fabric-pandas-perf-remediate
CommunityDiagnose and optimize Fabric pandas workloads.
AuthorPatrickGallucci
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps diagnose and optimize pandas performance in Microsoft Fabric Spark notebooks, reducing driver memory pressure, preventing toPandas() bottlenecks, and enabling efficient data workflows.
Core Features & Use Cases
- Diagnose pandas API on Spark bottlenecks and memory issues in Fabric notebooks.
- Recommend Spark configuration tuning, data sizing strategies, and memory profiling workflows.
- Typical use cases include large pandas-on-Spark transformations, driver memory optimization, and end-to-end performance troubleshooting.
Quick Start
Install the diagnostic tooling, run the diagnostic script, and review the generated report for actionable recommendations.
Dependency Matrix
Required Modules
Az.Accounts
Components
scriptsreferences
💻 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: fabric-pandas-perf-remediate Download link: https://github.com/PatrickGallucci/fabric-skills/archive/main.zip#fabric-pandas-perf-remediate Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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