surapuramakhil opened a new issue, #28272:
URL: https://github.com/apache/superset/issues/28272

   *Please make sure you are familiar with the SIP process documented*
   [here](https://github.com/apache/superset/issues/5602). The SIP will be 
numbered by a committer upon acceptance.
   
   ## [SIP] Proposal for ...<title>
   
   ### Motivation
   Today, real-time dashboards are built on repeated polling of 10 seconds 
interval. For Every pool, SQL queries are executed, typically the entire data 
needed for dashboard would be fetched. 
   
   This causes a lot of load on warehouse DB - especially when you have the lot 
of active users on Superset and at the same time you have a lot of real time 
dashboards. This thing can be skipped entirely if your dashboards have low 
retention periods.
   
   ### Proposed Change
   
   Like, How SQL Lab performs SQL queries and generates dataset which are 
required to power dashboards. An alternate pipeline powered by steams would 
generate/update the datasets required for dashboards. Like SQL Lab, there will 
be another module where user can specify how a steam needs to be consumed 
(functions), and how those dataset needs to be updated.
   
   ### New or Changed Public Interfaces
   
   Describe any new additions to the model, views or `REST` endpoints. Describe 
any changes to existing visualizations, dashboards and React components. 
Describe changes that affect the Superset CLI and how the Superset is deployed.
   
   ### New dependencies
   
   Describe any `npm`/`PyPI` packages that are required. Are they actively 
maintained? What are their licenses?
   
   ### Migration Plan and Compatibility
   
   Describe any database migrations that are necessary, or updates to stored 
URLs.
   
   ### Rejected Alternatives
   
   Describe alternative approaches that were considered and rejected.
   


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