Selaa lähdekoodia

remove unused model config

丁云鹏 3 kuukautta sitten
vanhempi
commit
2412f1d98e
23 muutettua tiedostoa jossa 0 lisäystä ja 497 poistoa
  1. 0 23
      recommend-server-service/src/main/java/com/tzld/piaoquan/recommend/server/service/score/ScorerUtils.java
  2. 0 7
      recommend-server-service/src/main/resources/content_base_recall.conf
  3. 0 8
      recommend-server-service/src/main/resources/feeds_recall_config_region_v1_vov.conf
  4. 0 9
      recommend-server-service/src/main/resources/feeds_recall_config_region_v2.conf
  5. 0 9
      recommend-server-service/src/main/resources/feeds_recall_config_region_v3.conf
  6. 0 8
      recommend-server-service/src/main/resources/feeds_recall_config_region_v4.conf
  7. 0 9
      recommend-server-service/src/main/resources/feeds_recall_config_region_v5_highvalue.conf
  8. 0 9
      recommend-server-service/src/main/resources/feeds_recall_config_region_v6_rootrov.conf
  9. 0 9
      recommend-server-service/src/main/resources/feeds_recall_config_region_v7_vov_longterm.conf
  10. 0 8
      recommend-server-service/src/main/resources/feeds_recall_config_tomson_v2.conf
  11. 0 12
      recommend-server-service/src/main/resources/feeds_score_config_20240228.conf
  12. 0 7
      recommend-server-service/src/main/resources/feeds_score_config_20240711.conf
  13. 0 7
      recommend-server-service/src/main/resources/feeds_score_config_20240806.conf
  14. 0 13
      recommend-server-service/src/main/resources/feeds_score_config_20241107.conf
  15. 0 13
      recommend-server-service/src/main/resources/feeds_score_config_20241119.conf
  16. 0 12
      recommend-server-service/src/main/resources/feeds_score_config_baseline.conf
  17. 0 7
      recommend-server-service/src/main/resources/feeds_score_config_festival.conf
  18. 0 12
      recommend-server-service/src/main/resources/feeds_score_config_new_baseline.conf
  19. 0 7
      recommend-server-service/src/main/resources/feeds_score_config_share_deep.conf
  20. 0 7
      recommend-server-service/src/main/resources/feeds_score_config_share_width.conf
  21. 0 7
      recommend-server-service/src/main/resources/feeds_score_config_thompson.conf
  22. 0 7
      recommend-server-service/src/main/resources/feeds_score_config_thompson_new.conf
  23. 0 287
      recommend-server-service/src/main/resources/feeds_score_config_xgb_20240828.conf

+ 0 - 23
recommend-server-service/src/main/java/com/tzld/piaoquan/recommend/server/service/score/ScorerUtils.java

@@ -24,41 +24,18 @@ public final class ScorerUtils {
     private static final Map<String, ScorerPipeline> scorerPipelineCache = new ConcurrentHashMap<>();
     private static final Map<String, ScorerPipeline4Recall> scorerPipelineCache4Recall = new ConcurrentHashMap<>();
 
-    public static String BASE_CONF = "feeds_score_config_baseline.conf";
     public static String VIDEO_SCORE_CONF_FOR_AD = "video_score_config_for_ad.conf";
 
