java操作elasticsearch实现组合桶聚合
1、terms分组查询
//分组聚合
@Test
public void test40() throws UnknownHostException{
//1、指定es集群 cluster.name 是固定的key值,my-application是ES集群的名称
Settings settings = Settings.builder().put("cluster.name", "my-application").build();
//2.创建访问ES服务器的客户端
TransportClient client = new PreBuiltTransportClient(settings)
.addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.1.94"), 9300));
//以年龄分组,组名为:terms
AggregationBuilder builder = AggregationBuilders.terms("terms").field("age");
SearchResponse response = client.prepareSearch("lib3").addAggregation(builder).execute().actionGet();
Terms terms = response.getAggregations().get("terms");
for(Terms.Bucket term:terms.getBuckets()) {
System.out.println(term.getKey()+" "+term.getDocCount());
}
}
2、terms query聚合查询
//filter聚合
@Test
public void test41() throws UnknownHostException{
//1、指定es集群 cluster.name 是固定的key值,my-application是ES集群的名称
Settings settings = Settings.builder().put("cluster.name", "my-application").build();
//2.创建访问ES服务器的客户端
TransportClient client = new PreBuiltTransportClient(settings)
.addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.1.94"), 9300));
//以年龄分组,并查询年龄为20的有多少人
QueryBuilder queryBuilder = QueryBuilders.termQuery("age", 20);
AggregationBuilder builder = AggregationBuilders.filter("filter",queryBuilder);
SearchResponse response = client.prepareSearch("lib3").addAggregation(builder).execute().actionGet();
Filter filter = response.getAggregations().get("filter");
System.out.println(filter.getDocCount());
}
3、filters聚合
//filters聚合:指定多个过滤条件
@Test
public void test42() throws UnknownHostException{
//1、指定es集群 cluster.name 是固定的key值,my-application是ES集群的名称
Settings settings = Settings.builder().put("cluster.name", "my-application").build();
//2.创建访问ES服务器的客户端
TransportClient client = new PreBuiltTransportClient(settings)
.addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.1.94"), 9300));
//查询heijiu changge中各有多少个文档
QueryBuilder queryBuilder = QueryBuilders.termQuery("interests", "hejiu");
QueryBuilder queryBuilder2 = QueryBuilders.termQuery("interests", "changge"); AggregationBuilder builder = AggregationBuilders.filters("filters",queryBuilder,queryBuilder2);
SearchResponse response = client.prepareSearch("lib3").addAggregation(builder).execute().actionGet();
Aggregation filter = response.getAggregations().get("filters");
System.out.println(filter.toString());
}
4、range聚合
//range聚合:范围分组过滤条件
@Test
public void test43() throws UnknownHostException{
//1、指定es集群 cluster.name 是固定的key值,my-application是ES集群的名称
Settings settings = Settings.builder().put("cluster.name", "my-application").build();
//2.创建访问ES服务器的客户端
TransportClient client = new PreBuiltTransportClient(settings)
.addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.1.94"), 9300));
//统计年龄在50以下的,年龄在25至50之间,年龄在25以上的人数
AggregationBuilder builder = AggregationBuilders
.range("range")
.field("age")
.addUnboundedTo(50)
.addRange(25,50)
.addUnboundedFrom(25);
SearchResponse response = client.prepareSearch("lib3").addAggregation(builder).execute().actionGet();
Aggregation filter = response.getAggregations().get("range");
System.out.println(filter.toString());
}
5、missing聚合
//missing聚合:为空聚合统计
@Test
public void test44() throws UnknownHostException{
//1、指定es集群 cluster.name 是固定的key值,my-application是ES集群的名称
Settings settings = Settings.builder().put("cluster.name", "my-application").build();
//2.创建访问ES服务器的客户端
TransportClient client = new PreBuiltTransportClient(settings)
.addTransportAddress(new TransportAddress(InetAddress.getByName("192.168.1.94"), 9300));
//统计价格为空的个数
AggregationBuilder builder = AggregationBuilders.missing("missing").field("price");
SearchResponse response = client.prepareSearch("lib4").addAggregation(builder).execute().actionGet();
Aggregation filter = response.getAggregations().get("missing");
System.out.println(filter.toString());
}
下一篇博客本人将书写java操作elasticsearch实现集群管理。对后期博客感兴趣的朋友可以关注交流,转发请说明出处,本人的博客地址为:https://www.cnblogs.com/chenyuanbo/
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