商城服务es检索实现

ruoyi-ui/src/plugins/tab.js

@@ -1,66 +1,67 @@
-import store from '@/store'
+import store from '@/store'
-import router from '@/router';
+import router from '@/router';
-
+
-export default {
+export default {
-  // 刷新当前tab页签
+  // 刷新当前tab页签
-  refreshPage(obj) {
+  refreshPage(obj) {
-    const { path, matched } = router.currentRoute;
+    const { path, query, matched } = router.currentRoute;
-    if (obj === undefined) {
+    if (obj === undefined) {
-      matched.forEach((m) => {
+      matched.forEach((m) => {
-        if (m.components && m.components.default && m.components.default.name) {
+        if (m.components && m.components.default && m.components.default.name) {
-          if (!['Layout', 'ParentView'].includes(m.components.default.name)) {
+          if (!['Layout', 'ParentView'].includes(m.components.default.name)) {
-            obj = { name: m.components.default.name, path: path };
+            obj = { name: m.components.default.name, path: path, query: query };
-          }
+          }
-        }
+        }
-      });
+      });
-    }
+    }
-    return store.dispatch('tagsView/delCachedView', obj).then(() => {
+    return store.dispatch('tagsView/delCachedView', obj).then(() => {
-      const { path } = obj
+      const { path, query } = obj
-      router.replace({
+      router.replace({
-        path: '/redirect' + path
+        path: '/redirect' + path,
-      })
+        query: query
-    })
+      })
-  },
+    })
-  // 关闭当前tab页签，打开新页签
+  },
-  closeOpenPage(obj) {
+  // 关闭当前tab页签，打开新页签
-    store.dispatch("tagsView/delView", router.currentRoute);
+  closeOpenPage(obj) {
-    if (obj !== undefined) {
+    store.dispatch("tagsView/delView", router.currentRoute);
-      return router.push(obj);
+    if (obj !== undefined) {
-    }
+      return router.push(obj);
-  },
+    }
-  // 关闭指定tab页签
+  },
-  closePage(obj) {
+  // 关闭指定tab页签
-    if (obj === undefined) {
+  closePage(obj) {
-      return store.dispatch('tagsView/delView', router.currentRoute).then(({ lastPath }) => {
+    if (obj === undefined) {
-        return router.push(lastPath || '/');
+      return store.dispatch('tagsView/delView', router.currentRoute).then(({ lastPath }) => {
-      });
+        return router.push(lastPath || '/');
-    }
+      });
-    return store.dispatch('tagsView/delView', obj);
+    }
-  },
+    return store.dispatch('tagsView/delView', obj);
-  // 关闭所有tab页签
+  },
-  closeAllPage() {
+  // 关闭所有tab页签
-    return store.dispatch('tagsView/delAllViews');
+  closeAllPage() {
-  },
+    return store.dispatch('tagsView/delAllViews');
-  // 关闭左侧tab页签
+  },
-  closeLeftPage(obj) {
+  // 关闭左侧tab页签
-    return store.dispatch('tagsView/delLeftTags', obj || router.currentRoute);
+  closeLeftPage(obj) {
-  },
+    return store.dispatch('tagsView/delLeftTags', obj || router.currentRoute);
-  // 关闭右侧tab页签
+  },
-  closeRightPage(obj) {
+  // 关闭右侧tab页签
-    return store.dispatch('tagsView/delRightTags', obj || router.currentRoute);
+  closeRightPage(obj) {
-  },
+    return store.dispatch('tagsView/delRightTags', obj || router.currentRoute);
-  // 关闭其他tab页签
+  },
-  closeOtherPage(obj) {
+  // 关闭其他tab页签
-    return store.dispatch('tagsView/delOthersViews', obj || router.currentRoute);
+  closeOtherPage(obj) {
-  },
+    return store.dispatch('tagsView/delOthersViews', obj || router.currentRoute);
-  // 添加tab页签
+  },
-  openPage(title, url) {
+  // 添加tab页签
-    var obj = { path: url, meta: { title: title } }
+  openPage(title, url) {
-    store.dispatch('tagsView/addView', obj);
+    var obj = { path: url, meta: { title: title } }
-    return router.push(url);
+    store.dispatch('tagsView/addView', obj);
-  },
+    return router.push(url);
-  // 修改tab页签
+  },
-  updatePage(obj) {
+  // 修改tab页签
-    return store.dispatch('tagsView/updateVisitedView', obj);
+  updatePage(obj) {
-  }
+    return store.dispatch('tagsView/updateVisitedView', obj);
-}
+  }
+}

