拆包

@@ -7,8 +7,8 @@ import com.yoho.search.base.utils.ProductIndexEsField;
 import com.yoho.search.core.es.model.SearchParam;
 import com.yoho.search.core.es.model.SearchParam;
 import com.yoho.search.core.es.model.SearchResult;
 import com.yoho.search.core.es.model.SearchResult;
 import com.yoho.search.models.SearchApiResult;
 import com.yoho.search.models.SearchApiResult;
-import com.yoho.search.recall.scene.cache.beans.CacheRecallSknRequestResponseBean;
-import com.yoho.search.recall.scene.cache.beans.CacheSknInfoRequestResponseBean;
+import com.yoho.search.recall.scene.cache.CacheRecallSknRequestResponseBean;
+import com.yoho.search.recall.scene.cache.CacheSknInfoRequestResponseBean;
 import com.yoho.search.recall.scene.strategy.helper.SortBuilderHelper;
 import com.yoho.search.recall.scene.strategy.helper.SortBuilderHelper;
 import com.yoho.search.recall.scene.models.*;
 import com.yoho.search.recall.scene.models.*;
 import com.yoho.search.recall.scene.builder.request.RecallParamsBuilder;
 import com.yoho.search.recall.scene.builder.request.RecallParamsBuilder;

 package com.yoho.search.recall.scene.builder.response;
 package com.yoho.search.recall.scene.builder.response;
 
 
-import com.yoho.search.recall.scene.cache.beans.CacheRecallRequestResponse;
+import com.yoho.search.recall.scene.cache.CacheRecallRequestResponse;
 import com.yoho.search.recall.scene.models.RecallRequest;
 import com.yoho.search.recall.scene.models.RecallRequest;
 import com.yoho.search.recall.scene.models.RecallResponse;
 import com.yoho.search.recall.scene.models.RecallResponse;
 import com.yoho.search.recall.scene.models.RecallResponseBatch;
 import com.yoho.search.recall.scene.models.RecallResponseBatch;

 package com.yoho.search.recall.scene.cache;
 package com.yoho.search.recall.scene.cache;
 
 
-public abstract class CacheRequestResponse<K extends ICacheRequest,V> extends ICacheResponse<V> {
+import com.yoho.search.recall.scene.models.ICacheRequest;
+
+public abstract class AbstractCacheRequestResponse<K extends ICacheRequest,V> extends AbstractCacheResponse<V> {
 
 
     private K request;
     private K request;
     private V response;
     private V response;
     private boolean needRecache = false;
     private boolean needRecache = false;
 
 
-    public CacheRequestResponse(K request){
+    public AbstractCacheRequestResponse(K request){
         this.request = request;
         this.request = request;
     }
     }
 
 

@@ -5,6 +5,7 @@ import com.yoho.search.base.utils.CollectionUtils;
 import com.yoho.search.base.utils.Transfer;
 import com.yoho.search.base.utils.Transfer;
 import com.yoho.search.common.cache.impls.EhCache;
 import com.yoho.search.common.cache.impls.EhCache;
 import com.yoho.search.core.redis.components.YohoSearchRedisComponent;
 import com.yoho.search.core.redis.components.YohoSearchRedisComponent;
+import com.yoho.search.recall.scene.models.ICacheRequest;
 import org.apache.commons.lang.StringUtils;
 import org.apache.commons.lang.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.slf4j.LoggerFactory;
@@ -12,9 +13,9 @@ import org.springframework.beans.factory.annotation.Autowired;
 
 
 import java.util.*;
 import java.util.*;
 
 
-public abstract class CacheRequestResponseComponent<K extends ICacheRequest, V,T extends CacheRequestResponse<K, V>> {
+public abstract class AbstractCacheRequestResponseComponent<K extends ICacheRequest, V,T extends AbstractCacheRequestResponse<K, V>> {
 
 
-    private static final Logger logger = LoggerFactory.getLogger(CacheRequestResponseComponent.class);
+    private static final Logger logger = LoggerFactory.getLogger(AbstractCacheRequestResponseComponent.class);
 
 
     @Autowired
     @Autowired
     private YohoSearchRedisComponent yohoSearchRedisComponent;
     private YohoSearchRedisComponent yohoSearchRedisComponent;

@@ -2,7 +2,7 @@ package com.yoho.search.recall.scene.cache;
 
 
 import com.yoho.search.base.utils.Transfer;
 import com.yoho.search.base.utils.Transfer;
 
 
-public abstract class ICacheResponse<V> {
+public abstract class AbstractCacheResponse<V> {
 
 
     public abstract Transfer<String, V> getToResponseTransfer();
     public abstract Transfer<String, V> getToResponseTransfer();
 
 