-    public static String FLOWPOOL_CONF = "feeds_score_config_thompson.conf";
-
 
     public static void warmUp() {
         log.info("scorer warm up ");
-        ScorerUtils.init(BASE_CONF);
-        ScorerUtils.init(FLOWPOOL_CONF);
         ScorerUtils.init(VIDEO_SCORE_CONF_FOR_AD);
-        ScorerUtils.init("feeds_score_config_20240228.conf");
         ScorerUtils.init("feeds_score_config_20240609.conf");
-        ScorerUtils.init("feeds_score_config_20240711.conf");
-        ScorerUtils.init("feeds_score_config_20240806.conf");
         ScorerUtils.init("feeds_score_config_20240807.conf");
-        ScorerUtils.init("feeds_score_config_20241107.conf");
-        ScorerUtils.init("feeds_score_config_20241119.conf");
-        ScorerUtils.init("feeds_score_config_xgb_20240828.conf");
         ScorerUtils.init("feeds_score_config_fm_xgb_20241209.conf");
         ScorerUtils.init4Recall("feeds_recall_config_region_v1.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_region_v1_vov.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_region_v2.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_region_v3.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_region_v4.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_region_v5_highvalue.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_region_v6_rootrov.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_region_v7_vov_longterm.conf");
-        ScorerUtils.init4Recall("feeds_score_config_festival.conf");
         ScorerUtils.init4Recall("feeds_score_config_bless.conf");
         ScorerUtils.init4Recall("feeds_recall_config_tomson.conf");
-        ScorerUtils.init4Recall("feeds_recall_config_tomson_v2.conf");
-        ScorerUtils.init4Recall("feeds_score_config_share_width.conf");
-        ScorerUtils.init4Recall("feeds_score_config_share_deep.conf");
-        ScorerUtils.init4Recall("content_base_recall.conf");
         FeatureBucketUtils.init(Collections.singletonList("20241209_nor_bucket.txt"));
     }
 

+ 0 - 7
recommend-server-service/src/main/resources/content_base_recall.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  content-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.ContentBaseRecallScore"
-    scorer-priority = 100
-    model-path = "alg_recall_file/content_base_recall.txt"
-  }
-}

+ 0 - 8
recommend-server-service/src/main/resources/feeds_recall_config_region_v1_vov.conf

@@ -1,8 +0,0 @@
-scorer-config = {
-    score1-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.RegionRecallScorerV1"
-        scorer-priority = 99
-        model-path = "alg_recall_file/01_recall_region1hour_vov.txt"
-    }
-
-}

+ 0 - 9
recommend-server-service/src/main/resources/feeds_recall_config_region_v2.conf

@@ -1,9 +0,0 @@
-scorer-config = {
-
-    score2-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.RegionRecallScorerV2"
-        scorer-priority = 98
-        model-path = "alg_recall_file/02_recall_noregion24hour.txt"
-    }
-
-}

+ 0 - 9
recommend-server-service/src/main/resources/feeds_recall_config_region_v3.conf

@@ -1,9 +0,0 @@
-scorer-config = {
-
-    score3-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.RegionRecallScorerV3"
-        scorer-priority = 97
-        model-path = "alg_recall_file/03_recall_region24hour.txt"
-    }
-
-}

+ 0 - 8
recommend-server-service/src/main/resources/feeds_recall_config_region_v4.conf

@@ -1,8 +0,0 @@
-scorer-config = {
-
-    score4-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.RegionRecallScorerV4"
-        scorer-priority = 96
-        model-path = "alg_recall_file/04_recall_noregion1h.txt"
-    }
-}

+ 0 - 9
recommend-server-service/src/main/resources/feeds_recall_config_region_v5_highvalue.conf

@@ -1,9 +0,0 @@
-scorer-config = {
-
-    score5-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.RegionRecallScorerV5HighValue"
-        scorer-priority = 98
-        model-path = "alg_recall_file/06_high_value_same_period.txt"
-    }
-
-}

+ 0 - 9
recommend-server-service/src/main/resources/feeds_recall_config_region_v6_rootrov.conf

@@ -1,9 +0,0 @@
-scorer-config = {
-
-    score6-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.RegionRecallScorerV5RootRov"
-        scorer-priority = 98
-        model-path = "alg_recall_file/07_root_rov.txt"
-    }
-
-}

+ 0 - 9
recommend-server-service/src/main/resources/feeds_recall_config_region_v7_vov_longterm.conf

@@ -1,9 +0,0 @@
-scorer-config = {
-
-    score7-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.RegionRecallScorerV7VovLongTerm"
-        scorer-priority = 98
-        model-path = "alg_recall_file/08_vov_longterm.txt"
-    }
-
-}

+ 0 - 8
recommend-server-service/src/main/resources/feeds_recall_config_tomson_v2.conf

