Thank you Fabian.
"/In either case, some record will be read twice but if reading position can
be reset, you can still have exactly-once state consistency because the
state is reset as well./" 
I do not quite understand this statement. If I have read 30 lines from the
checkpoint and sent those 30 records to the next operator, then when the
streaming is recovered - resumed from the last checkpoint, the subsequent
operator would receive those 30 lines again, am I right?

Thanks!



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