xjs-business/xjs-business-common/src/main/java/com/xjs/consts/EsConst.java

@@ -2,6 +2,7 @@ package com.xjs.consts;
 
 /**
  * ES常量
+ *
  * @author xiejs
  * @since 2022-04-06
  */
@@ -9,5 +10,10 @@ public class EsConst {
     /**
      * sku数据在ES中的索引
      */
-    public static final String PRODUCT_INDEX = "product";
+    public static final String PRODUCT_INDEX = "xjs_product";
+
+
+    public static final int PRODUCT_PAGESIZE = 2;
+
+
 }

xjs-business/xjs-project-mall/mall-product/src/main/resources/static/index/js/catalogLoader.js

@@ -19,7 +19,7 @@ $(function(){
                         var  ctg3List=ctg2["catalog3List"];
                         var len=0;
                         $.each(ctg3List,function (i,ctg3) {
-                            var cata3link = $("<a href=\"http://search.gmall.com/list.html?catalog3Id="+ctg3.id+"\" style=\"color: #999;\">" + ctg3.name + "</a>");
+                            var cata3link = $("<a href=\"http://localhost:9986/search.html?catalog3Id="+ctg3.id+"\" style=\"color: #999;\">" + ctg3.name + "</a>");
                             li.append(cata3link);
                             len=len+1+ctg3.name.length;
                         });
@@ -40,4 +40,4 @@ $(function(){
             }
         });
     });
-});
+});

xjs-business/xjs-project-mall/mall-product/src/main/resources/templates/index.html

@@ -115,7 +115,7 @@
             <input id="searchText" type="text" placeholder=""/>
             <span style="background: url(../staticindex/img/img_12.png) 0 -1px;"></span>
             <!--<button><i class="glyphicon"></i></button>-->
-            <a href="#"><img src="index/img/img_09.png" onclick="search()"/></a>
+            <a href="javascript:search()"><img src="index/img/img_09.png" /></a>
         </div>
         <div class="header_ico">
             <div class="header_gw">
@@ -203,7 +203,7 @@
             <div class="header_main_left">
                 <ul>
                     <li th:each="category : ${categorys}">
-                        <a href="#" class="header_main_left_a" th:attr="ctg-data=${category.catId}"><b th:text="${category.name}"></b></a>
+                        <a href="http://localhost:9986/" class="header_main_left_a" th:attr="ctg-data=${category.catId}"><b th:text="${category.name}"></b></a>
                     </li>
                 </ul>
 
@@ -611,7 +611,7 @@
 <script type="text/javascript">
     function search() {
         var keyword = $("#searchText").val()
-        window.location.href = "http://search.gulimall.com/search.html?keyword=" + keyword;
+        window.location.href = "http://localhost:9986//search.html?keyword=" + keyword;
     }
 
 </script>

xjs-business/xjs-project-mall/mall-search/src/main/java/com/xjs/mall/search/controller/SearchController.java

@@ -0,0 +1,37 @@
+package com.xjs.mall.search.controller;
+
+import com.xjs.mall.search.service.MallSearchService;
+import com.xjs.mall.search.vo.SearchParam;
+import com.xjs.mall.search.vo.SearchResult;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Controller;
+import org.springframework.ui.Model;
+import org.springframework.web.bind.annotation.GetMapping;
+
+/**
+ * @author xiejs
+ * @since 2022-05-11
+ */
+@Controller
+public class SearchController {
+
+    @Autowired
+    MallSearchService mallSearchService;
+
+    /**
+     * 自动将页面提交过来的所有请求查询参数封装成指定的对象
+     *
+     * @param param 检索条件
+     * @return url
+     */
+    @GetMapping("/search.html")
+    public String listPage(SearchParam param, Model model) {
+        //1、根据传递来的页面的查询参数，去es检索商品
+        SearchResult result = mallSearchService.search(param);
+
+        model.addAttribute("result", result);
+
+        return "list";
+    }
+
+}

xjs-business/xjs-project-mall/mall-search/src/main/java/com/xjs/mall/search/service/MallSearchService.java

