On the price book page, click on the Price Book you want to export.
Click the 'Export price book' button. Your price book CSV file will download.
Important: Exported price books will have an ID for every item. If you want to use your exported file to create a NEW price book, rather than edit an existing one, please delete the ID column.
For more information on Running sales with Price Books, check out this article.