𝐑𝐞𝐟𝐫𝐞𝐬𝐡𝐢𝐧𝐠 𝐒𝐩𝐞𝐜𝐢𝐟𝐢𝐞𝐝 𝐓𝐚𝐛𝐥𝐞𝐬 𝐚𝐧𝐝 𝐏𝐚𝐫𝐭𝐢𝐭𝐢𝐨𝐧𝐬 𝐰𝐢𝐭𝐡 𝐅𝐚𝐛𝐫𝐢𝐜 𝐒𝐞𝐦𝐚𝐧𝐭𝐢𝐜 𝐋𝐢𝐧𝐤 🚀

Semantic Link empowers you to refresh not just the entire semantic model but also specific tables and partitions.

✅𝐆𝐫𝐚𝐧𝐮𝐥𝐚𝐫 𝐑𝐞𝐟𝐫𝐞𝐬𝐡 𝐰𝐢𝐭𝐡 𝐟𝐚𝐛𝐫𝐢𝐜.𝐫𝐞𝐟𝐫𝐞𝐬𝐡_𝐝𝐚𝐭𝐚𝐬𝐞𝐭():

While the 𝐟𝐚𝐛𝐫𝐢𝐜.𝐫𝐞𝐟𝐫𝐞𝐬𝐡_𝐝𝐚𝐭𝐚𝐬𝐞𝐭() allows to refresh the entire semantic model, we can achieve even more precision by refreshing specific tables and partitions.
This is done by passing a list of objects to the function, where each object specifies whether to refresh an entire table or a specific partition within a table.

✨This approach is particularly useful for large semantic models with incremental refresh scenarios, enabling precise updates to specific partitions.

In the example below 👇, I tested how to refresh just my "customers" table and the "2021" partition from my "Fact_Sales" table using Semantic Link from the Sempy library.

👉The refresh_dataset function: https://learn.microsoft.com/en-us/python/api/semantic-link-sempy/sempy.fabric?view=semantic-link-python#sempy-fabric-refresh-dataset

👉Check out Sandeep's article for others methods to refresh individual objects : https://fabric.guru/refreshing-individual-tables-and-partitions-with-semantic-link