feat:添加ecpm特征

ad-engine-service/src/main/java/com/tzld/piaoquan/ad/engine/service/score/strategy/RankStrategyBy679.java

@@ -328,11 +328,14 @@ public class RankStrategyBy679 extends RankStrategyBasic {
                 double view = Double.parseDouble(feature.getOrDefault("ad_view_" + time, "0"));
                 double click = Double.parseDouble(feature.getOrDefault("ad_click_" + time, "0"));
                 double conver = Double.parseDouble(feature.getOrDefault("ad_conversion_" + time, "0"));
+                double income = Double.parseDouble(feature.getOrDefault("ad_income_" + time, "0"));
                 double f2 = NumUtil.div(conver, view);
+                double ecpm = NumUtil.div(income * 1000, view);
                 cidFeatureMap.put(prefix + "_" + time + "_ctr", String.valueOf(NumUtil.div(click, view)));
                 cidFeatureMap.put(prefix + "_" + time + "_ctcvr", String.valueOf(f2));
                 cidFeatureMap.put(prefix + "_" + time + "_cvr", String.valueOf(NumUtil.div(conver, click)));
                 cidFeatureMap.put(prefix + "_" + time + "_conver", String.valueOf(conver));
+                cidFeatureMap.put(prefix + "_" + time + "_ecpm", String.valueOf(ecpm));
 
                 cidFeatureMap.put(prefix + "_" + time + "_click", String.valueOf(click));
                 cidFeatureMap.put(prefix + "_" + time + "_conver*log(view)", String.valueOf(conver * NumUtil.log(view)));
@@ -370,6 +373,7 @@ public class RankStrategyBy679 extends RankStrategyBasic {
         featureMap.put("ctr_all", String.valueOf(NumUtil.div(clickAll, viewAll)));
         featureMap.put("ctcvr_all", String.valueOf(NumUtil.div(converAll, viewAll)));
         featureMap.put("cvr_all", String.valueOf(NumUtil.div(clickAll, converAll)));
+        featureMap.put("ecpm_all", String.valueOf(NumUtil.div(incomeAll * 1000, viewAll)));
 
         return midActionList;
     }
@@ -423,6 +427,7 @@ public class RankStrategyBy679 extends RankStrategyBasic {
             featureMap.put("d1_feature_" + prefix + "_ctcvr", String.valueOf(NumUtil.div(conver, view)));
             featureMap.put("d1_feature_" + prefix + "_cvr", String.valueOf(NumUtil.div(conver, click)));
             featureMap.put("d1_feature_" + prefix + "_conver", String.valueOf(conver));
+            featureMap.put("d1_feature_" + prefix + "_ecpm", String.valueOf(NumUtil.div(income * 1000, view)));
         }
     }
 
@@ -431,7 +436,8 @@ public class RankStrategyBy679 extends RankStrategyBasic {
             return;
         }
 
-        List<String> prefixes1 = Arrays.asList("ctr", "ctcvr");
+        List<String> prefixes1 = Arrays.asList("ctr", "ctcvr", "ecpm");
+        // List<String> prefixes1 = Arrays.asList("ctr", "ctcvr");
         List<String> prefixes2 = Arrays.asList("1d", "3d", "7d", "14d");
 
         for (String prefix1 : prefixes1) {

ad-engine-service/src/main/java/com/tzld/piaoquan/ad/engine/service/score/strategy/RankStrategyBy680.java

