怎么使用flink读取es数据

   2024-10-13 2050
核心提示:使用Flink读取Elasticsearch(ES)数据需要使用Flink的DataStream API结合ElasticsearchSinkFunction和ElasticsearchSourceFunct

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<HttpHost> httpHosts = new ArrayList<>();        httpHosts.add(new HttpHost("localhost", 9200, "http"));        ElasticsearchSourceFunction<String> sourceFunction = new ElasticsearchSource<>(httpHosts, "index_name", "_doc", new ElasticsearchSourceFunction<String>() {            @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<String> 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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