@@ -1,8 +0,0 @@
-scorer-config = {
-    score1-config = {
-        scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.FlowPoolScorer"
-        scorer-priority = 99
-        model-path = "alg_recall_file/10_coldstart_tomson_v2.txt"
-    }
-
-}

+ 0 - 12
recommend-server-service/src/main/resources/feeds_score_config_20240228.conf

@@ -1,12 +0,0 @@
-scorer-config = {
-  str-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogShareLRScorer"
-    scorer-priority = 99
-    model-path = "zhangbo/model_tom.txt"
-  }
-  ros-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogShareLRScorer4Ros"
-    scorer-priority = 99
-    model-path = "zhangbo/model_jerry.txt"
-  }
-}

+ 0 - 7
recommend-server-service/src/main/resources/feeds_score_config_20240711.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  rov-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogRovFMScorer"
-    scorer-priority = 95
-    model-path = "zhangbo/model_nba8.txt"
-  }
-}

+ 0 - 7
recommend-server-service/src/main/resources/feeds_score_config_20240806.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  rov-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogRovFMScorer"
-    scorer-priority = 96
-    model-path = "zhangbo/model_aka8_new1.txt"
-  }
-}

+ 0 - 13
recommend-server-service/src/main/resources/feeds_score_config_20241107.conf

@@ -1,13 +0,0 @@
-scorer-config = {
-  rov-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogRovFMScorer"
-    scorer-priority = 96
-    model-path = "zhangbo/model_aka8_new2.txt"
-  }
-
-  vov-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VovH24WeightScorer"
-    scorer-priority = 95
-    model-path = "zhangbo/vovh24_hour_weight.json"
-  }
-}

+ 0 - 13
recommend-server-service/src/main/resources/feeds_score_config_20241119.conf

@@ -1,13 +0,0 @@
-scorer-config = {
-  rov-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogRovFMScorer"
-    scorer-priority = 96
-    model-path = "zhangbo/model_aka8_new2.txt"
-  }
-
-  vov-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VovH24WeightV2Scorer"
-    scorer-priority = 95
-    model-path = "zhangbo/vovh24_hour_weight_v2.json"
-  }
-}

+ 0 - 12
recommend-server-service/src/main/resources/feeds_score_config_baseline.conf

@@ -1,12 +0,0 @@
-scorer-config = {
-  str-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogShareLRScorer"
-    scorer-priority = 99
-    model-path = "video_str_model/model_str_mid.txt"
-  }
-  ros-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogShareLRScorer4Ros"
-    scorer-priority = 99
-    model-path = "video_str_model/model_ros_v2_20231220_change.txt"
-  }
-}

+ 0 - 7
recommend-server-service/src/main/resources/feeds_score_config_festival.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  festival-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.FestivalRecallScore"
-    scorer-priority = 100
-    model-path = "alg_recall_file/05_festival.txt"
-  }
-}

+ 0 - 12
recommend-server-service/src/main/resources/feeds_score_config_new_baseline.conf

@@ -1,12 +0,0 @@
-scorer-config = {
-  str-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.implement.score.VlogShareLRScorer"
-    scorer-priority = 99
-    model-path = "video_str_model/model_str_mid.txt"
-  }
-  ros-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.implement.score.VlogShareLRScorer4Ros"
-    scorer-priority = 99
-    model-path = "video_str_model/model_ros_v2_20231220_change.txt"
-  }
-}

+ 0 - 7
recommend-server-service/src/main/resources/feeds_score_config_share_deep.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  festival-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.ShareDeepRecallScore"
-    scorer-priority = 100
-    model-path = "alg_recall_file/videos_share_deep.txt"
-  }
-}

+ 0 - 7
recommend-server-service/src/main/resources/feeds_score_config_share_width.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  festival-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score4recall.strategy.ShareWidthRecallScore"
-    scorer-priority = 100
-    model-path = "alg_recall_file/videos_share_width.txt"
-  }
-}

+ 0 - 7
recommend-server-service/src/main/resources/feeds_score_config_thompson.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  flowpool-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.VlogThompsonScorer"
-    scorer-priority = 99
-    model-path = "video_thompson_model/model_video_thompson.txt"
-  }
-}

