Linux/Windows
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Control + D : Duplicate current line or selection
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Control + Y : Delete current line
Note from comments: Shift + Delete cuts the current line.
Mac
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Command + D : Duplicate current line or selection
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Command + Delete : Delete current line
See also
If it's not working, check the Keymap settings:
