Flink写入es6.8
时间: 2024-05-12 12:14:53 浏览: 155
要将Flink数据写入Elasticsearch 6.8版本,需要使用Elasticsearch Hadoop库。以下是步骤:
1. 在Flink项目中添加Elasticsearch Hadoop依赖:
```xml
<dependency>
<groupId>org.elasticsearch</groupId>
<artifactId>elasticsearch-hadoop</artifactId>
<version>6.8.0</version>
</dependency>
```
2. 创建一个ElasticsearchOutputFormat实例并设置连接信息和索引名称:
```java
Map<String, String> config = new HashMap<>();
config.put("cluster.name", "elasticsearch");
config.put("bulk.flush.max.actions", "1");
config.put("es.nodes", "localhost:9200");
config.put("es.index.auto.create", "true");
ElasticsearchOutputFormat.Builder builder = new ElasticsearchOutputFormat.Builder(new SimpleElasticsearchSerializer(), config);
builder.setIndex("myindex");
ElasticsearchOutputFormat outputFormat = builder.build();
```
3. 将Flink的DataStream转换成ElasticsearchOutputFormat需要的JavaRDD格式:
```java
DataStream<String> stream = ...;
JavaDStream<String> javaDStream = JavaDStream.fromDStream(stream.getWrappedStream(), scala.reflect.ClassManifestFactory$.MODULE$.fromClass(String.class));
JavaRDD<String> javaRDD = JavaDStream.toRDD(javaDStream, scala.reflect.ClassManifestFactory$.MODULE$.fromClass(String.class));
```
4. 将JavaRDD写入Elasticsearch:
```java
javaRDD.foreachPartition(new VoidFunction<Iterator<String>>() {
@Override
public void call(Iterator<String> iterator) throws Exception {
ElasticsearchOutputFormat.writeRecordsToElasticsearch(iterator, outputFormat);
}
});
```
以上是Flink写入Elasticsearch 6.8版本的基本步骤,具体实现可以根据自己的需求进行调整和优化。
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