SlideShare uma empresa Scribd logo
1 de 20
Baixar para ler offline
SQL on Elasticsearch?
How all started
You know, for search 
querying 24 000 000 000 Records in 900ms 
@jodok
6 ES Master Nodes 
c1.xlarge 
6 Node Hadoop Cluster 
+ Spot Instances 
40 ES nodes per zone 
m1.large 
8 EBS Volumes 
3 AP server / MC 
c1.xlarge
Elastic Search as 
Primary Storage? 
NoSQL Roadshow 2013 
Jodok Batlogg
• Security Model? 
• Transactions? 
• Data security? 
• Toolsets? 
• Larger Computations? 
• Availability?
D I S T R I B U T E D D A T A S T O R E W I T H S Q L . 
S I M P L E . R E L I A B L E . S C A L A B L E .
Open Source (Apache 2.0) 
shared nothing 
is high available and cheap to operate. 
not NOSQL but SQL 
NOFS but distributed BLOBs
Client 
Query 
Data 
Aggregation 
Network/ 
Cluster 
Storage 
CRATE DATA – Module overview 
CRATE 
Python DB-API Dashboard SQLAlchemy 
Java 
CRATE 
Shell 
ES 
native 
Transpo 
rt 
FB Presto 
SQL Parser 
Query 
planner 
Ruby 
Bulk import/ 
export 
BLOB streaming 
Distributed SQL 
ES Transport 
protocol 
ES Discovery 
and state 
Lucene BLOB 
ES storage 
CRATE 
3rd 
party 
Open 
Source 
Module 
s 
BLOB 
streaming 
support 
Netty 
ES Scatter/ 
Gather 
Distributed reduce Data transformation 
and reindex support 
ES 
Sharding
S T A R T A 
CLUSTER 
I N 1 M I N 
HTTPS://CRATE.IO
How is Crate Data different 
than Elasticsearch? 
BLOB Storage 
Distributed Accurate Aggregations 
Partitioned Tables 
Import/Export 
Update by Query 
Insert by Query 
Integrated Admin-UI
Thank you 
Jodok Batlogg, @jodok, jodok@crate.io 
github.com/crate, #crate / freenode, @cratedata
Demo Video
http://bigdatanerd.files.wordpress.com/2011/12/cap-theorem.jpg 
BASE & CAP 
• Basically Available - 
you always get an 
response 
• Soft State - it’s not 
consistent all the time. 
• Eventually Consistent - 
it becomes consistent at 
a later point in time
SQL for Elasticsearch
SQL for Elasticsearch

Mais conteúdo relacionado

Mais procurados

quick intro to elastic search
quick intro to elastic search quick intro to elastic search
quick intro to elastic search medcl
 
Introduction to elasticsearch
Introduction to elasticsearchIntroduction to elasticsearch
Introduction to elasticsearchpmanvi
 
Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...
Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...
Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...Oleksiy Panchenko
 
ElasticSearch in action
ElasticSearch in actionElasticSearch in action
ElasticSearch in actionCodemotion
 
Roaring with elastic search sangam2018
Roaring with elastic search sangam2018Roaring with elastic search sangam2018
Roaring with elastic search sangam2018Vinay Kumar
 
ElasticSearch AJUG 2013
ElasticSearch AJUG 2013ElasticSearch AJUG 2013
ElasticSearch AJUG 2013Roy Russo
 
Scaling massive elastic search clusters - Rafał Kuć - Sematext
Scaling massive elastic search clusters - Rafał Kuć - SematextScaling massive elastic search clusters - Rafał Kuć - Sematext
Scaling massive elastic search clusters - Rafał Kuć - SematextRafał Kuć
 
ElasticSearch in Production: lessons learned
ElasticSearch in Production: lessons learnedElasticSearch in Production: lessons learned
ElasticSearch in Production: lessons learnedBeyondTrees
 
Machine Learning in a Twitter ETL using ELK
Machine Learning in a Twitter ETL using ELK Machine Learning in a Twitter ETL using ELK
Machine Learning in a Twitter ETL using ELK hypto
 
