Corpus collapsum - устойчивость Galera к партиционированию, Raghavendra Prabhu (Percona)

1. Corpus collapsum Partition tolerance of Galera in a noisy high load environment Highload++ 2014 Raghavendra Prabhu  raghavendra.d.prabhu@gmail.com Percona  raghavendra.prabhu@percona.com  randomsurfer  wnohang.net  rdprabhu  ronin13

2. The Title?

3. Our Cluster

4. Split brain

5. Introduction Seed quotes.. “ ’Network is reliable’ - a fallacy of the distributed system. ” “ A distributed system is one in which the failure of a computer you didn’t even know existed can render your own computer unusable. ” - Leslie Lamport “ Never attribute to malice that which is adequately explained by stupidity. ” - Hanlon’s Razor “ Never attribute to Byzantine failure which can be explained by an ill node(s) ” - Me Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 5 / 58

9. 20000 feet view

10. Introduction Actors ▶ Database - WSREP/PXC ▶ Plugin - Galera ▶ Traffic control ♦ Traffic Control - tc ♦ NetEm Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 7 / 58

13. Introduction Actors ▶ Containers - Docker ▶ Load ♦ Generators - Sysbench, RQG ▶ Network ♦ Dnsmasq ♦ nsenter Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 8 / 58

14. Introduction Actors ▶ Containers - Docker ▶ Load ♦ Generators - Sysbench, RQG ▶ Network ♦ Dnsmasq ♦ nsenter Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 8 / 58

15. Introduction Actors ▶ Jenkins ♦ Build flow and CI ▶ Storage ♦ Why ▶ “Others” Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 9 / 58

16. Details But why ▶ The ’P’ in CAP ▶ WAN scalability ▶ Real Reason - fun! ▶ Tolerance to latency variance Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 10 / 58

20. Details But why ▶ Failures in warehouses. ▶ Not quorum, but consensus. ▶ Real world networks and synchronous replication - Delay - Partition Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 11 / 58

21. Galera

22. Details Galera ▶ Data-centric approach ▶ EVS ▶ Causality and Synchronous ▶ Latency Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 13 / 58

26. Where did it start

27. Details Where did it start ▶ Bug! https://bugs.launchpad.net/galera/+bug/1274192 ▶ Loss of PC ▶ Crash ▶ HA goal Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 18 / 58

28. One can bring the whole down

29. The Flow

30. Details Basic Flow Jenkins Build images Start Dnsmasq Bootstrap nsenter/netem Pre-sanity SST/Others Load/Sysbench Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 21 / 58

38. Details Basic Flow RR sysbench Detach/Keep Post sanity Core trace Sanity check Reconciliation Cleanup Collect logs Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 22 / 58

46. Details Cluster Resilience Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 23 / 58

47. Details Parameters ▶ Sysbench ▶ Segment ▶ Reconciliation period ▶ Loss nodes Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 24 / 58

51. Details Parameters ▶ NetEm ▶ Detach loss ▶ Fsync ▶ Shutdown Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 25 / 58

55. Containers!

56. Details Docker ▶ Why not virtualize ♦ Occam ♦ Namespaces ▶ Simplicity ♦ Network ♦ One application per node Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 27 / 58

57. Details Docker ▶ Portability - See same qualitative behavior that I do. ▶ Reproducibility - Makes it determinstic ▶ Configurable and CI - Byproducts Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 28 / 58

58. Details Docker ▶ QEMU and Docker ▶ Scalability ♦ Performance ♦ Feature ▶ Abstraction of channels Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 29 / 58

59. Details Container Networking ▶ Linking didn’t help ▶ Dnsmasq to rescue! ♦ Hosts file and volumes ♦ SIGHUP and refresh ▶ More elegant methods Swarm Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 30 / 58

60. Details Noise ▶ Initial setup - Bridge - Egress only - IFB ▶ Present state ▶ NetEm - tc qdisc buckets - packet loss, delay, corruption, duplication, reordering - nsenter ▶ Future - Docker exec Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 31 / 58

61. Testing methods

62. Details Method I ▶ Qdisc is detached after load ▶ Objective - Time to recover of full cluster ▶ Done with a larger subset Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 33 / 58

63. Details Method II ▶ Qdisc is kept till the end ▶ Objective - Formation of primary component ▶ Comparatively smaller set Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 34 / 58

64. Details Observations ▶ Post sanity types - Why ▶ Which method is more pertinent ▶ State transfer issues - Beginning - During re-emergence Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 35 / 58

65. Details Observations ▶ Direct load to affected nodes ▶ Logs - journalctl - Streaming? Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 36 / 58

66. Details Other noises ▶ Aim ▶ Fsync - libeatmydata - Variance ▶ Correlation with network ▶ How with Docker Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 37 / 58

67. System Load

68. Details Load generation ▶ Sysbench - Generation - Reconnect on partition ▶ Sockets chosen - Load on affected nodes ▶ Distribution of Load - RR with socat - Native sysbench support Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 39 / 58