-package com.yoho.search.recall.scene.cache.beans;
-
-import com.alibaba.fastjson.JSON;
-import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
-import com.yoho.search.base.utils.Transfer;
-import com.yoho.search.recall.scene.cache.CacheRequestResponse;
-import com.yoho.search.recall.scene.models.RecallRequest;
-import com.yoho.search.recall.scene.models.RecallResponse;
-
-public class CacheRecallRequestResponse extends CacheRequestResponse<RecallRequest,RecallResponse> {
-
-    public CacheRecallRequestResponse(RecallRequest request) {
-        super(request);
-    }
-
-    @Override
-    public Transfer<String, RecallResponse> getToResponseTransfer() {
-        return toResponseTransfer;
-    }
-
-    @Override
-    public Transfer<RecallResponse, String> getFromResponseTransfer() {
-        return fromResponseTransfer;
-    }
-
-    private static Transfer<String,RecallResponse> toResponseTransfer = new Transfer<String, RecallResponse>() {
-        @Override
-        public RecallResponse transfer(String jsonValue) {
-            return JSON.parseObject(jsonValue, RecallResponse.class);
-        }
-    };
-
-    private static Transfer<RecallResponse,String> fromResponseTransfer = new Transfer<RecallResponse, String>() {
-        @Override
-        public String transfer(RecallResponse recallResponse) {
-            return JSON.toJSONString(recallResponse);
-        }
-    };
-}
+package com.yoho.search.recall.scene.cache;
+
+import com.alibaba.fastjson.JSON;
+import com.yoho.search.base.utils.Transfer;
+import com.yoho.search.recall.scene.cache.AbstractCacheRequestResponse;
+import com.yoho.search.recall.scene.models.RecallRequest;
+import com.yoho.search.recall.scene.models.RecallResponse;
+
+public class CacheRecallRequestResponse extends AbstractCacheRequestResponse<RecallRequest,RecallResponse> {
+
+    public CacheRecallRequestResponse(RecallRequest request) {
+        super(request);
+    }
+
+    @Override
+    public Transfer<String, RecallResponse> getToResponseTransfer() {
+        return toResponseTransfer;
+    }
+
+    @Override
+    public Transfer<RecallResponse, String> getFromResponseTransfer() {
+        return fromResponseTransfer;
+    }
+
+    private static Transfer<String,RecallResponse> toResponseTransfer = new Transfer<String, RecallResponse>() {
+        @Override
+        public RecallResponse transfer(String jsonValue) {
+            return JSON.parseObject(jsonValue, RecallResponse.class);
+        }
+    };
+
+    private static Transfer<RecallResponse,String> fromResponseTransfer = new Transfer<RecallResponse, String>() {
+        @Override
+        public String transfer(RecallResponse recallResponse) {
+            return JSON.toJSONString(recallResponse);
+        }
+    };
+}

