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算法程序-经过log重现计算过程

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在线会员 todhHKRA 发表于 2022-12-30 14:36:05 | 显示全部楼层 |阅读模式 打印 上一主题 下一主题
中心算法类
  1. public class ShopScorer extends BaseScorer {
  3.     private static final Logger logger = Logger.getLogger(ShopScorer.class);
  5.     private ShopProxy shopProxy;
  7.     @Override
  8.     public String getAlgoType(){
  10.         return "rule-shop";
  11.     }
  13.     @Override
  14.     public String getAlgoVersion(){
  15.         return "1.0";
  16.     }
  18.     @Override
  19.     protected int getScoreLevel(){
  20.         return 1;
  21.     }
  23.     @Override
  24.     protected ScoreResult calculate(String requestId
  25.             , Context context
  26.             , List<LaunchInfo> launchInfoList) {
  27.             SceneContext sceneContext = context.getSceneContext();
  28.             UserContext userContext = context.getUserContext();
  29.         ShopInfo viewShopInfo = shopProxy.load(sceneContext.getViewShopId());
  31.         if(sceneContext.getSlotId() == 10004 && requestId.hashCode()%100 == 1) {
  32.             logger.debug("testlog:" + requestId + "|sceneContext:" + new Gson().toJson(sceneContext));
  33.             logger.debug("testlog:" + requestId + "|userContext:" + new Gson().toJson(userContext));
  34.             logger.debug("testlog:" + requestId + "|launchInfoList:" + new Gson().toJson(launchInfoList));
  35.         }
  36.         if(0 == sceneContext.getShopType() && viewShopInfo!=null && String.valueOf(viewShopInfo.getShopType())!=null)
  37.         {
  38.             sceneContext.setShopType(viewShopInfo.getShopType());
  39.         }
  41.         String viewShopInfoStatus = "";
  42.         if (viewShopInfo == null){
  43.             viewShopInfoStatus = "null";
  44.             logger.debug("load shop info fails, viewShopId<" + sceneContext.getViewShopId() + ">");
  46.             viewShopInfo = new ShopInfo();
  47.             viewShopInfo.setShopType(sceneContext.getShopType());
  48.             viewShopInfo.setMainCategoryId(sceneContext.getCategoryId());
  49.             viewShopInfo.setDistrictId(sceneContext.getDistrictId());
  50.             viewShopInfo.setMainRegionId(sceneContext.getRegionId());
  51.             viewShopInfo.setCategoryIds(new HashSet<Integer>());
  52.             viewShopInfo.setRegionIds(new HashSet<Integer>());
  53.             viewShopInfo.setDishTags(new ArrayList<Tag>());
  54.             viewShopInfo.setShopTags(new ArrayList<Tag>());
  55.         }
  57.         if(sceneContext.getSlotId() == 10004 && requestId.hashCode()%100 == 1) {
  58.             logger.debug("testlog:" + requestId + "|viewShopInfo" + viewShopInfoStatus + ":" + new Gson().toJson(viewShopInfo));
  59.         }
  61.         List<LaunchScore> scores = new ArrayList<LaunchScore>();
  63.         for (int i = 0; i < launchInfoList.size(); ++i){
  65.             LaunchInfo launchInfo = launchInfoList.get(i);
  67.             double score = calculateLaunchScore(launchInfo, viewShopInfo, userContext);
  69.             if (score > ConstDef.INVALID_SCORE){
