How to JavaInputDStream JSON to ElasticSearch JAVA

Question

hi guys I'm working with kafka > spark streaming > Elasticsearch. but i dont make spark streaming JavaInputDStream JSON to elasticsearch.

My Code :

    SparkConf conf = new SparkConf()
            .setAppName("Streaming")
            .setMaster("local")
            .set("es.nodes","localhost:9200")
            .set("es.index.auto.create","true");
    JavaStreamingContext streamingContext = new JavaStreamingContext(conf, new Duration(5000));
    Map<String, Object> kafkaParams = new HashMap<>();
    kafkaParams.put("bootstrap.servers", "localhost:9092");
    kafkaParams.put("key.deserializer", StringDeserializer.class);
    kafkaParams.put("value.deserializer", StringDeserializer.class);
    kafkaParams.put("group.id", "exastax");
    kafkaParams.put("auto.offset.reset", "latest");
    kafkaParams.put("enable.auto.commit", false);

    Collection<String> topics = Arrays.asList("loglar");
    JavaInputDStream<ConsumerRecord<String, String>> stream =
            KafkaUtils.createDirectStream(
                    streamingContext,
                    LocationStrategies.PreferConsistent(),
                    ConsumerStrategies.<String, String>Subscribe(topics, kafkaParams)
            );

    JavaPairDStream<String, String> finisStream = stream.mapToPair(record -> new Tuple2<>("", record.value()));
    finisStream.print();
    JavaEsSparkStreaming.saveJsonToEs(finisStream,"spark/docs");
    streamingContext.start();
    streamingContext.awaitTermination();


}

JavaEsSparkStreaming.saveJsonToEs(finisStream,"spark/docs"); >> finisStream isn't working because it's not JavaDStream. How to convert JavaDStream ?

Zhang Tong · Accepted Answer · 2017-08-07 08:29:48Z

1

JavaEsSparkStreaming.saveJsonToEs works with JavaDStream

JavaEsSparkStreaming.saveToEsWithMeta works with JavaPairDStream

To fix your code:

JavaDStream<String> finisStream = stream.map(new Function<Tuple2<String, String>, String>() {
    public String call(Tuple2<String, String> stringStringTuple2) throws Exception {
        return stringStringTuple2._2();
    }
});

JavaEsSparkStreaming.saveJsonToEs(finisStream,"");

answered Aug 7, 2017 at 8:29

Zhang Tong

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Comments

Talha K. · Accepted Answer · 2017-08-08 06:16:25Z

1

thnx a lot for answer! but i solved this code :

 JavaDStream<String> stream1 = stream.map(
                new Function<ConsumerRecord<String, String>, String>() {
                    @Override
                    public String call(ConsumerRecord<String, String> r) {
                        return r.value();
                    }
                }
        );
           JavaEsSparkStreaming.saveJsonToEs(stream1,"spark/docs");

answered Aug 8, 2017 at 6:16

Talha K.

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