-package com.yoho.search.recall.scene.cache.beans;
-
-import com.yoho.search.base.utils.ISearchConstants;
-import com.yoho.search.base.utils.ProductIndexEsField;
-import com.yoho.search.core.es.model.SearchParam;
-import com.yoho.search.core.es.model.SearchResult;
-import com.yoho.search.recall.scene.cache.CacheRequestResponseComponent;
-import com.yoho.search.recall.scene.models.RecallRequest;
-import com.yoho.search.recall.scene.models.RecallResponse;
-import com.yoho.search.service.base.SearchCommonService;
-import org.apache.commons.collections.MapUtils;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Component;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-@Component
-public class CacheRecallRequestResponseBean extends CacheRequestResponseComponent<RecallRequest,RecallResponse,CacheRecallRequestResponse>{
-
-    @Autowired
-    private SearchCommonService searchCommonService;
-
-    private static final int maxEsRequestCountPerTime = 10;
-
-    /**
-     * 批量召回入口
-     *
-     * @param batchRequests
-     * @return
-     */
-    public List<CacheRecallRequestResponse> batchRecallAndCache(final List<RecallRequest> batchRequests) {
-        //1、构造请求
-        final List<CacheRecallRequestResponse> results = new ArrayList<>();
-        for (RecallRequest request : batchRequests) {
-            results.add(new CacheRecallRequestResponse(request));
-        }
-        //2、执行查询
-        this.bacthFillResponseWithCache(results,false);
-
-        //3、返回结果
-        return results;
-    }
-
-    @Override
-    public Map<RecallRequest, RecallResponse> queryMissCacheRequestResults(List<CacheRecallRequestResponse> missCacheRequests) {
-        //1、构造请求参数
-        List<SearchParam> searchParams = new ArrayList<>();
-        for (CacheRecallRequestResponse requestResponse : missCacheRequests) {
-            searchParams.add(requestResponse.getRequest().searchParam());
-            //控制每次请求es的数量
-            if(searchParams.size()>=maxEsRequestCountPerTime){
-                break;
-            }
-        }
-        //2、执行搜索
-        List<SearchResult> searchResults = searchCommonService.doMutiSearch(ISearchConstants.INDEX_NAME_PRODUCT_INDEX, searchParams);
-        //3、构造返回结果
-        Map<RecallRequest,RecallResponse> notCachedResults = new HashMap<>();
-        for (int i = 0; i < missCacheRequests.size(); i++) {
-            RecallRequest request = missCacheRequests.get(i).getRequest();
-            SearchResult searchResult = searchResults.get(i);
-            RecallResponse response = this.buildResonse(searchResult);
-            notCachedResults.put(request,response);
-        }
-        return notCachedResults;
-    }
-
-    private RecallResponse buildResonse(SearchResult searchResult) {
-        List<Map<String, Object>> results = searchResult.getResultList();
-        List<RecallResponse.RecallSkn> recallSkns = new ArrayList<>();
-        for (Map<String, Object> result : results) {
-            Integer productSkn = MapUtils.getInteger(result, ProductIndexEsField.productSkn, 0);
-            Integer brandId = MapUtils.getInteger(result, ProductIndexEsField.brandId, 0);
-            Integer middleSortId = MapUtils.getInteger(result, ProductIndexEsField.middleSortId, 0);
-            recallSkns.add(new RecallResponse.RecallSkn(productSkn, brandId, middleSortId));
-        }
-        return new RecallResponse(searchResult.getTotal(), recallSkns);
-    }
-
-}
+package com.yoho.search.recall.scene.cache;
+
+import com.yoho.search.base.utils.ISearchConstants;
+import com.yoho.search.base.utils.ProductIndexEsField;
+import com.yoho.search.core.es.model.SearchParam;
+import com.yoho.search.core.es.model.SearchResult;
+import com.yoho.search.recall.scene.models.RecallRequest;
+import com.yoho.search.recall.scene.models.RecallResponse;
+import com.yoho.search.service.base.SearchCommonService;
+import org.apache.commons.collections.MapUtils;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+@Component
+public class CacheRecallRequestResponseBean extends AbstractCacheRequestResponseComponent<RecallRequest,RecallResponse,CacheRecallRequestResponse> {
+
+    @Autowired
+    private SearchCommonService searchCommonService;
+
+    private static final int maxEsRequestCountPerTime = 10;
+
+    /**
+     * 批量召回入口
+     *
+     * @param batchRequests
+     * @return
+     */
+    public List<CacheRecallRequestResponse> batchRecallAndCache(final List<RecallRequest> batchRequests) {
+        //1、构造请求
+        final List<CacheRecallRequestResponse> results = new ArrayList<>();
+        for (RecallRequest request : batchRequests) {
+            results.add(new CacheRecallRequestResponse(request));
+        }
+        //2、执行查询
+        this.bacthFillResponseWithCache(results,false);
+
+        //3、返回结果
+        return results;
+    }
+
+    @Override
+    public Map<RecallRequest, RecallResponse> queryMissCacheRequestResults(List<CacheRecallRequestResponse> missCacheRequests) {
+        //1、构造请求参数
+        List<SearchParam> searchParams = new ArrayList<>();
+        for (CacheRecallRequestResponse requestResponse : missCacheRequests) {
+            searchParams.add(requestResponse.getRequest().searchParam());
+            //控制每次请求es的数量
+            if(searchParams.size()>=maxEsRequestCountPerTime){
+                break;
+            }
+        }
+        //2、执行搜索
+        List<SearchResult> searchResults = searchCommonService.doMutiSearch(ISearchConstants.INDEX_NAME_PRODUCT_INDEX, searchParams);
+        //3、构造返回结果
+        Map<RecallRequest,RecallResponse> notCachedResults = new HashMap<>();
+        for (int i = 0; i < missCacheRequests.size(); i++) {
+            RecallRequest request = missCacheRequests.get(i).getRequest();
+            SearchResult searchResult = searchResults.get(i);
+            RecallResponse response = this.buildResonse(searchResult);
+            notCachedResults.put(request,response);
+        }
+        return notCachedResults;
+    }
+
+    private RecallResponse buildResonse(SearchResult searchResult) {
+        List<Map<String, Object>> results = searchResult.getResultList();
+        List<RecallResponse.RecallSkn> recallSkns = new ArrayList<>();
+        for (Map<String, Object> result : results) {
+            Integer productSkn = MapUtils.getInteger(result, ProductIndexEsField.productSkn, 0);
+            Integer brandId = MapUtils.getInteger(result, ProductIndexEsField.brandId, 0);
+            Integer middleSortId = MapUtils.getInteger(result, ProductIndexEsField.middleSortId, 0);
+            recallSkns.add(new RecallResponse.RecallSkn(productSkn, brandId, middleSortId));
+        }
+        return new RecallResponse(searchResult.getTotal(), recallSkns);
+    }
+
+}