@@ -0,0 +1,19 @@
+package com.xjs.mall.search.service;
+
+import com.xjs.mall.search.vo.SearchParam;
+import com.xjs.mall.search.vo.SearchResult;
+
+/**
+ * @author xiejs
+ * @since 2022-05-11
+ */
+public interface MallSearchService {
+
+    /**
+     *
+     * @param searchParam 检索的所有参数
+     * @return obj
+     */
+    SearchResult search(SearchParam searchParam);
+
+}

xjs-business/xjs-project-mall/mall-search/src/main/java/com/xjs/mall/search/service/impl/MallSearchServiceImpl.java

@@ -0,0 +1,370 @@
+package com.xjs.mall.search.service.impl;
+
+import cn.hutool.core.collection.CollUtil;
+import com.alibaba.fastjson.JSON;
+import com.ruoyi.common.core.utils.StringUtils;
+import com.xjs.consts.EsConst;
+import com.xjs.mall.search.config.ElasticsearchConfig;
+import com.xjs.mall.search.service.MallSearchService;
+import com.xjs.mall.search.vo.SearchParam;
+import com.xjs.mall.search.vo.SearchResult;
+import com.xjs.mall.to.es.SkuEsModel;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.lucene.search.join.ScoreMode;
+import org.elasticsearch.action.search.SearchRequest;
+import org.elasticsearch.action.search.SearchResponse;
+import org.elasticsearch.client.RestHighLevelClient;
+import org.elasticsearch.index.query.BoolQueryBuilder;
+import org.elasticsearch.index.query.NestedQueryBuilder;
+import org.elasticsearch.index.query.QueryBuilders;
+import org.elasticsearch.index.query.RangeQueryBuilder;
+import org.elasticsearch.search.SearchHit;
+import org.elasticsearch.search.SearchHits;
+import org.elasticsearch.search.aggregations.AggregationBuilders;
+import org.elasticsearch.search.aggregations.bucket.MultiBucketsAggregation;
+import org.elasticsearch.search.aggregations.bucket.nested.NestedAggregationBuilder;
+import org.elasticsearch.search.aggregations.bucket.nested.ParsedNested;
+import org.elasticsearch.search.aggregations.bucket.terms.ParsedLongTerms;
+import org.elasticsearch.search.aggregations.bucket.terms.ParsedStringTerms;
+import org.elasticsearch.search.aggregations.bucket.terms.Terms;
+import org.elasticsearch.search.aggregations.bucket.terms.TermsAggregationBuilder;
+import org.elasticsearch.search.builder.SearchSourceBuilder;
+import org.elasticsearch.search.fetch.subphase.highlight.HighlightBuilder;
+import org.elasticsearch.search.fetch.subphase.highlight.HighlightField;
+import org.elasticsearch.search.sort.SortOrder;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/**
+ * 商城检索service
+ *
+ * @author xiejs
+ * @since 2022-05-11
+ */
+@Service
+@Slf4j
+public class MallSearchServiceImpl implements MallSearchService {
+
+    @Autowired
+    private RestHighLevelClient client;
+
+    @Override
+    public SearchResult search(SearchParam searchParam) {
+        //动态构建查询需要的DSL语句
+
+        //1、准备检索请求
+        SearchRequest searchRequest = this.buildSearchRequest(searchParam);
+
+        SearchResult searchResult = null;
+
+        try {
+            //2、执行检索请求
+            SearchResponse response = client.search(searchRequest, ElasticsearchConfig.COMMON_OPTIONS);
+
+            //3、分析响应数据封装成需要的数据
+            searchResult = this.buildSearchResult(response,searchParam);
+
+
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+
+        return searchResult;
+    }
+
+    /**
+     * 构建请求数据
+     *
+     * @return 请求数据
+     */
+    private SearchRequest buildSearchRequest(SearchParam searchParam) {
+        //构建DSL语句
+        SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
+
+        //模糊匹配，过滤（按照属性、分类、品牌、价格区间、库存）
+
+        //1、构建bool-query
+        BoolQueryBuilder boolQuery = QueryBuilders.boolQuery();
+
+        //1.1、must模糊匹配
+        if (!StringUtils.isEmpty(searchParam.getKeyword())) {
+            boolQuery.must(QueryBuilders.matchQuery("skuTitle", searchParam.getKeyword()));
+        }
+
+        //1.2、bool-filter 按照三级分类id查询
+        if (searchParam.getCatalog3Id() != null) {
+            boolQuery.filter(QueryBuilders.termQuery("catalogId", searchParam.getCatalog3Id()));
+        }
+
+        //1.2、bool-filter 按照品牌id查询
+        if (CollUtil.isNotEmpty(searchParam.getBrandId())) {
+            boolQuery.filter(QueryBuilders.termQuery("brandId", searchParam.getBrandId()));
+        }
+
+        //1.2、bool-filter 按照是否有库存查询
+        boolQuery.filter(QueryBuilders.termQuery("hasStock", searchParam.getHasStock() == 1));
+
+        //1.2、bool-filter 按照价格区间查询
+        if (StringUtils.isNotEmpty(searchParam.getSkuPrice())) {
+            RangeQueryBuilder rangeQuery = QueryBuilders.rangeQuery("skuPrice");
+            String[] split = searchParam.getSkuPrice().split("_");
+            if (split.length == 2) {
+                //区间
+                rangeQuery.gte(split[0]).lte(split[1]);
+            } else if (split.length == 1) {
+                if (searchParam.getSkuPrice().startsWith("_")) {
+                    rangeQuery.lte(split[0]);
+                }
+                if (searchParam.getSkuPrice().endsWith("_")) {
+                    rangeQuery.gt(split[0]);
