模糊搜索支持资源位

hugufei
Commit c6f733236f6f53bf6413f56786326764e1378419 1 parent a9e851f7
Showing 5 changed files with 324 additions and 125 deletions
service/src/main/java/com/yoho/search/service/helper/ProductListHelper.java
service/src/main/java/com/yoho/search/service/index/CsSearchResourceFuzzyIndexBaseService.java
service/src/main/java/com/yoho/search/service/scene/general/CsSearchResourceService.java
service/src/main/java/com/yoho/search/service/scene/pages/FuzzySceneService.java
service/src/main/java/com/yoho/search/service/scene/shopbrand/ShopListFuzzyService.java
--- a/service/src/main/java/com/yoho/search/service/helper/ProductListHelper.java
View file @c6f7332
+++ b/service/src/main/java/com/yoho/search/service/helper/ProductListHelper.java
View file @c6f7332
@@ -3,6 +3,7 @@ package com.yoho.search.service.helper;
 import com.alibaba.fastjson.JSONObject;
 import com.yoho.search.aop.productlist.ProductListWithSkn;
 import com.yoho.search.base.utils.ProductIndexEsField;
+import com.yoho.search.common.SearchRequestParams;
 import com.yoho.search.core.es.model.SearchParam;
 import com.yoho.search.core.es.model.SearchResult;
 import com.yoho.search.service.index.*;
@@ -10,7 +11,6 @@ import com.yoho.search.service.index.promotion.PromotionIndexBaseService;
 import com.yoho.search.service.index.promotion.PromotionPriceService;
 import com.yoho.search.service.recall.strategy.NotRecallTypeEnum;
 import org.apache.commons.collections.MapUtils;
-import org.apache.commons.lang.StringUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Component;
@@ -60,19 +60,19 @@ public class ProductListHelper {
     private SearchParam innerBuildProductListSearchParam(Map<String, String> paramMap, boolean needPersional, boolean containPhrase) throws Exception {
         // 1）验证查询条数
-        int pageSize = StringUtils.isBlank(paramMap.get("viewNum")) ? 10 : Integer.parseInt(paramMap.get("viewNum"));
-        int page = StringUtils.isBlank(paramMap.get("page")) ? 1 : Integer.parseInt(paramMap.get("page"));
-        if (page < 1 || pageSize < 0) {
+        int page = MapUtils.getIntValue(paramMap,SearchRequestParams.PARAM_SEARCH_PAGE,1);
+        int viewNum = MapUtils.getIntValue(paramMap, SearchRequestParams.PARAM_SEARCH_VIEWNUM,20);
+        if (page < 1 || viewNum < 0) {
             throw new IllegalArgumentException("分页参数不合法");
         }
-        if (pageSize > 100) {
-            pageSize = 100;
+        if (viewNum > 100) {
+            viewNum = 100;
         }
         // 2)构建基本查询参数
         SearchParam searchParam = searchParamHelper.buildWithPersional(paramMap, needPersional);
         searchParam.setAggregationBuilders(null);
-        searchParam.setSize(pageSize);
-        searchParam.setOffset((page - 1) * pageSize);
+        searchParam.setSize(viewNum);
+        searchParam.setOffset((page - 1) * viewNum);
         // 3）设置排序字段
         searchParam.setSortBuilders(searchSortHelper.buildSortList(paramMap));
         // 4)设置返回的结果
--- a/service/src/main/java/com/yoho/search/service/index/CsSearchResourceFuzzyIndexBaseService.java 0 → 100644
View file @c6f7332
+++ b/service/src/main/java/com/yoho/search/service/index/CsSearchResourceFuzzyIndexBaseService.java 0 → 100644
View file @c6f7332
+package com.yoho.search.service.index;
+
+import com.google.common.cache.CacheBuilder;
+import com.google.common.cache.CacheLoader;
+import com.google.common.cache.LoadingCache;
+import com.yoho.search.base.utils.DateUtil;
+import com.yoho.search.base.utils.ISearchConstants;
+import com.yoho.search.common.SearchCommonService;
+import com.yoho.search.common.utils.ImageUrlAssist;
+import com.yoho.search.core.es.model.SearchParam;
+import com.yoho.search.core.es.model.SearchResult;
+import org.apache.commons.collections.CollectionUtils;
