fabric-pyspark-perf-remediate
CommunityDiagnose and remediate PySpark performance.
AuthorPatrickGallucci
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Diagnose and remediate Spark performance problems in Microsoft Fabric PySpark workloads across notebooks, job definitions, and pipelines, enabling faster runtimes and more reliable analytics.
Core Features & Use Cases
- Triage workflow to identify bottlenecks in Spark applications (skew, shuffle, OOM, and capacity throttling)
- Prebuilt diagnostic scripts (identify_skew.py, spark_health_check.py, delta_table_health.py) and notebook templates
- Guidance for applying remediation steps and best practices
Quick Start
Activate the skill in your Fabric workspace and run the diagnostic scripts to identify the root cause and apply recommended remedies.
Dependency Matrix
Required Modules
pyspark
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-pyspark-perf-remediate Download link: https://github.com/PatrickGallucci/fabric-skills/archive/main.zip#fabric-pyspark-perf-remediate Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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