Very simply with the tools "unrar" and "unzip". You probably have to install them first. There are also some gui frontend programs such as ark which can open multiple formats, as long as you have the proper backends installed.
Finally, there's a nice command-line frontend named "unp", which lets you only remember a single command in order to unpackage all the common formats.
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