Though I do believe configuration snapshot "running-config.xml" is the equivalent of the actual running config. So I do suspect both methods would work .. but the first is the more correct method.. at least from the GUI.
From the commandline loading from "running-config.xml" is the only way I know of to discard the current candidate.
# load config from running-config.xml
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