,,,

nezha-compute-common/src/main/java/cn/com/duiba/nezha/compute/common/model/pacing/BlackInfo.java

+package cn.com.duiba.nezha.compute.common.model.pacing;
+
+public class BlackInfo {
+    Long advertId;
+    Long orientId;
+
+    public BlackInfo() {
+    }
+
+    public BlackInfo(Long advertId, Long orientId) {
+        this.advertId = advertId;
+        this.orientId = orientId;
+    }
+
+    public Long getAdvertId() {
+        return advertId;
+    }
+
+    public void setAdvertId(Long advertId) {
+        this.advertId = advertId;
+    }
+
+    public Long getOrientId() {
+        return orientId;
+    }
+
+    public void setOrientId(Long orientId) {
+        this.orientId = orientId;
+    }
+}

nezha-compute-common/src/main/java/cn/com/duiba/nezha/compute/common/model/pacing/OrientInfo.java

+package cn.com.duiba.nezha.compute.common.model.pacing;
+
+public class OrientInfo {
+    Long advertId;
+    Long orientId;
+    boolean isManagered; //是否为托管配置
+    Integer chargeType;  //计费方式
+    Long target;  //目标成本
+    Long fee; //出价
+    Double cvr;
+    Double confidence;   //置信度
+    Double bias;         //偏差
+
+    public OrientInfo() {
+    }
+
+    public OrientInfo(Long advertId, Long orientId, boolean isManagered, Integer chargeType, Long target, Long fee, Double cvr, Double confidence, Double bias) {
+        this.advertId = advertId;
+        this.orientId = orientId;
+        this.isManagered = isManagered;
+        this.chargeType = chargeType;
+        this.target = target;
+        this.fee = fee;
+        this.cvr = cvr;
+        this.confidence = confidence;
+        this.bias = bias;
+    }
+
+    public Long getAdvertId() {
+        return advertId;
+    }
+
+    public void setAdvertId(Long advertId) {
+        this.advertId = advertId;
+    }
+
+    public Long getOrientId() {
+        return orientId;
+    }
+
+    public void setOrientId(Long orientId) {
+        this.orientId = orientId;
+    }
+
+    public boolean isManagered() {
+        return isManagered;
+    }
+
+    public void setManagered(boolean managered) {
+        isManagered = managered;
+    }
+
+    public Integer getChargeType() {
+        return chargeType;
+    }
+
+    public void setChargeType(Integer chargeType) {
+        this.chargeType = chargeType;
+    }
+
+    public Long getTarget() {
+        return target;
+    }
+
+    public void setTarget(Long target) {
+        this.target = target;
+    }
+
+    public Long getFee() {
+        return fee;
+    }
+
+    public void setFee(Long fee) {
+        this.fee = fee;
+    }
+
+    public Double getCvr() {
+        return cvr;
+    }
+
+    public void setCvr(Double cvr) {
+        this.cvr = cvr;
+    }
+
+    public Double getConfidence() {
+        return confidence;
+    }
+
+    public void setConfidence(Double confidence) {
+        this.confidence = confidence;
+    }
+
+    public Double getBias() {
+        return bias;
+    }
+
+    public void setBias(Double bias) {
+        this.bias = bias;
+    }
+}

nezha-compute-common/src/main/java/cn/com/duiba/nezha/compute/common/model/pacing/OrientResultInfo.java

+package cn.com.duiba.nezha.compute.common.model.pacing;
+
+public class OrientResultInfo {
+    Long advertId;
+    Long orientId;
+
+    public OrientResultInfo() {
+    }
+
+    public OrientResultInfo(Long advertId, Long orientId) {
+        this.advertId = advertId;
+        this.orientId = orientId;
+    }
+
+    public Long getAdvertId() {
+        return advertId;
+    }
+
+    public void setAdvertId(Long advertId) {
+        this.advertId = advertId;
+    }
+
+    public Long getOrientId() {
+        return orientId;
+    }
+
+    public void setOrientId(Long orientId) {
+        this.orientId = orientId;
+    }
+}

nezha-compute-common/src/main/java/cn/com/duiba/nezha/compute/common/model/pacing/SlotRecommender.java

