【SpringCloud+RabbitMQ+Docker+Redis+搜索+分布式,系统详解springcloud微服务技术栈课程|黑马程序员Java微服务】
案例:案例3:我附近的酒店
前端页面点击定位后,会将你所在的位置发送到后台:
像下面这样
这里要浏览器获取定位权限,谷歌和Edge 的定位引擎可能会导致无法定位,比如谷歌用的谷歌地图,咱们国内想“直接”使用谷歌地图…还是算了,建议直接开火狐
我们要根据这个坐标,将酒店结果按照到这个点的距离升序排序。
实现思路如下:
【距离排序】
距离排序与普通字段排序有所差异,API如下:
OK,
先改下请求参数实体类
package cn.itcast.hotel.pojo;import lombok.Data;/*** ClassName: RequestParams* date: 2022/11/2 11:03** @author DingJiaxiong*/@Data
public class RequestParams {private String key;private Integer page;private Integer size;private String sortBy;private String city;private String brand;private String starName;private Integer minPrice;private Integer maxPrice;private String location;}
直接修改业务代码
package cn.itcast.hotel.service.impl;import cn.itcast.hotel.mapper.HotelMapper;
import cn.itcast.hotel.pojo.Hotel;
import cn.itcast.hotel.pojo.HotelDoc;
import cn.itcast.hotel.pojo.PageResult;
import cn.itcast.hotel.pojo.RequestParams;
import cn.itcast.hotel.service.IHotelService;
import com.alibaba.fastjson.JSON;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
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.common.geo.GeoPoint;
import org.elasticsearch.common.unit.DistanceUnit;
import org.elasticsearch.index.query.BoolQueryBuilder;
import org.elasticsearch.index.query.QueryBuilder;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.fetch.subphase.highlight.HighlightBuilder;
import org.elasticsearch.search.fetch.subphase.highlight.HighlightField;
import org.elasticsearch.search.sort.SortBuilder;
import org.elasticsearch.search.sort.SortBuilders;
import org.elasticsearch.search.sort.SortOrder;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;import javax.crypto.spec.OAEPParameterSpec;
import javax.crypto.spec.PBEParameterSpec;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;@Service
public class HotelService extends ServiceImpl implements IHotelService {@Autowiredprivate RestHighLevelClient client;@Overridepublic PageResult search(RequestParams params) {try {//1. 准备RequestSearchRequest request = new SearchRequest("hotel");//2. 准备DSL//2.1 关键字搜索querybuildBasicQuery(params, request);//2.2 分页Integer page = params.getPage();Integer size = params.getSize();request.source().from((page - 1) * size).size(size);//2.3 排序String location = params.getLocation();if (location != null && !location.equals("")) {request.source().sort(SortBuilders.geoDistanceSort("location", new GeoPoint(location)).order(SortOrder.ASC).unit(DistanceUnit.KILOMETERS));}//3. 发送请求SearchResponse response = client.search(request, RequestOptions.DEFAULT);//4. 解析响应return handleResponse(response);} catch (IOException e) {throw new RuntimeException(e);}}private static void buildBasicQuery(RequestParams params, SearchRequest request) {//构建BooleanQueryBoolQueryBuilder boolQuery = QueryBuilders.boolQuery();//关键字搜索String key = params.getKey();//健壮判断if (key == null || "".equals(key)) {boolQuery.must(QueryBuilders.matchAllQuery());} else {boolQuery.must(QueryBuilders.matchQuery("all", key));}//条件过滤//【城市】if (params.getCity() != null && !params.getCity().equals("")) {boolQuery.filter(QueryBuilders.termQuery("city", params.getCity()));}//【品牌】if (params.getBrand() != null && !params.getBrand().equals("")) {boolQuery.filter(QueryBuilders.termQuery("brand", params.getBrand()));}//【星级】if (params.getStarName() != null && !params.getStarName().equals("")) {boolQuery.filter(QueryBuilders.termQuery("starName", params.getStarName()));}//【价格】if (params.getMinPrice() != null && params.getMaxPrice() != null) {boolQuery.filter(QueryBuilders.rangeQuery("price").gte(params.getMinPrice()).lte(params.getMaxPrice()));}request.source().query(boolQuery);}private PageResult handleResponse(SearchResponse response) {//4. 解析响应SearchHits searchHits = response.getHits();//4.1 获取总条数long total = searchHits.getTotalHits().value;System.out.println("共搜索到" + total + "条数据");//4.2 文档数组SearchHit[] hits = searchHits.getHits();//4.3 遍历List hotels = new ArrayList<>();for (SearchHit hit : hits) {//获取文档sourceString json = hit.getSourceAsString();//反序列化HotelDoc hotelDoc = JSON.parseObject(json, HotelDoc.class);hotels.add(hotelDoc);}//4.4 封装返回return new PageResult(total, hotels);}