+import org.apache.commons.collections.MapUtils;
+import org.elasticsearch.index.query.BoolQueryBuilder;
+import org.elasticsearch.index.query.QueryBuilders;
+import org.elasticsearch.search.sort.SortBuilder;
+import org.elasticsearch.search.sort.SortBuilders;
+import org.elasticsearch.search.sort.SortOrder;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+
+import java.util.*;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+
+@Service
+public class CsSearchResourceFuzzyIndexBaseService {
+
+    private final Logger logger = LoggerFactory.getLogger(this.getClass());
+
+    @Autowired
+    private SearchCommonService searchCommonService;
+
+    //Guava Cache
+    private LoadingCache<String, List<Map<String, Object>>> fuzzySearchResourceCache = CacheBuilder.newBuilder()
+            .maximumSize(100).expireAfterWrite(3, TimeUnit.MINUTES).build(new CacheLoader<String, List<Map<String, Object>>>() {
+                public List<Map<String, Object>> load(String key) {
+                    return queryValidFuzzySearchResourceFromEs(1000);
+                }
+            });
+
+    private List<Map<String, Object>> queryValidFuzzySearchResourceFromEs(int limit) {
+        try {
+            SearchParam searchParam = new SearchParam();
+
+            //1、设置filter
+            BoolQueryBuilder filter = QueryBuilders.boolQuery();
+            long current = DateUtil.getCurrentTimeSecond();
+            filter.must(QueryBuilders.rangeQuery("beginTime").lte(current));
+            filter.must(QueryBuilders.rangeQuery("endTime").gte(current));
+            searchParam.setFiter(filter);
+
+            //2、设置分页参数
+            searchParam.setOffset(0);
+            searchParam.setSize(limit);
+
+            //3、设置排序字段
+            List<SortBuilder<?>> sortBuilder = new ArrayList<>();
+            sortBuilder.add(SortBuilders.fieldSort("orderBy").order(SortOrder.DESC));
+            sortBuilder.add(SortBuilders.fieldSort("id").order(SortOrder.DESC));
+            searchParam.setSortBuilders(sortBuilder);
+
+            //4、执行搜索
+            SearchResult searchResult = searchCommonService.doSearch(ISearchConstants.INDEX_NAME_CS_SEARCH_RESOURCE_FUZZY, searchParam);
+
+            //5、构造返回结果
+            List<Map<String, Object>> results = searchResult.getResultList();
+            if (CollectionUtils.isEmpty(results)) {
+                return new ArrayList<>();
+            }
+            List<Map<String, Object>> resultList = new ArrayList<>();
+            for (Map<String, Object> esMap : results) {
+                resultList.add(this.getResourceMap(esMap));
+            }
+            return resultList;
+        } catch (Exception e) {
+            logger.error(e.getMessage());
+            return new ArrayList<>();
+        }
+    }
+
+    private Map<String, Object> getResourceMap(Map<String, Object> esMap) {
+        Map<String, Object> map = new HashMap<>();
+        map.put("id", MapUtils.getIntValue(esMap, "id"));
+        map.put("keyword", MapUtils.getString(esMap, "keyword",""));
+        map.put("link_url", MapUtils.getString(esMap, "linkUrl", ""));
+        String image = ImageUrlAssist.getAllProductPicUrl(MapUtils.getString(esMap, "image", ""), "goodsimg", "center", "d2hpdGU=");
+        map.put("image", image);
+        return map;
+    }
+
+    public List<Map<String, Object>> queryFuzzySearchResourcesByKeyWord(String keyword){
+        try {
+            List<Map<String, Object>> cacheResult = fuzzySearchResourceCache.get("DEFAULT");
+            return cacheResult.stream().filter(resource->{
+                if(MapUtils.getString(resource,"keyword").equalsIgnoreCase(keyword)){
+                    return true;
+                }else{
+                    return false;
+                }
+            }).collect(Collectors.toList());
