on linux, you can use just the shell(bash,ksh etc) to parse log files if they are not too big in size. The other tools to go for are usually grep and awk. However, for more programming power, awk is usually used. If you have big files to parse, try awk.
Of course, Perl or Python or practically any other languages with file reading and string manipulation capabilities can be used as well.
