Do you have any idea to find/generate the fingerprint key?

First, I think you're actually referring the known_hosts file, not the identity file (which contains your private key).  The former contains the public keys (fingerprints) of the hosts, and thus you can't generate those keys yourself — unless you're the admin of those hosts...