Introduction to elasticsearch
Introduction to elasticsearchIntroduction to elasticsearch
Introduction to elasticsearchhypto
 
From Lucene to Elasticsearch, a short explanation of horizontal scalability
From Lucene to Elasticsearch, a short explanation of horizontal scalabilityFrom Lucene to Elasticsearch, a short explanation of horizontal scalability
From Lucene to Elasticsearch, a short explanation of horizontal scalabilityStéphane Gamard
 
Elasticsearch: You know, for search! and more!
Elasticsearch: You know, for search! and more!Elasticsearch: You know, for search! and more!
Elasticsearch: You know, for search! and more!Philips Kokoh Prasetyo
 
Workshop: Learning Elasticsearch
Workshop: Learning ElasticsearchWorkshop: Learning Elasticsearch
Workshop: Learning ElasticsearchAnurag Patel
 
Logging with Elasticsearch, Logstash & Kibana
Logging with Elasticsearch, Logstash & KibanaLogging with Elasticsearch, Logstash & Kibana
Logging with Elasticsearch, Logstash & KibanaAmazee Labs
 
Introduction to Elasticsearch
Introduction to ElasticsearchIntroduction to Elasticsearch
Introduction to ElasticsearchRuslan Zavacky
 
Intro to elasticsearch
Intro to elasticsearchIntro to elasticsearch
Intro to elasticsearchJoey Wen
 
Solr and Elasticsearch, a performance study
Solr and Elasticsearch, a performance studySolr and Elasticsearch, a performance study
Solr and Elasticsearch, a performance studyCharlie Hull
 

Mais procurados (20)

quick intro to elastic search
quick intro to elastic search quick intro to elastic search
quick intro to elastic search
 
Introduction to elasticsearch
Introduction to elasticsearchIntroduction to elasticsearch
Introduction to elasticsearch
 
Introduction to ELK
Introduction to ELKIntroduction to ELK
Introduction to ELK
 
Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...
Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...
Elasticsearch, Logstash, Kibana. Cool search, analytics, data mining and more...
 
ElasticSearch in action
ElasticSearch in actionElasticSearch in action
ElasticSearch in action
 
Roaring with elastic search sangam2018
Roaring with elastic search sangam2018Roaring with elastic search sangam2018
Roaring with elastic search sangam2018
 
ElasticSearch AJUG 2013
ElasticSearch AJUG 2013ElasticSearch AJUG 2013
ElasticSearch AJUG 2013
 
Scaling massive elastic search clusters - Rafał Kuć - Sematext
Scaling massive elastic search clusters - Rafał Kuć - SematextScaling massive elastic search clusters - Rafał Kuć - Sematext
Scaling massive elastic search clusters - Rafał Kuć - Sematext
 
ElasticSearch in Production: lessons learned
ElasticSearch in Production: lessons learnedElasticSearch in Production: lessons learned
ElasticSearch in Production: lessons learned
 
Machine Learning in a Twitter ETL using ELK
Machine Learning in a Twitter ETL using ELK Machine Learning in a Twitter ETL using ELK
Machine Learning in a Twitter ETL using ELK
 
Introduction to elasticsearch
Introduction to elasticsearchIntroduction to elasticsearch
Introduction to elasticsearch
 
Elastic search
Elastic searchElastic search
Elastic search
 
From Lucene to Elasticsearch, a short explanation of horizontal scalability
From Lucene to Elasticsearch, a short explanation of horizontal scalabilityFrom Lucene to Elasticsearch, a short explanation of horizontal scalability
From Lucene to Elasticsearch, a short explanation of horizontal scalability
 
Elasticsearch: You know, for search! and more!
Elasticsearch: You know, for search! and more!Elasticsearch: You know, for search! and more!
Elasticsearch: You know, for search! and more!
 
