`

算法程序-通过log重现计算过程

 
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核心算法类

public class ShopScorer extends BaseScorer {

    private static final Logger logger = Logger.getLogger(ShopScorer.class);

    private ShopProxy shopProxy;

    @Override
    public String getAlgoType(){

        return "rule-shop";
    }

    @Override
    public String getAlgoVersion(){
        return "1.0";
    }

    @Override
    protected int getScoreLevel(){
        return 1;
    }

    @Override
    protected ScoreResult calculate(String requestId
            , Context context
            , List<LaunchInfo> launchInfoList) {
    	SceneContext sceneContext = context.getSceneContext();
    	UserContext userContext = context.getUserContext();
        ShopInfo viewShopInfo = shopProxy.load(sceneContext.getViewShopId());

        if(sceneContext.getSlotId() == 10004 && requestId.hashCode()%100 == 1) {
            logger.debug("testlog:" + requestId + "|sceneContext:" + new Gson().toJson(sceneContext));
            logger.debug("testlog:" + requestId + "|userContext:" + new Gson().toJson(userContext));
            logger.debug("testlog:" + requestId + "|launchInfoList:" + new Gson().toJson(launchInfoList));
        }
        if(0 == sceneContext.getShopType() && viewShopInfo!=null && String.valueOf(viewShopInfo.getShopType())!=null)
        {
            sceneContext.setShopType(viewShopInfo.getShopType());
        }

        String viewShopInfoStatus = "";
        if (viewShopInfo == null){
            viewShopInfoStatus = "null";
            logger.debug("load shop info fails, viewShopId<" + sceneContext.getViewShopId() + ">");

            viewShopInfo = new ShopInfo();
            viewShopInfo.setShopType(sceneContext.getShopType());
            viewShopInfo.setMainCategoryId(sceneContext.getCategoryId());
            viewShopInfo.setDistrictId(sceneContext.getDistrictId());
            viewShopInfo.setMainRegionId(sceneContext.getRegionId());
            viewShopInfo.setCategoryIds(new HashSet<Integer>());
            viewShopInfo.setRegionIds(new HashSet<Integer>());
            viewShopInfo.setDishTags(new ArrayList<Tag>());
            viewShopInfo.setShopTags(new ArrayList<Tag>());
        }

        if(sceneContext.getSlotId() == 10004 && requestId.hashCode()%100 == 1) {
            logger.debug("testlog:" + requestId + "|viewShopInfo" + viewShopInfoStatus + ":" + new Gson().toJson(viewShopInfo));
        }

        List<LaunchScore> scores = new ArrayList<LaunchScore>();

        for (int i = 0; i < launchInfoList.size(); ++i){

            LaunchInfo launchInfo = launchInfoList.get(i);

            double score = calculateLaunchScore(launchInfo, viewShopInfo, userContext);

            if (score > ConstDef.INVALID_SCORE){
                LaunchScore launchScore = new LaunchScore(launchInfo.getLaunchId(), score, this.getScoreLevel());
                scores.add(launchScore);
            }
        }

        if(sceneContext.getSlotId() == 10004 && requestId.hashCode()%100 == 1) {
            logger.debug("testlog:" + requestId + "|shopscores:" + new Gson().toJson(scores));
        }
        context.putScores("ShopScorer", LaunchScoreUtils.copy(scores));
        return new ScoreResult(scores, getAlgo());
    }

    public void setShopProxy(ShopProxy shopProxy) {
        this.shopProxy = shopProxy;
    }

    private double calculateLaunchScore(LaunchInfo launchInfo, ShopInfo viewShopInfo, UserContext userContext){

        if (filterLaunch(launchInfo, viewShopInfo)) {
            return 0.0;
        }

        ShopInfo shopInfo = launchInfo.getShopInfo();

        return ShopScoreUtil.calculateShopScore(shopInfo, viewShopInfo, userContext);
    }

    private boolean filterLaunch(LaunchInfo launchInfo, ShopInfo viewShopInfo){

        ShopInfo shopInfo = launchInfo.getShopInfo();

