This looks like a tricky question, but I think I have a good strategy. I'll focus on the optimization part - since itemsDf is much smaller than transactionsDf, I should use the broadcast function to distribute itemsDf to all the partitions of transactionsDf. That should make the join operation more efficient.
This looks like a straightforward configuration question. I'll review the options carefully and think through the key steps required for basic budgeting in Dynamics 365.
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