First of all, thank you for the wide response and the whole list of ideas. 
For now, I am at the stage of developing a concept for how to build such a 
network and manage it, at least in terms of configuration files. I assume 
that all stations will have access to high-speed internet (this will be one 
of the installation requirements, apart from the terrain conditions), so 
the amount of data transferred from the stations to the central server - if 
I need one - will not be a bottleneck. 

I haven't dealt with MQTT, but since you say it's not difficult, all the 
better. I hope this protocol has the ability to announce/send to a remote 
server.

I have come up with another solution, although I am not sure if it 
duplicates any of the proposed ones - as I mentioned, I have not delved 
into the subject yet. If I am reinventing the wheel, please let me know. At 
the stage of starting each station, I would add additional columns to the 
individual weewx.sdb database, which would be copies of other columns, 
e.g., archive_day_outTemp_stationID (where stationID is, of course, a 
unique key - the name of the station). Before sending the database to the 
server, a script would cut out only the *_stationID columns, save them to a 
new database, and send this truncated database to the central server. 
However, I see a problem here in the form of additional CPU overhead and, 
perhaps most importantly, an increased number of records on the microSD 
card (as I wrote in my first post, I want to have Weewx on Raspberry Pi). 
So transferring the entire database, even with additional columns, and 
processing it in one place may be a better solution.

As for summaries, at first I didn't consider data visualization, only 
simple tabular summaries, e.g., maximum temperature in the entire area - 
station X, minimum temperature - station Y, etc. But I'm sure that over 
time, you'll want to have graphs and images :)

niedziela, 22 lutego 2026 o 01:42:09 UTC+1 [email protected] napisał(a):

> Here is my understanding of the problem.
>
>
> There are multiple databases on different physical machines and it is 
> desired to create data visualizations that combine them. 
>
>
> Cat skin 1.
>
> A central visualization process that can access the remote data sources.
>
>
> Cat skin 2.
>
> Replicate the databases “asis” to a central location and run the 
> visualization off these replicas.
>
>
> Cat skin 3.
>
> Replicate the data of interest into a central database and run the 
> visualization off this central database
>
>
> Cat skin n.
>
> I am sure there are many more options.
>
>
> My gut, the first decision is whether to try to access the remote data 
> sources from a central location  (cat skin 1) or replicate the required 
> data to the central location (cat skin 2 and 3). Then proceed from there.
>
>
> Then layered on top of (or underneath, since we have skinned the cat?), 
> the various technology that can be used.....
>
> On Saturday, 21 February 2026 at 19:00:24 UTC-5 Graham Eddy wrote:
>
>> the question, as i understood it, was to present from single copy of data 
>> already existing, rather than to store multiple copies of the same data in 
>> multiple databases.
>> i use mqtt extensively for data acquisition, creating single truths in 
>> databases. then i have a presentation layer over the top of all to create a 
>> single (complex) portal (which has more than just weewx data).
>> as vince and others point out, there is more than one way to ’skin a cat’ 
>> and it depends on your requirements
>> *⊣GE⊢*
>>
>> On 22 Feb 2026, at 5:30 am, Vince Skahan <[email protected]> wrote:
>>
>> For just a few readings from just a few stations, MQTT is the simplest 
>> way:
>>
>>    
>>
>>
>>

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