Bash Check If Shell Is Interactive or Not Under Linux / Unix Oses

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Originally published at: https://www.cyberciti.biz/faq/linux-unix-bash-check-interactive-shell/

How do I check in GNU/Bash if a shell is running in interactive mode or not while writing shell scripts?