org.apache.beam.examples.complete

Class TrafficRoutes

java.lang.Object

org.apache.beam.examples.complete.TrafficRoutes

public class TrafficRoutes
extends java.lang.Object

A Beam Example that runs in both batch and streaming modes with traffic sensor data. You can configure the running mode by setting --streaming to true or false.

Concepts: The batch and streaming runners, GroupByKey, sliding windows.

This example analyzes traffic sensor data using SlidingWindows. For each window, it calculates the average speed over the window for some small set of predefined 'routes', and looks for 'slowdowns' in those routes. It writes its results to a BigQuery table.

The pipeline reads traffic sensor data from --inputFile.

The example is configured to use the default BigQuery table from the example common package (there are no defaults for a general Beam pipeline). You can override them by using the --bigQueryDataset, and --bigQueryTable options. If the BigQuery table do not exist, the example will try to create them.

The example will try to cancel the pipelines on the signal to terminate the process (CTRL-C) and then exits.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	TrafficRoutes.TrafficRoutesOptions Options supported by TrafficRoutes.

Constructor Summary

Constructors

Constructor and Description
TrafficRoutes()

Method Summary

Modifier and Type	Method and Description
static void	main(java.lang.String[] args) Sets up and starts streaming pipeline.
static void	runTrafficRoutes(TrafficRoutes.TrafficRoutesOptions options)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TrafficRoutes

public TrafficRoutes()

Method Detail

runTrafficRoutes

public static void runTrafficRoutes(TrafficRoutes.TrafficRoutesOptions options)
                             throws java.io.IOException

Throws:

java.io.IOException

main

public static void main(java.lang.String[] args)
                 throws java.io.IOException

Sets up and starts streaming pipeline.

Throws:

java.io.IOException - if there is a problem setting up resources