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Storm-kafka-mongoDB integration



2019 Community Moderator ElectionMongoDB or CouchDB - fit for production?MongoDB vs. CassandraHow to query MongoDB with “like”?Delete everything in a MongoDB databaseHow do I drop a MongoDB database from the command line?When to use CouchDB over MongoDB and vice versaHow to integrate Storm and KafkaApache Kafka vs Apache Stormstorm-kafka integration errorApache Kafka and Apache Storm Integration










0















I am reading 500 MB random tuples from Kafka producer continuous and in a storm topology I am inserting it to MongoDb using Mongo Java Driver. The problem is I am getting really low throughput as 4-5 tuples per second.



Without DB insert if I write a simple print statement I get throughput as 684 tuples per second. I am planning to run 1Million records from Kafka and check the throughput with mongo insert.



I tried to tune using config setMaxSpoutPending , setMessageTimeoutSecs parms in kafkaconfig.



 final SpoutConfig kafkaConf = new SpoutConfig(zkrHosts, kafkaTopic, zkRoot, clientId);
kafkaConf.ignoreZkOffsets=false;
kafkaConf.useStartOffsetTimeIfOffsetOutOfRange=true;
kafkaConf.startOffsetTime=kafka.api.OffsetRequest.LatestTime();
kafkaConf.stateUpdateIntervalMs=2000;
kafkaConf.scheme = new SchemeAsMultiScheme(new StringScheme());
final TopologyBuilder topologyBuilder = new TopologyBuilder();
topologyBuilder.setSpout("kafka-spout", new KafkaSpout(kafkaConf), 1);
topologyBuilder.setBolt("print-messages", new MyKafkaBolt()).shuffleGrouping("kafka-spout");
Config conf = new Config();
conf.setDebug(true);
conf.setMaxSpoutPending(1000);
conf.setMessageTimeoutSecs(30);


Execute method of bolt



 JSONObject jObj = new JSONObject();
jObj.put("key", input.getString(0));

if (null !=jObj && jObj.size() > 0 ) {
final DBCollection quoteCollection = dbConnect.getConnection().getCollection("stormPoc");
if (quoteCollection != null)
BasicDBObject dbObject = new BasicDBObject();
dbObject.putAll(jObj);
quoteCollection.insert(dbObject);
// logger.info("inserted in Collection !!!");
else
logger.info("Error while inserting data in DB!!!");

collector.ack(input);









share|improve this question




























    0















    I am reading 500 MB random tuples from Kafka producer continuous and in a storm topology I am inserting it to MongoDb using Mongo Java Driver. The problem is I am getting really low throughput as 4-5 tuples per second.



    Without DB insert if I write a simple print statement I get throughput as 684 tuples per second. I am planning to run 1Million records from Kafka and check the throughput with mongo insert.



    I tried to tune using config setMaxSpoutPending , setMessageTimeoutSecs parms in kafkaconfig.



     final SpoutConfig kafkaConf = new SpoutConfig(zkrHosts, kafkaTopic, zkRoot, clientId);
    kafkaConf.ignoreZkOffsets=false;
    kafkaConf.useStartOffsetTimeIfOffsetOutOfRange=true;
    kafkaConf.startOffsetTime=kafka.api.OffsetRequest.LatestTime();
    kafkaConf.stateUpdateIntervalMs=2000;
    kafkaConf.scheme = new SchemeAsMultiScheme(new StringScheme());
    final TopologyBuilder topologyBuilder = new TopologyBuilder();
    topologyBuilder.setSpout("kafka-spout", new KafkaSpout(kafkaConf), 1);
    topologyBuilder.setBolt("print-messages", new MyKafkaBolt()).shuffleGrouping("kafka-spout");
    Config conf = new Config();
    conf.setDebug(true);
    conf.setMaxSpoutPending(1000);
    conf.setMessageTimeoutSecs(30);


    Execute method of bolt



     JSONObject jObj = new JSONObject();
    jObj.put("key", input.getString(0));

    if (null !=jObj && jObj.size() > 0 ) {
    final DBCollection quoteCollection = dbConnect.getConnection().getCollection("stormPoc");
    if (quoteCollection != null)
    BasicDBObject dbObject = new BasicDBObject();
    dbObject.putAll(jObj);
    quoteCollection.insert(dbObject);
    // logger.info("inserted in Collection !!!");
    else
    logger.info("Error while inserting data in DB!!!");

    collector.ack(input);









    share|improve this question


























      0












      0








      0








      I am reading 500 MB random tuples from Kafka producer continuous and in a storm topology I am inserting it to MongoDb using Mongo Java Driver. The problem is I am getting really low throughput as 4-5 tuples per second.



      Without DB insert if I write a simple print statement I get throughput as 684 tuples per second. I am planning to run 1Million records from Kafka and check the throughput with mongo insert.



