Spark & Databricks Studio

Compute executor memory matrices, calculate shuffle partition targets, analyze skew factors, and optimize Databricks photon/driver configurations.

Section Status
Scaffold Verified (Prompt 0.1)
Theme Compatibility
Dark & Light Dual Mode
Routing Pattern
/tools/spark-databricks

Included Tools in this Category

Spark Cluster & Memory Config Sizer

Calculate overhead, off-heap, executor core ratios, and yarn container allocations.

Shuffle Partitions & Skew Optimizer

Compute optimal spark.sql.shuffle.partitions and salting factors for join skew.

Databricks DBU & VM Cost Forecaster

Estimate monthly DBU burn rates across all-purpose and job clusters.