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so um I would like to talk to you about two technologies that I think have the potential to shape the future of data engineering and those two technologies are arpeggiaro and substrate Apache arrow for those of you that donamp;#39;t know what it is itamp;#39;s a it was born as an in-memory Pharma to represent data in a way that it understood by all libraries and languages so it was a form of polyglot and agnostic format to share data between different software during the course of years it evolved from just a format to be a library that allows to work with that format so now it became a library that supports data interchange the library that supports modifying the memory data supports transmitting that format over the network saving that format to files or loading back from files any kind of IO it provides a built-in compute engine that itamp;#39;s able to work on top of that format and a wall kind of capabilities so at the beginning I would like to introduce you a little bit of Apa