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有flink sink es8的例子吗?

有flink sink es8的例子吗?

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冰激凌甜筒 2023-04-23 23:10:05 198 0
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  • import org.apache.flink.api.common.serialization.SimpleStringSchema;
    import org.apache.flink.streaming.api.datastream.DataStream;
    import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
    import org.apache.flink.streaming.connectors.elasticsearch8.ElasticsearchSink;
    import org.apache.flink.streaming.connectors.elasticsearch8.ElasticsearchSinkFunction;
    import org.apache.flink.streaming.connectors.elasticsearch8.RequestIndexer;
    import org.apache.http.HttpHost;
    import org.elasticsearch.client.RestClient;
    import org.elasticsearch.client.RestClientBuilder;

    import java.util.ArrayList;
    import java.util.HashMap;
    import java.util.List;
    import java.util.Map;

    public class FlinkSinkES8Example {

    public static void main(String[] args) throws Exception {
        // 创建 Flink 执行环境
        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
    
        // 创建 Elasticsearch 客户端
        RestClientBuilder restClientBuilder = RestClient.builder(new HttpHost("localhost", 9200));
        RestClient restClient = restClientBuilder.build();
    
        // 创建 Elasticsearch Sink 函数
        ElasticsearchSinkFunction<String> sinkFunction = new ElasticsearchSinkFunction<String>() {
    
            @Override
            public void process(String element, RuntimeContext ctx, RequestIndexer indexer) {
                // 将数据转换为 Elasticsearch 文档
                Map<String, Object> document = new HashMap<>();
                document.put("message", element);
    
                // 将文档添加到 Elasticsearch 索引中
                indexer.add(document);
            }
        };
    
        // 创建 Elasticsearch Sink
        ElasticsearchSink<String> sink = new ElasticsearchSink.Builder<String>(restClient, sinkFunction)
                .setBulkFlushMaxActions(1)  // 批量写入的最大操作数
                .setBulkFlushInterval(5000)  // 批量写入的最大时间间隔
                .build();
    
        // 将数据流写入 Elasticsearch Sink
        DataStream<String> dataStream = env.fromElements("Hello, world!", "This is a test message.");
        dataStream.addSink(sink);
    
        // 执行 Flink 作业
        env.execute("Flink Sink ES8 Example");
    }
    

    }

    2024-02-28 17:52:12
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