First of all: the concepts: https://docs.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning
Did you have a look at : https://www.mssqltips.com/sqlservertip/3494/azure-sql-database--table-partitioning/ ?
I haven't tested this on a Azure SQLDB, but this seems worth the try, since it also handles the trunctate of a partition ! (and is quiet recent ) https://stackify.com/how-to-partition-tables-in-azure-sql/
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