增加特征

src/main/scala/com/aliyun/odps/spark/examples/myUtils/FeatureTransformV2.java

@@ -29,6 +29,7 @@ public class FeatureTransformV2 {
     private static final List<String> hVideoSimAttrs = Arrays.asList("title");
     private static final List<String> cfList = Arrays.asList("share", "return");
     private static final List<String> userAttrList = Arrays.asList("province", "city", "model", "brand", "system", "user_channel", "user_level");
+    private static final Set<String> appSet = new HashSet<>(Arrays.asList("0", "2", "4"));
     private static final Set<String> hotSceneSet = new HashSet<>(Arrays.asList("1008", "1007", "1058", "1074", "1010"));
 
     public static void getContextFeature(long currentMs, String appType, String hotSceneType, Map<String, Double> featureMap) {
@@ -40,7 +41,13 @@ public class FeatureTransformV2 {
         featureMap.put(String.format("%s@%d", "week", week), 1.0);
         featureMap.put(String.format("%s@%d", "hour", hour), 1.0);
         featureMap.put("hour", hour * 1.0);
-        featureMap.put(String.format("%s@%s", "app", appType), 1.0);
+        String app;
+        if (appSet.contains(appType)) {
+            app = appType;
+        } else {
+            app = "other";
+        }
+        featureMap.put(String.format("%s@%s", "app", app), 1.0);
         String hot;
         if (hotSceneSet.contains(hotSceneType)) {
             hot = hotSceneType;