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hi welcome to my new video where i will show you how rows are joined in stream to stream joins in structured streaming and more exactly how state store helps to join the zeros in this scenario and to illustrate that i created a very sample data processing class where im using one shuffle partition so it means that i will have only one state store and where im joining to rate stream based streams in inner type just for the sake of simplicity and im also creating a checkpoint location because i will show you later what state store files are created in this scenario of stream to stream joins so let me check whether the debugs are enabled and yes they are correctly enabled and i will now run this code in debug mode so as you can see the join will create two one side hash joiner for every joint side and later use the store and join with other side methods to perform the join and we will focus more exactly at this method and more exactly on this one that will directly interact with the s