-package com.yoho.search.recall.scene.cache.beans;
-
-import com.alibaba.fastjson.JSON;
-import com.yoho.search.base.utils.Transfer;
-import com.yoho.search.recall.scene.cache.CacheRequestResponse;
-import com.yoho.search.recall.scene.models.RecallSknParams;
-import com.yoho.search.recall.scene.models.RecallSknResult;
-
-public class CacheRecallSknRequestResponse extends CacheRequestResponse<RecallSknParams,RecallSknResult> {
-
-    public CacheRecallSknRequestResponse(RecallSknParams request) {
-        super(request);
-    }
-
-    private static Transfer<String,RecallSknResult> toResponseTransfer = new Transfer<String, RecallSknResult>() {
-        @Override
-        public RecallSknResult transfer(String jsonValue) {
-            return JSON.parseObject(jsonValue, RecallSknResult.class);
-        }
-    };
-
-    private static Transfer<RecallSknResult,String> fromResponseTransfer = new Transfer<RecallSknResult, String>() {
-        @Override
-        public String transfer(RecallSknResult recallSknResult) {
-            return JSON.toJSONString(recallSknResult);
-        }
-    };
-
-    @Override
-    public Transfer<String, RecallSknResult> getToResponseTransfer() {
-        return toResponseTransfer;
-    }
-
-    @Override
-    public Transfer<RecallSknResult, String> getFromResponseTransfer() {
-        return fromResponseTransfer;
-    }
-}
+package com.yoho.search.recall.scene.cache;
+
+import com.alibaba.fastjson.JSON;
+import com.yoho.search.base.utils.Transfer;
+import com.yoho.search.recall.scene.cache.AbstractCacheRequestResponse;
+import com.yoho.search.recall.scene.models.RecallSknParams;
+import com.yoho.search.recall.scene.models.RecallSknResult;
+
+public class CacheRecallSknRequestResponse extends AbstractCacheRequestResponse<RecallSknParams,RecallSknResult> {
+
+    public CacheRecallSknRequestResponse(RecallSknParams request) {
+        super(request);
+    }
+
+    private static Transfer<String,RecallSknResult> toResponseTransfer = new Transfer<String, RecallSknResult>() {
+        @Override
+        public RecallSknResult transfer(String jsonValue) {
+            return JSON.parseObject(jsonValue, RecallSknResult.class);
+        }
+    };
+
+    private static Transfer<RecallSknResult,String> fromResponseTransfer = new Transfer<RecallSknResult, String>() {
+        @Override
+        public String transfer(RecallSknResult recallSknResult) {
+            return JSON.toJSONString(recallSknResult);
+        }
+    };
+
+    @Override
+    public Transfer<String, RecallSknResult> getToResponseTransfer() {
+        return toResponseTransfer;
+    }
+
+    @Override
+    public Transfer<RecallSknResult, String> getFromResponseTransfer() {
+        return fromResponseTransfer;
+    }
+}

