Whenever prometheus scrape an exporter, it automatically creates any 
timeseries which don't exist (i.e. unique combination of metric name + 
labels)

Therefore if your exporter is continuing to expose those timeseries - which 
you can easily check with a curl scrape - they will be recreated.

Things like gauges and counters set in a prometheus client library will 
normally persist unless you delete them.  Otherwise: (a) they wouldn't work 
when being scraped by multiple prometheus servers, and (b) they would not 
be present when the next scrape comes along - which would result in the 
timeseries going "stale".  Remember that the prometheus client library does 
not know how often it's going to get scraped, and by whom.

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