        //同商户组
        if (shopInfo.getShopGroupId() == viewShopInfo.getShopGroupId()){
            return true;
        }

        //同店名
        if (shopInfo.getShopName().equalsIgnoreCase(viewShopInfo.getShopName())){
            return true;
        }

        return false;
    }
}

 

已有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":"都仕雅阁专业男子美容连锁机构","branchName":"大悦城店","altName":"都仕雅阁男士SPA养生减肥机构","shopType":50,"shopTypeName":"丽人","mainCategoryId":50,"mainCategoryName":"丽人","mainCategoryIds":[],"categoryIds":[],"categoryNames":[],"districtId":14,"districtName":"朝阳区","mainRegionId":2871,"mainRegionName":"十里堡","regionIds":[16022,2871,22686,6967,8095,8106],"regionNames":["星河湾四季会酒店","永旺国际商城购物中心朝阳大悦城店","青年路地铁站","十里堡","朝阳大悦城","6号线"],"address":"青年路雅筑底商3-9","crossRoad":"朝阳大悦城","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":"美甲老师们","branchName":"","altName":"","shopType":50,"shopTypeName":"丽人","mainCategoryId":160,"mainCategoryName":"美甲","mainCategoryIds":[160],"categoryIds":[20043,160],"categoryNames":["美睫","美甲"],"districtId":14,"districtName":"朝阳区","mainRegionId":23003,"mainRegionName":"百子湾","regionIds":[23003,22592,16221,22753,2078],"regionNames":["百盛购物中心东四环店","大望路","美罗城购物中心","沃尔玛购物广场大郊亭店","百子湾"],"address":"广渠路15号金茂府11楼211号","crossRoad":"国贸 双井 百子湾 西大望路 乐城 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":"然泉舍丰胸连锁机构","branchName":"十里河店","altName":"","shopType":50,"shopTypeName":"丽人","mainCategoryId":158,"mainCategoryName":"美容/SPA","mainCategoryIds":[158],"categoryIds":[158,159],"categoryNames":["瘦身纤体","美容/SPA"],"districtId":14,"districtName":"朝阳区","mainRegionId":1472,"mainRegionName":"劲松/潘家园","regionIds":[16037,22535,2718,22597,2609,1472,16138,22616,22590,22603,22857,22537],"regionNames":["船舶重工酒店","世纪远洋宾馆","河南大厦","首图","北京京瑞温泉国际酒店","强强北京国际商务酒店","万隆天地商城","汉华购物中心","五环大酒店","劲松/潘家园","陕西大厦","长安戴斯大饭店"],"address":"京瑞大厦天使妇儿旁","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":"艺阁时尚","branchName":"旗舰店","altName":"","shopType":50,"shopTypeName":"丽人","mainCategoryId":157,"mainCategoryName":"美发","mainCategoryIds":[157],"categoryIds":[157],"categoryNames":["美发"],"districtId":20,"districtName":"丰台区","mainRegionId":1507,"mainRegionName":"方庄","regionIds":[1507,2668],"regionNames":["家乐福方庄店","方庄"],"address":"蒲方路1号1-8","crossRoad":"麦当劳","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纤体中心","branchName":"SOHO尚都店","altName":"蓝田丽彤","shopType":50,"shopTypeName":"丽人","mainCategoryId":158,"mainCategoryName":"美容/SPA","mainCategoryIds":[158],"categoryIds":[158,159],"categoryNames":["瘦身纤体","美容/SPA"],"districtId":14,"districtName":"朝阳区","mainRegionId":1466