Currently, I'm using az storage blob directory download but every time I run it, I get: This command is implicitly deprecated because command group 'storage blob directory' is deprecated and will be removed in a future release. Use 'az storage fs directory' instead.
I checked the 
I can download the specific directory to current directory:
Your can refer to this official document: