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

    https://github.com/apache/apex-malhar/pull/358#discussion_r74004081
  
    --- Diff: 
library/src/main/java/com/datatorrent/lib/db/jdbc/AbstractJdbcPollInputOperator.java
 ---
    @@ -438,119 +261,110 @@ public void endWindow()
         currentWindowRecoveryState = new MutablePair<>();
       }
     
    -  public int getPartitionCount()
    -  {
    -    return partitionCount;
    -  }
    -
    -  public void setPartitionCount(int partitionCount)
    +  @Override
    +  public void deactivate()
       {
    -    this.partitionCount = partitionCount;
    +    scanService.shutdownNow();
    +    store.disconnect();
       }
     
    -  @Override
    -  public void activate(Context cntxt)
    +  protected void pollRecords()
       {
    -    if (context.getValue(OperatorContext.ACTIVATION_WINDOW_ID) != 
Stateless.WINDOW_ID
    -        && context.getValue(OperatorContext.ACTIVATION_WINDOW_ID) < 
windowManager.getLargestRecoveryWindow()) {
    -      // If it is a replay state, don't start any threads here
    +    if (isPolled) {
           return;
         }
    -  }
    -
    -  @Override
    -  public void deactivate()
    -  {
         try {
    -      if (dbPoller != null && dbPoller.isAlive()) {
    -        dbPoller.interrupt();
    -        dbPoller.join();
    +      ps.setFetchSize(getFetchSize());
    +      ResultSet result = ps.executeQuery();
    +      if (result.next()) {
    +        do {
    +          emitQueue.add(getTuple(result));
    +        } while (result.next());
           }
    -    } catch (InterruptedException ex) {
    -      // log and ignore, ending execution anyway
    -      LOG.error("exception in poller thread: ", ex);
    +      isPolled = true;
    --- End diff --
    
    What about non-poller partitions? ```pollRecords()``` is just fetching 
```fetchSize``` records and making ```isPolled = true```. This way non-poller 
partitions only fetch ```fetchSize``` records.


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