diff options
Diffstat (limited to 'examples/src/main/java/org/apache/spark/examples/streaming/JavaDirectKafkaWordCount.java')
-rw-r--r-- | examples/src/main/java/org/apache/spark/examples/streaming/JavaDirectKafkaWordCount.java | 31 |
1 files changed, 4 insertions, 27 deletions
diff --git a/examples/src/main/java/org/apache/spark/examples/streaming/JavaDirectKafkaWordCount.java b/examples/src/main/java/org/apache/spark/examples/streaming/JavaDirectKafkaWordCount.java index ed118f86c0..5e5ae6213d 100644 --- a/examples/src/main/java/org/apache/spark/examples/streaming/JavaDirectKafkaWordCount.java +++ b/examples/src/main/java/org/apache/spark/examples/streaming/JavaDirectKafkaWordCount.java @@ -20,7 +20,6 @@ package org.apache.spark.examples.streaming; import java.util.HashMap; import java.util.HashSet; import java.util.Arrays; -import java.util.Iterator; import java.util.Map; import java.util.Set; import java.util.regex.Pattern; @@ -30,7 +29,6 @@ import scala.Tuple2; import kafka.serializer.StringDecoder; import org.apache.spark.SparkConf; -import org.apache.spark.api.java.function.*; import org.apache.spark.streaming.api.java.*; import org.apache.spark.streaming.kafka.KafkaUtils; import org.apache.spark.streaming.Durations; @@ -82,31 +80,10 @@ public final class JavaDirectKafkaWordCount { ); // Get the lines, split them into words, count the words and print - JavaDStream<String> lines = messages.map(new Function<Tuple2<String, String>, String>() { - @Override - public String call(Tuple2<String, String> tuple2) { - return tuple2._2(); - } - }); - JavaDStream<String> words = lines.flatMap(new FlatMapFunction<String, String>() { - @Override - public Iterator<String> call(String x) { - return Arrays.asList(SPACE.split(x)).iterator(); - } - }); - JavaPairDStream<String, Integer> wordCounts = words.mapToPair( - new PairFunction<String, String, Integer>() { - @Override - public Tuple2<String, Integer> call(String s) { - return new Tuple2<>(s, 1); - } - }).reduceByKey( - new Function2<Integer, Integer, Integer>() { - @Override - public Integer call(Integer i1, Integer i2) { - return i1 + i2; - } - }); + JavaDStream<String> lines = messages.map(Tuple2::_2); + JavaDStream<String> words = lines.flatMap(x -> Arrays.asList(SPACE.split(x)).iterator()); + JavaPairDStream<String, Integer> wordCounts = words.mapToPair(s -> new Tuple2<>(s, 1)) + .reduceByKey((i1, i2) -> i1 + i2); wordCounts.print(); // Start the computation |