Advanced Neo4j Use Cases with the GraphAware Framework
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The document discusses GraphAware Framework, which makes it easy to build, test, and deploy custom APIs, transaction-driven behavior, and asynchronous computation functionality for Neo4j. It provides examples like representing time series data, tracking graph changes, assigning UUIDs, and running algorithms. GraphAware Framework is open source and supports building both generic and domain-specific Neo4j extensions.
Advanced Neo4j Use Cases with the GraphAware Framework
- 1. GraphAware Framework GraphAwareTM advanced Neo4j use cases by Michal Bachman ! @graph_aware @bachmanm
- 2. Advanced Use Cases GraphAware Framework (implementing advanced functionality) GraphAware Framework Modules (built by us, used by you) GraphAwareTM About this Talk
- 3. GraphAwareTM Advanced Use Cases Custom APIs Transaction-Driven Behaviour Asynchronous Computation
- 4. GraphAwareTM Advanced Use Cases Custom APIs Transaction-Driven Behaviour Asynchronous Computation
- 5. GraphAwareTM Custom APIs - What? a.k.a. unmanaged extensions Stored procedures on steroids Implemented and tested (!) in Java Deployed with Neo4j (same lifecycle)
- 6. GraphAwareTM Custom APIs - Why? Access to native Neo4j API (Java) Performance Locking Too complex for Cypher Functions missing in Cypher Custom input/output format Limit to read-only Code to Data
- 7. GraphAware Framework makes it extremely easy to build, test, and deploy custom Neo4j APIs. GraphAwareTM Custom APIs (How?)
- 8. Custom APIs - How? (GraphAware) GraphAwareTM pure Spring MVC test with GraphUnit drop to plugins restart Neo
- 9. GraphAwareTM Custom APIs - Example representing time in Neo4j storing and querying time series data GraphAware TimeTree
- 10. Email Month from: "..@.." to: "..@.." text: "" Year Day value: 24 SENT_ON Month value: 4 Day value: 23 Day value: 22 CHILD NEXT NEXT value: 5 FIRST NEXT LAST CHILD CHILD value: 2014 FIRST LAST CHILD CHILD TimeTreeRoot CHILD FIRST LAST
- 13. GraphAwareTM
- 14. GraphAwareTM
- 15. GraphAwareTM Getting GraphUnit <dependency> <groupId>com.graphaware.neo4j</groupId> <artifactId>tests</artifactId> <version>2.1.5.25</version> <scope>test</scope> </dependency>
- 16. GraphAwareTM Advanced Use Cases Custom APIs Transaction-Driven Behaviour Asynchronous Computation
- 17. Transaction-Driven Behaviour - What? GraphAwareTM Neo4j is fully ACID Triggers on steroids Implemented and tested (!) in Java
- 18. Transaction-Driven Behaviour - Why? GraphAwareTM Integrations with other systems In-graph indexing Additional modifications Schema enforcement
- 19. Transaction-Driven Behaviour (How?) GraphAware Framework makes it extremely easy to build, test, and deploy custom Transaction- Driven functionality. GraphAwareTM
- 20. Transaction-Driven Behaviour - Examples GraphAwareTM Tracking changes in your graph (demo) Assigning a UUID to each node (demo) Defining and enforcing constraints (wip) Auditing
- 21. Transaction-Driven Behaviour - Demo GraphAwareTM
- 22. GraphAwareTM Advanced Use Cases Custom APIs Transaction-Driven Behaviour Asynchronous Computation
- 23. Asynchronous Computation - What? GraphAwareTM Neo4j is primarily OLTP Requests drive transactions How about background computation?
- 24. Asynchronous Computation - Why? GraphAwareTM Interesting graph algorithms Expensive in real-time Can be approximate Can be approximated There are quiet periods / dedicated slaves
- 25. Asynchronous Computation (How?) GraphAware Framework makes it possible to build, test, and deploy functionality executed in the background during quiet periods. GraphAwareTM
- 26. Asynchronous Computation - Examples GraphAwareTM Page Rank Recommendations Similarities Centralities Statistics
- 27. GraphAwareTM Asynchronous Computation - Demo
- 28. GraphAware Framework makes it easy to build, test, and deploy generic as well as domain-specific functionality for Neo4j. GraphAwareTM GraphAware Framework
- 29. GraphAwareTM GraphAware Framework TimeTree Algorithms ChangeFeed UUID NodeRank
- 30. GraphAwareTM GraphAware Framework GraphUnit & RestTest RelCount WarmUp Schema (wip) Recommendation Engine (wip)
- 31. GraphAwareTM GraphAware Framework Open Source (GPL) Active Production Ready Github (http://github.com/graphaware) Our Web (http://graphaware.com) Maven Central
- 32. GraphAwareTM GraphAware Framework Try it Give us feedback Contribute Build Own Modules Get in touch for consultancy / support info@graphaware.com / @graph_aware
- 33. Thank You! www.graphaware.com @graph_aware @bachmanm GraphAwareTM