-package com.yoho.search.recall.scene.cache.beans;
-
-import com.yoho.search.recall.scene.builder.request.BrandRecallRequestBuilder;
-import com.yoho.search.recall.scene.builder.request.CommonRecallRequestBuilder;
-import com.yoho.search.recall.scene.builder.request.SortPriceRecallRequestBuilder;
-import com.yoho.search.recall.scene.builder.response.RecallResponseBatchBuilder;
-import com.yoho.search.recall.scene.builder.response.RecallSknResultBuilder;
-import com.yoho.search.recall.scene.cache.CacheRequestResponseComponent;
-import com.yoho.search.recall.scene.models.RecallRequest;
-import com.yoho.search.recall.scene.models.RecallResponseBatch;
-import com.yoho.search.recall.scene.models.RecallSknParams;
-import com.yoho.search.recall.scene.models.RecallSknResult;
-import com.yoho.search.recall.scene.persional.PersionalFactor;
-import com.yoho.search.recall.scene.persional.RecallPersionalService;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Component;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-@Component
-public class CacheRecallSknRequestResponseBean extends CacheRequestResponseComponent<RecallSknParams,RecallSknResult,CacheRecallSknRequestResponse>{
-
-    @Autowired
-    private RecallPersionalService recallPersionalService;
-    @Autowired
-    private CacheRecallRequestResponseBean cacheRecallRequestResponseBean;
-    @Autowired
-    private RecallResponseBatchBuilder recallResponseBatchBuilder;
-    @Autowired
-    private RecallSknResultBuilder recallSknResultBuilder;
-    @Autowired
-    private CommonRecallRequestBuilder commonRequestBuilder;
-    @Autowired
-    private BrandRecallRequestBuilder brandRequestBuilder;
-    @Autowired
-    private SortPriceRecallRequestBuilder sortPriceRequestBuilder;
-
-    /**
-     * 召回入口
-     * @param recallSknParams
-     * @return
-     */
-    public RecallSknResult doRecallSknResult(RecallSknParams recallSknParams){
-        //1、构建请求
-        List<CacheRecallSknRequestResponse> requests = new ArrayList<>();
-        requests.add(new CacheRecallSknRequestResponse(recallSknParams));
-
-        //2、执行父类方法
-        this.bacthFillResponseWithCache(requests,false);
-
-        //3、判断
-        if(requests.size()==1 && requests.get(0).getResponse()!=null){
-            return requests.get(0).getResponse();
-        }
-        return null;
-    }
-
-    @Override
-    public Map<RecallSknParams, RecallSknResult> queryMissCacheRequestResults(List<CacheRecallSknRequestResponse> missCachseRequests) {
-        Map<RecallSknParams, RecallSknResult> results = new HashMap<>();
-        for (CacheRecallSknRequestResponse request: missCachseRequests) {
-            RecallSknResult response = this.doRealRecall(request.getRequest());
-            results.put(request.getRequest(),response);
-        }
-        return results;
-    }
-
-    /**
-     * 真正的召回入口
-     * @param param
-     * @return
-     */
-    private RecallSknResult doRealRecall(RecallSknParams param) {
-        //1、获取个性化因子
-        PersionalFactor persionalFactor = recallPersionalService.queryPersionalFactor(param);
-        //2、构造请求
-        List<RecallRequest> batchRequests = this.buildBatchRequests(param, persionalFactor);
-        //3、批量召回
-        List<CacheRecallRequestResponse> requestResponses = cacheRecallRequestResponseBean.batchRecallAndCache(batchRequests);
-        //4、获取skn列表[去重]
-        RecallResponseBatch recallResponseBatch = recallResponseBatchBuilder.buildRecallResponseBatch(requestResponses);
-        //5、构造真实结果[排序，截取skn]
-        RecallSknResult recallSknResult = recallSknResultBuilder.builderRecallResult(recallResponseBatch, param, persionalFactor);
-        return recallSknResult;
-    }
-
-    /**
-     * 批量构造请求
-     * @param param
-     * @param persionalFactor
-     * @return
-     */
-    private List<RecallRequest> buildBatchRequests(RecallSknParams param, PersionalFactor persionalFactor) {
-        //1、构造召回请求
-        List<RecallRequest> allRequests = new ArrayList<>();
-        //2、构造非个性化的请求
-        List<RecallRequest> commonRequests = commonRequestBuilder.buildCommonRecallRequests(param.getParamQueryFilter(), param.getFirstProductSkns());
-        allRequests.addAll(commonRequests);
-        //4、构建个性化品牌的召回请求
-        List<RecallRequest> brandRequests = brandRequestBuilder.buildBrandRecallRequests(param.getParamQueryFilter(), persionalFactor.getBrandIds());
-        allRequests.addAll(brandRequests);
-        //5、构建个性化品牌的召回请求
-        List<RecallRequest> sortPriceRequests = sortPriceRequestBuilder.buildSortPriceRecallRequests(param.getParamQueryFilter(), persionalFactor.getSortPriceAreas());
-        allRequests.addAll(sortPriceRequests);
-        return allRequests;
-    }
-
-
-}
+package com.yoho.search.recall.scene.cache;
+
+import com.yoho.search.recall.scene.builder.request.BrandRecallRequestBuilder;
+import com.yoho.search.recall.scene.builder.request.CommonRecallRequestBuilder;
+import com.yoho.search.recall.scene.builder.request.SortPriceRecallRequestBuilder;
+import com.yoho.search.recall.scene.builder.response.RecallResponseBatchBuilder;
+import com.yoho.search.recall.scene.builder.response.RecallSknResultBuilder;
+import com.yoho.search.recall.scene.models.RecallRequest;
+import com.yoho.search.recall.scene.models.RecallResponseBatch;
+import com.yoho.search.recall.scene.models.RecallSknParams;
+import com.yoho.search.recall.scene.models.RecallSknResult;
+import com.yoho.search.recall.scene.persional.PersionalFactor;
+import com.yoho.search.recall.scene.persional.RecallPersionalService;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+@Component
+public class CacheRecallSknRequestResponseBean extends AbstractCacheRequestResponseComponent<RecallSknParams,RecallSknResult,CacheRecallSknRequestResponse> {
+
+    @Autowired
+    private RecallPersionalService recallPersionalService;
+    @Autowired
+    private CacheRecallRequestResponseBean cacheRecallRequestResponseBean;
+    @Autowired
+    private RecallResponseBatchBuilder recallResponseBatchBuilder;
+    @Autowired
+    private RecallSknResultBuilder recallSknResultBuilder;
+    @Autowired
+    private CommonRecallRequestBuilder commonRequestBuilder;
+    @Autowired
+    private BrandRecallRequestBuilder brandRequestBuilder;
+    @Autowired
+    private SortPriceRecallRequestBuilder sortPriceRequestBuilder;
+
+    /**
+     * 召回入口
+     * @param recallSknParams
+     * @return
+     */
+    public RecallSknResult doRecallSknResult(RecallSknParams recallSknParams){
+        //1、构建请求
+        List<CacheRecallSknRequestResponse> requests = new ArrayList<>();
+        requests.add(new CacheRecallSknRequestResponse(recallSknParams));
+
+        //2、执行父类方法
+        this.bacthFillResponseWithCache(requests,false);
+
+        //3、判断
+        if(requests.size()==1 && requests.get(0).getResponse()!=null){
+            return requests.get(0).getResponse();
+        }
+        return null;
+    }
+
+    @Override
+    public Map<RecallSknParams, RecallSknResult> queryMissCacheRequestResults(List<CacheRecallSknRequestResponse> missCachseRequests) {
+        Map<RecallSknParams, RecallSknResult> results = new HashMap<>();
+        for (CacheRecallSknRequestResponse request: missCachseRequests) {
+            RecallSknResult response = this.doRealRecall(request.getRequest());
+            results.put(request.getRequest(),response);
+        }
+        return results;
+    }
+
+    /**
+     * 真正的召回入口
+     * @param param
+     * @return
+     */
+    private RecallSknResult doRealRecall(RecallSknParams param) {
+        //1、获取个性化因子
+        PersionalFactor persionalFactor = recallPersionalService.queryPersionalFactor(param);
+        //2、构造请求
+        List<RecallRequest> batchRequests = this.buildBatchRequests(param, persionalFactor);
+        //3、批量召回
+        List<CacheRecallRequestResponse> requestResponses = cacheRecallRequestResponseBean.batchRecallAndCache(batchRequests);
+        //4、获取skn列表[去重]
+        RecallResponseBatch recallResponseBatch = recallResponseBatchBuilder.buildRecallResponseBatch(requestResponses);
+        //5、构造真实结果[排序，截取skn]
+        RecallSknResult recallSknResult = recallSknResultBuilder.builderRecallResult(recallResponseBatch, param, persionalFactor);
+        return recallSknResult;
+    }
+
+    /**
+     * 批量构造请求
+     * @param param
+     * @param persionalFactor
+     * @return
+     */
+    private List<RecallRequest> buildBatchRequests(RecallSknParams param, PersionalFactor persionalFactor) {
+        //1、构造召回请求
+        List<RecallRequest> allRequests = new ArrayList<>();
+        //2、构造非个性化的请求
+        List<RecallRequest> commonRequests = commonRequestBuilder.buildCommonRecallRequests(param.getParamQueryFilter(), param.getFirstProductSkns());
+        allRequests.addAll(commonRequests);
+        //4、构建个性化品牌的召回请求
+        List<RecallRequest> brandRequests = brandRequestBuilder.buildBrandRecallRequests(param.getParamQueryFilter(), persionalFactor.getBrandIds());
+        allRequests.addAll(brandRequests);
+        //5、构建个性化品牌的召回请求
+        List<RecallRequest> sortPriceRequests = sortPriceRequestBuilder.buildSortPriceRecallRequests(param.getParamQueryFilter(), persionalFactor.getSortPriceAreas());
+        allRequests.addAll(sortPriceRequests);
+        return allRequests;
+    }
+
+
+}

