When the state is passed to the task that handles a mapWithState for a 
particular key, if the key is distributed, it seems extremely difficult to 
coordinate and synchronise the state. Is there a partition by key before a 
mapWithState? If not what exactly is the execution model?

Thanks,

Lin

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