brand product

+package com.yoho.search.service.scene.activity;
+
+import com.yoho.search.base.helper.Word2VectorCalculator;
+import com.yoho.search.base.utils.CollectionUtils;
+import com.yoho.search.cache.beans.AbstractCacheBean;
+import com.yoho.search.core.personalized.models.UserPersonalFactorRspNew;
+import com.yoho.search.service.recall.beans.persional.UserPersionalFactorComponent;
+import com.yoho.search.service.recall.beans.strategy.IStrategy;
+import com.yoho.search.service.recall.beans.strategy.impls.SortBrandHeatValueStrategy;
+import com.yoho.search.service.recall.beans.vector.BrandVectorCacheBean;
+import com.yoho.search.service.recall.models.common.ParamQueryFilter;
+import com.yoho.search.service.recall.models.personal.BrandVectorScore;
+import com.yoho.search.service.recall.models.personal.UserPersonalFactor;
+import com.yoho.search.service.recall.models.req.RecallRequest;
+import com.yoho.search.service.recall.models.req.RecallRequestResponse;
+import com.yoho.search.service.recall.models.req.UserRecallRequest;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+import java.util.*;
+import java.util.stream.Collectors;
+
+@Component
+public class AggBrandProductCacheBean extends AbstractCacheBean<BrandProductRequest, BrandProductResponse, BrandProductRequestResponse> {
+
+    @Autowired
+    private AggBrandService aggBrandService;
+    @Autowired
+    private UserPersionalFactorComponent userComponent;
+    @Autowired
+    private BrandVectorCacheBean brandVectorCacheBean;
+    @Autowired
+    private BatchBrandProductCacheBean batchBrandProductCacheBean;
+
+    /**
+     * 入口
+     * @return
+     */
+    public BrandProductResponse queryBrandProductResult(BrandProductRequest brandProductRequest) {
+        BrandProductRequestResponse brandProductRequestResponse = new BrandProductRequestResponse(brandProductRequest);
+        bacthFillResponseWithCache(brandProductRequestResponse, false);
+        return brandProductRequestResponse.getResponse();
+    }
+
+    @Override
+    protected boolean useEhCache() {
+        return false;
+    }
+
+    @Override
+    protected Map<BrandProductRequest, BrandProductResponse> queryMissCacheRequestResults(List<BrandProductRequestResponse> missCacheRequests) {
+        Map<BrandProductRequest, BrandProductResponse> results = new HashMap<>();
+        for (BrandProductRequestResponse request : missCacheRequests) {
+            BrandProductResponse response = doRealRecall(request.getRequest());
+            results.put(request.getRequest(), response);
+        }
+        return results;
+    }
+
+    /**
+     * 真正的召回入口
+     *
+     * @param brandProductRequest
+     * @return
+     */
+    private BrandProductResponse doRealRecall(BrandProductRequest brandProductRequest) {
+        //1 获取个性化的和非个性化的brandId viewNum个
+        List<AggBrand> aggBrands = aggBrandService.aggBrands(brandProductRequest.getParamQueryFilter());
+        if (org.springframework.util.CollectionUtils.isEmpty(aggBrands)) {
+            return null;
+        }
+        List<Integer> aggBrandIds = aggBrands.stream().map(AggBrand::getBrandId).collect(Collectors.toList());
+        List<Integer> userPersonalbrandIds = new ArrayList<>();
+        if (brandProductRequest.hasUidOrUdid()) {
+            UserPersonalFactorRspNew userFactor = userComponent.queryUserPersionalFactor(brandProductRequest.getUid(), brandProductRequest.getUdid(), null);
+            userPersonalbrandIds = buildUserPersonalBrandIds(aggBrandIds, userFactor, brandProductRequest.getBrandCount());
+        }
+        if (userPersonalbrandIds.size() < brandProductRequest.getBrandCount()) {
+            aggBrandIds.removeAll(userPersonalbrandIds);
+            aggBrandIds = CollectionUtils.safeSubList(aggBrandIds, 0, brandProductRequest.getBrandCount() - userPersonalbrandIds.size());
+        }
+
+        //2、获取召回结果
+        batchRecall(brandProductRequest, userPersonalbrandIds, aggBrandIds);
+
+
+
+        return null;
+    }
+
+    private List<Integer> buildUserPersonalBrandIds(List<Integer> aggBrandIds,  UserPersonalFactorRspNew userFactor, int count) {
+        List<Integer> result = new ArrayList<>();
+        double userBrandVectorNorm = Word2VectorCalculator.getVectorListNorm(userFactor.getBrandVectorW2v());
+        List<BrandVectorScore> brandVectorScores = new ArrayList<>();
+
+        for (Integer brandId : aggBrandIds) {
+            List<Double> brandVector = brandVectorCacheBean.queryBrandVector(brandId, false);
+            if (brandVector == null || brandVector.isEmpty()) {
+                continue;
+            }
+            double score = Word2VectorCalculator.calScore(userFactor.getBrandVectorW2v(), userBrandVectorNorm, brandVector);
+            brandVectorScores.add(new BrandVectorScore(brandId, score));
+        }
+        if (brandVectorScores != null && !brandVectorScores.isEmpty()){
+            Collections.sort(brandVectorScores, (o1, o2) -> o2.getScore().compareTo(o1.getScore()));//得分高的排在前面
+            brandVectorScores = CollectionUtils.safeSubList(brandVectorScores, 0, count);
+            for (BrandVectorScore brandVectorScore : brandVectorScores) {
+                result.add(brandVectorScore.getBrandId());
+            }
+        }
+        return result;
+    }
+
+    private List<BrandProductRequestResponse> batchRecall(BrandProductRequest brandProductRequest, List<Integer> userPersonalbrandIds, List<Integer> aggBrandIds) {
+
+        List<Integer> brandIds = new ArrayList<>(userPersonalbrandIds);
+        brandIds.addAll(aggBrandIds);
+        int brandProductCount = brandProductRequest.getBrandProductCount() + 10;
+        ParamQueryFilter paramQueryFilter = brandProductRequest.getParamQueryFilter();
+
+        List<RecallRequest> brandRequests = brandIds.stream().map(brandId -> {
+            IStrategy strategy = new BrandHeatValueStrategy(brandId, brandProductCount);
+            return new RecallRequest(paramQueryFilter, strategy);
+        }).collect(Collectors.toList());
+
+
+
+
+
+        return null;
+
+    }
+
+}
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+

