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hi im sloppy blee goldman with confluent and were going to talk about joins [Music] kafka streams offers joint operations now these are things you might use to join two or more streams together into a third stream or table as well get into uh kafka stream joins require that the records being joined have the same key so two events with unrelated keys are likely to be unrelated and thus will not be joined whereas a join might be something like customer purchases being matched with customer addresses and producing an output stream of the full information set that you have about a customer now you wouldnt want to join one customers data with that of another customer thats why joins are useful when they have the same key now kafka streams offers three types of joins first there is the stream stream join in this case you would have two event streams which are being joined into a new event stream now a stream stream join is whats called a windowed join the records that arrive are join