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Extract packet direction from tshark cmd line

I want to extract the packet direction (tx,rx) of all inbound and outbound packets in the wireshark (pcap ng) file pro grammatically in Python, I read it is possible through pcapng format.

What are the tshark options to club all inbound and outbound traffic from a pcapng file and output to a csv file

Thanks ! -Farida