  70.                 LaunchScore launchScore = new LaunchScore(launchInfo.getLaunchId(), score, this.getScoreLevel());
  71.                 scores.add(launchScore);
  72.             }
  73.         }
  75.         if(sceneContext.getSlotId() == 10004 && requestId.hashCode()%100 == 1) {
  76.             logger.debug("testlog:" + requestId + "|shopscores:" + new Gson().toJson(scores));
  77.         }
  78.         context.putScores("ShopScorer", LaunchScoreUtils.copy(scores));
  79.         return new ScoreResult(scores, getAlgo());
  80.     }
  82.     public void setShopProxy(ShopProxy shopProxy) {
  83.         this.shopProxy = shopProxy;
  84.     }
  86.     private double calculateLaunchScore(LaunchInfo launchInfo, ShopInfo viewShopInfo, UserContext userContext){
  88.         if (filterLaunch(launchInfo, viewShopInfo)) {
  89.             return 0.0;
  90.         }
  92.         ShopInfo shopInfo = launchInfo.getShopInfo();
  94.         return ShopScoreUtil.calculateShopScore(shopInfo, viewShopInfo, userContext);
  95.     }
  97.     private boolean filterLaunch(LaunchInfo launchInfo, ShopInfo viewShopInfo){
  99.         ShopInfo shopInfo = launchInfo.getShopInfo();
  101.         //共商户组
  102.         if (shopInfo.getShopGroupId() == viewShopInfo.getShopGroupId()){
  103.             return true;
  104.         }
  106.         //共店名
  107.         if (shopInfo.getShopName().equalsIgnoreCase(viewShopInfo.getShopName())){
  108.             return true;
  109.         }
  111.         return false;
  112.     }
  113. }
复造代码
已经有log:
testlog:ca61d15c-6340-47ac-a692-0ffaff97941f|sceneContext:{"adSlot":"APP_SHOP","slotId":10004,"cityId":2,"shopType":50,"categoryId":157,"districtId":14,"regionId":2578,"keyword":"","words":[],"keywordExMap":{},"distanceRange":0,"isNearSearch":false,"viewShopId":22048624,"hasBookSetting":false,"hasTakeaway":false,"hasDiscount":false,"minPrice":-2147483648,"maxPrice":2147483647,"sortId":"","isDiffCity":true}[midas-cpc-ranker]2015-08-17 10:46:58,360 DEBUG com.dianping.midas.ranker.scorer.shop.ShopScorer.calculate(ShopScorer.java:61) [com.dianping.midas.ranker.scorer.shop.ShopScorer] testlog:ca61d15c-6340-47ac-a692-0ffaff97941f|userContext:{"userId":50167011,"guid":"","dpId":"5799850515698742720","hasLocation":true,"lat":39.47993,"lng":116.03275}[midas-cpc-ranker]2015-08-17 10:46:58,401 DEBUG com.dianping.midas.ranker.scorer.shop.ShopScorer.calculate(ShopScorer.java:62) [com.dianping.midas.ranker.scorer.shop.ShopScorer] testlog:ca61d15c-6340-47ac-a692-0ffaff97941f|launchInfoList:[{"launchId":20031378,"shopId":5361031,"shopInfo":{"shopId":5361031,"shopGroupId":3287509,"cityId":2,"shopName":"皆仕俗阁专科男子好容连锁机构","branchName":"年夜悦乡店","altName":"皆仕俗阁男士SPA摄生加肥机构","shopType":50,"shopTypeName":"美人","mainCategoryId":50,"mainCategoryName":"美人","mainCategoryIds":[],"categoryIds":[],"categoryNames":[],"districtId":14,"districtName":"向阳区","mainRegionId":2871,"mainRegionName":"十里堡","regionIds":[16022,2871,22686,6967,8095,8106],"regionNames":["银河湾四时会旅店","永旺国内女伶 