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hi iamp;#39;m bradley kuzmal iamp;#39;m a chief architect of the tech and weamp;#39;re building a storage engine that does indexing really well so today iamp;#39;m going to talk about indexing thereamp;#39;s been several good talks at the on here and out of the wider conference about indexing so let me just start with a little example um this is uh something drawn from ibench which is a benchmark that basically we developed a tokatek to try to measure how good a storage engine is indexing and then mark callahan revised it and implemented it in python and then we did some more work on it so this is this basically is a table that kind of looks a lot like a tpch table thereamp;#39;s thereamp;#39;s a bunch of integers a transaction id a date and time cash register id customer id product id and price and this is basically a fact table and imagine having a database thatamp;#39;s been populated with a billion of these rows um so since this itamp;#39;s itamp;#39;s gonna be outside of