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[11:37:35 CST(-0600)] <js70> In use it was made a use difference validating the customer data. I know that is a concern

[11:38:34 CST(-0600)] <TonyUnicon> but i guess you can write one giant query for the whole file

[11:38:34 CST(-0600)] <js70> eventually, first step was to ensure Natural Keys were not null.

[11:38:50 CST(-0600)] <TonyUnicon> that would be the raw data validation i would expect

[11:39:09 CST(-0600)] <TonyUnicon> i dont think the raw data should need to concern itself with existing data

[11:39:09 CST(-0600)] <dmccallum54> the "raw data" validations that jim was running against beans did not involve database interactions

[11:39:16 CST(-0600)] <TonyUnicon> right

[11:39:21 CST(-0600)] <TonyUnicon> and I would expect that

[11:39:24 CST(-0600)] <dmccallum54> and you're right… it did not concern itself with existing data