怎么使用flink读取es数据

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筋斗云
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使用Flink读取Elasticsearch(ES)数据需要使用Flink的DataStream API结合ElasticsearchSinkFunction和ElasticsearchSourceFunction来实现。

下面是一个简单的示例代码,演示了如何在Flink中读取ES数据:

import org.apache.flink.api.common.functions.RuntimeContext; import org.apache.flink.streaming.api.datastream.DataStream; import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.streaming.connectors.elasticsearch.ElasticsearchSinkFunction; import org.apache.flink.streaming.connectors.elasticsearch.ElasticsearchSourceFunction; import org.apache.flink.streaming.connectors.elasticsearch6.ElasticsearchSink; import org.apache.flink.streaming.connectors.elasticsearch6.ElasticsearchSource; import org.apache.flink.streaming.connectors.elasticsearch6.RestClientFactory; import org.apache.flink.streaming.connectors.elasticsearch6.RestClientFactoryImpl; import org.apache.flink.streaming.connectors.elasticsearch6.index.IndexRequestBuilder; import org.apache.flink.streaming.connectors.elasticsearch6.index.IndexRequestBuilderProvider; import org.apache.flink.streaming.connectors.elasticsearch6.index.IndexRequestBuilderFactory; import org.apache.flink.streaming.connectors.elasticsearch6.index.IndexRequestParameters; import org.apache.flink.streaming.connectors.elasticsearch6.index.IndexRequestParametersProvider; import org.apache.http.HttpHost; import org.elasticsearch.action.index.IndexRequest; import org.elasticsearch.client.Requests; import org.elasticsearch.client.RestClientBuilder; import org.elasticsearch.common.xcontent.XContentType;  import java.util.ArrayList; import java.util.List;  public class ReadFromESExample {      public static void main(String[] args) throws Exception {         final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();          // 设置ES连接的地址         List httpHosts = new ArrayList<>();         httpHosts.add(new HttpHost("localhost", 9200, "http"));          ElasticsearchSourceFunction sourceFunction = new ElasticsearchSource<>(httpHosts, "index_name", "_doc", new ElasticsearchSourceFunction() {             @Override             public IndexRequest createIndexRequest(String element) {                 return Requests.indexRequest()                         .index("index_name")                         .type("_doc")                         .source(element, XContentType.JSON);             }              @Override             public void processElement(String element, RuntimeContext ctx, RequestIndexer indexer) {                 indexer.add(createIndexRequest(element));             }         });          DataStream dataStream = env.addSource(sourceFunction);          dataStream.print();          env.execute("Read from Elasticsearch Example");     } } 

需要注意的是,要使用ElasticsearchSinkFunction和ElasticsearchSourceFunction需要添加相应的依赖,具体可以参考官方文档或者搜索相关资料。

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