微服务——es数据聚合+RestClient实现聚合

数据聚合

聚合的种类

DSL实现Bucket聚合

 如图所示，设置了10个桶，那么就显示了数量最多的前10个桶，品牌含有7天酒店的有30家，

品牌含有如家的也有30家。

修改排序规则

 

 限定聚合范围

 DSL实现Metrics聚合

如下案例要求对不同的品牌进行统计，所以要进行分组。

 如图所示，要对桶的平均评分做排序，要使用不同桶的平均评分

 

RestClient实现聚合

请求组装 

    @Test
    void testAggregation() throws IOException {
        //1.准备Request
        SearchRequest request = new SearchRequest("hotel");
        //2.准备DSl
        //2.1设置size
        request.source().size(0);
        //2.2聚合
        request.source().aggregation(AggregationBuilders
                .terms("brandAgg")
                .field("brand")
                .size(10)
        );
        //3.发出请求
        SearchResponse response = client.search(request, RequestOptions.DEFAULT);
        //4.解析结果
        System.out.println(response);
    }

 

结果解析

    @Test
    void testAggregation() throws IOException {
        //1.准备Request
        SearchRequest request = new SearchRequest("hotel");
        //2.准备DSl
        //2.1设置size
        request.source().size(0);
        //2.2聚合
        request.source().aggregation(AggregationBuilders
                .terms("brandAgg")
                .field("brand")
                .size(10)
        );
        //3.发出请求
        SearchResponse response = client.search(request, RequestOptions.DEFAULT);
        //4.解析结果
        Aggregations aggregations = response.getAggregations();
        //4.1根据聚合名称获取聚合结果
        Terms brandTerms = aggregations.get("brandAgg");
        //4.2获取buckets
        List buckets = brandTerms.getBuckets();
        //4.3遍历
        for (Terms.Bucket bucket : buckets) {
            //4.4获取key
            String key = bucket.getKeyAsString();
            System.out.println(key);
        }
    }

 

多条件聚合

在Service中 

将公共代码抽取出来，提高复用性

    @Override
    public Map> filters() {
        try {
              //1.准备Request
              SearchRequest request = new SearchRequest("hotel");
              //2.准备DSl
              //2.1设置size
              request.source().size(0);
              //2.2聚合
              buildAggregation(request);
              //3.发出请求
              SearchResponse response = client.search(request, RequestOptions.DEFAULT);
              //4.解析结果
              Map>result=new HashMap<>();
              Aggregations aggregations = response.getAggregations();
              //5.1根据品牌名称获取品牌结果
              List brandList = getAggByName(aggregations,"brandAgg");
              result.put("品牌",brandList);
              //5.2根据品牌名称获取品牌结果
              List cityList = getAggByName(aggregations,"cityAgg");
              result.put("城市",cityList);
              //5.3根据品牌名称获取品牌结果
              List starList = getAggByName(aggregations,"starAgg");
              result.put("星级",starList);
              return result;
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }


    private static List getAggByName(Aggregations aggregations,String aggName) {
        //4.1根据聚合名称获取聚合结果
        Terms brandTerms = aggregations.get(aggName);
        //4.2获取buckets
        List buckets = brandTerms.getBuckets();
        //4.3遍历
        ListbrandList=new ArrayList<>();
        for (Terms.Bucket bucket : buckets) {
            //4.4获取key
            String key = bucket.getKeyAsString();
            brandList.add(key);
        }
        return brandList;
    }

 

在一个测试类中

@SpringBootTest
class HotelDemoApplicationTests {

    @Autowired
    private IHotelService hotelService;

    @Test
    void contextLoads() {
        Map> filters = hotelService.filters();
        System.out.println(filters);
    }

}

 运行得到

带过滤条件的聚合

在查询的时候要在查询结果上做聚合，不应该直接将所有数据的聚合结果返回。

所以就是加上query参数。

Controller中 

传递的参数和正常参数一模一样 

    @PostMapping("filters")
    public Map> getFilters(@RequestBody RequestParams Params)
    {
        return hotelService.filters(Params);
    }

Service中

添加传递参数，并且新设置了2.3query，使用搜索时同款的query设置方法

 @Override
    public Map> filters(RequestParams Params) {
        try {
              //1.准备Request
              SearchRequest request = new SearchRequest("hotel");
              //2.准备DSl
              //2.1设置size
              request.source().size(0);
              //2.2聚合
              buildAggregation(request);
              //2.3query
            buildBasicQuery(Params, request);
            //3.发出请求
              SearchResponse response = client.search(request, RequestOptions.DEFAULT);
              //4.解析结果
              Map>result=new HashMap<>();
              Aggregations aggregations = response.getAggregations();
              //5.1根据品牌名称获取品牌结果
              List brandList = getAggByName(aggregations,"brandAgg");
              result.put("品牌",brandList);
              //5.2根据品牌名称获取品牌结果
              List cityList = getAggByName(aggregations,"cityAgg");
              result.put("城市",cityList);
              //5.3根据品牌名称获取品牌结果
              List starList = getAggByName(aggregations,"starAgg");
              result.put("星级",starList);
              return result;
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

结果测试

根据搜索框和过滤条件成功过滤