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Found the answer!

use --pause

<launch>
   <node pkg="rosbag" type="play" name="rosbag_play" output="screen" required="true"
         args="--pause /opt/robomaker/datasources/mybaggroup_1/myS3prefix/log_0.bag"/>
</launch>

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