udf-convert-to-sql
OfficialTurn Spark UDFs into GPU-ready SQL
Software Engineering#spark sql#gpu acceleration#apache spark#comparison testing#udf conversion#sql expression
AuthorNVIDIA
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill removes the manual effort of translating an Apache Spark UDF into an equivalent Spark SQL expression while keeping the CPU behavior as the reference.
Core Features & Use Cases
- SQL Conversion: Produces a resource-backed SQL expression for a specific UDF so the logic can run in a GPU-accelerated Spark pipeline.
- Test Alignment: Updates the comparison test to point at the correct SQL file and class names, then iterates until CPU and SQL outputs match.
- Workflow Support: Fits the udf-gen-test to udf-convert-to-sql to udf-benchmark sequence used when moving validated UDF logic toward acceleration.
Quick Start
Use this skill to convert the UDF class into a Spark SQL expression and update the comparison test so it can be validated against the CPU implementation.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: udf-convert-to-sql Download link: https://github.com/NVIDIA/cudf-spark/archive/main.zip#udf-convert-to-sql Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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