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[Springcloud一步步實(shí)現(xiàn)廣告系統(tǒng)]18.查詢(xún)返回廣告創(chuàng)意

根據(jù)三個(gè)維度繼續(xù)過(guò)濾

在上一節(jié)中我們實(shí)現(xiàn)了根據(jù)流量信息過(guò)濾的代碼,但是我們的條件有可能是多條件一起傳給我們的檢索服務(wù)的,本節(jié)我們繼續(xù)實(shí)現(xiàn)根據(jù)推廣單元的三個(gè)維度條件的過(guò)濾。

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  • SearchImpl類(lèi)中添加過(guò)濾方法
public class SearchImpl implements ISearch {
    @Override
    public SearchResponse fetchAds(SearchRequest request) {
        ...
            // 根據(jù)三個(gè)維度過(guò)濾
            if (featureRelation == FeatureRelation.AND) {
                filterKeywordFeature(adUnitIdSet, keywordFeature);
                filterHobbyFeature(adUnitIdSet, hobbyFeatrue);
                filterDistrictFeature(adUnitIdSet, districtFeature);

                targetUnitIdSet = adUnitIdSet;
            } else {
                getOrRelationUnitIds(adUnitIdSet, keywordFeature, hobbyFeatrue, districtFeature);
            }
        }
        return null;
    }
  • 定義三個(gè)方法實(shí)現(xiàn)過(guò)濾
/**
     * 獲取三個(gè)維度各自滿(mǎn)足時(shí)的廣告id
     */
    private Set getOrRelationUnitIds(Set adUnitIdsSet,
                                           KeywordFeature keywordFeature,
                                           HobbyFeatrue hobbyFeatrue,
                                           DistrictFeature districtFeature) {
        if (CollectionUtils.isEmpty(adUnitIdsSet)) return Collections.EMPTY_SET;

        // 我們?cè)谔幚淼臅r(shí)候,需要對(duì)副本進(jìn)行處理,大家可以考慮一下為什么需要這么做?
        Set keywordUnitIdSet = new HashSet<>(adUnitIdsSet);
        Set hobbyUnitIdSet = new HashSet<>(adUnitIdsSet);
        Set districtUnitIdSet = new HashSet<>(adUnitIdsSet);

        filterKeywordFeature(keywordUnitIdSet, keywordFeature);
        filterHobbyFeature(hobbyUnitIdSet, hobbyFeatrue);
        filterDistrictFeature(districtUnitIdSet, districtFeature);

        // 返回它們的并集
        return new HashSet<>(
                CollectionUtils.union(
                        CollectionUtils.union(keywordUnitIdSet, hobbyUnitIdSet),
                        districtUnitIdSet
                )
        );
    }

    /**
     * 根據(jù)傳遞的關(guān)鍵詞過(guò)濾
     */
    private void filterKeywordFeature(Collection adUnitIds, KeywordFeature keywordFeature) {
        if (CollectionUtils.isEmpty(adUnitIds)) return;
        if (CollectionUtils.isNotEmpty(keywordFeature.getKeywords())) {
            // 如果存在需要過(guò)濾的關(guān)鍵詞,查找索引實(shí)例對(duì)象進(jìn)行過(guò)濾處理
            CollectionUtils.filter(
                    adUnitIds,
                    adUnitId -> IndexDataTableUtils.of(UnitKeywordIndexAwareImpl.class)
                                                   .match(adUnitId, keywordFeature.getKeywords())
            );
        }
    }

    /**
     * 根據(jù)傳遞的興趣信息過(guò)濾
     */
    private void filterHobbyFeature(Collection adUnitIds, HobbyFeatrue hobbyFeatrue) {
        if (CollectionUtils.isEmpty(adUnitIds)) return;
        // 如果存在需要過(guò)濾的興趣,查找索引實(shí)例對(duì)象進(jìn)行過(guò)濾處理
        if (CollectionUtils.isNotEmpty(hobbyFeatrue.getHobbys())) {
            CollectionUtils.filter(
                    adUnitIds,
                    adUnitId -> IndexDataTableUtils.of(UnitHobbyIndexAwareImpl.class)
                                                   .match(adUnitId, hobbyFeatrue.getHobbys())
            );
        }
    }

