spark-consumption-cli Skill
Interactive ad-hoc Spark analysis through Fabric Lakehouse Livy API sessions ONLY. This skill NEVER authors or runs a notebook: any notebook cell (%%sql/%%configure) or a notebook-run-by-name (and reporting its run status) is spark-authoring-cli, not this skill. Scope: create a Livy session, execute PySpark, inspect ou Published by microsoft in skills-for-fabric.
Decision snapshot
Is this a fit?
Database workflows, Data analysis, Includes SKILL.md, Reusable instructions
Compatibility not yet detected.
Permission behavior not yet detected.
Copy skill directory
2 months ago · MIT license
No specific cautions were detected. Review the source and requested permissions before installing.
What is spark-consumption-cli Skill?
Interactive ad-hoc Spark analysis through Fabric Lakehouse Livy API sessions ONLY. This skill NEVER authors or runs a notebook: any notebook cell (%%sql/%%configure) or a notebook-run-by-name (and reporting its run status) is spark-authoring-cli, not this skill. Scope: create a Livy session, execute PySpark, inspect ou Published by microsoft in skills-for-fabric. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Database workflows
- Data analysis
- Database workflows use cases
- Data analysis use cases
Declared skill metadata
- Source file: plugins/fabric-consumption/skills/spark-consumption-cli/SKILL.md
These fields retain source and confidence evidence from the indexed SKILL.md.
Compatibility and setup
- Install or run with Copy skill directory
When to use spark-consumption-cli Skill
- Use it for database workflows.
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/skills-for-fabric
- Skill file: plugins/fabric-consumption/skills/spark-consumption-cli/SKILL.md
What it does
Interactive ad-hoc Spark analysis through Fabric Lakehouse Livy API sessions ONLY. This skill NEVER authors or runs a notebook: any notebook cell (%%sql/%%configure) or a notebook-run-by-name (and reporting its run status) is spark-authoring-cli, not this skill. Scope: create a Livy session, execute PySpark, inspect ou
Skill instructions
Update Check — ONCE PER SESSION (mandatory) The first time this skill is used in a session, run the check-updates skill before proceeding. - GitHub Copilot CLI / VS Code: invoke the check-updates skill. - Claude Code / Cowork / Cursor / Windsurf / Codex: compare local vs remote package.json version. - Skip if the check was already performed earlier in this session. CRITICAL NOTES 1. To find the workspace details (including its ID) from workspace name: list all workspaces and, then, use JMESPath filtering 2. To find the item details (including its ID) from workspace ID, item type, and item name: list all items of that type in that workspace and, then, use JMESPath filtering Data Engineering Consumption — CLI Skill Table of Contents | Task | Reference | Notes | |---|---|---| | Fabric Topology & Key Concepts | COMMON-CORE.md § Fabric Topology & Key Concepts || | Environment URLs | COMMON-CORE.md § Environment URLs || | Authentication & Token Acquisition | COMMON-CORE.md § Authentication &
Verified compatibility and discovery
Frequently asked questions
What is spark-consumption-cli?
spark-consumption-cli is a open-source AI agent skill with Copy skill directory. Interactive ad-hoc Spark analysis through Fabric Lakehouse Livy API sessions ONLY.
Who is spark-consumption-cli best for?
spark-consumption-cli is best for reusing agent instructions, scripts, and references, database workflows, data analysis workflows.
How do I install spark-consumption-cli?
Install or run spark-consumption-cli using Copy skill directory. Check spark-consumption-cli for the latest setup command.
Is spark-consumption-cli actively maintained?
spark-consumption-cli may need a closer maintenance check before production use.
Project health auto-fetched from the source repository.
Maintain this resource?
Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.
