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Exploiting Your File System to Build Robust &
Efficient Workflows
Jason Johnson
jajohnson@softlayer.com
Exploiting Your File System to Build Robust &
Efficient Workflows
Jason Johnson
jajohnson@softlayer.com
What is /dev/sdc, anyway?
The Hard Disk Drive
Basic Platter Geometry
Cylinder-Head-Sector (obsolete)
Logical Block Addressing, LBA
What is /dev/sdc, anyway?
The Disk Array Controller
● Adaptec 5405Z
● PCIe x8
● 1.2 GHz Dual Core RAID on Chip (ROC)
● 128-1024 MB Battery-Backed DDR
● 1-4 GB NAND
● Up to 256 SATA or SAS HDD's
● arcconf
Write Caching
“...you *must* disable the
individual hard disk write cache in
order to ensure to keep the file
system intact after a power
failure.”
XFS.org FAQ
Initial 1MB Sector Alignment
Sector Size Starting Sector Drive Type
512 B 2048 SATA & SAS
2 KB 512 SSD
4 KB 256 Advanced Format & SSD
blockdev --getpbsz /dev/sdc
blockdev --getss /dev/sdc
“Aligning IO on a hard disk RAID”
http://www.mysqlperformanceblog.com/2011/06/09/aligning-io-on-a-hard-disk-raid-the-theory/
(s)gdisk
Tuning the File System
● Disable Caching
● Tools: sysbench, iozone, iostat, vmstat
● Start Simple
● Apply Increasing Parallel I/O
● ext2, ext3, ext4, xfs, btrfs, zfs?
● Graph Everything
arcconf
arcconf 
create 1 logicaldrive 
stripesize 256 
wcache wt 
rcache roff 
max
0 
0 3 
0 4 
...
0 18
sysbench, fileio
sysbench 
--num-threads=[8-1024] 
--test=fileio 
--file-total-size=10G 
--file-test-mode=rndwr 
--file-fsync-all=on 
--file-num=64 
--file-block-size=16384 
[prepare|run|cleanup]
EXT4, mkfs
mkfs.ext4 /dev/sdc1
mke2fs 
-b 4096 
-O journal_dev 
/dev/sdb1 32768
mkfs.ext4 
-b 4096 
-E stride=4,stripe_width=16 
-J device=/dev/sdb1 
/dev/sdc1
mount -o 
noatime,stripe=16 
/dev/sdc1 
/mnt/data
I/O Requests per Second, EXT4
Latency, EXT4
XFS, mkfs
mkfs.xfs /dev/sdc1
mkfs.xfs 
-d sw=16,su=16k 
-l 
logdev=/dev/sdb1, 
size=128m, 
su=256k 
/dev/sdc1
mount -o 
noatime, 
logdev=/dev/sdb1, 
logbufs=8,logbsize=256k 
/dev/sdc1 
/mnt/data
I/O Requests per Second, XFS
Latency, XFS
What are we looking for?
I/O Request per Second... per Drive
&
Reasonable Latency
XFS vs. EXT4, Latency
XFS vs. EXT4, per Drive
Scenario 1, Efficiency
MySQL
MySQL Write Pattern
MySQL Configuration
System Variable Value
innodb_io_capacity 5000
innodb_thread_concurrency 256
innodb_write_io_threads 192
innodb_read_io_threads 64
innodb_log_file_size 32M
innodb_log_files_in_group 32
innodb_buffer_pool_size 10GB
innodb_buffer_pool_instances 10
“MySQL System Variables”
sysbench, mysql
sysbench 
--num-threads=[32|64|128|256] 
--test=oltp 
--oltp-test-mode=nontrx 
--oltp-nontrx-mode=insert 
--oltp-table-size=100000 
--max-requests=10000000 
[prepare|run|cleanup]
Transactions per Second
+96.28%
+125.37%
+102.29%
+69.43%
15,962.79/s @ 16ms
9,421.29/s @ 27ms
inotify
Event Mask Fired when...
IN_ACCESS File was accessed (read)
IN_ATTRIB Metadata changed
IN_CLOSE_WRITE File opened for writing was closed
IN_CLOSE_NOWRITE File not opened for writing was closed
IN_CREATE File/directory created in watched directory
IN_DELETE File/directory deleted from watched directory
IN_DELETE_SELF Watched file/directory was itself deleted
IN_MODIFY File was modified
IN_MOVE_SELF Watched file/directory was itself moved
IN_MOVED_FROM File moved out of watched directory
IN_MOVED_TO File moved into watched directory
IN_OPEN File was opened
inotify in [language]
Language Source
Python pip install pyinotify
PHP pecl install inotify
Go go's exp repository
Ruby gem install rb-inotify
C #include <sys/inotify.h>
Scenario 2, Robustness
A Custom Message Queue
Message Queue Architecture
I/O Serialization
I/O Serialization
hash(queue_id) % num_threads
Message Queue Architecture
64K
Summary
● Caching
● File system choice
● Benchmarking w/ sysbench
● Efficiency through proper configuration
● Robustness through cooperation & decoupling
● Discovering & understanding your write pattern
● Benchmark & Graph everything
● Never Assume Anything (atime, stripe width, etc.)
Jason Johnson jajohnson@softlayer.com
https://github.com/jasonjohnson
http://www.slideshare.net/jasonajohnson
“A Case for Redundant Arrays of Inexpensive Disks (RAID)”
http://www.cs.cmu.edu/~garth/RAIDpaper/Patterson88.pdf
“Practical File System Design”
http://www.nobius.org/~dbg/practical-file-system-design.pdf
“XFS Papers and Documentation”
http://xfs.org/index.php/XFS_Papers_and_Documentation
“Kernel Documentation on File Systems”
https://www.kernel.org/doc/Documentation/filesystems/
“MySQL Performance Blog”
http://www.mysqlperformanceblog.com/
“MySQL DBA”
http://mysqldba.blogspot.com/
“MySQL Server System Variables”
http://dev.mysql.com/doc/refman/5.5/en/server-system-variables.html

