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Last time I checked (about a year ago) the best way was to listen on various notifications OpenStack was publishing to RabbitMQ. From here you could parse and save relevant events to mysql,logstash,whatever.

I have used StackTach (v2) for this, it is a lightweight python app which did the job OK. StackTach v3 seemed to complex back then, an overkill for what i was trying to do.