An Azure relational database service.
By default it will append to the existing data unless you also include a task to delete all the records or truncate the table.
You will need to manage the handling of updated rows separately - I would suggest that you load into a temporary table and then use the T-SQL
MERGE
command to move and update the rows into the final table.