maxdemarzi / BatchWriterService

A POC Batch Writer Service for scaling Neo4j Writes

Batch Writer Service

A POC Batch Writer Service for scaling Neo4j Writes

1. Build it:

    mvn clean package
   

2. Copy target/BatchWriterService-1.0-SNAPSHOT.jar to the plugins/ directory of your Neo4j server.

3. Download and copy additional jars to the plugins/ directory of your Neo4j server.

    wget http://repo1.maven.org/maven2/joda-time/joda-time/2.3/joda-time-2.3.jar
    wget http://repo1.maven.org/maven2/com/google/guava/guava/17.0/guava-17.0.jar
   

4. Configure Neo4j by adding a line to conf/neo4j-server.properties:

    org.neo4j.server.thirdparty_jaxrs_classes=com.neo4j.example.bws=/v1
   

5. Start Neo4j server.

6. Check that it is installed correctly over HTTP:

    :GET /v1/service/helloworld
   

7. Warm up the database (optional, but recommended after a restart): This call will warm up the Neo4j Object Cache as well as warm up the content and user caches (see Step 9).

    :GET /v1/service/warmup
   

8. Initialize the Database (Database migration): This call will create two unique index contraints, one on userId of User and one on url of Site.

    :GET /v1/service/initialize
   

9. Create a View :POST /v1/service/{userId}/visited

    {"url" : "http://www.neo4j.com"}
   

10. Get user Views :GET /v1/service/{userId}/visited

      ["http://www.neo4j.com"]
    

11. Performance Testing:

To measure the requests per seconds by sending 20k post requests using 4 threads with keep-alive on to the same user/content pair:

     ab -k -n 20000 -c 4 -p params.json -T 'application/json' http://127.0.0.1:7474/v1/service/user123/visited

After a few runs, you should see something like:

     Requests per second:    5378.89 [#/sec] (mean)

To measure the requests per seconds by sending 20k get requests using 4 threads with keep-alive on to the same user/content pair:

    ab -k -n 20000 -c 4 http://127.0.0.1:7474/v1/service/user123/visited

After a few runs, you should see something like:

    Requests per second:    25037.21 [#/sec] (mean)

We are currently Caching userId to User Node and url to Site Node lookups.
The performance should reach these levels in a production deployment only after the initial period of loading.

11. Asyncronous Batched Writes:

Working POC, will need to compare against single requests with load testing tool.

     :POST /v1/service/async/{userId}/visited {"url" : "http://www.neo4j.org"}