+package cn.com.duiba.nezha.compute.common.model.pacing;
+
+import java.util.*;
+
+public class SlotRecommender {
+    public static List<OrientResultInfo> recommend(List<OrientInfo> orientlist, List<BlackInfo> blacklist) {
+        Set<List<Long>> OrientSet = new HashSet<List<Long>>();
+        for (OrientInfo orient:orientlist) {
+
+            boolean isManagered = orient.isManagered; //是否为托管配置
+            Integer chargeType = orient.chargeType;  //计费方式
+            Long target = orient.target;  //目标成本
+            Long fee = orient.fee; //出价
+            Double cvr = orient.cvr;
+            Double confidence = orient.confidence;   //置信度
+            Double bias = orient.bias;
+
+            Random r=new Random();
+            Double x=r.nextDouble();
+            Double p_convert_cost=fee/cvr;
+
+            List<Long> OrientInfoList=new ArrayList<Long>();
+            OrientInfoList.add(orient.advertId);
+            OrientInfoList.add(orient.orientId);
+
+            //////////ocpc
+            if (isManagered && chargeType == 1) {
+                //剔除有发券的预估偏差较高定向
+                if (bias < 3 && confidence > 0) {
+
+                    OrientSet.add(OrientInfoList);
+
+                    // 无发券，使用行业-广告位或广告维度偏差<2，定向几率0.8 (这里的偏差=0，代表空值)
+                } else if (bias < 2 && bias != 0 && confidence == 0 && x>0.2) {
+                    OrientSet.add(OrientInfoList);
+
+                    //无发券，使用行业-广告位或广告维度偏差>2，定向几率0.2
+                }else if (bias >= 2 && bias != 0 && confidence == 0 && x>0.8) {
+                    OrientSet.add(OrientInfoList);
+
+                    //无发券，偏差为空，定向几率0.5
+                }else {
+                    if (x>0.5) {OrientSet.add(OrientInfoList);}
+                }
+            }
+
+            ////////cpc
+            else if (isManagered && chargeType == 0) {
+                if (confidence > 0 && p_convert_cost<2*target) {OrientSet.add(OrientInfoList);}
+                if (confidence == 0 && bias != 0 && p_convert_cost<0.8*target) {OrientSet.add(OrientInfoList);}
+                if (confidence == 0 && bias == 0 && p_convert_cost<0.7*target) {OrientSet.add(OrientInfoList);}
+            }
+
+        }
+
+
+
+        Set<List<Long>> BlackSet = new HashSet<List<Long>>();
+        for (BlackInfo black:blacklist){
+            List<Long> BlackInfoList=new ArrayList<Long>();
+            BlackInfoList.add(black.advertId);
+            BlackInfoList.add(black.orientId);
+            BlackSet.add(BlackInfoList);
+        }
+
+
+        //剔除黑名单
+        OrientSet.removeAll(BlackSet);
+
+        List<OrientResultInfo> orientResultList = new ArrayList<OrientResultInfo>();
+        for(List<Long> resultList:OrientSet){
+            OrientResultInfo orientResultInfo = new OrientResultInfo(resultList.get(0), resultList.get(1));
+            orientResultList.add(orientResultInfo);
+        }
+        return orientResultList;
+    }
+}

tuia-auto-diagnosis/src/main/java/blackwhitenamelist/SlotFeedBack.java

+package blackwhitenamelist;
+
+import java.util.*;
+
+public class SlotFeedBack {
+    public static Map<String,String> slotFeedBack(List<SlotFeedBackInfo> infoList) {
+
+        Map<String,String> blackMap=new HashMap<String, String>();
+
+        for (int i = 0; i < infoList.size(); i++) {
+            //System.out.println(infoList.get(i));
+            SlotFeedBackInfo SlotFeedBackInfo = infoList.get(i);
+            String slotId = SlotFeedBackInfo.slotId;
+            String advertId = SlotFeedBackInfo.advertId;
+            String orientationId = SlotFeedBackInfo.orientationId;
+            String type = SlotFeedBackInfo.type;
+            ;            //type=hour:表示小时数据， day ：表示1天粒度的指标数据
+            Long cost = SlotFeedBackInfo.cost;              //托管配置消耗
+            Long convert = SlotFeedBackInfo.convert;           //托管配置转化量
+            Float targetCostConvert = SlotFeedBackInfo.targetCostConvert;  //目标成本
+
+            Float CostConvert = (float) cost / convert; //实时成本
+            String blackKey = "NZ_K77_" + SlotFeedBackInfo.slotId + "_" + SlotFeedBackInfo.advertId + "_" + SlotFeedBackInfo.orientationId + "_" + SlotFeedBackInfo.targetCostConvert;
+            String value = "True";
+            //NZ_K77_slotId_advertId_orientationId_targetCostConvert
+
+            if (type.equals("day") && convert > 10 && CostConvert > 2 * targetCostConvert) {
+                blackMap.put(blackKey, value);
+            } else if (type.equals("day") && convert == 0 && cost > 10000L) {
+                blackMap.put(blackKey, value);
+            } else if (type.equals("hour") && convert>5 && CostConvert > 2.5 * targetCostConvert) {
+                blackMap.put(blackKey, value);
+            } else if (type.equals("hour") && convert == 0 && cost > 5000L) {
+                blackMap.put(blackKey, value);
+            }
+        }
+        return blackMap;
+    }
+}

