1996fanrui commented on code in PR #2268:
URL: 
https://github.com/apache/incubator-streampark/pull/2268#discussion_r1111250539


##########
streampark-console/streampark-console-service/src/main/java/org/apache/streampark/console/core/task/CheckpointProcessor.java:
##########
@@ -52,30 +66,32 @@ public class CheckpointProcessor {
 
   @Autowired private SavePointService savePointService;
 
-  public void process(Long appId, CheckPoints checkPoints) {
-    CheckPoints.Latest latest = checkPoints.getLatest();
-    if (latest == null || latest.getCompleted() == null) {
-      return;
-    }
-    CheckPoints.CheckPoint checkPoint = latest.getCompleted();
-    Application application = applicationService.getById(appId);
+  public void process(Application application, @Nonnull CheckPoints 
checkPoints) {
+    checkPoints.getLatestCheckpoint().forEach(checkPoint -> 
process(application, checkPoint));
+  }
+
+  private void process(Application application, @Nonnull 
CheckPoints.CheckPoint checkPoint) {
+    String jobID = application.getJobId();
+    Long appId = application.getId();
     CheckPointStatus status = checkPoint.getCheckPointStatus();
 
     if (CheckPointStatus.COMPLETED.equals(status)) {
-      String cacheId = appId + "_" + application.getJobId();
-      Long latestId =
-          checkPointCache.get(
-              cacheId,
-              key -> {
-                SavePoint savePoint = savePointService.getLatest(appId);
-                return 
Optional.ofNullable(savePoint).map(SavePoint::getChkId).orElse(null);
-              });
-
-      if (latestId == null || latestId < checkPoint.getId()) {
-        saveSavepoint(checkPoint, application);
+      String cacheId = getCacheIdForCheckpoint(appId, jobID);
+      Long latestChkId = getLatestCheckpointedId(appId, cacheId);
+      if (shouldStoreAsSavepoint(appId, jobID, checkPoint)) {
+        savepointedCache.put(
+            getCacheIdForSavepoint(appId, jobID, checkPoint.getId()), 
DEFAULT_FLAG_BYTE);
+        saveSavepoint(
+            checkPoint,
+            application.getId(),
+            latestChkId == null || checkPoint.getId() > latestChkId);
+        return;
+      }
+      if (shouldStoreAsCheckpoint(checkPoint, latestChkId)) {

Review Comment:
   I don't understand why savepoint needs the latestChkId.
   
   Actually, I think we don't need the latest field in the database. And the 
latest can be fill in during qurey checkpoint list. The checkpoint with max 
triggerTime should be the latest checkpoint.
   
   So I prefer keep old logic that latest is always  true during save chk or 
savepoint.



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