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I found the solution of the problem. The issue is that Fast-DDS comes with SharedMemory transport by default which doesn't work in this case. A solution can be found here: https://answers.ros.org/question/370595/ros2-foxy-nodes-cant-communicate-through-docker-container-border/.

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