Notes on Analysing Behaviour Using Events and Tracepoints¶
| Author: | Mel Gorman (PCL information heavily based on email from Ingo Molnar) |
|---|
1. Introduction¶
Tracepoints (see Using the Linux Kernel Tracepoints) can be used without creating custom kernel modules to register probe functions using the event tracing infrastructure.
Simplistically, tracepoints represent important events that can be taken in conjunction with other tracepoints to build a “Big Picture” of what is going on within the system. There are a large number of methods for gathering and interpreting these events. Lacking any current Best Practises, this document describes some of the methods that can be used.
This document assumes that debugfs is mounted on /sys/kernel/debug and that the appropriate tracing options have been configured into the kernel. It is assumed that the PCL tool tools/perf has been installed and is in your path.
2. Listing Available Events¶
2.1 Standard Utilities¶
All possible events are visible from /sys/kernel/debug/tracing/events. Simply calling:
$ find /sys/kernel/debug/tracing/events -type d
will give a fair indication of the number of events available.
2.2 PCL (Performance Counters for Linux)¶
Discovery and enumeration of all counters and events, including tracepoints, are available with the perf tool. Getting a list of available events is a simple case of:
$ perf list 2>&1 | grep Tracepoint
ext4:ext4_free_inode [Tracepoint event]
ext4:ext4_request_inode [Tracepoint event]
ext4:ext4_allocate_inode [Tracepoint event]
ext4:ext4_write_begin [Tracepoint event]
ext4:ext4_ordered_write_end [Tracepoint event]
[ .... remaining output snipped .... ]
3. Enabling Events¶
3.1 System-Wide Event Enabling¶
See Event Tracing for a proper description on how events can be enabled system-wide. A short example of enabling all events related to page allocation would look something like:
$ for i in `find /sys/kernel/debug/tracing/events -name "enable" | grep mm_`; do echo 1 > $i; done
3.2 System-Wide Event Enabling with SystemTap¶
In SystemTap, tracepoints are accessible using the kernel.trace() function call. The following is an example that reports every 5 seconds what processes were allocating the pages.
global page_allocs
probe kernel.trace("mm_page_alloc") {
page_allocs[execname()]++
}
function print_count() {
printf ("%-25s %-s\n", "#Pages Allocated", "Process Name")
foreach (proc in page_allocs-)
printf("%-25d %s\n", page_allocs[proc], proc)
printf ("\n")
delete page_allocs
}
probe timer.s(5) {
print_count()
}
3.3 System-Wide Event Enabling with PCL¶
By specifying the -a switch and analysing sleep, the system-wide events for a duration of time can be examined.
$ perf stat -a \
-e kmem:mm_page_alloc -e kmem:mm_page_free \
-e kmem:mm_page_free_batched \
sleep 10
Performance counter stats for 'sleep 10':
9630 kmem:mm_page_alloc
2143 kmem:mm_page_free
7424 kmem:mm_page_free_batched
10.002577764 seconds time elapsed
Similarly, one could execute a shell and exit it as desired to get a report at that point.
3.4 Local Event Enabling¶
ftrace - Function Tracer describes how to enable events on a per-thread basis using set_ftrace_pid.
3.5 Local Event Enablement with PCL¶
Events can be activated and tracked for the duration of a process on a local basis using PCL such as follows.
$ perf stat -e kmem:mm_page_alloc -e kmem:mm_page_free \
-e kmem:mm_page_free_batched ./hackbench 10
Time: 0.909
Performance counter stats for './hackbench 10':
17803 kmem:mm_page_alloc
12398 kmem:mm_page_free
4827 kmem:mm_page_free_batched
0.973913387 seconds time elapsed
4. Event Filtering¶
ftrace - Function Tracer covers in-depth how to filter events in ftrace. Obviously using grep and awk of trace_pipe is an option as well as any script reading trace_pipe.
5. Analysing Event Variances with PCL¶
Any workload can exhibit variances between runs and it can be important to know what the standard deviation is. By and large, this is left to the performance analyst to do it by hand. In the event that the discrete event occurrences are useful to the performance analyst, then perf can be used.
$ perf stat --repeat 5 -e kmem:mm_page_alloc -e kmem:mm_page_free
-e kmem:mm_page_free_batched ./hackbench 10
Time: 0.890
Time: 0.895
Time: 0.915
Time: 1.001
Time: 0.899
Performance counter stats for './hackbench 10' (5 runs):
16630 kmem:mm_page_alloc ( +- 3.542% )
11486 kmem:mm_page_free ( +- 4.771% )
4730 kmem:mm_page_free_batched ( +- 2.325% )
0.982653002 seconds time elapsed ( +- 1.448% )
In the event that some higher-level event is required that depends on some aggregation of discrete events, then a script would need to be developed.
Using –repeat, it is also possible to view how events are fluctuating over time on a system-wide basis using -a and sleep.
$ perf stat -e kmem:mm_page_alloc -e kmem:mm_page_free \
-e kmem:mm_page_free_batched \
-a --repeat 10 \
sleep 1
Performance counter stats for 'sleep 1' (10 runs):
1066 kmem:mm_page_alloc ( +- 26.148% )
182 kmem:mm_page_free ( +- 5.464% )
890 kmem:mm_page_free_batched ( +- 30.079% )
1.002251757 seconds time elapsed ( +- 0.005% )
6. Higher-Level Analysis with Helper Scripts¶
When events are enabled the events that are triggering can be read from /sys/kernel/debug/tracing/trace_pipe in human-readable format although binary options exist as well. By post-processing the output, further information can be gathered on-line as appropriate. Examples of post-processing might include
- Reading information from /proc for the PID that triggered the event
- Deriving a higher-level event from a series of lower-level events.
