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I have met the same question. But I'm based on Indigo, and I solved it via

sudo apt-get install ros-indigo-the package you are missing

Then I install many packages, such as ros-indigo-modelet, ros-indigo-gazebo-ros, ros-indigo-driver-base.And it works for me.

May my answer will help you.

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