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For joins NUPI can be a better choice than a UPI - response (3) by Shelley

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As ulrich says, you need the context because it really depends on your data and what you need to join on.
For example if your joins are most often on columns that will have duplicates  then a NUPI using those column(s) may be a better choice than creating a unique PI using a column(s)  that are not always  used in the join.
As long as there is reasonable distribution with the nupi columns( not too many duplicates) then it will work well.
---Shelley


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