tuia-auto-diagnosis/src/main/java/blackwhitenamelist/SlotFeedBackInfo.java

+package blackwhitenamelist;
+
+public class SlotFeedBackInfo {
+    String slotId;
+    String advertId;
+    String orientationId;
+    String type;            //type=hour:表示小时数据， day ：表示1天粒度的指标数据
+    Long cost;              //托管配置消耗
+    Long convert;           //托管配置转化量
+    Float targetCostConvert;    //每个广告人工配置目标成本
+
+    public SlotFeedBackInfo() {
+    }
+
+    public SlotFeedBackInfo(String slotId, String advertId, String orientationId, String type, Long cost, Long convert, Float targetCostConvert) {
+        this.slotId = slotId;
+        this.advertId = advertId;
+        this.orientationId = orientationId;
+        this.type = type;
+        this.cost = cost;
+        this.convert = convert;
+        this.targetCostConvert = targetCostConvert;
+    }
+
+    public String getSlotId() {
+        return slotId;
+    }
+
+    public void setSlotId(String slotId) {
+        this.slotId = slotId;
+    }
+
+    public String getAdvertId() {
+        return advertId;
+    }
+
+    public void setAdvertId(String advertId) {
+        this.advertId = advertId;
+    }
+
+    public String getOrientationId() {
+        return orientationId;
+    }
+
+    public void setOrientationId(String orientationId) {
+        this.orientationId = orientationId;
+    }
+
+    public String getType() {
+        return type;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    public Long getCost() {
+        return cost;
+    }
+
+    public void setCost(Long cost) {
+        this.cost = cost;
+    }
+
+    public Long getConvert() {
+        return convert;
+    }
+
+    public void setConvert(Long convert) {
+        this.convert = convert;
+    }
+
+    public Float getTargetCostConvert() {
+        return targetCostConvert;
+    }
+
+    public void setTargetCostConvert(Float targetCostConvert) {
+        this.targetCostConvert = targetCostConvert;
+    }
+}

tuia-auto-diagnosis/src/main/java/blackwhitenamelist/Test.java

@@ -4,33 +4,50 @@ import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
 
+
 public class Test {
 
     public static void main(String[] args) {
 
-        CostConvertInfo costConvertInfo1= new CostConvertInfo(
-                "44474", "8675", "7403", "0", "31320",
-                "hour", "2",0, 1020L, 0L,
-                37L,69.37984F
+//        CostConvertInfo costConvertInfo1= new CostConvertInfo(
+//                "44474", "8675", "7403", "0", "31320",
+//                "hour", "2",0, 1020L, 0L,
+//                37L,69.37984F
+//        );
+//
+//        CostConvertInfo costConvertInfo2= new CostConvertInfo(
+//                "11111", "22222", "5255", "27192", "30886",
+//                "day", "2",1, 2680L, 0L,
+//                88888L,1677.3059F
+//        );
+//
+//
+//        List infoList = new ArrayList();
+//        infoList.add(costConvertInfo1);
+//        infoList.add(costConvertInfo2);
+
+
+        SlotFeedBackInfo SlotFeedBackInfo1= new SlotFeedBackInfo(
+                "111","222","333","day",34678L,12L,30F
         );
 
-        CostConvertInfo costConvertInfo2= new CostConvertInfo(
-                "11111", "22222", "5255", "27192", "30886",
-                "day", "2",1, 2680L, 0L,
-                88888L,1677.3059F
+        SlotFeedBackInfo SlotFeedBackInfo2= new SlotFeedBackInfo(
+                "666","888","999","day",34678L,100L,200F
         );
 
+        SlotFeedBackInfo SlotFeedBackInfo3= new SlotFeedBackInfo(
+                "11","22","33","hour",99999L,0L,200F
+        );
 
-        List infoList = new ArrayList();
-        infoList.add(costConvertInfo1);
-        infoList.add(costConvertInfo2);
-//        infoList.add(costConvertInfo3);
-//        infoList.add(costConvertInfo4);
-//        infoList.add(costConvertInfo5);
 
+        List infoList = new ArrayList();
+        infoList.add(SlotFeedBackInfo1);
+        infoList.add(SlotFeedBackInfo2);
+        infoList.add(SlotFeedBackInfo3);
 
 
-        Map<String,String> label=BlackWhiteNameListRule.whiteBlackNameListRule(infoList);
+        Map<String,String> label=SlotFeedBack.slotFeedBack(infoList);
         System.out.println(label);
+
     }
 }