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I figured out what the issue was. I was trying to build geometry package, which is dependent on the basic ros package ros_comm. However, if you install ros_comm through catkin build it will create conflict for geometry. This is because the ros_comm is already installed when ROS was initially installed, so the file was not being read.

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