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(R)Evolution Philipp Krenn@xeraa

(R)Evolution - FOSDEM

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Page 1: (R)Evolution - FOSDEM

(R)EvolutionPhilipp Krenn@xeraa

Page 2: (R)Evolution - FOSDEM

Revolution

Page 3: (R)Evolution - FOSDEM

https://db-engines.com/en/ranking

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https://www.reddit.com/r/SQL/comments/7i828i/ms_sql_query_is_too_complex/

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Who uses Elasticsearch?

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Infrastructure | Developer Advocate

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Page 10: (R)Evolution - FOSDEM

$ curl http://localhost:9200

{

"name": "elasticsearch1",

"cluster_name": "docker-cluster",

"cluster_uuid": "sW2BcTZRRCSVVH2sDsWF8A",

"version": {

"number": "5.6.7",

"build_hash": "4669214",

"build_date": "2018-01-25T21:14:50.776Z",

"build_snapshot": false,

"lucene_version": "6.6.1"

},

"tagline": "You Know, for Search"

}

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$ curl http://localhost:9200

{

"name": "elasticsearch1",

"cluster_name": "docker-cluster",

"cluster_uuid": "sW2BcTZRRCSVVH2sDsWF8A",

"version": {

"number": "5.6.7",

"build_hash": "4669214",

"build_date": "2018-01-25T21:14:50.776Z",

"build_snapshot": false,

"lucene_version": "6.6.1"

},

"tagline": "You Know, for Search"

}

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Evolution

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TermsCluster, Node, Index, Shard, Document

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Strictness*

5.0

* Demo

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Parameters & configs

Page 26: (R)Evolution - FOSDEM

Bootstrap checks

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Rolling Upgrades*

6.0

* Demo

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Floodstage Watermark*

6.0

* Demo

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Low 85%

High 90%

Floodstage 95%

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Sequence Numbers*

6.0

* Demo

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63 bits ought to beenough for anyone.

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Cross datacenter replication6.x

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Types*

5.6 to 8.0

* Demo

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Why

Data types

Sparsity

Scoring

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How

5.6 opt-in single type

6.x single type

7.x type optional in API

8.x no more types

https://www.elastic.co/guide/en/elasticsearch/reference/6.1/removal-of-types.html#_schedule_for_removal_of_mapping_types

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Automatic Queue Resizing6.0

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Reject and retry instead of long queues

thread_pool.search.target_response_rate: 2s

Serving 50 requests/s

Queue size:

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Adaptive Replica Selection6.1

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Pick best shardExponentially Weighted Moving Average

(EWMA)

Piggyback on requests

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Shrink & Split*

5.06.1

* Demo

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Shrink

Combine shards by a factor

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Split

Split into a factor of number_of_routing_shards

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Benchmarks∞

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Rallyhttps://elasticsearch-benchmarks.elastic.co

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Conclusion

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Strictness

Rolling Upgrades

Floodstage Watermark

Sequence Numbers

Page 58: (R)Evolution - FOSDEM

Types

Automatic Queue Resizing

Adaptive Replica Selection

Shrink & Split

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Questions?Philipp Krenn@xeraa