Nanosecond-Resolution Latency Measurements Tool for the Linux Kernel I/O Stack. Based on eBPF and using bcc framework.
- Zhe Tang (Email: [email protected])
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Python 3.7+
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BCC 0.10.0+
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Kernel Configuration (Reference)：
In general, to use these features, a Linux kernel version 4.1 or newer is required. In addition, the kernel should have been compiled with the following flags set:
CONFIG_BPF=y CONFIG_BPF_SYSCALL=y # [optional, for tc filters] CONFIG_NET_CLS_BPF=m # [optional, for tc actions] CONFIG_NET_ACT_BPF=m CONFIG_BPF_JIT=y # [for Linux kernel versions 4.1 through 4.6] CONFIG_HAVE_BPF_JIT=y # [for Linux kernel versions 4.7 and later] CONFIG_HAVE_EBPF_JIT=y # [optional, for kprobes] CONFIG_BPF_EVENTS=y # Need kernel headers through /sys/kernel/kheaders.tar.xz CONFIG_IKHEADERS=yThere are a few optional kernel flags needed for running bcc networking examples on vanilla kernel:
CONFIG_NET_SCH_SFQ=m CONFIG_NET_ACT_POLICE=m CONFIG_NET_ACT_GACT=m CONFIG_DUMMY=m CONFIG_VXLAN=mKernel compile flags can usually be checked by looking at
/proc/config.gzor/boot/config-<kernel-version>.
- Install BCC following the instructions here.
- If you need to rebuild Linux kernel, you can follow the instructions here.
python IOStackBreakdown.py [-m] [-p PID] [-Q] [-T type] [-d disk]
-m: Output in milliseconds-p PID: Trace this PID only-Q: Include OS queued time in I/O time-T type: Trace syscall, vfs, ext4 or block layer-d disk: Trace this disk only
- While gauging the latency of the Block Layer, it is highly recommended to employ the
-dflag in order to obtain precise and exact outcomes. - Regrettably, due to the constraints imposed by the implementation of the Linux kernel,
-pcan solely assure the latency to the syscall layer, vfs layer and ext4 layer for a particular process.
#Syscall
sudo ./IOStackBreakdown -T syscall -p 6681
Breaking Down Linux IO Stack's operation latency... Hit Ctrl-C to end.
^C
02:15:40
operation = sysc_w
nsecs : count distribution
0 -> 1 : 0 | |
2 -> 3 : 0 | |
4 -> 7 : 0 | |
8 -> 15 : 0 | |
16 -> 31 : 0 | |
32 -> 63 : 0 | |
64 -> 127 : 0 | |
128 -> 255 : 0 | |
256 -> 511 : 0 | |
512 -> 1023 : 0 | |
1024 -> 2047 : 0 | |
2048 -> 4095 : 0 | |
4096 -> 8191 : 2 | |
8192 -> 16383 : 0 | |
16384 -> 32767 : 0 | |
32768 -> 65535 : 0 | |
65536 -> 131071 : 0 | |
131072 -> 262143 : 0 | |
262144 -> 524287 : 1000 |****************************************|
b'sysc_w', 329906470ns
#VFS
sudo ./IOStackBreakdown -T vfs -p 6688
Breaking Down Linux IO Stack's operation latency... Hit Ctrl-C to end.
^C
02:16:16
operation = vfs_w
nsecs : count distribution
0 -> 1 : 0 | |
2 -> 3 : 0 | |
4 -> 7 : 0 | |
8 -> 15 : 0 | |
16 -> 31 : 0 | |
32 -> 63 : 0 | |
64 -> 127 : 0 | |
128 -> 255 : 0 | |
256 -> 511 : 0 | |
512 -> 1023 : 0 | |
1024 -> 2047 : 0 | |
2048 -> 4095 : 0 | |
4096 -> 8191 : 1 | |
8192 -> 16383 : 1 | |
16384 -> 32767 : 0 | |
32768 -> 65535 : 0 | |
65536 -> 131071 : 0 | |
131072 -> 262143 : 0 | |
262144 -> 524287 : 983 |****************************************|
524288 -> 1048575 : 17 | |
operation = vfs_o
nsecs : count distribution
0 -> 1 : 0 | |
2 -> 3 : 0 | |
4 -> 7 : 0 | |
8 -> 15 : 0 | |
16 -> 31 : 0 | |
32 -> 63 : 0 | |
64 -> 127 : 0 | |
128 -> 255 : 0 | |
256 -> 511 : 0 | |
512 -> 1023 : 824 |****************************************|
1024 -> 2047 : 167 |******** |
2048 -> 4095 : 9 | |
b'vfs_o', 952072ns
b'vfs_w', 344076662ns
#EXT4
sudo ./IOStackBreakdown -T ext4 -p 6706
Breaking Down Linux IO Stack's operation latency... Hit Ctrl-C to end.
