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Thank you for bringing this issue to our attention. The behavior you're experiencing with QuickSight filters not automatically updating when the dataset is refreshed is a known limitation.
QuickSight handles data refreshes differently depending on the connection type and data storage method. For datasets that use direct query connections, the data automatically refreshes when you open an associated dataset, analysis, or dashboard. However, for SPICE (Super-fast, Parallel, In-memory Calculation Engine) datasets, the refresh process is different.
For SPICE datasets, QuickSight needs to independently authenticate using stored credentials to connect to the data source. When you refresh a SPICE dataset, it imports the data into SPICE again, including any changes since the last import. However, this refresh doesn't automatically update the filters in your analyses or dashboards.
The workaround you've discovered - unchecking and rechecking the "For all datasets" option - is currently the most straightforward way to force an update of the filter values. Unfortunately, there isn't an automated way to do this for all filters at once.
To mitigate this issue, you might consider the following approaches:
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If possible, use direct query connections instead of SPICE for datasets that require frequently updated filter values.
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Schedule regular refreshes of your SPICE datasets to ensure the underlying data is up-to-date.
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After refreshing the dataset, manually update the filters that need to reflect the new values.
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If you're using parameters for filtering, these might update more readily than standard filters.
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Consider reaching out to AWS support to request this as a feature enhancement, as automatically updating filter values after a dataset refresh would be beneficial for many users.
We understand this isn't an ideal solution, especially for dashboards with numerous filters. However, these are the current best practices given QuickSight's current functionality. AWS regularly updates QuickSight based on user feedback, so there's a possibility this limitation may be addressed in future updates.
Sources
Refreshing data in Amazon QuickSight - Amazon QuickSight
Editing filters - Amazon QuickSight
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