java
// 设置查询条件
if (this.query != null) {
this.searchbuilder.setQuery(this.query);
}
TermsBuilder typeAggregation = AggregationBuilders.terms("agg_type").field("_type");
DateHistogramBuilder dateTermsBuilder = AggregationBuilders.dateHistogram("agg_pubtime").field("pubtime");
dateTermsBuilder.format("yyyy-MM-dd");
dateTermsBuilder.interval(DateHistogram.Interval.days(1));
dateTermsBuilder.subAggregation(typeAggregation);
searchbuilder.addAggregation(dateTermsBuilder);
SearchResponse sr = searchbuilder.execute().actionGet();
Map<String, Aggregation> aggMap = sr.getAggregations().asMap();
DateHistogram classTerms = (DateHistogram)aggMap.get("agg_pubtime");
Iterator<org.elasticsearch.search.aggregations.bucket.histogram.DateHistogram.Bucket> classBucketIt = (Iterator<Bucket>) classTerms.getBuckets().iterator();
List<Map<String,Object>> dataList = new ArrayList<Map<String,Object>>();
List<String[]> result = new ArrayList();
while(classBucketIt.hasNext()){
Map<String,Object> res = new HashMap<String, Object>();
org.elasticsearch.search.aggregations.bucket.histogram.DateHistogram.Bucket classBucket = classBucketIt.next();
//System.out.println("时间"+classBucket.getKey());
StringTerms agg_type = (StringTerms) classBucket.getAggregations().asMap().get("agg_type");
List<Terms.Bucket> buckets = (List<Terms.Bucket>) agg_type.getBuckets();
List<String[]> list = new ArrayList<String[]>();
for (Terms.Bucket bucket : buckets) {
String[] str = new String[2];
str[0] = bucket.getKey().trim();//日期
str[1] = String.valueOf(bucket.getDocCount());//数量
// list.add(str);
//System.out.println( str[0] +"======" + str[1] );
}
}
参考:gpt
java
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.index.query.QueryBuilders;
import org.elasticsearch.search.aggregations.AggregationBuilders;
import org.elasticsearch.search.aggregations.bucket.histogram.DateHistogramInterval;
import org.elasticsearch.search.aggregations.bucket.terms.Terms;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.elasticsearch.search.sort.SortOrder;
import org.elasticsearch.common.unit.TimeValue;
import java.io.IOException;
import java.util.concurrent.TimeUnit;
public class AggregationExample {
public static void main(String[] args) throws IOException {
// 创建 Elasticsearch 客户端
RestHighLevelClient client = createClient();
// 创建聚合请求
SearchRequest searchRequest = new SearchRequest("your_index_name");
SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
// 设置查询条件
searchSourceBuilder.query(QueryBuilders.matchAllQuery());
// 设置第一级聚合,按照 _type 字段进行聚合
Terms.AggregationBuilder typeAggregation = AggregationBuilders.terms("by_type").field("_type");
// 设置第二级聚合,按照时间进行聚合,这里使用日期直方图(Histogram)聚合
Terms.BucketOrder termsOrder = Terms.BucketOrder.key(true);
typeAggregation.subAggregation(
AggregationBuilders.dateHistogram("by_time")
.field("your_time_field")
.dateHistogramInterval(DateHistogramInterval.DAY)
.subAggregation(AggregationBuilders.terms("top_hits").size(10).order(termsOrder))
);
// 添加聚合请求到搜索源中
searchSourceBuilder.aggregation(typeAggregation);
// 设置分页和超时时间
searchSourceBuilder.size(0);
searchSourceBuilder.timeout(new TimeValue(60, TimeUnit.SECONDS));
// 发起搜索请求并获取响应
searchRequest.source(searchSourceBuilder);
SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
// 解析聚合结果
Terms byTypeAggregation = searchResponse.getAggregations().get("by_type");
for (Terms.Bucket typeBucket : byTypeAggregation.getBuckets()) {
System.out.println("Type: " + typeBucket.getKeyAsString());
Terms byTimeAggregation = typeBucket.getAggregations().get("by_time");
for (Terms.Bucket timeBucket : byTimeAggregation.getBuckets()) {
System.out.println("Time: " + timeBucket.getKeyAsString());
Terms topHitsAggregation = timeBucket.getAggregations().get("top_hits");
for (Terms.Bucket hitBucket : topHitsAggregation.getBuckets()) {
System.out.println("Hit: " + hitBucket.getKeyAsString());
}
}
}
// 关闭 Elasticsearch 客户端
client.close();
}
private static RestHighLevelClient createClient() {
// 创建和配置 Elasticsearch 客户端
RestHighLevelClient client = new RestHighLevelClient(
RestClient.builder(new HttpHost("localhost", 9200, "http")));
return client;
}
}