Workshop: Learning Elasticsearch
Workshop: Learning ElasticsearchWorkshop: Learning Elasticsearch
Workshop: Learning Elasticsearch
 
Logging with Elasticsearch, Logstash & Kibana
Logging with Elasticsearch, Logstash & KibanaLogging with Elasticsearch, Logstash & Kibana
Logging with Elasticsearch, Logstash & Kibana
 
Introduction to Elasticsearch
Introduction to ElasticsearchIntroduction to Elasticsearch
Introduction to Elasticsearch
 
Intro to elasticsearch
Intro to elasticsearchIntro to elasticsearch
Intro to elasticsearch
 
Elasticsearch
ElasticsearchElasticsearch
Elasticsearch
 
Solr and Elasticsearch, a performance study
Solr and Elasticsearch, a performance studySolr and Elasticsearch, a performance study
Solr and Elasticsearch, a performance study
 

Destaque

Crate Shared Nothing Web Backends - Web Backend Meetup May 2014
Crate Shared Nothing Web Backends - Web Backend Meetup May 2014Crate Shared Nothing Web Backends - Web Backend Meetup May 2014
Crate Shared Nothing Web Backends - Web Backend Meetup May 2014Matthias Wahl
 
Tailored database solutions: Building a 100 billion records db in 20 minutes
Tailored database solutions: Building a 100 billion records db in 20 minutesTailored database solutions: Building a 100 billion records db in 20 minutes
Tailored database solutions: Building a 100 billion records db in 20 minutesOren Eini
 
Machine Learning Methods for Analysing and Linking RDF Data
Machine Learning Methods for Analysing and Linking RDF DataMachine Learning Methods for Analysing and Linking RDF Data
Machine Learning Methods for Analysing and Linking RDF DataJens Lehmann
 
Machine Learning Techniques for the Semantic Web
Machine Learning Techniques for the Semantic WebMachine Learning Techniques for the Semantic Web
Machine Learning Techniques for the Semantic Webpauldix
 
Gossip & Key Value Store
Gossip & Key Value StoreGossip & Key Value Store
Gossip & Key Value StoreSajeev P
 
Big data key-value and column stores redis - cassandra
Big data  key-value and column stores redis - cassandraBig data  key-value and column stores redis - cassandra
Big data key-value and column stores redis - cassandraJWORKS powered by Ordina
 
Developing Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache KafkaDeveloping Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache KafkaJoe Stein
 
What is NoSQL and CAP Theorem
What is NoSQL and CAP TheoremWhat is NoSQL and CAP Theorem
What is NoSQL and CAP TheoremRahul Jain
 

Destaque (9)

Crate Shared Nothing Web Backends - Web Backend Meetup May 2014
Crate Shared Nothing Web Backends - Web Backend Meetup May 2014Crate Shared Nothing Web Backends - Web Backend Meetup May 2014
Crate Shared Nothing Web Backends - Web Backend Meetup May 2014
 
Tailored database solutions: Building a 100 billion records db in 20 minutes
Tailored database solutions: Building a 100 billion records db in 20 minutesTailored database solutions: Building a 100 billion records db in 20 minutes
Tailored database solutions: Building a 100 billion records db in 20 minutes
 
Machine Learning Methods for Analysing and Linking RDF Data
Machine Learning Methods for Analysing and Linking RDF DataMachine Learning Methods for Analysing and Linking RDF Data
Machine Learning Methods for Analysing and Linking RDF Data
 
Machine Learning Techniques for the Semantic Web
Machine Learning Techniques for the Semantic WebMachine Learning Techniques for the Semantic Web
Machine Learning Techniques for the Semantic Web
 
Gossip & Key Value Store
Gossip & Key Value StoreGossip & Key Value Store
Gossip & Key Value Store
 
Big data key-value and column stores redis - cassandra
Big data  key-value and column stores redis - cassandraBig data  key-value and column stores redis - cassandra
Big data key-value and column stores redis - cassandra
 
