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Logstash & Elasticsearch
Tatooine
Agenda
• Introduction
• What is logstash
• logstash in action
• What is Elasticsearch
• Elasticsearch in action
Introduction
• Issue : find out TPS based on ELB ’s log files
• What is the goals
• make life is easier
• No repeat to write program again and agains
• Make log event searchable
• Able to analyse log event
• Free & open source
• Event processing log file
• Support multiple sources and destinations
• logstash can manipulate data
• pipeline = input + (filter) + output
• codec is change data representation
• Flexible configuration
• Not limit only process log event
• Middle guy that sit between sources and destinations that
• manage event and logs
• collect data
• parse data
• enrich data
• store data (search & visualise)
logstash = inputs + filters + outputs
Elastic search
• NoSQL: Document Oriented
- Insert, delete, update, retrieve, analytic and search
• Built on top of apache lucene
- lucene is most popular java based full text search index implement
• Distributed text search engine
- Inverted Index
- Cluster
Ancient Search Engine
Why
Free & open source
Easy to scale (distributed)
Everything is one JSON call (Restful API)
Unleash power of Lucene under the hood
•
•
•
•
• Excellent query DSL
• Support for advance search features
(full text search)
Document oriented
Schema free
•
•
• Active community
What does it added to lucene?
• RESTFUL Service
- JSON API over HTTP
• High Available & Performance
- node form cluster
- distributed data using shard
- replicas request load, fault tolerance
• Long terms persistency
- write through persistent storage system
Document Oriented
name address hired_date department
Ball Paris 22/06/2015 Business
JenJa Tokyo 18/01/2016 Accounting
Kook London 1/04/2017 Marketing
{
…..
“hit”: [
{
“_index”: “general”
“_type”: “employee”,
“name”: “Ball”,
“address”: “Paris”,
“hired_date”: “22/06/2015”,
“department”: “business”
},
{
“_index”: “general”
“_type”: “employee”,
“name”: “JenJa”,
“address”: “Tokyo”,
“hired_date”: “18/01/2016”,
“department”: “Accounting”
},
…..
]
}
Table: employee
Database: general
Elastic search
Elasticsearch Relational MySQL
Index Database
Type Table
Document Row
Field Column
Who use elasticsearch ?
Conclusion
• Logstash used to load,parse and structured data
to elasticsearch
• Elasticsearch used to find number of TPS for each
API
Q & A
Thanks you

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Logstash, Elasticsearch and Kibana

  • 2. Agenda • Introduction • What is logstash • logstash in action • What is Elasticsearch • Elasticsearch in action
  • 3. Introduction • Issue : find out TPS based on ELB ’s log files • What is the goals • make life is easier • No repeat to write program again and agains • Make log event searchable • Able to analyse log event
  • 4.
  • 5. • Free & open source • Event processing log file • Support multiple sources and destinations • logstash can manipulate data • pipeline = input + (filter) + output • codec is change data representation • Flexible configuration • Not limit only process log event
  • 6. • Middle guy that sit between sources and destinations that • manage event and logs • collect data • parse data • enrich data • store data (search & visualise)
  • 7. logstash = inputs + filters + outputs
  • 8. Elastic search • NoSQL: Document Oriented - Insert, delete, update, retrieve, analytic and search • Built on top of apache lucene - lucene is most popular java based full text search index implement • Distributed text search engine - Inverted Index - Cluster
  • 10. Why Free & open source Easy to scale (distributed) Everything is one JSON call (Restful API) Unleash power of Lucene under the hood • • • • • Excellent query DSL • Support for advance search features (full text search) Document oriented Schema free • • • Active community
  • 11. What does it added to lucene? • RESTFUL Service - JSON API over HTTP • High Available & Performance - node form cluster - distributed data using shard - replicas request load, fault tolerance • Long terms persistency - write through persistent storage system
  • 12. Document Oriented name address hired_date department Ball Paris 22/06/2015 Business JenJa Tokyo 18/01/2016 Accounting Kook London 1/04/2017 Marketing { ….. “hit”: [ { “_index”: “general” “_type”: “employee”, “name”: “Ball”, “address”: “Paris”, “hired_date”: “22/06/2015”, “department”: “business” }, { “_index”: “general” “_type”: “employee”, “name”: “JenJa”, “address”: “Tokyo”, “hired_date”: “18/01/2016”, “department”: “Accounting” }, ….. ] } Table: employee Database: general
  • 13. Elastic search Elasticsearch Relational MySQL Index Database Type Table Document Row Field Column
  • 15. Conclusion • Logstash used to load,parse and structured data to elasticsearch • Elasticsearch used to find number of TPS for each API