Can you restore purged MySQL binary logs?
The binlogs contain a chronological list of the changes made to all the tables.  There is no "snapshot" in them, only insert, deleted, etc statements.

You can look at any one of the files with the mysqlbinlog program.

"get back from this bin single bin log file" -- What do you imagine you might want to get?