+        } catch (Exception e) {
+            logger.error(e.getMessage(), e);
+            return new ArrayList<>(0);
+        }
+    }
+
+}
--- a/service/src/main/java/com/yoho/search/service/scene/general/CsSearchResourceService.java
View file @c6f7332
+++ b/service/src/main/java/com/yoho/search/service/scene/general/CsSearchResourceService.java
View file @c6f7332
@@ -4,8 +4,11 @@ import com.alibaba.fastjson.JSONObject;
 import com.yoho.search.base.utils.ConvertUtils;
 import com.yoho.search.base.utils.SearchCollectionUtils;
 import com.yoho.search.common.SearchDynamicConfigService;
+import com.yoho.search.common.SearchRequestParams;
 import com.yoho.search.common.utils.ABUserPartitionUtils;
+import com.yoho.search.core.es.model.SearchParam;
 import com.yoho.search.service.helper.SearchCommonHelper;
+import com.yoho.search.service.index.CsSearchResourceFuzzyIndexBaseService;
 import com.yoho.search.service.index.CsSearchResourceIndexBaseService;
 import org.apache.commons.collections.MapUtils;
 import org.slf4j.Logger;
@@ -15,7 +18,6 @@ import org.springframework.stereotype.Component;
 import org.springframework.util.CollectionUtils;
 import java.util.ArrayList;
-import java.util.Collections;
 import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
@@ -28,6 +30,9 @@ public class CsSearchResourceService {
     @Autowired
     private CsSearchResourceIndexBaseService csSearchResourceIndexBaseService;
     @Autowired
+    private CsSearchResourceFuzzyIndexBaseService searchResourceFuzzyIndexBaseService;
+
+    @Autowired
     private SearchCommonHelper searchCommonHelper;
     @Autowired
     private ABUserPartitionUtils abUserPartitionUtils;
@@ -119,8 +124,8 @@ public class CsSearchResourceService {
             return new ArrayList<>();
         }
         int[] index = new int[countPerSize];
-        index[0] = viewNum / 4;
-        index[1] = viewNum * 3 / 4;
+        index[0] = viewNum * 1/4;
+        index[1] = viewNum * 3/4;
         for (int i = 0; i < subResourceList.size(); i++) {
             subResourceList.get(i).put("index", index[i]);
         }
@@ -129,4 +134,10 @@ public class CsSearchResourceService {
         return subResourceList;
     }
+    //获取全部的资源位直通车
+    public List<Map<String, Object>> queryAllFuzzySearchResource(Map<String, String> paramMap) {
+        String keyword = MapUtils.getString(paramMap, SearchRequestParams.PARAM_SEARCH_QUERY,"");
+        return searchResourceFuzzyIndexBaseService.queryFuzzySearchResourcesByKeyWord(keyword);
+    }
+
 }
--- a/service/src/main/java/com/yoho/search/service/scene/pages/FuzzySceneService.java
View file @c6f7332
+++ b/service/src/main/java/com/yoho/search/service/scene/pages/FuzzySceneService.java
View file @c6f7332
@@ -2,6 +2,7 @@ package com.yoho.search.service.scene.pages;
 import com.alibaba.fastjson.JSONArray;
 import com.alibaba.fastjson.JSONObject;
+import com.yoho.search.base.utils.JsonUtil;
 import com.yoho.search.base.utils.SearchCollectionUtils;
 import com.yoho.search.base.utils.SearchPageIdDefine;
 import com.yoho.search.common.SearchDynamicConfigService;
@@ -10,11 +11,12 @@ import com.yoho.search.common.utils.SearchApiResultUtils;
 import com.yoho.search.models.SearchApiResult;
 import com.yoho.search.service.helper.SearchCommonHelper;
 import com.yoho.search.service.helper.SearchKeyWordHelper;
+import com.yoho.search.service.scene.general.CsSearchResourceService;
 import com.yoho.search.service.scene.pages.entrance.ProductListSwitchService;
 import com.yoho.search.service.scene.pages.selections.PageAggregationHelper;
 import com.yoho.search.service.scene.pages.selections.PageSelectionsBrandsService;
 import com.yoho.search.service.scene.pages.selections.PageSelectionsService;