+ 0 - 7
recommend-server-service/src/main/resources/feeds_score_config_thompson_new.conf

@@ -1,7 +0,0 @@
-scorer-config = {
-  flowpool-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.implement.score.VlogThompsonScorer"
-    scorer-priority = 99
-    model-path = "video_thompson_model/model_video_thompson.txt"
-  }
-}

+ 0 - 287
recommend-server-service/src/main/resources/feeds_score_config_xgb_20240828.conf

@@ -1,287 +0,0 @@
-scorer-config = {
-  lr-rov-score-config = {
-    scorer-name = "com.tzld.piaoquan.recommend.server.service.score.XGBoostScorer"
-    scorer-priority = 99
-    model-path = "zhangbo/model_xgb_for_recsys.tar.gz"
-    param = {
-      localDir = "xgboost/recsys"
-      features = [
-        "b123_1h_STR",
-        "b123_1h_log(share)",
-        "b123_1h_ROV",
-        "b123_1h_log(return)",
-        "b123_1h_ROV*log(return)",
-        "b123_2h_STR",
-        "b123_2h_log(share)",
-        "b123_2h_ROV",
-        "b123_2h_log(return)",
-        "b123_2h_ROV*log(return)",
-        "b123_3h_STR",
-        "b123_3h_log(share)",
-        "b123_3h_ROV",
-        "b123_3h_log(return)",
-        "b123_3h_ROV*log(return)",
-        "b123_4h_STR",
-        "b123_4h_log(share)",
-        "b123_4h_ROV",
-        "b123_4h_log(return)",
-        "b123_4h_ROV*log(return)",
-        "b123_12h_STR",
-        "b123_12h_log(share)",
-        "b123_12h_ROV",
-        "b123_12h_log(return)",
-        "b123_12h_ROV*log(return)",
-        "b123_1d_STR",
-        "b123_1d_log(share)",
-        "b123_1d_ROV",
-        "b123_1d_log(return)",
-        "b123_1d_ROV*log(return)",
-        "b123_3d_STR",
-        "b123_3d_log(share)",
-        "b123_3d_ROV",
-        "b123_3d_log(return)",
-        "b123_3d_ROV*log(return)",
-        "b123_7d_STR",
-        "b123_7d_log(share)",
-        "b123_7d_ROV",
-        "b123_7d_log(return)",
-        "b123_7d_ROV*log(return)",
-        "b167_1h_STR",
-        "b167_1h_log(share)",
-        "b167_1h_ROV",
-        "b167_1h_log(return)",
-        "b167_1h_ROV*log(return)",
-        "b167_2h_STR",
-        "b167_2h_log(share)",
-        "b167_2h_ROV",
-        "b167_2h_log(return)",
-        "b167_2h_ROV*log(return)",
-        "b167_3h_STR",
-        "b167_3h_log(share)",
-        "b167_3h_ROV",
-        "b167_3h_log(return)",
-        "b167_3h_ROV*log(return)",
-        "b167_4h_STR",
-        "b167_4h_log(share)",
-        "b167_4h_ROV",
-        "b167_4h_log(return)",
-        "b167_4h_ROV*log(return)",
-        "b167_12h_STR",
-        "b167_12h_log(share)",
-        "b167_12h_ROV",
-        "b167_12h_log(return)",
-        "b167_12h_ROV*log(return)",
-        "b167_1d_STR",
-        "b167_1d_log(share)",
-        "b167_1d_ROV",
-        "b167_1d_log(return)",
-        "b167_1d_ROV*log(return)",
-        "b167_3d_STR",
-        "b167_3d_log(share)",
-        "b167_3d_ROV",
-        "b167_3d_log(return)",
-        "b167_3d_ROV*log(return)",
-        "b167_7d_STR",
-        "b167_7d_log(share)",
-        "b167_7d_ROV",
-        "b167_7d_log(return)",
-        "b167_7d_ROV*log(return)",
-        "b8910_1h_STR",
-        "b8910_1h_log(share)",
-        "b8910_1h_ROV",
