Here's how you can use it to download your Gmail data in MBOX file format ... you can import the MBOX file into the Mail app by selecting File > Import Mailboxes. If you use Microsoft Outlook ...

Google's going for consistency across the Gmail Android app, populating more of the app's menus with helpful icons.