If an job interviewer shows up half an hour late

[Gold]

Not acceptable.

Ask them why they are late and if they cannot provide a good answer, well then the choice is yours.

You either go through with he interviewer establishing a new dynamic that you find what they did unacceptable.
Or you do what I would do and leave.