use awk to read a CSV with more than one char as field separator

Question

I have a kind of CSV file using |#| as separator

$ cat /tmp/dd.csv 
animal|#|mysize|#|weight|#|adult|#|age|#|length
0|#|cat|#|S|#|8|#|False|#|3|#