-package com.yoho.search.recall.scene.cache.beans;
-
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
-import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
-import com.yoho.search.base.utils.Transfer;
-import com.yoho.search.recall.scene.cache.CacheRequestResponse;
-import com.yoho.search.recall.scene.models.SknInfoRequest;
-
-import java.util.HashMap;
-import java.util.Map;
-
-public class CacheSknInfoRequestResponse extends CacheRequestResponse<SknInfoRequest, Map<String, Object>> {
-
-    public CacheSknInfoRequestResponse(SknInfoRequest sknInfoRequest) {
-        super(sknInfoRequest);
-    }
-
-    static Transfer<String, Map<String, Object>> toResponseTransfer = new Transfer<String, Map<String, Object>>() {
-        @Override
-        public Map<String, Object> transfer(String value) {
-            Map<String, Object> product = new HashMap<>();
-            product.putAll(JSONObject.parseObject(value));
-            return product;
-        }
-    };
-
-    static Transfer<Map<String, Object>, String> fromResponseTransfer = new Transfer<Map<String, Object>, String>() {
-        @Override
-        public String transfer(Map<String, Object> product) {
-            return JSON.toJSONString(product);
-        }
-    };
-
-    @Override
-    public Transfer<String, Map<String, Object>> getToResponseTransfer() {
-        return toResponseTransfer;
-    }
-
-    @Override
-    public Transfer<Map<String, Object>, String> getFromResponseTransfer() {
-        return fromResponseTransfer;
-    }
-}
+package com.yoho.search.recall.scene.cache;
+
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+import com.yoho.search.base.utils.Transfer;
+import com.yoho.search.recall.scene.cache.AbstractCacheRequestResponse;
+import com.yoho.search.recall.scene.models.SknInfoRequest;
+
+import java.util.HashMap;
+import java.util.Map;
+
+public class CacheSknInfoRequestResponse extends AbstractCacheRequestResponse<SknInfoRequest, Map<String, Object>> {
+
+    public CacheSknInfoRequestResponse(SknInfoRequest sknInfoRequest) {
+        super(sknInfoRequest);
+    }
+
+    static Transfer<String, Map<String, Object>> toResponseTransfer = new Transfer<String, Map<String, Object>>() {
+        @Override
+        public Map<String, Object> transfer(String value) {
+            Map<String, Object> product = new HashMap<>();
+            product.putAll(JSONObject.parseObject(value));
+            return product;
+        }
+    };
+
+    static Transfer<Map<String, Object>, String> fromResponseTransfer = new Transfer<Map<String, Object>, String>() {
+        @Override
+        public String transfer(Map<String, Object> product) {
+            return JSON.toJSONString(product);
+        }
+    };
+
+    @Override
+    public Transfer<String, Map<String, Object>> getToResponseTransfer() {
+        return toResponseTransfer;
+    }
+
+    @Override
+    public Transfer<Map<String, Object>, String> getFromResponseTransfer() {
+        return fromResponseTransfer;
+    }
+}

