spark-operations-cli

Official

Read-only Spark diagnostics for Fabric.

Authormicrosoft
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Spark diagnostics skill helps Fabric teams quickly identify why a Spark job, Livy session, or Lakehouse operation failed, triage performance issues, and surface actionable remediation recommendations using read-only APIs and Spark monitoring data.

Core Features & Use Cases

  • End-to-end diagnostic workflows for Spark job failures, Livy session health, and performance bottlenecks across notebooks, pipelines, and lakehouses.
  • Reads Spark Advisor results, driver/executor logs, and resource usage to produce prioritized findings and concrete fixes.
  • Supports offline analysis via Spark History Server when online data is insufficient.

Quick Start

Run the Spark diagnostic workflow against a workspace to triage a failed notebook.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: spark-operations-cli
Download link: https://github.com/microsoft/skills-for-fabric/archive/main.zip#spark-operations-cli

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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