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I was able to resolve this issue by sourcing and running the launch file by using /bin/bash -c

ExecStart=/bin/bash -c 'source /opt/ros/foxy/setup.bash; source home/$USER/dev_ws/install/setup.bash; ros2 launch pkg_name launch_file_name.launch.py; sleep 60'

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