-import com.yoho.search.service.scene.shopbrand.ShopListService;
+import com.yoho.search.service.scene.shopbrand.ShopListFuzzyService;
 import com.yoho.search.service.scene.suggest.RecommendWordsService;
 import org.apache.commons.collections.MapUtils;
 import org.apache.commons.lang.StringUtils;
@@ -22,9 +24,11 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
-import org.springframework.util.CollectionUtils;
-import java.util.*;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
@@ -52,7 +56,10 @@ public class FuzzySceneService extends AbstractPageSceneService {
     @Autowired
     private ProductListSwitchService productListSwitchService;
     @Autowired
-    private ShopListService shopListService;
+    private ShopListFuzzyService shopListFuzzyService;
+    @Autowired
+    private CsSearchResourceService csSearchResourceService;
+
     private ExecutorService executor = Executors.newFixedThreadPool(20);
@@ -82,6 +89,7 @@ public class FuzzySceneService extends AbstractPageSceneService {
             if (StringUtils.isBlank(paramMap.get(SearchRequestParams.PARAM_SEARCH_QUERY))) {
                 return new SearchApiResult().setCode(400).setMessage("请传query参数");
             }
+
             // 2、添加默认参数
             this.addParamsToParamMap(paramMap);
@@ -94,8 +102,8 @@ public class FuzzySceneService extends AbstractPageSceneService {
             // 5、获取促销专题
             //CompletableFuture<SearchApiResult> promotionsFuture = CompletableFuture.supplyAsync(() -> pageAggregationHelper.sceneAggPromotion(this.newParamMap(paramMap)), executor);
-            // 6、获取店铺结果
-            CompletableFuture<SearchApiResult> shopsFuture = CompletableFuture.supplyAsync(() -> shopListService.searchShopList(convertParamMap(paramMap)), executor);
+            // 6、获取店铺查询结果
+            CompletableFuture<JSONObject> shopsFuture = CompletableFuture.supplyAsync(() -> shopListFuzzyService.queryShopListForFuzzyScene(this.newParamMap(paramMap)), executor);
             // 7、加入建议词
             SearchApiResult productListResult = productListuture.get();
@@ -116,129 +124,87 @@ public class FuzzySceneService extends AbstractPageSceneService {
             //SearchApiResult promotions = promotionsFuture.get();
             //dataMap.put(RECOMMEND_PROMOTION_LIST, pageAggregationHelper.subRecommendPromotions(promotions.getData(), this.getPage(paramMap), 1));
-            // 11、处理店铺结果
-            SearchApiResult shops = shopsFuture.get();
-            dealShopListResult(shops, dataMap, paramMap);
+            // 11、获取全部的资源位直通车
+            List<Map<String, Object>> allFuzzySearchResource = csSearchResourceService.queryAllFuzzySearchResource(paramMap);
-            // 12、返回最终结果
+            // 12、处理资源位和店铺分页
+            dealPageData(paramMap, allFuzzySearchResource, shopsFuture, dataMap);
+
+            // 13、返回最终结果
             return productListResult;
         } catch (Exception e) {
             return SearchApiResultUtils.errorSearchApiResult(logger, paramMap, e);
         }
     }
-    private Map<String, String> convertParamMap(Map<String, String> paramMap) {
-        String query = paramMap.get(SearchRequestParams.PARAM_SEARCH_QUERY);
-        Map<String, String> newMap = new HashMap<>(paramMap);
-        newMap.put(SearchRequestParams.PARAM_SEARCH_SHOPS_KEYWORD, query);
-        return newMap;
-    }
-
-    /**
-     * 处理shopList节点
-     *
-     * @param shops
-     * @param dataMap
-     * @param paramMap
-     */
-    private void dealShopListResult(SearchApiResult shops, JSONObject dataMap, Map<String, String> paramMap) {
-        // 1、参数检测
-        dataMap.put("shop_list", Collections.emptyList());
-        dataMap.put("shop_list_page", Collections.emptyList());
-        if (shops == null) {
-            return;
-        }
-        JSONObject jsonObject = (JSONObject) shops.getData();
