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We managed to cross-compile ROS 2 for Raspberry Pi Zero (armhf). In addition, we wrote a Docker image that contains all necessary tools and configurations for cross-compilation.

Here are the instructions:
https://github.com/cyberbotics/epuck_ros2/tree/master/installation/cross_compile