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hello spock fans and welcome back to advancing spark where today were having a look at dlt or delta live tables new ability to merge data now that seems like such a a no-brainer obvious i just want to be able to do an upset right but its been a missing bit of functionality in dlt since it came out so its very exciting the fact that we can now do it because it opens up all of the same patterns that were currently using in any mature lake in any mature warehousing system youre going to be doing some kind of upset you dont want to be just appending data to the bottom of a table or completely overwriting an existing table and thats all weve been able to do so far so super exciting this is there really really crucial step on the path to having dlt as a real potential tool to build out your entire lake house using those super exciting stuff were going to take a look through the syntax have a look at the delta table underneath a few dodges bits and pieces about how it actually works