href="https://www.taojin168.com" target="_blank">商乡买物中间向阳年夜悦乡店","年青路天铁站","十里堡","向阳年夜悦乡","6号线"],"address":"年青路俗筑底商3-9","crossRoad":"向阳年夜悦乡","lat":39.922162,"lng":116.516341,"shopPower":35,"avgPrice":0,"popularity":4,"dishTags":[],"shopTags":[],"dishTagNames":[],"shopTagNames":[],"isOnline":true,"score":73,"tasteScore":75,"envScore":72,"serviceScore":73,"hasBookSetting":false,"hasTakeaway":false,"hasGroup":true,"hasPromo":false,"hasMemberCard":false,"priceLevel":0,"power":5,"monthlyHits":0,"landmarkID":0,"branchNumber":0,"picNumber":0,"popScore":0.0},"displayTemplate":10},{"launchId":20030232,"shopId":23226305,"shopInfo":{"shopId":23226305,"shopGroupId":23226305,"cityId":2,"shopName":"好甲西席们","branchName":"","altName":"","shopType":50,"shopTypeName":"美人","mainCategoryId":160,"mainCategoryName":"好甲","mainCategoryIds":[160],"categoryIds":[20043,160],"categoryNames":["好睫","好甲"],"districtId":14,"districtName":"向阳区","mainRegionId":23003,"mainRegionName":"百子湾","regionIds":[23003,22592,16221,22753,2078],"regionNames":["百衰买物中间东四环店","年夜视路","好罗乡买物中间","沃我玛买物广场年夜郊亭店","百子湾"],"address":"广渠路15号金茂府11楼211号","crossRoad":"国贸 单井 百子湾 西年夜视路 乐乡 珠江帝景 金茂府","lat":39.892524,"lng":116.47983,"shopPower":50,"avgPrice":0,"popularity":10,"dishTags":[{"name":"lynn","count":3}],"shopTags":[],"dishTagNames":["lynn"],"shopTagNames":[],"isOnline":true,"score":90,"tasteScore":89,"envScore":88,"serviceScore":90,"hasBookSetting":false,"hasTakeaway":false,"hasGroup":true,"hasPromo":false,"hasMemberCard":false,"priceLevel":0,"power":5,"monthlyHits":0,"landmarkID":0,"branchNumber":0,"picNumber":0,"popScore":0.0},"displayTemplate":10},{"launchId":20025993,"shopId":13821629,"shopInfo":{"shopId":13821629,"shopGroupId":13821624,"cityId":2,"shopName":"然泉舍歉胸连锁机构","branchName":"十里河店","altName":"","shopType":50,"shopTypeName":"美人","mainCategoryId":158,"mainCategoryName":"好容/SPA","mainCategoryIds":[158],"categoryIds":[158,159],"categoryNames":["肥身纤体","好容/SPA"],"districtId":14,"districtName":"向阳区","mainRegionId":1472,"mainRegionName":"劲紧/潘故里","regionIds":[16037,22535,2718,22597,2609,1472,16138,22616,22590,22603,22857,22537],"regionNames":["船舶沉工旅店","世纪近海宾馆","河北年夜厦","尾图","北京京瑞温泉国内旅店","强强北京国内商务旅店","万隆六合女伶 href="https://www.taojin168.com" target="_blank">商乡","汉华买物中间","五环年夜旅店","劲紧/潘故里","陕西年夜厦","少安带斯年夜饭馆"],"address":"京瑞年夜厦天使妇女旁","crossRoad":"","lat":39.867942,"lng":116.453395,"shopPower":45,"avgPrice":0,"popularity":4,"dishTags":[],"shopTags":[],"dishTagNames":[],"shopTagNames":[],"isOnline":true,"score":87,"tasteScore":86,"envScore":85,"serviceScore":87,"hasBookSetting":false,"hasTakeaway":false,"hasGroup":true,"hasPromo":false,"hasMemberCard":false,"priceLevel":0,"power":5,"monthlyHits":0,"landmarkID":0,"branchNumber":0,"picNumber":0,"popScore":0.0},"displayTemplate":10},{"launchId":20033191,"shopId":24054342,"shopInfo":{"shopId":24054342,"shopGroupId":24054342,"cityId":2,"shopName":"艺阁时髦","branchName":"旗舰店","altName":"","shopType":50,"shopTypeName":"美人","mainCategoryId":157,"mainCategoryName":"好收","mainCategoryIds":[157],"categoryIds":[157],"categoryNames":["好收"],"districtId":20,"districtName":"歉台区","mainRegionId":1507,"mainRegionName":"圆庄","regionIds":[1507,2668],"regionNames":["野乐祸圆庄店","圆庄"],"address":"蒲圆路1号1-8","crossRoad":"麦当逸","lat":39.864666,"lng":116.429529,"shopPower":35,"avgPrice":0,"popularity":2,"dishTags":[],"shopTags":[],"dishTagNames":[],"shopTagNames":