Forum Discussion
Report visuals showing incomplete data while semantic model refresh (incremental ref) is in progress
- 5 months ago
Hi roysampad91,
Thank you for reaching out to Microsoft Fabric Community.
Thank you Natarajan_M and cengizhanarslan for the prompt response.
On shared capacity, the semantic model refresh and user queries use the same dataset instance. Since there is no query scale-out or read-only replica in shared capacity, some inconsistencies during refresh are expected platform behaviour, not a configuration issue.
- The best possible way is to use Premium or Fabric capacity or schedule refresh during low usage hours.
Thanks and regards,
Anjan Kumar Chippa
what Natarajan_M describes is actually a pretty simple workaround in your situation and as far as I know it is the best option in use. As soon as the refresh process completed, users could see refreshed data, while the model is in refresh process it would not affect the usage.
I suspect this can be done for a non-premium capacity? If no, what's the alternative to address the concern of stale data during semantic model refresh is in progress?