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());

}

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