@@ -306,11 +306,14 @@ public class RankStrategyBy680 extends RankStrategyBasic {
                 double view = Double.parseDouble(feature.getOrDefault("ad_view_" + time, "0"));
                 double click = Double.parseDouble(feature.getOrDefault("ad_click_" + time, "0"));
                 double conver = Double.parseDouble(feature.getOrDefault("ad_conversion_" + time, "0"));
+                double income = Double.parseDouble(feature.getOrDefault("ad_income_" + time, "0"));
                 double f2 = NumUtil.div(conver, view);
+                double ecpm = NumUtil.div(income * 1000, view);
                 cidFeatureMap.put(prefix + "_" + time + "_ctr", String.valueOf(NumUtil.div(click, view)));
                 cidFeatureMap.put(prefix + "_" + time + "_ctcvr", String.valueOf(f2));
                 cidFeatureMap.put(prefix + "_" + time + "_cvr", String.valueOf(NumUtil.div(conver, click)));
                 cidFeatureMap.put(prefix + "_" + time + "_conver", String.valueOf(conver));
+                cidFeatureMap.put(prefix + "_" + time + "_ecpm", String.valueOf(ecpm));
 
                 cidFeatureMap.put(prefix + "_" + time + "_click", String.valueOf(click));
                 cidFeatureMap.put(prefix + "_" + time + "_conver*log(view)", String.valueOf(conver * NumUtil.log(view)));
@@ -342,7 +345,7 @@ public class RankStrategyBy680 extends RankStrategyBasic {
                 cidFeatureMap.put(prefix + "_" + time + "_ctcvr", String.valueOf(f2));
                 cidFeatureMap.put(prefix + "_" + time + "_cvr", String.valueOf(NumUtil.div(conver, click)));
                 cidFeatureMap.put(prefix + "_" + time + "_conver", String.valueOf(conver));
-                // cidFeatureMap.put(prefix + "_" + time + "_ecpm", String.valueOf(NumUtil.div(income * 1000, view)));
+                cidFeatureMap.put(prefix + "_" + time + "_ecpm", String.valueOf(NumUtil.div(income * 1000, view)));
 
                 cidFeatureMap.put(prefix + "_" + time + "_click", String.valueOf(click));
                 cidFeatureMap.put(prefix + "_" + time + "_conver*log(view)", String.valueOf(conver * NumUtil.log(view)));
@@ -380,7 +383,7 @@ public class RankStrategyBy680 extends RankStrategyBasic {
         featureMap.put("ctr_all", String.valueOf(NumUtil.div(clickAll, viewAll)));
         featureMap.put("ctcvr_all", String.valueOf(NumUtil.div(converAll, viewAll)));
         featureMap.put("cvr_all", String.valueOf(NumUtil.div(clickAll, converAll)));
-        // featureMap.put("ecpm_all", String.valueOf(NumUtil.div(incomeAll * 1000, viewAll)));
+        featureMap.put("ecpm_all", String.valueOf(NumUtil.div(incomeAll * 1000, viewAll)));
 
         return midActionList;
     }
@@ -434,7 +437,7 @@ public class RankStrategyBy680 extends RankStrategyBasic {
             featureMap.put("d1_feature_" + prefix + "_ctcvr", String.valueOf(NumUtil.div(conver, view)));
             featureMap.put("d1_feature_" + prefix + "_cvr", String.valueOf(NumUtil.div(conver, click)));
             featureMap.put("d1_feature_" + prefix + "_conver", String.valueOf(conver));
-            // featureMap.put("d1_feature_" + prefix + "_ecpm", String.valueOf(NumUtil.div(income * 1000, view)));
+            featureMap.put("d1_feature_" + prefix + "_ecpm", String.valueOf(NumUtil.div(income * 1000, view)));
         }
     }
 
@@ -443,8 +446,8 @@ public class RankStrategyBy680 extends RankStrategyBasic {
             return;
         }
 
-        // List<String> prefixes1 = Arrays.asList("ctr", "ctcvr", "ecpm");
-        List<String> prefixes1 = Arrays.asList("ctr", "ctcvr");
+        List<String> prefixes1 = Arrays.asList("ctr", "ctcvr", "ecpm");
+        // List<String> prefixes1 = Arrays.asList("ctr", "ctcvr");
         List<String> prefixes2 = Arrays.asList("1d", "3d", "7d", "14d");
 
         for (String prefix1 : prefixes1) {