ZFS in the Trenches. Ben Rockwood Director of Systems Engineering Joyent, Inc.
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1 ZFS in the Trenches Ben Rockwood Director of Systems Engineering Joyent, Inc.
2 The Big Questions Is node 5 of 150 struggling Is I/O efficient as it can be? How fast are requests being answered? What is my mix of sync vs async I/O? Do I need to tune? How do I back it up?
3 Setting the Record Straight
4 Correcting Assumptions Tuning ZFS is Evil (true) ZFS doesn t require tuning (false) ZFS is a memory hog (true) ZFS is slow (false) ZFS won t allow corruption (false)
5 Amazing Efficiency ZFS ARC is extremely efficient Example: 32 production zones (different customers), 120,000 reads per second... ZERO physical read I/O! ZFS TXG Sync is extremely efficient, provides a clean and orderly flush of writes to disk ZFS Prefetch intelligence is smarter than you... but true efficiency can vary based on workload.
6 Physical vs Logical I/O
7 Observability
8 Kstat ZFS ARC Kstats are incredibly useful Tools such as arcstat or arc_summary are good examples More Kstats (hopefully) are coming Things get more interesting when combined with physical disk kstats and VFS layer kstats
9 ~$ kstat -p -n arcstats zfs:0:arcstats:c zfs:0:arcstats:c_max zfs:0:arcstats:c_min zfs:0:arcstats:class misc zfs:0:arcstats:crtime zfs:0:arcstats:data_size zfs:0:arcstats:deleted zfs:0:arcstats:demand_data_hits zfs:0:arcstats:demand_data_misses zfs:0:arcstats:demand_metadata_hits zfs:0:arcstats:demand_metadata_misses zfs:0:arcstats:evict_skip zfs:0:arcstats:hash_chain_max 6 zfs:0:arcstats:hash_chains 4508 zfs:0:arcstats:hash_collisions zfs:0:arcstats:hash_elements zfs:0:arcstats:hash_elements_max zfs:0:arcstats:hdr_size zfs:0:arcstats:hits zfs:0:arcstats:l2_abort_lowmem 0 zfs:0:arcstats:l2_cksum_bad 0 zfs:0:arcstats:l2_evict_lock_retry 0 zfs:0:arcstats:l2_evict_reading 0 zfs:0:arcstats:l2_feeds 0 zfs:0:arcstats:l2_free_on_write 0 zfs:0:arcstats:l2_hdr_size 0 zfs:0:arcstats:l2_hits 0 zfs:0:arcstats:l2_io_error 0 zfs:0:arcstats:l2_misses 0 zfs:0:arcstats:l2_read_bytes 0 zfs:0:arcstats:l2_rw_clash 0 zfs:0:arcstats:l2_size 0
10 MDB mdb Provides many useful features that aren t as difficult to use as you think (see zfs.c) If you use just one, ::zfs_params is handy to see all ZFS tunables in one shot Several walkers are available, most handy when doing postmortem (Solaris CAT has wrappers for that.)
11 ~$ mdb -k Loading modules: [ unix genunix s... > ::zfs_params arc_reduce_dnlc_percent = 0x3 zfs_arc_max = 0x zfs_arc_min = 0x0 arc_shrink_shift = 0x5 zfs_mdcomp_disable = 0x0 zfs_prefetch_disable = 0x0 zfetch_max_streams = 0x8 zfetch_min_sec_reap = 0x2 zfetch_block_cap = 0x100 zfetch_array_rd_sz = 0x zfs_default_bs = 0x9 zfs_default_ibs = 0xe metaslab_aliquot = 0x80000 spa_max_replication_override = 0x3 mdb: variable spa_mode not found: unknown symbol name zfs_flags = 0x0 zfs_txg_synctime = 0x5 zfs_txg_timeout = 0x1e zfs_write_limit_min = 0x zfs_write_limit_max = 0x1e zfs_write_limit_shift = 0x3 zfs_write_limit_override = 0x0 zfs_no_write_throttle = 0x0 zfs_vdev_cache_max = 0x4000 zfs_vdev_cache_size = 0xa00000 zfs_vdev_cache_bshift = 0x10 vdev_mirror_shift = 0x15 zfs_vdev_max_pending = 0x23 zfs_vdev_min_pending = 0x4 zfs_scrub_limit = 0xa
12 DTrace I live by the FBT provider Watch entry and return of every ZFS function (w00t!) Most powerful when used for timing or aggregating stacks to learn code flow The fsstat provider is a hidden gem.
13 zdb Examine on-disk structures Can find and fix issues Breakdown of disk utilization can be telling Extremely interesting, but rarely handy Have used it to recover deleted files
14 ~$ zdb quadra version=18 name='quadra' state=0 txg=20039 pool_guid= hostid= hostname='quadra' vdev_tree type='root' id=0 guid= children[0] type='mirror' id=0 guid= whole_disk=0 metaslab_array=23 metaslab_shift=33 ashift=9 asize= is_log=0 children[0] type='disk' id=0 guid= path='/dev/dsk/c2d0s0' STF605MH1TK48W/a' whole_disk=1 DTL=18 children[1]
15 Keys to Observability Use Dtrace to hone your understanding of ZFS internals Don t over-focus your instrumentation, leverage VFS and ZFS together to get a holistic picture Avoid getting obsessed with the Dtrace Syscall provider (you can do better) Hint: Study up on bdev_strategy & biodone Kstats, kstats, kstats...
