On 1/7/25 21:42, Robert Treat wrote:
> On Tue, Jan 7, 2025 at 10:44 AM Bertrand Drouvot
> <bertranddrouvot.pg@gmail.com> wrote:
>>
>> ...
>>
>> Another idea regarding the storage of those metrics: I think that one would
>> want to see "precise" data for recent metrics but would probably be fine with some
>> level of aggregation for historical ones. Something like being able to retrieve
>> "1 day of raw data" and say one year of data aggregated by day (average, maximum,
>> minimum , standard deviation and maybe some percentiles) could be fine too.
>>
>
> While I'm sure some people are ok with it, I would say that most of
> the observability/metrics community has moved away from aggregated
> data storage towards raw time series data in tools like prometheus,
> tsdb, and timescale in order to avoid the problems that misleading /
> lossy / low-resolution data can create.
>
That's how I see it too. My primary goal is to provide the raw data,
even if it covers only a limited amount of time, so that it can be
either queried directly, or ingested regularly into something like
prometheus.
I can imagine a more complicated system, aggregating the data after into
a lower resolution (e.g. per day). But that's not a complete solution,
because e.g. what if there are many relations that happen to be related
only once per day?
regards
--
Tomas Vondra
