How do I enable logging for haproxy load balancer in my RHEL-OSP environment?

Issue

I am running a highly available RHEL-OSP environment deployed by RHEL-OSP-INSTALLER. This uses haproxy to load balance requests to API end points and haproxy seems to drop some connections. How can I enable logging for haproxy to get more details on why this happens?

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