    /**
     * 根據(jù)傳遞的地域信息過(guò)濾
     */
    private void filterDistrictFeature(Collection adUnitIds, DistrictFeature districtFeature) {
        if (CollectionUtils.isEmpty(adUnitIds)) return;
        // 如果存在需要過(guò)濾的地域信息,查找索引實(shí)例對(duì)象進(jìn)行過(guò)濾處理
        if (CollectionUtils.isNotEmpty(districtFeature.getProvinceAndCities())) {
            CollectionUtils.filter(
                    adUnitIds,
                    adUnitId -> {
                        return IndexDataTableUtils.of(UnitDistrictIndexAwareImpl.class)
                                                  .match(adUnitId, districtFeature.getProvinceAndCities());
                    }
            );
        }
    }
根據(jù)推廣單元id獲取推廣創(chuàng)意

我們知道,推廣單元和推廣創(chuàng)意的關(guān)系是多對(duì)多,從上文我們查詢(xún)到了推廣單元ids,接下來(lái)我們實(shí)現(xiàn)根據(jù)推廣單元id獲取推廣創(chuàng)意的代碼,let's code.
首先,我們需要在com.sxzhongf.ad.index.creative_relation_unit.CreativeRelationUnitIndexAwareImpl 關(guān)聯(lián)索引中查到推廣創(chuàng)意的ids

 /**
     * 通過(guò)推廣單元id獲取推廣創(chuàng)意id
     */
    public List selectAdCreativeIds(List unitIndexObjects) {
        if (CollectionUtils.isEmpty(unitIndexObjects)) return Collections.emptyList();

        //獲取要返回的廣告創(chuàng)意ids
        List result = new ArrayList<>();
        for (AdUnitIndexObject unitIndexObject : unitIndexObjects) {
            //根據(jù)推廣單元id獲取推廣創(chuàng)意
            Set adCreativeIds = unitRelationCreativeMap.get(unitIndexObject.getUnitId());
            if (CollectionUtils.isNotEmpty(adCreativeIds)) result.addAll(adCreativeIds);
        }

        return result;
    }

然后得到了推廣創(chuàng)意的id list后,我們?cè)趧?chuàng)意索引實(shí)現(xiàn)類(lèi)com.sxzhongf.ad.index.creative.CreativeIndexAwareImpl中定義根據(jù)ids查詢(xún)創(chuàng)意的方法。

/**
 * 根據(jù)ids獲取創(chuàng)意list
 */
public List findAllByIds(Collection ids) {
    if (CollectionUtils.isEmpty(ids)) return Collections.emptyList();
    List result = new ArrayList<>();

    for (Long id : ids) {
        CreativeIndexObject object = get(id);
        if (null != object)
            result.add(object);
    }

    return result;
}

自此,我們已經(jīng)得到了想要的推廣單元和推廣創(chuàng)意,因?yàn)橥茝V單元包含了推廣計(jì)劃,所以我們想要的數(shù)據(jù)已經(jīng)全部可以獲取到了,接下來(lái),我們還得過(guò)濾一次當(dāng)前我們查詢(xún)到的數(shù)據(jù)的狀態(tài),因?yàn)橛械臄?shù)據(jù),我們可能已經(jīng)進(jìn)行過(guò)邏輯刪除了,因此還需要判斷獲取的數(shù)據(jù)是否有效。在SearchImpl類(lèi)中實(shí)現(xiàn)。

  /**
   * 根據(jù)狀態(tài)信息過(guò)濾數(shù)據(jù)
   */
  private void filterAdUnitAndPlanStatus(List unitIndexObjects, CommonStatus status) {
      if (CollectionUtils.isEmpty(unitIndexObjects)) return;

      //同時(shí)判斷推廣單元和推廣計(jì)劃的狀態(tài)
      CollectionUtils.filter(
              unitIndexObjects,
              unitIndexObject -> unitIndexObject.getUnitStatus().equals(status.getStatus()) &&
                      unitIndexObject.getAdPlanIndexObject().getPlanStatus().equals(status.getStatus())
      );
  }

SearchImpl中我們實(shí)現(xiàn)廣告創(chuàng)意的查詢(xún).

...