,"mainRegionName":"朝外大街","regionIds":[15917,2656,2188,2578,16118,2250,1465,3058,1466,16094],"regionNames":["世贸天阶","建外大街","国贸","朝外大街","朝外SOHO","熊猫格格","汉威大厦","SOHO尚都","侨福芳草地购物中心","怡亨酒店"],"address":"东大桥路8号SOHO尚都北塔一层2116商铺","crossRoad":"","lat":39.916273,"lng":116.447199,"shopPower":45,"avgPrice":259,"popularity":31,"dishTags":[{"name":"芳香热盐全身磨砂","count":20},{"name":"阿苏吠陀头部按摩","count":11},{"name":"巴厘岛听海睡眠按摩","count":10},{"name":"意大利注氧仪","count":8}],"shopTags":[],"dishTagNames":["巴厘岛听海睡眠按摩","芳香热盐全身磨砂","阿苏吠陀头部按摩","意大利注氧仪"],"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":"瑞博满庭男士SPA养生会所","branchName":"双井店","altName":"","shopType":50,"shopTypeName":"丽人","mainCategoryId":158,"mainCategoryName":"美容/SPA","mainCategoryIds":[158],"categoryIds":[141,158,30],"categoryNames":["美容/SPA","足疗按摩","休闲娱乐"],"districtId":14,"districtName":"朝阳区","mainRegionId":2579,"mainRegionName":"双井","regionIds":[2508,16087,2507,16003,2579,15985,2637,2686],"regionNames":["晨曦百货富力广场店","富力万丽酒店","10号线","星尚购物","乐成中心","双井地铁站","双井","富力广场"],"address":"天之骄子小区1号楼2单元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":"木南刺青纹身工作室","branchName":"","altName":"木南TATTOO","shopType":50,"shopTypeName":"丽人","mainCategoryId":493,"mainCategoryName":"纹身","mainCategoryIds":[493],"categoryIds":[493],"categoryNames":["纹身"],"districtId":14,"districtName":"朝阳区","mainRegionId":2078,"mainRegionName":"大望路","regionIds":[16156,6008,8195,16117,22888,8204,2078],"regionNames":["九棵树地铁站","大望路","八通线","家乐福通州店","阳光新生活广场通州店","潞州商城","尤卡空间"],"address":"北京市通州区运河居一号楼四单元901","crossRoad":"","lat":39.891376,"lng":116.654237,"shopPower":35,"avgPrice":0,"popularity":3,"dishTags":[{"name":"田玥","count":3}],"shopTags":[],"dishTagNames":["田玥"],"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":20029912,"shopId":5455437,"shopInfo":{"shopId":5455437,"shopGroupId":1907071,"cityId":2,"shopName":"美丽田园","branchName":"蓝色港湾店","altName":"美丽田园月光脱毛","shopType":50,"shopTypeName":"丽人","mainCategoryId":158,"mainCategoryName":"美容/SPA","mainCategoryIds":[158],"categoryIds":[158],"categoryNames":["美容/SPA"],"districtId":14,"districtName":"朝阳区","mainRegionId":1469,"mainRegionName":"亮马桥/三元桥","regionIds":[22647,23010,1467,1469],"regionNames":["SOLANA美瑞时尚百货","朝阳公园/团结湖","亮马桥/三元桥","蓝色港湾"],"address":"朝阳公园路6号SOLANA蓝色港湾商业中2楼","crossRoad":"一茶一坐同层,","lat":39.948721,"lng":116.47016,"shopPower":40,"avgPrice":421,"popularity":11,"dishTags":[{"name":"按摩","count":4}],"shopTags":[],"dishTagNames":["按摩"],"shopTagNames":[],"isOnline":true,"score":82,"tasteScore":78,"envScore":82,"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":20030736,"shopId":4076407,"shopInfo":{"shopId":4076407,"shopGroupId":1770019,"cityId":2,"shopName":"东英国际SPA生活会馆","branchName":"阳光100分馆","altName":"","shopType":50,"shopTypeName":"丽人","mainCategoryId":158,"mainCategoryName":"美容/SPA","mainCategoryIds":[158],"categoryIds":[158,159],"categoryNames":["瘦身纤体","美容/SPA"],"districtId":14,"districtName":"朝阳区","mainRegionId":2078,"mainRegionName":"大望路","regionIds":[2185,2735,22715,2283,22855,2729,2578,22634,22752,2078,16245],"regionNames":["万达广场A座","金地广场","温特莱中心","大望路","国贸","新光天地","新世界百货彩旋店","美美百货建国路店","万惠商场","沃尔玛购物广场建国路店","中国第一商城"],"address":"光华路2号阳光100公寓F座2楼","crossRoad":"","lat":39.911895,"lng":116.469171,"shopPower":40,"avgPrice":322,"popularity":14,"dishTags":[{"name":"SPA","count":21},{"name":"美容","count":11}],"shopTags":[],"dishTagNames":["SPA","美容"],"shopTagNames":[],"isOnline":true,"score":80,"tasteScore":77,"envScore":80,"serviceScore":80,"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":20034254,"shopId":4535287,"shopInfo":{"shopId":4535287,"shopGroupId":3349255,"cityId":2,"shopName":"苗方清颜专业祛痘连锁机构","branchName":"公益西桥店","altName":"","shopType":50,"shopTypeName":"丽人","mainCategoryId":158,"mainCategoryName":"美容/SPA","mainCategoryIds":[158],"categoryIds":[158],"categoryNames":["美容/SPA"],"districtId":20,"districtName":"丰台区","mainRegionId":7506,"mainRegionName":"公益西桥","regionIds":[6964,3056,3057,7511,7506],"regionNames":["公益西桥地铁站","4号线","华联商厦马家堡店","公益西桥","大兴线"],"address":"南四环中路城南嘉园益城园16号楼乐天玛特2座0812号","crossRoad":"公益西桥西北角","lat":39.831706,"lng":116.362977,"shopPower":35,"avgPrice":2125,"popularity":5,"dishTags":[{"name":"签约包治","count":13},{"name":"祛痘印","count":9},{"name":"祛痘","count":7}],"shopTags":[],"dishTagNames":["签约包治","祛痘","祛痘印"],"shopTagNames":[],"isOnline":true,"score":74,"tasteScore":74,"envScore":74,"serviceScore":74,"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":20023800,"shopId":20656032,"shopInfo":{"shopId":20656032,"shopGroupId":5094803,"cityId":2,"shopName":"远东拉丁salsa舞蹈","branchName":"国贸店","altName":"远东salsa","shopType":50,"shopTypeName":"丽人","mainCategoryId":149,"mainCategoryName":"舞蹈","mainCategoryIds":[149,75,45],"categoryIds":[149,75,45],"categoryNames":["运动健身","教育培训","舞蹈"],"districtId":14,"districtName":"朝阳区","mainRegionId":2078,"mainRegionName":"大望路","regionIds":[2185,22715,2283,22634,2193,22752,2179,2122,2078,16245],"regionNames":["万达广场A座","金地广场","SOHO现代城A座","大望路","大望路地铁站","新光天地","新世界百货彩旋店","美美百货建国路店","沃尔玛购物广场建国路店","1号线"],"address":"大望路SOHO现代城三号楼801","crossRoad":"大望路地铁B 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[midas-cpc-ranker]2015-08-17 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:[]