+                }
+            }
+
+
+            boolQuery.filter(rangeQuery);
+        }
+
+        //1.2、bool-filter 按照所有指定的属性查询
+        if (CollUtil.isNotEmpty(searchParam.getAttrs())) {
+
+            for (String attrStr : searchParam.getAttrs()) {
+                BoolQueryBuilder nestedBoolQuery = QueryBuilders.boolQuery();
+
+                String[] split = attrStr.split("_");
+                String attrId = split[0];   //检索的属性id
+                String[] attrValues = split[1].split(";");  //属性的检索用的值
+                nestedBoolQuery.must(QueryBuilders.termQuery("attrs.attrId", attrId));
+                nestedBoolQuery.must(QueryBuilders.termQuery("attrs.attrValue", attrValues));
+
+                //每一个必须都得生成一个nested查询
+                NestedQueryBuilder nestedQuery = QueryBuilders.nestedQuery("attrs", nestedBoolQuery, ScoreMode.None);
+                boolQuery.filter(nestedQuery);
+            }
+        }
+
+        sourceBuilder.query(boolQuery);
+
+
+        //排序、分页、高亮
+
+        //2.1、排序
+        String sort = searchParam.getSort();
+        if (StringUtils.isNotEmpty(sort)) {
+            String[] split = sort.split("_");
+            SortOrder order = split[1].equalsIgnoreCase("asc") ? SortOrder.ASC : SortOrder.DESC;
+            sourceBuilder.sort(split[0], order);
+        }
+
+        //2.2、分页
+        sourceBuilder.from((searchParam.getPageNum() - 1) * EsConst.PRODUCT_PAGESIZE);
+        sourceBuilder.size(EsConst.PRODUCT_PAGESIZE);
+
+        //2.3、高亮
+        if (StringUtils.isNotEmpty(searchParam.getKeyword())) {
+            HighlightBuilder highlightBuilder = new HighlightBuilder();
+            highlightBuilder.field("skuTitle");
+            highlightBuilder.preTags("<b style='color:red'>");
+            highlightBuilder.postTags("</b>");
+            sourceBuilder.highlighter(highlightBuilder);
+        }
+
+
+        //聚合分析
+
+        //1. 按照品牌进行聚合
+        TermsAggregationBuilder brand_agg = AggregationBuilders.terms("brand_agg");
+        brand_agg.field("brandId").size(50);
+
+        //1.1 品牌的子聚合-品牌名聚合
+        brand_agg.subAggregation(AggregationBuilders.terms("brand_name_agg").field("brandName").size(1));
+        //1.2 品牌的子聚合-品牌图片聚合
+        brand_agg.subAggregation(AggregationBuilders.terms("brand_img_agg").field("brandImg").size(1));
+        sourceBuilder.aggregation(brand_agg);
+
+        //2. 按照分类信息进行聚合
+        TermsAggregationBuilder catalog_agg = AggregationBuilders.terms("catalog_agg");
+        catalog_agg.field("catalogId").size(20);
+        catalog_agg.subAggregation(AggregationBuilders.terms("catalog_name_agg").field("catalogName").size(1));
+        sourceBuilder.aggregation(catalog_agg);
+
+        // 3. 按照属性信息进行聚合
+        NestedAggregationBuilder attr_agg = AggregationBuilders.nested("attr_agg", "attrs");
+        //3.1 按照属性ID进行聚合
+        TermsAggregationBuilder attr_id_agg = AggregationBuilders.terms("attr_id_agg").field("attrs.attrId");
+        attr_agg.subAggregation(attr_id_agg);
+        //3.1.1 在每个属性ID下，按照属性名进行聚合
+        attr_id_agg.subAggregation(AggregationBuilders.terms("attr_name_agg").field("attrs.attrName").size(1));
+        //3.1.2 在每个属性ID下，按照属性值进行聚合
+        attr_id_agg.subAggregation(AggregationBuilders.terms("attr_value_agg").field("attrs.attrValue").size(50));
+        sourceBuilder.aggregation(attr_agg);
+
+        log.info(sourceBuilder.toString());
+
+        return new SearchRequest(new String[]{EsConst.PRODUCT_INDEX}, sourceBuilder);
+    }
+
+    /**
+     * 构建结果数据
+     *
+     * @param response 返回数据
+     * @return 返回数据
+     */
+    private SearchResult buildSearchResult(SearchResponse response, SearchParam param) {
+        SearchResult result = new SearchResult();
+
+        //1、返回的所有查询到的商品
+        SearchHits hits = response.getHits();
+
+        List<SkuEsModel> esModels = new ArrayList<>();
+        //遍历所有商品信息
+        if (hits.getHits() != null && hits.getHits().length > 0) {
+            for (SearchHit hit : hits.getHits()) {
+                String sourceAsString = hit.getSourceAsString();
+                SkuEsModel esModel = JSON.parseObject(sourceAsString, SkuEsModel.class);
+
+                //判断是否按关键字检索，若是就显示高亮，否则不显示
+                if (!StringUtils.isEmpty(param.getKeyword())) {
+                    //拿到高亮信息显示标题
+                    HighlightField skuTitle = hit.getHighlightFields().get("skuTitle");
+                    String skuTitleValue = skuTitle.getFragments()[0].string();
+                    esModel.setSkuTitle(skuTitleValue);
+                }
+                esModels.add(esModel);
+            }
+        }
+        result.setProducts(esModels);
+
+        //2、当前商品涉及到的所有属性信息
+        List<SearchResult.AttrVo> attrVos = new ArrayList<>();
+        //获取属性信息的聚合
+        ParsedNested attrsAgg = response.getAggregations().get("attr_agg");
+        ParsedLongTerms attrIdAgg = attrsAgg.getAggregations().get("attr_id_agg");
+        for (Terms.Bucket bucket : attrIdAgg.getBuckets()) {