//獲取 推廣計(jì)劃 對(duì)象list
List unitIndexObjects = IndexDataTableUtils.of(AdUnitIndexAwareImpl.class).fetch(adUnitIdSet);
//根據(jù)狀態(tài)過(guò)濾數(shù)據(jù)
filterAdUnitAndPlanStatus(unitIndexObjects, CommonStatus.VALID);
//獲取 推廣創(chuàng)意 id list
List creativeIds = IndexDataTableUtils.of(CreativeRelationUnitIndexAwareImpl.class)
                                            .selectAdCreativeIds(unitIndexObjects);
//根據(jù) 推廣創(chuàng)意ids獲取推廣創(chuàng)意
List creativeIndexObjects = IndexDataTableUtils.of(CreativeIndexAwareImpl.class)
...
根據(jù)廣告位adslot 實(shí)現(xiàn)對(duì)創(chuàng)意數(shù)據(jù)的過(guò)濾

因?yàn)槲覀兊膹V告位是有不同的大小,不同的類(lèi)型,因此,我們?cè)讷@取到所有符合我們查詢(xún)維度以及流量類(lèi)型的條件后,還需要針對(duì)不同的廣告位來(lái)展示不同的廣告創(chuàng)意信息。

/**
* 根據(jù)廣告位類(lèi)型以及參數(shù)獲取展示的合適廣告信息
*
* @param creativeIndexObjects 所有廣告創(chuàng)意
* @param width                廣告位width
* @param height               廣告位height
*/
private void filterCreativeByAdSlot(List creativeIndexObjects,
                                  Integer width,
                                  Integer height,
                                  List type) {
  if (CollectionUtils.isEmpty(creativeIndexObjects)) return;

  CollectionUtils.filter(
          creativeIndexObjects,
          creative -> {
              //審核狀態(tài)必須是通過(guò)
              return creative.getAuditStatus().equals(CommonStatus.VALID.getStatus())
                      && creative.getWidth().equals(width)
                      && creative.getHeight().equals(height)
                      && type.contains(creative.getType());
          }
  );
}
  • 組建搜索返回對(duì)象
    正常業(yè)務(wù)場(chǎng)景中,同一個(gè)廣告位可以展示多個(gè)廣告信息,也可以只展示一個(gè)廣告信息,這個(gè)需要根據(jù)具體的業(yè)務(wù)場(chǎng)景來(lái)做不同的處理,本次為了演示方便,會(huì)從返回的創(chuàng)意列表中隨機(jī)選擇一個(gè)創(chuàng)意廣告信息進(jìn)行展示,當(dāng)然大家也可以根據(jù)業(yè)務(wù)類(lèi)型,設(shè)置不同的優(yōu)先級(jí)或者權(quán)重值來(lái)進(jìn)行廣告選擇。
/**
 * 從創(chuàng)意列表中隨機(jī)獲取一條創(chuàng)意廣告返回出去
 *
 * @param creativeIndexObjects 創(chuàng)意廣告list
 */
private List buildCreativeResponse(List creativeIndexObjects) {
    if (CollectionUtils.isEmpty(creativeIndexObjects)) return Collections.EMPTY_LIST;

    //隨機(jī)獲取一個(gè)廣告創(chuàng)意,也可以實(shí)現(xiàn)優(yōu)先級(jí)排序,也可以根據(jù)權(quán)重值等等,具體根據(jù)業(yè)務(wù)
    CreativeIndexObject randomObject = creativeIndexObjects.get(
            Math.abs(new Random().nextInt()) % creativeIndexObjects.size()
    );
    //List result = new ArrayList<>();
    //result.add(SearchResponse.convert(randomObject));

    return Collections.singletonList(
            SearchResponse.convert(randomObject)
    );
}

完整的請(qǐng)求過(guò)濾實(shí)現(xiàn)方法:

@Service
@Slf4j
public class SearchImpl implements ISearch {
    @Override
    public SearchResponse fetchAds(SearchRequest request) {

        //獲取請(qǐng)求廣告位信息
        List adSlotList = request.getRequestInfo().getAdSlots();

        //獲取三個(gè)Feature信息
        KeywordFeature keywordFeature = request.getFeatureInfo().getKeywordFeature();
        HobbyFeatrue hobbyFeatrue = request.getFeatureInfo().getHobbyFeatrue();
        DistrictFeature districtFeature = request.getFeatureInfo().getDistrictFeature();
        //Feature關(guān)系
        FeatureRelation featureRelation = request.getFeatureInfo().getRelation();