^C
02:17:32
operation = extfsync
nsecs : count distribution
0 -> 1 : 0 | |
2 -> 3 : 0 | |
4 -> 7 : 0 | |
8 -> 15 : 0 | |
16 -> 31 : 0 | |
32 -> 63 : 0 | |
64 -> 127 : 0 | |
128 -> 255 : 0 | |
256 -> 511 : 0 | |
512 -> 1023 : 0 | |
1024 -> 2047 : 0 | |
2048 -> 4095 : 0 | |
4096 -> 8191 : 0 | |
8192 -> 16383 : 0 | |
16384 -> 32767 : 0 | |
32768 -> 65535 : 0 | |
65536 -> 131071 : 0 | |
131072 -> 262143 : 0 | |
262144 -> 524287 : 999 |****************************************|
524288 -> 1048575 : 1 | |
operation = extopen
nsecs : count distribution
0 -> 1 : 0 | |
2 -> 3 : 0 | |
4 -> 7 : 0 | |
8 -> 15 : 0 | |
16 -> 31 : 0 | |
32 -> 63 : 0 | |
64 -> 127 : 0 | |
128 -> 255 : 0 | |
256 -> 511 : 939 |****************************************|
512 -> 1023 : 60 |** |
1024 -> 2047 : 0 | |
2048 -> 4095 : 1 | |
operation = extwrite
nsecs : count distribution
0 -> 1 : 0 | |
2 -> 3 : 0 | |
4 -> 7 : 0 | |
8 -> 15 : 0 | |
16 -> 31 : 0 | |
32 -> 63 : 0 | |
64 -> 127 : 0 | |
128 -> 255 : 0 | |
256 -> 511 : 0 | |
512 -> 1023 : 0 | |
1024 -> 2047 : 0 | |
2048 -> 4095 : 0 | |
4096 -> 8191 : 0 | |
8192 -> 16383 : 0 | |
16384 -> 32767 : 0 | |
32768 -> 65535 : 0 | |
65536 -> 131071 : 0 | |
131072 -> 262143 : 0 | |
262144 -> 524287 : 1000 |****************************************|
b'extopen', 443774ns
b'extwrite', 325436176ns
b'extfsync', 346928293ns
#Block I/O
sudo ./IOStackBreakdown -T blk -d nvme0n1 -Q
Breaking Down Linux IO Stack's operation latency... Hit Ctrl-C to end.
^C
02:19:11
operation = bio_op
nsecs : count distribution
0 -> 1 : 0 | |
2 -> 3 : 0 | |
4 -> 7 : 0 | |
8 -> 15 : 0 | |
16 -> 31 : 0 | |
32 -> 63 : 0 | |
64 -> 127 : 0 | |
128 -> 255 : 0 | |
256 -> 511 : 0 | |
512 -> 1023 : 0 | |
1024 -> 2047 : 0 | |
2048 -> 4095 : 0 | |
4096 -> 8191 : 1557 |*************** |
8192 -> 16383 : 443 |**** |
16384 -> 32767 : 4 | |
32768 -> 65535 : 1001 |********* |
65536 -> 131071 : 2803 |*************************** |
131072 -> 262143 : 4111 |****************************************|
262144 -> 524287 : 87 | |
b'bio_op', 1139312161ns- Fix the known bugs of measuring Direct I/O.
- Provide validation benchmark.
- Support more filesystems like XFS, Btrfs etc.
- Trace more I/O stacks like NVMe, SCSI etc.
- Provide latency breakdown at finer granularity.