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));
}
}
}
}