You would be considered a Nonresident for the time you were in Arizona, so Part Year would apply for the time you were stationed in California. You would have to file the Parr Year return so only the California income is taxed.
Because your domicile (Home of Record) is California, you are a resident, and you pay tax on all income while permanently stationed in California. If you are stationed in another state, you are considered a nonresident and do not pay tax on the income earned in the other state.
See Military | FTB.ca.gov.
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