-        if (jsonObject == null) {
-            return;
-        }
-        JSONArray jsonArray = jsonObject.getJSONArray("shop_list");
-        if (CollectionUtils.isEmpty(jsonArray)) {
-            return;
-        }
-
-        // 2、第一个数据或ufo数据放shop_list节点，放在前面
-        List<JSONObject> tempFirstShopList = new ArrayList<>();
-        List<JSONObject> tempOtherShopList = new ArrayList<>();
-        for (int i = 0; i < jsonArray.size(); i++) {
-            JSONObject subJsonObject = jsonArray.getJSONObject(i);
-            if (i == 0 || MapUtils.getObject(subJsonObject, "ufo_brand") != null) {
-                tempFirstShopList.add(subJsonObject);
-            } else {
-                tempOtherShopList.add(subJsonObject);
-            }
-        }
-
-        // 3、处理realFirstShops: 将tempFirstShopList中有search_show_image的节点放前面，如果都有，则顺序不变
-        List<JSONObject> realFirstShops = new ArrayList<>();
-        Iterator<JSONObject> iterator = tempFirstShopList.iterator();
-        while (iterator.hasNext()) {
-            JSONObject shopInfo = iterator.next();
-            JSONObject tbl_brand = shopInfo.getJSONObject("tbl_brand");
-            JSONObject ufo_brand = shopInfo.getJSONObject("ufo_brand");
-            JSONObject yoho_shop = shopInfo.getJSONObject("yoho_shop");
-            if (checkSearchShowImage(tbl_brand) || checkSearchShowImage(ufo_brand) || checkSearchShowImage(yoho_shop)) {
-                realFirstShops.add(shopInfo);
-                iterator.remove();
+    // 12、处理资源位和店铺分页
+    private void dealPageData(Map<String, String> paramMap, List<Map<String, Object>> allFuzzySearchResource, CompletableFuture<JSONObject> shopsFuture, JSONObject dataMap) {
+        try {
+            // 1、源数据获取
+            JSONObject shopsResult = shopsFuture.get();
+            JSONArray shop_list_page = shopsResult.getJSONArray("shop_list_page");
+            JSONArray search_resource_list = JsonUtil.listToJsonArray(allFuzzySearchResource);
+
+            // 2、数据整合，优先资源位数据，再店铺数据
+            List<JSONObject> dataList = new ArrayList<>();
+            for (int i = 0; i < search_resource_list.size(); i++) {
+                JSONObject resource = search_resource_list.getJSONObject(i);
+                resource.put("dataJoinType", "resource");
+                dataList.add(resource);
             }
-        }
-
-        realFirstShops.addAll(tempFirstShopList);
-        // 4、处理realFirstShops: 将realFirstShops中，除了第一个节点的search_show_image的节点，全部清除
-        for(int i=0;i<realFirstShops.size();i++){
-            if(i==0){
-                continue;
+            for (int i = 0; i < shop_list_page.size(); i++) {
+                JSONObject shop = shop_list_page.getJSONObject(i);
+                shop.put("dataJoinType", "shop");
+                dataList.add(shop);
             }
-            JSONObject shopInfo = realFirstShops.get(i);
-            JSONObject tbl_brand = shopInfo.getJSONObject("tbl_brand");
-            JSONObject ufo_brand = shopInfo.getJSONObject("ufo_brand");
-            JSONObject yoho_shop = shopInfo.getJSONObject("yoho_shop");
-            cleanSearchShowImage(tbl_brand);
-            cleanSearchShowImage(ufo_brand);
-            cleanSearchShowImage(yoho_shop);
-        }
-        dataMap.put("shop_list", realFirstShops);
-        // 5、处理分页节点，一页放两个
-        if (CollectionUtils.isEmpty(tempOtherShopList)) {
-            return;
-        }
-        int page = MapUtils.getIntValue(paramMap,"page",1);
-        int pageSize = 2;
-        List<JSONObject> subShopList = SearchCollectionUtils.safeSubList(tempOtherShopList, (page - 1) * pageSize, page * pageSize);
-        if (CollectionUtils.isEmpty(subShopList)) {
-            return;
-        }
-        int viewNum = MapUtils.getIntValue(paramMap,"viewNum",10);