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Exploiting Your File System to Build Robust & Efficient Workflows

Hinweis der Redaktion

  1. Good afternoon! Title
  2. Begins Database server? Video Encoder? Where to go from here? Up or Down Understand the Abstraction Go Down to Physical
  3. Common Big Virtual Disk RAID Controller Couple Drives Not “set it and forget it”
  4. Platters Spindle Actuator Actuator Coil Actuator Arm Heads
  5. Sectors Cluster Track Cylinder 512, 2K, 4K CHS obsolete Giant String of Sectors
  6. Disk Array Controller Break it Down
  7. DDR Flushes to NAND Configuration Tool Stunned Discrete GPU for your File System
  8. Data Corruption? (hands) Fallible Disable All Caching Eliminate Class of Errors
  9. Sector Alignment 1MB Offset Room for Partition Table Use These Tools Verify Correctness
  10. Sectors Clearly Communicating in LBA Logical Size Offset Check. All Makes Sense Not Scary
  11. No Caching Sysbench 16 Data-Bearing Disks Hardware Controller XFS Designed for This! But... verify through testing.
  12. Stripe Size 256k Entire Width Cache Disabled Add Physical Drives All Controller Brands Different
  13. What are we comparing? EXT4 vs. XFS Naive Naive External Tuned Tuned External
  14. From Naive to Modestly Tuned Stripe Width Stride 128MB external journal Mount requires extra information
  15. Review Graph
  16. Review Graph
  17. Again, From Naive to Modestly Tuned Stripe Width Stripe Unit Size External Journal Device Additional Information Needed by Mount
  18. Review Graph
  19. Review Graph
  20. We want 330 IOPS Our $$$
  21. Neck and Neck Slight Advantage at 256 Threads
  22. Noticeable Advantage at 256 Threads 5,200 IOPS Reached Practical Limit Early Fully Tuned? sysctl for XFS?
  23. Predictable Write Pattern We Make It Efficient
  24. InnoDB Pages Linux Pages Unit of Work XFS Allocation Groups EXT4 Metadata Groupings
  25. Review The Configuration Plug-in Values from Sysbench Google “MySQL System Variables” Explain Values
  26. Small Benchmark 10 Million Inserts, One Transaction Each Ramp up Threads Text EXTERNALLY Deadlock Potential Spin-locks Contending with Benchmark
  27. Transactions per Second For the Percentage Increase Folks For the Real Figures Folks 125% increase (in some cases) High-End nearing 16,000
  28. Before Next Section ---------------------------------- Who has written code like this? (hands) Scanning Race Condition Creation Behind Us ----------------------------------- There is a better way!
  29. It Can Tell Us No Scanning or Polling No Races ------------------------------------------ IN_CLOSE_WRITE IN_MOVED_TO
  30. Event Stream No Races File System Obeys Rules Can&apos;t Move Files Being Written
  31. Go&apos;s extracted from stdlib FreeBSD&apos;s kqueue
  32. Internally RabbitMQ Every Datacenter Worldwide ----------------------------- Simpler File-Based RESTful 200,000 Concurrency Insane Burst-able Throughput
  33. Familiar? SMTP or Maildir ----------------------------------- Fall Over ----------------------------------- Inbox Partial Content Source &amp; Victim Locked Fetching Serialized
  34. Request Must Know How to Respond But... ONE I/O THREAD?!!
  35. Predictable, Simple Hash Tenants CAN &amp; WILL Clobber, Though Sticky
  36. Notification-based Movement Serialized I/O per-queue Parallel I/O per-server Highly Available Front-End Decoupled Delivery Basic UNIX Command Maintenance -------------------------------------- Learn From MySQL Random Writes &amp; Random Size ZFS &amp; ZIL kqueue vs. inotify Fix One