- Calculating latencies between two events
Documentation/trace/postprocess/trace-pagealloc-postprocess.pl is an example script that can read trace_pipe from STDIN or a copy of a trace. When used on-line, it can be interrupted once to generate a report without exiting and twice to exit.
Simplistically, the script just reads STDIN and counts up events but it also can do more such as
- Derive high-level events from many low-level events. If a number of pages are freed to the main allocator from the per-CPU lists, it recognises that as one per-CPU drain even though there is no specific tracepoint for that event
- It can aggregate based on PID or individual process number
- In the event memory is getting externally fragmented, it reports on whether the fragmentation event was severe or moderate.
- When receiving an event about a PID, it can record who the parent was so that if large numbers of events are coming from very short-lived processes, the parent process responsible for creating all the helpers can be identified
7. Lower-Level Analysis with PCL¶
There may also be a requirement to identify what functions within a program were generating events within the kernel. To begin this sort of analysis, the data must be recorded. At the time of writing, this required root:
$ perf record -c 1 \
-e kmem:mm_page_alloc -e kmem:mm_page_free \
-e kmem:mm_page_free_batched \
./hackbench 10
Time: 0.894
[ perf record: Captured and wrote 0.733 MB perf.data (~32010 samples) ]
Note the use of ‘-c 1’ to set the event period to sample. The default sample period is quite high to minimise overhead but the information collected can be very coarse as a result.
This record outputted a file called perf.data which can be analysed using perf report.
$ perf report
# Samples: 30922
#
# Overhead Command Shared Object
# ........ ......... ................................
#
87.27% hackbench [vdso]
6.85% hackbench /lib/i686/cmov/libc-2.9.so
2.62% hackbench /lib/ld-2.9.so
1.52% perf [vdso]
1.22% hackbench ./hackbench
0.48% hackbench [kernel]
0.02% perf /lib/i686/cmov/libc-2.9.so
0.01% perf /usr/bin/perf
0.01% perf /lib/ld-2.9.so
0.00% hackbench /lib/i686/cmov/libpthread-2.9.so
#
# (For more details, try: perf report --sort comm,dso,symbol)
#
According to this, the vast majority of events triggered on events within the VDSO. With simple binaries, this will often be the case so let’s take a slightly different example. In the course of writing this, it was noticed that X was generating an insane amount of page allocations so let’s look at it:
$ perf record -c 1 -f \
-e kmem:mm_page_alloc -e kmem:mm_page_free \
-e kmem:mm_page_free_batched \
-p `pidof X`
This was interrupted after a few seconds and
$ perf report
# Samples: 27666
#
# Overhead Command Shared Object
# ........ ....... .......................................
#
51.95% Xorg [vdso]
47.95% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1
0.09% Xorg /lib/i686/cmov/libc-2.9.so
0.01% Xorg [kernel]
#
# (For more details, try: perf report --sort comm,dso,symbol)
#
So, almost half of the events are occurring in a library. To get an idea which symbol:
$ perf report --sort comm,dso,symbol
# Samples: 27666
#
# Overhead Command Shared Object Symbol
# ........ ....... ....................................... ......
#
51.95% Xorg [vdso] [.] 0x000000ffffe424
47.93% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1 [.] pixmanFillsse2
0.09% Xorg /lib/i686/cmov/libc-2.9.so [.] _int_malloc
0.01% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1 [.] pixman_region32_copy_f
0.01% Xorg [kernel] [k] read_hpet
0.01% Xorg /opt/gfx-test/lib/libpixman-1.so.0.13.1 [.] get_fast_path
0.00% Xorg [kernel] [k] ftrace_trace_userstack
To see where within the function pixmanFillsse2 things are going wrong:
$ perf annotate pixmanFillsse2
[ ... ]
0.00 : 34eeb: 0f 18 08 prefetcht0 (%eax)
: }
:
: extern __inline void __attribute__((__gnu_inline__, __always_inline__, _
: _mm_store_si128 (__m128i *__P, __m128i __B) : {
: *__P = __B;
12.40 : 34eee: 66 0f 7f 80 40 ff ff movdqa %xmm0,-0xc0(%eax)
0.00 : 34ef5: ff
12.40 : 34ef6: 66 0f 7f 80 50 ff ff movdqa %xmm0,-0xb0(%eax)
0.00 : 34efd: ff
12.39 : 34efe: 66 0f 7f 80 60 ff ff movdqa %xmm0,-0xa0(%eax)
0.00 : 34f05: ff
12.67 : 34f06: 66 0f 7f 80 70 ff ff movdqa %xmm0,-0x90(%eax)
0.00 : 34f0d: ff
12.58 : 34f0e: 66 0f 7f 40 80 movdqa %xmm0,-0x80(%eax)
12.31 : 34f13: 66 0f 7f 40 90 movdqa %xmm0,-0x70(%eax)
12.40 : 34f18: 66 0f 7f 40 a0 movdqa %xmm0,-0x60(%eax)
12.31 : 34f1d: 66 0f 7f 40 b0 movdqa %xmm0,-0x50(%eax)
At a glance, it looks like the time is being spent copying pixmaps to the card. Further investigation would be needed to determine why pixmaps are being copied around so much but a starting point would be to take an ancient build of libpixmap out of the library path where it was totally forgotten about from months ago!