+            SearchResult.AttrVo attrVo = new SearchResult.AttrVo();
+            //1、得到属性的id
+            long attrId = bucket.getKeyAsNumber().longValue();
+            attrVo.setAttrId(attrId);
+
+            //2、得到属性的名字
+            ParsedStringTerms attrNameAgg = bucket.getAggregations().get("attr_name_agg");
+            String attrName = attrNameAgg.getBuckets().get(0).getKeyAsString();
+            attrVo.setAttrName(attrName);
+
+            //3、得到属性的所有值
+            ParsedStringTerms attrValueAgg = bucket.getAggregations().get("attr_value_agg");
+            List<String> attrValues = attrValueAgg.getBuckets().stream().map(MultiBucketsAggregation.Bucket::getKeyAsString).collect(Collectors.toList());
+            attrVo.setAttrValue(attrValues);
+
+            attrVos.add(attrVo);
+        }
+
+        result.setAttrs(attrVos);
+
+        //3、当前商品涉及到的所有品牌信息
+        List<SearchResult.BrandVo> brandVos = new ArrayList<>();
+        //获取到品牌的聚合
+        ParsedLongTerms brandAgg = response.getAggregations().get("brand_agg");
+        for (Terms.Bucket bucket : brandAgg.getBuckets()) {
+            SearchResult.BrandVo brandVo = new SearchResult.BrandVo();
+
+            //1、得到品牌的id
+            long brandId = bucket.getKeyAsNumber().longValue();
+            brandVo.setBrandId(brandId);
+
+            //2、得到品牌的名字
+            ParsedStringTerms brandNameAgg = bucket.getAggregations().get("brand_name_agg");
+            String brandName = brandNameAgg.getBuckets().get(0).getKeyAsString();
+            brandVo.setBrandName(brandName);
+
+            //3、得到品牌的图片
+            ParsedStringTerms brandImgAgg = bucket.getAggregations().get("brand_img_agg");
+            String brandImg = brandImgAgg.getBuckets().get(0).getKeyAsString();
+            brandVo.setBrandImg(brandImg);
+
+            brandVos.add(brandVo);
+        }
+        result.setBrands(brandVos);
+
+        //4、当前商品涉及到的所有分类信息
+        //获取到分类的聚合
+        List<SearchResult.CatalogVo> catalogVos = new ArrayList<>();
+        ParsedLongTerms catalogAgg = response.getAggregations().get("catalog_agg");
+        for (Terms.Bucket bucket : catalogAgg.getBuckets()) {
+            SearchResult.CatalogVo catalogVo = new SearchResult.CatalogVo();
+            //得到分类id
+            String keyAsString = bucket.getKeyAsString();
+            catalogVo.setCatalogId(Long.parseLong(keyAsString));
+
+            //得到分类名
+            ParsedStringTerms catalogNameAgg = bucket.getAggregations().get("catalog_name_agg");
+            String catalogName = catalogNameAgg.getBuckets().get(0).getKeyAsString();
+            catalogVo.setCatalogName(catalogName);
+            catalogVos.add(catalogVo);
+        }
+
+        result.setCatalogs(catalogVos);
+        //===============以上可以从聚合信息中获取====================//
+
+        //5、分页信息-页码
+        result.setPageNum(param.getPageNum());
+        //5、1分页信息、总记录数
+        long total = hits.getTotalHits().value;
+        result.setTotal(total);
+
+        //5、2分页信息-总页码-计算
+        int totalPages = (int) total % EsConst.PRODUCT_PAGESIZE == 0 ?
+                (int) total / EsConst.PRODUCT_PAGESIZE : ((int) total / EsConst.PRODUCT_PAGESIZE + 1);
+        result.setTotalPages(totalPages);
+
+        List<Integer> pageNavs = new ArrayList<>();
+        for (int i = 1; i <= totalPages; i++) {
+            pageNavs.add(i);
+        }
+        result.setPageNavs(pageNavs);
+
+        //6、构建面包屑导航
+        /*if (param.getAttrs() != null && param.getAttrs().size() > 0) {
+            List<SearchResult.NavVo> collect = param.getAttrs().stream().map(attr -> {
+                //1、分析每一个attrs传过来的参数值
+                SearchResult.NavVo navVo = new SearchResult.NavVo();
+                String[] s = attr.split("_");
+                navVo.setNavValue(s[1]);
+                R r = productFeignService.attrInfo(Long.parseLong(s[0]));
+                if (r.getCode() == 0) {
+                    AttrResponseVo data = r.getData("attr", new TypeReference<AttrResponseVo>() {
+                    });
+                    navVo.setNavName(data.getAttrName());
+                } else {
+                    navVo.setNavName(s[0]);
+                }
+
+                //2、取消了这个面包屑以后，我们要跳转到哪个地方，将请求的地址url里面的当前置空
+                //拿到所有的查询条件，去掉当前
+                String encode = null;
+                try {
+                    encode = URLEncoder.encode(attr, "UTF-8");
+                    encode.replace("+", "%20");  //浏览器对空格的编码和Java不一样，差异化处理
+                } catch (UnsupportedEncodingException e) {
+                    e.printStackTrace();
+                }
+                String replace = param.get_queryString().replace("&attrs=" + attr, "");
+                navVo.setLink("http://search.gulimall.com/list.html?" + replace);
+
+                return navVo;
+            }).collect(Collectors.toList());
+
+            result.setNavs(collect);
+        }*/
+
+        log.info(result.toString());
+
+        return result;
+    }
+
+
+}