 package com.yoho.search.service.scene.activity;
 package com.yoho.search.service.scene.activity;
 
 
-import com.yoho.search.common.SearchCommonService;
 import com.yoho.search.models.SearchApiResult;
 import com.yoho.search.models.SearchApiResult;
 import com.yoho.search.service.helper.*;
 import com.yoho.search.service.helper.*;
-import com.yoho.search.service.recall.beans.builder.UserRecallRequestBuilder;
-import com.yoho.search.service.recall.beans.persional.UserPersionalFactorComponent;
-import com.yoho.search.service.recall.beans.vector.BrandVectorCacheBean;
 import com.yoho.search.service.recall.models.common.ParamQueryFilter;
 import com.yoho.search.service.recall.models.common.ParamQueryFilter;
 import org.apache.commons.collections.MapUtils;
 import org.apache.commons.collections.MapUtils;
 import org.apache.commons.lang.StringUtils;
 import org.apache.commons.lang.StringUtils;
@@ -28,7 +24,7 @@ public class AggBrandProductListService implements ApplicationEventPublisherAwar
 
 
     private ApplicationEventPublisher publisher;
     private ApplicationEventPublisher publisher;
     @Autowired
     @Autowired
-    private BrandProductCacheBean brandProductCacheBean;
+    private AggBrandProductCacheBean brandProductCacheBean;
     @Autowired
     @Autowired
     private SearchQueryHelper searchServiceHelepr;
     private SearchQueryHelper searchServiceHelepr;
 
 

