Neo4j + MongoDB - SF Graph Database Meetup Group Presentation
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Gain better insight from connected data using a document database (MongoDB) alongside a graph database (Neo4j) with the new Neo4j Doc Manager project.
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
- 13. 禽掘珂或