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Re: Ideas about presenting data coming from sensors

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On 2/13/25 19:12, Adrian Klaver wrote:
On 2/13/25 01:53, Achilleas Mantzios - cloud wrote:
Now my problem is on the design . We have :

a) tags that have primitive values, float4 lets say - this is the majority, e.g. 60% of all tags

b) tags that contain alarms data also with defined structure, which have additional data such as time of the initial alarm set, acknowledgement of this alarm , validity of this alarm. Those represent smth like 35% fo all tags

c) tags that are basically polymorphic (about 11 of them all in all), each one has different structure, and their fields/cols range a few (1) up to many (25)

We have a table for a) and a table for b).

If we followed a strict normalized approach then we would create additionally 11 tables each tag of type c) . And we are not guaranteed that the same tags would have the same structure over the whole fleet/manufacturers. So we are thinking of putting all semi-structured data of tags of type c) into one table with a single col of type jsonb .
From what I read timescaledb plays nice with jsonb (or at least not bad).

Do you ppl see any gotcha with this approach ?

The only thing I can see at this time is: 'And we are not guaranteed that the same tags would have the same structure over the whole fleet/manufacturers.'

That would seem to me to point to a need for a table that maps a structure template to a fleet or manufacturer and a corresponding field in table c) that holds the fleet/manufacturer information.
Nice idea or just stuff everything (self-contained) inside json and let the software do the relevant logic, a somewhat more liberal approach.


For starters we will not convert yet to timescaledb, but store them and handle them like normal tables. At least until we grasp the ins and outs of this.



Thank you!











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