[],"isOnline":true,"score":73,"tasteScore":73,"envScore":73,"serviceScore":73,"hasBookSetting":false,"hasTakeaway":false,"hasGroup":false,"hasPromo":false,"hasMemberCard":false,"priceLevel":0,"power":5,"monthlyHits":0,"landmarkID":0,"branchNumber":0,"picNumber":0,"popScore":0.0},"displayTemplate":10},{"launchId":20021695,"shopId":4175287,"shopInfo":{"shopId":4175287,"shopGroupId":4175287,"cityId":2,"shopName":"尚流SPA纤体中间","branchName":"SOHO尚皆店","altName":"蓝田丽彤","shopType":50,"shopTypeName":"美人","mainCategoryId":158,"mainCategoryName":"好容/SPA","mainCategoryIds":[158],"categoryIds":[158,159],"categoryNames":["肥身纤体","好容/SPA"],"districtId":14,"districtName":"向阳区","mainRegionId":1466,"mainRegionName":"晨中大巷","regionIds":[15917,2656,2188,2578,16118,2250,1465,3058,1466,16094],"regionNames":["世贸天阶","修中大巷","国贸","晨中大巷","晨中SOHO","熊猫格格","汉威年夜厦","SOHO尚皆","侨祸芳草天买物中间","怡亨旅店"],"address":"东年夜桥路8号SOHO尚皆北塔一层2116商店","crossRoad":"","lat":39.916273,"lng":116.447199,"shopPower":45,"avgPrice":259,"popularity":31,"dishTags":[{"name":"芬芳冷盐满身磨砂","count":20},{"name":"阿苏吠陀头部推拿","count":11},{"name":"巴厘岛听海就寝推拿","count":10},{"name":"意年夜利注氧仪","count":8}],"shopTags":[],"dishTagNames":["巴厘岛听海就寝推拿","芬芳冷盐满身磨砂","阿苏吠陀头部推拿","意年夜利注氧仪"],"shopTagNames":[],"isOnline":true,"score":85,"tasteScore":81,"envScore":83,"serviceScore":83,"hasBookSetting":false,"hasTakeaway":false,"hasGroup":true,"hasPromo":false,"hasMemberCard":false,"priceLevel":0,"power":5,"monthlyHits":0,"landmarkID":0,"branchNumber":0,"picNumber":0,"popScore":0.0},"displayTemplate":10},{"launchId":20029287,"shopId":21965273,"shopInfo":{"shopId":21965273,"shopGroupId":21965273,"cityId":2,"shopName":"瑞专谦庭男士SPA摄生会所","branchName":"单井店","altName":"","shopType":50,"shopTypeName":"美人","mainCategoryId":158,"mainCategoryName":"好容/SPA","mainCategoryIds":[158],"categoryIds":[141,158,30],"categoryNames":["好容/SPA","脚疗推拿","戚忙娱乐"],"districtId":14,"districtName":"向阳区","mainRegionId":2579,"mainRegionName":"单井","regionIds":[2508,16087,2507,16003,2579,15985,2637,2686],"regionNames":["晨光百货富力广场店","富力万丽旅店","10号线","星尚买物","成功中间","单井天铁站","单井","富力广场"],"address":"天之宠儿小区1号楼2单位902","crossRoad":"","lat":39.894128,"lng":116.457825,"shopPower":40,"avgPrice":0,"popularity":25,"dishTags":[{"name":"小龙","count":2}],"shopTags":[],"dishTagNames":["小龙"],"shopTagNames":[],"isOnline":true,"score":80,"tasteScore":80,"envScore":80,"serviceScore":81,"hasBookSetting":false,"hasTakeaway":false,"hasGroup":true,"hasPromo":false,"hasMemberCard":false,"priceLevel":0,"power":5,"monthlyHits":0,"landmarkID":0,"branchNumber":0,"picNumber":0,"popScore":0.0},"displayTemplate":10},{"launchId":20021875,"shopId":21374250,"shopInfo":{"shopId":21374250,"shopGroupId":21374250,"cityId":2,"shopName":"木北刺青纹身事情室","branchName":"","altName":"木北TATTOO","shopType":50,"shopTypeName":"美人","mainCategoryId":493,"mainCategoryName":"纹身","mainCategoryIds":[493],"categoryIds":[493],"categoryNames":["纹身"],"districtId":14,"districtName":"向阳区","mainRegionId":2078,"mainRegionName":"年夜视路","regionIds":[16156,6008,8195,16117,22888,8204,2078],"regionNames":["九棵树天铁站","年夜视路","八通线","野乐祸通州店","阴光更生活广场通州店","潞州女伶 href="https://www.taojin168.com" 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10:46:58,420 DEBUG