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How do I append/add to a rosbag file without overwriting it in Python?

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Basically I was testing recording data to a rosbag using a timestamp. I noticed that every time I open and close the file it just rewrites the data, so I just leave the file open when the program starts and close it when it ends. However if I want to write to that same file it just overwrites all of the data. How can I just append/add onto the same bag file?

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