java实现esGroupby查询
时间: 2023-07-31 22:05:44 浏览: 109
要在Java中实现ES的Group By查询,可以使用ES的Java客户端API。以下是一个简单的示例代码,它使用ES的Java API执行一个聚合查询并按指定字段进行分组:
```
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.unit.TimeValue;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.aggregations.AggregationBuilders;
import org.elasticsearch.search.aggregations.bucket.terms.Terms;
import org.elasticsearch.search.aggregations.bucket.terms.TermsAggregationBuilder;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import java.io.IOException;
public class ESGroupByQuery {
public static void main(String[] args) throws IOException {
RestHighLevelClient client = new RestHighLevelClient(
RestClient.builder(
new HttpHost("localhost", 9200, "http")));
String index = "my-index";
String fieldToGroupBy = "some-field";
TermsAggregationBuilder aggregation =
AggregationBuilders.terms("by_" + fieldToGroupBy).field(fieldToGroupBy);
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder()
.query(QueryBuilders.matchAllQuery())
.aggregation(aggregation)
.size(0);
SearchRequest searchRequest = new SearchRequest(index)
.source(searchSourceBuilder)
.scroll(new TimeValue(60000));
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
SearchHits hits = searchResponse.getHits();
Terms terms = searchResponse.getAggregations().get("by_" + fieldToGroupBy);
for (Terms.Bucket bucket : terms.getBuckets()) {
String fieldValue = bucket.getKeyAsString();
long count = bucket.getDocCount();
System.out.println(fieldValue + ": " + count);
}
client.close();
}
}
```
在上面的示例中,我们使用了ES的Java API创建了一个名为“by_some-field”的聚合,该聚合将按“some-field”字段进行分组。我们还使用了“matchAllQuery”查询来检索所有文档,并将结果集大小设置为0,因为我们只需要聚合结果,而不需要实际的文档数据。
在执行查询后,我们可以使用ES的Java API检索聚合结果,并对每个分组打印出其数量。
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