Hi Mohammed,

Superset defers “heavy lifting” to the analytical database, and in that sense 
there really isn’t an upper limit on the amount of data that Superset queries. 
Let’s assume you have 1 billion rows of IOT data from three different sensors, 
and want to visualise the number of records per sensor id with a pie chart. In 
this case you would be querying 1 billion rows of data, but only get back 
*three* rows from the database - one row per sensor. Therefore, from the 
perspective of Superset, it doesn’t really matter if your underlying table has 
1 million or 100 billion rows - just as long as your analytical database can 
process the amount of data in an acceptable timeframe.

Ville

> On 15. Mar 2022, at 10.36, Mohammed Alqaisi <[email protected]> wrote:
> 
> Dear Sir/Madam
> 
> I hope this email finds you well,
> I have been exploring Superset Apache for a while now, I have already 
> connected our PostgreSQL database using the DB driver and I was wondering if 
> the tool is able to create and visualize a dashboard to our database that 
> contains almost 1 billion records? Is this something the tool can process and 
> handle? It is important to us the speed of handling all these records and to 
> filter out anything the client wants, and the main problem I'm facing is 
> whenever I'm trying to create a chart it terminates and displays errors 1001 
> and 1002, Is there something we can do to resolve this issue?
> 
> I hope to hear from you,
> 
> Regards,
> Mohammed

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