   

 

根据已有资源,只需要通过json还原各个对象即可,类里必须要有默认构造函数,里面主要用到了mock和Gson

 

public class DBDataUtils {
    public static Map<Integer, ShopInfo> loadMap = new HashMap<Integer, ShopInfo>();

}

 

 

public class ShopProxyImplMock implements ShopProxy {
    @Override
    public ShopInfo loadAdShop(int shopId) {
        return null;
    }

    @Override
    public ShopInfo load(int shopId) {
        return DBDataUtils.loadMap.get(shopId);
    }

    @Override
    public List<ShopInfo> find(int cityId, int categoryId, int regionId, String keyword) {
        return null;
    }
}

 

public class ShopScorerTestFile {
    Pattern requestPattern = Pattern.compile("\\w+[-]\\w+[-]\\w+[-]\\w+[-]\\w+");
    Pattern userContextPattern = Pattern.compile("(?<=(userContext:))[{].*?[}]");
    Pattern sceneContextPattern = Pattern.compile("(?<=(sceneContext:))[{].*?isDiffCity.*?[}]");
    Pattern realTimePattern = Pattern.compile("(?<=(realtimeContext:))[{].*?[}]");
    Pattern launchListPattern = Pattern.compile("(?<=(launchInfoList:)).*?(?=(xiangqi))");
    Pattern viewShopPattern = Pattern.compile("(?<=(viewShopInfo:)).*?(?=(xiangqi))");
    @Test
    public void testScore() {
        String content = getContent("/Users/xiangqi/git/cpc-ranker-qi.xiang1/ranker-scorer/src/test/resources/requestinfo.properties");
        Gson gson = new Gson();
        Matcher matcher = requestPattern.matcher(content);
        String requestId = null;
        if(matcher.find()) {
            requestId = matcher.group(0);
        }
        System.out.println(requestId);


        String userContextString = "";
        matcher = userContextPattern.matcher(content);
        if(matcher.find()) {
            userContextString = matcher.group(0);
        }
        System.out.println(userContextString);
        UserContext userContext = gson.fromJson(userContextString, UserContext.class);
        System.out.println(userContext.getDpId());


        String sceneContextString = "";
        matcher = sceneContextPattern.matcher(content);
        if(matcher.find()) {
            sceneContextString = matcher.group(0);
        }
        System.out.println(sceneContextString);
        SceneContext sceneContext = gson.fromJson(sceneContextString, SceneContext.class);
        System.out.println(sceneContext.getAdSlot());

        String realTimeContextString = "";
        matcher = realTimePattern.matcher(content);
        if(matcher.find()) {
            realTimeContextString = matcher.group(0);
        }
        System.out.println(realTimeContextString);
        RealtimeContext realTimeContext = gson.fromJson(realTimeContextString, RealtimeContext.class);
        System.out.println(realTimeContext.getDaysDealList().size());
        Context context = new Context(userContext, sceneContext, realTimeContext);

        String launchListString = "";
        matcher = launchListPattern.matcher(content);
        if(matcher.find()) {
            launchListString = matcher.group(0);
        }
        System.out.println(launchListString);
//        List<LaunchInfo> list  = JSONObject.parseArray(launchListString, LaunchInfo.class, ShopInfo.class);
        List<LaunchInfo> list = new ArrayList<LaunchInfo>();
        JSONArray jsonArray = JSONObject.parseArray(launchListString);
        for(int i =0; i < jsonArray.size(); i++) {
            list.add(gson.fromJson(jsonArray.get(i).toString(), LaunchInfo.class));
        }

        System.out.println(list.size());

        String viewShopInfoString = "";
        matcher = viewShopPattern.matcher(content);
        if(matcher.find()) {
            viewShopInfoString = matcher.group(0);
        }
        System.out.println(viewShopInfoString);
        ShopInfo viewShopInfo = gson.fromJson(viewShopInfoString, ShopInfo.class);
        System.out.println(viewShopInfo.getShopId());
        DBDataUtils.loadMap.put(viewShopInfo.getShopId(), viewShopInfo);
        ShopProxy shopProxy = new ShopProxyImplMock();
        ShopScorer shopScorer = new ShopScorer();
        shopScorer.setShopProxy(shopProxy);
        Scorer scorer = shopScorer;
        ScoreResult scoreResult = scorer.calculate(requestId, context, list);
        System.out.println("scoreResult:" + scoreResult.getScoreTrace() + "---" + scoreResult.getScores().size());
    }

    public static String getContent(String fileName) {
        StringBuilder sb = new StringBuilder();
        File file = new File(fileName);
        BufferedReader reader;
        try {
            reader = new BufferedReader(new FileReader(file));
            String url = "";

            while ((url = reader.readLine()) != null) {
                sb.append("xiangqi");
                sb.append(url);
            }
            reader.close();
        } catch (Exception e) {
            // TODO Auto-generated catch block
            e.printStackTrace();
        }
        return sb.toString();
    }
}

 对于算法程序结构稀烂的完全可以这样子来查找问题。

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