使用Kafka源和Flink SQL查询Flink流表

时间:2020-06-17 04:01:00

标签: apache-kafka apache-flink flink-streaming flink-sql

我正在尝试从kafka主题将数据读取到 DataStream 并注册 DataStream ,然后使用 TableEnvironment.sqlQuery(“ SQL”)查询数据,当 TableEnvironment.execute()时没有错误,也没有输出。

public static void main(String[] args){
   StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
   env.setStreamTimeCharacteristic(TimeCharateristic.EventTime);
   env.enableCheckpointing(5000);
   StreamTableEnvironment tableEnvironment = StreamTableEnvironment.create(env);
   FlinkKafkaConsumer<Person> consumer = new FlinkKafkaConsumer(
                                                                "topic",
                                                                 new JSONDeserializer(),
                                                                 Job.getKafkaProperties
                                                               );

  consumer.setStartFromEarliest();
  DataStream<Person> stream = env.addSource(consumer).fliter(x -> x.status != -1).assignTimestampAndWatermarks(new AssignerWithPeriodicWatermarks<Person>(){
      long current = 0L;
      final long expire = 1000L;

      @Override
      public Watermakr getCurrentWatermark(){
         return new Watermark(current - expire);
      }

      @Override
      public long extractTimestamp(Person person){
         long timestamp = person.createTime;
         current = Math.max(timestamp,current);
         return timestamp;
      }
  });
  //set createTime as rowtime
  tableEnvironment.registerDataStream("Table_Person",stream,"name,age,sex,createTime.rowtime");
  Table res = tableEnvironment.sqlQuery("select TUMBLE_END(createTime,INTERVAL '1' minute) as registTime,sex,count(1) as total from Table_Person group by sex,TUMBLE(createTime,INTERVAL '1' minute)");
  tableEnvironment.toAppendStream(t,Types.Row(new TypeInformation[]{Types.SQL_TIMESTAMP,Types.STRING,Types.LONG})).print();
tableEnvironment.execute("person-query");
}

执行时,控制台上没有任何打印内容或引发任何异常; 但是如果我使用 fromCollection()作为源,程序将在控制台上打印一些内容; 你能指导我解决这个问题吗?

依赖项:

  1. flink-streaming-java_2.11版本:1.9.0-csa1.0.0.0;
  2. flink-streaming-scala_2.11版本:1.9.0-csa1.0.0.0;
  3. flink-connector-kafka_2.11版本:1.9.0-csa1.0.0.0;
  4. flink-table-api-java-bridge_2.11版本:1.9.0-csa1.0.0.0;
  5. flink-table-planner_2.11版本:1.9.0-csa1.0.0.0;

1 个答案:

答案 0 :(得分:0)

在将SQL查询的结果转换回DataStream的代码中,需要将res而不是t传递给toAppendStream。 (我看不到您发布的代码将如何编译-t在哪里声明?)而且我认为您应该能够做到这一点

Table res = tableEnvironment.sqlQuery("select TUMBLE_END(createTime,INTERVAL '1' minute) as registTime,sex,count(1) as total from Table_Person group by sex,TUMBLE(createTime,INTERVAL '1' minute)");
tableEnvironment.toAppendStream(res,Row.class).print();

而不是为TypeInformation而烦恼。

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