xjs-business/xjs-project-mall/mall-search/src/main/java/com/xjs/mall/search/vo/SearchParam.java

@@ -0,0 +1,64 @@
+package com.xjs.mall.search.vo;
+
+import lombok.Data;
+
+import java.util.List;
+
+/**
+ * es 检索条件实体
+ *
+ * @author xiejs
+ * @since 2022-05-11
+ */
+@Data
+public class SearchParam {
+
+    /**
+     * 页面传递的全文匹配关键字
+     */
+    private String keyword;
+
+    /**
+     * 三级分类id
+     */
+    private Long catalog3Id;
+
+    /**
+     * 排序条件 saleCount_asc/desc   skuPrice_asc/desc   hotScore_asc/desc
+     */
+    private String sort;
+
+
+    /**
+     * 过滤条件
+     * hasStock(是否有货) 、skuPrice区间 、 brandId 、 catalog3Id 、 attrs
+     */
+
+
+    /**
+     * 是否只显示有货(0:无库存 1:有库存)
+     */
+    private Integer hasStock = 1;
+
+    /**
+     * 价格区间查询
+     */
+    private String skuPrice;
+
+    /**
+     * 品牌id
+     */
+    private List<Long> brandId;
+
+    /**
+     * 按照属性进行筛选
+     */
+    private List<String> attrs;
+
+    /**
+     * 页码
+     */
+    private Integer pageNum = 1;
+
+
+}