-        "b8910_1h_log(return)",
-        "b8910_1h_ROV*log(return)",
-        "b8910_2h_STR",
-        "b8910_2h_log(share)",
-        "b8910_2h_ROV",
-        "b8910_2h_log(return)",
-        "b8910_2h_ROV*log(return)",
-        "b8910_3h_STR",
-        "b8910_3h_log(share)",
-        "b8910_3h_ROV",
-        "b8910_3h_log(return)",
-        "b8910_3h_ROV*log(return)",
-        "b8910_4h_STR",
-        "b8910_4h_log(share)",
-        "b8910_4h_ROV",
-        "b8910_4h_log(return)",
-        "b8910_4h_ROV*log(return)",
-        "b8910_12h_STR",
-        "b8910_12h_log(share)",
-        "b8910_12h_ROV",
-        "b8910_12h_log(return)",
-        "b8910_12h_ROV*log(return)",
-        "b8910_1d_STR",
-        "b8910_1d_log(share)",
-        "b8910_1d_ROV",
-        "b8910_1d_log(return)",
-        "b8910_1d_ROV*log(return)",
-        "b8910_3d_STR",
-        "b8910_3d_log(share)",
-        "b8910_3d_ROV",
-        "b8910_3d_log(return)",
-        "b8910_3d_ROV*log(return)",
-        "b8910_7d_STR",
-        "b8910_7d_log(share)",
-        "b8910_7d_ROV",
-        "b8910_7d_log(return)",
-        "b8910_7d_ROV*log(return)",
-        "b111213_1h_STR",
-        "b111213_1h_log(share)",
-        "b111213_1h_ROV",
-        "b111213_1h_log(return)",
-        "b111213_1h_ROV*log(return)",
-        "b111213_2h_STR",
-        "b111213_2h_log(share)",
-        "b111213_2h_ROV",
-        "b111213_2h_log(return)",
-        "b111213_2h_ROV*log(return)",
-        "b111213_3h_STR",
-        "b111213_3h_log(share)",
-        "b111213_3h_ROV",
-        "b111213_3h_log(return)",
-        "b111213_3h_ROV*log(return)",
-        "b111213_4h_STR",
-        "b111213_4h_log(share)",
-        "b111213_4h_ROV",
-        "b111213_4h_log(return)",
-        "b111213_4h_ROV*log(return)",
-        "b111213_12h_STR",
-        "b111213_12h_log(share)",
-        "b111213_12h_ROV",
-        "b111213_12h_log(return)",
-        "b111213_12h_ROV*log(return)",
-        "b111213_1d_STR",
-        "b111213_1d_log(share)",
-        "b111213_1d_ROV",
-        "b111213_1d_log(return)",
-        "b111213_1d_ROV*log(return)",
-        "b111213_3d_STR",
-        "b111213_3d_log(share)",
-        "b111213_3d_ROV",
-        "b111213_3d_log(return)",
-        "b111213_3d_ROV*log(return)",
-        "b111213_7d_STR",
-        "b111213_7d_log(share)",
-        "b111213_7d_ROV",
-        "b111213_7d_log(return)",
-        "b111213_7d_ROV*log(return)",
-        "b171819_1h_STR",
-        "b171819_1h_log(share)",
-        "b171819_1h_ROV",
-        "b171819_1h_log(return)",
-        "b171819_1h_ROV*log(return)",
-        "b171819_2h_STR",
-        "b171819_2h_log(share)",
-        "b171819_2h_ROV",
-        "b171819_2h_log(return)",
-        "b171819_2h_ROV*log(return)",
-        "b171819_3h_STR",
-        "b171819_3h_log(share)",
-        "b171819_3h_ROV",
-        "b171819_3h_log(return)",
-        "b171819_3h_ROV*log(return)",
-        "b171819_4h_STR",
-        "b171819_4h_log(share)",
-        "b171819_4h_ROV",
-        "b171819_4h_log(return)",
-        "b171819_4h_ROV*log(return)",
-        "b171819_12h_STR",
-        "b171819_12h_log(share)",
-        "b171819_12h_ROV",
