Hi, If I have to aggregate a value in a stream of records, which one of the below approaches will be the most/least efficient?
1. Using a Global Window to aggregate the value and emit the record when it reaches a particular threshold value. 2. Using a FlatMap with a State Variable which gets updated with each incoming record and emit the record when it reaches the threshold value. 3. Using a FlatMap to store the aggregated value in an in-memory DB like Redis and query the value and update it with each incoming record, and emit the record when it reaches the threshold value. Please rate the three approaches according to their efficiency. Regards, Teena