Is your husband an established Arizona Resident who took a job in California, or a California resident attempting to establish Arizona residency?
Currently CA resident wanting to continue his residency while I reside in AZ.
In this case, you will file a [Joint] California Resident return. You may or may not need to file an Arizona Non-Resident return.
You must file in both states. That's because both AZ and CA are both community property states. Here is AZ's rule on your situation:
If your nonresident spouse is a resident of a community property state, then the total community income will include income from both Arizona and the state where your spouse is a resident. Total community income would include wages you and your spouse (if a resident of a community property state) earn while you are married.
https://azdor.gov/sites/default/files/media/PUBLICATION_200.pdf
As an AZ resident, ALL your income is taxable by AZ. Since you have community income from your husband's job in CA, you must file an AZ tax return.