@@ -14,6 +14,7 @@ import com.yoho.search.cache.model.CacheObject;
 import com.yoho.search.common.SearchCommonService;
 import com.yoho.search.common.SearchCommonService;
 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.service.helper.SearchParamHelper;
 import com.yoho.search.service.recall.models.common.ParamQueryFilter;
 import com.yoho.search.service.recall.models.common.ParamQueryFilter;
 import org.elasticsearch.index.query.BoolQueryBuilder;
 import org.elasticsearch.index.query.BoolQueryBuilder;
 import org.elasticsearch.search.aggregations.AbstractAggregationBuilder;
 import org.elasticsearch.search.aggregations.AbstractAggregationBuilder;
@@ -36,15 +37,14 @@ public class AggBrandService extends AbstractPageComponent<List<AggBrand>> {
 
 
     @Autowired
     @Autowired
     private SearchCommonService searchCommonService;
     private SearchCommonService searchCommonService;
+    @Autowired
+    private SearchParamHelper searchParamHelper;
 
 
     public List<AggBrand> aggBrands(ParamQueryFilter paramQueryFilter) {
     public List<AggBrand> aggBrands(ParamQueryFilter paramQueryFilter) {
         RedisKeyBuilder redisKeyBuilder = this.genRedisKeyBuilder(paramQueryFilter);
         RedisKeyBuilder redisKeyBuilder = this.genRedisKeyBuilder(paramQueryFilter);
         List<AggBrand> value = queryFromCache(redisKeyBuilder);
         List<AggBrand> value = queryFromCache(redisKeyBuilder);
         if (CollectionUtils.isEmpty(value)) {
         if (CollectionUtils.isEmpty(value)) {
-
-
-
-//            value = getFromEs(searchParam);
+            value = getFromEs(searchParamHelper.buildSearchParam(paramQueryFilter));
             if (!CollectionUtils.isEmpty(value)) {
             if (!CollectionUtils.isEmpty(value)) {
                 addToRedisAndEhcache(redisKeyBuilder, value);
                 addToRedisAndEhcache(redisKeyBuilder, value);
             }
             }

+package com.yoho.search.service.scene.activity;
+
+
+import com.yoho.search.base.utils.ISearchConstants;
+import com.yoho.search.base.utils.ProductIndexEsField;
+import com.yoho.search.cache.beans.AbstractCacheBean;
+import com.yoho.search.common.SearchCommonService;
+import com.yoho.search.core.es.model.SearchParam;
+import com.yoho.search.core.es.model.SearchResult;
+import com.yoho.search.service.recall.models.req.RecallRequest;
+import com.yoho.search.service.recall.models.req.RecallRequestResponse;
+import com.yoho.search.service.recall.models.req.RecallResponse;
+import com.yoho.search.service.recall.models.req.SknBaseInfoResponse;
+import org.apache.commons.collections.MapUtils;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+import java.util.*;
+
+@Component
+public class BatchBrandProductCacheBean extends AbstractCacheBean<RecallRequest, SknBaseInfoResponse, BatchBrandProductRequestResponse> {
+
+
+    @Autowired
+    private SearchCommonService searchCommonService;
+
+    /**
+     * 批量召回入口
+     *
+     * @param batchRecallRequests
+     * @return
+     */
+    public List<BatchBrandProductRequestResponse> batchRecallAndCache(final List<RecallRequest> batchRecallRequests) {
+        //1、构造请求
+        final List<BatchBrandProductRequestResponse> results = new ArrayList<>();
+        for (RecallRequest request : batchRecallRequests) {
+            results.add(new BatchBrandProductRequestResponse(request));
+        }
+        //2、执行查询
+        this.bacthFillResponseWithCache(results, batchRecallRequests.size());
+        //3、返回结果
+        return results;
+    }
+
+    @Override
+    protected boolean useEhCache() {
+        return false;
+    }
+
+    @Override
+    protected Map<RecallRequest, SknBaseInfoResponse> queryMissCacheRequestResults(List<BatchBrandProductRequestResponse> missCacheRequests) {
+        Map<RecallRequest, SknBaseInfoResponse> results = new HashMap<>();
+        if (missCacheRequests == null || missCacheRequests.isEmpty()) {
+            return results;
+        }
+        List<String> includeFields = Arrays.asList(ProductIndexEsField.productId,ProductIndexEsField.productSkn,ProductIndexEsField.brandId,ProductIndexEsField.productFeatureFactor,ProductIndexEsField.heatValue);
+        List<SearchParam> searchParams = new ArrayList<>();
+        for (BatchBrandProductRequestResponse requestResponse : missCacheRequests) {
+            SearchParam searchParam = requestResponse.getRequest().searchParam();
+            searchParam.setIncludeFields(includeFields);
+            searchParams.add(searchParam);
+        }
+        List<SearchResult> searchResults = searchCommonService.doMutiSearch(ISearchConstants.INDEX_NAME_PRODUCT_INDEX, searchParams);
+
+        for (int i = 0; i < missCacheRequests.size(); i++) {
+            RecallRequest request = missCacheRequests.get(i).getRequest();
+            SearchResult searchResult = searchResults.get(i);
+            SknBaseInfoResponse response = this.buildResponse(searchResult);
+            results.put(request,response);
+        }
+
+        return null;
+    }
+
+    private SknBaseInfoResponse buildResponse(SearchResult searchResult) {
+        List<Map<String, Object>> productList = searchResult.getResultList();
+        List<Integer> recallSknList = new ArrayList<>();
+        //1、构建结果
+        for (Map<String, Object> productInfo : productList) {
+            Integer productSkn = MapUtils.getInteger(productInfo, ProductIndexEsField.productSkn, 0);
+            recallSknList.add(productSkn);
+        }
+        return null;//new RecallResponse(searchResult.getTotal(),recallSknList);
+    }
+}