16 Inside ARC
17 The Cache Lists Most Recently Used (MRU) Most Frequently Used (MFU) MRU Ghost MFU Ghost
18 ARC & Prefetch ARC Kstats can tell you how data arrived in cache: prefetch or direct The mix of direct to prefetched data can determine if your prefetch is worth the I/O If prefetch hits are less than 10% just disable it
19 ARC Sizing ARC is HUGE! 7/8th of Physical Memory by default! Min and Max size is tunable Watch ghost lists if you limit >25GB ARC on 32GB node extremely common Ghost list hit rate seems to be the best indicator that you should consider L2ARC
20 $./arc_summary.pl System Memory: Physical RAM: MB Free Memory : 1064 MB LotsFree: 253 MB ZFS Tunables (/etc/system): ARC Size: Current Size: 5931 MB (arcsize) Target Size (Adaptive): 5985 MB (c) Min Size (Hard Limit): 507 MB (zfs_arc_min) Max Size (Hard Limit): MB (zfs_arc_max) ARC Size Breakdown: Most Recently Used Cache Size: 73% 4405 MB (p) Most Frequently Used Cache Size: 26% 1579 MB (c-p) ARC Efficency: Cache Access Total: Cache Hit Ratio: 99% [Defined State for buffer] Cache Miss Ratio: 0% [Undefined State for Buffer] REAL Hit Ratio: 99% [MRU/MFU Hits Only] Data Demand Efficiency: 99% Data Prefetch Efficiency: 99% CACHE HITS BY CACHE LIST: Anon: 0% [ New Customer, First Cache Hit ] Most Recently Used: 0% (mru) [ Return Customer ] Most Frequently Used: 99% (mfu) [ Frequent Customer ] Most Recently Used Ghost: 0% (mru_ghost) [ Return Customer Evicted, Now Back ] Most Frequently Used Ghost: 0% (mfu_ghost) [ Frequent Customer Evicted, Now Back ] CACHE HITS BY DATA TYPE: Demand Data: 78% Prefetch Data: 19% Demand Metadata: 1% Prefetch Metadata: 0% CACHE MISSES BY DATA TYPE: Demand Data: 21% Prefetch Data: 32% Demand Metadata: 31% Prefetch Metadata: 14%
21 Physical I/O
22 ZFS Breathing Async writes grouped into Transaction Group (TXG) and sync ed to disk at regular intervals txg_synctime represents expected time to flush a TXG (5 sec) txg_timeout is typical frequency of flush (30 sec) Pre-snv_87 txg_time flushed every 5 seconds (tunable) Can be monitored via Dtrace (FBT: spa_sync)
23 Read I/O Reads are always synchronous...but ARC absorbs it very, very well
24 ZFS Intent Log ZIL throws a kink in the works Without a Log Device ( SLOG ) the intent log is part of the pool Can be monitored via Dtrace (FBT: zil_commit_writer)
25 Disabling ZIL Sync I/O treated as Async The fastest SSD won t match the speed of zil_disable=1 ZFS is always consistent on disk, regardless NFS corruption issues over-blown If power is lost, inflight data (uncommited TXG) is lost... this may cause logical corruption In some situations, its a necessary evil.. but have a good UPS
26 IOSTAT IS DEAD
27 ... deal with it.
28 iostat asvc_t & %b have diminished meaning due to TXG s Monitoring the physical devices not as telling as from the VFS layer What s more interesting is the gap between TXG sync s... which is better monitored via Dtrace, rather than inferred. If you must, always use iostat & fsstat together; essentially to see whats going in and out of ZFS.
29 The Write Throttle Delays processes that are over-zealous Tunable and can be disabled Provides excellent hook to find out who is doing heavy I/O Provides throughput numbers (fbt::dsl_pool_sync)
30 Backing it up
31 Backup Architecture Todays data loads are getting too big for traditional weekly full, daily incr architecture Full/Incr architecture designed around tape rotation Disk-to-disk backup is different, dump old assumptions Backup is really an exercise in asynchronous replication Joyent backup is rooted in NCDP ideology
32 Rsync & Co. Useful for non-zfs clients, but slow startup time can be a killer Rsync to ZFS dataset, snapshot dataset, repeat. Instant backup retention solution. For proper consistency with ZFS, snapshot, rsync the snap, then release. Example: DB Data/Logs.
33 ZFS Send/Recv Exercise in snapshot replication No startup lag like rsync. Very fast; in head-to-head rsync vs zfs s/r, zfs s/r is on average 40% faster Large improvements in performance added to svn_105
34 Block (Pool) Replication AVS (SNDR) can do replication of pool block devices, but pool in unusable. Same goes for similar block-level replication tools
35 NDMP I m watching NDMP with great interest NDMPcopy native for Solaris is a big win Solaris implementation will snapshot prior to copy and release behind Supposedly can use zfs s/r for data in addition to dump/tar Would allow for re-integration of traditional backup managers such as NetBackup
36 Parting Thoughts
37 Transactional Filesystem Always bear in mind the transactional nature of ZFS Throw away most of your UFS training... or at least update it Consult the VFS layer before jumping to conclusions about device level activity
38 Re-Discover Storage Spend time in the code with Dtrace Attempt to challenge old assumptions Benchmark for fun and profit (use FileBench!)
39 Focus on the Application More than ever, benchmark application performance Don t assume that system level I/O metrics tell the whole story Use Dtrace to explore the interaction between your app and the VFS
40 Thank You. These people are awesome! --> Robert Milkowski Jason Williams Marcelo Leal Max Bruning James Dickens Adrian Cockroft Jim Mauro Richard McDougall Tom Haynes Peter Tribble Jason King Octave Orgeron Brendan Gregg Matty Roch Joerg Moellenkamp...
41 Resources Joyent: joyent.com Cuddletech: cuddletech.com Solaris Internals Wiki: solarisinternals.com/wiki Also: blogs.sun.com planetsolaris.com
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