Presto+MySQLで分散SQL
Presto+MySQLで分散SQLPresto+MySQLで分散SQL
Presto+MySQLで分散SQL
 
Developing Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache KafkaDeveloping Real-Time Data Pipelines with Apache Kafka
Developing Real-Time Data Pipelines with Apache Kafka
 
What is NoSQL and CAP Theorem
What is NoSQL and CAP TheoremWhat is NoSQL and CAP Theorem
What is NoSQL and CAP Theorem
 

Semelhante a SQL for Elasticsearch

Proving out flash storage array performance using swingbench and slob
Proving out flash storage array performance using swingbench and slobProving out flash storage array performance using swingbench and slob
Proving out flash storage array performance using swingbench and slobKapil Goyal
 
Cost Effectively Run Multiple Oracle Database Copies at Scale
Cost Effectively Run Multiple Oracle Database Copies at Scale Cost Effectively Run Multiple Oracle Database Copies at Scale
Cost Effectively Run Multiple Oracle Database Copies at Scale NetApp
 
Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...
Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...
Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...Andre Essing
 
Inside sql server in memory oltp sql sat nyc 2017
Inside sql server in memory oltp sql sat nyc 2017Inside sql server in memory oltp sql sat nyc 2017
Inside sql server in memory oltp sql sat nyc 2017Bob Ward
 
Azure Cosmos DB - Technical Deep Dive
Azure Cosmos DB - Technical Deep DiveAzure Cosmos DB - Technical Deep Dive
Azure Cosmos DB - Technical Deep DiveAndre Essing
 
Codemotion 2015 Infinispan Tech lab
Codemotion 2015 Infinispan Tech labCodemotion 2015 Infinispan Tech lab
Codemotion 2015 Infinispan Tech labUgo Landini
 
22059 slides
22059 slides22059 slides
22059 slidespholden1
 
What’s New in ScyllaDB Open Source 5.0
What’s New in ScyllaDB Open Source 5.0What’s New in ScyllaDB Open Source 5.0
What’s New in ScyllaDB Open Source 5.0ScyllaDB
 
Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...
Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...
Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...Data Con LA
 
Spark and Couchbase– Augmenting the Operational Database with Spark
Spark and Couchbase– Augmenting the Operational Database with SparkSpark and Couchbase– Augmenting the Operational Database with Spark
Spark and Couchbase– Augmenting the Operational Database with SparkMatt Ingenthron
 
WiredTiger Overview
WiredTiger OverviewWiredTiger Overview
WiredTiger OverviewWiredTiger
 
WiredTiger Overview
WiredTiger OverviewWiredTiger Overview
WiredTiger OverviewWiredTiger
 
Case Study: Elasticsearch Ingest Using StreamSets at Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets at Cisco IntercloudCase Study: Elasticsearch Ingest Using StreamSets at Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets at Cisco IntercloudRick Bilodeau
 
Case Study: Elasticsearch Ingest Using StreamSets @ Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets @ Cisco IntercloudCase Study: Elasticsearch Ingest Using StreamSets @ Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets @ Cisco IntercloudStreamsets Inc.
 
Azure, Cloud Computing & Services
Azure, Cloud Computing & ServicesAzure, Cloud Computing & Services
Azure, Cloud Computing & ServicesAlan Dean
 
Dissecting Open Source Cloud Evolution: An OpenStack Case Study
Dissecting Open Source Cloud Evolution: An OpenStack Case StudyDissecting Open Source Cloud Evolution: An OpenStack Case Study
Dissecting Open Source Cloud Evolution: An OpenStack Case StudySalman Baset
 

Semelhante a SQL for Elasticsearch (20)

Proving out flash storage array performance using swingbench and slob
Proving out flash storage array performance using swingbench and slobProving out flash storage array performance using swingbench and slob
Proving out flash storage array performance using swingbench and slob
 
Cost Effectively Run Multiple Oracle Database Copies at Scale
Cost Effectively Run Multiple Oracle Database Copies at Scale Cost Effectively Run Multiple Oracle Database Copies at Scale
Cost Effectively Run Multiple Oracle Database Copies at Scale
 
Not only SQL
Not only SQL Not only SQL
Not only SQL
 
Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...
Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...
Azure Cosmos DB - NoSQL Strikes Back (An introduction to the dark side of you...
 