69. Details Load generation ▶ Nature of data/load - DDL ▶ RQG in future - Fuzz testing Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 40 / 58

70. The Fix

71. Strike Out!

72. Details Eviction ▶ STONITH ▶ Permanent eviction ▶ ’N’ strikes & out! - Timers - evs parameters - wsrep_evs_delayed and wsrep_evs_evict_list Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 43 / 58

73. Details Eviction ▶ Aim ▶ Quorum required - Why? - Not shoot each other - Non-PC nodes also. Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 44 / 58

74. Details Eviction ▶ Aim ▶ Quorum required - Why? - Not shoot each other - Non-PC nodes also. Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 44 / 58

75. Details Eviction ▶ EVS version and upgrade ▶ TODO! - Ingress only - Follow here. ▶ Credits to Teemu Ollakka, Yan Zhang and Alex Yurchenko from codership. Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 45 / 58

76. Details Coredumps with Docker ▶ Breakdown of abstraction ▶ Lack of isolation ▶ What was done - Volumes - core_pattern & sysctl - suid and ulimit Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 46 / 58

77. Details WAN Segments ▶ How they work ▶ Random allocation ▶ Joiner starvation ▶ Simulates data center ▶ Donor selection Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 47 / 58

78. Epilogue The code ▶ Github: https://github.com/percona/pxc-docker ▶ Jenkins: http://jenkins.percona.com/job/PXC-5.6-netem/ - Demo? ▶ Contributions/testing welcome! ▶ Dependencies - Sysbench Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 48 / 58

79. Epilogue Code: todo ▶ Docker automated builds ▶ Orchestration ▶ Docker ♦ Injection ♦ Signal proxying Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 49 / 58

80. Epilogue Code: todo ▶ Use Hoare’s channels - Go! ▶ Run it bare - CoreOS ▶ Overlay with etcd/fleet/libswarm Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 50 / 58

81. Future work

82. Epilogue Future work ▶ Fault injection ♦ Memory - Poisoned memory ♦ Disk - libeatmydata - Opposite: laggard! - ENOSPC Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 52 / 58

83. Epilogue Fault injection ▶ CPU - NUMA? - Hotplug ▶ More network - corruption, duplication, reordering, rate-limit - Better distribution - Other shaping Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 53 / 58

84. More Chaos

85. Epilogue Future work ▶ Disturb cluster more! - Membership changes * Manual eviction * Pull the cord! - Corrupt nodes ▶ Consistency voting Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 55 / 58

86. Epilogue Further Reading ▶ Byzantine fault tolerance - Reaching agreement in presence of faults ▶ The Network is Reliable ▶ NetEm ▶ Latency: The New Web Performance Bottleneck ▶ Galera ▶ Auto eviction code ▶ Don’t Settle for Eventual Consistency Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 56 / 58

87. Epilogue About ▶ /me: Raghavendra Prabhu, Product Lead, Percona XtraDB Cluster, Percona. ▶ Slides will be at slideshare and owncloud ▶ Keybase.io: rdprabhu ▶ About.me: raghavendra.prabhu ▶ Keybase.io: rdprabhu ▶ Presentation under CC BY-SA 4.0 Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 57 / 58

88. Epilogue Image Credits ▶ http://galeracluster.com/documentation-webpages/ ▶ http://www.thelastdragontribute.com/40th-anniversary-death-of-bruce-lee/ ▶ https://upload.wikimedia.org/wikipedia/commons/6/60/Corpus_callosum.png ▶ http://www.thebarrow.org/Neurological_Services/Epilepsy/204354 ▶ https://flic.kr/p/9J6GNu ▶ https://secure.flickr.com/photos/brewbooks/7780990192 ▶ https://www.flickr.com/photos/kwerfeldein/2649294869 ▶ https://secure.flickr.com/photos/mindmob/51951632 ▶ https://secure.flickr.com/photos/arenamontanus/2227769907 ▶ https://www.flickr.com/photos/markop/477199204 ▶ http://galeracluster.com/wp-content/uploads/2013/10/galera_replication1.png ▶ https://www.flickr.com/photos/gcwest/281385801 ▶ https://www.flickr.com/photos/opethdamna/360934079 ▶ http://digital-amphetamine.deviantart.com/art/Sky-82555664 ▶ http://highload.co/i/logo.png ▶ https://flic.kr/p/xTT8n ▶ https://www.flickr.com/photos/29233640@N07/13466208953 ▶ https://www.flickr.com/photos/bob_in_thailand/9782777742/ Raghavendra Prabhu (Percona) Corpus collapsum 31 October, 2014 58 / 58

Corpus collapsum - устойчивость Galera к партиционированию, Raghavendra Prabhu (Percona)

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Corpus collapsum - устойчивость Galera к партиционированию, Raghavendra Prabhu (Percona)