com.dianping.midas.ranker.scorer.realtime.RealtimeActionScorer.calculate(RealtimeActionScorer.java:47) [com.dianping.midas.ranker.scorer.realtime.RealtimeActionScorer] testlog:ca61d15c-6340-47ac-a692-0ffaff97941f|realtimeContext:{"shopKeywordList":[],"tuangouKeywordList":[],"keywordCategoryList":[],"searchCategoryList":[],"shopList":[],"shopCategoryList":[],"tuangouCategoryList":[],"regionList":[],"shortDealList":[],"dealList":[],"longDealList":[],"daysDealList":["9336619","2195402","8810630","5077145","12466633","12346090","9216612","11834885"]}[midas-cpc-ranker]2015-08-17 10:46:58,421 DEBUG com.dianping.midas.ranker.scorer.realtime.RealtimeActionScorer.calculate(RealtimeActionScorer.java:64) [com.dianping.midas.ranker.scorer.realtime.RealtimeActionScorer] testlog:ca61d15c-6340-47ac-a692-0ffaff97941f|userscores:[]按照已经有资本，只要供颠末json复原各个工具便可，类里必须要有默认机关函数，里面主要用到了mock战Gson
  1. public class DBDataUtils {
  2.     public static Map<Integer, ShopInfo> loadMap = new HashMap<Integer, ShopInfo>();
  4. }
复造代码
  1. public class ShopProxyImplMock implements ShopProxy {
  2.     @Override
  3.     public ShopInfo loadAdShop(int shopId) {
  4.         return null;
  5.     }
  7.     @Override
  8.     public ShopInfo load(int shopId) {
  9.         return DBDataUtils.loadMap.get(shopId);
  10.     }
  12.     @Override
  13.     public List<ShopInfo> find(int cityId, int categoryId, int regionId, String keyword) {
  14.         return null;
  15.     }
  16. }
复造代码
  1. public class ShopScorerTestFile {
  2.     Pattern requestPattern = Pattern.compile("\\w+[-]\\w+[-]\\w+[-]\\w+[-]\\w+");
  3.     Pattern userContextPattern = Pattern.compile("(?<=(userContext:))[{].*?[}]");
  4.     Pattern sceneContextPattern = Pattern.compile("(?<=(sceneContext:))[{].*?isDiffCity.*?[}]");
  5.     Pattern realTimePattern = Pattern.compile("(?<=(realtimeContext:))[{].*?[}]");
  6.     Pattern launchListPattern = Pattern.compile("(?<=(launchInfoList:)).*?(?=(xiangqi))");
  7.     Pattern viewShopPattern = Pattern.compile("(?<=(viewShopInfo:)).*?(?=(xiangqi))");
  8.     @Test
  9.     public void testScore() {
  10.         String content = getContent("/Users/xiangqi/git/cpc-ranker-qi.xiang1/ranker-scorer/src/test/resources/requestinfo.properties");
  11.         Gson gson = new Gson();
  12.         Matcher matcher = requestPattern.matcher(content);
  13.         String requestId = null;
  14.         if(matcher.find()) {
  15.             requestId = matcher.group(0);
  16.         }
  17.         System.out.println(requestId);
  20.         String userContextString = "";
  21.         matcher = userContextPattern.matcher(content);
  22.         if(matcher.find()) {
  23.             userContextString = matcher.group(0);
  24.         }
  25.         System.out.println(userContextString);
  26.         UserContext userContext = gson.fromJson(userContextString, UserContext.class);
  27.         System.out.println(userContext.getDpId());
  30.         String sceneContextString = "";
  31.         matcher = sceneContextPattern.matcher(content);
  32.         if(matcher.find()) {
  33.             sceneContextString = matcher.group(0);
  34.         }
