Elasticsearch Aggregation 多个字段分组统计 Java API实现

Elasticsearch Aggregation 多个字段分组统计 Java API实现

现有索引数据：

index:school

type:student

---------------------------------------------------

{"grade":"1", "class":"1", "name":"xiao 1"}

{"grade":"1", "class":"1", "name":"xiao 2"}

{"grade":"1", "class":"2", "name":"xiao 3"}

{"grade":"1", "class":"2", "name":"xiao 4"}

{"grade":"1", "class":"2", "name":"xiao 5"}

 

Java分组统计年级和班级学生个数，如SQL: SELECT grade,class,count(1) FROM student GROUP BY grade,class;

 

package test;

 

import java.util.Iterator;

import java.util.Map;

 

import org.elasticsearch.action.search.SearchRequestBuilder;

import org.elasticsearch.action.search.SearchResponse;

import org.elasticsearch.action.search.SearchType;

import org.elasticsearch.search.aggregations.Aggregation;

import org.elasticsearch.search.aggregations.AggregationBuilders;

import org.elasticsearch.search.aggregations.bucket.terms.StringTerms;

import org.elasticsearch.search.aggregations.bucket.terms.Terms.Bucket;

import org.elasticsearch.search.aggregations.bucket.terms.TermsBuilder;

import org.junit.Test;

 

import utils.NesUtils;

 

public class TestAggregation

{

@Test

public void testAggregation()

{

SearchRequestBuilder srb = NesUtils.getSearcher("school");

srb.setTypes("student");

srb.setSearchType(SearchType.COUNT);

 

TermsBuilder gradeTermsBuilder = AggregationBuilders.terms("gradeAgg").field("grade");

TermsBuilder classTermsBuilder = AggregationBuilders.terms("classAgg").field("class");

 

gradeTermsBuilder.subAggregation(classTermsBuilder);

 

srb.addAggregation(gradeTermsBuilder);

 

SearchResponse sr = srb.execute().actionGet();

 

Map<String, Aggregation> aggMap = sr.getAggregations().asMap();

 

StringTerms gradeTerms = (StringTerms) aggMap.get("gradeAgg");

 

Iterator<Bucket> gradeBucketIt = gradeTerms.getBuckets().iterator();

 

while(gradeBucketIt.hasNext())

{

Bucket gradeBucket = gradeBucketIt.next();

System.out.println(gradeBucket.getKey() + "年级有" + gradeBucket.getDocCount() +"个学生。");

 

StringTerms classTerms = (StringTerms) gradeBucket.getAggregations().asMap().get("classAgg");

Iterator<Bucket> classBucketIt = classTerms.getBuckets().iterator();

 

while(classBucketIt.hasNext())

{

Bucket classBucket = classBucketIt.next();

System.out.println(gradeBucket.getKey() + "年级" +classBucket.getKey() + "班有" + classBucket.getDocCount() +"个学生。");

}

System.out.println();

}

 

}

}

运行完成输出结果

---------------------------------------------------

1年级有5个学生。

1年级2班有3个学生。

1年级1班有2个学生。