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Hello,IamIvan fromthePROSEgroupatMicrosoft. TodayIwillbetalkingaboutparsingtextfiles invariousstandard,ad-hoc,andmixedformats. Iwillpresentanextensible programsynthesisframework thatcanautomatically,withoutuserinput, extracttabulardatafromthesediverseformats. Theproblemwearesolvingisa common task forbusinessanalystsordatascientists. Theyoftenneedtotakeatext-file andgetitintoacleanandstructured form, inordertoperformdataanalysis. Thesefilescomeina number ofdifferentformats, forexample: Standardformatslike CSV,XMLandJSONdocuments, andtheirsubtlevariants and various configurations. Ad-hocformats,likecustomlogs. Also,theseformatsareoftencombined, likeforexample: JSONwithinCSV withinalog file. Letuslookatanexampleofsuchafile. Thisfileisinanon-standardformat andinspiredbyareal-worldlogfile. Thereareseveralchallenges withparsingthisfile: Therecordsspanmultiple