  35.         System.out.println(sceneContextString);
  36.         SceneContext sceneContext = gson.fromJson(sceneContextString, SceneContext.class);
  37.         System.out.println(sceneContext.getAdSlot());
  39.         String realTimeContextString = "";
  40.         matcher = realTimePattern.matcher(content);
  41.         if(matcher.find()) {
  42.             realTimeContextString = matcher.group(0);
  43.         }
  44.         System.out.println(realTimeContextString);
  45.         RealtimeContext realTimeContext = gson.fromJson(realTimeContextString, RealtimeContext.class);
  46.         System.out.println(realTimeContext.getDaysDealList().size());
  47.         Context context = new Context(userContext, sceneContext, realTimeContext);
  49.         String launchListString = "";
  50.         matcher = launchListPattern.matcher(content);
  51.         if(matcher.find()) {
  52.             launchListString = matcher.group(0);
  53.         }
  54.         System.out.println(launchListString);
  55. //        List<LaunchInfo> list  = JSONObject.parseArray(launchListString, LaunchInfo.class, ShopInfo.class);
  56.         List<LaunchInfo> list = new ArrayList<LaunchInfo>();
  57.         JSONArray jsonArray = JSONObject.parseArray(launchListString);
  58.         for(int i =0; i < jsonArray.size(); i++) {
  59.             list.add(gson.fromJson(jsonArray.get(i).toString(), LaunchInfo.class));
  60.         }
  62.         System.out.println(list.size());
  64.         String viewShopInfoString = "";
  65.         matcher = viewShopPattern.matcher(content);
  66.         if(matcher.find()) {
  67.             viewShopInfoString = matcher.group(0);
  68.         }
  69.         System.out.println(viewShopInfoString);
  70.         ShopInfo viewShopInfo = gson.fromJson(viewShopInfoString, ShopInfo.class);
  71.         System.out.println(viewShopInfo.getShopId());
  72.         DBDataUtils.loadMap.put(viewShopInfo.getShopId(), viewShopInfo);
  73.         ShopProxy shopProxy = new ShopProxyImplMock();
  74.         ShopScorer shopScorer = new ShopScorer();
  75.         shopScorer.setShopProxy(shopProxy);
  76.         Scorer scorer = shopScorer;
  77.         ScoreResult scoreResult = scorer.calculate(requestId, context, list);
  78.         System.out.println("scoreResult:" + scoreResult.getScoreTrace() + "---" + scoreResult.getScores().size());
  79.     }
  81.     public static String getContent(String fileName) {
  82.         StringBuilder sb = new StringBuilder();
  83.         File file = new File(fileName);
  84.         BufferedReader reader;
  85.         try {
  86.             reader = new BufferedReader(new FileReader(file));
  87.             String url = "";
  89.             while ((url = reader.readLine()) != null) {
  90.                 sb.append("xiangqi");
  91.                 sb.append(url);
  92.             }
  93.             reader.close();
  94.         } catch (Exception e) {
  95.             // TODO Auto-generated catch block
  96.             e.printStackTrace();
  97.         }
  98.         return sb.toString();
  99.     }
  100. }
复造代码
关于算法法式构造粉碎的完整能够如许子去查找成就。

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