Github user tzulitai commented on a diff in the pull request:

    https://github.com/apache/flink/pull/3001#discussion_r112122336
  
    --- Diff: 
flink-connectors/flink-connector-kinesis/src/main/java/org/apache/flink/streaming/connectors/kinesis/FlinkKinesisConsumer.java
 ---
    @@ -267,38 +293,84 @@ public void close() throws Exception {
        // 
------------------------------------------------------------------------
     
        @Override
    -   public HashMap<KinesisStreamShard, SequenceNumber> snapshotState(long 
checkpointId, long checkpointTimestamp) throws Exception {
    +   public void snapshotState(FunctionSnapshotContext context) throws 
Exception {
                if (lastStateSnapshot == null) {
                        LOG.debug("snapshotState() requested on not yet opened 
source; returning null.");
    -                   return null;
    -           }
    -
    -           if (fetcher == null) {
    +           } else if (fetcher == null) {
                        LOG.debug("snapshotState() requested on not yet running 
source; returning null.");
    -                   return null;
    -           }
    -
    -           if (!running) {
    +           } else if (!running) {
                        LOG.debug("snapshotState() called on closed source; 
returning null.");
    -                   return null;
    +           } else {
    +                   if (LOG.isDebugEnabled()) {
    +                           LOG.debug("Snapshotting state ...");
    +                   }
    +
    +                   offsetsStateForCheckpoint.clear();
    +                   lastStateSnapshot = fetcher.snapshotState();
    +
    +                   if (LOG.isDebugEnabled()) {
    +                           LOG.debug("Snapshotted state, last processed 
sequence numbers: {}, checkpoint id: {}, timestamp: {}",
    +                                   lastStateSnapshot.toString(), 
context.getCheckpointId(), context.getCheckpointTimestamp());
    +                   }
    +
    +                   for (Map.Entry<KinesisStreamShard, SequenceNumber> 
entry : lastStateSnapshot.entrySet()) {
    +                           
offsetsStateForCheckpoint.add(Tuple2.of(entry.getKey(), entry.getValue()));
    +                   }
                }
    +   }
     
    -           if (LOG.isDebugEnabled()) {
    -                   LOG.debug("Snapshotting state ...");
    +   @Override
    +   public void initializeState(FunctionInitializationContext context) 
throws Exception {
    +           TypeInformation<Tuple2<KinesisStreamShard, SequenceNumber>> 
tuple = new TupleTypeInfo<>(
    +                   TypeInformation.of(KinesisStreamShard.class),
    +                   TypeInformation.of(SequenceNumber.class)
    +           );
    +
    +           offsetsStateForCheckpoint = 
context.getOperatorStateStore().getUnionListState(
    +                   new 
ListStateDescriptor<>(DefaultOperatorStateBackend.DEFAULT_OPERATOR_STATE_NAME, 
tuple));
    +
    +           if (context.isRestored()) {
    +                   if (sequenceNumsToRestore == null) {
    +                           sequenceNumsToRestore = new HashMap<>();
    +                           for (Tuple2<KinesisStreamShard, SequenceNumber> 
kinesisOffset : offsetsStateForCheckpoint.get()) {
    --- End diff --
    
    I would rename this to `kinesisSeqNum` for consistency, because "offset" is 
the Kafka term while "sequence number" is the Kinesis term :)


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