etcd - mission-critical key-value store - OSCON 2016

Transcript

1. Brandon Philips @BrandonPhilips | brandon.philips@coreos.com etcd - mission-critical key-value store
2. Demos https://github.com/philips/2016-OSCON-etcd
3. Uncoordinated Upgrades
4. ... ... ... ... ... ... Unavailable Uncoordinated Upgrades
5. Motivation CoreOS cluster reboot lock - Decrement a semaphore key atomically - Reboot and wait... - After reboot increment the semaphore key
6. 3 CoreOS updates coordination
7. CoreOS updates coordination 3
8. ... CoreOS updates coordination 2
9. ... ... ... CoreOS updates coordination 0
10. ... ... ... CoreOS updates coordination 0
11. ... ... CoreOS updates coordination 0
12. ... ... CoreOS updates coordination 0
13. ... ... CoreOS updates coordination 1
14. ... ... ... CoreOS updates coordination 0
15. CoreOS updates coordination
16. Store Application Configuration config
17. config Start / Restart Start / Restart Store Application Configuration
18. config Update Store Application Configuration
19. config Unavailable Store Application Configuration
20. Requirements Strong Consistency - mutual exclusive at any time for locking purpose Highly Available - resilient to single points of failure & network partitions Watchable - push configuration updates to application
21. Requirements CAP - We want CP - We want something like Paxos
22. Common problem GFS Paxos Big Table Spanner CFS Chubby Google - “All” infrastructure relies on Paxos
23. Common problem Amazon - Replicated log powers ec2 Microsoft - Boxwood powers storage infrastructure Hadoop - ZooKeeper is the heart of the ecosystem
24. COMMON PROBLEM #GIFEE and Cloud Native Solution
25. 10,000 Stars on Github 250 contributors Google, Red Hat, EMC, Cisco, Huawei, Baidu, Alibaba...
26. THE HEART OF CLOUD NATIVE Kubernetes, Cloud Foundry Diego, Project Calico, many others
27. ETCD KEY VALUE STORE Fully Replicated, Highly Available, Consistent
28. PUT(foo, bar), GET(foo), DELETE(foo) Watch(foo) CAS(foo, bar, bar1) Key-value Operations
29. DEMO play.etcd.io
30. Runtime Reconfiguration Point-in-time Backup Extensive Metrics etcd Operationality
31. ETCD v3 Successor of etcd v2
32. ETCD v3 Better Performance
33. ETCD v3 More Efficient APIs
34. Multi-Version Put(foo, bar) Put(foo, bar1) Put(foo, bar2) Get(foo) -> bar2
35. Multi-Version Put(foo, bar) Put(foo, bar1) Put(foo, bar2) Get(foo, 1) -> bar
36. Tx.If( Compare(Value("foo"), ">", "bar"), Compare(Version("foo"), "=", 2), ... ).Then( Put("ok","true")... ).Else( Put("ok","false")... ).Commit() Mini-Transactions
37. l = CreateLease(15 * second) Put(foo, bar, l) l.KeepAlive() l.Revoke() Leases
38. w = Watch(foo) for { r = w.Recv() print(r.Event) // PUT print(r.KV) // foo,bar } Streaming Watch
39. Synchronization LoC
40. ETCD v2 machine coordination -> O(10k)
41. ETCD v3 app/container coordination -> O(1M)
42. Performance 1K keys
43. Performance Snapshot caused performance degradation etcd2 - 600K keys
44. Performance etcd2 - 600K keys Snapshot triggered elections
45. ZooKeeper Performance Non-blocking full snapshot Efficient memory management
46. Performance ZooKeeper default
47. Performance Snapshot triggered election ZooKeeper default
48. Performance Snapshot ZooKeeper default
49. Performance GC ZooKeeper snapshot disabled
50. Reliable Performance - Similar to ZooKeeper with snapshot disabled - Incremental snapshot - No Garbage Collection Pauses - Off-heap storage
51. Performance etcd3 /ZooKeeper snapshot disabled
52. Performance etcd3 /ZooKeeper snapshot disabled
53. Memory 10GB 2.4GB 0.8GB 512MB data - 2M 256B keys
54. Reliability 99% at small scale is easy - Failure is infrequent and human manageable 99% at large scale is not enough - Not manageable by humans 99.99% at large scale - Reliable systems at bottom layer
55. HOW DO WE ACHIEVE RELIABILITY WAL, Snapshots, Testing
56. Write Ahead Log Append only - Simple is good Rolling CRC protected - Storage & OSes can be unreliable
57. Snapshots Torturing DBs for Fun and Profit (OSDI2014) - The simpler database is safer - LMDB was the winner Boltdb an append only B+Tree - A simpler LMDB written in Go
58. Testing Clusters Failure Inject failures into running clusters White box runtime checking - Hash state of the system - Progress of the system
59. Testing Cluster Health with Failures Issue lock operations across cluster Ensure the correctness of client library
60. TESTING CLUSTER dash.etcd.io
61. etcd/raft Reliability Designed for testability and flexibility Used by large scale db systems and others - Cockroachdb, TiKV, Dgraph
62. etcd vs others Do one thing
63. etcd vs others Only do the One Thing
64. etcd vs others Do it Really Well
65. etcd Reliability Do it Really Well
66. ETCD v3.0 BETA Efficient and Scalable
67. BETA AVAILABLE TODAY github.com/coreos/etcd
68. FUTURE WORK Proxy, Caching, Watch Coalescing, Secondary Index
69. GET INVOLVED github.com/coreos/etcd
70. The smartest way to run your container infrastructure. tectonic.com @tectonic
71. QUAY Secure hosting for private Docker repositories quay.io @quayio
72. Brandon Philips @BrandonPhilips | brandon.philips@coreos.com etcd - mission-critical key-value store Thank you!