-        "b171819_12h_log(return)",
-        "b171819_12h_ROV*log(return)",
-        "b171819_1d_STR",
-        "b171819_1d_log(share)",
-        "b171819_1d_ROV",
-        "b171819_1d_log(return)",
-        "b171819_1d_ROV*log(return)",
-        "b171819_3d_STR",
-        "b171819_3d_log(share)",
-        "b171819_3d_ROV",
-        "b171819_3d_log(return)",
-        "b171819_3d_ROV*log(return)",
-        "b171819_7d_STR",
-        "b171819_7d_log(share)",
-        "b171819_7d_ROV",
-        "b171819_7d_log(return)",
-        "b171819_7d_ROV*log(return)",
-        "total_time",
-        "bit_rate",
-        "playcnt_6h",
-        "playcnt_1d",
-        "playcnt_3d",
-        "playcnt_7d",
-        "share_pv_12h",
-        "share_pv_1d",
-        "share_pv_3d",
-        "share_pv_7d",
-        "return_uv_12h",
-        "return_uv_1d",
-        "return_uv_3d",
-        "return_uv_7d",
-        "c3_feature_tags_1d_matchnum",
-        "c3_feature_tags_1d_maxscore",
-        "c3_feature_tags_1d_avgscore",
-        "c3_feature_tags_3d_matchnum",
-        "c3_feature_tags_3d_maxscore",
-        "c3_feature_tags_3d_avgscore",
-        "c3_feature_tags_7d_matchnum",
-        "c3_feature_tags_7d_maxscore",
-        "c3_feature_tags_7d_avgscore",
-        "c4_feature_tags_1d_matchnum",
-        "c4_feature_tags_1d_maxscore",
-        "c4_feature_tags_1d_avgscore",
-        "c4_feature_tags_3d_matchnum",
-        "c4_feature_tags_3d_maxscore",
-        "c4_feature_tags_3d_avgscore",
-        "c4_feature_tags_7d_matchnum",
-        "c4_feature_tags_7d_maxscore",
-        "c4_feature_tags_7d_avgscore",
-        "c5_feature_tags_1d_matchnum",
-        "c5_feature_tags_1d_maxscore",
-        "c5_feature_tags_1d_avgscore",
-        "c5_feature_tags_3d_matchnum",
-        "c5_feature_tags_3d_maxscore",
-        "c5_feature_tags_3d_avgscore",
-        "c5_feature_tags_7d_matchnum",
-        "c5_feature_tags_7d_maxscore",
-        "c5_feature_tags_7d_avgscore",
-        "c6_feature_tags_1d_matchnum",
-        "c6_feature_tags_1d_maxscore",
-        "c6_feature_tags_1d_avgscore",
-        "c6_feature_tags_3d_matchnum",
-        "c6_feature_tags_3d_maxscore",
-        "c6_feature_tags_3d_avgscore",
-        "c6_feature_tags_7d_matchnum",
-        "c6_feature_tags_7d_maxscore",
-        "c6_feature_tags_7d_avgscore",
-        "c7_feature_tags_1d_matchnum",
-        "c7_feature_tags_1d_maxscore",
-        "c7_feature_tags_1d_avgscore",
-        "c7_feature_tags_3d_matchnum",
-        "c7_feature_tags_3d_maxscore",
-        "c7_feature_tags_3d_avgscore",
-        "c7_feature_tags_7d_matchnum",
-        "c7_feature_tags_7d_maxscore",
-        "c7_feature_tags_7d_avgscore",
-        "c8_feature_share_score",
-        "c8_feature_share_num",
-        "c8_feature_share_rank",
-        "c8_feature_return_score",
-        "c8_feature_return_num",
-        "c8_feature_return_rank",
-        "c9_feature_share_score",
-        "c9_feature_share_num",
-        "c9_feature_share_rank",
-        "c9_feature_return_score",
-        "c9_feature_return_num",
-        "c9_feature_return_rank",
-        "d1_exp",
-        "d1_return_n",
-        "d1_rovn"
-      ]
-    }
-  }
-
-}