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Building Community APIs using
GraphQL, Neo4j, and Kotlin
Michael Hunger
Kotlin Meetup
Jan 2018
(Michael Hunger)-[:WORKS_FOR]->(Neo4j)
michael@neo4j.com | @mesirii | github.com/jexp | jexp.de/blog
Michael Hunger - Developer Relations Engineering @Neo4j
My History With
Graphs
&
Neo4j
Community
Graph
Kotlin
App
Dev
GraphQL
Extending
Neo4j
Why Graphs?
Because the World is a Graph!
Unraveling the Cancer Code with
Graphs
Real-Time
Recommendation
s
Fraud
Detection
Network &
IT
Operations
Master Data
Management
Graph-Based
Search
Identity & Access
Management
Using Neo4j Graphs
Machine Learning is Based on Graphs
Neo4j
Open Source Database for Highly
Connected Data
The Whiteboard Model Is the Physical Model
Eliminates Graph-to-
Relational Mapping
In your data model
Bridge the gap
between business
and IT models
In your application
Greatly reduce need
for application code
CAR
name: “Dan”
born: May 29, 1970
twitter: “@dan”
name: “Ann”
born: Dec 5, 1975
since:
Jan 10, 2011
brand: “Volvo”
model: “V70”
Property Graph Model Components
Nodes
• The objects in the graph
• Can have name-value properties
• Can be labeled
Relationships
• Relate nodes by type and
direction
• Can have name-value properties
LOVES
LOVES
LIVES WITH
PERSON PERSON
Relational Versus Graph Models
Relational Model Graph Model
KNOWS
ANDREAS
TOBIAS
MICA
DELIA
Person FriendPerson-Friend
ANDREAS
DELIA
TOBIAS
MICA
Cypher: Powerful and Expressive Query Language
MATCH (:Person { name:“Dan”} ) -[:LOVES]-> (:Person { name:“Ann”} )
LOVES
Dan Ann
LABEL PROPERTY
NODE NODE
LABEL PROPERTY
Official Language Drivers
• Foundational drivers for
most programming languages
• Bolt: streaming
binary wire protocol
• Authoritative mapping to
native type system,
uniform across drivers
• Pluggable into richer frameworks
JavaScript Java .NET Python
Community
Drivers
Drivers
Bolt
Kotlin Wrapper
• Wraps Neo4j Java Driver
• Idiomatic API
• Use Data Classes as
– Parameters
– Results
– Destruct data class to Map
• Serializer (DateTime, Enum)
Bolt
https://github.com/erictsangx/kotlin-neo4j
Kotlin Wrapper – Connect & Insert
https://github.com/erictsangx/kotlin-neo4j
Kotlin Wrapper – Query & Map
https://github.com/erictsangx/kotlin-neo4j
Object Graph Mapping
Spring Data Neo4j
Neo4j - OGM
Object Graph Mapping
• Neo4j OGM
• Spring Data Neo4j
– Dedicated support for Kotlin classes in Spring / Spring
Data
– Persistence Constructors (PR 405)
– Example Project:
– github.com/neo4j-examples/movies-kotlin-spring-data-neo4j
Movie.kt
MovieRepository.kt
Community Graph
Making Sense of Developer Activity
github.com/community-graph
Developer Channels
User
Event
Message
Tweet
Location
Project
Topic
Tag
Question
Answer
Topic
Tag
There is much more to it
Approach
• Use Jupyter Notebooks
– Read Data from APIs
– Import into Neo4j Graph
• Evolve into AWS script
– spin instance up for any community
– based on search tags
• Query for analytics, newsletter, active people
Community Graphs
• Neo4j
• GraphQL
• Kotlin
• Angular
• ... more planned ...
Demo
Kotlin Community Graph
Community Radar
Kotlin Conf 2017
Twitter Appreciation Wall App
github.com/community-graph/community-radar
Community Radar
• Kotlin Backend
– finds people that have been mentioned a lot or
tagged with a hashtag
– and recent tweets
• Angular Front-End
• Statistics Service with React UI (WIP)
Stats Repository
Neo4j-GraphQL
Neo4j Extension in Kotlin
neo4j.com/developer/graphql & grandstack.io
GraphQL
• GraphQL is an API query language
• Based on a typesafe schema
• Contract between front & backend
• Flexible queries, nested „shape of data“
• Updates via Mutations
GraphQL
query {
Movie(title:"The Matrix") {
title
released
tagline
actors {
name
born
}
}
}
type Movie {
title: String!
released: Int
tagline: String
actors: [Person]
}
type Person {
name: String!
born: Int
movies: [Movie]
}
Neo4j-GraphQL
• Add support to Neo4j via extension
• Translate GraphQL query to Cypher based on
schema
• Execute & transform results
• Integrate graphql-java
• Add custom directives & generated mutations
Code!
Lessons Learned
• Started in Java switched to Kotlin = < 3
• Convince other devs
• Interoperability is impressive
• Language & Query transformations work well
• Extension functions are great for glue code
• Updates were painless
• I like: ?: / ?. / let / use
Lessons Learned
• Watch out for Nullability in Java libraries/APIs
• Too deep list comprehensions
• Too many „it“
• „?“ operator would be great
• Local return from closures
• Watch out for fun foo(): Any = {...}
Extending Neo4j
User Defined Procedures
Any JVM Language will do
• Nullable Inputs / Outputs
• Some Annotations needed (@JvmField)
• Example Project
– github.com/mfalcier/neo4j-kotlin-procedure-example
Example
Other Projects
Looking for more
pointers
Other Projects
• Open Data (Healthcare) Import, Queries,
Object-Mapping
– slideshare.net/neo4j/open-data-with-neo4j-and-kotlin
• Neo4j Cloudfoundry Service Broker
• Extension Functions for Neo4j‘s Java API
– github.com/pisolutions/neo4j-kotlin
Thank you!
Questions ?
neo4j.com/slack
@neo4j

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