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Adaptive Target File Size Management in Fabric Spark

  • Headshot of article author Oktober 14, 2025 von Miles Cole 15.999 Ansichten

Set It and Forget It Target File Size Optimization What if you could enable a single setting and never worry about file size tuning again? Or if your tables automatically adjusted their optimal file sizes as they grew from megabytes to terabytes, without any manual intervention? Today’s data teams face a familiar challenge. Too small, … Continue reading “Adaptive Target File Size Management in Fabric Spark”

Introducing Optimized Compaction in Fabric Spark

  • Headshot of article author Oktober 6, 2025 von Miles Cole 22.191 Ansichten

End Write Amplification and Automate Your Table Maintenance Compaction is one the most necessary but also challenging aspects of managing a Lakehouse architecture. Similar to file systems and even relational databases, unless closely managed, data will get fragmented over time, and can lead to excessive compute costs. The OPTIMIZE command exists to solve for this … Continue reading “Introducing Optimized Compaction in Fabric Spark”