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@@ -3,8 +3,8 @@ package com.yoho.search.recall.scene.beans.persional; |
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import com.yoho.search.core.personalized.models.SortBrand;
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import com.yoho.search.core.personalized.models.SortPriceAreas;
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import com.yoho.search.core.personalized.models.UserPersonalFactorRspNew;
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import com.yoho.search.recall.scene.config.RecallCommonConfigService;
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import com.yoho.search.recall.scene.beans.vector.SortBrandVectorComponent;
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import com.yoho.search.recall.scene.constants.RecallCommonConstants;
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import com.yoho.search.recall.scene.models.personal.PagePersonalFactor;
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import com.yoho.search.recall.scene.models.personal.UserPersonalFactor;
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import com.yoho.search.recall.scene.models.req.UserRecallRequest;
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@@ -28,6 +28,8 @@ public class QueryUserPersionalFactorBean { |
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private UserPersionalFactorComponent userComponent;
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@Autowired
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private SortBrandVectorComponent sortBrandVectorComponent;
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@Autowired
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private RecallCommonConfigService recallCommonConfigService;
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/**
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* 获取个性化因子
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@@ -54,7 +56,6 @@ public class QueryUserPersionalFactorBean { |
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begin = System.currentTimeMillis();
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UserPersonalFactorRspNew userFactor = userComponent.queryUserPersionalFactor(userRecallRequest.getUid(), userRecallRequest.getUdid(), pageFactor.getMisortIds());
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cost = System.currentTimeMillis() - begin;
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if (userRecallRequest.openDetailLog()) {
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StringBuilder sizeLogInfo = new StringBuilder();
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sizeLogInfo.append("SKN_SIZE is ").append(userFactor.getRecommendSknList().size()).append(";");
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@@ -66,10 +67,9 @@ public class QueryUserPersionalFactorBean { |
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} else {
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RECALL_NEW_LOGGER.info("QueryUserPersionalFactorBean[2]:queryUserPersionalFactor. uid is[{}],udid is[{}], cost is[{}]", uid, udid, cost);
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}
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//3、构造结果
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begin = System.currentTimeMillis();
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UserPersonalFactor userPersonalFactor = this.buildUserPersonalFactor(pageFactor, userFactor);
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UserPersonalFactor userPersonalFactor = this.buildUserPersonalFactor(userRecallRequest.getPageId(), pageFactor, userFactor);
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cost = System.currentTimeMillis() - begin;
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RECALL_NEW_LOGGER.info("QueryUserPersionalFactorBean[3]:buildUserPersonalFactor, uid is[{}],udid is[{}], cost is[{}ms],", uid, udid, cost);
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return userPersonalFactor;
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@@ -79,7 +79,7 @@ public class QueryUserPersionalFactorBean { |
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}
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}
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private UserPersonalFactor buildUserPersonalFactor(PagePersonalFactor pageFactor, UserPersonalFactorRspNew userFactor) {
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private UserPersonalFactor buildUserPersonalFactor(int pageId, PagePersonalFactor pageFactor, UserPersonalFactorRspNew userFactor) {
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//1、构造品类价格带
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List<SortPriceAreas> sortPriceAreasList = this.getSortPriceAreasListWithSort(userFactor, pageFactor);
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//2、构造推荐的skn列表
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@@ -93,21 +93,20 @@ public class QueryUserPersionalFactorBean { |
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pageSortBrandKeys.add(pageSortBrand.key());
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}
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//4、构造实时【品类+品牌】
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int maxRealTimeSortBrandCount = RecallCommonConstants.maxRealTimeSortBrandCount;
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List<SortBrand> realTimeSortBrandList = this.getSortBrandListWithSort(pageSortBrandKeys, filterSortBrandKeys, userFactor.getRealTimeSortBrandList(), maxRealTimeSortBrandCount);
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int recSortBrandCount = recallCommonConfigService.getRecSortBrandCount(pageId);
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List<SortBrand> realTimeSortBrandList = this.getSortBrandListWithSort(pageSortBrandKeys, filterSortBrandKeys, userFactor.getRealTimeSortBrandList(), recSortBrandCount);
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for (SortBrand existSortBrand : realTimeSortBrandList) {
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filterSortBrandKeys.add(existSortBrand.key());
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}
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//5、构造基于RNN向量的【品牌+品牌】,去除实时的品类和品牌
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List<SortBrand> vectorRnnSortBrandList = new ArrayList<>();
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// int maxVectorRNNSortBrandCount = RecallCommonConstants.maxVectorRNNSortBrandCount;
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// List<SortBrand> vectorRnnSortBrandList = sortBrandVectorComponent.queryVectorSortBrandList(pageFactor, filterSortBrandKeys, userFactor.getBrandVector(), userFactor.getSortBrandVector(),true, maxVectorRNNSortBrandCount);
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// for (SortBrand existSortBrand : vectorRnnSortBrandList) {
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// filterSortBrandKeys.add(existSortBrand.key());
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// }
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int vectorRNNSortBrandCount = recallCommonConfigService.getVectorRNNSortBrandCount(pageId);
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List<SortBrand> vectorRnnSortBrandList = sortBrandVectorComponent.queryVectorSortBrandList(pageFactor, filterSortBrandKeys, userFactor.getBrandVector(), userFactor.getSortBrandVector(), true, vectorRNNSortBrandCount);
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for (SortBrand existSortBrand : vectorRnnSortBrandList) {
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filterSortBrandKeys.add(existSortBrand.key());
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}
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//6、构造基于W2V向量的【品牌+品牌】,去除实时的品类和品牌
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int maxVectorW2SortBrandCount = RecallCommonConstants.maxVectorW2SortBrandCount;
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List<SortBrand> vectorW2vSortBrandList = sortBrandVectorComponent.queryVectorSortBrandList(pageFactor, filterSortBrandKeys, userFactor.getBrandVectorW2v(), userFactor.getSortBrandVectorW2v(), false, maxVectorW2SortBrandCount);
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int vecW2vSortBrandCount = recallCommonConfigService.getVectorW2vSortBrandCount(pageId);
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List<SortBrand> vectorW2vSortBrandList = sortBrandVectorComponent.queryVectorSortBrandList(pageFactor, filterSortBrandKeys, userFactor.getBrandVectorW2v(), userFactor.getSortBrandVectorW2v(), false, vecW2vSortBrandCount);
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for (SortBrand existSortBrand : vectorW2vSortBrandList) {
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filterSortBrandKeys.add(existSortBrand.key());
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}
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