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Run multiple systematics in one job

Dan Guest requested to merge dguest/training-dataset-dumper:multitag into main

This is a rewrite of the retagging script so that we can run multiple systematics in one job. It should allow us to get away from some workarounds like !658 (merged), and hopefully save some bookkeeping.

There are some rough edges (i.e. it might only work on MC20 for now) but these are probably things that @tdingley and @vhomsak can work with. I had to update the jet systematics code a bit, but I managed to get one track and one jet systematic working 🎉!

Part of these changes required a bit of restructuring for the output files: rather than saving just tracks and jets in the output file, there are now groups for each systematic combination. Hopefully the downstream code can work around this.

Edited by Dan Guest

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