xjs-business/xjs-project-mall/mall-search/src/main/java/com/xjs/mall/search/vo/SearchResult.java

@@ -0,0 +1,120 @@
+package com.xjs.mall.search.vo;
+
+import com.xjs.mall.to.es.SkuEsModel;
+import lombok.Data;
+
+import java.util.List;
+
+/**
+ * 检索响应信息实体
+ *
+ * @author xiejs
+ * @since 2022-05-11
+ */
+@Data
+public class SearchResult {
+
+    /**
+     * 查询到的所有商品信息
+     */
+    private List<SkuEsModel> products;
+
+    /**
+     * 当前页面
+     */
+    private Integer pageNum;
+
+    /**
+     * 总数
+     */
+    private Long total;
+
+    /**
+     * 总页码
+     */
+    private Integer totalPages;
+
+    /**
+     * 当前结果查询的所有品牌
+     */
+    private List<BrandVo> brands;
+
+    /**
+     * 当前结果查询的所有属性
+     */
+    private List<AttrVo> attrs;
+
+    /**
+     * 当前结果查询的所有分类
+     */
+    private List<CatalogVo> catalogs;
+
+    private List<Integer> pageNavs;
+
+    //================以上是返回给页面的所有信息=========================
+
+    /* 面包屑导航数据 */
+    private List<NavVo> navs;
+
+    @Data
+    public static class NavVo {
+        private String navName;
+        private String navValue;
+        private String link;
+    }
+
+
+    @Data
+    public static class BrandVo {
+        /**
+         * 品牌id
+         */
+        private Long brandId;
+
+        /**
+         * 品牌名
+         */
+        private String brandName;
+
+        /**
+         * 品牌logo
+         */
+        private String brandImg;
+    }
+
+    @Data
+    public static class AttrVo {
+
+        /**
+         * 属性id
+         */
+        private Long attrId;
+
+        /**
+         * 属性名
+         */
+        private String attrName;
+
+        /**
+         * 属性值
+         */
+        private List<String> attrValue;
+    }
+
+    @Data
+    public static class CatalogVo {
+
+        /**
+         * 分类ID
+         */
+        private Long catalogId;
+
+        /**
+         * 分类名称
+         */
+        private String catalogName;
+
+    }
+
+
+}

