How to stop copying the white space, on a blank line, in Visual Studio Code?

You should be able to do this by configuring the option editor.emptySelectionClipboard to false.

There is an extension for it: https://marketplace.visualstudio.com/items?itemName=usernamehw.do-not-copy-empty