要按字段名称对 Elasticsearch 进行聚合,可以使用 Elasticsearch 的聚合功能来实现。下面是一个示例代码,演示了如何使用 Elasticsearch 的 Java 客户端进行按字段名称聚合:
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.aggregations.AggregationBuilders;
import org.elasticsearch.search.aggregations.bucket.terms.Terms;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import java.io.IOException;
public class ElasticsearchAggregationExample {
public static void main(String[] args) {
// 创建 Elasticsearch 客户端
RestHighLevelClient client = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http")));
try {
// 创建搜索请求
SearchRequest searchRequest = new SearchRequest("your_index_name");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
// 设置查询条件
searchSourceBuilder.query(QueryBuilders.matchAllQuery());
// 添加聚合操作,按字段名称进行聚合
searchSourceBuilder.aggregation(AggregationBuilders.terms("your_aggregation_name")
.field("your_field_name"));
// 将搜索源设置到搜索请求中
searchRequest.source(searchSourceBuilder);
// 执行搜索请求
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
// 获取聚合结果
Terms termsAggregation = searchResponse.getAggregations().get("your_aggregation_name");
for (Terms.Bucket bucket : termsAggregation.getBuckets()) {
String fieldValue = bucket.getKeyAsString();
long count = bucket.getDocCount();
System.out.println("Field: " + fieldValue + ", Count: " + count);
}
} catch (IOException e) {
e.printStackTrace();
} finally {
// 关闭客户端连接
try {
client.close();
} catch (IOException e) {
e.printStackTrace();
}
}
}
}
在上述代码中,你需要将 your_index_name
替换为你要进行聚合的索引名称,your_field_name
替换为你要按其进行聚合的字段名称。运行代码后,你将得到按字段名称进行聚合的结果,并输出每个字段值和对应的文档数量。
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