vsantwana commented on code in PR #978:
URL: 
https://github.com/apache/flink-kubernetes-operator/pull/978#discussion_r2080911327


##########
flink-kubernetes-operator/src/main/java/org/apache/flink/kubernetes/operator/observer/deployment/ApplicationObserver.java:
##########
@@ -17,22 +17,50 @@
 
 package org.apache.flink.kubernetes.operator.observer.deployment;
 
+import org.apache.flink.annotation.VisibleForTesting;
+import org.apache.flink.api.common.JobID;
+import org.apache.flink.autoscaler.utils.DateTimeUtils;
 import org.apache.flink.kubernetes.operator.api.FlinkDeployment;
 import org.apache.flink.kubernetes.operator.api.status.FlinkDeploymentStatus;
 import org.apache.flink.kubernetes.operator.controller.FlinkResourceContext;
 import org.apache.flink.kubernetes.operator.observer.ClusterHealthObserver;
 import org.apache.flink.kubernetes.operator.observer.JobStatusObserver;
 import org.apache.flink.kubernetes.operator.observer.SnapshotObserver;
 import org.apache.flink.kubernetes.operator.utils.EventRecorder;
+import org.apache.flink.runtime.rest.messages.JobExceptionsInfoWithHistory;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.time.Instant;
+import java.time.ZoneId;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
 
 import static 
org.apache.flink.kubernetes.operator.config.KubernetesOperatorConfigOptions.OPERATOR_CLUSTER_HEALTH_CHECK_ENABLED;
 
 /** The observer of {@link 
org.apache.flink.kubernetes.operator.config.Mode#APPLICATION} cluster. */
 public class ApplicationObserver extends AbstractFlinkDeploymentObserver {
 
+    /** The cache entry for the last recorded exception timestamp. */
+    public static final class ExceptionCacheEntry {
+        final String jobId;
+        final long lastTimestamp;
+
+        ExceptionCacheEntry(String jobId, long lastTimestamp) {
+            this.jobId = jobId;
+            this.lastTimestamp = lastTimestamp;
+        }
+    }
+
+    @VisibleForTesting
+    final Map<String, ExceptionCacheEntry> lastRecordedExceptionCache = new 
ConcurrentHashMap<>();

Review Comment:
   I have made resource key 
   ```
   String resourceKey =
                       deployment.getMetadata().getNamespace()
                               + "/"
                               + deployment.getMetadata().getName()
   ```
   
   Wasn't aware of the ResourceID class. Will update this 
   
   



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