-package com.yoho.search.recall.scene.cache.beans;
-
-
-import com.yoho.search.base.utils.ISearchConstants;
-import com.yoho.search.base.utils.ProductIndexEsField;
-import com.yoho.search.core.es.model.SearchParam;
-import com.yoho.search.core.es.model.SearchResult;
-import com.yoho.search.recall.scene.cache.CacheRequestResponseComponent;
-import com.yoho.search.recall.scene.models.SknInfoRequest;
-import com.yoho.search.service.base.SearchCommonService;
-import com.yoho.search.service.base.index.ProductIndexBaseService;
-import org.apache.commons.collections.MapUtils;
-import org.elasticsearch.index.query.QueryBuilders;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Component;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-@Component
-public class CacheSknInfoRequestResponseBean extends CacheRequestResponseComponent<SknInfoRequest,Map<String, Object>,CacheSknInfoRequestResponse>{
-
-    @Autowired
-    private SearchCommonService searchCommonService;
-    @Autowired
-    private ProductIndexBaseService productIndexBaseService;
-
-    /**
-     * 按skn查询并按顺序返回
-     *
-     * @param productSkns
-     * @return
-     */
-    public List<Map<String, Object>> queryProductListBySkn(List<Integer> productSkns,int size){
-        //1、批量查询SKN信息
-        List<CacheSknInfoRequestResponse> sknInfoCacheRequestRespons = this.batchQuery(productSkns);
-        //2、构造返回结果
-        List<Map<String, Object>> finalResults = new ArrayList<>();
-        for (CacheSknInfoRequestResponse sknInfoCacheRequestResponse : sknInfoCacheRequestRespons) {
-            if(sknInfoCacheRequestResponse !=null && sknInfoCacheRequestResponse.getResponse()!=null){
-                finalResults.add(sknInfoCacheRequestResponse.getResponse());
-            }
-            if(finalResults.size()>=size){
-                break;
-            }
-        }
-        return finalResults;
-    }
-
-    private List<CacheSknInfoRequestResponse> batchQuery(List<Integer> productSkns){
-        //1、构建请求与返回结果
-        final List<CacheSknInfoRequestResponse> requests = new ArrayList<>();
-        for (Integer productSkn : productSkns) {
-            requests.add(new CacheSknInfoRequestResponse(new SknInfoRequest(productSkn)));
-        }
-        //2、调父类方法
-        this.bacthFillResponseWithCache(requests,true);
-
-        //3、返回结果
-        return requests;
-    }
-
-    @Override
-    public Map<SknInfoRequest, Map<String, Object>> queryMissCacheRequestResults(List<CacheSknInfoRequestResponse> missCacheRequests) {
-        //1、合法性判断
-        Map<SknInfoRequest,Map<String, Object>> results = new HashMap<>();
-        if(missCacheRequests==null||missCacheRequests.isEmpty()){
-            return results;
-        }
-        //2、获取skn
-        List<Integer> productSkns = new ArrayList<>();
-        for (CacheSknInfoRequestResponse sknInfoCacheRequestResponse : missCacheRequests) {
-            productSkns.add(sknInfoCacheRequestResponse.getRequest().getProductSkn());
-        }
-        //3、构建SearchParam
-        SearchParam searchParam = new SearchParam();
-        searchParam.setOffset(0);
-        searchParam.setSize(productSkns.size());
-        searchParam.setFiter(QueryBuilders.termsQuery(ProductIndexEsField.productSkn, productSkns));
-        searchParam.setIncludeFields(productIndexBaseService.getProductIndexIncludeFields());
-        SearchResult searchResult = searchCommonService.doSearch(ISearchConstants.INDEX_NAME_PRODUCT_INDEX, searchParam);
-        List<Map<String, Object>> productList = productIndexBaseService.getProductListWithPricePlan(searchResult.getResultList());
-        //4、构建SKN临时结果
-        Map<Integer,Map<String, Object>> productTempMap = new HashMap<>();
-        for (Map<String, Object> product: productList) {
-            productTempMap.put(MapUtils.getIntValue(product,"product_skn",0),product);
-        }
-        //5、构造最终结果
-        for (CacheSknInfoRequestResponse requestResponse :missCacheRequests ) {
-            results.put(requestResponse.getRequest(),productTempMap.get(requestResponse.getRequest().getProductSkn()));
-        }
-        return results;
-    }
-
-
-
-
-
-
-}
+package com.yoho.search.recall.scene.cache;
+
+
+import com.yoho.search.base.utils.ISearchConstants;
+import com.yoho.search.base.utils.ProductIndexEsField;
+import com.yoho.search.core.es.model.SearchParam;
+import com.yoho.search.core.es.model.SearchResult;
+import com.yoho.search.recall.scene.models.SknInfoRequest;
+import com.yoho.search.service.base.SearchCommonService;
+import com.yoho.search.service.base.index.ProductIndexBaseService;
+import org.apache.commons.collections.MapUtils;
+import org.elasticsearch.index.query.QueryBuilders;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+@Component
+public class CacheSknInfoRequestResponseBean extends AbstractCacheRequestResponseComponent<SknInfoRequest,Map<String, Object>,CacheSknInfoRequestResponse> {
+
+    @Autowired
+    private SearchCommonService searchCommonService;
+    @Autowired
+    private ProductIndexBaseService productIndexBaseService;
+
+    /**
+     * 按skn查询并按顺序返回
+     *
+     * @param productSkns
+     * @return
+     */
+    public List<Map<String, Object>> queryProductListBySkn(List<Integer> productSkns,int size){
+        //1、批量查询SKN信息
+        List<CacheSknInfoRequestResponse> sknInfoCacheRequestRespons = this.batchQuery(productSkns);
+        //2、构造返回结果
+        List<Map<String, Object>> finalResults = new ArrayList<>();
+        for (CacheSknInfoRequestResponse sknInfoCacheRequestResponse : sknInfoCacheRequestRespons) {
+            if(sknInfoCacheRequestResponse !=null && sknInfoCacheRequestResponse.getResponse()!=null){
+                finalResults.add(sknInfoCacheRequestResponse.getResponse());
+            }
+            if(finalResults.size()>=size){
+                break;
+            }
+        }
+        return finalResults;
+    }
+
+    private List<CacheSknInfoRequestResponse> batchQuery(List<Integer> productSkns){
+        //1、构建请求与返回结果
+        final List<CacheSknInfoRequestResponse> requests = new ArrayList<>();
+        for (Integer productSkn : productSkns) {
+            requests.add(new CacheSknInfoRequestResponse(new SknInfoRequest(productSkn)));
+        }
+        //2、调父类方法
+        this.bacthFillResponseWithCache(requests,true);
+
+        //3、返回结果
+        return requests;
+    }
+
+    @Override
+    public Map<SknInfoRequest, Map<String, Object>> queryMissCacheRequestResults(List<CacheSknInfoRequestResponse> missCacheRequests) {
+        //1、合法性判断
+        Map<SknInfoRequest,Map<String, Object>> results = new HashMap<>();
+        if(missCacheRequests==null||missCacheRequests.isEmpty()){
+            return results;
+        }
+        //2、获取skn
+        List<Integer> productSkns = new ArrayList<>();
+        for (CacheSknInfoRequestResponse sknInfoCacheRequestResponse : missCacheRequests) {
+            productSkns.add(sknInfoCacheRequestResponse.getRequest().getProductSkn());
+        }
+        //3、构建SearchParam
+        SearchParam searchParam = new SearchParam();
+        searchParam.setOffset(0);
+        searchParam.setSize(productSkns.size());
+        searchParam.setFiter(QueryBuilders.termsQuery(ProductIndexEsField.productSkn, productSkns));
+        searchParam.setIncludeFields(productIndexBaseService.getProductIndexIncludeFields());
+        SearchResult searchResult = searchCommonService.doSearch(ISearchConstants.INDEX_NAME_PRODUCT_INDEX, searchParam);
+        List<Map<String, Object>> productList = productIndexBaseService.getProductListWithPricePlan(searchResult.getResultList());
+        //4、构建SKN临时结果
+        Map<Integer,Map<String, Object>> productTempMap = new HashMap<>();
+        for (Map<String, Object> product: productList) {
+            productTempMap.put(MapUtils.getIntValue(product,"product_skn",0),product);
+        }
+        //5、构造最终结果
+        for (CacheSknInfoRequestResponse requestResponse :missCacheRequests ) {
+            results.put(requestResponse.getRequest(),productTempMap.get(requestResponse.getRequest().getProductSkn()));
+        }
+        return results;
+    }
+
+
+
+
+
+
+}

