websocket freezes without giving any errors

soumyadeep
I have set up callbacks for on_error, on_close and on_data (heartbeats) and there is a separate script always checking the outputs of these callbacks. If there the connection is closed, it restarts the websocket or if the heartbeat is not received for 5 seconds, it restarts the websocket.
What I found for the last one week is that the program simply freezes without giving out any errors or it does not even close. It just hangs so that the on_close callback spits no output. Any pointers to what is possibly going wrong?
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