我正在尝试使用Flink的表和SQL API进行一个简单的示例,在该示例中,我从文件中读取字符串,将其转换为Tuple2并尝试将其插入表格。这是我的代码。
import org.apache.flink.api.common.functions.FlatMapFunction;
import org.apache.flink.api.java.table.StreamTableEnvironment;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.api.table.Table;
import org.apache.flink.streaming.api.TimeCharacteristic;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.util.Collector;
public class table_streaming_test
{
public static void main (String[] args) throws Exception
{
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); //create execution environment
StreamTableEnvironment tEnv= StreamTableEnvironment.getTableEnvironment(env);
env.setParallelism(1);
DataStream<String> datastream_in= env.readTextFile("file:/home/rishikesh/new_workspace1/table_streaming/stocks.txt");
DataStream<Tuple2<String,Integer>> ds= datastream_in
.flatMap(new Splitter()); // transformation flatmap
Table msg=tEnv.fromDataStream(ds).as("symbol,price");
Table result = msg.select("symbol ='A'");
DataStream<String> ds2 =tEnv.toDataStream(result, String.class);
ds2.print();
env.execute();
}
public static class Splitter implements FlatMapFunction<String, Tuple2<String, Integer>> {
public void flatMap(String sentence, Collector<Tuple2<String, Integer>> out) throws Exception {
String[] token= sentence.split(",");
out.collect(new Tuple2<String, Integer>(token[0],Integer.parseInt(token[1])));
}
}
}
错误如下:(发生在DataStream<String> ds2 =tEnv.toDataStream(result, String.class);
线上)
log4j:WARN No appenders could be found for logger (org.apache.flink.api.java.typeutils.TypeExtractor).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
Exception in thread "main" java.lang.NoSuchMethodError: org.apache.flink.api.table.Table.<init>(Lorg/apache/flink/api/table/TableEnvironment;Lorg/apache/flink/api/table/plan/logical/LogicalNode;)V
at org.apache.flink.api.table.StreamTableEnvironment.ingest(StreamTableEnvironment.scala:97)
at org.apache.flink.api.java.table.StreamTableEnvironment.fromDataStream(StreamTableEnvironment.scala:61)
at table_streaming_test.main(table_streaming_test.java:87)
jar文件包括:
- flink-dist_2.10-1.1.3.3.jar
- flink-python_2.10-1.1.3.3.jar
- flink-table_2.10-1.1.3.3.jar
- log4j-1.2.17.jar
- slf4j-log4j12-1.7.7.7.jar
- Javase-1.7
javase-1.7
错误的一个可能原因"
对我来说,我的版本为1.4.2,我使用的版本为1.3.2。因此,我将POM文件更新到具有相同版本,并且可以正常工作。
我认为您需要使用阴影插件并按照此步骤解决问题
https://ci.apache.org/projects/flink/flink/flink/flink-docs-release-1.4/monitoring/debugging_classloading.html#Resolvernydependency-dependency-conflicts-conflicts-with-flink-flink-flink-flink-flink-flink-shind-flink-shind-ring-sh--flink-shind-maven shade-maven shade-plugin shade-plugin shade-plugin shade-plugin