The simplest way to handle this is to file a federal joint return and a joint part-year return for AZ. For both of you in the "My Info" section select TN as your resident state oon 31 Dec and indicate the date moved to TN for each of you (you could use 31 Dec for you). This will generate the AZ part-year return.
In that AZ part-year return you will allocate to AZ only the items that belong to AZ. All your wages for the year but only the AZ portion of your spouse's wages.
That may already be done using W2s. The TN income may already be on a separate W2 and not have an AZ state line (boxes 15-17) and thus will not show up in the AZ return.
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