Inside sql server in memory oltp sql sat nyc 2017
Inside sql server in memory oltp sql sat nyc 2017Inside sql server in memory oltp sql sat nyc 2017
Inside sql server in memory oltp sql sat nyc 2017
 
Lokijs
LokijsLokijs
Lokijs
 
Azure Cosmos DB - Technical Deep Dive
Azure Cosmos DB - Technical Deep DiveAzure Cosmos DB - Technical Deep Dive
Azure Cosmos DB - Technical Deep Dive
 
Red Hat Storage Roadmap
Red Hat Storage RoadmapRed Hat Storage Roadmap
Red Hat Storage Roadmap
 
Red Hat Storage Roadmap
Red Hat Storage RoadmapRed Hat Storage Roadmap
Red Hat Storage Roadmap
 
Codemotion 2015 Infinispan Tech lab
Codemotion 2015 Infinispan Tech labCodemotion 2015 Infinispan Tech lab
Codemotion 2015 Infinispan Tech lab
 
22059 slides
22059 slides22059 slides
22059 slides
 
What’s New in ScyllaDB Open Source 5.0
What’s New in ScyllaDB Open Source 5.0What’s New in ScyllaDB Open Source 5.0
What’s New in ScyllaDB Open Source 5.0
 
Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...
Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...
Big Data Day LA 2016/ NoSQL track - Spark And Couchbase: Augmenting The Opera...
 
Spark and Couchbase– Augmenting the Operational Database with Spark
Spark and Couchbase– Augmenting the Operational Database with SparkSpark and Couchbase– Augmenting the Operational Database with Spark
Spark and Couchbase– Augmenting the Operational Database with Spark
 
WiredTiger Overview
WiredTiger OverviewWiredTiger Overview
WiredTiger Overview
 
WiredTiger Overview
WiredTiger OverviewWiredTiger Overview
WiredTiger Overview
 
Case Study: Elasticsearch Ingest Using StreamSets at Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets at Cisco IntercloudCase Study: Elasticsearch Ingest Using StreamSets at Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets at Cisco Intercloud
 
Case Study: Elasticsearch Ingest Using StreamSets @ Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets @ Cisco IntercloudCase Study: Elasticsearch Ingest Using StreamSets @ Cisco Intercloud
Case Study: Elasticsearch Ingest Using StreamSets @ Cisco Intercloud
 
Azure, Cloud Computing & Services
Azure, Cloud Computing & ServicesAzure, Cloud Computing & Services
Azure, Cloud Computing & Services
 
Dissecting Open Source Cloud Evolution: An OpenStack Case Study
Dissecting Open Source Cloud Evolution: An OpenStack Case StudyDissecting Open Source Cloud Evolution: An OpenStack Case Study
Dissecting Open Source Cloud Evolution: An OpenStack Case Study
 

Último

Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book nowVadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book nowgargpaaro
 
怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制
怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制
怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制vexqp
 
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...nirzagarg
 
The-boAt-Story-Navigating-the-Waves-of-Innovation.pptx
The-boAt-Story-Navigating-the-Waves-of-Innovation.pptxThe-boAt-Story-Navigating-the-Waves-of-Innovation.pptx
The-boAt-Story-Navigating-the-Waves-of-Innovation.pptxVivek487417
 
怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制
怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制
怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制vexqp
 
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With OrangePredicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With OrangeThinkInnovation
 
怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制
怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制
怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制vexqp
 
Switzerland Constitution 2002.pdf.........
Switzerland Constitution 2002.pdf.........Switzerland Constitution 2002.pdf.........
Switzerland Constitution 2002.pdf.........EfruzAsilolu
 
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...nirzagarg
 
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...Health
 
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi ArabiaIn Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabiaahmedjiabur940
 
怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制
怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制
怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制vexqp
 