}
先直接重启试试
啊这,我在兰州、为什么要找深圳的酒店…【继续往下做了】
记下我当前位置的经纬度,35.940046, 104.157428
在kibana 测试一下
# 找到35.940046, 104.157428 周围的酒店,距离升序排序
GET /hotel/_search
{"query": {"match_all": {}},"sort": [{"_geo_distance": {"location": {"lat": 35.940046,"lon": 104.157428},"order": "asc","unit": "km"}}]
}
直接运行
行的,最近的距离我1118km,【应该是直线距离】
按照距离排序后,还需要显示具体的距离值:
先给实体类来个新的属性【距离】
package cn.itcast.hotel.service.impl;import cn.itcast.hotel.mapper.HotelMapper;
import cn.itcast.hotel.pojo.Hotel;
import cn.itcast.hotel.pojo.HotelDoc;
import cn.itcast.hotel.pojo.PageResult;
import cn.itcast.hotel.pojo.RequestParams;
import cn.itcast.hotel.service.IHotelService;
import com.alibaba.fastjson.JSON;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
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.common.geo.GeoPoint;
import org.elasticsearch.common.unit.DistanceUnit;
import org.elasticsearch.index.query.BoolQueryBuilder;
import org.elasticsearch.index.query.QueryBuilder;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.fetch.subphase.highlight.HighlightBuilder;
import org.elasticsearch.search.fetch.subphase.highlight.HighlightField;
import org.elasticsearch.search.sort.SortBuilder;
import org.elasticsearch.search.sort.SortBuilders;
import org.elasticsearch.search.sort.SortOrder;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;import javax.crypto.spec.OAEPParameterSpec;
import javax.crypto.spec.PBEParameterSpec;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;@Service
public class HotelService extends ServiceImpl implements IHotelService {@Autowiredprivate RestHighLevelClient client;@Overridepublic PageResult search(RequestParams params) {try {//1. 准备RequestSearchRequest request = new SearchRequest("hotel");//2. 准备DSL//2.1 关键字搜索querybuildBasicQuery(params, request);//2.2 分页Integer page = params.getPage();Integer size = params.getSize();request.source().from((page - 1) * size).size(size);//2.3 排序String location = params.getLocation();if (location != null && location.equals("")) {request.source().sort(SortBuilders.geoDistanceSort("location", new GeoPoint(location)).order(SortOrder.ASC).unit(DistanceUnit.KILOMETERS));}//3. 发送请求SearchResponse response = client.search(request, RequestOptions.DEFAULT);//4. 解析响应return handleResponse(response);} catch (IOException e) {throw new RuntimeException(e);}}private static void buildBasicQuery(RequestParams params, SearchRequest request) {//构建BooleanQueryBoolQueryBuilder boolQuery = QueryBuilders.boolQuery();//关键字搜索String key = params.getKey();//健壮判断if (key == null || "".equals(key)) {boolQuery.must(QueryBuilders.matchAllQuery());} else {boolQuery.must(QueryBuilders.matchQuery("all", key));}//条件过滤//【城市】if (params.getCity() != null && !params.getCity().equals("")) {boolQuery.filter(QueryBuilders.termQuery("city", params.getCity()));}//【品牌】if (params.getBrand() != null && !params.getBrand().equals("")) {boolQuery.filter(QueryBuilders.termQuery("brand", params.getBrand()));}//【星级】if (params.getStarName() != null && !params.getStarName().equals("")) {boolQuery.filter(QueryBuilders.termQuery("starName", params.getStarName()));}//【价格】if (params.getMinPrice() != null && params.getMaxPrice() != null) {boolQuery.filter(QueryBuilders.rangeQuery("price").gte(params.getMinPrice()).lte(params.getMaxPrice()));}request.source().query(boolQuery);}private PageResult handleResponse(SearchResponse response) {//4. 解析响应SearchHits searchHits = response.getHits();//4.1 获取总条数long total = searchHits.getTotalHits().value;System.out.println("共搜索到" + total + "条数据");//4.2 文档数组SearchHit[] hits = searchHits.getHits();//4.3 遍历List hotels = new ArrayList<>();for (SearchHit hit : hits) {//获取文档sourceString json = hit.getSourceAsString();//反序列化HotelDoc hotelDoc = JSON.parseObject(json, HotelDoc.class);//获取排序值Object[] sortValues = hit.getSortValues();if (sortValues.length > 0){Object sortValue = sortValues[0];hotelDoc.setDistance(sortValue);}hotels.add(hotelDoc);}//4.4 封装返回return new PageResult(total, hotels);}
}
直接重启服务
厉害厉害
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