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[11:52:09 CST(-0600)] <dmccallum54> the other is the row-specificity issue that you're talking about now

[11:53:29 CST(-0600)] <TonyUnicon> right

[11:53:33 CST(-0600)] <TonyUnicon> the more in memory validation we have

[11:53:51 CST(-0600)] <TonyUnicon> the more detail we can give the issue on the validity of the file

[11:54:06 CST(-0600)] <TonyUnicon> we can probably identify all bad rows in one shot, and maybe multiple errors per row

[11:54:09 CST(-0600)] <TonyUnicon> relying on the database

[11:54:16 CST(-0600)] <TonyUnicon> would mean it would fail fast on the first error

[11:54:21 CST(-0600)] <TonyUnicon> which could mean more iteration