      I tried to tune using config setMaxSpoutPending , setMessageTimeoutSecs parms in kafkaconfig.



       final SpoutConfig kafkaConf = new SpoutConfig(zkrHosts, kafkaTopic, zkRoot, clientId);
      kafkaConf.ignoreZkOffsets=false;
      kafkaConf.useStartOffsetTimeIfOffsetOutOfRange=true;
      kafkaConf.startOffsetTime=kafka.api.OffsetRequest.LatestTime();
      kafkaConf.stateUpdateIntervalMs=2000;
      kafkaConf.scheme = new SchemeAsMultiScheme(new StringScheme());
      final TopologyBuilder topologyBuilder = new TopologyBuilder();
      topologyBuilder.setSpout("kafka-spout", new KafkaSpout(kafkaConf), 1);
      topologyBuilder.setBolt("print-messages", new MyKafkaBolt()).shuffleGrouping("kafka-spout");
      Config conf = new Config();
      conf.setDebug(true);
      conf.setMaxSpoutPending(1000);
      conf.setMessageTimeoutSecs(30);


      Execute method of bolt



       JSONObject jObj = new JSONObject();
      jObj.put("key", input.getString(0));

      if (null !=jObj && jObj.size() > 0 ) {
      final DBCollection quoteCollection = dbConnect.getConnection().getCollection("stormPoc");
      if (quoteCollection != null)
      BasicDBObject dbObject = new BasicDBObject();
      dbObject.putAll(jObj);
      quoteCollection.insert(dbObject);
      // logger.info("inserted in Collection !!!");
      else
      logger.info("Error while inserting data in DB!!!");

      collector.ack(input);









      share|improve this question
















      I am reading 500 MB random tuples from Kafka producer continuous and in a storm topology I am inserting it to MongoDb using Mongo Java Driver. The problem is I am getting really low throughput as 4-5 tuples per second.



      Without DB insert if I write a simple print statement I get throughput as 684 tuples per second. I am planning to run 1Million records from Kafka and check the throughput with mongo insert.



      I tried to tune using config setMaxSpoutPending , setMessageTimeoutSecs parms in kafkaconfig.



       final SpoutConfig kafkaConf = new SpoutConfig(zkrHosts, kafkaTopic, zkRoot, clientId);
      kafkaConf.ignoreZkOffsets=false;
      kafkaConf.useStartOffsetTimeIfOffsetOutOfRange=true;
      kafkaConf.startOffsetTime=kafka.api.OffsetRequest.LatestTime();
      kafkaConf.stateUpdateIntervalMs=2000;
      kafkaConf.scheme = new SchemeAsMultiScheme(new StringScheme());
      final TopologyBuilder topologyBuilder = new TopologyBuilder();
      topologyBuilder.setSpout("kafka-spout", new KafkaSpout(kafkaConf), 1);
      topologyBuilder.setBolt("print-messages", new MyKafkaBolt()).shuffleGrouping("kafka-spout");
      Config conf = new Config();
      conf.setDebug(true);
      conf.setMaxSpoutPending(1000);
      conf.setMessageTimeoutSecs(30);


      Execute method of bolt



       JSONObject jObj = new JSONObject();
      jObj.put("key", input.getString(0));

      if (null !=jObj && jObj.size() > 0 ) {
      final DBCollection quoteCollection = dbConnect.getConnection().getCollection("stormPoc");
      if (quoteCollection != null)
      BasicDBObject dbObject = new BasicDBObject();
      dbObject.putAll(jObj);
      quoteCollection.insert(dbObject);
      // logger.info("inserted in Collection !!!");
      else
      logger.info("Error while inserting data in DB!!!");

      collector.ack(input);






      mongodb apache-kafka performance-testing apache-storm






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited yesterday







      PPB

















      asked yesterday









      PPBPPB

      922414




      922414






















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          There is a storm-mongodb module for integration with Mongo. Does it not do the job? https://github.com/apache/storm/tree/b07413670fa62fec077c92cb78fc711c3bda820c/external/storm-mongodb



          You shouldn't use storm-kafka for Kafka integration, it is deprecated. Use storm-kafka-client instead.



          Setting conf.setDebug(true) will impact your processing, as Storm will log a fairly huge amount of text per tuple.






          share|improve this answer






















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            1 Answer
            1






            active

            oldest

            votes









            active

            oldest

            votes






            active

            oldest

            votes









            0














            There is a storm-mongodb module for integration with Mongo. Does it not do the job? https://github.com/apache/storm/tree/b07413670fa62fec077c92cb78fc711c3bda820c/external/storm-mongodb



            You shouldn't use storm-kafka for Kafka integration, it is deprecated. Use storm-kafka-client instead.



            Setting conf.setDebug(true) will impact your processing, as Storm will log a fairly huge amount of text per tuple.






            share|improve this answer



























              0














              There is a storm-mongodb module for integration with Mongo. Does it not do the job? https://github.com/apache/storm/tree/b07413670fa62fec077c92cb78fc711c3bda820c/external/storm-mongodb



              You shouldn't use storm-kafka for Kafka integration, it is deprecated. Use storm-kafka-client instead.



              Setting conf.setDebug(true) will impact your processing, as Storm will log a fairly huge amount of text per tuple.






              share|improve this answer

























                0












                0








                0







                There is a storm-mongodb module for integration with Mongo. Does it not do the job? https://github.com/apache/storm/tree/b07413670fa62fec077c92cb78fc711c3bda820c/external/storm-mongodb



                You shouldn't use storm-kafka for Kafka integration, it is deprecated. Use storm-kafka-client instead.



                Setting conf.setDebug(true) will impact your processing, as Storm will log a fairly huge amount of text per tuple.






                share|improve this answer













                There is a storm-mongodb module for integration with Mongo. Does it not do the job? https://github.com/apache/storm/tree/b07413670fa62fec077c92cb78fc711c3bda820c/external/storm-mongodb



                You shouldn't use storm-kafka for Kafka integration, it is deprecated. Use storm-kafka-client instead.



                Setting conf.setDebug(true) will impact your processing, as Storm will log a fairly huge amount of text per tuple.







                share|improve this answer












                share|improve this answer



                share|improve this answer










                answered yesterday









                Stig Rohde DøssingStig Rohde Døssing

                1,741234




                1,741234





























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