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Neo4j + MongoDB - SF Graph Database Meetup Group Presentation

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William Lyon
William Lyon

Gain better insight from connected data using a document database (MongoDB) alongside a graph database (Neo4j) with the new Neo4j Doc Manager project.

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Neo4j + MongoDB SF Graph Database Meetup
About Developer Relations Engineer @Neo4j william.lyon@neo4j.com @lyonwj lyonwj.com William Lyon
Agenda • Super brief overview of MongoDB • Why MongoDB + Neo4j? • Neo4j Doc Manager • New community project • Demo!
MongoDB Document Database • Document datamodel • JSON-like documents (BSON) • Ad hoc queries • Replication / sharding • Load balancing • Capped collections • Help with job queue implementation
Why Neo4j + MongoDB? Polyglot persistence • Take advantage of features of each database technology • http://martinfowler.com/bliki/PolyglotPersistence.html • Native graph datamodel • Index free adjacency • Pattern matching queries • Document datamodel • Performant document reads / writes • Aggregation (MapReduce)
Polyglot Persistence http://www.jamesserra.com/archive/2015/07/what-is-polyglot-persistence/ Functionality Database type Shopping Cart Rapid session reads / writes Key-value store Orders / Product Catalog Frequent reads Document Customer social graph Recommendation Graph
Neo4j + MongoDB = Connected Documents What insights can we draw from connected documents? • Recommendations http://www.lyonwj.com/2015/05/28/content-recommendation-from-links-shared-on-twitter/
Neo4j Doc Manager Mongo Connector • Automatically sync documents from MongoDB to Neo4j • Convert BSON documents into graph model • Alpha version on Github - feedback welcome! https://github.com/neo4j-contrib/neo4j_doc_manager
Neo4j Doc Manager Automatically sync documents from MongoDB to Neo4j
Neo4j Doc Manager Converts BSON documents into property graph model • Documents converted to property graph model • Based on structure of the document
Neo4j Doc Manager Feedback welcome! • Alpha version https://github.com/neo4j-contrib/neo4j_doc_manager
Neo4j Doc Manager Docker test environment • Neo4j, MongoDB, neo4j-doc-manager • Docker compose • https://github.com/JoergM/neomongo
DEMO…

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Neo4j + MongoDB - SF Graph Database Meetup Group Presentation

  • 1. Neo4j + MongoDB SF Graph Database Meetup
  • 2. About Developer Relations Engineer @Neo4j william.lyon@neo4j.com @lyonwj lyonwj.com William Lyon
  • 3. Agenda • Super brief overview of MongoDB • Why MongoDB + Neo4j? • Neo4j Doc Manager • New community project • Demo!
  • 4. MongoDB Document Database • Document datamodel • JSON-like documents (BSON) • Ad hoc queries • Replication / sharding • Load balancing • Capped collections • Help with job queue implementation
  • 5. Why Neo4j + MongoDB? Polyglot persistence • Take advantage of features of each database technology • http://martinfowler.com/bliki/PolyglotPersistence.html • Native graph datamodel • Index free adjacency • Pattern matching queries • Document datamodel • Performant document reads / writes • Aggregation (MapReduce)
  • 6. Polyglot Persistence http://www.jamesserra.com/archive/2015/07/what-is-polyglot-persistence/ Functionality Database type Shopping Cart Rapid session reads / writes Key-value store Orders / Product Catalog Frequent reads Document Customer social graph Recommendation Graph
  • 7. Neo4j + MongoDB = Connected Documents What insights can we draw from connected documents? • Recommendations http://www.lyonwj.com/2015/05/28/content-recommendation-from-links-shared-on-twitter/
  • 8. Neo4j Doc Manager Mongo Connector • Automatically sync documents from MongoDB to Neo4j • Convert BSON documents into graph model • Alpha version on Github - feedback welcome! https://github.com/neo4j-contrib/neo4j_doc_manager
  • 9. Neo4j Doc Manager Automatically sync documents from MongoDB to Neo4j
  • 10. Neo4j Doc Manager Converts BSON documents into property graph model • Documents converted to property graph model • Based on structure of the document
  • 11. Neo4j Doc Manager Feedback welcome! • Alpha version https://github.com/neo4j-contrib/neo4j_doc_manager
  • 12. Neo4j Doc Manager Docker test environment • Neo4j, MongoDB, neo4j-doc-manager • Docker compose • https://github.com/JoergM/neomongo