/Allocation-Debugging.html |
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63 | Heaptrack - http://milianw.de/blog/heaptrack-a-heap-memory-profiler-for-linux |
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64 | MemProf - http://www.secretlabs.de/projects/memprof/ |
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65 | |
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66 | The dot/pdf output produced by memlog was definitely inspired by that produced |
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67 | by Google's pprof tool in the aforementioned package. |
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68 | |
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