xjs-business/xjs-project-mall/mall-search/src/main/resources/es/DSL.json

@@ -0,0 +1,99 @@
+{
+  "query": {
+    "bool": {
+      "must": [ {"match": {  "skuTitle": "华为" }} ],
+      "filter": [
+        { "term": { "catalogId": "225" } },
+        { "terms": {"brandId": [ "2"] } },
+        { "term": { "hasStock": "false"} },
+        {
+          "range": {
+            "skuPrice": {
+              "gte": 1000,
+              "lte": 7000
+            }
+          }
+        },
+        {
+          "nested": {
+            "path": "attrs",
+            "query": {
+              "bool": {
+                "must": [
+                  {
+                    "term": { "attrs.attrId": { "value": "6"} }
+                  }
+                ]
+              }
+            }
+          }
+        }
+      ]
+    }
+  },
+  "sort": [ {"skuPrice": {"order": "desc" } } ],
+  "from": 0,
+  "size": 5,
+  "highlight": {
+    "fields": {"skuTitle": {}},
+    "pre_tags": "<b style='color:red'>",
+    "post_tags": "</b>"
+  },
+  "aggs": {
+    "brandAgg": {
+      "terms": {
+        "field": "brandId",
+        "size": 10
+      },
+      "aggs": {
+        "brandNameAgg": {
+          "terms": {
+            "field": "brandName",
+            "size": 10
+          }
+        },
+
+        "brandImgAgg": {
+          "terms": {
+            "field": "brandImg",
+            "size": 10
+          }
+        }
+
+      }
+    },
+    "catalogAgg":{
+      "terms": {
+        "field": "catalogId",
+        "size": 10
+      },
+      "aggs": {
+        "catalogNameAgg": {
+          "terms": {
+            "field": "catalogName",
+            "size": 10
+          }
+        }
+      }
+    },
+    "attrs":{
+      "nested": {"path": "attrs" },
+      "aggs": {
+        "attrIdAgg": {
+          "terms": {
+            "field": "attrs.attrId",
+            "size": 10
+          },
+          "aggs": {
+            "attrNameAgg": {
+              "terms": {
+                "field": "attrs.attrName",
+                "size": 10
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+}

xjs-business/xjs-project-mall/mall-search/src/main/resources/es/product-mapping.json

@@ -15,14 +15,12 @@
         "type": "keyword"
       },
       "skuImg": {
-        "type": "keyword",
+        "type": "keyword"
-        "index": false,
-        "doc_values": false
       },
       "saleCount": {
         "type": "long"
       },
-      "hasStock": {
+      "hosStock": {
         "type": "boolean"
       },
       "hotScore": {
@@ -34,19 +32,14 @@
       "catalogId": {
         "type": "long"
       },
-      "catalogName": {
-        "type": "text",
-        "analyzer": "ik_smart"
-      },
       "brandName": {
-        "type": "keyword",
+        "type": "keyword"
-        "index": false,
-        "doc_values": false
       },
       "brandImg": {
-        "type": "keyword",
+        "type": "keyword"
-        "index": false,
+      },
-        "doc_values": true
+      "catalogName": {
+        "type": "keyword"
       },
       "attrs": {
         "type": "nested",
@@ -55,9 +48,7 @@
             "type": "long"
           },
           "attrName": {
-            "type": "keyword",
+            "type": "keyword"
-            "index": false,
-            "doc_values": false
           },
           "attrValue": {
             "type": "keyword"