Hi @Bingqiang Xiang ,
Thanks for your time over offline discussion I am summarizing and posting the same as answer for the benefit of other community members.
Issue: Unable to launch azure function when starting azurite with HTTPS protocol
Solution: Customer has confirmed that they were able this issue by following the suggestion steps mentioned in this similar thread here.
Please accept as Yes if the answer is helpful so that it can help others in the community.