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In the meantime, this should probably be moved to it's own script. In that script we can save each group as a separate `parquet` (as would be done with an equivalent python script) and then load only the necessary parquets here.
Originally posted by @damonbayer in #102 (comment)
This change will result in a workflow be closer to flowchart and make swapping out for a forecasttools-py solution easier.
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