1 Notes on Analysing Behaviour Using Events and Tracepoints
3 Documentation written by Mel Gorman
4 PCL information heavily based on email from Ingo Molnar
9 Tracepoints (see Documentation/trace/tracepoints.txt) can be used without
10 creating custom kernel modules to register probe functions using the event
11 tracing infrastructure.
13 Simplistically, tracepoints will represent an important event that when can
14 be taken in conjunction with other tracepoints to build a "Big Picture" of
15 what is going on within the system. There are a large number of methods for
16 gathering and interpreting these events. Lacking any current Best Practises,
17 this document describes some of the methods that can be used.
19 This document assumes that debugfs is mounted on /sys/kernel/debug and that
20 the appropriate tracing options have been configured into the kernel. It is
21 assumed that the PCL tool tools/perf has been installed and is in your path.
23 2. Listing Available Events
24 ===========================
26 2.1 Standard Utilities
27 ----------------------
29 All possible events are visible from /sys/kernel/debug/tracing/events. Simply
32 $ find /sys/kernel/debug/tracing/events -type d
34 will give a fair indication of the number of events available.
39 Discovery and enumeration of all counters and events, including tracepoints
40 are available with the perf tool. Getting a list of available events is a
43 $ perf list 2>&1 | grep Tracepoint
44 ext4:ext4_free_inode [Tracepoint event]
45 ext4:ext4_request_inode [Tracepoint event]
46 ext4:ext4_allocate_inode [Tracepoint event]
47 ext4:ext4_write_begin [Tracepoint event]
48 ext4:ext4_ordered_write_end [Tracepoint event]
49 [ .... remaining output snipped .... ]
55 2.1 System-Wide Event Enabling
56 ------------------------------
58 See Documentation/trace/events.txt for a proper description on how events
59 can be enabled system-wide. A short example of enabling all events related
60 to page allocation would look something like
62 $ for i in `find /sys/kernel/debug/tracing/events -name "enable" | grep mm_`; do echo 1 > $i; done
64 2.2 System-Wide Event Enabling with SystemTap
65 ---------------------------------------------
67 In SystemTap, tracepoints are accessible using the kernel.trace() function
68 call. The following is an example that reports every 5 seconds what processes
69 were allocating the pages.
73 probe kernel.trace("mm_page_alloc") {
74 page_allocs[execname()]++
77 function print_count() {
78 printf ("%-25s %-s\n", "#Pages Allocated", "Process Name")
79 foreach (proc in page_allocs-)
80 printf("%-25d %s\n", page_allocs[proc], proc)
89 2.3 System-Wide Event Enabling with PCL
90 ---------------------------------------
92 By specifying the -a switch and analysing sleep, the system-wide events
93 for a duration of time can be examined.
96 -e kmem:mm_page_alloc -e kmem:mm_page_free_direct \
97 -e kmem:mm_pagevec_free \
99 Performance counter stats for 'sleep 10':
101 9630 kmem:mm_page_alloc
102 2143 kmem:mm_page_free_direct
103 7424 kmem:mm_pagevec_free
105 10.002577764 seconds time elapsed
107 Similarly, one could execute a shell and exit it as desired to get a report
110 2.4 Local Event Enabling
111 ------------------------
113 Documentation/trace/ftrace.txt describes how to enable events on a per-thread
114 basis using set_ftrace_pid.
116 2.5 Local Event Enablement with PCL
117 -----------------------------------
119 Events can be activate and tracked for the duration of a process on a local
120 basis using PCL such as follows.
122 $ perf stat -e kmem:mm_page_alloc -e kmem:mm_page_free_direct \
123 -e kmem:mm_pagevec_free ./hackbench 10
126 Performance counter stats for './hackbench 10':
128 17803 kmem:mm_page_alloc
129 12398 kmem:mm_page_free_direct
130 4827 kmem:mm_pagevec_free
132 0.973913387 seconds time elapsed
137 Documentation/trace/ftrace.txt covers in-depth how to filter events in
138 ftrace. Obviously using grep and awk of trace_pipe is an option as well
139 as any script reading trace_pipe.
141 4. Analysing Event Variances with PCL
142 =====================================
144 Any workload can exhibit variances between runs and it can be important
145 to know what the standard deviation in. By and large, this is left to the
146 performance analyst to do it by hand. In the event that the discrete event
147 occurrences are useful to the performance analyst, then perf can be used.
149 $ perf stat --repeat 5 -e kmem:mm_page_alloc -e kmem:mm_page_free_direct
150 -e kmem:mm_pagevec_free ./hackbench 10
157 Performance counter stats for './hackbench 10' (5 runs):
159 16630 kmem:mm_page_alloc ( +- 3.542% )
160 11486 kmem:mm_page_free_direct ( +- 4.771% )
161 4730 kmem:mm_pagevec_free ( +- 2.325% )
163 0.982653002 seconds time elapsed ( +- 1.448% )
165 In the event that some higher-level event is required that depends on some
166 aggregation of discrete events, then a script would need to be developed.
168 Using --repeat, it is also possible to view how events are fluctuating over
169 time on a system wide basis using -a and sleep.
