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Handling Synthetic keys with Role playing Dimensions and Fact Table

how to avoid synthetic keys while using role playing dimensions and Fact

table, I have seen few posts how to avoid use link tables, but that would be useful  if I have common fields in 2 Fact tables, but I want to use dimensions and Facts.

Eg:

FactsTables:

SalesAmount

Taxamount

SalesDate

ShippedData

OrderDate

DimensionTable:

Date

Year

Month

Date as SalesDate

Date as ShippedData

Date as OrderDate

I need to resolve this issue for multiple dimensions, not only for Date Dimension, I have seen Canonical Calendar Post from HIC which was excellent post . It will be similar to that, but for other dimension I can't create common . With your Immense experience, could you help me, this would be useful to many people like me.

Many Thanks

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