Henrilin28 / Spark_Streaming_CitiBike_Prediction

BikeStreaming

Get CitiBike real-time data using Spark Streaming

BikeStreaming_all folder:

To run the project: sbt run

myReceiver.scala: define custom receiver class for Spark Streaming

Parsing.scala: define functions parsing JSON formats

bikeJob.scala: main funciton to run Spark Streaming job every 20s

In BikeStreaming_all/pyscript folder:

To loop machine learning model: watch -n 20 ./run_model.sh

files in pyscript folder are for etl code and build machine learning models

In Map folder:

just open index.html and it's our web application.