        //構(gòu)造響應(yīng)對(duì)象
        SearchResponse response = new SearchResponse();
        Map> adSlotRelationAds = response.getAdSlotRelationAds();

        for (AdSlot adSlot : adSlotList) {
            Set targetUnitIdSet;
            //根據(jù)流量類(lèi)型從緩存中獲取 初始 廣告信息
            Set adUnitIdSet = IndexDataTableUtils.of(
                    AdUnitIndexAwareImpl.class
            ).match(adSlot.getPositionType());

            // 根據(jù)三個(gè)維度過(guò)濾
            if (featureRelation == FeatureRelation.AND) {
                filterKeywordFeature(adUnitIdSet, keywordFeature);
                filterHobbyFeature(adUnitIdSet, hobbyFeatrue);
                filterDistrictFeature(adUnitIdSet, districtFeature);

                targetUnitIdSet = adUnitIdSet;
            } else {
                targetUnitIdSet = getOrRelationUnitIds(adUnitIdSet, keywordFeature, hobbyFeatrue, districtFeature);
            }
            //獲取 推廣計(jì)劃 對(duì)象list
            List unitIndexObjects = IndexDataTableUtils.of(AdUnitIndexAwareImpl.class)
                                                                          .fetch(targetUnitIdSet);
            //根據(jù)狀態(tài)過(guò)濾數(shù)據(jù)
            filterAdUnitAndPlanStatus(unitIndexObjects, CommonStatus.VALID);

            //獲取 推廣創(chuàng)意 id list
            List creativeIds = IndexDataTableUtils.of(CreativeRelationUnitIndexAwareImpl.class)
                                                        .selectAdCreativeIds(unitIndexObjects);
            //根據(jù) 推廣創(chuàng)意ids獲取推廣創(chuàng)意
            List creativeIndexObjects = IndexDataTableUtils.of(CreativeIndexAwareImpl.class)
                                                                                .fetch(creativeIds);

            //根據(jù) 廣告位adslot 實(shí)現(xiàn)對(duì)創(chuàng)意數(shù)據(jù)的過(guò)濾
            filterCreativeByAdSlot(creativeIndexObjects, adSlot.getWidth(), adSlot.getHeight(), adSlot.getType());

            //一個(gè)廣告位可以展示多個(gè)廣告,也可以?xún)H展示一個(gè)廣告,具體根據(jù)業(yè)務(wù)來(lái)定
            adSlotRelationAds.put(
                    adSlot.getAdSlotCode(),
                    buildCreativeResponse(creativeIndexObjects)
            );
        }

        return response;
    }
    ...
檢索服務(wù)對(duì)外提供
  • 暴露API接口
    上文中,我們實(shí)現(xiàn)了檢索服務(wù)的核心邏輯,接下來(lái),我們需要對(duì)外暴露我們的廣告檢索服務(wù)接口,在SearchController中提供:

        @PostMapping("/fetchAd")
        public SearchResponse fetchAdCreative(@RequestBody SearchRequest request) {
            log.info("ad-serach: fetchAd ->{}", JSON.toJSONString(request));
            return search.fetchAds(request);
        }
  • 實(shí)現(xiàn)API網(wǎng)關(guān)配置

    zuul:
    routes:
        sponsor: #在路由中自定義服務(wù)路由名稱(chēng)
        path: /ad-sponsor/**
        serviceId: mscx-ad-sponsor #微服務(wù)name
        strip-prefix: false
        search: #在路由中自定義服務(wù)路由名稱(chēng)
        path: /ad-search/**
        serviceId: mscx-ad-search #微服務(wù)name
        strip-prefix: false
    prefix: /gateway/api
    strip-prefix: true #不對(duì) prefix: /gateway/api 設(shè)置的路徑進(jìn)行截取,默認(rèn)轉(zhuǎn)發(fā)會(huì)截取掉配置的前綴

新聞名稱(chēng):[Springcloud一步步實(shí)現(xiàn)廣告系統(tǒng)]18.查詢(xún)返回廣告創(chuàng)意
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