This is a small-scale example of an architecture I've deployed to multiple projects.
We write DynamoDB event data to Neo4J using DynamoDB streams and a loader function.
API Gateway -> Lambda -> DyanmoDB -> DynamoDB Stream -> Lamba -> Neo4J
Theres a bunch of microservices with their own data stores (isolated DynamoDB tables), changes to those stores are streamed to data loader (a Lambda), and a read-model is formed within Neo4J.
The data loader can load any data because DynamoDB Stream events provide keys & attribute data, as well as the intent (create, update, delete.)
More complex data loads can be added -- this is where you can add relations, relational metadata, or anything you can do in a Cypher query.
The microservices can then run Cypher queries to pull complex wholistic views.
Provided you have serverless installed and configured credentials:
sls deploy
The stack output will include endpoint locations, and details to access Neo4j browser.
There are two models that are usually kept separate, User
and Post
.
Create a user, and make some posts by that user. Use the GET
endpoints to pull some "complex" data.
POST /users
creates a user profileGET /users
lists all users with latest postPOST /posts
creates a postGET /posts
lists all posts with user
Replace {{ServiceEndpoint}}
with the endpoint given from your stack output.
Add a user:
curl -X POST \
{{ServiceEndpoint}}/users \
-H 'Content-Type: application/json' \
-d '{
"id": "9fa50522-e08f-440f-9f95-cf53fa79f90c",
"name": "Alex"
}'
Add a post:
curl -X POST \
{{ServiceEndpoint}}/posts \
-H 'Content-Type: application/json' \
-d '{
"user_id": "9fa50522-e08f-440f-9f95-cf53fa79f90c",
"title": "I love serverless",
"body": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam eu feugiat leo, quis condimentum orci. Suspendisse vitae varius sapien. Cras non odio eget sem vehicula faucibus faucibus at massa. Curabitur et lacus blandit, lobortis eros eget, lacinia urna. Proin sed dictum orci. Integer pulvinar lectus justo, sit amet sodales diam sagittis a. Vivamus ut luctus lectus. Vestibulum ac diam scelerisque nisl malesuada tincidunt non in odio. Etiam et enim massa. Quisque sollicitudin ullamcorper orci, sit amet rutrum quam congue sit amet. Aliquam lacinia lectus justo. Cras at ex luctus, semper ligula non, mattis nisl."
}'
Get posts:
curl -X GET {{ServiceEndpoint}}/posts
Get users:
curl -X GET {{ServiceEndpoint}}/users