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So we actually want to only get 3 columns from this spreadsheet: The product code, the date of sales and the number of goods sold (the metric).In order to do that, we need to actually know the layout of the spreadsheet before we do the ETL. Again, to be able to do that, we need to know the exact layout of the file.
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Once at this point any serious ETL consultant will be doing one of the following: Now, most open source software starts with this realization: “There has got to be a better way! If only we could somehow determine the layout of the file automatically, extract the date for each column and then inject that information into another transformation. This job describes the 2 main transformations used to solve our pesky little problem.