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The best and most convenient way is to use Python API. Where you do not need to play the bag file instead call it using Python. Following code I took from ROS Official Site.

import rosbag
bag = rosbag.Bag('test.bag')
for topic, msg, t in bag.read_messages(topics=['chatter', 'numbers']):
    print msg
bag.close()

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