-        if (viewNum > 100) {
-            viewNum = 100;
-        }
-        int[] index = new int[pageSize];
-        index[0] = viewNum / 4;
-        index[1] = viewNum * 3 / 4;
-        for (int i = 0; i < subShopList.size(); i++) {
-            subShopList.get(i).put("index", index[i]);
-        }
-        List productList = (List) dataMap.get("product_list");
-        int productListSize = productList == null ? 0 : productList.size();
-        subShopList = subShopList.stream().filter(e -> e.getIntValue("index") < productListSize).collect(Collectors.toList());
-        dataMap.put("shop_list_page", subShopList);
-    }
+            // 3、得到分页数据
+            int countPerSize = 2;
+            int page = MapUtils.getIntValue(paramMap, "page", 1);
+            List<JSONObject> pageDataList = SearchCollectionUtils.safeSubList(dataList, (page - 1) * countPerSize, page * countPerSize);
-    private boolean checkSearchShowImage(JSONObject data) {
-        if (data != null && StringUtils.isNotBlank(MapUtils.getString(data, "search_show_image", ""))) {
-            return true;
-        }
-        return false;
-    }
+            // 4、处理数据索引
+            int viewNum = MapUtils.getIntValue(paramMap, "viewNum", 20);
+            if (viewNum > 100) {
+                viewNum = 100;
+            }
+            int[] index = new int[countPerSize];
+            index[0] = viewNum * 1 / 4;
+            index[1] = viewNum * 3 / 4;
+            for (int i = 0; i < pageDataList.size(); i++) {
+                pageDataList.get(i).put("index", index[i]);
+            }
+            List productList = (List) dataMap.get("product_list");
+            int productListSize = productList == null ? 0 : productList.size();
+            pageDataList = pageDataList.stream().filter(e -> e.getIntValue("index") < productListSize).collect(Collectors.toList());
+
+            //5、处理结果
+            List<JSONObject> search_resource_list1 = new ArrayList<>();
+            List<JSONObject> shop_list_page1 = new ArrayList<>();
+            pageDataList.forEach(data -> {
+                String dataJoinType = MapUtils.getString(data, "dataJoinType", "");
+                if (dataJoinType.equalsIgnoreCase("resource")) {
+                    search_resource_list1.add(data);
+                }
+                if (dataJoinType.equalsIgnoreCase("shop")) {
+                    shop_list_page1.add(data);
+                }
+                data.remove("dataJoinType");
+            });
+
+            //6、加入返回结果
+            dataMap.put("shop_list", shopsResult.getJSONArray("shop_list"));
+            dataMap.put("shop_list_page", shop_list_page1);
+            dataMap.put("search_resource_list", search_resource_list1);
-    private void cleanSearchShowImage(JSONObject data) {
-        if (data != null) {
-            data.put("search_show_image","");
+        } catch (Exception e) {
+            logger.error(e.getMessage(), e);
+            dataMap.put("shop_list", Collections.emptyList());
+            dataMap.put("shop_list_page", Collections.emptyList());
+            dataMap.put("search_resource_list", Collections.emptyList());
         }
     }
-
     @Override
     public SearchApiResult aggregations(Map<String, String> paramMap) {
         try {
--- a/service/src/main/java/com/yoho/search/service/scene/shopbrand/ShopListFuzzyService.java 0 → 100644
View file @c6f7332
+++ b/service/src/main/java/com/yoho/search/service/scene/shopbrand/ShopListFuzzyService.java 0 → 100644
View file @c6f7332
+package com.yoho.search.service.scene.shopbrand;
+
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.yoho.search.common.SearchRequestParams;
+import com.yoho.search.models.SearchApiResult;
+import org.apache.commons.collections.MapUtils;
