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== Checklist == # Build new environment using docker #* Language Interpreter version & package version #* System requirement: e.g. CPU & memory usage # Deploy and run the codes # Testing #* Testing by small amount data, large amount data #* Expected or un-expected result #* Validate the [https://en.wikipedia.org/wiki/Dataflow dataflow]: #** Format of input data & output data #*** Definition of column #*** [[Data type]] of column #** Rows count of data or file size<ref>[https://stackoverflow.com/questions/5920333/how-to-check-size-of-a-file bash - How to check size of a file? - Stack Overflow]</ref> #** [https://en.wikipedia.org/wiki/Data_dependency Data dependency]: If the input data came from previous step, you should check the format of data generated by previous step before executing the process. # Progressive update #* Incremental updates: How to apply new data to the current model #* How to use new data to update the model
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