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Spark SQL场景IO bpf readahead 优化 同步OLK-6.6
Done
#I8O4U8
Task
Wang Zhaolong
Opened this issue
2023-12-13 17:41
【特性描述】 通过ebpf实现可编程内核,针对应用的读取方式调整内核的预读行为,达到spark sql场景的读性能优化, 【特性竞争力】 通过ebpf实现可编程内核,针对应用的读取方式调整内核的预读行为,避免反复下发小IO磁头跳动带来开销。 【硬件架构】 NoArch 【特性约束】 NA 【涉及仓库】 OLK-6.6 【验证记录】 打上验证补丁: ~~~diff diff --git a/mm/readahead.c b/mm/readahead.c index c3f45b710043..8599bb5147eb 100644 --- a/mm/readahead.c +++ b/mm/readahead.c @@ -717,7 +717,10 @@ void page_cache_sync_ra(struct readahead_control *ractl, req_count = 1; do_forced_ra = true; } - + if (ractl->file->f_ctl_mode & FMODE_CTL_RANDOM) + printk("FMODE_CTL_RANDOM was set\n"); + if (ractl->file->f_ctl_mode & FMODE_CTL_WILLNEED) + printk("FMODE_CTL_WILLNEED was set\n"); /* try to read first READAHEAD_FIRST_SIZE into pagecache */ if (ractl->file && (ractl->file->f_ctl_mode & FMODE_CTL_WILLNEED) && page_cache_readahead_from_head(ractl->mapping, ractl->file, ~~~ 执行测试用例: ~~~ root@debian:~/readahead# sh testcase00.sh mke2fs 1.47.0 (5-Feb-2023) Discarding device blocks: done Creating filesystem with 2621440 4k blocks and 655360 inodes Filesystem UUID: bf06d5b8-7e4b-4913-89e0-1dc1a80a8c1a Superblock backups stored on blocks: 32768, 98304, 163840, 229376, 294912, 819200, 884736, 1605632 Allocating group tables: done Writing inode tables: done Creating journal (16384 blocks): done Writing superblocks and filesystem accounting information: done sleep 3s for file_read_pattern launch 2+0 records in 2+0 records out 2097152 bytes (2.1 MB, 2.0 MiB) copied, 0.0220223 s, 95.2 MB/s test FMODE_WILLNEED 1+0 records in 1+0 records out 1048576 bytes (1.0 MB, 1.0 MiB) copied, 0.00451005 s, 232 MB/s [ 1455.728379] FMODE_CTL_WILLNEED was set test set FMODE_RANDOM 10+0 records in 10+0 records out 10485760 bytes (10 MB, 10 MiB) copied, 0.0714635 s, 147 MB/s [ 1455.967379] FMODE_CTL_RANDOM was set [ 1455.969469] FMODE_CTL_RANDOM was set [ 1455.971596] FMODE_CTL_RANDOM was set ...... [ 1457.781893] FMODE_CTL_RANDOM was set [ 1457.783646] FMODE_CTL_RANDOM was set test successed! root@debian:~/readahead# sh testcase01.sh meta-data=/dev/sda isize=512 agcount=4, agsize=655360 blks = sectsz=512 attr=2, projid32bit=1 = crc=1 finobt=1, sparse=1, rmapbt=1 = reflink=1 bigtime=1 inobtcount=1 nrext64=1 data = bsize=4096 blocks=2621440, imaxpct=25 = sunit=0 swidth=0 blks naming =version 2 bsize=4096 ascii-ci=0, ftype=1 log =internal log bsize=4096 blocks=16384, version=2 = sectsz=512 sunit=0 blks, lazy-count=1 realtime =none extsz=4096 blocks=0, rtextents=0 Discarding blocks...Done. sleep 3s for file_read_pattern launch 2+0 records in 2+0 records out 2097152 bytes (2.1 MB, 2.0 MiB) copied, 0.0200794 s, 104 MB/s test FMODE_WILLNEED 1+0 records in 1+0 records out 1048576 bytes (1.0 MB, 1.0 MiB) copied, 0.0050548 s, 207 MB/s [ 1581.737010] FMODE_CTL_WILLNEED was set test set FMODE_RANDOM testtest: (g=0): rw=randread, bs=(R) 4096B-4096B, (W) 4096B-4096B, (T) 4096B-4096B, ioengine=psync, iodepth=1 fio-3.36 Starting 1 thread testtest: Laying out IO file (1 file / 50MiB) 100+0 records in 100+0 records out 104857600 bytes (105 MB, 100 MiB) copied, 0.502477 s, 209 MB/s testtest: (groupid=0, jobs=1): err= 0: pid=3508: Mon Jan 15 14:08:20 2024 read: