Awesome AI
Example application showing CTA prediction based on historical data using play 2.5 and reactive mongo
Configure MongoDB
Just change it in application.conf
mongodb.uri = "mongodb://localhost/ngconf"
Run Application
sbt run
Endpoints
| Type | Endpoint | Payload | Description |
|---|---|---|---|
| GET | /events | { "hitType": "pageview", "page": "/", "sessionId": "3616391b-63cd-4a8b-83c1-c3cca33d7757", "ip": "7.9.12.2"} | Get recent 30 events list |
| POST | /events | -- | Send an event and get the prediction |
| GET | /ip/:ip | 127.0.0.1 | Get IP details of IP passed |
| GET | /generate | -- | Generate dummy data for testing |
Notes
- Prediction algorithm is generated using Apache Spark
- Apache Spark code for Machine Learning is in
apache-spark.scala apache-spark.scalashould be run in Apache Spark Shell