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

2016-06-01 13:41 573 查看
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。
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