+package com.yoho.search.service.scene.activity;
+
+import com.yoho.search.base.utils.Transfer;
+import com.yoho.search.cache.model.AbstractCacheRequestResponse;
+import com.yoho.search.service.recall.models.req.RecallRequest;
+import com.yoho.search.service.recall.models.req.SknBaseInfoResponse;
+
+public class BatchBrandProductRequestResponse extends AbstractCacheRequestResponse<RecallRequest, SknBaseInfoResponse> {
+    public BatchBrandProductRequestResponse(RecallRequest request) {
+        super(request);
+    }
+
+    @Override
+    public Transfer<String, SknBaseInfoResponse> getToResponseTransfer() {
+        return null;
+    }
+
+    @Override
+    public Transfer<SknBaseInfoResponse, String> getFromResponseTransfer() {
+        return null;
+    }
+}

+package com.yoho.search.service.scene.activity;
+
+import com.yoho.search.base.utils.ProductIndexEsField;
+import com.yoho.search.cache.CacheTimeConstants;
+import com.yoho.search.service.recall.beans.strategy.StrategyEnum;
+import com.yoho.search.service.recall.beans.strategy.impls.CommonHeatValueStrategy;
+import org.elasticsearch.index.query.BoolQueryBuilder;
+import org.elasticsearch.index.query.QueryBuilder;
+import org.elasticsearch.index.query.QueryBuilders;
+import org.elasticsearch.search.sort.SortBuilder;
+
+public class BrandHeatValueStrategy extends CommonHeatValueStrategy {
+    protected Integer brandId;
+
+    public BrandHeatValueStrategy(int size, Integer brandId) {
+        super(size);
+        this.brandId = brandId;
+    }
+
+
+    //todo
+    @Override
+    public StringBuilder defaultStrategyKey() {
+        return null;
+    }
+
+
+    @Override
+    public StrategyEnum strategtEnum() {
+        return super.strategtEnum();
+    }
+
+    @Override
+    public QueryBuilder extendFilter() {
+        BoolQueryBuilder filter = QueryBuilders.boolQuery();
+        filter.must(QueryBuilders.termQuery(ProductIndexEsField.brandId, brandId));
+        return filter;
+    }
+
+    @Override
+    public SortBuilder<?> sortBuilder() {
+        return super.sortBuilder();
+    }
+
+    @Override
+    public int size() {
+        return super.size();
+    }
+
+    @Override
+    public int cacheTimeInMinute() {
+        return CacheTimeConstants.CACHE_60_MINUTE;
+    }
+
+    //todo
+    @Override
+    public String strategyCacheKey() {
+        return super.strategyCacheKey();
+    }
+}