Flink application example
The following is an example of a Flink application about a streaming window word count that counts worfs from a web socket in five second windows.
import org.apache.flink.api.common.functions.FlatMapFunction; import org.apache.flink.api.java.tuple.Tuple2; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.streaming.api.windowing.time.Time; import org.apache.flink.streaming.api.windowing.assigners.TumblingProcessingTimeWindows; import org.apache.flink.util.Collector; public class WindowWordCount { public static void main(String[] args) throws Exception { StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); DataStream<Tuple2<String, Integer>> dataStream = env .socketTextStream("localhost", 9999) .flatMap(new Splitter()) .keyBy(value -> value.f0) .window(TumblingProcessingTimeWindows.of(Time.seconds(5))) .sum(1); dataStream.print(); env.execute("Window WordCount"); } public static class Splitter implements FlatMapFunction<String, Tuple2<String, Integer>> { @Override public void flatMap(String sentence, Collector<Tuple2<String, Integer>> out) throws Exception { for (String word: sentence.split(" ")) { out.collect(new Tuple2<String, Integer>(word, 1)); } } } }