171 $ perf stat -e kmem:mm_page_alloc -e kmem:mm_page_free_direct \
172 -e kmem:mm_pagevec_free \
175 Performance counter stats for 'sleep 1' (10 runs):
177 1066 kmem:mm_page_alloc ( +- 26.148% )
178 182 kmem:mm_page_free_direct ( +- 5.464% )
179 890 kmem:mm_pagevec_free ( +- 30.079% )
181 1.002251757 seconds time elapsed ( +- 0.005% )
183 5. Higher-Level Analysis with Helper Scripts
184 ============================================
186 When events are enabled the events that are triggering can be read from
187 /sys/kernel/debug/tracing/trace_pipe in human-readable format although binary
188 options exist as well. By post-processing the output, further information can
189 be gathered on-line as appropriate. Examples of post-processing might include
191 o Reading information from /proc for the PID that triggered the event
192 o Deriving a higher-level event from a series of lower-level events.
193 o Calculate latencies between two events
195 Documentation/trace/postprocess/trace-pagealloc-postprocess.pl is an example
196 script that can read trace_pipe from STDIN or a copy of a trace. When used
197 on-line, it can be interrupted once to generate a report without existing
200 Simplistically, the script just reads STDIN and counts up events but it
201 also can do more such as
203 o Derive high-level events from many low-level events. If a number of pages
204 are freed to the main allocator from the per-CPU lists, it recognises
205 that as one per-CPU drain even though there is no specific tracepoint
207 o It can aggregate based on PID or individual process number
208 o In the event memory is getting externally fragmented, it reports
209 on whether the fragmentation event was severe or moderate.
210 o When receiving an event about a PID, it can record who the parent was so
211 that if large numbers of events are coming from very short-lived
212 processes, the parent process responsible for creating all the helpers
215 6. Lower-Level Analysis with PCL
216 ================================
218 There may also be a requirement to identify what functions with a program
219 were generating events within the kernel. To begin this sort of analysis, the
220 data must be recorded. At the time of writing, this required root
223 -e kmem:mm_page_alloc -e kmem:mm_page_free_direct \
224 -e kmem:mm_pagevec_free \
227 [ perf record: Captured and wrote 0.733 MB perf.data (~32010 samples) ]
229 Note the use of '-c 1' to set the event period to sample. The default sample
230 period is quite high to minimise overhead but the information collected can be
231 very coarse as a result.
233 This record outputted a file called perf.data which can be analysed using
239 # Overhead Command Shared Object
240 # ........ ......... ................................
242 87.27% hackbench [vdso]
243 6.85% hackbench /lib/i686/cmov/libc-2.9.so
244 2.62% hackbench /lib/ld-2.9.so
246 1.22% hackbench ./hackbench
247 0.48% hackbench [kernel]
248 0.02% perf /lib/i686/cmov/libc-2.9.so
249 0.01% perf /usr/bin/perf
250 0.01% perf /lib/ld-2.9.so
251 0.00% hackbench /lib/i686/cmov/libpthread-2.9.so
253 # (For more details, try: perf report --sort comm,dso,symbol)
256 According to this, the vast majority of events occured triggered on events
257 within the VDSO. With simple binaries, this will often be the case so lets
258 take a slightly different example. In the course of writing this, it was
259 noticed that X was generating an insane amount of page allocations so lets look
262 $ perf record -c 1 -f \
263 -e kmem:mm_page_alloc -e kmem:mm_page_free_direct \
264 -e kmem:mm_pagevec_free \
267 This was interrupted after a few seconds and
272 # Overhead Command Shared Object
273 # ........ ....... .......................................
276 47.95% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1
277 0.09% Xorg /lib/i686/cmov/libc-2.9.so
280 # (For more details, try: perf report --sort comm,dso,symbol)
283 So, almost half of the events are occuring in a library. To get an idea which
286 $ perf report --sort comm,dso,symbol
289 # Overhead Command Shared Object Symbol
290 # ........ ....... ....................................... ......
292 51.95% Xorg [vdso] [.] 0x000000ffffe424
293 47.93% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1 [.] pixmanFillsse2
294 0.09% Xorg /lib/i686/cmov/libc-2.9.so [.] _int_malloc
295 0.01% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1 [.] pixman_region32_copy_f
296 0.01% Xorg [kernel] [k] read_hpet
297 0.01% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1 [.] get_fast_path
298 0.00% Xorg [kernel] [k] ftrace_trace_userstack
300 To see where within the function pixmanFillsse2 things are going wrong
302 $ perf annotate pixmanFillsse2
304 0.00 : 34eeb: 0f 18 08 prefetcht0 (%eax)
307 : extern __inline void __attribute__((__gnu_inline__, __always_inline__, _
308 : _mm_store_si128 (__m128i *__P, __m128i __B) : {
310 12.40 : 34eee: 66 0f 7f 80 40 ff ff movdqa %xmm0,-0xc0(%eax)
312 12.40 : 34ef6: 66 0f 7f 80 50 ff ff movdqa %xmm0,-0xb0(%eax)
314 12.39 : 34efe: 66 0f 7f 80 60 ff ff movdqa %xmm0,-0xa0(%eax)
316 12.67 : 34f06: 66 0f 7f 80 70 ff ff movdqa %xmm0,-0x90(%eax)
318 12.58 : 34f0e: 66 0f 7f 40 80 movdqa %xmm0,-0x80(%eax)
319 12.31 : 34f13: 66 0f 7f 40 90 movdqa %xmm0,-0x70(%eax)
320 12.40 : 34f18: 66 0f 7f 40 a0 movdqa %xmm0,-0x60(%eax)
321 12.31 : 34f1d: 66 0f 7f 40 b0 movdqa %xmm0,-0x50(%eax)
323 At a glance, it looks like the time is being spent copying pixmaps to
324 the card. Further investigation would be needed to determine why pixmaps
325 are being copied around so much but a starting point would be to take an
326 ancient build of libpixmap out of the library path where it was totally
327 forgotten about from months ago!