================== Memory Profiling ================== Ceph MON, OSD and MDS can generate heap profiles using ``tcmalloc``. To generate heap profiles, ensure you have ``google-perftools`` installed:: sudo apt-get install google-perftools The profiler dumps output to your ``log file`` directory (i.e., ``/var/log/ceph``). See `Logging and Debugging`_ for details. To view the profiler logs with Google's performance tools, execute the following:: google-pprof --text {path-to-daemon} {log-path/filename} For example:: $ ceph tell osd.0 heap start_profiler $ ceph tell osd.0 heap dump osd.0 tcmalloc heap stats:------------------------------------------------ MALLOC: 2632288 ( 2.5 MiB) Bytes in use by application MALLOC: + 499712 ( 0.5 MiB) Bytes in page heap freelist MALLOC: + 543800 ( 0.5 MiB) Bytes in central cache freelist MALLOC: + 327680 ( 0.3 MiB) Bytes in transfer cache freelist MALLOC: + 1239400 ( 1.2 MiB) Bytes in thread cache freelists MALLOC: + 1142936 ( 1.1 MiB) Bytes in malloc metadata MALLOC: ------------ MALLOC: = 6385816 ( 6.1 MiB) Actual memory used (physical + swap) MALLOC: + 0 ( 0.0 MiB) Bytes released to OS (aka unmapped) MALLOC: ------------ MALLOC: = 6385816 ( 6.1 MiB) Virtual address space used MALLOC: MALLOC: 231 Spans in use MALLOC: 56 Thread heaps in use MALLOC: 8192 Tcmalloc page size ------------------------------------------------ Call ReleaseFreeMemory() to release freelist memory to the OS (via madvise()). Bytes released to the OS take up virtual address space but no physical memory. $ google-pprof --text \ /usr/bin/ceph-osd \ /var/log/ceph/ceph-osd.0.profile.0001.heap Total: 3.7 MB 1.9 51.1% 51.1% 1.9 51.1% ceph::log::Log::create_entry 1.8 47.3% 98.4% 1.8 47.3% std::string::_Rep::_S_create 0.0 0.4% 98.9% 0.0 0.6% SimpleMessenger::add_accept_pipe 0.0 0.4% 99.2% 0.0 0.6% decode_message ... Another heap dump on the same daemon will add another file. It is convenient to compare to a previous heap dump to show what has grown in the interval. For instance:: $ google-pprof --text --base out/osd.0.profile.0001.heap \ ceph-osd out/osd.0.profile.0003.heap Total: 0.2 MB 0.1 50.3% 50.3% 0.1 50.3% ceph::log::Log::create_entry 0.1 46.6% 96.8% 0.1 46.6% std::string::_Rep::_S_create 0.0 0.9% 97.7% 0.0 26.1% ReplicatedPG::do_op 0.0 0.8% 98.5% 0.0 0.8% __gnu_cxx::new_allocator::allocate Refer to `Google Heap Profiler`_ for additional details. Once you have the heap profiler installed, start your cluster and begin using the heap profiler. You may enable or disable the heap profiler at runtime, or ensure that it runs continuously. For the following commandline usage, replace ``{daemon-type}`` with ``mon``, ``osd`` or ``mds``, and replace ``{daemon-id}`` with the OSD number or the MON or MDS id. Starting the Profiler --------------------- To start the heap profiler, execute the following:: ceph tell {daemon-type}.{daemon-id} heap start_profiler For example:: ceph tell osd.1 heap start_profiler Alternatively the profile can be started when the daemon starts running if the ``CEPH_HEAP_PROFILER_INIT=true`` variable is found in the environment. Printing Stats -------------- To print out statistics, execute the following:: ceph tell {daemon-type}.{daemon-id} heap stats For example:: ceph tell osd.0 heap stats .. note:: Printing stats does not require the profiler to be running and does not dump the heap allocation information to a file. Dumping Heap Information ------------------------ To dump heap information, execute the following:: ceph tell {daemon-type}.{daemon-id} heap dump For example:: ceph tell mds.a heap dump .. note:: Dumping heap information only works when the profiler is running. Releasing Memory ---------------- To release memory that ``tcmalloc`` has allocated but which is not being used by the Ceph daemon itself, execute the following:: ceph tell {daemon-type}{daemon-id} heap release For example:: ceph tell osd.2 heap release Stopping the Profiler --------------------- To stop the heap profiler, execute the following:: ceph tell {daemon-type}.{daemon-id} heap stop_profiler For example:: ceph tell osd.0 heap stop_profiler .. _Logging and Debugging: ../log-and-debug .. _Google Heap Profiler: http://goog-perftools.sourceforge.net/doc/heap_profiler.html