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Solr cluster with SolrCloud at lucenerevolution (tutorial)
- 1. Lucene revolu+on 2013 SIMPLE & “CHEAP” SOLR CLUSTER Stéphane Gamard Searchbox CTO <stephane.gamard@searchbox.com> 1Lucene revolu+on 2013
- 2. Lucene revolu+on 2013 2 Searchbox -‐ Search as a Service “We are in the business of providing search engines on demand”
- 3. Lucene revolu+on 2013 Solr Provisioning 3 High Availability • Redundancy • Sustained QPS • Monitoring • Recovery Index Provisioning • Collec+on crea+on • Cluster resizing • Node distribu+on
- 4. Lucene revolu+on 2013 Solr Clustering 4 LB Master Slave Slave Master Slave Backup Backup Master Slave Slave LB Monitoring Before 4.x: Master/Slave Custom Rou+ng Complex Provisioning
- 5. Lucene revolu+on 2013 Solr Clustering 5 A6er 4.x: Nodes Automa+c Rou+ng Simple Provisioning Node Monitoring Node Node Node ZK NodeNode Node ZK ZK LB LB Thank you to the SolrCloud Team !!!
- 6. Lucene revolu+on 2013 What is SolrCloud? 6 Backward compa=bility • Plain old Solr (with Lucene 4.x) • Same schema • Same solrconfig • Same plugins Some plugins might need update (distrib)
- 7. Lucene revolu+on 2013 What is SolrCloud? 7 Centralized configura=on • /conf • /conf/schema.xml • /conf/solrconfig.xml • numShards • replica+onFactor • ... Node Monitoring Node Node Node ZK NodeNode Node ZK ZK LB LB
- 8. Lucene revolu+on 2013 What is SolrCloud? 8 Configura=on & Architecture Agnos=c Nodes Node Monitoring Node Node Node ZK NodeNode Node ZK ZK LB LB • ZK driven configura+on • Shard (1 core) • ZK driven role: • Leader • Replica • Peer & Replica+on • Disposable
- 9. Lucene revolu+on 2013 What is SolrCloud? 9 Automa=c Rou=ng Node Monitoring Node Node Node ZK NodeNode Node ZK ZK LB LB • Smart client connect to ZK • Any node can forward a requests to node that can process it
- 10. Lucene revolu+on 2013 What is SolrCloud? 10 Collec=on API • Abstrac+on level • An index is a collec+on • A collec+on is a set of shards • A shard is a set of cores • CRUD API for collec+on “Collec?ons represents a set of cores with iden)cal configura?on. The set of cores of a collec?on covers the en?re index”
- 11. Lucene revolu+on 2013 What is SolrCloud? 11 Node Core Shard Collec=on Abstrac+on level of interac+on & config Scaling factor for collec+on size (numShards) Scaling factor for QPS (replica?onFactor) Scaling factor for cluster size (liveNodes) => SolrCloud is highly geared toward horizontal scaling
- 12. Lucene revolu+on 2013 12 nodes => Single effort for scalability That’s SolrCloud High Availability • Redundancy • Sustained QPS • Monitoring • Recovery # replicas ZK (clusterstatus, livenodes) peer & replica+on # replicas & # shards
- 13. Lucene revolu+on 2013 13 Collection Shards Cores Nodes SolrCloud -‐ Design Key metrics • Collec+on size & complexity • JVM requirement • Node requirement
- 14. Lucene revolu+on 2013 14 SolrCloud -‐ Collec+on Metrics Pubmed Index • ~12M documents • 7 indexed fields • 2 TF fields • 3 sorted Fields • 5 stored Fields
- 15. Lucene revolu+on 2013 15 A note on sharding “The magic sauce of webscale” Ram requirement effect 0" 1000" 2000" 3000" 4000" 5000" 6000" 0" 2" 4" 6" 8" 10" 12" RAM$/$Shard$ # shards ram
- 16. Lucene revolu+on 2013 16 A note on sharding “The magic sauce of webscale” Disk requirement effect 0" 5" 10" 15" 20" 25" 30" 35" 40" 45" 50" 0" 2" 4" 6" 8" 10" 12" 14" 16" Disk%/%shard% # shards diskspace “hidden quote for the book”
- 17. Lucene revolu+on 2013 17 SolrCloud -‐ Collec+on Configura+on Pubmed Index • ~12M documents • 7 indexed fields • 2 TF fields • 3 sorted Fields • 5 stored Fields Configura=on • numShards: 3 • replica+onFactor: 2 • JVM ram: ~3G • Disk: ~15G
- 18. Lucene revolu+on 2013 18 SolrCloud -‐ Core Sizing Heuris=cally inferred from “experience” • Size on shard, not collec+on • Do NOT starve resources on nodes • Senle for JVM/Disk sizing • Large amount of spare disk (op+mize) RAM Disk 3 G 60 G
- 19. Lucene revolu+on 2013 19 SolrCloud -‐ Cluster Availability Depends on the nodes!!! Instance ram disk $/h Nodes Min Size $/core/m m1.medium 3.75 410 0.12 1 6 6 87 m1.large 7.5 850 0.24 2 6 12 87 m1.xlarge 15 1690 0.48 5 6 30 70 m2.xlarge 17.1 420 0.41 5 6 30 60 m2.2xlarge 34.2 850 0.82 11 6 66 54 m1.medium 3.75 410 0.12 3 6 18 28 CCtrl (paas) 1.02 420 -‐ 1 6 6 75( )
- 20. Lucene revolu+on 2013 20 SolrCloud -‐ Monitoring Solr Monitoring • clusterstate.json • /livenodes Node Monitoring * • load average • core-‐to-‐resource consump+on (Core to CPU) • collec+on-‐to-‐node consump+on (LB logs)
- 21. Lucene revolu+on 2013 21 SolrCloud -‐ Provisioning Stand-‐by nodes • Automa+cally assigned as replica • provides a metric of HA Node addi=on * (self healing) • Scheduled check on cluster conges+on • Automa+cally spawn new nodes per need
- 22. Lucene revolu+on 2013 22 SolrCloud -‐ Conclusion Using SolrCloud is like juggling • Gets bener with prac+ce • There is always some magic leq • Could become very overwhelming • When it fails you loose your balls Test -‐> Test -‐> Test -‐> some more Tests -‐> Test
- 23. Lucene revolu+on 2013 23 What would make our current SolrCloud cluster even more awesome: • Balance/distribute core based on machine load • Standby core (replicas not serving request and auto-‐shurng down Next Steps
- 24. Lucene revolu+on 2013 24 Requirement for solrCloud: • Solr Mailing list: solr-‐user@lucene.apache.org Further informa+on • blogs & feed: hnp://www.searchbox.com/blog/ • Searchbox email: contact@searchbox.com Further Informa+on
- 25. Lucene revolu+on 2013 CONFERENCE PARTY The Tipsy Crow: 770 5th Ave Starts after Stump The Chump Your conference badge gets you in the door TOMORROW Breakfast starts at 7:30 Keynotes start at 8:30 CONTACT Stephane Gamard stephane.gamard@searchbox.com 25Lucene revolu+on 2013