+import org.apache.commons.lang.StringUtils;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;
+
+import java.util.*;
+
+@Service
+public class ShopListFuzzyService {
+
+    @Autowired
+    private ShopListService shopListService;
+
+    /**
+     * 模糊搜索列表查询店铺信息，并处理好头结点
+     *
+     * @param paramMap
+     * @return
+     */
+    public JSONObject queryShopListForFuzzyScene(Map<String, String> paramMap) {
+
+        //1、数据转换，调shopListService接口查询
+        String query = MapUtils.getString(paramMap, SearchRequestParams.PARAM_SEARCH_QUERY, "");
+        paramMap.put(SearchRequestParams.PARAM_SEARCH_SHOPS_KEYWORD, query);
+        SearchApiResult shops = shopListService.searchShopList(paramMap);
+
+        //2、构造默认的返回结果
+        JSONObject result = new JSONObject();
+        result.put("shop_list", Collections.emptyList());
+        result.put("shop_list_page", Collections.emptyList());
+
+        //3、参数检测
+        if (shops == null) {
+            return result;
+        }
+        JSONObject jsonObject = (JSONObject) shops.getData();
+        if (jsonObject == null) {
+            return result;
+        }
+        JSONArray jsonArray = jsonObject.getJSONArray("shop_list");
+        if (CollectionUtils.isEmpty(jsonArray)) {
+            return result;
+        }
+
+        // 4、第一个数据或ufo数据放shop_list节点，即放在前面
+        List<JSONObject> topShopListTemp = new ArrayList<>();
+        List<JSONObject> pageShopList = new ArrayList<>();
+        for (int i = 0; i < jsonArray.size(); i++) {
+            JSONObject subJsonObject = jsonArray.getJSONObject(i);
+            if (i == 0 || MapUtils.getObject(subJsonObject, "ufo_brand") != null) {
+                topShopListTemp.add(subJsonObject);
+            } else {
+                pageShopList.add(subJsonObject);
+            }
+        }
+
+        // 5、处理realFirstShops: 将tempFirstShopList中有search_show_image的节点放前面，如果都有，则顺序不变
+        List<JSONObject> topShopList = new ArrayList<>();
+        Iterator<JSONObject> iterator = topShopListTemp.iterator();
+        while (iterator.hasNext()) {
+            JSONObject shopInfo = iterator.next();
+            JSONObject tbl_brand = shopInfo.getJSONObject("tbl_brand");
+            JSONObject ufo_brand = shopInfo.getJSONObject("ufo_brand");
+            JSONObject yoho_shop = shopInfo.getJSONObject("yoho_shop");
+            if (checkSearchShowImage(tbl_brand) || checkSearchShowImage(ufo_brand) || checkSearchShowImage(yoho_shop)) {
+                topShopList.add(shopInfo);
+                iterator.remove();
+            }
+        }
+        topShopList.addAll(topShopListTemp);
+
+        // 6、处理topShopList: 将topShopList中，除了第一个节点的search_show_image的节点，全部清除
+        for (int i = 0; i < topShopList.size(); i++) {
+            if (i == 0) {
+                continue;
+            }
+            JSONObject shopInfo = topShopList.get(i);
+            JSONObject tbl_brand = shopInfo.getJSONObject("tbl_brand");
+            JSONObject ufo_brand = shopInfo.getJSONObject("ufo_brand");
+            JSONObject yoho_shop = shopInfo.getJSONObject("yoho_shop");
+            cleanSearchShowImage(tbl_brand);
+            cleanSearchShowImage(ufo_brand);
+            cleanSearchShowImage(yoho_shop);
+        }
+
+        // 7、返回结果
+        result.put("shop_list", topShopList);
+        result.put("shop_list_page", pageShopList);
+        return result;
+    }
+
+    private boolean checkSearchShowImage(JSONObject data) {
+        if (data != null && StringUtils.isNotBlank(MapUtils.getString(data, "search_show_image", ""))) {
+            return true;
+        }
+        return false;
+    }
+
+    private void cleanSearchShowImage(JSONObject data) {
+        if (data != null) {
+            data.put("search_show_image", "");
+        }
+    }
+
+}