My apologies for making this problem sound bigger then it actually is.
After many more coffee break I discovered that scalikejdbc
ConnectionPool.singleton(NOT_HOST_BUT_JDBC_URL, user, password) takes a url
and not a host(At least for the version 2.3+)

Hence it throws a very legitimate looking error.
The url takes the structure(for postgres)
"jdbc:postgresql://10.224.36.151/test"

..Manas



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