增加判断

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

@@ -342,11 +342,11 @@ public abstract class RankStrategyBasic implements RankStrategy {
     }
 
     protected void setGuaranteeWeight(Map<String, GuaranteeView> map, String adVerId, Map<String, Object> ext, boolean isGuaranteedFlow, Map<String, String> reqFeature) {
-        log.info( "20250729_feature_fjy_guarantee setGuaranteeWeight reqFeature={}, adVerId={}, isGuaranteedFlow={}, ext={}, map={}", reqFeature, adVerId, isGuaranteedFlow, ext, map);
+        log.info("20250729_feature_fjy_guarantee setGuaranteeWeight reqFeature={}, adVerId={}, isGuaranteedFlow={}, ext={}, map={}", reqFeature, adVerId, isGuaranteedFlow, ext, map);
         if (isGuaranteedFlow && MapUtils.isNotEmpty(map)) {
             GuaranteeView guaranteeView = map.get(adVerId);
             if (guaranteeView != null) {
-                log.info( "20250729_feature_fjy_guarantee setGuaranteeWeight guaranteeView={}, reqFeature={}", guaranteeView, reqFeature);
+                log.info("20250729_feature_fjy_guarantee setGuaranteeWeight guaranteeView={}, reqFeature={}", guaranteeView, reqFeature);
                 double guaranteeWeight = calculateGuaranteeWeightWithCrowd(guaranteeView, reqFeature);
                 boolean isGuaranteed = isGuaranteed(guaranteeView);
                 ext.put("guaranteeView", guaranteeView.toString());
@@ -398,7 +398,7 @@ public abstract class RankStrategyBasic implements RankStrategy {
 
             // 获取用户人群对应的CrowdLayerEnum code
             Integer userCrowdCode = getUserCrowdCode(userLayer);
-            log.info( "20250729_feature_fjy_guarantee RankStrategyBasic userCrowdCode={}, guaranteeCrowdCode={}, userLayer={}", userCrowdCode, guaranteeCrowdCode, userLayer);
+            log.info("20250729_feature_fjy_guarantee RankStrategyBasic userCrowdCode={}, guaranteeCrowdCode={}, userLayer={}", userCrowdCode, guaranteeCrowdCode, userLayer);
             if (userCrowdCode == null) {
                 log.error("RankStrategyBasic calculateGuaranteeWeightWithCrowd 无法获取用户人群代码，userLayer={}", userLayer);
                 return 1.0;
@@ -406,17 +406,17 @@ public abstract class RankStrategyBasic implements RankStrategy {
 
             // 判断用户人群是否在保量人群范围内
             boolean isUserInGuaranteeCrowd = isUserInGuaranteeCrowd(guaranteeCrowdCode, userCrowdCode);
-            log.info( "20250729_feature_fjy_guarantee RankStrategyBasic isUserInGuaranteeCrowd={}, userLayer={}, guaranteeCrowdCode={}", isUserInGuaranteeCrowd, userLayer, guaranteeCrowdCode);
+            log.info("20250729_feature_fjy_guarantee RankStrategyBasic isUserInGuaranteeCrowd={}, userLayer={}, guaranteeCrowdCode={}", isUserInGuaranteeCrowd, userLayer, guaranteeCrowdCode);
 
             if (isUserInGuaranteeCrowd) {
                 // 到这里，就是用户在保量人群中，且广告主勾选的不是全部人群
                 // 计算保量权重
                 double baseWeight = calculateGuaranteedWeight(guaranteeView);
-                log.info( "20250729_feature_fjy_guarantee RankStrategyBasic baseWeight={}", baseWeight);
+                log.info("20250729_feature_fjy_guarantee RankStrategyBasic baseWeight={}", baseWeight);
                 // 额外加权
                 // 对勾选了保量人群，且不是勾选了全部的保量人群的广告进行额外加权
                 double finalWeight = baseWeight * guaranteeCrowdWeightCoefficient;
-                log.info( "20250729_feature_fjy_guarantee RankStrategyBasic finalWeight={}", finalWeight);
+                log.info("20250729_feature_fjy_guarantee RankStrategyBasic finalWeight={}", finalWeight);
 
                 log.debug("RankStrategyBasic 保量人群加权: userLayer={}, guaranteeCrowdCode={}, baseWeight={}, coefficient={}, finalWeight={}",
                         userLayer, guaranteeCrowdCode, baseWeight, guaranteeCrowdWeightCoefficient, finalWeight);
@@ -703,7 +703,8 @@ public abstract class RankStrategyBasic implements RankStrategy {
         for (AdRankItem item : items) {
             CalibrationModelCtcvrData calibrationModelCtcvrData = map.get(item.getProfession());
             item.getExt().put("calibrationModelProfessionCtcvrData", JSONObject.toJSONString(calibrationModelCtcvrData));
-            if (calibrationModelCtcvrData.getPCtcvr() == null
+            if (calibrationModelCtcvrData == null
+                    || calibrationModelCtcvrData.getPCtcvr() == null
                     || calibrationModelCtcvrData.getPCtcvr() == 0.0
                     || calibrationModelCtcvrData.getRealCtcvr() == null
                     || calibrationModelCtcvrData.getRealCtcvr() == 0.0) {