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Not using Fedora, so I am guessing blindly.

Make sure you have the latest version of rosdep installed (I think that's 0.10.12) and run

rosdep update

Hopefully that solves the error with python-yaml.

Then call:

rosdep install -ai

hopefully that resolves problem with "No definition of [ros]"

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