Does the absence of log books mean big problems?
DO NOT GO anywhere near an aircraft that does not have the log books.
The log books are like the bible for an aircraft and is where all the history of the aircraft is recorded: number of hours on engines, propellers, airframe, ADs (aircraft directives) and any damage history etc etc...
If there are no log books then I would suspect some skulduggery somewhere.