In previous articles I’ve shown how to connect a CosmosDB Graph database to PowerBI for easy reporting and analytics visualization.
An important piece of any dashboard is that it’s up to date and to do that, we need to refresh the data periodically to ensure that we’re visualizing the latest available information.
By default, when you hit refresh in PowerBI, what happens is that all queries behind the dataset are being re-run essentially grabbing all data again. This is certanly not advisable with larger databases both from time and performance perspectives. In order to deal with this problem, PowerBI came with a feature called incremental refresh however it requires a PowerBI Premium license and won’t work with all types of source data.
In this article I’ll be going tghough a technique that mimics the incremental refresh feature and works with our CosmosDB Graph database.
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