PySpark in Microsoft Fabric - Delta Transactions and Maintenance (Ep. 3)

Download Student Files prag.works/pyspark-in-microso...
In this video, we will go over delta transactions and maintenance in Microsoft Fabric utilizing PySpark notebooks. Learn about the power of Delta Lake and how to leverage its features. Explore the various transaction isolation levels and how to use them to ensure data consistency. Discover how to perform maintenance tasks like database compaction and vacuuming to optimize your Delta tables. Join us as we take a deep dive into Delta Lake with PySpark.
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00:00 Setting Up the Environment
03:25 Creating Data
08:11 Modifying Data
09:46 Viewing Delta Files
13:58 Optimizing Delta Tables
16:01 Vacuum Operation

[@muftkuseng5924]

Can you link the other parts or put them in a playlist?

[@PragmaticWorks]

Full playlist can be watched here kzbin.info/aero/PLcwrIWK7WBcSWpF3lWSz0-rGNjE3I6_9E&si=9QXfRTYnUo1vw6Tm

[@notoriousft]

Notebook is not included in the files, there's only Holiday.csv file.