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...
Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...Bertram Ludäscher
 
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...Elaine Werffeli
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Klinik kandungan
 
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...nirzagarg
 
Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...gajnagarg
 
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...gajnagarg
 

Último (20)

Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book nowVadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
 
怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制
怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制
怎样办理旧金山城市学院毕业证(CCSF毕业证书)成绩单学校原版复制
 
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
 
The-boAt-Story-Navigating-the-Waves-of-Innovation.pptx
The-boAt-Story-Navigating-the-Waves-of-Innovation.pptxThe-boAt-Story-Navigating-the-Waves-of-Innovation.pptx
The-boAt-Story-Navigating-the-Waves-of-Innovation.pptx
 
怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制
怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制
怎样办理伦敦大学城市学院毕业证(CITY毕业证书)成绩单学校原版复制
 
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With OrangePredicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
 
怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制
怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制
怎样办理伦敦大学毕业证(UoL毕业证书)成绩单学校原版复制
 
Switzerland Constitution 2002.pdf.........
Switzerland Constitution 2002.pdf.........Switzerland Constitution 2002.pdf.........
Switzerland Constitution 2002.pdf.........
 
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
 
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
 
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi ArabiaIn Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
 
怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制
怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制
怎样办理纽约州立大学宾汉姆顿分校毕业证(SUNY-Bin毕业证书)成绩单学校原版复制
 
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...
Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...
 
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
 
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
 
Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Vadodara [ 7014168258 ] Call Me For Genuine Models ...
 
Cytotec in Jeddah+966572737505) get unwanted pregnancy kit Riyadh
Cytotec in Jeddah+966572737505) get unwanted pregnancy kit RiyadhCytotec in Jeddah+966572737505) get unwanted pregnancy kit Riyadh
Cytotec in Jeddah+966572737505) get unwanted pregnancy kit Riyadh
 
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
 

SQL for Elasticsearch

  • 3. You know, for search querying 24 000 000 000 Records in 900ms @jodok
  • 4. 6 ES Master Nodes c1.xlarge 6 Node Hadoop Cluster + Spot Instances 40 ES nodes per zone m1.large 8 EBS Volumes 3 AP server / MC c1.xlarge
  • 5.
  • 6. Elastic Search as Primary Storage? NoSQL Roadshow 2013 Jodok Batlogg
  • 7. • Security Model? • Transactions? • Data security? • Toolsets? • Larger Computations? • Availability?
  • 8. D I S T R I B U T E D D A T A S T O R E W I T H S Q L . S I M P L E . R E L I A B L E . S C A L A B L E .
  • 9. Open Source (Apache 2.0) shared nothing is high available and cheap to operate. not NOSQL but SQL NOFS but distributed BLOBs
  • 10.
  • 11. Client Query Data Aggregation Network/ Cluster Storage CRATE DATA – Module overview CRATE Python DB-API Dashboard SQLAlchemy Java CRATE Shell ES native Transpo rt FB Presto SQL Parser Query planner Ruby Bulk import/ export BLOB streaming Distributed SQL ES Transport protocol ES Discovery and state Lucene BLOB ES storage CRATE 3rd party Open Source Module s BLOB streaming support Netty ES Scatter/ Gather Distributed reduce Data transformation and reindex support ES Sharding
  • 12. S T A R T A CLUSTER I N 1 M I N HTTPS://CRATE.IO
  • 13. How is Crate Data different than Elasticsearch? BLOB Storage Distributed Accurate Aggregations Partitioned Tables Import/Export Update by Query Insert by Query Integrated Admin-UI
  • 14.
  • 15. Thank you Jodok Batlogg, @jodok, jodok@crate.io github.com/crate, #crate / freenode, @cratedata
  • 16.
  • 18. http://bigdatanerd.files.wordpress.com/2011/12/cap-theorem.jpg BASE & CAP • Basically Available - you always get an response • Soft State - it’s not consistent all the time. • Eventually Consistent - it becomes consistent at a later point in time