Gzip is a compression technology available on most unix/linux systems. Once in a while you might see a file such as filename.gz or filename.tar.gz and you may need to search through that file… I know some popular web server programs, such as apache, compress old log files to save space…
If you need to search through a .gz file, just use the zcat command (similar to cat):
zcat file.gz