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[11:45:29 CST(-0600)] <dmccallum54> raw files -> per-row type, width, nullity validations -> filtered/validated files -> batched inserts to stage tables -> upserts to live tables

[11:46:52 CST(-0600)] <TonyUnicon> but lets say we have a dup row in the file

[11:46:56 CST(-0600)] <TonyUnicon> in that workflow

[11:47:04 CST(-0600)] <TonyUnicon> it would fail on the stage inserts

[11:47:11 CST(-0600)] <TonyUnicon> which I thought you wanted to avoid

[11:47:24 CST(-0600)] <dmccallum54> that particular error would not be caught until [batched inserts to stage tables] and the resulting error would be as inspecific as the batch size is large

[11:47:42 CST(-0600)] <dmccallum54> inspecific. wtf.

[11:47:44 CST(-0600)] <dmccallum54> non-specific