-package com.yoho.search.recall.scene.cache;
+package com.yoho.search.recall.scene.models;
 
 
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
 
 

@@ -3,7 +3,6 @@ package com.yoho.search.recall.scene.models;
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
 import com.yoho.search.base.utils.MD5Util;
 import com.yoho.search.base.utils.MD5Util;
 import com.yoho.search.core.es.model.SearchParam;
 import com.yoho.search.core.es.model.SearchParam;
-import com.yoho.search.recall.scene.cache.ICacheRequest;
 import com.yoho.search.recall.scene.strategy.IStrategy;
 import com.yoho.search.recall.scene.strategy.IStrategy;
 import org.elasticsearch.index.query.BoolQueryBuilder;
 import org.elasticsearch.index.query.BoolQueryBuilder;
 import org.elasticsearch.index.query.QueryBuilder;
 import org.elasticsearch.index.query.QueryBuilder;

@@ -3,7 +3,6 @@ package com.yoho.search.recall.scene.models;
 import com.alibaba.fastjson.JSON;
 import com.alibaba.fastjson.JSON;
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
 import com.yoho.search.base.utils.MD5Util;
 import com.yoho.search.base.utils.MD5Util;
-import com.yoho.search.recall.scene.cache.ICacheRequest;
 import com.yoho.search.recall.scene.constants.CacheTimeConstants;
 import com.yoho.search.recall.scene.constants.CacheTimeConstants;
 
 
 import java.util.List;
 import java.util.List;

 package com.yoho.search.recall.scene.models;
 package com.yoho.search.recall.scene.models;
 
 
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
 import com.yoho.core.redis.cluster.operations.serializer.RedisKeyBuilder;
-import com.yoho.search.recall.scene.cache.ICacheRequest;
 import com.yoho.search.recall.scene.constants.CacheTimeConstants;
 import com.yoho.search.recall.scene.constants.CacheTimeConstants;
 
 
 public class SknInfoRequest implements ICacheRequest {
 public class SknInfoRequest implements ICacheRequest {