I have been searching everywhere but I did not come any good working method to host phpmyadmin on dokku.
I tried to different options but couldn't get to a working solution to host phpmyadmin and connect to mysql server on dokku.
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I ended up just using MySQL Workbench connecting to my host via ssh. On the host, I exposed my mysql db to a port
dokku mysql:expose <db_name> <port>.