IOPS=685, BW=2743KiB/s (2809kB/s)(50.0MiB/18665msec) clat (usec): min=389, max=18254, avg=1454.09, stdev=339.92 lat (usec): min=389, max=18255, avg=1454.49, stdev=339.96 clat percentiles (usec): | 1.00th=[ 1074], 5.00th=[ 1188], 10.00th=[ 1254], 20.00th=[ 1336], | 30.00th=[ 1369], 40.00th=[ 1401], 50.00th=[ 1434], 60.00th=[ 1467], | 70.00th=[ 1516], 80.00th=[ 1549], 90.00th=[ 1614], 95.00th=[ 1696], | 99.00th=[ 2024], 99.50th=[ 2114], 99.90th=[ 2671], 99.95th=[ 9503], | 99.99th=[16909] bw ( KiB/s): min= 2272, max= 3016, per=100.00%, avg=2747.03, stdev=144.66, samples=37 iops : min= 568, max= 754, avg=686.76, stdev=36.16, samples=37 lat (usec) : 500=0.01%, 750=0.05%, 1000=0.23% lat (msec) : 2=98.50%, 4=1.12%, 10=0.05%, 20=0.03% cpu : usr=0.14%, sys=57.88%, ctx=12800, majf=0, minf=0 IO depths : 1=100.0%, 2=0.0%, 4=0.0%, 8=0.0%, 16=0.0%, 32=0.0%, >=64=0.0% submit : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.0%, >=64=0.0% complete : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.0%, >=64=0.0% issued rwts: total=12800,0,0,0 short=0,0,0,0 dropped=0,0,0,0 latency : target=0, window=0, percentile=100.00%, depth=1 Run status group 0 (all jobs): READ: bw=2743KiB/s (2809kB/s), 2743KiB/s-2743KiB/s (2809kB/s-2809kB/s), io=50.0MiB (52.4MB), run=18665-18665msec Disk stats (read/write): sda: ios=12680/80, sectors=101440/204800, merge=0/0, ticks=7575/984, in_queue=8560, util=98.67% [ 1582.126897] FMODE_CTL_RANDOM was set [ 1582.129017] FMODE_CTL_RANDOM was set [ 1582.131326] FMODE_CTL_RANDOM was set ...... [ 1600.774171] FMODE_CTL_RANDOM was set [ 1600.775609] FMODE_CTL_RANDOM was set [ 1600.776854] FMODE_CTL_RANDOM was set test clear FMODE_RANDOM test successed! ~~~
【特性描述】 通过ebpf实现可编程内核,针对应用的读取方式调整内核的预读行为,达到spark sql场景的读性能优化, 【特性竞争力】 通过ebpf实现可编程内核,针对应用的读取方式调整内核的预读行为,避免反复下发小IO磁头跳动带来开销。 【硬件架构】 NoArch 【特性约束】 NA 【涉及仓库】 OLK-6.6 【验证记录】 打上验证补丁: ~~~diff diff --git a/mm/readahead.c b/mm/readahead.c index c3f45b710043..8599bb5147eb 100644 --- a/mm/readahead.c +++ b/mm/readahead.c @@ -717,7 +717,10 @@ void page_cache_sync_ra(struct readahead_control *ractl, req_count = 1; do_forced_ra = true; } - + if (ractl->file->f_ctl_mode & FMODE_CTL_RANDOM) + printk("FMODE_CTL_RANDOM was set\n"); + if (ractl->file->f_ctl_mode & FMODE_CTL_WILLNEED) + printk("FMODE_CTL_WILLNEED was set\n"); /* try to read first READAHEAD_FIRST_SIZE into pagecache */ if (ractl->file && (ractl->file->f_ctl_mode & FMODE_CTL_WILLNEED) && page_cache_readahead_from_head(ractl->mapping, ractl->file, ~~~ 执行测试用例: ~~~ root@debian:~/readahead# sh testcase00.sh mke2fs 1.47.0 (5-Feb-2023) Discarding device blocks: done Creating filesystem with 2621440 4k blocks and 655360 inodes Filesystem UUID: bf06d5b8-7e4b-4913-89e0-1dc1a80a8c1a Superblock backups stored on blocks: 32768, 98304, 163840, 229376, 294912, 819200, 884736, 1605632 Allocating group tables: done Writing inode tables: done Creating journal (16384 blocks): done Writing superblocks and filesystem accounting information: done sleep 3s for file_read_pattern launch 2+0 records in 2+0 records out 2097152 bytes (2.1 MB, 2.0 MiB) copied, 0.0220223 s, 95.2 MB/s test FMODE_WILLNEED 1+0 records in 1+0 records out 1048576 bytes (1.0 MB, 1.0 MiB) copied, 0.00451005 s, 232 MB/s [ 1455.728379] FMODE_CTL_WILLNEED was set test set FMODE_RANDOM 10+0 records in 10+0 records out 10485760 bytes (10 MB, 10 MiB) copied, 0.0714635 s, 147 MB/s [ 1455.967379] FMODE_CTL_RANDOM was set [ 1455.969469] FMODE_CTL_RANDOM was set [ 1455.971596] FMODE_CTL_RANDOM was set ...... [ 1457.781893] FMODE_CTL_RANDOM was set [ 1457.783646] FMODE_CTL_RANDOM was set test successed! root@debian:~/readahead# sh testcase01.sh meta-data=/dev/sda isize=512 agcount=4, agsize=655360 blks = sectsz=512 attr=2, projid32bit=1 = crc=1 finobt=1, sparse=1, rmapbt=1 = reflink=1 bigtime=1 inobtcount=1 nrext64=1 data = bsize=4096 blocks=2621440, imaxpct=25 = sunit=0 swidth=0 blks naming =version 2 bsize=4096 ascii-ci=0, ftype=1 log =internal log bsize=4096 blocks=16384, version=2 = sectsz=512 sunit=0 blks, lazy-count=1 realtime =none extsz=4096 blocks=0, rtextents=0 Discarding blocks...Done. sleep 3s for file_read_pattern launch 2+0 records in 2+0 records out 2097152 bytes (2.1 MB, 2.0 MiB) copied, 0.0200794 s, 104 MB/s test FMODE_WILLNEED 1+0 records in 1+0 records out 1048576 bytes (1.0 MB, 1.0 MiB) copied, 0.0050548 s, 207 MB/s [ 1581.737010] FMODE_CTL_WILLNEED was set test set FMODE_RANDOM testtest: (g=0): rw=randread, bs=(R) 4096B-4096B, (W) 4096B-4096B, (T) 4096B-4096B, ioengine=psync, iodepth=1 fio-3.36 Starting 1 thread testtest: Laying out IO file (1 file / 50MiB) 100+0 records in 100+0 records out 104857600 bytes (105 MB, 100 MiB) copied, 0.502477 s, 209 MB/s testtest: (groupid=0, jobs=1): err= 0: pid=3508: Mon Jan 15 14:08:20 2024 read: IOPS=685, BW=2743KiB/s (2809kB/s)(50.0MiB/18665msec) clat (usec): min=389, max=18254, avg=1454.09, stdev=339.92 lat (usec): min=389, max=18255, avg=1454.49, stdev=339.96 clat percentiles (usec): | 1.00th=[ 1074], 5.00th=[ 1188], 10.00th=[ 1254], 20.00th=[ 1336], | 30.00th=[ 1369], 40.00th=[ 1401], 50.00th=[ 1434], 60.00th=[ 1467], | 70.00th=[ 1516], 80.00th=[ 1549], 90.00th=[ 1614], 95.00th=[ 1696], | 99.00th=[ 2024], 99.50th=[ 2114], 99.90th=[ 2671], 99.95th=[ 9503], | 99.99th=[16909] bw ( KiB/s): min= 2272, max= 3016, per=100.00%, avg=2747.03, stdev=144.66, samples=37 iops : min= 568, max= 754, avg=686.76, stdev=36.16, samples=37 lat (usec) : 500=0.01%, 750=0.05%, 1000=0.23% lat (msec) : 2=98.50%, 4=1.12%, 10=0.05%, 20=0.03% cpu : usr=0.14%, sys=57.88%, ctx=12800, majf=0, minf=0 IO depths : 1=100.0%, 2=0.0%, 4=0.0%, 8=0.0%, 16=0.0%, 32=0.0%, >=64=0.0% submit : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.0%, >=64=0.0% complete : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.0%, >=64=0.0% issued rwts: total=12800,0,0,0 short=0,0,0,0 dropped=0,0,0,0 latency : target=0, window=0, percentile=100.00%, depth=1 Run status group 0 (all jobs): READ: bw=2743KiB/s (2809kB/s), 2743KiB/s-2743KiB/s (2809kB/s-2809kB/s), io=50.0MiB (52.4MB), run=18665-18665msec Disk stats (read/write): sda: ios=12680/80, sectors=101440/204800, merge=0/0, ticks=7575/984, in_queue=8560, util=98.67% [ 1582.126897] FMODE_CTL_RANDOM was set [ 1582.129017] FMODE_CTL_RANDOM was set [ 1582.131326] FMODE_CTL_RANDOM was set ...... [ 1600.774171] FMODE_CTL_RANDOM was set [ 1600.775609] FMODE_CTL_RANDOM was set [ 1600.776854] FMODE_CTL_RANDOM was set test clear FMODE_RANDOM test successed! ~~~
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